Task 5140351
| Name | ParityModified-1619581420-21761-1_0 |
| Workunit | 3087690 |
| Created | 3 May 2021, 19:53:38 UTC |
| Sent | 12 May 2021, 3:21:47 UTC |
| Report deadline | 19 May 2021, 3:21:47 UTC |
| Received | 12 May 2021, 7:14:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 48 min 46 sec |
| CPU time | 2 hours 40 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311764 | val_loss: 0.0311876 | Time: 4800.1 ms
[2021-05-12 01:31:16 main:574] : INFO : Epoch 1543 | loss: 0.0311736 | val_loss: 0.0311875 | Time: 4804.63 ms
[2021-05-12 01:31:21 main:574] : INFO : Epoch 1544 | loss: 0.031173 | val_loss: 0.0311868 | Time: 4866.46 ms
[2021-05-12 01:31:26 main:574] : INFO : Epoch 1545 | loss: 0.0311712 | val_loss: 0.031187 | Time: 4723.82 ms
[2021-05-12 01:31:31 main:574] : INFO : Epoch 1546 | loss: 0.031171 | val_loss: 0.0311867 | Time: 4895.73 ms
[2021-05-12 01:31:36 main:574] : INFO : Epoch 1547 | loss: 0.031171 | val_loss: 0.0311886 | Time: 5011.67 ms
[2021-05-12 01:31:41 main:574] : INFO : Epoch 1548 | loss: 0.0311715 | val_loss: 0.0311867 | Time: 4922.91 ms
[2021-05-12 01:31:46 main:574] : INFO : Epoch 1549 | loss: 0.0311715 | val_loss: 0.0311856 | Time: 4875.07 ms
[2021-05-12 01:31:51 main:574] : INFO : Epoch 1550 | loss: 0.031171 | val_loss: 0.0311874 | Time: 4939.28 ms
[2021-05-12 01:31:56 main:574] : INFO : Epoch 1551 | loss: 0.0311712 | val_loss: 0.0311862 | Time: 4902.82 ms
[2021-05-12 01:32:00 main:574] : INFO : Epoch 1552 | loss: 0.0311719 | val_loss: 0.0311857 | Time: 4744.71 ms
[2021-05-12 01:32:05 main:574] : INFO : Epoch 1553 | loss: 0.0311725 | val_loss: 0.031189 | Time: 4766.3 ms
[2021-05-12 01:32:10 main:574] : INFO : Epoch 1554 | loss: 0.0311745 | val_loss: 0.0311834 | Time: 4775.05 ms
[2021-05-12 01:32:15 main:574] : INFO : Epoch 1555 | loss: 0.0311739 | val_loss: 0.0311839 | Time: 4882.23 ms
[2021-05-12 01:32:20 main:574] : INFO : Epoch 1556 | loss: 0.0311722 | val_loss: 0.0311848 | Time: 4980.16 ms
[2021-05-12 01:32:25 main:574] : INFO : Epoch 1557 | loss: 0.0311729 | val_loss: 0.031187 | Time: 4938.98 ms
[2021-05-12 01:32:30 main:574] : INFO : Epoch 1558 | loss: 0.0311724 | val_loss: 0.031185 | Time: 4952.33 ms
[2021-05-12 01:32:35 main:574] : INFO : Epoch 1559 | loss: 0.0311735 | val_loss: 0.0311853 | Time: 4766.04 ms
[2021-05-12 01:32:40 main:574] : INFO : Epoch 1560 | loss: 0.0311732 | val_loss: 0.0311936 | Time: 4831.62 ms
[2021-05-12 01:32:45 main:574] : INFO : Epoch 1561 | loss: 0.0311722 | val_loss: 0.0311839 | Time: 4837.52 ms
[2021-05-12 01:32:50 main:574] : INFO : Epoch 1562 | loss: 0.0311727 | val_loss: 0.0311826 | Time: 4904.04 ms
[2021-05-12 01:32:55 main:574] : INFO : Epoch 1563 | loss: 0.0311715 | val_loss: 0.031182 | Time: 4842.99 ms
[2021-05-12 01:33:00 main:574] : INFO : Epoch 1564 | loss: 0.0311692 | val_loss: 0.0311868 | Time: 4896.63 ms
[2021-05-12 01:33:04 main:574] : INFO : Epoch 1565 | loss: 0.0311699 | val_loss: 0.0311849 | Time: 4863.79 ms
[2021-05-12 01:33:09 main:574] : INFO : Epoch 1566 | loss: 0.0311715 | val_loss: 0.0311872 | Time: 4797.21 ms
[2021-05-12 01:33:14 main:574] : INFO : Epoch 1567 | loss: 0.0311748 | val_loss: 0.0311872 | Time: 4888.04 ms
[2021-05-12 01:33:19 main:574] : INFO : Epoch 1568 | loss: 0.0311758 | val_loss: 0.0311846 | Time: 4847.33 ms
[2021-05-12 01:33:24 main:574] : INFO : Epoch 1569 | loss: 0.0311741 | val_loss: 0.0311856 | Time: 4838.19 ms
[2021-05-12 01:33:29 main:574] : INFO : Epoch 1570 | loss: 0.0311741 | val_loss: 0.0311955 | Time: 4713.73 ms
[2021-05-12 01:33:34 main:574] : INFO : Epoch 1571 | loss: 0.0311773 | val_loss: 0.0311895 | Time: 4794.23 ms
[2021-05-12 01:33:39 main:574] : INFO : Epoch 1572 | loss: 0.0311754 | val_loss: 0.0311874 | Time: 4862.47 ms
[2021-05-12 01:33:43 main:574] : INFO : Epoch 1573 | loss: 0.0311721 | val_loss: 0.0311849 | Time: 4726.41 ms
[2021-05-12 01:33:48 main:574] : INFO : Epoch 1574 | loss: 0.031169 | val_loss: 0.0311845 | Time: 4702.36 ms
[2021-05-12 01:33:53 main:574] : INFO : Epoch 1575 | loss: 0.0311701 | val_loss: 0.0311884 | Time: 4726.82 ms
[2021-05-12 01:33:58 main:574] : INFO : Epoch 1576 | loss: 0.0311722 | val_loss: 0.0311948 | Time: 4751.1 ms
[2021-05-12 01:34:03 main:574] : INFO : Epoch 1577 | loss: 0.0311727 | val_loss: 0.0311868 | Time: 4872.77 ms
[2021-05-12 01:34:08 main:574] : INFO : Epoch 1578 | loss: 0.0311709 | val_loss: 0.0311899 | Time: 4891.48 ms
[2021-05-12 01:34:13 main:574] : INFO : Epoch 1579 | loss: 0.0311738 | val_loss: 0.0311848 | Time: 4935.41 ms
[2021-05-12 01:34:17 main:574] : INFO : Epoch 1580 | loss: 0.0311726 | val_loss: 0.0311868 | Time: 4754.56 ms
[2021-05-12 01:34:22 main:574] : INFO : Epoch 1581 | loss: 0.0311704 | val_loss: 0.0311832 | Time: 4920.45 ms
[2021-05-12 01:34:27 main:574] : INFO : Epoch 1582 | loss: 0.0311704 | val_loss: 0.0311836 | Time: 4842.12 ms
[2021-05-12 01:34:32 main:574] : INFO : Epoch 1583 | loss: 0.0311701 | val_loss: 0.0311831 | Time: 4868.97 ms
[2021-05-12 01:34:37 main:574] : INFO : Epoch 1584 | loss: 0.031168 | val_loss: 0.0311853 | Time: 5003.44 ms
[2021-05-12 01:34:42 main:574] : INFO : Epoch 1585 | loss: 0.0311732 | val_loss: 0.0311863 | Time: 4936.61 ms
[2021-05-12 01:34:47 main:574] : INFO : Epoch 1586 | loss: 0.0311751 | val_loss: 0.0311872 | Time: 4748.38 ms
[2021-05-12 01:34:52 main:574] : INFO : Epoch 1587 | loss: 0.0311753 | val_loss: 0.0311804 | Time: 4813.02 ms
[2021-05-12 01:34:57 main:574] : INFO : Epoch 1588 | loss: 0.0311745 | val_loss: 0.0311832 | Time: 4903.22 ms
[2021-05-12 01:35:02 main:574] : INFO : Epoch 1589 | loss: 0.0311745 | val_loss: 0.0311854 | Time: 4882.18 ms
[2021-05-12 01:35:07 main:574] : INFO : Epoch 1590 | loss: 0.0311742 | val_loss: 0.031184 | Time: 4897.15 ms
[2021-05-12 01:35:12 main:574] : INFO : Epoch 1591 | loss: 0.0311757 | val_loss: 0.0311876 | Time: 4919.18 ms
[2021-05-12 01:35:17 main:574] : INFO : Epoch 1592 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 4891.86 ms
[2021-05-12 01:35:22 main:574] : INFO : Epoch 1593 | loss: 0.0311769 | val_loss: 0.0311853 | Time: 4886.66 ms
[2021-05-12 01:35:27 main:574] : INFO : Epoch 1594 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 4807.83 ms
[2021-05-12 01:35:32 main:574] : INFO : Epoch 1595 | loss: 0.031173 | val_loss: 0.0311804 | Time: 4839.91 ms
[2021-05-12 01:35:36 main:574] : INFO : Epoch 1596 | loss: 0.0311708 | val_loss: 0.0311817 | Time: 4743.51 ms
[2021-05-12 01:35:41 main:574] : INFO : Epoch 1597 | loss: 0.031173 | val_loss: 0.0311857 | Time: 4820.62 ms
[2021-05-12 01:35:46 main:574] : INFO : Epoch 1598 | loss: 0.0311712 | val_loss: 0.0311841 | Time: 4807.58 ms
[2021-05-12 01:35:51 main:574] : INFO : Epoch 1599 | loss: 0.0311713 | val_loss: 0.0311934 | Time: 4814.29 ms
[2021-05-12 01:35:56 main:574] : INFO : Epoch 1600 | loss: 0.0311718 | val_loss: 0.0311862 | Time: 4756.34 ms
[2021-05-12 01:36:01 main:574] : INFO : Epoch 1601 | loss: 0.0311681 | val_loss: 0.0311844 | Time: 4681.13 ms
[2021-05-12 01:36:05 main:574] : INFO : Epoch 1602 | loss: 0.0311678 | val_loss: 0.031183 | Time: 4746.84 ms
