Task 14078371
| Name | ParityModified-1647046526-4506-3-0_0 |
| Workunit | 11147480 |
| Created | 30 Mar 2022, 5:12:28 UTC |
| Sent | 4 Apr 2022, 22:13:30 UTC |
| Report deadline | 12 Apr 2022, 22:13:30 UTC |
| Received | 5 Apr 2022, 19:14:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 2 hours 57 min 48 sec |
| CPU time | 2 hours 48 min 4 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311695 | val_loss: 0.0311734 | Time: 4810.01 ms
[2022-04-05 10:38:11 main:574] : INFO : Epoch 1543 | loss: 0.0311724 | val_loss: 0.0311742 | Time: 4796.99 ms
[2022-04-05 10:38:16 main:574] : INFO : Epoch 1544 | loss: 0.031172 | val_loss: 0.0311732 | Time: 4766.69 ms
[2022-04-05 10:38:21 main:574] : INFO : Epoch 1545 | loss: 0.0311733 | val_loss: 0.0311727 | Time: 4712.89 ms
[2022-04-05 10:38:26 main:574] : INFO : Epoch 1546 | loss: 0.0311701 | val_loss: 0.0311729 | Time: 4800.39 ms
[2022-04-05 10:38:30 main:574] : INFO : Epoch 1547 | loss: 0.0311702 | val_loss: 0.0311719 | Time: 4855.13 ms
[2022-04-05 10:38:35 main:574] : INFO : Epoch 1548 | loss: 0.0311693 | val_loss: 0.0311721 | Time: 4834.7 ms
[2022-04-05 10:38:40 main:574] : INFO : Epoch 1549 | loss: 0.0311699 | val_loss: 0.0311722 | Time: 4869.38 ms
[2022-04-05 10:38:45 main:574] : INFO : Epoch 1550 | loss: 0.0311681 | val_loss: 0.0311718 | Time: 4820.7 ms
[2022-04-05 10:38:50 main:574] : INFO : Epoch 1551 | loss: 0.0311687 | val_loss: 0.0311731 | Time: 4831.62 ms
[2022-04-05 10:38:55 main:574] : INFO : Epoch 1552 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 4783.62 ms
[2022-04-05 10:38:59 main:574] : INFO : Epoch 1553 | loss: 0.03117 | val_loss: 0.0311726 | Time: 4750.95 ms
[2022-04-05 10:39:04 main:574] : INFO : Epoch 1554 | loss: 0.0311683 | val_loss: 0.0311774 | Time: 4798.25 ms
[2022-04-05 10:39:09 main:574] : INFO : Epoch 1555 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 4795.06 ms
[2022-04-05 10:39:14 main:574] : INFO : Epoch 1556 | loss: 0.0311675 | val_loss: 0.0311746 | Time: 4723.73 ms
[2022-04-05 10:39:18 main:574] : INFO : Epoch 1557 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 4777.98 ms
[2022-04-05 10:39:23 main:574] : INFO : Epoch 1558 | loss: 0.0311678 | val_loss: 0.0311724 | Time: 4771.02 ms
[2022-04-05 10:39:28 main:574] : INFO : Epoch 1559 | loss: 0.0311681 | val_loss: 0.0311748 | Time: 4812.48 ms
[2022-04-05 10:39:33 main:574] : INFO : Epoch 1560 | loss: 0.0311681 | val_loss: 0.0311742 | Time: 4789 ms
[2022-04-05 10:39:38 main:574] : INFO : Epoch 1561 | loss: 0.0311697 | val_loss: 0.031177 | Time: 4775.77 ms
[2022-04-05 10:39:42 main:574] : INFO : Epoch 1562 | loss: 0.0311724 | val_loss: 0.0311757 | Time: 4735.99 ms
[2022-04-05 10:39:47 main:574] : INFO : Epoch 1563 | loss: 0.03117 | val_loss: 0.0311754 | Time: 4802.9 ms
[2022-04-05 10:39:52 main:574] : INFO : Epoch 1564 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 4787.17 ms
[2022-04-05 10:39:57 main:574] : INFO : Epoch 1565 | loss: 0.0311683 | val_loss: 0.031175 | Time: 4801.41 ms
[2022-04-05 10:40:01 main:574] : INFO : Epoch 1566 | loss: 0.0311668 | val_loss: 0.0311763 | Time: 4736.94 ms
[2022-04-05 10:40:06 main:574] : INFO : Epoch 1567 | loss: 0.0311662 | val_loss: 0.0311749 | Time: 4766.48 ms
[2022-04-05 10:40:11 main:574] : INFO : Epoch 1568 | loss: 0.0311665 | val_loss: 0.0311731 | Time: 4792.06 ms
[2022-04-05 10:40:16 main:574] : INFO : Epoch 1569 | loss: 0.0311663 | val_loss: 0.0311713 | Time: 4832.91 ms
[2022-04-05 10:40:21 main:574] : INFO : Epoch 1570 | loss: 0.0311678 | val_loss: 0.031177 | Time: 4838.16 ms
[2022-04-05 10:40:26 main:574] : INFO : Epoch 1571 | loss: 0.0311689 | val_loss: 0.0311781 | Time: 4764.99 ms
[2022-04-05 10:40:30 main:574] : INFO : Epoch 1572 | loss: 0.0311676 | val_loss: 0.0311724 | Time: 4800.59 ms
[2022-04-05 10:40:35 main:574] : INFO : Epoch 1573 | loss: 0.0311698 | val_loss: 0.0311772 | Time: 4795.27 ms
[2022-04-05 10:40:40 main:574] : INFO : Epoch 1574 | loss: 0.0311683 | val_loss: 0.0311742 | Time: 4790.83 ms
[2022-04-05 10:40:45 main:574] : INFO : Epoch 1575 | loss: 0.0311657 | val_loss: 0.0311753 | Time: 4791.99 ms
[2022-04-05 10:40:49 main:574] : INFO : Epoch 1576 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 4749.54 ms
[2022-04-05 10:40:54 main:574] : INFO : Epoch 1577 | loss: 0.0311685 | val_loss: 0.0311761 | Time: 4796.68 ms
[2022-04-05 10:40:59 main:574] : INFO : Epoch 1578 | loss: 0.03117 | val_loss: 0.031173 | Time: 4785.64 ms
[2022-04-05 10:41:04 main:574] : INFO : Epoch 1579 | loss: 0.0311681 | val_loss: 0.0311748 | Time: 4760.88 ms
[2022-04-05 10:41:09 main:574] : INFO : Epoch 1580 | loss: 0.03117 | val_loss: 0.0311745 | Time: 4869.24 ms
[2022-04-05 10:41:13 main:574] : INFO : Epoch 1581 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 4725.69 ms
[2022-04-05 10:41:18 main:574] : INFO : Epoch 1582 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 4752.51 ms
[2022-04-05 10:41:23 main:574] : INFO : Epoch 1583 | loss: 0.0311772 | val_loss: 0.0311776 | Time: 4801.92 ms
[2022-04-05 10:41:28 main:574] : INFO : Epoch 1584 | loss: 0.0311752 | val_loss: 0.0311773 | Time: 4836.43 ms
[2022-04-05 10:41:33 main:574] : INFO : Epoch 1585 | loss: 0.0311713 | val_loss: 0.0311758 | Time: 4850.29 ms
[2022-04-05 10:41:38 main:574] : INFO : Epoch 1586 | loss: 0.031172 | val_loss: 0.0311753 | Time: 4862.73 ms
[2022-04-05 10:41:42 main:574] : INFO : Epoch 1587 | loss: 0.03117 | val_loss: 0.0311732 | Time: 4820.72 ms
[2022-04-05 10:41:47 main:574] : INFO : Epoch 1588 | loss: 0.0311704 | val_loss: 0.0311745 | Time: 4807 ms
[2022-04-05 10:41:52 main:574] : INFO : Epoch 1589 | loss: 0.0311692 | val_loss: 0.0311732 | Time: 4742.54 ms
[2022-04-05 10:41:57 main:574] : INFO : Epoch 1590 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 4764.1 ms
[2022-04-05 10:42:02 main:574] : INFO : Epoch 1591 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 4769.03 ms
[2022-04-05 10:42:06 main:574] : INFO : Epoch 1592 | loss: 0.0311682 | val_loss: 0.0311779 | Time: 4822.34 ms
[2022-04-05 10:42:11 main:574] : INFO : Epoch 1593 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 4755.83 ms
[2022-04-05 10:42:16 main:574] : INFO : Epoch 1594 | loss: 0.0311675 | val_loss: 0.0311739 | Time: 4737.82 ms
[2022-04-05 10:42:21 main:574] : INFO : Epoch 1595 | loss: 0.0311685 | val_loss: 0.031174 | Time: 4761.65 ms
[2022-04-05 10:42:25 main:574] : INFO : Epoch 1596 | loss: 0.0311703 | val_loss: 0.0311749 | Time: 4802.44 ms
[2022-04-05 10:42:30 main:574] : INFO : Epoch 1597 | loss: 0.0311685 | val_loss: 0.0311753 | Time: 4865.38 ms
[2022-04-05 10:42:35 main:574] : INFO : Epoch 1598 | loss: 0.0311702 | val_loss: 0.0311744 | Time: 4823.35 ms
[2022-04-05 10:42:40 main:574] : INFO : Epoch 1599 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 4769.76 ms
[2022-04-05 10:42:45 main:574] : INFO : Epoch 1600 | loss: 0.0311675 | val_loss: 0.0311747 | Time: 4764.93 ms
[2022-04-05 10:42:50 main:574] : INFO : Epoch 1601 | loss: 0.0311701 | val_loss: 0.031178 | Time: 4819.17 ms
[2022-04-05 10:42:54 main:574] : INFO : Epoch 1602 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 4809.65 ms
