Task 3750828
| Name | ParityModified-1609265713-27792-3_0 |
| Workunit | 1928059 |
| Created | 21 Jan 2021, 16:41:41 UTC |
| Sent | 22 Jan 2021, 10:36:21 UTC |
| Report deadline | 29 Jan 2021, 10:36:21 UTC |
| Received | 22 Jan 2021, 14:32:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 18 min 5 sec |
| CPU time | 2 hours 55 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 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: 0.0311666 | val_loss: 0.031175 | Time: 5650.44 ms
[2021-01-22 05:14:36 main:574] : INFO : Epoch 1543 | loss: 0.031167 | val_loss: 0.0311806 | Time: 5774.5 ms
[2021-01-22 05:14:42 main:574] : INFO : Epoch 1544 | loss: 0.0311657 | val_loss: 0.0311752 | Time: 5678.82 ms
[2021-01-22 05:14:48 main:574] : INFO : Epoch 1545 | loss: 0.0311631 | val_loss: 0.0311838 | Time: 5732.78 ms
[2021-01-22 05:14:54 main:574] : INFO : Epoch 1546 | loss: 0.0311639 | val_loss: 0.0311787 | Time: 5653.72 ms
[2021-01-22 05:14:59 main:574] : INFO : Epoch 1547 | loss: 0.0311649 | val_loss: 0.031183 | Time: 5704.22 ms
[2021-01-22 05:15:05 main:574] : INFO : Epoch 1548 | loss: 0.0311663 | val_loss: 0.0311825 | Time: 5683.63 ms
[2021-01-22 05:15:11 main:574] : INFO : Epoch 1549 | loss: 0.0311723 | val_loss: 0.031183 | Time: 5759.64 ms
[2021-01-22 05:15:17 main:574] : INFO : Epoch 1550 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 5709.49 ms
[2021-01-22 05:15:23 main:574] : INFO : Epoch 1551 | loss: 0.031162 | val_loss: 0.0311811 | Time: 5787.43 ms
[2021-01-22 05:15:28 main:574] : INFO : Epoch 1552 | loss: 0.0311662 | val_loss: 0.0311782 | Time: 5704.69 ms
[2021-01-22 05:15:34 main:574] : INFO : Epoch 1553 | loss: 0.0311707 | val_loss: 0.0311851 | Time: 5717.06 ms
[2021-01-22 05:15:40 main:574] : INFO : Epoch 1554 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 5664.12 ms
[2021-01-22 05:15:46 main:574] : INFO : Epoch 1555 | loss: 0.0311683 | val_loss: 0.03118 | Time: 5656.53 ms
[2021-01-22 05:15:51 main:574] : INFO : Epoch 1556 | loss: 0.0311662 | val_loss: 0.0311785 | Time: 5661.46 ms
[2021-01-22 05:15:57 main:574] : INFO : Epoch 1557 | loss: 0.0311715 | val_loss: 0.0311862 | Time: 5723.44 ms
[2021-01-22 05:16:03 main:574] : INFO : Epoch 1558 | loss: 0.0311682 | val_loss: 0.0311897 | Time: 5691.11 ms
[2021-01-22 05:16:09 main:574] : INFO : Epoch 1559 | loss: 0.0311696 | val_loss: 0.0311808 | Time: 5786.21 ms
[2021-01-22 05:16:15 main:574] : INFO : Epoch 1560 | loss: 0.0311649 | val_loss: 0.0311792 | Time: 5681.85 ms
[2021-01-22 05:16:20 main:574] : INFO : Epoch 1561 | loss: 0.0311644 | val_loss: 0.0311807 | Time: 5740.02 ms
[2021-01-22 05:16:26 main:574] : INFO : Epoch 1562 | loss: 0.0311689 | val_loss: 0.03118 | Time: 5737.78 ms
[2021-01-22 05:16:32 main:574] : INFO : Epoch 1563 | loss: 0.0311656 | val_loss: 0.0311834 | Time: 5788.13 ms
[2021-01-22 05:16:38 main:574] : INFO : Epoch 1564 | loss: 0.0311666 | val_loss: 0.0311772 | Time: 5711.8 ms
[2021-01-22 05:16:44 main:574] : INFO : Epoch 1565 | loss: 0.0311632 | val_loss: 0.0311781 | Time: 5680.67 ms
[2021-01-22 05:16:49 main:574] : INFO : Epoch 1566 | loss: 0.0311645 | val_loss: 0.0311801 | Time: 5668.33 ms
[2021-01-22 05:16:55 main:574] : INFO : Epoch 1567 | loss: 0.0311646 | val_loss: 0.0311815 | Time: 5666.57 ms
[2021-01-22 05:17:01 main:574] : INFO : Epoch 1568 | loss: 0.0311644 | val_loss: 0.0311776 | Time: 5690.37 ms
[2021-01-22 05:17:07 main:574] : INFO : Epoch 1569 | loss: 0.0311617 | val_loss: 0.0311763 | Time: 5672.73 ms
[2021-01-22 05:17:12 main:574] : INFO : Epoch 1570 | loss: 0.031166 | val_loss: 0.0311811 | Time: 5697.62 ms
[2021-01-22 05:17:18 main:574] : INFO : Epoch 1571 | loss: 0.0311672 | val_loss: 0.031178 | Time: 5667.81 ms
[2021-01-22 05:17:24 main:574] : INFO : Epoch 1572 | loss: 0.0311654 | val_loss: 0.0311794 | Time: 5776.75 ms
[2021-01-22 05:17:30 main:574] : INFO : Epoch 1573 | loss: 0.0311637 | val_loss: 0.0311788 | Time: 5654.86 ms
[2021-01-22 05:17:35 main:574] : INFO : Epoch 1574 | loss: 0.031161 | val_loss: 0.031178 | Time: 5676.31 ms
[2021-01-22 05:17:41 main:574] : INFO : Epoch 1575 | loss: 0.0311627 | val_loss: 0.0311804 | Time: 5680.51 ms
[2021-01-22 05:17:47 main:574] : INFO : Epoch 1576 | loss: 0.0311626 | val_loss: 0.031184 | Time: 5693.27 ms
[2021-01-22 05:17:53 main:574] : INFO : Epoch 1577 | loss: 0.0311629 | val_loss: 0.0311772 | Time: 5689.22 ms
[2021-01-22 05:17:59 main:574] : INFO : Epoch 1578 | loss: 0.0311681 | val_loss: 0.0311788 | Time: 5706.89 ms
[2021-01-22 05:18:04 main:574] : INFO : Epoch 1579 | loss: 0.031163 | val_loss: 0.0311817 | Time: 5670.98 ms
[2021-01-22 05:18:10 main:574] : INFO : Epoch 1580 | loss: 0.0311667 | val_loss: 0.0311886 | Time: 5709.66 ms
[2021-01-22 05:18:16 main:574] : INFO : Epoch 1581 | loss: 0.0311646 | val_loss: 0.0311797 | Time: 5688.23 ms
[2021-01-22 05:18:22 main:574] : INFO : Epoch 1582 | loss: 0.0311643 | val_loss: 0.0311798 | Time: 5658.13 ms
[2021-01-22 05:18:27 main:574] : INFO : Epoch 1583 | loss: 0.0311653 | val_loss: 0.03118 | Time: 5730.97 ms
[2021-01-22 05:18:33 main:574] : INFO : Epoch 1584 | loss: 0.031168 | val_loss: 0.0311925 | Time: 5733.64 ms
[2021-01-22 05:18:39 main:574] : INFO : Epoch 1585 | loss: 0.0311696 | val_loss: 0.031177 | Time: 5659.84 ms
[2021-01-22 05:18:45 main:574] : INFO : Epoch 1586 | loss: 0.0311665 | val_loss: 0.0311772 | Time: 5716.15 ms
[2021-01-22 05:18:51 main:574] : INFO : Epoch 1587 | loss: 0.0311643 | val_loss: 0.0311735 | Time: 5656.62 ms
[2021-01-22 05:18:56 main:574] : INFO : Epoch 1588 | loss: 0.0311662 | val_loss: 0.0311807 | Time: 5701.69 ms
[2021-01-22 05:19:02 main:574] : INFO : Epoch 1589 | loss: 0.0311677 | val_loss: 0.0311782 | Time: 5668.53 ms
[2021-01-22 05:19:08 main:574] : INFO : Epoch 1590 | loss: 0.0311638 | val_loss: 0.0311817 | Time: 5767.82 ms
[2021-01-22 05:19:14 main:574] : INFO : Epoch 1591 | loss: 0.0311642 | val_loss: 0.0311848 | Time: 5654.18 ms
[2021-01-22 05:19:19 main:574] : INFO : Epoch 1592 | loss: 0.0311664 | val_loss: 0.0311797 | Time: 5715.2 ms
[2021-01-22 05:19:25 main:574] : INFO : Epoch 1593 | loss: 0.0311662 | val_loss: 0.031179 | Time: 5754.03 ms
[2021-01-22 05:19:31 main:574] : INFO : Epoch 1594 | loss: 0.0311657 | val_loss: 0.0311783 | Time: 5695.95 ms
[2021-01-22 05:19:37 main:574] : INFO : Epoch 1595 | loss: 0.0311636 | val_loss: 0.0311827 | Time: 5701.69 ms
[2021-01-22 05:19:43 main:574] : INFO : Epoch 1596 | loss: 0.0311611 | val_loss: 0.0311789 | Time: 5679.73 ms
[2021-01-22 05:19:48 main:574] : INFO : Epoch 1597 | loss: 0.0311611 | val_loss: 0.03118 | Time: 5690.79 ms
[2021-01-22 05:19:54 main:574] : INFO : Epoch 1598 | loss: 0.0311664 | val_loss: 0.0311846 | Time: 5672.23 ms
[2021-01-22 05:20:00 main:574] : INFO : Epoch 1599 | loss: 0.0311634 | val_loss: 0.0311764 | Time: 5728.65 ms
[2021-01-22 05:20:06 main:574] : INFO : Epoch 1600 | loss: 0.0311614 | val_loss: 0.0311792 | Time: 5677.95 ms