[2021-05-12 01:36:10 main:574] : INFO : Epoch 1603 | loss: 0.0311675 | val_loss: 0.0311834 | Time: 4742.45 ms
[2021-05-12 01:36:15 main:574] : INFO : Epoch 1604 | loss: 0.0311696 | val_loss: 0.0311907 | Time: 4766.08 ms
[2021-05-12 01:36:20 main:574] : INFO : Epoch 1605 | loss: 0.0311709 | val_loss: 0.0311852 | Time: 4795.26 ms
[2021-05-12 01:36:25 main:574] : INFO : Epoch 1606 | loss: 0.03117 | val_loss: 0.0311862 | Time: 4908.61 ms
[2021-05-12 01:36:30 main:574] : INFO : Epoch 1607 | loss: 0.0311678 | val_loss: 0.0311861 | Time: 4928.09 ms
[2021-05-12 01:36:35 main:574] : INFO : Epoch 1608 | loss: 0.0311676 | val_loss: 0.031188 | Time: 4777.64 ms
[2021-05-12 01:36:40 main:574] : INFO : Epoch 1609 | loss: 0.0311732 | val_loss: 0.0311839 | Time: 4846.34 ms
[2021-05-12 01:36:44 main:574] : INFO : Epoch 1610 | loss: 0.0311705 | val_loss: 0.0311866 | Time: 4731.38 ms
[2021-05-12 01:36:49 main:574] : INFO : Epoch 1611 | loss: 0.0311697 | val_loss: 0.0311838 | Time: 4893.67 ms
[2021-05-12 01:36:54 main:574] : INFO : Epoch 1612 | loss: 0.0311754 | val_loss: 0.0311969 | Time: 4897.23 ms
[2021-05-12 01:36:59 main:574] : INFO : Epoch 1613 | loss: 0.0311714 | val_loss: 0.0311835 | Time: 4968.06 ms
[2021-05-12 01:37:04 main:574] : INFO : Epoch 1614 | loss: 0.031168 | val_loss: 0.031184 | Time: 4942.42 ms
[2021-05-12 01:37:09 main:574] : INFO : Epoch 1615 | loss: 0.0311655 | val_loss: 0.0311824 | Time: 4881.65 ms
[2021-05-12 01:37:14 main:574] : INFO : Epoch 1616 | loss: 0.0311652 | val_loss: 0.0311843 | Time: 4866.37 ms
[2021-05-12 01:37:19 main:574] : INFO : Epoch 1617 | loss: 0.0311654 | val_loss: 0.031183 | Time: 4857.54 ms
[2021-05-12 01:37:24 main:574] : INFO : Epoch 1618 | loss: 0.031166 | val_loss: 0.031187 | Time: 4842.2 ms
[2021-05-12 01:37:29 main:574] : INFO : Epoch 1619 | loss: 0.031165 | val_loss: 0.0311824 | Time: 4996.92 ms
[2021-05-12 01:37:34 main:574] : INFO : Epoch 1620 | loss: 0.031165 | val_loss: 0.0311879 | Time: 4909.98 ms
[2021-05-12 01:37:39 main:574] : INFO : Epoch 1621 | loss: 0.0311695 | val_loss: 0.0311831 | Time: 4815.71 ms
[2021-05-12 01:37:44 main:574] : INFO : Epoch 1622 | loss: 0.0311668 | val_loss: 0.0311864 | Time: 4893.91 ms
[2021-05-12 01:37:49 main:574] : INFO : Epoch 1623 | loss: 0.0311625 | val_loss: 0.0311839 | Time: 4930.8 ms
[2021-05-12 01:37:54 main:574] : INFO : Epoch 1624 | loss: 0.0311627 | val_loss: 0.0311809 | Time: 4857.22 ms
[2021-05-12 01:37:59 main:574] : INFO : Epoch 1625 | loss: 0.0311638 | val_loss: 0.0311841 | Time: 4838.53 ms
[2021-05-12 01:38:03 main:574] : INFO : Epoch 1626 | loss: 0.0311657 | val_loss: 0.0311856 | Time: 4772.62 ms
[2021-05-12 01:38:09 main:574] : INFO : Epoch 1627 | loss: 0.0311629 | val_loss: 0.0311851 | Time: 4967.92 ms
[2021-05-12 01:38:13 main:574] : INFO : Epoch 1628 | loss: 0.0311614 | val_loss: 0.0311835 | Time: 4864.43 ms
[2021-05-12 01:38:18 main:574] : INFO : Epoch 1629 | loss: 0.0311638 | val_loss: 0.0311875 | Time: 4735.22 ms
[2021-05-12 01:38:23 main:574] : INFO : Epoch 1630 | loss: 0.0311636 | val_loss: 0.0311827 | Time: 4995.69 ms
[2021-05-12 01:38:28 main:574] : INFO : Epoch 1631 | loss: 0.0311623 | val_loss: 0.0311859 | Time: 4857.25 ms
[2021-05-12 01:38:33 main:574] : INFO : Epoch 1632 | loss: 0.0311621 | val_loss: 0.031181 | Time: 4957.55 ms
[2021-05-12 01:38:38 main:574] : INFO : Epoch 1633 | loss: 0.0311629 | val_loss: 0.03118 | Time: 4970.67 ms
[2021-05-12 01:38:43 main:574] : INFO : Epoch 1634 | loss: 0.0311618 | val_loss: 0.0311803 | Time: 4918.3 ms
[2021-05-12 01:38:48 main:574] : INFO : Epoch 1635 | loss: 0.0311628 | val_loss: 0.031183 | Time: 4982.69 ms
[2021-05-12 01:38:53 main:574] : INFO : Epoch 1636 | loss: 0.0311616 | val_loss: 0.0311863 | Time: 4970.27 ms
[2021-05-12 01:38:58 main:574] : INFO : Epoch 1637 | loss: 0.0311636 | val_loss: 0.0311812 | Time: 4815.52 ms
[2021-05-12 01:39:03 main:574] : INFO : Epoch 1638 | loss: 0.031162 | val_loss: 0.0311858 | Time: 4949.79 ms
[2021-05-12 01:39:09 main:574] : INFO : Epoch 1639 | loss: 0.0311675 | val_loss: 0.0311816 | Time: 5024.6 ms
[2021-05-12 01:39:13 main:574] : INFO : Epoch 1640 | loss: 0.0311637 | val_loss: 0.0311839 | Time: 4752.17 ms
[2021-05-12 01:39:18 main:574] : INFO : Epoch 1641 | loss: 0.0311607 | val_loss: 0.0311851 | Time: 4869.71 ms
[2021-05-12 01:39:23 main:574] : INFO : Epoch 1642 | loss: 0.0311625 | val_loss: 0.0311837 | Time: 4891.63 ms
[2021-05-12 01:39:28 main:574] : INFO : Epoch 1643 | loss: 0.0311604 | val_loss: 0.0311842 | Time: 4869.83 ms
[2021-05-12 01:39:33 main:574] : INFO : Epoch 1644 | loss: 0.0311652 | val_loss: 0.0311858 | Time: 4951.06 ms
[2021-05-12 01:39:38 main:574] : INFO : Epoch 1645 | loss: 0.031167 | val_loss: 0.031187 | Time: 4904.42 ms
[2021-05-12 01:39:43 main:574] : INFO : Epoch 1646 | loss: 0.0311678 | val_loss: 0.0311759 | Time: 4809.18 ms
[2021-05-12 01:39:48 main:574] : INFO : Epoch 1647 | loss: 0.0311688 | val_loss: 0.0311845 | Time: 4760.18 ms
[2021-05-12 01:39:53 main:574] : INFO : Epoch 1648 | loss: 0.0311667 | val_loss: 0.0311787 | Time: 4821.76 ms
[2021-05-12 01:39:58 main:574] : INFO : Epoch 1649 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 4927.45 ms
[2021-05-12 01:40:03 main:574] : INFO : Epoch 1650 | loss: 0.0311644 | val_loss: 0.0311783 | Time: 4979.75 ms
[2021-05-12 01:40:08 main:574] : INFO : Epoch 1651 | loss: 0.0311639 | val_loss: 0.0311789 | Time: 4807.39 ms
[2021-05-12 01:40:13 main:574] : INFO : Epoch 1652 | loss: 0.0311677 | val_loss: 0.0311815 | Time: 4909.95 ms
[2021-05-12 01:40:17 main:574] : INFO : Epoch 1653 | loss: 0.0311676 | val_loss: 0.0311809 | Time: 4753.97 ms
[2021-05-12 01:40:22 main:574] : INFO : Epoch 1654 | loss: 0.031167 | val_loss: 0.0311793 | Time: 4741.57 ms
[2021-05-12 01:40:27 main:574] : INFO : Epoch 1655 | loss: 0.0311643 | val_loss: 0.0311775 | Time: 4811.81 ms
[2021-05-12 01:40:32 main:574] : INFO : Epoch 1656 | loss: 0.0311639 | val_loss: 0.0311803 | Time: 4817.94 ms
[2021-05-12 01:40:37 main:574] : INFO : Epoch 1657 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 4854.97 ms
[2021-05-12 01:40:42 main:574] : INFO : Epoch 1658 | loss: 0.0311649 | val_loss: 0.0311789 | Time: 4830.48 ms
[2021-05-12 01:40:47 main:574] : INFO : Epoch 1659 | loss: 0.0311631 | val_loss: 0.0311787 | Time: 4791.89 ms
[2021-05-12 01:40:52 main:574] : INFO : Epoch 1660 | loss: 0.0311611 | val_loss: 0.0311791 | Time: 4975.18 ms
[2021-05-12 01:40:57 main:574] : INFO : Epoch 1661 | loss: 0.0311626 | val_loss: 0.0311772 | Time: 5362.68 ms
[2021-05-12 01:41:02 main:574] : INFO : Epoch 1662 | loss: 0.0311645 | val_loss: 0.0311799 | Time: 5055.32 ms
[2021-05-12 01:41:07 main:574] : INFO : Epoch 1663 | loss: 0.0311619 | val_loss: 0.0311802 | Time: 5010.04 ms
[2021-05-12 01:41:12 main:574] : INFO : Epoch 1664 | loss: 0.0311612 | val_loss: 0.0311796 | Time: 4792.89 ms
[2021-05-12 01:41:17 main:574] : INFO : Epoch 1665 | loss: 0.0311606 | val_loss: 0.0311801 | Time: 4806.33 ms
[2021-05-12 01:41:22 main:574] : INFO : Epoch 1666 | loss: 0.031162 | val_loss: 0.0311791 | Time: 4912.47 ms