[2022-04-05 10:42:59 main:574] : INFO : Epoch 1603 | loss: 0.0311826 | val_loss: 0.0311851 | Time: 4818.4 ms
[2022-04-05 10:43:04 main:574] : INFO : Epoch 1604 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 4788.83 ms
[2022-04-05 10:43:09 main:574] : INFO : Epoch 1605 | loss: 0.031186 | val_loss: 0.0311859 | Time: 4842.43 ms
[2022-04-05 10:43:14 main:574] : INFO : Epoch 1606 | loss: 0.0311809 | val_loss: 0.0311839 | Time: 4801.68 ms
[2022-04-05 10:43:18 main:574] : INFO : Epoch 1607 | loss: 0.0311799 | val_loss: 0.0311825 | Time: 4694.13 ms
[2022-04-05 10:43:23 main:574] : INFO : Epoch 1608 | loss: 0.0311815 | val_loss: 0.031182 | Time: 4827.81 ms
[2022-04-05 10:43:28 main:574] : INFO : Epoch 1609 | loss: 0.0311793 | val_loss: 0.0311818 | Time: 4805.79 ms
[2022-04-05 10:43:33 main:574] : INFO : Epoch 1610 | loss: 0.0311782 | val_loss: 0.031186 | Time: 4817.52 ms
[2022-04-05 10:43:38 main:574] : INFO : Epoch 1611 | loss: 0.0311801 | val_loss: 0.0311892 | Time: 4766.57 ms
[2022-04-05 10:43:42 main:574] : INFO : Epoch 1612 | loss: 0.0311786 | val_loss: 0.0311823 | Time: 4712.45 ms
[2022-04-05 10:43:47 main:574] : INFO : Epoch 1613 | loss: 0.0311801 | val_loss: 0.0311863 | Time: 4730.79 ms
[2022-04-05 10:43:52 main:574] : INFO : Epoch 1614 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 4754.58 ms
[2022-04-05 10:43:57 main:574] : INFO : Epoch 1615 | loss: 0.0311788 | val_loss: 0.0311846 | Time: 4748.47 ms
[2022-04-05 10:44:01 main:574] : INFO : Epoch 1616 | loss: 0.0311883 | val_loss: 0.0312042 | Time: 4768.47 ms
[2022-04-05 10:44:06 main:574] : INFO : Epoch 1617 | loss: 0.0311989 | val_loss: 0.0311976 | Time: 4823.98 ms
[2022-04-05 10:44:11 main:574] : INFO : Epoch 1618 | loss: 0.0312012 | val_loss: 0.0312097 | Time: 4777.64 ms
[2022-04-05 10:44:16 main:574] : INFO : Epoch 1619 | loss: 0.0312102 | val_loss: 0.0312096 | Time: 4764.45 ms
[2022-04-05 10:44:20 main:574] : INFO : Epoch 1620 | loss: 0.0312097 | val_loss: 0.0312102 | Time: 4799.81 ms
[2022-04-05 10:44:25 main:574] : INFO : Epoch 1621 | loss: 0.0312081 | val_loss: 0.0312019 | Time: 4693.91 ms
[2022-04-05 10:44:30 main:574] : INFO : Epoch 1622 | loss: 0.0311998 | val_loss: 0.0311918 | Time: 4824.33 ms
[2022-04-05 10:44:35 main:574] : INFO : Epoch 1623 | loss: 0.0311932 | val_loss: 0.0311904 | Time: 4745.42 ms
[2022-04-05 10:44:40 main:574] : INFO : Epoch 1624 | loss: 0.0311907 | val_loss: 0.0311882 | Time: 4780.77 ms
[2022-04-05 10:44:44 main:574] : INFO : Epoch 1625 | loss: 0.0311953 | val_loss: 0.0311949 | Time: 4755.25 ms
[2022-04-05 10:44:49 main:574] : INFO : Epoch 1626 | loss: 0.0311943 | val_loss: 0.0311925 | Time: 4751.1 ms
[2022-04-05 10:44:54 main:574] : INFO : Epoch 1627 | loss: 0.0311941 | val_loss: 0.0311917 | Time: 4819.08 ms
[2022-04-05 10:44:59 main:574] : INFO : Epoch 1628 | loss: 0.031192 | val_loss: 0.0311925 | Time: 4744.49 ms
[2022-04-05 10:45:03 main:574] : INFO : Epoch 1629 | loss: 0.0311932 | val_loss: 0.0311902 | Time: 4776.71 ms
[2022-04-05 10:45:08 main:574] : INFO : Epoch 1630 | loss: 0.031197 | val_loss: 0.0311955 | Time: 4786.09 ms
[2022-04-05 10:45:13 main:574] : INFO : Epoch 1631 | loss: 0.0311933 | val_loss: 0.0311898 | Time: 4786.67 ms
[2022-04-05 10:45:18 main:574] : INFO : Epoch 1632 | loss: 0.0311933 | val_loss: 0.031189 | Time: 4787.38 ms
[2022-04-05 10:45:23 main:574] : INFO : Epoch 1633 | loss: 0.0311899 | val_loss: 0.0311884 | Time: 4823.66 ms
[2022-04-05 10:45:27 main:574] : INFO : Epoch 1634 | loss: 0.0311878 | val_loss: 0.0311905 | Time: 4763.97 ms
[2022-04-05 10:45:32 main:574] : INFO : Epoch 1635 | loss: 0.0311873 | val_loss: 0.0311894 | Time: 4711.2 ms
[2022-04-05 10:45:37 main:574] : INFO : Epoch 1636 | loss: 0.0311897 | val_loss: 0.0311952 | Time: 4803.09 ms
[2022-04-05 10:45:42 main:574] : INFO : Epoch 1637 | loss: 0.0311876 | val_loss: 0.0311867 | Time: 4802.46 ms
[2022-04-05 10:45:47 main:574] : INFO : Epoch 1638 | loss: 0.0311853 | val_loss: 0.0311886 | Time: 4825.51 ms
[2022-04-05 10:45:51 main:574] : INFO : Epoch 1639 | loss: 0.0311867 | val_loss: 0.0311898 | Time: 4837.18 ms
[2022-04-05 10:45:56 main:574] : INFO : Epoch 1640 | loss: 0.0311862 | val_loss: 0.0311842 | Time: 4837.77 ms
[2022-04-05 10:46:01 main:574] : INFO : Epoch 1641 | loss: 0.0311845 | val_loss: 0.0311837 | Time: 4774.97 ms
[2022-04-05 10:46:06 main:574] : INFO : Epoch 1642 | loss: 0.0311841 | val_loss: 0.031182 | Time: 4781.03 ms
[2022-04-05 10:46:11 main:574] : INFO : Epoch 1643 | loss: 0.0311851 | val_loss: 0.0311842 | Time: 4828.67 ms
[2022-04-05 10:46:15 main:574] : INFO : Epoch 1644 | loss: 0.031183 | val_loss: 0.0311849 | Time: 4797.91 ms
[2022-04-05 10:46:20 main:574] : INFO : Epoch 1645 | loss: 0.0311843 | val_loss: 0.0311852 | Time: 4820.79 ms
[2022-04-05 10:46:25 main:574] : INFO : Epoch 1646 | loss: 0.0311822 | val_loss: 0.0311832 | Time: 4840.08 ms
[2022-04-05 10:46:30 main:574] : INFO : Epoch 1647 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 4789.67 ms
[2022-04-05 10:46:35 main:574] : INFO : Epoch 1648 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 4765.89 ms
[2022-04-05 10:46:40 main:574] : INFO : Epoch 1649 | loss: 0.0311822 | val_loss: 0.0311846 | Time: 4852.29 ms
[2022-04-05 10:46:44 main:574] : INFO : Epoch 1650 | loss: 0.0311827 | val_loss: 0.0311831 | Time: 4800.39 ms
[2022-04-05 10:46:49 main:574] : INFO : Epoch 1651 | loss: 0.031181 | val_loss: 0.0311822 | Time: 4840.54 ms
[2022-04-05 10:46:54 main:574] : INFO : Epoch 1652 | loss: 0.0311805 | val_loss: 0.031182 | Time: 4842.08 ms
[2022-04-05 10:46:59 main:574] : INFO : Epoch 1653 | loss: 0.031181 | val_loss: 0.0311819 | Time: 4811.98 ms
[2022-04-05 10:47:04 main:574] : INFO : Epoch 1654 | loss: 0.0311806 | val_loss: 0.0311816 | Time: 5023.55 ms
[2022-04-05 10:47:09 main:574] : INFO : Epoch 1655 | loss: 0.0311802 | val_loss: 0.0311813 | Time: 4791.79 ms
[2022-04-05 10:47:14 main:574] : INFO : Epoch 1656 | loss: 0.0311815 | val_loss: 0.031186 | Time: 4790.64 ms
[2022-04-05 10:47:18 main:574] : INFO : Epoch 1657 | loss: 0.0311809 | val_loss: 0.0311844 | Time: 4831.98 ms
[2022-04-05 10:47:23 main:574] : INFO : Epoch 1658 | loss: 0.0311813 | val_loss: 0.031184 | Time: 4729.32 ms
[2022-04-05 10:47:28 main:574] : INFO : Epoch 1659 | loss: 0.031181 | val_loss: 0.031185 | Time: 4857.8 ms
[2022-04-05 10:47:33 main:574] : INFO : Epoch 1660 | loss: 0.0311826 | val_loss: 0.0311813 | Time: 4874.63 ms
[2022-04-05 10:47:38 main:574] : INFO : Epoch 1661 | loss: 0.0311795 | val_loss: 0.0311803 | Time: 4911.14 ms
[2022-04-05 10:47:43 main:574] : INFO : Epoch 1662 | loss: 0.0311796 | val_loss: 0.0311826 | Time: 4839.88 ms
[2022-04-05 10:47:48 main:574] : INFO : Epoch 1663 | loss: 0.0311803 | val_loss: 0.0311859 | Time: 4855.17 ms
[2022-04-05 10:47:52 main:574] : INFO : Epoch 1664 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 4765.7 ms
[2022-04-05 10:47:57 main:574] : INFO : Epoch 1665 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 4797.65 ms
[2022-04-05 10:48:02 main:574] : INFO : Epoch 1666 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 4788.29 ms
[2022-04-05 10:48:07 main:574] : INFO : Epoch 1667 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 4820.8 ms