[2021-01-22 05:20:11 main:574] : INFO : Epoch 1601 | loss: 0.031161 | val_loss: 0.031177 | Time: 5741.22 ms
[2021-01-22 05:20:17 main:574] : INFO : Epoch 1602 | loss: 0.0311632 | val_loss: 0.0311762 | Time: 5695.22 ms
[2021-01-22 05:20:23 main:574] : INFO : Epoch 1603 | loss: 0.0311613 | val_loss: 0.0311786 | Time: 5683.43 ms
[2021-01-22 05:20:29 main:574] : INFO : Epoch 1604 | loss: 0.0311649 | val_loss: 0.031182 | Time: 5661.36 ms
[2021-01-22 05:20:35 main:574] : INFO : Epoch 1605 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 5685.97 ms
[2021-01-22 05:20:40 main:574] : INFO : Epoch 1606 | loss: 0.0311637 | val_loss: 0.031183 | Time: 5732.82 ms
[2021-01-22 05:20:46 main:574] : INFO : Epoch 1607 | loss: 0.031168 | val_loss: 0.0311811 | Time: 5697.44 ms
[2021-01-22 05:20:52 main:574] : INFO : Epoch 1608 | loss: 0.0311716 | val_loss: 0.0311851 | Time: 5758.55 ms
[2021-01-22 05:20:58 main:574] : INFO : Epoch 1609 | loss: 0.0311705 | val_loss: 0.0311854 | Time: 5682 ms
[2021-01-22 05:21:04 main:574] : INFO : Epoch 1610 | loss: 0.0311691 | val_loss: 0.0311781 | Time: 5656.19 ms
[2021-01-22 05:21:09 main:574] : INFO : Epoch 1611 | loss: 0.0311676 | val_loss: 0.031175 | Time: 5734.07 ms
[2021-01-22 05:21:15 main:574] : INFO : Epoch 1612 | loss: 0.0311703 | val_loss: 0.0311755 | Time: 5656.61 ms
[2021-01-22 05:21:21 main:574] : INFO : Epoch 1613 | loss: 0.0311682 | val_loss: 0.031175 | Time: 5738.1 ms
[2021-01-22 05:21:27 main:574] : INFO : Epoch 1614 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 5732.89 ms
[2021-01-22 05:21:33 main:574] : INFO : Epoch 1615 | loss: 0.0311638 | val_loss: 0.0311748 | Time: 5740.63 ms
[2021-01-22 05:21:38 main:574] : INFO : Epoch 1616 | loss: 0.031164 | val_loss: 0.0311777 | Time: 5672.57 ms
[2021-01-22 05:21:44 main:574] : INFO : Epoch 1617 | loss: 0.0311653 | val_loss: 0.0311758 | Time: 5802.14 ms
[2021-01-22 05:21:50 main:574] : INFO : Epoch 1618 | loss: 0.0311633 | val_loss: 0.0311731 | Time: 5706.35 ms
[2021-01-22 05:21:56 main:574] : INFO : Epoch 1619 | loss: 0.0311639 | val_loss: 0.0311751 | Time: 5707.14 ms
[2021-01-22 05:22:02 main:574] : INFO : Epoch 1620 | loss: 0.0311656 | val_loss: 0.0311738 | Time: 5690.38 ms
[2021-01-22 05:22:07 main:574] : INFO : Epoch 1621 | loss: 0.031161 | val_loss: 0.0311734 | Time: 5652.82 ms
[2021-01-22 05:22:13 main:574] : INFO : Epoch 1622 | loss: 0.0311609 | val_loss: 0.0311759 | Time: 5758.99 ms
[2021-01-22 05:22:19 main:574] : INFO : Epoch 1623 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 5693.89 ms
[2021-01-22 05:22:25 main:574] : INFO : Epoch 1624 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 5674.91 ms
[2021-01-22 05:22:30 main:574] : INFO : Epoch 1625 | loss: 0.0311611 | val_loss: 0.031178 | Time: 5735.17 ms
[2021-01-22 05:22:36 main:574] : INFO : Epoch 1626 | loss: 0.0311663 | val_loss: 0.0311952 | Time: 5685.96 ms
[2021-01-22 05:22:42 main:574] : INFO : Epoch 1627 | loss: 0.0311647 | val_loss: 0.0311746 | Time: 5661.9 ms
[2021-01-22 05:22:48 main:574] : INFO : Epoch 1628 | loss: 0.0311638 | val_loss: 0.0311819 | Time: 5700.24 ms
[2021-01-22 05:22:54 main:574] : INFO : Epoch 1629 | loss: 0.0311633 | val_loss: 0.0311856 | Time: 5683.62 ms
[2021-01-22 05:22:59 main:574] : INFO : Epoch 1630 | loss: 0.03117 | val_loss: 0.0311813 | Time: 5706.33 ms
[2021-01-22 05:23:05 main:574] : INFO : Epoch 1631 | loss: 0.031165 | val_loss: 0.0311785 | Time: 5754.31 ms
[2021-01-22 05:23:11 main:574] : INFO : Epoch 1632 | loss: 0.0311631 | val_loss: 0.0311763 | Time: 5663.5 ms
[2021-01-22 05:23:17 main:574] : INFO : Epoch 1633 | loss: 0.0311631 | val_loss: 0.0311772 | Time: 5712.03 ms
[2021-01-22 05:23:23 main:574] : INFO : Epoch 1634 | loss: 0.0311611 | val_loss: 0.0311744 | Time: 5661.45 ms
[2021-01-22 05:23:28 main:574] : INFO : Epoch 1635 | loss: 0.0311616 | val_loss: 0.0311753 | Time: 5652.91 ms
[2021-01-22 05:23:34 main:574] : INFO : Epoch 1636 | loss: 0.0311588 | val_loss: 0.0311754 | Time: 5790.97 ms
[2021-01-22 05:23:40 main:574] : INFO : Epoch 1637 | loss: 0.0311605 | val_loss: 0.0311863 | Time: 5721.17 ms
[2021-01-22 05:23:46 main:574] : INFO : Epoch 1638 | loss: 0.031165 | val_loss: 0.0311801 | Time: 5790.15 ms
[2021-01-22 05:23:52 main:574] : INFO : Epoch 1639 | loss: 0.0311633 | val_loss: 0.0311788 | Time: 5737.55 ms
[2021-01-22 05:23:57 main:574] : INFO : Epoch 1640 | loss: 0.0311618 | val_loss: 0.031174 | Time: 5705.14 ms
[2021-01-22 05:24:03 main:574] : INFO : Epoch 1641 | loss: 0.0311595 | val_loss: 0.0311738 | Time: 5667.18 ms
[2021-01-22 05:24:09 main:574] : INFO : Epoch 1642 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 5726.08 ms
[2021-01-22 05:24:15 main:574] : INFO : Epoch 1643 | loss: 0.0311592 | val_loss: 0.0311755 | Time: 5665.55 ms
[2021-01-22 05:24:20 main:574] : INFO : Epoch 1644 | loss: 0.0311596 | val_loss: 0.0311787 | Time: 5661.86 ms
[2021-01-22 05:24:26 main:574] : INFO : Epoch 1645 | loss: 0.0311608 | val_loss: 0.0311734 | Time: 5714.93 ms
[2021-01-22 05:24:32 main:574] : INFO : Epoch 1646 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 5662.53 ms
[2021-01-22 05:24:38 main:574] : INFO : Epoch 1647 | loss: 0.0311594 | val_loss: 0.0311789 | Time: 5694.7 ms
[2021-01-22 05:24:43 main:574] : INFO : Epoch 1648 | loss: 0.0311631 | val_loss: 0.0311761 | Time: 5701.28 ms
[2021-01-22 05:24:49 main:574] : INFO : Epoch 1649 | loss: 0.0311602 | val_loss: 0.0311773 | Time: 5723 ms
[2021-01-22 05:24:55 main:574] : INFO : Epoch 1650 | loss: 0.0311575 | val_loss: 0.0311755 | Time: 5713.46 ms
[2021-01-22 05:25:01 main:574] : INFO : Epoch 1651 | loss: 0.0311606 | val_loss: 0.0311809 | Time: 5663.34 ms
[2021-01-22 05:25:06 main:574] : INFO : Epoch 1652 | loss: 0.031167 | val_loss: 0.0311967 | Time: 5653.48 ms
[2021-01-22 05:25:12 main:574] : INFO : Epoch 1653 | loss: 0.0311637 | val_loss: 0.0311756 | Time: 5706.77 ms
[2021-01-22 05:25:18 main:574] : INFO : Epoch 1654 | loss: 0.0311571 | val_loss: 0.0311774 | Time: 5797.68 ms
[2021-01-22 05:25:24 main:574] : INFO : Epoch 1655 | loss: 0.0311601 | val_loss: 0.0311788 | Time: 5690.28 ms
[2021-01-22 05:25:30 main:574] : INFO : Epoch 1656 | loss: 0.031161 | val_loss: 0.0311769 | Time: 5688.49 ms
[2021-01-22 05:25:35 main:574] : INFO : Epoch 1657 | loss: 0.0311594 | val_loss: 0.031175 | Time: 5779.39 ms
[2021-01-22 05:25:41 main:574] : INFO : Epoch 1658 | loss: 0.0311599 | val_loss: 0.0311869 | Time: 5685.45 ms
[2021-01-22 05:25:47 main:574] : INFO : Epoch 1659 | loss: 0.0311618 | val_loss: 0.0311789 | Time: 5730.97 ms
[2021-01-22 05:25:53 main:574] : INFO : Epoch 1660 | loss: 0.0311583 | val_loss: 0.0311766 | Time: 5713.62 ms
[2021-01-22 05:25:59 main:574] : INFO : Epoch 1661 | loss: 0.031158 | val_loss: 0.0311731 | Time: 5653.21 ms
[2021-01-22 05:26:04 main:574] : INFO : Epoch 1662 | loss: 0.0311596 | val_loss: 0.0311758 | Time: 5682.27 ms
[2021-01-22 05:26:10 main:574] : INFO : Epoch 1663 | loss: 0.0311593 | val_loss: 0.0311918 | Time: 5705.08 ms