[2021-05-12 01:41:27 main:574] : INFO : Epoch 1667 | loss: 0.0311609 | val_loss: 0.0311799 | Time: 5005.73 ms
[2021-05-12 01:41:32 main:574] : INFO : Epoch 1668 | loss: 0.0311604 | val_loss: 0.0311787 | Time: 4844.59 ms
[2021-05-12 01:41:37 main:574] : INFO : Epoch 1669 | loss: 0.0311581 | val_loss: 0.0311758 | Time: 4779.58 ms
[2021-05-12 01:41:42 main:574] : INFO : Epoch 1670 | loss: 0.0311628 | val_loss: 0.0311877 | Time: 4770.83 ms
[2021-05-12 01:41:46 main:574] : INFO : Epoch 1671 | loss: 0.0311721 | val_loss: 0.0311771 | Time: 4813.43 ms
[2021-05-12 01:41:51 main:574] : INFO : Epoch 1672 | loss: 0.031166 | val_loss: 0.031177 | Time: 4917.44 ms
[2021-05-12 01:41:56 main:574] : INFO : Epoch 1673 | loss: 0.0311654 | val_loss: 0.0311787 | Time: 4951.33 ms
[2021-05-12 01:42:01 main:574] : INFO : Epoch 1674 | loss: 0.0311643 | val_loss: 0.0311751 | Time: 4862.5 ms
[2021-05-12 01:42:06 main:574] : INFO : Epoch 1675 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 4871.08 ms
[2021-05-12 01:42:11 main:574] : INFO : Epoch 1676 | loss: 0.031166 | val_loss: 0.0311774 | Time: 4836.56 ms
[2021-05-12 01:42:16 main:574] : INFO : Epoch 1677 | loss: 0.0311652 | val_loss: 0.0311787 | Time: 5118.83 ms
[2021-05-12 01:42:21 main:574] : INFO : Epoch 1678 | loss: 0.0311631 | val_loss: 0.0311914 | Time: 5061.06 ms
[2021-05-12 01:42:26 main:574] : INFO : Epoch 1679 | loss: 0.0311647 | val_loss: 0.0311798 | Time: 4830.69 ms
[2021-05-12 01:42:31 main:574] : INFO : Epoch 1680 | loss: 0.0311614 | val_loss: 0.0311773 | Time: 4910.12 ms
[2021-05-12 01:42:36 main:574] : INFO : Epoch 1681 | loss: 0.0311591 | val_loss: 0.0311797 | Time: 4903.84 ms
[2021-05-12 01:42:41 main:574] : INFO : Epoch 1682 | loss: 0.0311588 | val_loss: 0.0311775 | Time: 4838.56 ms
[2021-05-12 01:42:46 main:574] : INFO : Epoch 1683 | loss: 0.0311588 | val_loss: 0.0311797 | Time: 4866.17 ms
[2021-05-12 01:42:51 main:574] : INFO : Epoch 1684 | loss: 0.0311595 | val_loss: 0.0311817 | Time: 4925.48 ms
[2021-05-12 01:42:56 main:574] : INFO : Epoch 1685 | loss: 0.0311675 | val_loss: 0.03118 | Time: 4883.41 ms
[2021-05-12 01:43:01 main:574] : INFO : Epoch 1686 | loss: 0.0311606 | val_loss: 0.0311779 | Time: 4920.94 ms
[2021-05-12 01:43:06 main:574] : INFO : Epoch 1687 | loss: 0.0311627 | val_loss: 0.0311794 | Time: 4765.5 ms
[2021-05-12 01:43:11 main:574] : INFO : Epoch 1688 | loss: 0.0311591 | val_loss: 0.0311837 | Time: 4835.87 ms
[2021-05-12 01:43:16 main:574] : INFO : Epoch 1689 | loss: 0.0311613 | val_loss: 0.0311872 | Time: 5134.99 ms
[2021-05-12 01:43:21 main:574] : INFO : Epoch 1690 | loss: 0.0311612 | val_loss: 0.0311771 | Time: 4897.25 ms
[2021-05-12 01:43:26 main:574] : INFO : Epoch 1691 | loss: 0.0311622 | val_loss: 0.0311771 | Time: 4759.83 ms
[2021-05-12 01:43:31 main:574] : INFO : Epoch 1692 | loss: 0.0311612 | val_loss: 0.0311783 | Time: 4824.56 ms
[2021-05-12 01:43:35 main:574] : INFO : Epoch 1693 | loss: 0.0311606 | val_loss: 0.0311748 | Time: 4819.26 ms
[2021-05-12 01:43:40 main:574] : INFO : Epoch 1694 | loss: 0.0311642 | val_loss: 0.0311728 | Time: 4883.28 ms
[2021-05-12 01:43:45 main:574] : INFO : Epoch 1695 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 4794.27 ms
[2021-05-12 01:43:50 main:574] : INFO : Epoch 1696 | loss: 0.031166 | val_loss: 0.0311776 | Time: 4878.47 ms
[2021-05-12 01:43:55 main:574] : INFO : Epoch 1697 | loss: 0.0311659 | val_loss: 0.0311787 | Time: 4771.89 ms
[2021-05-12 01:44:00 main:574] : INFO : Epoch 1698 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 5037.41 ms
[2021-05-12 01:44:05 main:574] : INFO : Epoch 1699 | loss: 0.0311609 | val_loss: 0.0311753 | Time: 4919.65 ms
[2021-05-12 01:44:10 main:574] : INFO : Epoch 1700 | loss: 0.0311612 | val_loss: 0.0311765 | Time: 4746.68 ms
[2021-05-12 01:44:15 main:574] : INFO : Epoch 1701 | loss: 0.0311634 | val_loss: 0.0311747 | Time: 4882.18 ms
[2021-05-12 01:44:20 main:574] : INFO : Epoch 1702 | loss: 0.03116 | val_loss: 0.0311731 | Time: 4919.05 ms
[2021-05-12 01:44:25 main:574] : INFO : Epoch 1703 | loss: 0.0311599 | val_loss: 0.0311759 | Time: 5014.37 ms
[2021-05-12 01:44:30 main:574] : INFO : Epoch 1704 | loss: 0.0311594 | val_loss: 0.0311732 | Time: 5000.14 ms
[2021-05-12 01:44:35 main:574] : INFO : Epoch 1705 | loss: 0.0311595 | val_loss: 0.0311755 | Time: 4858.79 ms
[2021-05-12 01:44:40 main:574] : INFO : Epoch 1706 | loss: 0.0311612 | val_loss: 0.0311776 | Time: 4735.93 ms
[2021-05-12 01:44:45 main:574] : INFO : Epoch 1707 | loss: 0.031164 | val_loss: 0.0311739 | Time: 5032.8 ms
[2021-05-12 01:44:50 main:574] : INFO : Epoch 1708 | loss: 0.0311599 | val_loss: 0.0311713 | Time: 4984.92 ms
[2021-05-12 01:44:55 main:574] : INFO : Epoch 1709 | loss: 0.0311615 | val_loss: 0.0311762 | Time: 4967.76 ms
[2021-05-12 01:45:00 main:574] : INFO : Epoch 1710 | loss: 0.0311613 | val_loss: 0.0311727 | Time: 5049.77 ms
[2021-05-12 01:45:05 main:574] : INFO : Epoch 1711 | loss: 0.0311588 | val_loss: 0.0311745 | Time: 4894.11 ms
[2021-05-12 01:45:10 main:574] : INFO : Epoch 1712 | loss: 0.0311587 | val_loss: 0.0311737 | Time: 4903.41 ms
[2021-05-12 01:45:15 main:574] : INFO : Epoch 1713 | loss: 0.0311576 | val_loss: 0.0311748 | Time: 4832.21 ms
[2021-05-12 01:45:20 main:574] : INFO : Epoch 1714 | loss: 0.0311559 | val_loss: 0.0311762 | Time: 4912.76 ms
[2021-05-12 01:45:25 main:574] : INFO : Epoch 1715 | loss: 0.031157 | val_loss: 0.0311757 | Time: 4694.05 ms
[2021-05-12 01:45:30 main:574] : INFO : Epoch 1716 | loss: 0.0311573 | val_loss: 0.0311754 | Time: 4897.9 ms
[2021-05-12 01:45:35 main:574] : INFO : Epoch 1717 | loss: 0.0311617 | val_loss: 0.0311767 | Time: 4804.34 ms
[2021-05-12 01:45:39 main:574] : INFO : Epoch 1718 | loss: 0.031189 | val_loss: 0.0311982 | Time: 4774.62 ms
[2021-05-12 01:45:44 main:574] : INFO : Epoch 1719 | loss: 0.0311974 | val_loss: 0.0311989 | Time: 4754.65 ms
[2021-05-12 01:45:49 main:574] : INFO : Epoch 1720 | loss: 0.0311919 | val_loss: 0.0311883 | Time: 4920.85 ms
[2021-05-12 01:45:54 main:574] : INFO : Epoch 1721 | loss: 0.0311872 | val_loss: 0.0311946 | Time: 4868.52 ms
[2021-05-12 01:45:59 main:574] : INFO : Epoch 1722 | loss: 0.031186 | val_loss: 0.0311826 | Time: 4849 ms
[2021-05-12 01:46:04 main:574] : INFO : Epoch 1723 | loss: 0.0311817 | val_loss: 0.0311816 | Time: 4996.2 ms
[2021-05-12 01:46:09 main:574] : INFO : Epoch 1724 | loss: 0.0311804 | val_loss: 0.031181 | Time: 4998.44 ms
[2021-05-12 01:46:14 main:574] : INFO : Epoch 1725 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 4794.7 ms
[2021-05-12 01:46:19 main:574] : INFO : Epoch 1726 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 4865.72 ms
[2021-05-12 01:46:24 main:574] : INFO : Epoch 1727 | loss: 0.0311791 | val_loss: 0.0311887 | Time: 4941.19 ms
[2021-05-12 01:46:29 main:574] : INFO : Epoch 1728 | loss: 0.0311821 | val_loss: 0.0311806 | Time: 4854 ms
[2021-05-12 01:46:34 main:574] : INFO : Epoch 1729 | loss: 0.0311769 | val_loss: 0.0311818 | Time: 4873.63 ms
[2021-05-12 01:46:39 main:574] : INFO : Epoch 1730 | loss: 0.0311764 | val_loss: 0.0311787 | Time: 4827.35 ms