[2022-04-05 10:48:12 main:574] : INFO : Epoch 1668 | loss: 0.0311765 | val_loss: 0.0311809 | Time: 4806.53 ms
[2022-04-05 10:48:16 main:574] : INFO : Epoch 1669 | loss: 0.0311774 | val_loss: 0.0311854 | Time: 4852.13 ms
[2022-04-05 10:48:21 main:574] : INFO : Epoch 1670 | loss: 0.0311805 | val_loss: 0.0311824 | Time: 4813.65 ms
[2022-04-05 10:48:26 main:574] : INFO : Epoch 1671 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 4798.54 ms
[2022-04-05 10:48:31 main:574] : INFO : Epoch 1672 | loss: 0.0311774 | val_loss: 0.031179 | Time: 4783.5 ms
[2022-04-05 10:48:36 main:574] : INFO : Epoch 1673 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 4800.23 ms
[2022-04-05 10:48:40 main:574] : INFO : Epoch 1674 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 4844.1 ms
[2022-04-05 10:48:45 main:574] : INFO : Epoch 1675 | loss: 0.0311763 | val_loss: 0.0311832 | Time: 4785.28 ms
[2022-04-05 10:48:50 main:574] : INFO : Epoch 1676 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 4822.55 ms
[2022-04-05 10:48:55 main:574] : INFO : Epoch 1677 | loss: 0.0311763 | val_loss: 0.0311841 | Time: 4834.63 ms
[2022-04-05 10:49:00 main:574] : INFO : Epoch 1678 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 4809.55 ms
[2022-04-05 10:49:05 main:574] : INFO : Epoch 1679 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 4808.81 ms
[2022-04-05 10:49:09 main:574] : INFO : Epoch 1680 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 4805.68 ms
[2022-04-05 10:49:14 main:574] : INFO : Epoch 1681 | loss: 0.0311762 | val_loss: 0.0311829 | Time: 4800.56 ms
[2022-04-05 10:49:19 main:574] : INFO : Epoch 1682 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 4792.67 ms
[2022-04-05 10:49:24 main:574] : INFO : Epoch 1683 | loss: 0.0311777 | val_loss: 0.0311796 | Time: 4869.04 ms
[2022-04-05 10:49:29 main:574] : INFO : Epoch 1684 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 4810.89 ms
[2022-04-05 10:49:34 main:574] : INFO : Epoch 1685 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 4869.03 ms
[2022-04-05 10:49:38 main:574] : INFO : Epoch 1686 | loss: 0.0311755 | val_loss: 0.031181 | Time: 4900.93 ms
[2022-04-05 10:49:43 main:574] : INFO : Epoch 1687 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 4874.25 ms
[2022-04-05 10:49:48 main:574] : INFO : Epoch 1688 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 4872.93 ms
[2022-04-05 10:49:53 main:574] : INFO : Epoch 1689 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 4813.27 ms
[2022-04-05 10:49:58 main:574] : INFO : Epoch 1690 | loss: 0.0311775 | val_loss: 0.0311867 | Time: 4905.59 ms
[2022-04-05 10:50:03 main:574] : INFO : Epoch 1691 | loss: 0.0311792 | val_loss: 0.0311833 | Time: 4894.76 ms
[2022-04-05 10:50:08 main:574] : INFO : Epoch 1692 | loss: 0.0311777 | val_loss: 0.03118 | Time: 4761.8 ms
[2022-04-05 10:50:12 main:574] : INFO : Epoch 1693 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 4865.87 ms
[2022-04-05 10:50:17 main:574] : INFO : Epoch 1694 | loss: 0.0311774 | val_loss: 0.0311803 | Time: 4826.85 ms
[2022-04-05 10:50:22 main:574] : INFO : Epoch 1695 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 4819.51 ms
[2022-04-05 10:50:27 main:574] : INFO : Epoch 1696 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 4787.82 ms
[2022-04-05 10:50:32 main:574] : INFO : Epoch 1697 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 4787.65 ms
[2022-04-05 10:50:37 main:574] : INFO : Epoch 1698 | loss: 0.0311751 | val_loss: 0.0311801 | Time: 4813.18 ms
[2022-04-05 10:50:41 main:574] : INFO : Epoch 1699 | loss: 0.0311767 | val_loss: 0.0311812 | Time: 4781.82 ms
[2022-04-05 10:50:46 main:574] : INFO : Epoch 1700 | loss: 0.0311811 | val_loss: 0.0311936 | Time: 4776.61 ms
[2022-04-05 10:50:51 main:574] : INFO : Epoch 1701 | loss: 0.031187 | val_loss: 0.0311857 | Time: 4815.86 ms
[2022-04-05 10:50:56 main:574] : INFO : Epoch 1702 | loss: 0.0311763 | val_loss: 0.0311825 | Time: 4752.21 ms
[2022-04-05 10:51:00 main:574] : INFO : Epoch 1703 | loss: 0.0311774 | val_loss: 0.0311795 | Time: 4802.79 ms
[2022-04-05 10:51:05 main:574] : INFO : Epoch 1704 | loss: 0.0311768 | val_loss: 0.0311789 | Time: 4774.07 ms
[2022-04-05 10:51:10 main:574] : INFO : Epoch 1705 | loss: 0.0311758 | val_loss: 0.0311786 | Time: 4785.16 ms
[2022-04-05 10:51:15 main:574] : INFO : Epoch 1706 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 4812.99 ms
[2022-04-05 10:51:20 main:574] : INFO : Epoch 1707 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 4784.03 ms
[2022-04-05 10:51:24 main:574] : INFO : Epoch 1708 | loss: 0.0311789 | val_loss: 0.0311848 | Time: 4751.53 ms
[2022-04-05 10:51:29 main:574] : INFO : Epoch 1709 | loss: 0.0311805 | val_loss: 0.031182 | Time: 4735.05 ms
[2022-04-05 10:51:34 main:574] : INFO : Epoch 1710 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 4881.27 ms
[2022-04-05 10:51:39 main:574] : INFO : Epoch 1711 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 4768.72 ms
[2022-04-05 10:51:44 main:574] : INFO : Epoch 1712 | loss: 0.0311783 | val_loss: 0.03118 | Time: 4795.22 ms
[2022-04-05 10:51:48 main:574] : INFO : Epoch 1713 | loss: 0.031177 | val_loss: 0.0311805 | Time: 4793.18 ms
[2022-04-05 10:51:53 main:574] : INFO : Epoch 1714 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 4871.94 ms
[2022-04-05 10:51:58 main:574] : INFO : Epoch 1715 | loss: 0.0311772 | val_loss: 0.0311854 | Time: 4853.9 ms
[2022-04-05 10:52:03 main:574] : INFO : Epoch 1716 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 4829.02 ms
[2022-04-05 10:52:08 main:574] : INFO : Epoch 1717 | loss: 0.0311759 | val_loss: 0.0311809 | Time: 4791.2 ms
[2022-04-05 10:52:13 main:574] : INFO : Epoch 1718 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 4741.27 ms
[2022-04-05 10:52:17 main:574] : INFO : Epoch 1719 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 4801.19 ms
[2022-04-05 10:52:22 main:574] : INFO : Epoch 1720 | loss: 0.0311747 | val_loss: 0.0311786 | Time: 4792.99 ms
[2022-04-05 10:52:27 main:574] : INFO : Epoch 1721 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 4773.26 ms
[2022-04-05 10:52:32 main:574] : INFO : Epoch 1722 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 4803.37 ms
[2022-04-05 10:52:37 main:574] : INFO : Epoch 1723 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 4843.38 ms
[2022-04-05 10:52:41 main:574] : INFO : Epoch 1724 | loss: 0.0311755 | val_loss: 0.0311845 | Time: 4811.7 ms
[2022-04-05 10:52:46 main:574] : INFO : Epoch 1725 | loss: 0.0311754 | val_loss: 0.0311792 | Time: 4821.03 ms
[2022-04-05 10:52:51 main:574] : INFO : Epoch 1726 | loss: 0.031175 | val_loss: 0.0311821 | Time: 4823.14 ms
[2022-04-05 10:52:56 main:574] : INFO : Epoch 1727 | loss: 0.0311764 | val_loss: 0.0311801 | Time: 4801.16 ms
[2022-04-05 10:53:01 main:574] : INFO : Epoch 1728 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 4830.48 ms
[2022-04-05 10:53:06 main:574] : INFO : Epoch 1729 | loss: 0.0311755 | val_loss: 0.0311823 | Time: 4804.43 ms
[2022-04-05 10:53:10 main:574] : INFO : Epoch 1730 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 4832.16 ms