[2021-01-22 05:26:16 main:574] : INFO : Epoch 1664 | loss: 0.0311635 | val_loss: 0.0311747 | Time: 5704.37 ms
[2021-01-22 05:26:22 main:574] : INFO : Epoch 1665 | loss: 0.03116 | val_loss: 0.0311769 | Time: 5765.45 ms
[2021-01-22 05:26:28 main:574] : INFO : Epoch 1666 | loss: 0.0311593 | val_loss: 0.0311744 | Time: 5655.46 ms
[2021-01-22 05:26:33 main:574] : INFO : Epoch 1667 | loss: 0.0311583 | val_loss: 0.031173 | Time: 5732.63 ms
[2021-01-22 05:26:39 main:574] : INFO : Epoch 1668 | loss: 0.0311629 | val_loss: 0.0311796 | Time: 5691.38 ms
[2021-01-22 05:26:45 main:574] : INFO : Epoch 1669 | loss: 0.0311606 | val_loss: 0.0311744 | Time: 5699.99 ms
[2021-01-22 05:26:51 main:574] : INFO : Epoch 1670 | loss: 0.0311619 | val_loss: 0.0311777 | Time: 5696.79 ms
[2021-01-22 05:26:57 main:574] : INFO : Epoch 1671 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 5749.67 ms
[2021-01-22 05:27:02 main:574] : INFO : Epoch 1672 | loss: 0.0311632 | val_loss: 0.0311742 | Time: 5695.93 ms
[2021-01-22 05:27:08 main:574] : INFO : Epoch 1673 | loss: 0.0311608 | val_loss: 0.031173 | Time: 5696.98 ms
[2021-01-22 05:27:14 main:574] : INFO : Epoch 1674 | loss: 0.0311583 | val_loss: 0.0311735 | Time: 5659.08 ms
[2021-01-22 05:27:20 main:574] : INFO : Epoch 1675 | loss: 0.0311595 | val_loss: 0.0311741 | Time: 5747.53 ms
[2021-01-22 05:27:25 main:574] : INFO : Epoch 1676 | loss: 0.031157 | val_loss: 0.0311794 | Time: 5665.35 ms
[2021-01-22 05:27:31 main:574] : INFO : Epoch 1677 | loss: 0.0311589 | val_loss: 0.0311749 | Time: 5658.94 ms
[2021-01-22 05:27:37 main:574] : INFO : Epoch 1678 | loss: 0.0311587 | val_loss: 0.0311749 | Time: 5661.87 ms
[2021-01-22 05:27:43 main:574] : INFO : Epoch 1679 | loss: 0.0311576 | val_loss: 0.0311754 | Time: 5703.02 ms
[2021-01-22 05:27:48 main:574] : INFO : Epoch 1680 | loss: 0.0311588 | val_loss: 0.031174 | Time: 5654.92 ms
[2021-01-22 05:27:54 main:574] : INFO : Epoch 1681 | loss: 0.0311659 | val_loss: 0.0311874 | Time: 5710.75 ms
[2021-01-22 05:28:00 main:574] : INFO : Epoch 1682 | loss: 0.0311642 | val_loss: 0.0311883 | Time: 5659.59 ms
[2021-01-22 05:28:06 main:574] : INFO : Epoch 1683 | loss: 0.0311628 | val_loss: 0.031183 | Time: 5718.21 ms
[2021-01-22 05:28:11 main:574] : INFO : Epoch 1684 | loss: 0.0311625 | val_loss: 0.0311805 | Time: 5664.55 ms
[2021-01-22 05:28:17 main:574] : INFO : Epoch 1685 | loss: 0.0311612 | val_loss: 0.0311768 | Time: 5679.25 ms
[2021-01-22 05:28:23 main:574] : INFO : Epoch 1686 | loss: 0.0311586 | val_loss: 0.0311773 | Time: 5721.37 ms
[2021-01-22 05:28:29 main:574] : INFO : Epoch 1687 | loss: 0.0311582 | val_loss: 0.0311789 | Time: 5680.73 ms
[2021-01-22 05:28:34 main:574] : INFO : Epoch 1688 | loss: 0.0311613 | val_loss: 0.0311756 | Time: 5797.63 ms
[2021-01-22 05:28:40 main:574] : INFO : Epoch 1689 | loss: 0.0311604 | val_loss: 0.0311749 | Time: 5654.13 ms
[2021-01-22 05:28:46 main:574] : INFO : Epoch 1690 | loss: 0.031161 | val_loss: 0.0311822 | Time: 5662.63 ms
[2021-01-22 05:28:52 main:574] : INFO : Epoch 1691 | loss: 0.0311675 | val_loss: 0.0312002 | Time: 5761.45 ms
[2021-01-22 05:28:58 main:574] : INFO : Epoch 1692 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 5652.56 ms
[2021-01-22 05:29:03 main:574] : INFO : Epoch 1693 | loss: 0.0311631 | val_loss: 0.0311792 | Time: 5742.48 ms
[2021-01-22 05:29:09 main:574] : INFO : Epoch 1694 | loss: 0.0311634 | val_loss: 0.0311739 | Time: 5685.45 ms
[2021-01-22 05:29:15 main:574] : INFO : Epoch 1695 | loss: 0.0311619 | val_loss: 0.0311732 | Time: 5661.1 ms
[2021-01-22 05:29:21 main:574] : INFO : Epoch 1696 | loss: 0.0311658 | val_loss: 0.0311763 | Time: 5675.01 ms
[2021-01-22 05:29:26 main:574] : INFO : Epoch 1697 | loss: 0.0311613 | val_loss: 0.0311815 | Time: 5652.47 ms
[2021-01-22 05:29:32 main:574] : INFO : Epoch 1698 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 5705.55 ms
[2021-01-22 05:29:38 main:574] : INFO : Epoch 1699 | loss: 0.0311615 | val_loss: 0.0311737 | Time: 5677.65 ms
[2021-01-22 05:29:44 main:574] : INFO : Epoch 1700 | loss: 0.0311599 | val_loss: 0.0311697 | Time: 5773.73 ms
[2021-01-22 05:29:49 main:574] : INFO : Epoch 1701 | loss: 0.031159 | val_loss: 0.0311737 | Time: 5686.02 ms
[2021-01-22 05:29:55 main:574] : INFO : Epoch 1702 | loss: 0.0311588 | val_loss: 0.0311723 | Time: 5748.85 ms
[2021-01-22 05:30:01 main:574] : INFO : Epoch 1703 | loss: 0.0311581 | val_loss: 0.0311732 | Time: 5672.41 ms
[2021-01-22 05:30:07 main:574] : INFO : Epoch 1704 | loss: 0.0311611 | val_loss: 0.0311765 | Time: 5656.24 ms
[2021-01-22 05:30:13 main:574] : INFO : Epoch 1705 | loss: 0.0311632 | val_loss: 0.0311794 | Time: 5752.85 ms
[2021-01-22 05:30:18 main:574] : INFO : Epoch 1706 | loss: 0.0311597 | val_loss: 0.0311742 | Time: 5712.05 ms
[2021-01-22 05:30:24 main:574] : INFO : Epoch 1707 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 5702.73 ms
[2021-01-22 05:30:30 main:574] : INFO : Epoch 1708 | loss: 0.0311713 | val_loss: 0.0311856 | Time: 5661.84 ms
[2021-01-22 05:30:36 main:574] : INFO : Epoch 1709 | loss: 0.0311686 | val_loss: 0.0311754 | Time: 5680.81 ms
[2021-01-22 05:30:42 main:574] : INFO : Epoch 1710 | loss: 0.0311659 | val_loss: 0.031174 | Time: 5751.09 ms
[2021-01-22 05:30:47 main:574] : INFO : Epoch 1711 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 5733.4 ms
[2021-01-22 05:30:53 main:574] : INFO : Epoch 1712 | loss: 0.0311718 | val_loss: 0.0311727 | Time: 5739.45 ms
[2021-01-22 05:30:59 main:574] : INFO : Epoch 1713 | loss: 0.0311633 | val_loss: 0.031172 | Time: 5707.52 ms
[2021-01-22 05:31:05 main:574] : INFO : Epoch 1714 | loss: 0.0311631 | val_loss: 0.0311805 | Time: 5686.86 ms
[2021-01-22 05:31:10 main:574] : INFO : Epoch 1715 | loss: 0.0311654 | val_loss: 0.0311745 | Time: 5705.73 ms
[2021-01-22 05:31:16 main:574] : INFO : Epoch 1716 | loss: 0.0311601 | val_loss: 0.0311745 | Time: 5709.48 ms
[2021-01-22 05:31:22 main:574] : INFO : Epoch 1717 | loss: 0.0311604 | val_loss: 0.031176 | Time: 5754.87 ms
[2021-01-22 05:31:28 main:574] : INFO : Epoch 1718 | loss: 0.0311597 | val_loss: 0.0311846 | Time: 5812.92 ms
[2021-01-22 05:31:34 main:574] : INFO : Epoch 1719 | loss: 0.0311604 | val_loss: 0.0311711 | Time: 5702.5 ms
[2021-01-22 05:31:40 main:574] : INFO : Epoch 1720 | loss: 0.0311625 | val_loss: 0.0311765 | Time: 5759.19 ms
[2021-01-22 05:31:45 main:574] : INFO : Epoch 1721 | loss: 0.0311617 | val_loss: 0.031174 | Time: 5679.01 ms
[2021-01-22 05:31:51 main:574] : INFO : Epoch 1722 | loss: 0.0311602 | val_loss: 0.0311727 | Time: 5664.87 ms
[2021-01-22 05:31:57 main:574] : INFO : Epoch 1723 | loss: 0.0311593 | val_loss: 0.0311809 | Time: 5695.27 ms
[2021-01-22 05:32:03 main:574] : INFO : Epoch 1724 | loss: 0.0311601 | val_loss: 0.0311726 | Time: 5678.07 ms
[2021-01-22 05:32:08 main:574] : INFO : Epoch 1725 | loss: 0.0311594 | val_loss: 0.0311728 | Time: 5759.81 ms