[2021-05-12 01:46:44 main:574] : INFO : Epoch 1731 | loss: 0.0311746 | val_loss: 0.0311791 | Time: 4812.47 ms
[2021-05-12 01:46:48 main:574] : INFO : Epoch 1732 | loss: 0.0311746 | val_loss: 0.0311788 | Time: 4729.07 ms
[2021-05-12 01:46:53 main:574] : INFO : Epoch 1733 | loss: 0.0311784 | val_loss: 0.0311803 | Time: 4843.58 ms
[2021-05-12 01:46:58 main:574] : INFO : Epoch 1734 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 4581.1 ms
[2021-05-12 01:47:03 main:574] : INFO : Epoch 1735 | loss: 0.0311721 | val_loss: 0.031179 | Time: 4654.72 ms
[2021-05-12 01:47:08 main:574] : INFO : Epoch 1736 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 4739.45 ms
[2021-05-12 01:47:12 main:574] : INFO : Epoch 1737 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 4768.66 ms
[2021-05-12 01:47:17 main:574] : INFO : Epoch 1738 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 4777.8 ms
[2021-05-12 01:47:22 main:574] : INFO : Epoch 1739 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 4897.46 ms
[2021-05-12 01:47:27 main:574] : INFO : Epoch 1740 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 4856.47 ms
[2021-05-12 01:47:32 main:574] : INFO : Epoch 1741 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 4682.72 ms
[2021-05-12 01:47:37 main:574] : INFO : Epoch 1742 | loss: 0.0311711 | val_loss: 0.0311867 | Time: 4926.12 ms
[2021-05-12 01:47:42 main:574] : INFO : Epoch 1743 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 4881.65 ms
[2021-05-12 01:47:47 main:574] : INFO : Epoch 1744 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 4896.84 ms
[2021-05-12 01:47:52 main:574] : INFO : Epoch 1745 | loss: 0.03117 | val_loss: 0.0311815 | Time: 4825.08 ms
[2021-05-12 01:47:57 main:574] : INFO : Epoch 1746 | loss: 0.0311693 | val_loss: 0.0311771 | Time: 5032.96 ms
[2021-05-12 01:48:02 main:574] : INFO : Epoch 1747 | loss: 0.0311682 | val_loss: 0.0311827 | Time: 4910.92 ms
[2021-05-12 01:48:07 main:574] : INFO : Epoch 1748 | loss: 0.0311679 | val_loss: 0.0311777 | Time: 4933.4 ms
[2021-05-12 01:48:12 main:574] : INFO : Epoch 1749 | loss: 0.0311689 | val_loss: 0.0311777 | Time: 4903.5 ms
[2021-05-12 01:48:17 main:574] : INFO : Epoch 1750 | loss: 0.0311676 | val_loss: 0.031178 | Time: 4771.18 ms
[2021-05-12 01:48:22 main:574] : INFO : Epoch 1751 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 4954.71 ms
[2021-05-12 01:48:27 main:574] : INFO : Epoch 1752 | loss: 0.0311661 | val_loss: 0.031183 | Time: 4927.95 ms
[2021-05-12 01:48:32 main:574] : INFO : Epoch 1753 | loss: 0.0311695 | val_loss: 0.0311783 | Time: 4921.44 ms
[2021-05-12 01:48:37 main:574] : INFO : Epoch 1754 | loss: 0.0311663 | val_loss: 0.0311828 | Time: 4847.5 ms
[2021-05-12 01:48:42 main:574] : INFO : Epoch 1755 | loss: 0.031166 | val_loss: 0.0311777 | Time: 5031.76 ms
[2021-05-12 01:48:47 main:574] : INFO : Epoch 1756 | loss: 0.0311656 | val_loss: 0.0311765 | Time: 4715.05 ms
[2021-05-12 01:48:52 main:574] : INFO : Epoch 1757 | loss: 0.0311649 | val_loss: 0.0311783 | Time: 5048.67 ms
[2021-05-12 01:48:57 main:574] : INFO : Epoch 1758 | loss: 0.0311678 | val_loss: 0.0311776 | Time: 4943.38 ms
[2021-05-12 01:49:02 main:574] : INFO : Epoch 1759 | loss: 0.031171 | val_loss: 0.0311811 | Time: 4831.64 ms
[2021-05-12 01:49:07 main:574] : INFO : Epoch 1760 | loss: 0.0311678 | val_loss: 0.0311806 | Time: 5019.61 ms
[2021-05-12 01:49:12 main:574] : INFO : Epoch 1761 | loss: 0.031166 | val_loss: 0.0311798 | Time: 4845.89 ms
[2021-05-12 01:49:17 main:574] : INFO : Epoch 1762 | loss: 0.0311657 | val_loss: 0.0311787 | Time: 4961.35 ms
[2021-05-12 01:49:22 main:574] : INFO : Epoch 1763 | loss: 0.031166 | val_loss: 0.0311812 | Time: 4983.42 ms
[2021-05-12 01:49:27 main:574] : INFO : Epoch 1764 | loss: 0.0311652 | val_loss: 0.031178 | Time: 4914.8 ms
[2021-05-12 01:49:32 main:574] : INFO : Epoch 1765 | loss: 0.0311653 | val_loss: 0.0311838 | Time: 4965.45 ms
[2021-05-12 01:49:37 main:574] : INFO : Epoch 1766 | loss: 0.0311671 | val_loss: 0.0311752 | Time: 5118.33 ms
[2021-05-12 01:49:42 main:574] : INFO : Epoch 1767 | loss: 0.0311649 | val_loss: 0.0311766 | Time: 4846.28 ms
[2021-05-12 01:49:47 main:574] : INFO : Epoch 1768 | loss: 0.0311662 | val_loss: 0.0311805 | Time: 4922.35 ms
[2021-05-12 01:49:52 main:574] : INFO : Epoch 1769 | loss: 0.0311639 | val_loss: 0.0311774 | Time: 4962.39 ms
[2021-05-12 01:49:57 main:574] : INFO : Epoch 1770 | loss: 0.0311628 | val_loss: 0.0311756 | Time: 4793.52 ms
[2021-05-12 01:50:01 main:574] : INFO : Epoch 1771 | loss: 0.0311642 | val_loss: 0.0311796 | Time: 4839.64 ms
[2021-05-12 01:50:06 main:574] : INFO : Epoch 1772 | loss: 0.0311636 | val_loss: 0.0311821 | Time: 4877.34 ms
[2021-05-12 01:50:11 main:574] : INFO : Epoch 1773 | loss: 0.0311641 | val_loss: 0.0311811 | Time: 4822.5 ms
[2021-05-12 01:50:16 main:574] : INFO : Epoch 1774 | loss: 0.0311639 | val_loss: 0.0311829 | Time: 4835.08 ms
[2021-05-12 01:50:21 main:574] : INFO : Epoch 1775 | loss: 0.0311618 | val_loss: 0.0311779 | Time: 5206.26 ms
[2021-05-12 01:50:26 main:574] : INFO : Epoch 1776 | loss: 0.0311612 | val_loss: 0.0311779 | Time: 4851.48 ms
[2021-05-12 01:50:31 main:574] : INFO : Epoch 1777 | loss: 0.0311608 | val_loss: 0.0311782 | Time: 4856.55 ms
[2021-05-12 01:50:36 main:574] : INFO : Epoch 1778 | loss: 0.0311608 | val_loss: 0.0311925 | Time: 4837.47 ms
[2021-05-12 01:50:42 main:574] : INFO : Epoch 1779 | loss: 0.0311637 | val_loss: 0.0311824 | Time: 4924.02 ms
[2021-05-12 01:50:47 main:574] : INFO : Epoch 1780 | loss: 0.031162 | val_loss: 0.0311803 | Time: 4741.52 ms
[2021-05-12 01:50:52 main:574] : INFO : Epoch 1781 | loss: 0.031163 | val_loss: 0.0311899 | Time: 4914.7 ms
[2021-05-12 01:50:57 main:574] : INFO : Epoch 1782 | loss: 0.0311618 | val_loss: 0.0311795 | Time: 4977.55 ms
[2021-05-12 01:51:02 main:574] : INFO : Epoch 1783 | loss: 0.0311611 | val_loss: 0.0311857 | Time: 4876.63 ms
[2021-05-12 01:51:07 main:574] : INFO : Epoch 1784 | loss: 0.0311651 | val_loss: 0.0311777 | Time: 4319.52 ms
[2021-05-12 01:51:13 main:574] : INFO : Epoch 1785 | loss: 0.0311629 | val_loss: 0.0311827 | Time: 4905.86 ms
[2021-05-12 01:51:18 main:574] : INFO : Epoch 1786 | loss: 0.0311618 | val_loss: 0.0311775 | Time: 4928.15 ms
[2021-05-12 01:51:23 main:574] : INFO : Epoch 1787 | loss: 0.0311605 | val_loss: 0.0311803 | Time: 5057.09 ms
[2021-05-12 01:51:28 main:574] : INFO : Epoch 1788 | loss: 0.0311697 | val_loss: 0.0311762 | Time: 5043.34 ms
[2021-05-12 01:51:33 main:574] : INFO : Epoch 1789 | loss: 0.0311656 | val_loss: 0.0311791 | Time: 5005.68 ms
[2021-05-12 01:51:39 main:574] : INFO : Epoch 1790 | loss: 0.0311628 | val_loss: 0.0311775 | Time: 4887.48 ms
[2021-05-12 01:51:44 main:574] : INFO : Epoch 1791 | loss: 0.0311601 | val_loss: 0.0311772 | Time: 5034.74 ms
[2021-05-12 01:51:50 main:574] : INFO : Epoch 1792 | loss: 0.0311613 | val_loss: 0.0311783 | Time: 4889.69 ms
[2021-05-12 01:51:55 main:574] : INFO : Epoch 1793 | loss: 0.0311594 | val_loss: 0.0311823 | Time: 4882.73 ms
[2021-05-12 01:52:00 main:574] : INFO : Epoch 1794 | loss: 0.0311609 | val_loss: 0.03118 | Time: 4867.72 ms