[2022-04-05 10:53:15 main:574] : INFO : Epoch 1731 | loss: 0.0311761 | val_loss: 0.0311792 | Time: 4785.86 ms
[2022-04-05 10:53:20 main:574] : INFO : Epoch 1732 | loss: 0.0311778 | val_loss: 0.03118 | Time: 4761.5 ms
[2022-04-05 10:53:25 main:574] : INFO : Epoch 1733 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 4815.86 ms
[2022-04-05 10:53:30 main:574] : INFO : Epoch 1734 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 4790.64 ms
[2022-04-05 10:53:34 main:574] : INFO : Epoch 1735 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 4800.5 ms
[2022-04-05 10:53:39 main:574] : INFO : Epoch 1736 | loss: 0.031177 | val_loss: 0.0311805 | Time: 4786.95 ms
[2022-04-05 10:53:44 main:574] : INFO : Epoch 1737 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 4828.4 ms
[2022-04-05 10:53:49 main:574] : INFO : Epoch 1738 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 4741.62 ms
[2022-04-05 10:53:54 main:574] : INFO : Epoch 1739 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 4814.26 ms
[2022-04-05 10:53:58 main:574] : INFO : Epoch 1740 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 4812.39 ms
[2022-04-05 10:54:03 main:574] : INFO : Epoch 1741 | loss: 0.0311756 | val_loss: 0.0311801 | Time: 4837.79 ms
[2022-04-05 10:54:08 main:574] : INFO : Epoch 1742 | loss: 0.0311761 | val_loss: 0.0311899 | Time: 4802.28 ms
[2022-04-05 10:54:13 main:574] : INFO : Epoch 1743 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 4801.64 ms
[2022-04-05 10:54:18 main:574] : INFO : Epoch 1744 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 4868.48 ms
[2022-04-05 10:54:23 main:574] : INFO : Epoch 1745 | loss: 0.0311766 | val_loss: 0.031182 | Time: 4828.46 ms
[2022-04-05 10:54:27 main:574] : INFO : Epoch 1746 | loss: 0.0311796 | val_loss: 0.0311824 | Time: 4777.94 ms
[2022-04-05 10:54:32 main:574] : INFO : Epoch 1747 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 4802.7 ms
[2022-04-05 10:54:37 main:574] : INFO : Epoch 1748 | loss: 0.0311779 | val_loss: 0.0311809 | Time: 4776.72 ms
[2022-04-05 10:54:42 main:574] : INFO : Epoch 1749 | loss: 0.0311797 | val_loss: 0.0311816 | Time: 4801.57 ms
[2022-04-05 10:54:47 main:574] : INFO : Epoch 1750 | loss: 0.0311816 | val_loss: 0.0311793 | Time: 4837.7 ms
[2022-04-05 10:54:51 main:574] : INFO : Epoch 1751 | loss: 0.0311805 | val_loss: 0.0311792 | Time: 4796.39 ms
[2022-04-05 10:54:56 main:574] : INFO : Epoch 1752 | loss: 0.0311791 | val_loss: 0.0311795 | Time: 4809.03 ms
[2022-04-05 10:55:01 main:574] : INFO : Epoch 1753 | loss: 0.0311791 | val_loss: 0.0311794 | Time: 4804.5 ms
[2022-04-05 10:55:06 main:574] : INFO : Epoch 1754 | loss: 0.0311797 | val_loss: 0.0311835 | Time: 4849.55 ms
[2022-04-05 10:55:11 main:574] : INFO : Epoch 1755 | loss: 0.0311798 | val_loss: 0.0311793 | Time: 4860.81 ms
[2022-04-05 10:55:16 main:574] : INFO : Epoch 1756 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 4838.28 ms
[2022-04-05 10:55:20 main:574] : INFO : Epoch 1757 | loss: 0.0311755 | val_loss: 0.0311854 | Time: 4815.72 ms
[2022-04-05 10:55:25 main:574] : INFO : Epoch 1758 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 4799.41 ms
[2022-04-05 10:55:30 main:574] : INFO : Epoch 1759 | loss: 0.0311742 | val_loss: 0.0311784 | Time: 4816.41 ms
[2022-04-05 10:55:35 main:574] : INFO : Epoch 1760 | loss: 0.031174 | val_loss: 0.0311796 | Time: 4670.63 ms
[2022-04-05 10:55:39 main:574] : INFO : Epoch 1761 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 4740.6 ms
[2022-04-05 10:55:44 main:574] : INFO : Epoch 1762 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 4867.64 ms
[2022-04-05 10:55:49 main:574] : INFO : Epoch 1763 | loss: 0.0311761 | val_loss: 0.031179 | Time: 4816.05 ms
[2022-04-05 10:55:54 main:574] : INFO : Epoch 1764 | loss: 0.0311768 | val_loss: 0.0311792 | Time: 4786.46 ms
[2022-04-05 10:55:59 main:574] : INFO : Epoch 1765 | loss: 0.0311771 | val_loss: 0.0311771 | Time: 4800.53 ms
[2022-04-05 10:56:04 main:574] : INFO : Epoch 1766 | loss: 0.0311771 | val_loss: 0.0311758 | Time: 4848.88 ms
[2022-04-05 10:56:08 main:574] : INFO : Epoch 1767 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 4823.55 ms
[2022-04-05 10:56:13 main:574] : INFO : Epoch 1768 | loss: 0.0311766 | val_loss: 0.0311774 | Time: 4896.54 ms
[2022-04-05 10:56:18 main:574] : INFO : Epoch 1769 | loss: 0.0311746 | val_loss: 0.0311767 | Time: 4824.85 ms
[2022-04-05 10:56:23 main:574] : INFO : Epoch 1770 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 4836.38 ms
[2022-04-05 10:56:28 main:574] : INFO : Epoch 1771 | loss: 0.0311753 | val_loss: 0.031176 | Time: 4842.37 ms
[2022-04-05 10:56:33 main:574] : INFO : Epoch 1772 | loss: 0.0311747 | val_loss: 0.0311763 | Time: 4849.95 ms
[2022-04-05 10:56:37 main:574] : INFO : Epoch 1773 | loss: 0.0311755 | val_loss: 0.0311772 | Time: 4761.12 ms
[2022-04-05 10:56:42 main:574] : INFO : Epoch 1774 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 4793.03 ms
[2022-04-05 10:56:47 main:574] : INFO : Epoch 1775 | loss: 0.0311765 | val_loss: 0.0311772 | Time: 4812.3 ms
[2022-04-05 10:56:52 main:574] : INFO : Epoch 1776 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 4751.13 ms
[2022-04-05 10:56:57 main:574] : INFO : Epoch 1777 | loss: 0.0311777 | val_loss: 0.0311764 | Time: 4824.01 ms
[2022-04-05 10:57:01 main:574] : INFO : Epoch 1778 | loss: 0.031178 | val_loss: 0.0311798 | Time: 4831.5 ms
[2022-04-05 10:57:06 main:574] : INFO : Epoch 1779 | loss: 0.0311812 | val_loss: 0.0311955 | Time: 4787.92 ms
[2022-04-05 10:57:11 main:574] : INFO : Epoch 1780 | loss: 0.0311877 | val_loss: 0.0311837 | Time: 4840.35 ms
[2022-04-05 10:57:16 main:574] : INFO : Epoch 1781 | loss: 0.0311912 | val_loss: 0.0311942 | Time: 4768.63 ms
[2022-04-05 10:57:21 main:574] : INFO : Epoch 1782 | loss: 0.031184 | val_loss: 0.0311794 | Time: 4861.13 ms
[2022-04-05 10:57:26 main:574] : INFO : Epoch 1783 | loss: 0.0311768 | val_loss: 0.0311788 | Time: 4803.05 ms
[2022-04-05 10:57:30 main:574] : INFO : Epoch 1784 | loss: 0.0311775 | val_loss: 0.0311766 | Time: 4749.65 ms
[2022-04-05 10:57:35 main:574] : INFO : Epoch 1785 | loss: 0.0311758 | val_loss: 0.0311755 | Time: 4752.73 ms
[2022-04-05 10:57:40 main:574] : INFO : Epoch 1786 | loss: 0.0311742 | val_loss: 0.0311773 | Time: 4816.67 ms
[2022-04-05 10:57:45 main:574] : INFO : Epoch 1787 | loss: 0.031176 | val_loss: 0.0311787 | Time: 4815.93 ms
[2022-04-05 10:57:50 main:574] : INFO : Epoch 1788 | loss: 0.0311767 | val_loss: 0.0311764 | Time: 4737.93 ms
[2022-04-05 10:57:54 main:574] : INFO : Epoch 1789 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 4796.07 ms
[2022-04-05 10:57:59 main:574] : INFO : Epoch 1790 | loss: 0.0311744 | val_loss: 0.0311776 | Time: 4785.79 ms
[2022-04-05 10:58:04 main:574] : INFO : Epoch 1791 | loss: 0.0311744 | val_loss: 0.0311764 | Time: 4834.29 ms
[2022-04-05 10:58:09 main:574] : INFO : Epoch 1792 | loss: 0.0311735 | val_loss: 0.0311767 | Time: 4805.62 ms
[2022-04-05 10:58:14 main:574] : INFO : Epoch 1793 | loss: 0.0311735 | val_loss: 0.0311793 | Time: 4754.4 ms
[2022-04-05 10:58:18 main:574] : INFO : Epoch 1794 | loss: 0.0311801 | val_loss: 0.0311766 | Time: 4852.48 ms
[2022-04-05 10:58:23 main:574] : INFO : Epoch 1795 | loss: 0.0311818 | val_loss: 0.0311813 | Time: 4837.13 ms