[2021-01-22 05:32:14 main:574] : INFO : Epoch 1726 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 5734.45 ms
[2021-01-22 05:32:20 main:574] : INFO : Epoch 1727 | loss: 0.0311595 | val_loss: 0.0311759 | Time: 5652.12 ms
[2021-01-22 05:32:26 main:574] : INFO : Epoch 1728 | loss: 0.0311604 | val_loss: 0.0311738 | Time: 5765.26 ms
[2021-01-22 05:32:32 main:574] : INFO : Epoch 1729 | loss: 0.0311594 | val_loss: 0.0311892 | Time: 5736.29 ms
[2021-01-22 05:32:37 main:574] : INFO : Epoch 1730 | loss: 0.0311627 | val_loss: 0.0311718 | Time: 5684.37 ms
[2021-01-22 05:32:43 main:574] : INFO : Epoch 1731 | loss: 0.0311573 | val_loss: 0.0311753 | Time: 5722.27 ms
[2021-01-22 05:32:49 main:574] : INFO : Epoch 1732 | loss: 0.0311575 | val_loss: 0.0311756 | Time: 5698.46 ms
[2021-01-22 05:32:55 main:574] : INFO : Epoch 1733 | loss: 0.0311571 | val_loss: 0.0311722 | Time: 5736.43 ms
[2021-01-22 05:33:00 main:574] : INFO : Epoch 1734 | loss: 0.0311588 | val_loss: 0.0311757 | Time: 5728.36 ms
[2021-01-22 05:33:06 main:574] : INFO : Epoch 1735 | loss: 0.0311586 | val_loss: 0.031176 | Time: 5736.34 ms
[2021-01-22 05:33:12 main:574] : INFO : Epoch 1736 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 5666.93 ms
[2021-01-22 05:33:18 main:574] : INFO : Epoch 1737 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 5665.54 ms
[2021-01-22 05:33:24 main:574] : INFO : Epoch 1738 | loss: 0.0311629 | val_loss: 0.0311761 | Time: 5732.05 ms
[2021-01-22 05:33:29 main:574] : INFO : Epoch 1739 | loss: 0.0311585 | val_loss: 0.031181 | Time: 5730.69 ms
[2021-01-22 05:33:35 main:574] : INFO : Epoch 1740 | loss: 0.0311612 | val_loss: 0.0311725 | Time: 5766 ms
[2021-01-22 05:33:41 main:574] : INFO : Epoch 1741 | loss: 0.0311658 | val_loss: 0.0312088 | Time: 5852.72 ms
[2021-01-22 05:33:47 main:574] : INFO : Epoch 1742 | loss: 0.0311654 | val_loss: 0.0311854 | Time: 5656.78 ms
[2021-01-22 05:33:53 main:574] : INFO : Epoch 1743 | loss: 0.0311824 | val_loss: 0.0311949 | Time: 5739.36 ms
[2021-01-22 05:33:58 main:574] : INFO : Epoch 1744 | loss: 0.0311856 | val_loss: 0.0311955 | Time: 5686.77 ms
[2021-01-22 05:34:04 main:574] : INFO : Epoch 1745 | loss: 0.0311806 | val_loss: 0.0311883 | Time: 5659.19 ms
[2021-01-22 05:34:10 main:574] : INFO : Epoch 1746 | loss: 0.0311774 | val_loss: 0.0311832 | Time: 5700.22 ms
[2021-01-22 05:34:16 main:574] : INFO : Epoch 1747 | loss: 0.0311741 | val_loss: 0.0311918 | Time: 5660.46 ms
[2021-01-22 05:34:21 main:574] : INFO : Epoch 1748 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 5657.57 ms
[2021-01-22 05:34:27 main:574] : INFO : Epoch 1749 | loss: 0.0311698 | val_loss: 0.0311791 | Time: 5808.38 ms
[2021-01-22 05:34:33 main:574] : INFO : Epoch 1750 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 5663.36 ms
[2021-01-22 05:34:39 main:574] : INFO : Epoch 1751 | loss: 0.0311689 | val_loss: 0.0311834 | Time: 5748.83 ms
[2021-01-22 05:34:45 main:574] : INFO : Epoch 1752 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 5695.43 ms
[2021-01-22 05:34:50 main:574] : INFO : Epoch 1753 | loss: 0.0311676 | val_loss: 0.0311783 | Time: 5724.88 ms
[2021-01-22 05:34:56 main:574] : INFO : Epoch 1754 | loss: 0.0311711 | val_loss: 0.0312024 | Time: 5701.91 ms
[2021-01-22 05:35:02 main:574] : INFO : Epoch 1755 | loss: 0.0311727 | val_loss: 0.0311967 | Time: 5733.29 ms
[2021-01-22 05:35:08 main:574] : INFO : Epoch 1756 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 5687.14 ms
[2021-01-22 05:35:14 main:574] : INFO : Epoch 1757 | loss: 0.0311707 | val_loss: 0.0311785 | Time: 5719.97 ms
[2021-01-22 05:35:19 main:574] : INFO : Epoch 1758 | loss: 0.0311713 | val_loss: 0.0311801 | Time: 5713.63 ms
[2021-01-22 05:35:25 main:574] : INFO : Epoch 1759 | loss: 0.0311626 | val_loss: 0.0311792 | Time: 5745.46 ms
[2021-01-22 05:35:31 main:574] : INFO : Epoch 1760 | loss: 0.0311668 | val_loss: 0.031177 | Time: 5658.14 ms
[2021-01-22 05:35:37 main:574] : INFO : Epoch 1761 | loss: 0.031166 | val_loss: 0.0311815 | Time: 5665.31 ms
[2021-01-22 05:35:43 main:574] : INFO : Epoch 1762 | loss: 0.0311635 | val_loss: 0.03118 | Time: 5727.08 ms
[2021-01-22 05:35:48 main:574] : INFO : Epoch 1763 | loss: 0.0311656 | val_loss: 0.0311792 | Time: 5727.68 ms
[2021-01-22 05:35:54 main:574] : INFO : Epoch 1764 | loss: 0.0311665 | val_loss: 0.0311834 | Time: 5655.47 ms
[2021-01-22 05:36:00 main:574] : INFO : Epoch 1765 | loss: 0.0311652 | val_loss: 0.0311818 | Time: 5699.2 ms
[2021-01-22 05:36:06 main:574] : INFO : Epoch 1766 | loss: 0.0311651 | val_loss: 0.0311872 | Time: 5678.79 ms
[2021-01-22 05:36:11 main:574] : INFO : Epoch 1767 | loss: 0.0311665 | val_loss: 0.03118 | Time: 5676.78 ms
[2021-01-22 05:36:17 main:574] : INFO : Epoch 1768 | loss: 0.031166 | val_loss: 0.0311828 | Time: 5725.55 ms
[2021-01-22 05:36:23 main:574] : INFO : Epoch 1769 | loss: 0.0311671 | val_loss: 0.0311809 | Time: 5694.44 ms
[2021-01-22 05:36:29 main:574] : INFO : Epoch 1770 | loss: 0.0311624 | val_loss: 0.0311795 | Time: 5684.82 ms
[2021-01-22 05:36:34 main:574] : INFO : Epoch 1771 | loss: 0.0311603 | val_loss: 0.0311782 | Time: 5727.09 ms
[2021-01-22 05:36:40 main:574] : INFO : Epoch 1772 | loss: 0.0311617 | val_loss: 0.0311821 | Time: 5657.21 ms
[2021-01-22 05:36:46 main:574] : INFO : Epoch 1773 | loss: 0.0311639 | val_loss: 0.031191 | Time: 5689.85 ms
[2021-01-22 05:36:52 main:574] : INFO : Epoch 1774 | loss: 0.0311635 | val_loss: 0.0311769 | Time: 5718.45 ms
[2021-01-22 05:36:57 main:574] : INFO : Epoch 1775 | loss: 0.0311576 | val_loss: 0.0311756 | Time: 5654.98 ms
[2021-01-22 05:37:03 main:574] : INFO : Epoch 1776 | loss: 0.0311574 | val_loss: 0.0311787 | Time: 5715.07 ms
[2021-01-22 05:37:09 main:574] : INFO : Epoch 1777 | loss: 0.0311593 | val_loss: 0.031181 | Time: 5712.33 ms
[2021-01-22 05:37:15 main:574] : INFO : Epoch 1778 | loss: 0.0311584 | val_loss: 0.0311777 | Time: 5657.31 ms
[2021-01-22 05:37:21 main:574] : INFO : Epoch 1779 | loss: 0.0311648 | val_loss: 0.0311773 | Time: 5698.9 ms
[2021-01-22 05:37:26 main:574] : INFO : Epoch 1780 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 5703.18 ms
[2021-01-22 05:37:32 main:574] : INFO : Epoch 1781 | loss: 0.0311705 | val_loss: 0.0311732 | Time: 5654.88 ms
[2021-01-22 05:37:38 main:574] : INFO : Epoch 1782 | loss: 0.0311685 | val_loss: 0.0311765 | Time: 5774.62 ms
[2021-01-22 05:37:44 main:574] : INFO : Epoch 1783 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 5676.65 ms
[2021-01-22 05:37:49 main:574] : INFO : Epoch 1784 | loss: 0.031169 | val_loss: 0.0311901 | Time: 5675.33 ms
[2021-01-22 05:37:55 main:574] : INFO : Epoch 1785 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 5664.95 ms
[2021-01-22 05:38:01 main:574] : INFO : Epoch 1786 | loss: 0.0311697 | val_loss: 0.0311775 | Time: 5654.1 ms
[2021-01-22 05:38:07 main:574] : INFO : Epoch 1787 | loss: 0.0311665 | val_loss: 0.0311824 | Time: 5650.63 ms
[2021-01-22 05:38:12 main:574] : INFO : Epoch 1788 | loss: 0.0311625 | val_loss: 0.0311734 | Time: 5712.27 ms