[2021-05-12 01:52:05 main:574] : INFO : Epoch 1795 | loss: 0.0311618 | val_loss: 0.0311859 | Time: 4888.56 ms
[2021-05-12 01:52:10 main:574] : INFO : Epoch 1796 | loss: 0.0311628 | val_loss: 0.0311841 | Time: 4847.34 ms
[2021-05-12 01:52:15 main:574] : INFO : Epoch 1797 | loss: 0.0311638 | val_loss: 0.0311771 | Time: 4935.63 ms
[2021-05-12 01:52:23 main:574] : INFO : Epoch 1798 | loss: 0.031159 | val_loss: 0.0311836 | Time: 4960.32 ms
[2021-05-12 01:52:28 main:574] : INFO : Epoch 1799 | loss: 0.0311612 | val_loss: 0.0311795 | Time: 4875.99 ms
[2021-05-12 01:52:33 main:574] : INFO : Epoch 1800 | loss: 0.0311577 | val_loss: 0.0311819 | Time: 5025.34 ms
[2021-05-12 01:52:38 main:574] : INFO : Epoch 1801 | loss: 0.0311561 | val_loss: 0.0311787 | Time: 5102.11 ms
[2021-05-12 01:52:43 main:574] : INFO : Epoch 1802 | loss: 0.0311557 | val_loss: 0.0311772 | Time: 4897.87 ms
[2021-05-12 01:52:48 main:574] : INFO : Epoch 1803 | loss: 0.0311553 | val_loss: 0.0311796 | Time: 4796.58 ms
[2021-05-12 01:52:54 main:574] : INFO : Epoch 1804 | loss: 0.0311561 | val_loss: 0.0311791 | Time: 5064.6 ms
[2021-05-12 01:52:59 main:574] : INFO : Epoch 1805 | loss: 0.0311548 | val_loss: 0.0311796 | Time: 4985.9 ms
[2021-05-12 01:53:05 main:574] : INFO : Epoch 1806 | loss: 0.0311575 | val_loss: 0.0311785 | Time: 4883.8 ms
[2021-05-12 01:53:12 main:574] : INFO : Epoch 1807 | loss: 0.0311571 | val_loss: 0.0311794 | Time: 4949.08 ms
[2021-05-12 01:53:18 main:574] : INFO : Epoch 1808 | loss: 0.031155 | val_loss: 0.0311821 | Time: 5111.18 ms
[2021-05-12 01:53:23 main:574] : INFO : Epoch 1809 | loss: 0.0311563 | val_loss: 0.0311872 | Time: 5003.65 ms
[2021-05-12 01:53:29 main:574] : INFO : Epoch 1810 | loss: 0.0311561 | val_loss: 0.0311831 | Time: 5123.11 ms
[2021-05-12 01:53:34 main:574] : INFO : Epoch 1811 | loss: 0.0311596 | val_loss: 0.0311886 | Time: 5063.48 ms
[2021-05-12 01:53:39 main:574] : INFO : Epoch 1812 | loss: 0.0311579 | val_loss: 0.0311778 | Time: 4937.63 ms
[2021-05-12 01:53:44 main:574] : INFO : Epoch 1813 | loss: 0.0311566 | val_loss: 0.0311772 | Time: 4811.19 ms
[2021-05-12 01:53:50 main:574] : INFO : Epoch 1814 | loss: 0.0311549 | val_loss: 0.0311808 | Time: 5111.14 ms
[2021-05-12 01:53:55 main:574] : INFO : Epoch 1815 | loss: 0.0311574 | val_loss: 0.0311789 | Time: 4933.77 ms
[2021-05-12 01:54:01 main:574] : INFO : Epoch 1816 | loss: 0.0311591 | val_loss: 0.0311751 | Time: 5000.58 ms
[2021-05-12 01:54:06 main:574] : INFO : Epoch 1817 | loss: 0.0311731 | val_loss: 0.0311787 | Time: 4965.11 ms
[2021-05-12 01:54:11 main:574] : INFO : Epoch 1818 | loss: 0.0311698 | val_loss: 0.031182 | Time: 4984.58 ms
[2021-05-12 01:54:17 main:574] : INFO : Epoch 1819 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 5152.38 ms
[2021-05-12 01:54:22 main:574] : INFO : Epoch 1820 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 4954.22 ms
[2021-05-12 01:54:27 main:574] : INFO : Epoch 1821 | loss: 0.0311614 | val_loss: 0.0311783 | Time: 4927.36 ms
[2021-05-12 01:54:33 main:574] : INFO : Epoch 1822 | loss: 0.0311592 | val_loss: 0.0311776 | Time: 4966.82 ms
[2021-05-12 01:54:39 main:574] : INFO : Epoch 1823 | loss: 0.0311595 | val_loss: 0.0311769 | Time: 5053.2 ms
[2021-05-12 01:54:44 main:574] : INFO : Epoch 1824 | loss: 0.0311594 | val_loss: 0.0311783 | Time: 5083.33 ms
[2021-05-12 01:54:50 main:574] : INFO : Epoch 1825 | loss: 0.0311584 | val_loss: 0.0311779 | Time: 5089.33 ms
[2021-05-12 01:54:55 main:574] : INFO : Epoch 1826 | loss: 0.031157 | val_loss: 0.0311771 | Time: 5085.22 ms
[2021-05-12 01:55:01 main:574] : INFO : Epoch 1827 | loss: 0.0311619 | val_loss: 0.0311779 | Time: 5198.57 ms
[2021-05-12 01:55:06 main:574] : INFO : Epoch 1828 | loss: 0.0311629 | val_loss: 0.0311859 | Time: 5035.74 ms
[2021-05-12 01:55:13 main:574] : INFO : Epoch 1829 | loss: 0.0311653 | val_loss: 0.0311815 | Time: 5220.9 ms
[2021-05-12 01:55:18 main:574] : INFO : Epoch 1830 | loss: 0.0311598 | val_loss: 0.031177 | Time: 4996.3 ms
[2021-05-12 01:55:23 main:574] : INFO : Epoch 1831 | loss: 0.0311569 | val_loss: 0.0311765 | Time: 5004.87 ms
[2021-05-12 01:55:29 main:574] : INFO : Epoch 1832 | loss: 0.0311622 | val_loss: 0.0311744 | Time: 4949.09 ms
[2021-05-12 01:55:35 main:574] : INFO : Epoch 1833 | loss: 0.0311621 | val_loss: 0.031178 | Time: 5122.13 ms
[2021-05-12 01:55:41 main:574] : INFO : Epoch 1834 | loss: 0.0311619 | val_loss: 0.0311808 | Time: 5126.53 ms
[2021-05-12 01:55:46 main:574] : INFO : Epoch 1835 | loss: 0.03116 | val_loss: 0.0311749 | Time: 4886.76 ms
[2021-05-12 01:55:51 main:574] : INFO : Epoch 1836 | loss: 0.031158 | val_loss: 0.0311772 | Time: 4702.04 ms
[2021-05-12 01:55:56 main:574] : INFO : Epoch 1837 | loss: 0.0311567 | val_loss: 0.0311728 | Time: 4595.6 ms
[2021-05-12 01:56:02 main:574] : INFO : Epoch 1838 | loss: 0.0311592 | val_loss: 0.0311841 | Time: 5085.42 ms
[2021-05-12 01:56:07 main:574] : INFO : Epoch 1839 | loss: 0.0311568 | val_loss: 0.0311765 | Time: 5000.01 ms
[2021-05-12 01:56:13 main:574] : INFO : Epoch 1840 | loss: 0.031157 | val_loss: 0.0311764 | Time: 5305.14 ms
[2021-05-12 01:56:18 main:574] : INFO : Epoch 1841 | loss: 0.0311566 | val_loss: 0.031175 | Time: 4979.36 ms
[2021-05-12 01:56:23 main:574] : INFO : Epoch 1842 | loss: 0.0311579 | val_loss: 0.0311858 | Time: 4877.31 ms
[2021-05-12 01:56:28 main:574] : INFO : Epoch 1843 | loss: 0.0311558 | val_loss: 0.0311816 | Time: 4917.63 ms
[2021-05-12 01:56:33 main:574] : INFO : Epoch 1844 | loss: 0.0311568 | val_loss: 0.0311787 | Time: 4951.26 ms
[2021-05-12 01:56:41 main:574] : INFO : Epoch 1845 | loss: 0.031154 | val_loss: 0.0311762 | Time: 5125.24 ms
[2021-05-12 01:56:46 main:574] : INFO : Epoch 1846 | loss: 0.0311517 | val_loss: 0.0311783 | Time: 5017.19 ms
[2021-05-12 01:56:51 main:574] : INFO : Epoch 1847 | loss: 0.031152 | val_loss: 0.0311767 | Time: 5122.86 ms
[2021-05-12 01:56:56 main:574] : INFO : Epoch 1848 | loss: 0.0311529 | val_loss: 0.0311768 | Time: 4812.22 ms
[2021-05-12 01:57:00 main:574] : INFO : Epoch 1849 | loss: 0.0311529 | val_loss: 0.0311791 | Time: 4735.18 ms
[2021-05-12 01:57:05 main:574] : INFO : Epoch 1850 | loss: 0.031153 | val_loss: 0.0311769 | Time: 4806.68 ms
[2021-05-12 01:57:10 main:574] : INFO : Epoch 1851 | loss: 0.0311541 | val_loss: 0.0311735 | Time: 4902.05 ms
[2021-05-12 01:57:15 main:574] : INFO : Epoch 1852 | loss: 0.0311564 | val_loss: 0.0311831 | Time: 4830.08 ms
[2021-05-12 01:57:20 main:574] : INFO : Epoch 1853 | loss: 0.0311566 | val_loss: 0.0311756 | Time: 4878.94 ms
[2021-05-12 01:57:25 main:574] : INFO : Epoch 1854 | loss: 0.0311545 | val_loss: 0.0311775 | Time: 4971.66 ms
[2021-05-12 01:57:30 main:574] : INFO : Epoch 1855 | loss: 0.0311508 | val_loss: 0.0311798 | Time: 4890.68 ms
[2021-05-12 01:57:35 main:574] : INFO : Epoch 1856 | loss: 0.0311493 | val_loss: 0.0311792 | Time: 4980.91 ms
[2021-05-12 01:57:40 main:574] : INFO : Epoch 1857 | loss: 0.0311508 | val_loss: 0.0311776 | Time: 4862.7 ms
[2021-05-12 01:57:45 main:574] : INFO : Epoch 1858 | loss: 0.031152 | val_loss: 0.0311753 | Time: 4769.52 ms