[2022-04-05 10:58:28 main:574] : INFO : Epoch 1796 | loss: 0.031181 | val_loss: 0.0311796 | Time: 4821.29 ms
[2022-04-05 10:58:33 main:574] : INFO : Epoch 1797 | loss: 0.0311803 | val_loss: 0.031182 | Time: 4805.56 ms
[2022-04-05 10:58:38 main:574] : INFO : Epoch 1798 | loss: 0.0311795 | val_loss: 0.0311804 | Time: 4843.58 ms
[2022-04-05 10:58:43 main:574] : INFO : Epoch 1799 | loss: 0.0311778 | val_loss: 0.0311784 | Time: 4835.69 ms
[2022-04-05 10:58:47 main:574] : INFO : Epoch 1800 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 4813.31 ms
[2022-04-05 10:58:52 main:574] : INFO : Epoch 1801 | loss: 0.0311773 | val_loss: 0.0311778 | Time: 4794.64 ms
[2022-04-05 10:58:57 main:574] : INFO : Epoch 1802 | loss: 0.0311773 | val_loss: 0.0311784 | Time: 4828.8 ms
[2022-04-05 10:59:02 main:574] : INFO : Epoch 1803 | loss: 0.0311784 | val_loss: 0.031184 | Time: 4770.89 ms
[2022-04-05 10:59:07 main:574] : INFO : Epoch 1804 | loss: 0.0311798 | val_loss: 0.031182 | Time: 4896.97 ms
[2022-04-05 10:59:12 main:574] : INFO : Epoch 1805 | loss: 0.0311782 | val_loss: 0.0311791 | Time: 4826.02 ms
[2022-04-05 10:59:16 main:574] : INFO : Epoch 1806 | loss: 0.0311753 | val_loss: 0.0311807 | Time: 4756.99 ms
[2022-04-05 10:59:21 main:574] : INFO : Epoch 1807 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 4779.39 ms
[2022-04-05 10:59:26 main:574] : INFO : Epoch 1808 | loss: 0.0311748 | val_loss: 0.0311797 | Time: 4747.05 ms
[2022-04-05 10:59:31 main:574] : INFO : Epoch 1809 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 4789.09 ms
[2022-04-05 10:59:35 main:574] : INFO : Epoch 1810 | loss: 0.0311741 | val_loss: 0.0311828 | Time: 4765.12 ms
[2022-04-05 10:59:40 main:574] : INFO : Epoch 1811 | loss: 0.0311752 | val_loss: 0.0311815 | Time: 4781.07 ms
[2022-04-05 10:59:45 main:574] : INFO : Epoch 1812 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 4764.45 ms
[2022-04-05 10:59:50 main:574] : INFO : Epoch 1813 | loss: 0.0311739 | val_loss: 0.0311783 | Time: 4825.11 ms
[2022-04-05 10:59:55 main:574] : INFO : Epoch 1814 | loss: 0.0311737 | val_loss: 0.0311789 | Time: 4791.18 ms
[2022-04-05 10:59:59 main:574] : INFO : Epoch 1815 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 4838.2 ms
[2022-04-05 11:00:04 main:574] : INFO : Epoch 1816 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 4774.93 ms
[2022-04-05 11:00:09 main:574] : INFO : Epoch 1817 | loss: 0.0311734 | val_loss: 0.0311773 | Time: 4802.61 ms
[2022-04-05 11:00:14 main:574] : INFO : Epoch 1818 | loss: 0.0311723 | val_loss: 0.0311793 | Time: 4822.62 ms
[2022-04-05 11:00:19 main:574] : INFO : Epoch 1819 | loss: 0.0311753 | val_loss: 0.0311855 | Time: 4795.05 ms
[2022-04-05 11:00:24 main:574] : INFO : Epoch 1820 | loss: 0.0311743 | val_loss: 0.03118 | Time: 4870.08 ms
[2022-04-05 11:00:28 main:574] : INFO : Epoch 1821 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 4764.84 ms
[2022-04-05 11:00:33 main:574] : INFO : Epoch 1822 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 4834.38 ms
[2022-04-05 11:00:38 main:574] : INFO : Epoch 1823 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 4778.47 ms
[2022-04-05 11:00:43 main:574] : INFO : Epoch 1824 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 4804.85 ms
[2022-04-05 11:00:48 main:574] : INFO : Epoch 1825 | loss: 0.0311741 | val_loss: 0.0311796 | Time: 4833.99 ms
[2022-04-05 11:00:52 main:574] : INFO : Epoch 1826 | loss: 0.0311711 | val_loss: 0.0311771 | Time: 4810.2 ms
[2022-04-05 11:00:57 main:574] : INFO : Epoch 1827 | loss: 0.0311714 | val_loss: 0.0311767 | Time: 4791.54 ms
[2022-04-05 11:01:02 main:574] : INFO : Epoch 1828 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 4772.61 ms
[2022-04-05 11:01:07 main:574] : INFO : Epoch 1829 | loss: 0.0311716 | val_loss: 0.0311777 | Time: 4790.21 ms
[2022-04-05 11:01:12 main:574] : INFO : Epoch 1830 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 4821.34 ms
[2022-04-05 11:01:16 main:574] : INFO : Epoch 1831 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 4801.4 ms
[2022-04-05 11:01:21 main:574] : INFO : Epoch 1832 | loss: 0.0311719 | val_loss: 0.0311774 | Time: 4858.42 ms
[2022-04-05 11:01:26 main:574] : INFO : Epoch 1833 | loss: 0.0311714 | val_loss: 0.0311778 | Time: 4821.25 ms
[2022-04-05 11:01:31 main:574] : INFO : Epoch 1834 | loss: 0.0311711 | val_loss: 0.0311773 | Time: 4778.56 ms
[2022-04-05 11:01:36 main:574] : INFO : Epoch 1835 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 4816.87 ms
[2022-04-05 11:01:40 main:574] : INFO : Epoch 1836 | loss: 0.0311713 | val_loss: 0.0311783 | Time: 4763.49 ms
[2022-04-05 11:01:45 main:574] : INFO : Epoch 1837 | loss: 0.0311732 | val_loss: 0.031182 | Time: 4844.46 ms
[2022-04-05 11:01:50 main:574] : INFO : Epoch 1838 | loss: 0.0311752 | val_loss: 0.0311801 | Time: 4788.06 ms
[2022-04-05 11:01:55 main:574] : INFO : Epoch 1839 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 4880.26 ms
[2022-04-05 11:02:00 main:574] : INFO : Epoch 1840 | loss: 0.0311778 | val_loss: 0.03118 | Time: 4875.35 ms
[2022-04-05 11:02:05 main:574] : INFO : Epoch 1841 | loss: 0.0311742 | val_loss: 0.0311809 | Time: 4780.19 ms
[2022-04-05 11:02:10 main:574] : INFO : Epoch 1842 | loss: 0.031173 | val_loss: 0.0311775 | Time: 4844.16 ms
[2022-04-05 11:02:14 main:574] : INFO : Epoch 1843 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 4808.77 ms
[2022-04-05 11:02:19 main:574] : INFO : Epoch 1844 | loss: 0.0311721 | val_loss: 0.0311769 | Time: 4818.97 ms
[2022-04-05 11:02:24 main:574] : INFO : Epoch 1845 | loss: 0.0311732 | val_loss: 0.031179 | Time: 4777.57 ms
[2022-04-05 11:02:29 main:574] : INFO : Epoch 1846 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 4840.39 ms
[2022-04-05 11:02:34 main:574] : INFO : Epoch 1847 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 4801.66 ms
[2022-04-05 11:02:38 main:574] : INFO : Epoch 1848 | loss: 0.0311728 | val_loss: 0.0311833 | Time: 4860.02 ms
[2022-04-05 11:02:43 main:574] : INFO : Epoch 1849 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 4850.7 ms
[2022-04-05 11:02:48 main:574] : INFO : Epoch 1850 | loss: 0.0311745 | val_loss: 0.031178 | Time: 4826.51 ms
[2022-04-05 11:02:53 main:574] : INFO : Epoch 1851 | loss: 0.0311738 | val_loss: 0.0311831 | Time: 4802.12 ms
[2022-04-05 11:02:58 main:574] : INFO : Epoch 1852 | loss: 0.0311728 | val_loss: 0.0311786 | Time: 4857.67 ms
[2022-04-05 11:03:03 main:574] : INFO : Epoch 1853 | loss: 0.0311724 | val_loss: 0.0311773 | Time: 4804.25 ms
[2022-04-05 11:03:07 main:574] : INFO : Epoch 1854 | loss: 0.0311714 | val_loss: 0.031179 | Time: 4764.36 ms
[2022-04-05 11:03:12 main:574] : INFO : Epoch 1855 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 4840.1 ms
[2022-04-05 11:03:17 main:574] : INFO : Epoch 1856 | loss: 0.0311726 | val_loss: 0.03118 | Time: 4771.76 ms
[2022-04-05 11:03:22 main:574] : INFO : Epoch 1857 | loss: 0.0311735 | val_loss: 0.0311811 | Time: 4838.84 ms
[2022-04-05 11:03:27 main:574] : INFO : Epoch 1858 | loss: 0.0311728 | val_loss: 0.0311799 | Time: 4839.44 ms
[2022-04-05 11:03:32 main:574] : INFO : Epoch 1859 | loss: 0.0311725 | val_loss: 0.031182 | Time: 4830.78 ms