[2021-01-22 05:38:18 main:574] : INFO : Epoch 1789 | loss: 0.0311623 | val_loss: 0.0311742 | Time: 5657.68 ms
[2021-01-22 05:38:24 main:574] : INFO : Epoch 1790 | loss: 0.0311617 | val_loss: 0.0311748 | Time: 5730.77 ms
[2021-01-22 05:38:30 main:574] : INFO : Epoch 1791 | loss: 0.031161 | val_loss: 0.0311744 | Time: 5685.05 ms
[2021-01-22 05:38:36 main:574] : INFO : Epoch 1792 | loss: 0.0311622 | val_loss: 0.0311779 | Time: 5757.15 ms
[2021-01-22 05:38:41 main:574] : INFO : Epoch 1793 | loss: 0.0311629 | val_loss: 0.0311763 | Time: 5672.04 ms
[2021-01-22 05:38:47 main:574] : INFO : Epoch 1794 | loss: 0.0311595 | val_loss: 0.0311755 | Time: 5738.83 ms
[2021-01-22 05:38:53 main:574] : INFO : Epoch 1795 | loss: 0.0311599 | val_loss: 0.0311734 | Time: 5707.51 ms
[2021-01-22 05:38:59 main:574] : INFO : Epoch 1796 | loss: 0.0311617 | val_loss: 0.0311803 | Time: 5656.96 ms
[2021-01-22 05:39:04 main:574] : INFO : Epoch 1797 | loss: 0.0311615 | val_loss: 0.031177 | Time: 5679.94 ms
[2021-01-22 05:39:10 main:574] : INFO : Epoch 1798 | loss: 0.0311605 | val_loss: 0.0311757 | Time: 5722.95 ms
[2021-01-22 05:39:16 main:574] : INFO : Epoch 1799 | loss: 0.0311642 | val_loss: 0.0311728 | Time: 5684.25 ms
[2021-01-22 05:39:22 main:574] : INFO : Epoch 1800 | loss: 0.0311615 | val_loss: 0.0311759 | Time: 5762.55 ms
[2021-01-22 05:39:28 main:574] : INFO : Epoch 1801 | loss: 0.0311622 | val_loss: 0.0311757 | Time: 5746.4 ms
[2021-01-22 05:39:33 main:574] : INFO : Epoch 1802 | loss: 0.0311603 | val_loss: 0.0311725 | Time: 5681.88 ms
[2021-01-22 05:39:39 main:574] : INFO : Epoch 1803 | loss: 0.0311951 | val_loss: 0.0312256 | Time: 5666.98 ms
[2021-01-22 05:39:45 main:574] : INFO : Epoch 1804 | loss: 0.0312247 | val_loss: 0.0312266 | Time: 5701.49 ms
[2021-01-22 05:39:51 main:574] : INFO : Epoch 1805 | loss: 0.0312183 | val_loss: 0.0312169 | Time: 5662.98 ms
[2021-01-22 05:39:56 main:574] : INFO : Epoch 1806 | loss: 0.0312104 | val_loss: 0.031207 | Time: 5661.91 ms
[2021-01-22 05:40:02 main:574] : INFO : Epoch 1807 | loss: 0.0312057 | val_loss: 0.0312063 | Time: 5717.12 ms
[2021-01-22 05:40:08 main:574] : INFO : Epoch 1808 | loss: 0.0312033 | val_loss: 0.0312101 | Time: 5690.25 ms
[2021-01-22 05:40:14 main:574] : INFO : Epoch 1809 | loss: 0.0311997 | val_loss: 0.0312042 | Time: 5688.36 ms
[2021-01-22 05:40:20 main:574] : INFO : Epoch 1810 | loss: 0.0311963 | val_loss: 0.0312028 | Time: 5679.04 ms
[2021-01-22 05:40:25 main:574] : INFO : Epoch 1811 | loss: 0.0311959 | val_loss: 0.031208 | Time: 5744.53 ms
[2021-01-22 05:40:31 main:574] : INFO : Epoch 1812 | loss: 0.0311939 | val_loss: 0.0312053 | Time: 5740.56 ms
[2021-01-22 05:40:37 main:574] : INFO : Epoch 1813 | loss: 0.0311942 | val_loss: 0.0312007 | Time: 5730.94 ms
[2021-01-22 05:40:43 main:574] : INFO : Epoch 1814 | loss: 0.0311941 | val_loss: 0.0312031 | Time: 5685.68 ms
[2021-01-22 05:40:48 main:574] : INFO : Epoch 1815 | loss: 0.0311912 | val_loss: 0.0312052 | Time: 5649.73 ms
[2021-01-22 05:40:54 main:574] : INFO : Epoch 1816 | loss: 0.0311908 | val_loss: 0.0312084 | Time: 5705.88 ms
[2021-01-22 05:41:00 main:574] : INFO : Epoch 1817 | loss: 0.0311897 | val_loss: 0.0312097 | Time: 5718.41 ms
[2021-01-22 05:41:06 main:574] : INFO : Epoch 1818 | loss: 0.031191 | val_loss: 0.0312016 | Time: 5751.53 ms
[2021-01-22 05:41:12 main:574] : INFO : Epoch 1819 | loss: 0.0311936 | val_loss: 0.0312056 | Time: 5701 ms
[2021-01-22 05:41:17 main:574] : INFO : Epoch 1820 | loss: 0.0311925 | val_loss: 0.0312031 | Time: 5735.97 ms
[2021-01-22 05:41:23 main:574] : INFO : Epoch 1821 | loss: 0.031189 | val_loss: 0.0311993 | Time: 5721.01 ms
[2021-01-22 05:41:29 main:574] : INFO : Epoch 1822 | loss: 0.0311887 | val_loss: 0.0311994 | Time: 5684.81 ms
[2021-01-22 05:41:35 main:574] : INFO : Epoch 1823 | loss: 0.0311894 | val_loss: 0.0312036 | Time: 5688.49 ms
[2021-01-22 05:41:41 main:574] : INFO : Epoch 1824 | loss: 0.0311902 | val_loss: 0.0312011 | Time: 5742.3 ms
[2021-01-22 05:41:46 main:574] : INFO : Epoch 1825 | loss: 0.0311902 | val_loss: 0.0311998 | Time: 5730.37 ms
[2021-01-22 05:41:52 main:574] : INFO : Epoch 1826 | loss: 0.0311892 | val_loss: 0.0312051 | Time: 5721.06 ms
[2021-01-22 05:41:58 main:574] : INFO : Epoch 1827 | loss: 0.0311888 | val_loss: 0.0312021 | Time: 5696.92 ms
[2021-01-22 05:42:04 main:574] : INFO : Epoch 1828 | loss: 0.0311894 | val_loss: 0.0312045 | Time: 5655.07 ms
[2021-01-22 05:42:09 main:574] : INFO : Epoch 1829 | loss: 0.0311905 | val_loss: 0.0312078 | Time: 5673.03 ms
[2021-01-22 05:42:15 main:574] : INFO : Epoch 1830 | loss: 0.0311893 | val_loss: 0.031201 | Time: 5682.97 ms
[2021-01-22 05:42:21 main:574] : INFO : Epoch 1831 | loss: 0.0311882 | val_loss: 0.0312017 | Time: 5676.6 ms
[2021-01-22 05:42:27 main:574] : INFO : Epoch 1832 | loss: 0.0311885 | val_loss: 0.0311999 | Time: 5810.66 ms
[2021-01-22 05:42:33 main:574] : INFO : Epoch 1833 | loss: 0.0311892 | val_loss: 0.0312083 | Time: 5686.42 ms
[2021-01-22 05:42:38 main:574] : INFO : Epoch 1834 | loss: 0.0311922 | val_loss: 0.0312013 | Time: 5691.62 ms
[2021-01-22 05:42:44 main:574] : INFO : Epoch 1835 | loss: 0.0311881 | val_loss: 0.0312103 | Time: 5684.49 ms
[2021-01-22 05:42:50 main:574] : INFO : Epoch 1836 | loss: 0.0311883 | val_loss: 0.0312018 | Time: 5741.35 ms
[2021-01-22 05:42:56 main:574] : INFO : Epoch 1837 | loss: 0.031187 | val_loss: 0.0312061 | Time: 5669.88 ms
[2021-01-22 05:43:02 main:574] : INFO : Epoch 1838 | loss: 0.0311882 | val_loss: 0.0312019 | Time: 5775.1 ms
[2021-01-22 05:43:07 main:574] : INFO : Epoch 1839 | loss: 0.0311867 | val_loss: 0.0311978 | Time: 5665.07 ms
[2021-01-22 05:43:13 main:574] : INFO : Epoch 1840 | loss: 0.0311874 | val_loss: 0.0312008 | Time: 5721.17 ms
[2021-01-22 05:43:19 main:574] : INFO : Epoch 1841 | loss: 0.031189 | val_loss: 0.0312042 | Time: 5700.68 ms
[2021-01-22 05:43:25 main:574] : INFO : Epoch 1842 | loss: 0.031189 | val_loss: 0.0311994 | Time: 5714.31 ms
[2021-01-22 05:43:30 main:574] : INFO : Epoch 1843 | loss: 0.0311845 | val_loss: 0.0311995 | Time: 5779.18 ms
[2021-01-22 05:43:36 main:574] : INFO : Epoch 1844 | loss: 0.031184 | val_loss: 0.0311971 | Time: 5734.76 ms
[2021-01-22 05:43:42 main:574] : INFO : Epoch 1845 | loss: 0.0311869 | val_loss: 0.0311972 | Time: 5658.17 ms
[2021-01-22 05:43:48 main:574] : INFO : Epoch 1846 | loss: 0.0311845 | val_loss: 0.0311955 | Time: 5731.96 ms
[2021-01-22 05:43:54 main:574] : INFO : Epoch 1847 | loss: 0.0311853 | val_loss: 0.0311972 | Time: 5702.97 ms
[2021-01-22 05:43:59 main:574] : INFO : Epoch 1848 | loss: 0.0311829 | val_loss: 0.0311974 | Time: 5733.41 ms
[2021-01-22 05:44:05 main:574] : INFO : Epoch 1849 | loss: 0.0311852 | val_loss: 0.0311969 | Time: 5711.06 ms
[2021-01-22 05:44:11 main:574] : INFO : Epoch 1850 | loss: 0.0311847 | val_loss: 0.0311999 | Time: 5710.74 ms