[2021-05-12 01:57:50 main:574] : INFO : Epoch 1859 | loss: 0.0311506 | val_loss: 0.0311782 | Time: 4795.04 ms
[2021-05-12 01:57:55 main:574] : INFO : Epoch 1860 | loss: 0.0311533 | val_loss: 0.0311742 | Time: 5124.58 ms
[2021-05-12 01:58:00 main:574] : INFO : Epoch 1861 | loss: 0.0311552 | val_loss: 0.0311865 | Time: 4961.3 ms
[2021-05-12 01:58:05 main:574] : INFO : Epoch 1862 | loss: 0.0311581 | val_loss: 0.0311914 | Time: 4916.75 ms
[2021-05-12 01:58:10 main:574] : INFO : Epoch 1863 | loss: 0.0311613 | val_loss: 0.0311765 | Time: 4783.65 ms
[2021-05-12 01:58:15 main:574] : INFO : Epoch 1864 | loss: 0.0311517 | val_loss: 0.0311783 | Time: 4883.9 ms
[2021-05-12 01:58:20 main:574] : INFO : Epoch 1865 | loss: 0.0311484 | val_loss: 0.0311795 | Time: 4770.39 ms
[2021-05-12 01:58:25 main:574] : INFO : Epoch 1866 | loss: 0.0311518 | val_loss: 0.0311742 | Time: 4682.64 ms
[2021-05-12 01:58:29 main:574] : INFO : Epoch 1867 | loss: 0.0311503 | val_loss: 0.031184 | Time: 4737.93 ms
[2021-05-12 01:58:34 main:574] : INFO : Epoch 1868 | loss: 0.0311499 | val_loss: 0.0311775 | Time: 4739.94 ms
[2021-05-12 01:58:39 main:574] : INFO : Epoch 1869 | loss: 0.0311482 | val_loss: 0.03118 | Time: 4808.86 ms
[2021-05-12 01:58:44 main:574] : INFO : Epoch 1870 | loss: 0.0311531 | val_loss: 0.0311747 | Time: 4852.33 ms
[2021-05-12 01:58:49 main:574] : INFO : Epoch 1871 | loss: 0.0311513 | val_loss: 0.0311821 | Time: 4761.47 ms
[2021-05-12 01:58:54 main:574] : INFO : Epoch 1872 | loss: 0.0311511 | val_loss: 0.0311786 | Time: 4742.36 ms
[2021-05-12 01:58:58 main:574] : INFO : Epoch 1873 | loss: 0.0311521 | val_loss: 0.0311849 | Time: 4718.4 ms
[2021-05-12 01:59:03 main:574] : INFO : Epoch 1874 | loss: 0.0311556 | val_loss: 0.0311764 | Time: 4885.49 ms
[2021-05-12 01:59:08 main:574] : INFO : Epoch 1875 | loss: 0.0311499 | val_loss: 0.0311825 | Time: 4709.94 ms
[2021-05-12 01:59:13 main:574] : INFO : Epoch 1876 | loss: 0.0311509 | val_loss: 0.0311769 | Time: 4833.41 ms
[2021-05-12 01:59:18 main:574] : INFO : Epoch 1877 | loss: 0.0311498 | val_loss: 0.031177 | Time: 4764.04 ms
[2021-05-12 01:59:23 main:574] : INFO : Epoch 1878 | loss: 0.0311492 | val_loss: 0.0311758 | Time: 4810.71 ms
[2021-05-12 01:59:28 main:574] : INFO : Epoch 1879 | loss: 0.0311482 | val_loss: 0.0311837 | Time: 4794.84 ms
[2021-05-12 01:59:33 main:574] : INFO : Epoch 1880 | loss: 0.0311481 | val_loss: 0.0311789 | Time: 4863.61 ms
[2021-05-12 01:59:38 main:574] : INFO : Epoch 1881 | loss: 0.0311459 | val_loss: 0.0311824 | Time: 4888.46 ms
[2021-05-12 01:59:43 main:574] : INFO : Epoch 1882 | loss: 0.0311471 | val_loss: 0.0311759 | Time: 4809.33 ms
[2021-05-12 01:59:47 main:574] : INFO : Epoch 1883 | loss: 0.0311493 | val_loss: 0.0311807 | Time: 4912.83 ms
[2021-05-12 01:59:52 main:574] : INFO : Epoch 1884 | loss: 0.0311496 | val_loss: 0.0311844 | Time: 4867.85 ms
[2021-05-12 01:59:57 main:574] : INFO : Epoch 1885 | loss: 0.0311536 | val_loss: 0.0311782 | Time: 4795.72 ms
[2021-05-12 02:00:02 main:574] : INFO : Epoch 1886 | loss: 0.0311549 | val_loss: 0.0311745 | Time: 4877.32 ms
[2021-05-12 02:00:07 main:574] : INFO : Epoch 1887 | loss: 0.0311505 | val_loss: 0.0311783 | Time: 4853.72 ms
[2021-05-12 02:00:12 main:574] : INFO : Epoch 1888 | loss: 0.0311489 | val_loss: 0.0311765 | Time: 4893.62 ms
[2021-05-12 02:00:17 main:574] : INFO : Epoch 1889 | loss: 0.0311503 | val_loss: 0.0311763 | Time: 4789.58 ms
[2021-05-12 02:00:22 main:574] : INFO : Epoch 1890 | loss: 0.0311538 | val_loss: 0.0311795 | Time: 4784.11 ms
[2021-05-12 02:00:27 main:574] : INFO : Epoch 1891 | loss: 0.0311526 | val_loss: 0.0311814 | Time: 5017.12 ms
[2021-05-12 02:00:32 main:574] : INFO : Epoch 1892 | loss: 0.0311566 | val_loss: 0.031176 | Time: 4923.51 ms
[2021-05-12 02:00:37 main:574] : INFO : Epoch 1893 | loss: 0.031163 | val_loss: 0.0311768 | Time: 4867.16 ms
[2021-05-12 02:00:42 main:574] : INFO : Epoch 1894 | loss: 0.0311572 | val_loss: 0.0311767 | Time: 4894.7 ms
[2021-05-12 02:00:47 main:574] : INFO : Epoch 1895 | loss: 0.0311548 | val_loss: 0.0311781 | Time: 4753.66 ms
[2021-05-12 02:00:51 main:574] : INFO : Epoch 1896 | loss: 0.0311525 | val_loss: 0.0311772 | Time: 4809.84 ms
[2021-05-12 02:00:56 main:574] : INFO : Epoch 1897 | loss: 0.0311555 | val_loss: 0.0311713 | Time: 5014.31 ms
[2021-05-12 02:01:02 main:574] : INFO : Epoch 1898 | loss: 0.0311529 | val_loss: 0.0311742 | Time: 4993.39 ms
[2021-05-12 02:01:06 main:574] : INFO : Epoch 1899 | loss: 0.0311524 | val_loss: 0.0311873 | Time: 4901.88 ms
[2021-05-12 02:01:12 main:574] : INFO : Epoch 1900 | loss: 0.0311608 | val_loss: 0.0311794 | Time: 5031.94 ms
[2021-05-12 02:01:17 main:574] : INFO : Epoch 1901 | loss: 0.0311542 | val_loss: 0.031179 | Time: 4927.17 ms
[2021-05-12 02:01:22 main:574] : INFO : Epoch 1902 | loss: 0.0311489 | val_loss: 0.0311792 | Time: 4865.39 ms
[2021-05-12 02:01:26 main:574] : INFO : Epoch 1903 | loss: 0.0311502 | val_loss: 0.0311831 | Time: 4816.96 ms
[2021-05-12 02:01:31 main:574] : INFO : Epoch 1904 | loss: 0.0311563 | val_loss: 0.0311765 | Time: 4913.74 ms
[2021-05-12 02:01:36 main:574] : INFO : Epoch 1905 | loss: 0.0311521 | val_loss: 0.0311736 | Time: 4971 ms
[2021-05-12 02:01:41 main:574] : INFO : Epoch 1906 | loss: 0.0311523 | val_loss: 0.0311771 | Time: 4871.98 ms
[2021-05-12 02:01:46 main:574] : INFO : Epoch 1907 | loss: 0.031154 | val_loss: 0.031175 | Time: 4923.82 ms
[2021-05-12 02:01:51 main:574] : INFO : Epoch 1908 | loss: 0.0311548 | val_loss: 0.0311749 | Time: 4716.01 ms
[2021-05-12 02:01:56 main:574] : INFO : Epoch 1909 | loss: 0.0311545 | val_loss: 0.0311778 | Time: 4901.82 ms
[2021-05-12 02:02:01 main:574] : INFO : Epoch 1910 | loss: 0.0311513 | val_loss: 0.0311772 | Time: 4712.32 ms
[2021-05-12 02:02:06 main:574] : INFO : Epoch 1911 | loss: 0.0311506 | val_loss: 0.0311774 | Time: 4926.42 ms
[2021-05-12 02:02:11 main:574] : INFO : Epoch 1912 | loss: 0.0311495 | val_loss: 0.0311783 | Time: 4970.38 ms
[2021-05-12 02:02:16 main:574] : INFO : Epoch 1913 | loss: 0.0311502 | val_loss: 0.0311775 | Time: 4985.16 ms
[2021-05-12 02:02:21 main:574] : INFO : Epoch 1914 | loss: 0.0311489 | val_loss: 0.0311767 | Time: 4955.24 ms
[2021-05-12 02:02:26 main:574] : INFO : Epoch 1915 | loss: 0.0311509 | val_loss: 0.0311788 | Time: 4674.91 ms
[2021-05-12 02:02:31 main:574] : INFO : Epoch 1916 | loss: 0.0311477 | val_loss: 0.0311751 | Time: 4937.76 ms
[2021-05-12 02:02:36 main:574] : INFO : Epoch 1917 | loss: 0.0311477 | val_loss: 0.0311826 | Time: 4957.51 ms
[2021-05-12 02:02:41 main:574] : INFO : Epoch 1918 | loss: 0.0311522 | val_loss: 0.0311781 | Time: 4797.84 ms
[2021-05-12 02:02:45 main:574] : INFO : Epoch 1919 | loss: 0.0311501 | val_loss: 0.0311822 | Time: 4749.16 ms
[2021-05-12 02:02:50 main:574] : INFO : Epoch 1920 | loss: 0.0311517 | val_loss: 0.031177 | Time: 4819.62 ms
[2021-05-12 02:02:55 main:574] : INFO : Epoch 1921 | loss: 0.0311565 | val_loss: 0.0311826 | Time: 4913.36 ms
[2021-05-12 02:03:00 main:574] : INFO : Epoch 1922 | loss: 0.0311522 | val_loss: 0.0311778 | Time: 4817.27 ms
[2021-05-12 02:03:05 main:574] : INFO : Epoch 1923 | loss: 0.0311503 | val_loss: 0.0311791 | Time: 4984.73 ms