[2022-04-05 11:03:36 main:574] : INFO : Epoch 1860 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 4832.57 ms
[2022-04-05 11:03:41 main:574] : INFO : Epoch 1861 | loss: 0.0311787 | val_loss: 0.0311906 | Time: 4766.77 ms
[2022-04-05 11:03:46 main:574] : INFO : Epoch 1862 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 4634.11 ms
[2022-04-05 11:03:51 main:574] : INFO : Epoch 1863 | loss: 0.03118 | val_loss: 0.0311846 | Time: 4805.92 ms
[2022-04-05 11:03:56 main:574] : INFO : Epoch 1864 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 4893.15 ms
[2022-04-05 11:04:00 main:574] : INFO : Epoch 1865 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 4791.19 ms
[2022-04-05 11:04:05 main:574] : INFO : Epoch 1866 | loss: 0.0311781 | val_loss: 0.0311835 | Time: 4760.95 ms
[2022-04-05 11:04:10 main:574] : INFO : Epoch 1867 | loss: 0.0311777 | val_loss: 0.031185 | Time: 4800.29 ms
[2022-04-05 11:04:15 main:574] : INFO : Epoch 1868 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 4819.89 ms
[2022-04-05 11:04:20 main:574] : INFO : Epoch 1869 | loss: 0.0311788 | val_loss: 0.031182 | Time: 4764.91 ms
[2022-04-05 11:04:24 main:574] : INFO : Epoch 1870 | loss: 0.0311788 | val_loss: 0.0311831 | Time: 4808.71 ms
[2022-04-05 11:04:29 main:574] : INFO : Epoch 1871 | loss: 0.0311775 | val_loss: 0.0311827 | Time: 4781.75 ms
[2022-04-05 11:04:34 main:574] : INFO : Epoch 1872 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 4833.57 ms
[2022-04-05 11:04:39 main:574] : INFO : Epoch 1873 | loss: 0.0311771 | val_loss: 0.031184 | Time: 4843.44 ms
[2022-04-05 11:04:44 main:574] : INFO : Epoch 1874 | loss: 0.0311777 | val_loss: 0.0311859 | Time: 4851.24 ms
[2022-04-05 11:04:48 main:574] : INFO : Epoch 1875 | loss: 0.0311767 | val_loss: 0.0311845 | Time: 4796.23 ms
[2022-04-05 11:04:53 main:574] : INFO : Epoch 1876 | loss: 0.0311768 | val_loss: 0.0311869 | Time: 4801.91 ms
[2022-04-05 11:04:58 main:574] : INFO : Epoch 1877 | loss: 0.0311776 | val_loss: 0.0311922 | Time: 4800.41 ms
[2022-04-05 11:05:03 main:574] : INFO : Epoch 1878 | loss: 0.0311774 | val_loss: 0.0311906 | Time: 4788.72 ms
[2022-04-05 11:05:08 main:574] : INFO : Epoch 1879 | loss: 0.0311803 | val_loss: 0.0311868 | Time: 4863.65 ms
[2022-04-05 11:05:13 main:574] : INFO : Epoch 1880 | loss: 0.0311805 | val_loss: 0.0311845 | Time: 4844.41 ms
[2022-04-05 11:05:17 main:574] : INFO : Epoch 1881 | loss: 0.0311768 | val_loss: 0.0311859 | Time: 4777.01 ms
[2022-04-05 11:05:22 main:574] : INFO : Epoch 1882 | loss: 0.0311764 | val_loss: 0.0311859 | Time: 4737.56 ms
[2022-04-05 11:05:27 main:574] : INFO : Epoch 1883 | loss: 0.0311763 | val_loss: 0.0311832 | Time: 4777.46 ms
[2022-04-05 11:05:32 main:574] : INFO : Epoch 1884 | loss: 0.0311748 | val_loss: 0.0311843 | Time: 4858.68 ms
[2022-04-05 11:05:37 main:574] : INFO : Epoch 1885 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 4821.57 ms
[2022-04-05 11:05:41 main:574] : INFO : Epoch 1886 | loss: 0.0311745 | val_loss: 0.0311848 | Time: 4861.09 ms
[2022-04-05 11:05:46 main:574] : INFO : Epoch 1887 | loss: 0.0311752 | val_loss: 0.0311849 | Time: 4799.48 ms
[2022-04-05 11:05:51 main:574] : INFO : Epoch 1888 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 4822.53 ms
[2022-04-05 11:05:56 main:574] : INFO : Epoch 1889 | loss: 0.0311751 | val_loss: 0.0311937 | Time: 4812.64 ms
[2022-04-05 11:06:01 main:574] : INFO : Epoch 1890 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 4823.64 ms
[2022-04-05 11:06:06 main:574] : INFO : Epoch 1891 | loss: 0.0311735 | val_loss: 0.0311842 | Time: 4752.31 ms
[2022-04-05 11:06:10 main:574] : INFO : Epoch 1892 | loss: 0.0311752 | val_loss: 0.0311821 | Time: 4821.33 ms
[2022-04-05 11:06:15 main:574] : INFO : Epoch 1893 | loss: 0.0311762 | val_loss: 0.031181 | Time: 4792.25 ms
[2022-04-05 11:06:20 main:574] : INFO : Epoch 1894 | loss: 0.0311753 | val_loss: 0.031181 | Time: 4796.24 ms
[2022-04-05 11:06:25 main:574] : INFO : Epoch 1895 | loss: 0.0311761 | val_loss: 0.0311823 | Time: 4781.79 ms
[2022-04-05 11:06:29 main:574] : INFO : Epoch 1896 | loss: 0.0311765 | val_loss: 0.0311832 | Time: 4721.42 ms
[2022-04-05 11:06:34 main:574] : INFO : Epoch 1897 | loss: 0.0311776 | val_loss: 0.031186 | Time: 4784.21 ms
[2022-04-05 11:06:39 main:574] : INFO : Epoch 1898 | loss: 0.0311787 | val_loss: 0.0311839 | Time: 4810.9 ms
[2022-04-05 11:06:44 main:574] : INFO : Epoch 1899 | loss: 0.0311769 | val_loss: 0.0311821 | Time: 4754.7 ms
[2022-04-05 11:06:49 main:574] : INFO : Epoch 1900 | loss: 0.0311767 | val_loss: 0.0311834 | Time: 4795.66 ms
[2022-04-05 11:06:53 main:574] : INFO : Epoch 1901 | loss: 0.0311769 | val_loss: 0.0311853 | Time: 4826.06 ms
[2022-04-05 11:06:58 main:574] : INFO : Epoch 1902 | loss: 0.0311763 | val_loss: 0.031183 | Time: 4891.17 ms
[2022-04-05 11:07:03 main:574] : INFO : Epoch 1903 | loss: 0.0311743 | val_loss: 0.0311827 | Time: 4895.67 ms
[2022-04-05 11:07:08 main:574] : INFO : Epoch 1904 | loss: 0.0311742 | val_loss: 0.0311816 | Time: 4782.58 ms
[2022-04-05 11:07:13 main:574] : INFO : Epoch 1905 | loss: 0.0311742 | val_loss: 0.0311827 | Time: 4802.3 ms
[2022-04-05 11:07:18 main:574] : INFO : Epoch 1906 | loss: 0.0311742 | val_loss: 0.031183 | Time: 4792.43 ms
[2022-04-05 11:07:22 main:574] : INFO : Epoch 1907 | loss: 0.0311735 | val_loss: 0.0311827 | Time: 4805.11 ms
[2022-04-05 11:07:27 main:574] : INFO : Epoch 1908 | loss: 0.0311738 | val_loss: 0.0311828 | Time: 4849.77 ms
[2022-04-05 11:07:32 main:574] : INFO : Epoch 1909 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 4771.48 ms
[2022-04-05 11:07:37 main:574] : INFO : Epoch 1910 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 4782.18 ms
[2022-04-05 11:07:42 main:574] : INFO : Epoch 1911 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 4822.66 ms
[2022-04-05 11:07:47 main:574] : INFO : Epoch 1912 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 4820 ms
[2022-04-05 11:07:51 main:574] : INFO : Epoch 1913 | loss: 0.0311746 | val_loss: 0.0311812 | Time: 4823.48 ms
[2022-04-05 11:07:56 main:574] : INFO : Epoch 1914 | loss: 0.031174 | val_loss: 0.031181 | Time: 4839.44 ms
[2022-04-05 11:08:01 main:574] : INFO : Epoch 1915 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 4787.84 ms
[2022-04-05 11:08:06 main:574] : INFO : Epoch 1916 | loss: 0.0311729 | val_loss: 0.0311826 | Time: 4863.82 ms
[2022-04-05 11:08:11 main:574] : INFO : Epoch 1917 | loss: 0.0311741 | val_loss: 0.0311821 | Time: 4877.51 ms
[2022-04-05 11:08:16 main:574] : INFO : Epoch 1918 | loss: 0.0311736 | val_loss: 0.0311842 | Time: 4843.54 ms
[2022-04-05 11:08:20 main:574] : INFO : Epoch 1919 | loss: 0.0311725 | val_loss: 0.0311823 | Time: 4819.18 ms
[2022-04-05 11:08:25 main:574] : INFO : Epoch 1920 | loss: 0.0311723 | val_loss: 0.0311824 | Time: 4804.29 ms
[2022-04-05 11:08:30 main:574] : INFO : Epoch 1921 | loss: 0.0311723 | val_loss: 0.0311817 | Time: 4787.41 ms
[2022-04-05 11:08:35 main:574] : INFO : Epoch 1922 | loss: 0.0311725 | val_loss: 0.0311813 | Time: 4829.78 ms
[2022-04-05 11:08:40 main:574] : INFO : Epoch 1923 | loss: 0.0311739 | val_loss: 0.0311825 | Time: 4837.05 ms