[2021-01-22 05:44:17 main:574] : INFO : Epoch 1851 | loss: 0.0311823 | val_loss: 0.0311983 | Time: 5708.9 ms
[2021-01-22 05:44:22 main:574] : INFO : Epoch 1852 | loss: 0.0311845 | val_loss: 0.0312012 | Time: 5655.39 ms
[2021-01-22 05:44:28 main:574] : INFO : Epoch 1853 | loss: 0.031186 | val_loss: 0.031197 | Time: 5684.04 ms
[2021-01-22 05:44:34 main:574] : INFO : Epoch 1854 | loss: 0.0311854 | val_loss: 0.0311963 | Time: 5714.12 ms
[2021-01-22 05:44:40 main:574] : INFO : Epoch 1855 | loss: 0.0311858 | val_loss: 0.031197 | Time: 5740.67 ms
[2021-01-22 05:44:46 main:574] : INFO : Epoch 1856 | loss: 0.0311851 | val_loss: 0.0311987 | Time: 5700.39 ms
[2021-01-22 05:44:52 main:574] : INFO : Epoch 1857 | loss: 0.0311827 | val_loss: 0.031203 | Time: 5782.46 ms
[2021-01-22 05:44:57 main:574] : INFO : Epoch 1858 | loss: 0.0311864 | val_loss: 0.0312 | Time: 5747.15 ms
[2021-01-22 05:45:03 main:574] : INFO : Epoch 1859 | loss: 0.0311906 | val_loss: 0.031204 | Time: 5767.43 ms
[2021-01-22 05:45:09 main:574] : INFO : Epoch 1860 | loss: 0.03119 | val_loss: 0.0312017 | Time: 5697.02 ms
[2021-01-22 05:45:15 main:574] : INFO : Epoch 1861 | loss: 0.031183 | val_loss: 0.0311985 | Time: 5719.73 ms
[2021-01-22 05:45:21 main:574] : INFO : Epoch 1862 | loss: 0.0311836 | val_loss: 0.0311969 | Time: 5718.67 ms
[2021-01-22 05:45:26 main:574] : INFO : Epoch 1863 | loss: 0.0311832 | val_loss: 0.0311995 | Time: 5688.67 ms
[2021-01-22 05:45:32 main:574] : INFO : Epoch 1864 | loss: 0.031182 | val_loss: 0.0311985 | Time: 5739.97 ms
[2021-01-22 05:45:38 main:574] : INFO : Epoch 1865 | loss: 0.0311834 | val_loss: 0.031197 | Time: 5654.29 ms
[2021-01-22 05:45:44 main:574] : INFO : Epoch 1866 | loss: 0.031182 | val_loss: 0.0311967 | Time: 5754.09 ms
[2021-01-22 05:45:49 main:574] : INFO : Epoch 1867 | loss: 0.0311823 | val_loss: 0.0312021 | Time: 5671.78 ms
[2021-01-22 05:45:55 main:574] : INFO : Epoch 1868 | loss: 0.0311817 | val_loss: 0.031196 | Time: 5742.6 ms
[2021-01-22 05:46:01 main:574] : INFO : Epoch 1869 | loss: 0.03118 | val_loss: 0.0311958 | Time: 5663.61 ms
[2021-01-22 05:46:07 main:574] : INFO : Epoch 1870 | loss: 0.0311804 | val_loss: 0.0311974 | Time: 5745.84 ms
[2021-01-22 05:46:13 main:574] : INFO : Epoch 1871 | loss: 0.0311792 | val_loss: 0.0311948 | Time: 5680.16 ms
[2021-01-22 05:46:18 main:574] : INFO : Epoch 1872 | loss: 0.0311787 | val_loss: 0.0311956 | Time: 5692.06 ms
[2021-01-22 05:46:24 main:574] : INFO : Epoch 1873 | loss: 0.0311782 | val_loss: 0.0311984 | Time: 5729.95 ms
[2021-01-22 05:46:30 main:574] : INFO : Epoch 1874 | loss: 0.0311792 | val_loss: 0.0311953 | Time: 5653.11 ms
[2021-01-22 05:46:36 main:574] : INFO : Epoch 1875 | loss: 0.0311804 | val_loss: 0.031196 | Time: 5689.33 ms
[2021-01-22 05:46:41 main:574] : INFO : Epoch 1876 | loss: 0.0311805 | val_loss: 0.0311929 | Time: 5671.46 ms
[2021-01-22 05:46:47 main:574] : INFO : Epoch 1877 | loss: 0.0311803 | val_loss: 0.0311922 | Time: 5706.39 ms
[2021-01-22 05:46:53 main:574] : INFO : Epoch 1878 | loss: 0.0311785 | val_loss: 0.031194 | Time: 5693.38 ms
[2021-01-22 05:46:59 main:574] : INFO : Epoch 1879 | loss: 0.0311768 | val_loss: 0.0311877 | Time: 5725.95 ms
[2021-01-22 05:47:05 main:574] : INFO : Epoch 1880 | loss: 0.0311756 | val_loss: 0.0311875 | Time: 5722.66 ms
[2021-01-22 05:47:10 main:574] : INFO : Epoch 1881 | loss: 0.0311723 | val_loss: 0.0311861 | Time: 5660.05 ms
[2021-01-22 05:47:16 main:574] : INFO : Epoch 1882 | loss: 0.0311726 | val_loss: 0.0311876 | Time: 5666.65 ms
[2021-01-22 05:47:22 main:574] : INFO : Epoch 1883 | loss: 0.031173 | val_loss: 0.0311829 | Time: 5661.71 ms
[2021-01-22 05:47:28 main:574] : INFO : Epoch 1884 | loss: 0.0311698 | val_loss: 0.0311817 | Time: 5743.18 ms
[2021-01-22 05:47:33 main:574] : INFO : Epoch 1885 | loss: 0.0311698 | val_loss: 0.03118 | Time: 5735.66 ms
[2021-01-22 05:47:39 main:574] : INFO : Epoch 1886 | loss: 0.0311716 | val_loss: 0.0311811 | Time: 5714.75 ms
[2021-01-22 05:47:45 main:574] : INFO : Epoch 1887 | loss: 0.0311692 | val_loss: 0.0311822 | Time: 5674.6 ms
[2021-01-22 05:47:51 main:574] : INFO : Epoch 1888 | loss: 0.0311686 | val_loss: 0.0311809 | Time: 5677.79 ms
[2021-01-22 05:47:56 main:574] : INFO : Epoch 1889 | loss: 0.0311712 | val_loss: 0.0311834 | Time: 5665.08 ms
[2021-01-22 05:48:02 main:574] : INFO : Epoch 1890 | loss: 0.0311702 | val_loss: 0.031179 | Time: 5682.46 ms
[2021-01-22 05:48:08 main:574] : INFO : Epoch 1891 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 5690.3 ms
[2021-01-22 05:48:14 main:574] : INFO : Epoch 1892 | loss: 0.0311679 | val_loss: 0.0311794 | Time: 5697.23 ms
[2021-01-22 05:48:19 main:574] : INFO : Epoch 1893 | loss: 0.0311685 | val_loss: 0.0311794 | Time: 5669.1 ms
[2021-01-22 05:48:25 main:574] : INFO : Epoch 1894 | loss: 0.0311708 | val_loss: 0.0311845 | Time: 5677.32 ms
[2021-01-22 05:48:31 main:574] : INFO : Epoch 1895 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 5656.13 ms
[2021-01-22 05:48:37 main:574] : INFO : Epoch 1896 | loss: 0.0311676 | val_loss: 0.031186 | Time: 5653.96 ms
[2021-01-22 05:48:43 main:574] : INFO : Epoch 1897 | loss: 0.0311675 | val_loss: 0.0311785 | Time: 5743.15 ms
[2021-01-22 05:48:48 main:574] : INFO : Epoch 1898 | loss: 0.031167 | val_loss: 0.0311801 | Time: 5808.08 ms
[2021-01-22 05:48:54 main:574] : INFO : Epoch 1899 | loss: 0.0311681 | val_loss: 0.031176 | Time: 5753.72 ms
[2021-01-22 05:49:00 main:574] : INFO : Epoch 1900 | loss: 0.0311662 | val_loss: 0.0311752 | Time: 5736.25 ms
[2021-01-22 05:49:06 main:574] : INFO : Epoch 1901 | loss: 0.0311686 | val_loss: 0.031182 | Time: 5750.55 ms
[2021-01-22 05:49:12 main:574] : INFO : Epoch 1902 | loss: 0.0311687 | val_loss: 0.0311786 | Time: 5707.97 ms
[2021-01-22 05:49:17 main:574] : INFO : Epoch 1903 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 5674.77 ms
[2021-01-22 05:49:23 main:574] : INFO : Epoch 1904 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 5712.28 ms
[2021-01-22 05:49:29 main:574] : INFO : Epoch 1905 | loss: 0.0311666 | val_loss: 0.0311768 | Time: 5656.9 ms
[2021-01-22 05:49:35 main:574] : INFO : Epoch 1906 | loss: 0.031169 | val_loss: 0.0311792 | Time: 5751 ms
[2021-01-22 05:49:41 main:574] : INFO : Epoch 1907 | loss: 0.0311673 | val_loss: 0.0311781 | Time: 5773.52 ms
[2021-01-22 05:49:46 main:574] : INFO : Epoch 1908 | loss: 0.0311667 | val_loss: 0.0311797 | Time: 5710.25 ms
[2021-01-22 05:49:52 main:574] : INFO : Epoch 1909 | loss: 0.031171 | val_loss: 0.0311776 | Time: 5656.08 ms
[2021-01-22 05:49:58 main:574] : INFO : Epoch 1910 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 5666.15 ms
[2021-01-22 05:50:04 main:574] : INFO : Epoch 1911 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 5692.98 ms
[2021-01-22 05:50:09 main:574] : INFO : Epoch 1912 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 5672.51 ms
[2021-01-22 05:50:15 main:574] : INFO : Epoch 1913 | loss: 0.0311675 | val_loss: 0.0311827 | Time: 5684.15 ms