[2021-05-12 02:03:10 main:574] : INFO : Epoch 1924 | loss: 0.0311485 | val_loss: 0.0311812 | Time: 4848.45 ms
[2021-05-12 02:03:15 main:574] : INFO : Epoch 1925 | loss: 0.0311479 | val_loss: 0.0311751 | Time: 5115.95 ms
[2021-05-12 02:03:20 main:574] : INFO : Epoch 1926 | loss: 0.0311453 | val_loss: 0.0311773 | Time: 4906.47 ms
[2021-05-12 02:03:25 main:574] : INFO : Epoch 1927 | loss: 0.0311462 | val_loss: 0.0311836 | Time: 4946.44 ms
[2021-05-12 02:03:30 main:574] : INFO : Epoch 1928 | loss: 0.0311491 | val_loss: 0.031179 | Time: 4761.91 ms
[2021-05-12 02:03:35 main:574] : INFO : Epoch 1929 | loss: 0.0311515 | val_loss: 0.0311815 | Time: 5029.21 ms
[2021-05-12 02:03:40 main:574] : INFO : Epoch 1930 | loss: 0.0311491 | val_loss: 0.0311809 | Time: 4844.68 ms
[2021-05-12 02:03:45 main:574] : INFO : Epoch 1931 | loss: 0.0311523 | val_loss: 0.0311749 | Time: 4755.39 ms
[2021-05-12 02:03:50 main:574] : INFO : Epoch 1932 | loss: 0.0311547 | val_loss: 0.0311801 | Time: 4959.13 ms
[2021-05-12 02:03:55 main:574] : INFO : Epoch 1933 | loss: 0.0311515 | val_loss: 0.0311819 | Time: 4858.41 ms
[2021-05-12 02:04:00 main:574] : INFO : Epoch 1934 | loss: 0.0311494 | val_loss: 0.0311793 | Time: 4965.03 ms
[2021-05-12 02:04:05 main:574] : INFO : Epoch 1935 | loss: 0.031152 | val_loss: 0.0311785 | Time: 4960.38 ms
[2021-05-12 02:04:10 main:574] : INFO : Epoch 1936 | loss: 0.031148 | val_loss: 0.0311785 | Time: 5055.69 ms
[2021-05-12 02:04:15 main:574] : INFO : Epoch 1937 | loss: 0.0311507 | val_loss: 0.0311825 | Time: 4965.45 ms
[2021-05-12 02:04:20 main:574] : INFO : Epoch 1938 | loss: 0.0311494 | val_loss: 0.0311811 | Time: 4781.56 ms
[2021-05-12 02:04:25 main:574] : INFO : Epoch 1939 | loss: 0.031148 | val_loss: 0.0312001 | Time: 4821.54 ms
[2021-05-12 02:04:30 main:574] : INFO : Epoch 1940 | loss: 0.0311513 | val_loss: 0.0311836 | Time: 4799.34 ms
[2021-05-12 02:04:34 main:574] : INFO : Epoch 1941 | loss: 0.0311518 | val_loss: 0.031179 | Time: 4825.79 ms
[2021-05-12 02:04:40 main:574] : INFO : Epoch 1942 | loss: 0.0311482 | val_loss: 0.031181 | Time: 4992.88 ms
[2021-05-12 02:04:44 main:574] : INFO : Epoch 1943 | loss: 0.0311476 | val_loss: 0.0311764 | Time: 4924.33 ms
[2021-05-12 02:04:49 main:574] : INFO : Epoch 1944 | loss: 0.0311485 | val_loss: 0.0311792 | Time: 4894.67 ms
[2021-05-12 02:04:54 main:574] : INFO : Epoch 1945 | loss: 0.0311523 | val_loss: 0.031186 | Time: 4837.15 ms
[2021-05-12 02:04:59 main:574] : INFO : Epoch 1946 | loss: 0.0311497 | val_loss: 0.0311805 | Time: 4888.22 ms
[2021-05-12 02:05:04 main:574] : INFO : Epoch 1947 | loss: 0.0311534 | val_loss: 0.0311814 | Time: 4767.5 ms
[2021-05-12 02:05:09 main:574] : INFO : Epoch 1948 | loss: 0.0311541 | val_loss: 0.0312011 | Time: 4801.73 ms
[2021-05-12 02:05:14 main:574] : INFO : Epoch 1949 | loss: 0.0311671 | val_loss: 0.0311793 | Time: 4779.3 ms
[2021-05-12 02:05:19 main:574] : INFO : Epoch 1950 | loss: 0.0311494 | val_loss: 0.0311833 | Time: 4773.39 ms
[2021-05-12 02:05:24 main:574] : INFO : Epoch 1951 | loss: 0.0311495 | val_loss: 0.0311778 | Time: 4834.61 ms
[2021-05-12 02:05:29 main:574] : INFO : Epoch 1952 | loss: 0.0311516 | val_loss: 0.0311857 | Time: 4923.53 ms
[2021-05-12 02:05:33 main:574] : INFO : Epoch 1953 | loss: 0.031182 | val_loss: 0.0311907 | Time: 4864.02 ms
[2021-05-12 02:05:38 main:574] : INFO : Epoch 1954 | loss: 0.0311858 | val_loss: 0.0311804 | Time: 4681.04 ms
[2021-05-12 02:05:43 main:574] : INFO : Epoch 1955 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 4811.66 ms
[2021-05-12 02:05:48 main:574] : INFO : Epoch 1956 | loss: 0.031176 | val_loss: 0.0311769 | Time: 4822.93 ms
[2021-05-12 02:05:53 main:574] : INFO : Epoch 1957 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 4852.67 ms
[2021-05-12 02:05:58 main:574] : INFO : Epoch 1958 | loss: 0.0311705 | val_loss: 0.031174 | Time: 5028.43 ms
[2021-05-12 02:06:03 main:574] : INFO : Epoch 1959 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 4732.75 ms
[2021-05-12 02:06:08 main:574] : INFO : Epoch 1960 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 4826.17 ms
[2021-05-12 02:06:13 main:574] : INFO : Epoch 1961 | loss: 0.0311702 | val_loss: 0.0311765 | Time: 4934.8 ms
[2021-05-12 02:06:17 main:574] : INFO : Epoch 1962 | loss: 0.0311673 | val_loss: 0.031173 | Time: 4776.2 ms
[2021-05-12 02:06:22 main:574] : INFO : Epoch 1963 | loss: 0.0311653 | val_loss: 0.0311714 | Time: 4935.86 ms
[2021-05-12 02:06:27 main:574] : INFO : Epoch 1964 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 4699.56 ms
[2021-05-12 02:06:32 main:574] : INFO : Epoch 1965 | loss: 0.0311628 | val_loss: 0.03117 | Time: 4798.73 ms
[2021-05-12 02:06:37 main:574] : INFO : Epoch 1966 | loss: 0.0311624 | val_loss: 0.0311764 | Time: 4820.55 ms
[2021-05-12 02:06:42 main:574] : INFO : Epoch 1967 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 4880.41 ms
[2021-05-12 02:06:47 main:574] : INFO : Epoch 1968 | loss: 0.0311637 | val_loss: 0.0311728 | Time: 4766.52 ms
[2021-05-12 02:06:52 main:574] : INFO : Epoch 1969 | loss: 0.0311647 | val_loss: 0.031171 | Time: 4803.39 ms
[2021-05-12 02:06:56 main:574] : INFO : Epoch 1970 | loss: 0.0311606 | val_loss: 0.031172 | Time: 4697.6 ms
[2021-05-12 02:07:01 main:574] : INFO : Epoch 1971 | loss: 0.0311609 | val_loss: 0.0311726 | Time: 4827.18 ms
[2021-05-12 02:07:06 main:574] : INFO : Epoch 1972 | loss: 0.0311603 | val_loss: 0.0311715 | Time: 4759.52 ms
[2021-05-12 02:07:11 main:574] : INFO : Epoch 1973 | loss: 0.0311619 | val_loss: 0.0311716 | Time: 4837.77 ms
[2021-05-12 02:07:16 main:574] : INFO : Epoch 1974 | loss: 0.0311604 | val_loss: 0.0311743 | Time: 4789.79 ms
[2021-05-12 02:07:21 main:574] : INFO : Epoch 1975 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 4950.01 ms
[2021-05-12 02:07:26 main:574] : INFO : Epoch 1976 | loss: 0.0311592 | val_loss: 0.031178 | Time: 4815.77 ms
[2021-05-12 02:07:30 main:574] : INFO : Epoch 1977 | loss: 0.0311677 | val_loss: 0.0311783 | Time: 4751.32 ms
[2021-05-12 02:07:35 main:574] : INFO : Epoch 1978 | loss: 0.0311819 | val_loss: 0.0311831 | Time: 4899.29 ms
[2021-05-12 02:07:40 main:574] : INFO : Epoch 1979 | loss: 0.0311768 | val_loss: 0.0311765 | Time: 4862.38 ms
[2021-05-12 02:07:45 main:574] : INFO : Epoch 1980 | loss: 0.0311744 | val_loss: 0.0311752 | Time: 4840.97 ms
[2021-05-12 02:07:50 main:574] : INFO : Epoch 1981 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 4854.22 ms
[2021-05-12 02:07:55 main:574] : INFO : Epoch 1982 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 4880.07 ms
[2021-05-12 02:08:00 main:574] : INFO : Epoch 1983 | loss: 0.03117 | val_loss: 0.0311728 | Time: 4749.94 ms
[2021-05-12 02:08:05 main:574] : INFO : Epoch 1984 | loss: 0.0311696 | val_loss: 0.0311728 | Time: 4723.28 ms
[2021-05-12 02:08:10 main:574] : INFO : Epoch 1985 | loss: 0.0311681 | val_loss: 0.031171 | Time: 4817.39 ms
[2021-05-12 02:08:14 main:574] : INFO : Epoch 1986 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 4747.86 ms