[2022-04-05 11:08:45 main:574] : INFO : Epoch 1924 | loss: 0.0311739 | val_loss: 0.0311846 | Time: 4815.36 ms
[2022-04-05 11:08:49 main:574] : INFO : Epoch 1925 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 4847.28 ms
[2022-04-05 11:08:54 main:574] : INFO : Epoch 1926 | loss: 0.031176 | val_loss: 0.0311829 | Time: 4807.8 ms
[2022-04-05 11:08:59 main:574] : INFO : Epoch 1927 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 4802.16 ms
[2022-04-05 11:09:04 main:574] : INFO : Epoch 1928 | loss: 0.0311736 | val_loss: 0.0311871 | Time: 4863.6 ms
[2022-04-05 11:09:09 main:574] : INFO : Epoch 1929 | loss: 0.031176 | val_loss: 0.031187 | Time: 4792.6 ms
[2022-04-05 11:09:14 main:574] : INFO : Epoch 1930 | loss: 0.0311733 | val_loss: 0.0311853 | Time: 4834.52 ms
[2022-04-05 11:09:18 main:574] : INFO : Epoch 1931 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 4896.32 ms
[2022-04-05 11:09:23 main:574] : INFO : Epoch 1932 | loss: 0.0311796 | val_loss: 0.0311825 | Time: 4859.5 ms
[2022-04-05 11:09:28 main:574] : INFO : Epoch 1933 | loss: 0.03118 | val_loss: 0.0311841 | Time: 4856.42 ms
[2022-04-05 11:09:33 main:574] : INFO : Epoch 1934 | loss: 0.0311782 | val_loss: 0.031185 | Time: 4770.56 ms
[2022-04-05 11:09:38 main:574] : INFO : Epoch 1935 | loss: 0.0311788 | val_loss: 0.0311874 | Time: 4803.89 ms
[2022-04-05 11:09:43 main:574] : INFO : Epoch 1936 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 4818.45 ms
[2022-04-05 11:09:47 main:574] : INFO : Epoch 1937 | loss: 0.0311764 | val_loss: 0.031183 | Time: 4812.76 ms
[2022-04-05 11:09:52 main:574] : INFO : Epoch 1938 | loss: 0.0311791 | val_loss: 0.0311826 | Time: 4785.61 ms
[2022-04-05 11:09:57 main:574] : INFO : Epoch 1939 | loss: 0.0311785 | val_loss: 0.0311828 | Time: 4800.64 ms
[2022-04-05 11:10:02 main:574] : INFO : Epoch 1940 | loss: 0.0311777 | val_loss: 0.0311826 | Time: 4799.73 ms
[2022-04-05 11:10:07 main:574] : INFO : Epoch 1941 | loss: 0.0311774 | val_loss: 0.0311853 | Time: 4801.98 ms
[2022-04-05 11:10:11 main:574] : INFO : Epoch 1942 | loss: 0.0311781 | val_loss: 0.0311853 | Time: 4799.83 ms
[2022-04-05 11:10:16 main:574] : INFO : Epoch 1943 | loss: 0.0311852 | val_loss: 0.0312609 | Time: 4784.48 ms
[2022-04-05 11:10:21 main:574] : INFO : Epoch 1944 | loss: 0.0321697 | val_loss: 0.0314406 | Time: 4843.84 ms
[2022-04-05 11:10:26 main:574] : INFO : Epoch 1945 | loss: 0.0314014 | val_loss: 0.0312688 | Time: 4856.97 ms
[2022-04-05 11:10:31 main:574] : INFO : Epoch 1946 | loss: 0.0312115 | val_loss: 0.0311934 | Time: 4778.15 ms
[2022-04-05 11:10:36 main:574] : INFO : Epoch 1947 | loss: 0.0311829 | val_loss: 0.0311987 | Time: 4830.26 ms
[2022-04-05 11:10:40 main:574] : INFO : Epoch 1948 | loss: 0.0311804 | val_loss: 0.0311832 | Time: 4843.72 ms
[2022-04-05 11:10:45 main:574] : INFO : Epoch 1949 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 4762.76 ms
[2022-04-05 11:10:50 main:574] : INFO : Epoch 1950 | loss: 0.0311749 | val_loss: 0.0311806 | Time: 4782.87 ms
[2022-04-05 11:10:55 main:574] : INFO : Epoch 1951 | loss: 0.0311759 | val_loss: 0.0311816 | Time: 4792.54 ms
[2022-04-05 11:11:00 main:574] : INFO : Epoch 1952 | loss: 0.0311764 | val_loss: 0.0311833 | Time: 4774.36 ms
[2022-04-05 11:11:04 main:574] : INFO : Epoch 1953 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 4795.49 ms
[2022-04-05 11:11:09 main:574] : INFO : Epoch 1954 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 4814.75 ms
[2022-04-05 11:11:14 main:574] : INFO : Epoch 1955 | loss: 0.0311755 | val_loss: 0.0311807 | Time: 4816.07 ms
[2022-04-05 11:11:19 main:574] : INFO : Epoch 1956 | loss: 0.031175 | val_loss: 0.0311796 | Time: 4786.64 ms
[2022-04-05 11:11:24 main:574] : INFO : Epoch 1957 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 4815.32 ms
[2022-04-05 11:11:29 main:574] : INFO : Epoch 1958 | loss: 0.0311767 | val_loss: 0.031181 | Time: 4853.9 ms
[2022-04-05 11:11:33 main:574] : INFO : Epoch 1959 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 4834.2 ms
[2022-04-05 11:11:38 main:574] : INFO : Epoch 1960 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 4838.09 ms
[2022-04-05 11:11:43 main:574] : INFO : Epoch 1961 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 4908.77 ms
[2022-04-05 11:11:48 main:574] : INFO : Epoch 1962 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 4881.14 ms
[2022-04-05 11:11:53 main:574] : INFO : Epoch 1963 | loss: 0.0311753 | val_loss: 0.031181 | Time: 4881.49 ms
[2022-04-05 11:11:58 main:574] : INFO : Epoch 1964 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 4620.66 ms
[2022-04-05 11:12:02 main:574] : INFO : Epoch 1965 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 4773.46 ms
[2022-04-05 11:12:07 main:574] : INFO : Epoch 1966 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 4854.14 ms
[2022-04-05 11:12:12 main:574] : INFO : Epoch 1967 | loss: 0.0311739 | val_loss: 0.0311793 | Time: 4802.6 ms
[2022-04-05 11:12:17 main:574] : INFO : Epoch 1968 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 4855.19 ms
[2022-04-05 11:12:22 main:574] : INFO : Epoch 1969 | loss: 0.0311738 | val_loss: 0.0311824 | Time: 4844.94 ms
[2022-04-05 11:12:27 main:574] : INFO : Epoch 1970 | loss: 0.0311748 | val_loss: 0.0311776 | Time: 4836.06 ms
[2022-04-05 11:12:31 main:574] : INFO : Epoch 1971 | loss: 0.0311745 | val_loss: 0.0311793 | Time: 4829.09 ms
[2022-04-05 11:12:36 main:574] : INFO : Epoch 1972 | loss: 0.0311739 | val_loss: 0.031178 | Time: 4769.53 ms
[2022-04-05 11:12:41 main:574] : INFO : Epoch 1973 | loss: 0.0311762 | val_loss: 0.0311842 | Time: 4775.47 ms
[2022-04-05 11:12:46 main:574] : INFO : Epoch 1974 | loss: 0.0311746 | val_loss: 0.0311791 | Time: 4792.61 ms
[2022-04-05 11:12:51 main:574] : INFO : Epoch 1975 | loss: 0.0311733 | val_loss: 0.03118 | Time: 4798.83 ms
[2022-04-05 11:12:55 main:574] : INFO : Epoch 1976 | loss: 0.0311738 | val_loss: 0.0311797 | Time: 4834.36 ms
[2022-04-05 11:13:00 main:574] : INFO : Epoch 1977 | loss: 0.0311738 | val_loss: 0.0311803 | Time: 4792.24 ms
[2022-04-05 11:13:05 main:574] : INFO : Epoch 1978 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 4805.06 ms
[2022-04-05 11:13:10 main:574] : INFO : Epoch 1979 | loss: 0.0311726 | val_loss: 0.0311797 | Time: 4764.24 ms
[2022-04-05 11:13:15 main:574] : INFO : Epoch 1980 | loss: 0.031173 | val_loss: 0.0311796 | Time: 4753.39 ms
[2022-04-05 11:13:19 main:574] : INFO : Epoch 1981 | loss: 0.031172 | val_loss: 0.0311822 | Time: 4806.74 ms
[2022-04-05 11:13:24 main:574] : INFO : Epoch 1982 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 4796.86 ms
[2022-04-05 11:13:29 main:574] : INFO : Epoch 1983 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 4816.7 ms
[2022-04-05 11:13:34 main:574] : INFO : Epoch 1984 | loss: 0.0311729 | val_loss: 0.031179 | Time: 4759.1 ms
[2022-04-05 11:13:38 main:574] : INFO : Epoch 1985 | loss: 0.031172 | val_loss: 0.0311791 | Time: 4737.81 ms
[2022-04-05 11:13:43 main:574] : INFO : Epoch 1986 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 4772.61 ms
[2022-04-05 11:13:48 main:574] : INFO : Epoch 1987 | loss: 0.0311732 | val_loss: 0.0311793 | Time: 4756.97 ms