[2021-01-22 05:50:21 main:574] : INFO : Epoch 1914 | loss: 0.0311677 | val_loss: 0.0311812 | Time: 5701.05 ms
[2021-01-22 05:50:27 main:574] : INFO : Epoch 1915 | loss: 0.0311683 | val_loss: 0.0311853 | Time: 5728.82 ms
[2021-01-22 05:50:33 main:574] : INFO : Epoch 1916 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 5727.48 ms
[2021-01-22 05:50:38 main:574] : INFO : Epoch 1917 | loss: 0.031169 | val_loss: 0.0311844 | Time: 5707.24 ms
[2021-01-22 05:50:44 main:574] : INFO : Epoch 1918 | loss: 0.0311672 | val_loss: 0.0311799 | Time: 5782.82 ms
[2021-01-22 05:50:50 main:574] : INFO : Epoch 1919 | loss: 0.0311654 | val_loss: 0.0311782 | Time: 5692.18 ms
[2021-01-22 05:50:56 main:574] : INFO : Epoch 1920 | loss: 0.0311665 | val_loss: 0.0311782 | Time: 5684.13 ms
[2021-01-22 05:51:01 main:574] : INFO : Epoch 1921 | loss: 0.031163 | val_loss: 0.0311809 | Time: 5667.53 ms
[2021-01-22 05:51:07 main:574] : INFO : Epoch 1922 | loss: 0.0311624 | val_loss: 0.0311784 | Time: 5743.7 ms
[2021-01-22 05:51:13 main:574] : INFO : Epoch 1923 | loss: 0.0311656 | val_loss: 0.0311849 | Time: 5657 ms
[2021-01-22 05:51:19 main:574] : INFO : Epoch 1924 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 5718.94 ms
[2021-01-22 05:51:25 main:574] : INFO : Epoch 1925 | loss: 0.0311691 | val_loss: 0.0311853 | Time: 5691.94 ms
[2021-01-22 05:51:30 main:574] : INFO : Epoch 1926 | loss: 0.0311665 | val_loss: 0.0311809 | Time: 5726.98 ms
[2021-01-22 05:51:36 main:574] : INFO : Epoch 1927 | loss: 0.0311638 | val_loss: 0.0311783 | Time: 5745.34 ms
[2021-01-22 05:51:42 main:574] : INFO : Epoch 1928 | loss: 0.0311656 | val_loss: 0.0311766 | Time: 5696.17 ms
[2021-01-22 05:51:48 main:574] : INFO : Epoch 1929 | loss: 0.031166 | val_loss: 0.0311791 | Time: 5698.86 ms
[2021-01-22 05:51:54 main:574] : INFO : Epoch 1930 | loss: 0.0311688 | val_loss: 0.0311769 | Time: 5683.38 ms
[2021-01-22 05:51:59 main:574] : INFO : Epoch 1931 | loss: 0.0311651 | val_loss: 0.0311811 | Time: 5668.44 ms
[2021-01-22 05:52:05 main:574] : INFO : Epoch 1932 | loss: 0.0311667 | val_loss: 0.0311832 | Time: 5695.86 ms
[2021-01-22 05:52:11 main:574] : INFO : Epoch 1933 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 5722.98 ms
[2021-01-22 05:52:17 main:574] : INFO : Epoch 1934 | loss: 0.0311758 | val_loss: 0.0311835 | Time: 5732.36 ms
[2021-01-22 05:52:22 main:574] : INFO : Epoch 1935 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 5662.73 ms
[2021-01-22 05:52:28 main:574] : INFO : Epoch 1936 | loss: 0.0311735 | val_loss: 0.0311853 | Time: 5705.95 ms
[2021-01-22 05:52:34 main:574] : INFO : Epoch 1937 | loss: 0.0311779 | val_loss: 0.0311839 | Time: 5706.03 ms
[2021-01-22 05:52:40 main:574] : INFO : Epoch 1938 | loss: 0.0311753 | val_loss: 0.0311807 | Time: 5658.13 ms
[2021-01-22 05:52:46 main:574] : INFO : Epoch 1939 | loss: 0.0311732 | val_loss: 0.0311823 | Time: 5714.32 ms
[2021-01-22 05:52:51 main:574] : INFO : Epoch 1940 | loss: 0.031169 | val_loss: 0.0311818 | Time: 5691.86 ms
[2021-01-22 05:52:57 main:574] : INFO : Epoch 1941 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 5650.76 ms
[2021-01-22 05:53:03 main:574] : INFO : Epoch 1942 | loss: 0.0311688 | val_loss: 0.0311787 | Time: 5658.53 ms
[2021-01-22 05:53:09 main:574] : INFO : Epoch 1943 | loss: 0.031173 | val_loss: 0.0311828 | Time: 5757.17 ms
[2021-01-22 05:53:14 main:574] : INFO : Epoch 1944 | loss: 0.0311705 | val_loss: 0.0311781 | Time: 5694.34 ms
[2021-01-22 05:53:20 main:574] : INFO : Epoch 1945 | loss: 0.0311666 | val_loss: 0.0311757 | Time: 5682.27 ms
[2021-01-22 05:53:26 main:574] : INFO : Epoch 1946 | loss: 0.0311678 | val_loss: 0.031181 | Time: 5698.48 ms
[2021-01-22 05:53:32 main:574] : INFO : Epoch 1947 | loss: 0.0311647 | val_loss: 0.031182 | Time: 5755.73 ms
[2021-01-22 05:53:38 main:574] : INFO : Epoch 1948 | loss: 0.0311638 | val_loss: 0.0311792 | Time: 5712.85 ms
[2021-01-22 05:53:43 main:574] : INFO : Epoch 1949 | loss: 0.0311681 | val_loss: 0.0311848 | Time: 5704.16 ms
[2021-01-22 05:53:49 main:574] : INFO : Epoch 1950 | loss: 0.0311774 | val_loss: 0.0312023 | Time: 5669.32 ms
[2021-01-22 05:53:55 main:574] : INFO : Epoch 1951 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 5646.25 ms
[2021-01-22 05:54:01 main:574] : INFO : Epoch 1952 | loss: 0.0311657 | val_loss: 0.0311811 | Time: 5674.25 ms
[2021-01-22 05:54:06 main:574] : INFO : Epoch 1953 | loss: 0.0311676 | val_loss: 0.0311817 | Time: 5703.93 ms
[2021-01-22 05:54:12 main:574] : INFO : Epoch 1954 | loss: 0.031163 | val_loss: 0.0311742 | Time: 5700.29 ms
[2021-01-22 05:54:18 main:574] : INFO : Epoch 1955 | loss: 0.0311633 | val_loss: 0.0311748 | Time: 5723.92 ms
[2021-01-22 05:54:24 main:574] : INFO : Epoch 1956 | loss: 0.0311704 | val_loss: 0.0311778 | Time: 5715.74 ms
[2021-01-22 05:54:29 main:574] : INFO : Epoch 1957 | loss: 0.0311707 | val_loss: 0.0311771 | Time: 5729.37 ms
[2021-01-22 05:54:35 main:574] : INFO : Epoch 1958 | loss: 0.0311703 | val_loss: 0.0311844 | Time: 5709.22 ms
[2021-01-22 05:54:41 main:574] : INFO : Epoch 1959 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 5661.02 ms
[2021-01-22 05:54:47 main:574] : INFO : Epoch 1960 | loss: 0.0311643 | val_loss: 0.0311797 | Time: 5673.05 ms
[2021-01-22 05:54:53 main:574] : INFO : Epoch 1961 | loss: 0.0311629 | val_loss: 0.0311762 | Time: 5695.12 ms
[2021-01-22 05:54:58 main:574] : INFO : Epoch 1962 | loss: 0.031164 | val_loss: 0.0311777 | Time: 5707.57 ms
[2021-01-22 05:55:04 main:574] : INFO : Epoch 1963 | loss: 0.0311608 | val_loss: 0.0311755 | Time: 5672.89 ms
[2021-01-22 05:55:10 main:574] : INFO : Epoch 1964 | loss: 0.0311602 | val_loss: 0.031175 | Time: 5686.36 ms
[2021-01-22 05:55:16 main:574] : INFO : Epoch 1965 | loss: 0.0311599 | val_loss: 0.0311747 | Time: 5696.96 ms
[2021-01-22 05:55:21 main:574] : INFO : Epoch 1966 | loss: 0.0311589 | val_loss: 0.0311744 | Time: 5729.86 ms
[2021-01-22 05:55:27 main:574] : INFO : Epoch 1967 | loss: 0.0311589 | val_loss: 0.0311753 | Time: 5674.02 ms
[2021-01-22 05:55:33 main:574] : INFO : Epoch 1968 | loss: 0.0311639 | val_loss: 0.0311743 | Time: 5710.56 ms
[2021-01-22 05:55:39 main:574] : INFO : Epoch 1969 | loss: 0.0311677 | val_loss: 0.031179 | Time: 5686.97 ms
[2021-01-22 05:55:45 main:574] : INFO : Epoch 1970 | loss: 0.0311772 | val_loss: 0.0311933 | Time: 5692.39 ms
[2021-01-22 05:55:50 main:574] : INFO : Epoch 1971 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 5709.56 ms
[2021-01-22 05:55:56 main:574] : INFO : Epoch 1972 | loss: 0.0311806 | val_loss: 0.0311811 | Time: 5713.03 ms
[2021-01-22 05:56:02 main:574] : INFO : Epoch 1973 | loss: 0.0311789 | val_loss: 0.0311839 | Time: 5691.36 ms
[2021-01-22 05:56:08 main:574] : INFO : Epoch 1974 | loss: 0.0311775 | val_loss: 0.0311795 | Time: 5721.28 ms
[2021-01-22 05:56:13 main:574] : INFO : Epoch 1975 | loss: 0.0311727 | val_loss: 0.031179 | Time: 5714.03 ms