[2021-05-12 02:08:19 main:574] : INFO : Epoch 1987 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 4842.68 ms
[2021-05-12 02:08:24 main:574] : INFO : Epoch 1988 | loss: 0.0311648 | val_loss: 0.0311732 | Time: 4777.65 ms
[2021-05-12 02:08:29 main:574] : INFO : Epoch 1989 | loss: 0.0311678 | val_loss: 0.0311729 | Time: 4893.24 ms
[2021-05-12 02:08:34 main:574] : INFO : Epoch 1990 | loss: 0.0311659 | val_loss: 0.031171 | Time: 4743.97 ms
[2021-05-12 02:08:39 main:574] : INFO : Epoch 1991 | loss: 0.0311642 | val_loss: 0.0311718 | Time: 4783.11 ms
[2021-05-12 02:08:44 main:574] : INFO : Epoch 1992 | loss: 0.0311657 | val_loss: 0.0311714 | Time: 4966.2 ms
[2021-05-12 02:08:49 main:574] : INFO : Epoch 1993 | loss: 0.0311664 | val_loss: 0.0311763 | Time: 4831.41 ms
[2021-05-12 02:08:54 main:574] : INFO : Epoch 1994 | loss: 0.031164 | val_loss: 0.0311798 | Time: 5012.9 ms
[2021-05-12 02:08:59 main:574] : INFO : Epoch 1995 | loss: 0.0311635 | val_loss: 0.0311723 | Time: 4876.57 ms
[2021-05-12 02:09:04 main:574] : INFO : Epoch 1996 | loss: 0.0311608 | val_loss: 0.0311702 | Time: 4833.8 ms
[2021-05-12 02:09:09 main:574] : INFO : Epoch 1997 | loss: 0.0311614 | val_loss: 0.0311698 | Time: 4911.38 ms
[2021-05-12 02:09:14 main:574] : INFO : Epoch 1998 | loss: 0.031161 | val_loss: 0.0311753 | Time: 4917.54 ms
[2021-05-12 02:09:19 main:574] : INFO : Epoch 1999 | loss: 0.031161 | val_loss: 0.0311693 | Time: 4887.93 ms
[2021-05-12 02:09:24 main:574] : INFO : Epoch 2000 | loss: 0.0311598 | val_loss: 0.0311708 | Time: 4880.47 ms
[2021-05-12 02:09:29 main:574] : INFO : Epoch 2001 | loss: 0.0311595 | val_loss: 0.0311738 | Time: 4914.45 ms
[2021-05-12 02:09:33 main:574] : INFO : Epoch 2002 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 4744.81 ms
[2021-05-12 02:09:38 main:574] : INFO : Epoch 2003 | loss: 0.0311588 | val_loss: 0.0311742 | Time: 4941.71 ms
[2021-05-12 02:09:43 main:574] : INFO : Epoch 2004 | loss: 0.0311601 | val_loss: 0.03117 | Time: 4820.02 ms
[2021-05-12 02:09:48 main:574] : INFO : Epoch 2005 | loss: 0.031162 | val_loss: 0.031176 | Time: 4873.85 ms
[2021-05-12 02:09:53 main:574] : INFO : Epoch 2006 | loss: 0.0311609 | val_loss: 0.031172 | Time: 4966.75 ms
[2021-05-12 02:09:58 main:574] : INFO : Epoch 2007 | loss: 0.0311589 | val_loss: 0.0311753 | Time: 4853.82 ms
[2021-05-12 02:10:03 main:574] : INFO : Epoch 2008 | loss: 0.031158 | val_loss: 0.0311724 | Time: 4818.91 ms
[2021-05-12 02:10:08 main:574] : INFO : Epoch 2009 | loss: 0.0311575 | val_loss: 0.0311736 | Time: 4812.88 ms
[2021-05-12 02:10:13 main:574] : INFO : Epoch 2010 | loss: 0.0311566 | val_loss: 0.0311722 | Time: 4943.46 ms
[2021-05-12 02:10:18 main:574] : INFO : Epoch 2011 | loss: 0.0311555 | val_loss: 0.031171 | Time: 4907.06 ms
[2021-05-12 02:10:23 main:574] : INFO : Epoch 2012 | loss: 0.0311563 | val_loss: 0.0311725 | Time: 4938.68 ms
[2021-05-12 02:10:28 main:574] : INFO : Epoch 2013 | loss: 0.0311562 | val_loss: 0.0311732 | Time: 4815.2 ms
[2021-05-12 02:10:33 main:574] : INFO : Epoch 2014 | loss: 0.0311559 | val_loss: 0.0311715 | Time: 4857.44 ms
[2021-05-12 02:10:38 main:574] : INFO : Epoch 2015 | loss: 0.0311562 | val_loss: 0.0311719 | Time: 4906.98 ms
[2021-05-12 02:10:43 main:574] : INFO : Epoch 2016 | loss: 0.0311544 | val_loss: 0.0311713 | Time: 4876.5 ms
[2021-05-12 02:10:48 main:574] : INFO : Epoch 2017 | loss: 0.0311551 | val_loss: 0.0311706 | Time: 4806.05 ms
[2021-05-12 02:10:53 main:574] : INFO : Epoch 2018 | loss: 0.0311541 | val_loss: 0.0311723 | Time: 5079.63 ms
[2021-05-12 02:10:58 main:574] : INFO : Epoch 2019 | loss: 0.0311558 | val_loss: 0.0311726 | Time: 5199.36 ms
[2021-05-12 02:11:03 main:574] : INFO : Epoch 2020 | loss: 0.0311538 | val_loss: 0.0311755 | Time: 4955.23 ms
[2021-05-12 02:11:08 main:574] : INFO : Epoch 2021 | loss: 0.0311554 | val_loss: 0.0311722 | Time: 4850.81 ms
[2021-05-12 02:11:13 main:574] : INFO : Epoch 2022 | loss: 0.0311533 | val_loss: 0.0311729 | Time: 4809.65 ms
[2021-05-12 02:11:18 main:574] : INFO : Epoch 2023 | loss: 0.0311529 | val_loss: 0.0311722 | Time: 4791.53 ms
[2021-05-12 02:11:23 main:574] : INFO : Epoch 2024 | loss: 0.0311533 | val_loss: 0.0311748 | Time: 4768.82 ms
[2021-05-12 02:11:27 main:574] : INFO : Epoch 2025 | loss: 0.0311517 | val_loss: 0.0311746 | Time: 4833.59 ms
[2021-05-12 02:11:32 main:574] : INFO : Epoch 2026 | loss: 0.0311561 | val_loss: 0.0311799 | Time: 4894.53 ms
[2021-05-12 02:11:37 main:574] : INFO : Epoch 2027 | loss: 0.0311544 | val_loss: 0.0311743 | Time: 4869.82 ms
[2021-05-12 02:11:42 main:574] : INFO : Epoch 2028 | loss: 0.0311545 | val_loss: 0.0311803 | Time: 4902.32 ms
[2021-05-12 02:11:47 main:574] : INFO : Epoch 2029 | loss: 0.0311526 | val_loss: 0.0311732 | Time: 4859.55 ms
[2021-05-12 02:11:52 main:574] : INFO : Epoch 2030 | loss: 0.031153 | val_loss: 0.0311777 | Time: 4772.96 ms
[2021-05-12 02:11:57 main:574] : INFO : Epoch 2031 | loss: 0.0311517 | val_loss: 0.0311775 | Time: 4863.05 ms
[2021-05-12 02:12:02 main:574] : INFO : Epoch 2032 | loss: 0.0311513 | val_loss: 0.0311731 | Time: 4870.89 ms
[2021-05-12 02:12:07 main:574] : INFO : Epoch 2033 | loss: 0.0311502 | val_loss: 0.0311736 | Time: 4921.93 ms
[2021-05-12 02:12:12 main:574] : INFO : Epoch 2034 | loss: 0.0311545 | val_loss: 0.0311731 | Time: 4972.93 ms
[2021-05-12 02:12:17 main:574] : INFO : Epoch 2035 | loss: 0.0311529 | val_loss: 0.0311931 | Time: 4902.39 ms
[2021-05-12 02:12:22 main:574] : INFO : Epoch 2036 | loss: 0.0311552 | val_loss: 0.0311742 | Time: 4950.46 ms
[2021-05-12 02:12:27 main:574] : INFO : Epoch 2037 | loss: 0.0311502 | val_loss: 0.0311738 | Time: 4982.24 ms
[2021-05-12 02:12:32 main:574] : INFO : Epoch 2038 | loss: 0.0311499 | val_loss: 0.0311758 | Time: 4968.72 ms
[2021-05-12 02:12:37 main:574] : INFO : Epoch 2039 | loss: 0.0311493 | val_loss: 0.031173 | Time: 4959.62 ms
[2021-05-12 02:12:42 main:574] : INFO : Epoch 2040 | loss: 0.0311474 | val_loss: 0.0311771 | Time: 4968.9 ms
[2021-05-12 02:12:47 main:574] : INFO : Epoch 2041 | loss: 0.0311503 | val_loss: 0.0311776 | Time: 4886.62 ms
[2021-05-12 02:12:52 main:574] : INFO : Epoch 2042 | loss: 0.0311494 | val_loss: 0.0311791 | Time: 4837.72 ms
[2021-05-12 02:12:57 main:574] : INFO : Epoch 2043 | loss: 0.0311478 | val_loss: 0.031175 | Time: 4929.27 ms
[2021-05-12 02:13:02 main:574] : INFO : Epoch 2044 | loss: 0.0311489 | val_loss: 0.0311777 | Time: 4847.84 ms
[2021-05-12 02:13:07 main:574] : INFO : Epoch 2045 | loss: 0.0311495 | val_loss: 0.0311782 | Time: 4896.88 ms
[2021-05-12 02:13:12 main:574] : INFO : Epoch 2046 | loss: 0.0311509 | val_loss: 0.0311762 | Time: 4787.16 ms
[2021-05-12 02:13:17 main:574] : INFO : Epoch 2047 | loss: 0.0311483 | val_loss: 0.0311785 | Time: 4857.08 ms
[2021-05-12 02:13:22 main:574] : INFO : Epoch 2048 | loss: 0.0311472 | val_loss: 0.0311758 | Time: 4770.29 ms
[2021-05-12 02:13:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311758
[2021-05-12 02:13:22 main:603] : INFO : Saving end state to config to file
[2021-05-12 02:13:22 main:608] : INFO : Success, exiting..
02:13:22 (11032): 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)