[2022-04-05 11:13:53 main:574] : INFO : Epoch 1988 | loss: 0.0311725 | val_loss: 0.0311792 | Time: 4775.54 ms
[2022-04-05 11:13:58 main:574] : INFO : Epoch 1989 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 4794.67 ms
[2022-04-05 11:14:02 main:574] : INFO : Epoch 1990 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 4756.69 ms
[2022-04-05 11:14:07 main:574] : INFO : Epoch 1991 | loss: 0.0311727 | val_loss: 0.0311842 | Time: 4737.52 ms
[2022-04-05 11:14:12 main:574] : INFO : Epoch 1992 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 4784.15 ms
[2022-04-05 11:14:17 main:574] : INFO : Epoch 1993 | loss: 0.031175 | val_loss: 0.0311812 | Time: 4792.93 ms
[2022-04-05 11:14:21 main:574] : INFO : Epoch 1994 | loss: 0.0311758 | val_loss: 0.0311814 | Time: 4760.1 ms
[2022-04-05 11:14:26 main:574] : INFO : Epoch 1995 | loss: 0.0311771 | val_loss: 0.0311808 | Time: 4808.82 ms
[2022-04-05 11:14:31 main:574] : INFO : Epoch 1996 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 4771.2 ms
[2022-04-05 11:14:36 main:574] : INFO : Epoch 1997 | loss: 0.0311757 | val_loss: 0.0311798 | Time: 4827.79 ms
[2022-04-05 11:14:41 main:574] : INFO : Epoch 1998 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 4784.4 ms
[2022-04-05 11:14:45 main:574] : INFO : Epoch 1999 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 4761.05 ms
[2022-04-05 11:14:50 main:574] : INFO : Epoch 2000 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 4879.52 ms
[2022-04-05 11:14:55 main:574] : INFO : Epoch 2001 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 4740.19 ms
[2022-04-05 11:15:00 main:574] : INFO : Epoch 2002 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 4745.87 ms
[2022-04-05 11:15:05 main:574] : INFO : Epoch 2003 | loss: 0.0311761 | val_loss: 0.0311823 | Time: 4783.05 ms
[2022-04-05 11:15:09 main:574] : INFO : Epoch 2004 | loss: 0.0311767 | val_loss: 0.031184 | Time: 4780.09 ms
[2022-04-05 11:15:14 main:574] : INFO : Epoch 2005 | loss: 0.0311764 | val_loss: 0.0311833 | Time: 4824.09 ms
[2022-04-05 11:15:19 main:574] : INFO : Epoch 2006 | loss: 0.0311747 | val_loss: 0.0311818 | Time: 4772.39 ms
[2022-04-05 11:15:24 main:574] : INFO : Epoch 2007 | loss: 0.0311746 | val_loss: 0.031181 | Time: 4819.97 ms
[2022-04-05 11:15:29 main:574] : INFO : Epoch 2008 | loss: 0.0311747 | val_loss: 0.0311815 | Time: 4770.27 ms
[2022-04-05 11:15:33 main:574] : INFO : Epoch 2009 | loss: 0.0311758 | val_loss: 0.031186 | Time: 4806.89 ms
[2022-04-05 11:15:38 main:574] : INFO : Epoch 2010 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 4810.1 ms
[2022-04-05 11:15:43 main:574] : INFO : Epoch 2011 | loss: 0.0311765 | val_loss: 0.0311816 | Time: 4817.72 ms
[2022-04-05 11:15:48 main:574] : INFO : Epoch 2012 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 4788.18 ms
[2022-04-05 11:15:53 main:574] : INFO : Epoch 2013 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 4786.77 ms
[2022-04-05 11:15:57 main:574] : INFO : Epoch 2014 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 4739.4 ms
[2022-04-05 11:16:02 main:574] : INFO : Epoch 2015 | loss: 0.0311759 | val_loss: 0.0311831 | Time: 4783.18 ms
[2022-04-05 11:16:07 main:574] : INFO : Epoch 2016 | loss: 0.031176 | val_loss: 0.0311802 | Time: 4770.8 ms
[2022-04-05 11:16:12 main:574] : INFO : Epoch 2017 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 4757.41 ms
[2022-04-05 11:16:17 main:574] : INFO : Epoch 2018 | loss: 0.0311759 | val_loss: 0.0311815 | Time: 4744.42 ms
[2022-04-05 11:16:21 main:574] : INFO : Epoch 2019 | loss: 0.0311768 | val_loss: 0.0311805 | Time: 4741.58 ms
[2022-04-05 11:16:26 main:574] : INFO : Epoch 2020 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 4800.01 ms
[2022-04-05 11:16:31 main:574] : INFO : Epoch 2021 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 4772.42 ms
[2022-04-05 11:16:36 main:574] : INFO : Epoch 2022 | loss: 0.0311751 | val_loss: 0.0311788 | Time: 4711.98 ms
[2022-04-05 11:16:40 main:574] : INFO : Epoch 2023 | loss: 0.0311744 | val_loss: 0.0311802 | Time: 4821.57 ms
[2022-04-05 11:16:45 main:574] : INFO : Epoch 2024 | loss: 0.0311743 | val_loss: 0.031179 | Time: 4777.8 ms
[2022-04-05 11:16:50 main:574] : INFO : Epoch 2025 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 4819.85 ms
[2022-04-05 11:16:55 main:574] : INFO : Epoch 2026 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 4676.03 ms
[2022-04-05 11:17:00 main:574] : INFO : Epoch 2027 | loss: 0.0311739 | val_loss: 0.0311801 | Time: 4769.89 ms
[2022-04-05 11:17:04 main:574] : INFO : Epoch 2028 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 4797.22 ms
[2022-04-05 11:17:09 main:574] : INFO : Epoch 2029 | loss: 0.031175 | val_loss: 0.0311876 | Time: 4724.47 ms
[2022-04-05 11:17:14 main:574] : INFO : Epoch 2030 | loss: 0.0311759 | val_loss: 0.031181 | Time: 4705.44 ms
[2022-04-05 11:17:18 main:574] : INFO : Epoch 2031 | loss: 0.0311723 | val_loss: 0.03118 | Time: 4733.09 ms
[2022-04-05 11:17:23 main:574] : INFO : Epoch 2032 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 4812.51 ms
[2022-04-05 11:17:28 main:574] : INFO : Epoch 2033 | loss: 0.031173 | val_loss: 0.0311789 | Time: 4794.16 ms
[2022-04-05 11:17:33 main:574] : INFO : Epoch 2034 | loss: 0.0311734 | val_loss: 0.03118 | Time: 4779.71 ms
[2022-04-05 11:17:38 main:574] : INFO : Epoch 2035 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 4752.62 ms
[2022-04-05 11:17:42 main:574] : INFO : Epoch 2036 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 4778.33 ms
[2022-04-05 11:17:47 main:574] : INFO : Epoch 2037 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 4824.23 ms
[2022-04-05 11:17:52 main:574] : INFO : Epoch 2038 | loss: 0.0311724 | val_loss: 0.0311815 | Time: 4777.44 ms
[2022-04-05 11:17:57 main:574] : INFO : Epoch 2039 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 4789.81 ms
[2022-04-05 11:18:02 main:574] : INFO : Epoch 2040 | loss: 0.0311724 | val_loss: 0.0311812 | Time: 4776.39 ms
[2022-04-05 11:18:06 main:574] : INFO : Epoch 2041 | loss: 0.0311723 | val_loss: 0.0311829 | Time: 4764.7 ms
[2022-04-05 11:18:11 main:574] : INFO : Epoch 2042 | loss: 0.0311717 | val_loss: 0.0311816 | Time: 4784.51 ms
[2022-04-05 11:18:16 main:574] : INFO : Epoch 2043 | loss: 0.0311716 | val_loss: 0.031181 | Time: 4735.97 ms
[2022-04-05 11:18:21 main:574] : INFO : Epoch 2044 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 4839.43 ms
[2022-04-05 11:18:26 main:574] : INFO : Epoch 2045 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 4868.04 ms
[2022-04-05 11:18:31 main:574] : INFO : Epoch 2046 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 4982.1 ms
[2022-04-05 11:18:35 main:574] : INFO : Epoch 2047 | loss: 0.031174 | val_loss: 0.0311828 | Time: 4818.98 ms
[2022-04-05 11:18:40 main:574] : INFO : Epoch 2048 | loss: 0.0311771 | val_loss: 0.031181 | Time: 4813.97 ms
[2022-04-05 11:18:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031181
[2022-04-05 11:18:40 main:603] : INFO : Saving end state to config to file
[2022-04-05 11:18:40 main:608] : INFO : Success, exiting..
11:18:40 (4072): 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)