[2021-01-22 05:56:19 main:574] : INFO : Epoch 1976 | loss: 0.031173 | val_loss: 0.0311807 | Time: 5721.05 ms
[2021-01-22 05:56:25 main:574] : INFO : Epoch 1977 | loss: 0.0311752 | val_loss: 0.0311777 | Time: 5771.59 ms
[2021-01-22 05:56:31 main:574] : INFO : Epoch 1978 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 5742.15 ms
[2021-01-22 05:56:37 main:574] : INFO : Epoch 1979 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 5693.18 ms
[2021-01-22 05:56:43 main:574] : INFO : Epoch 1980 | loss: 0.0311707 | val_loss: 0.0311749 | Time: 5654.84 ms
[2021-01-22 05:56:48 main:574] : INFO : Epoch 1981 | loss: 0.0311688 | val_loss: 0.0311742 | Time: 5652.6 ms
[2021-01-22 05:56:54 main:574] : INFO : Epoch 1982 | loss: 0.0311693 | val_loss: 0.0311746 | Time: 5664.88 ms
[2021-01-22 05:57:00 main:574] : INFO : Epoch 1983 | loss: 0.0311686 | val_loss: 0.0311819 | Time: 5676.2 ms
[2021-01-22 05:57:06 main:574] : INFO : Epoch 1984 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 5676.53 ms
[2021-01-22 05:57:11 main:574] : INFO : Epoch 1985 | loss: 0.0311828 | val_loss: 0.0312097 | Time: 5700.02 ms
[2021-01-22 05:57:17 main:574] : INFO : Epoch 1986 | loss: 0.0312113 | val_loss: 0.0312134 | Time: 5709.48 ms
[2021-01-22 05:57:23 main:574] : INFO : Epoch 1987 | loss: 0.0312076 | val_loss: 0.0312095 | Time: 5674.29 ms
[2021-01-22 05:57:29 main:574] : INFO : Epoch 1988 | loss: 0.0312033 | val_loss: 0.0312036 | Time: 5746.71 ms
[2021-01-22 05:57:34 main:574] : INFO : Epoch 1989 | loss: 0.0311986 | val_loss: 0.0312009 | Time: 5733.23 ms
[2021-01-22 05:57:40 main:574] : INFO : Epoch 1990 | loss: 0.031195 | val_loss: 0.0312027 | Time: 5654.27 ms
[2021-01-22 05:57:46 main:574] : INFO : Epoch 1991 | loss: 0.0311964 | val_loss: 0.0311991 | Time: 5680.68 ms
[2021-01-22 05:57:52 main:574] : INFO : Epoch 1992 | loss: 0.0311961 | val_loss: 0.0311983 | Time: 5751.25 ms
[2021-01-22 05:57:57 main:574] : INFO : Epoch 1993 | loss: 0.031192 | val_loss: 0.0311945 | Time: 5690.04 ms
[2021-01-22 05:58:03 main:574] : INFO : Epoch 1994 | loss: 0.0311889 | val_loss: 0.0311951 | Time: 5705.54 ms
[2021-01-22 05:58:09 main:574] : INFO : Epoch 1995 | loss: 0.031189 | val_loss: 0.0311913 | Time: 5699.75 ms
[2021-01-22 05:58:15 main:574] : INFO : Epoch 1996 | loss: 0.0311909 | val_loss: 0.0311933 | Time: 5731.43 ms
[2021-01-22 05:58:21 main:574] : INFO : Epoch 1997 | loss: 0.0311877 | val_loss: 0.0311904 | Time: 5654.52 ms
[2021-01-22 05:58:27 main:574] : INFO : Epoch 1998 | loss: 0.031184 | val_loss: 0.03119 | Time: 5743.99 ms
[2021-01-22 05:58:32 main:574] : INFO : Epoch 1999 | loss: 0.0311839 | val_loss: 0.0311915 | Time: 5690.33 ms
[2021-01-22 05:58:38 main:574] : INFO : Epoch 2000 | loss: 0.0311818 | val_loss: 0.0311883 | Time: 5771.65 ms
[2021-01-22 05:58:44 main:574] : INFO : Epoch 2001 | loss: 0.0311813 | val_loss: 0.0311873 | Time: 5672.32 ms
[2021-01-22 05:58:50 main:574] : INFO : Epoch 2002 | loss: 0.0311802 | val_loss: 0.0311861 | Time: 5677.2 ms
[2021-01-22 05:58:55 main:574] : INFO : Epoch 2003 | loss: 0.0311806 | val_loss: 0.0311895 | Time: 5717.04 ms
[2021-01-22 05:59:01 main:574] : INFO : Epoch 2004 | loss: 0.0311785 | val_loss: 0.0311851 | Time: 5719.08 ms
[2021-01-22 05:59:07 main:574] : INFO : Epoch 2005 | loss: 0.0311773 | val_loss: 0.0311854 | Time: 5661.31 ms
[2021-01-22 05:59:13 main:574] : INFO : Epoch 2006 | loss: 0.0311793 | val_loss: 0.0312003 | Time: 5775.86 ms
[2021-01-22 05:59:19 main:574] : INFO : Epoch 2007 | loss: 0.0311818 | val_loss: 0.0311891 | Time: 5728.39 ms
[2021-01-22 05:59:24 main:574] : INFO : Epoch 2008 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 5702.31 ms
[2021-01-22 05:59:30 main:574] : INFO : Epoch 2009 | loss: 0.0311761 | val_loss: 0.0311866 | Time: 5666.75 ms
[2021-01-22 05:59:36 main:574] : INFO : Epoch 2010 | loss: 0.0311752 | val_loss: 0.0311839 | Time: 5728.39 ms
[2021-01-22 05:59:42 main:574] : INFO : Epoch 2011 | loss: 0.0311749 | val_loss: 0.0311982 | Time: 5739.01 ms
[2021-01-22 05:59:47 main:574] : INFO : Epoch 2012 | loss: 0.0311794 | val_loss: 0.0311831 | Time: 5660.14 ms
[2021-01-22 05:59:53 main:574] : INFO : Epoch 2013 | loss: 0.0311778 | val_loss: 0.0311839 | Time: 5704.35 ms
[2021-01-22 05:59:59 main:574] : INFO : Epoch 2014 | loss: 0.0311771 | val_loss: 0.0311913 | Time: 5714.5 ms
[2021-01-22 06:00:05 main:574] : INFO : Epoch 2015 | loss: 0.0311793 | val_loss: 0.0311927 | Time: 5723.97 ms
[2021-01-22 06:00:11 main:574] : INFO : Epoch 2016 | loss: 0.0311793 | val_loss: 0.0311861 | Time: 5742.05 ms
[2021-01-22 06:00:16 main:574] : INFO : Epoch 2017 | loss: 0.0311786 | val_loss: 0.0311886 | Time: 5687.83 ms
[2021-01-22 06:00:22 main:574] : INFO : Epoch 2018 | loss: 0.0311795 | val_loss: 0.0311896 | Time: 5684.07 ms
[2021-01-22 06:00:28 main:574] : INFO : Epoch 2019 | loss: 0.0311762 | val_loss: 0.0311891 | Time: 5766.01 ms
[2021-01-22 06:00:34 main:574] : INFO : Epoch 2020 | loss: 0.0311752 | val_loss: 0.0311845 | Time: 5706.82 ms
[2021-01-22 06:00:40 main:574] : INFO : Epoch 2021 | loss: 0.0311731 | val_loss: 0.0311829 | Time: 5656.54 ms
[2021-01-22 06:00:45 main:574] : INFO : Epoch 2022 | loss: 0.0311744 | val_loss: 0.0311836 | Time: 5768.92 ms
[2021-01-22 06:00:51 main:574] : INFO : Epoch 2023 | loss: 0.031172 | val_loss: 0.0311815 | Time: 5674.45 ms
[2021-01-22 06:00:57 main:574] : INFO : Epoch 2024 | loss: 0.0311712 | val_loss: 0.0311867 | Time: 5755.1 ms
[2021-01-22 06:01:03 main:574] : INFO : Epoch 2025 | loss: 0.0311727 | val_loss: 0.0311831 | Time: 5658.86 ms
[2021-01-22 06:01:09 main:574] : INFO : Epoch 2026 | loss: 0.031172 | val_loss: 0.0311828 | Time: 5705.76 ms
[2021-01-22 06:01:14 main:574] : INFO : Epoch 2027 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 5696.64 ms
[2021-01-22 06:01:20 main:574] : INFO : Epoch 2028 | loss: 0.0311694 | val_loss: 0.0311818 | Time: 5711.82 ms
[2021-01-22 06:01:26 main:574] : INFO : Epoch 2029 | loss: 0.0311726 | val_loss: 0.0311836 | Time: 5818.18 ms
[2021-01-22 06:01:32 main:574] : INFO : Epoch 2030 | loss: 0.0311733 | val_loss: 0.0311847 | Time: 5724.67 ms
[2021-01-22 06:01:38 main:574] : INFO : Epoch 2031 | loss: 0.031171 | val_loss: 0.0311866 | Time: 5859.41 ms
[2021-01-22 06:01:44 main:574] : INFO : Epoch 2032 | loss: 0.0311708 | val_loss: 0.0311828 | Time: 5748.38 ms
[2021-01-22 06:01:49 main:574] : INFO : Epoch 2033 | loss: 0.0311741 | val_loss: 0.0311821 | Time: 5679.79 ms
[2021-01-22 06:01:55 main:574] : INFO : Epoch 2034 | loss: 0.031173 | val_loss: 0.0311804 | Time: 5684.69 ms
[2021-01-22 06:02:01 main:574] : INFO : Epoch 2035 | loss: 0.0311692 | val_loss: 0.0311823 | Time: 5690.72 ms
[2021-01-22 06:02:07 main:574] : INFO : Epoch 2036 | loss: 0.0311682 | val_loss: 0.0311808 | Time: 5734.58 ms
[2021-01-22 06:02:12 main:574] : INFO : Epoch 2037 | loss: 0.0311697 | val_loss: 0.031181 | Time: 5659.13 ms
[2021-01-22 06:02:18 main:574] : INFO : Epoch 2038 | loss: 0.0311739 | val_loss: 0.0311918 | Time: 5733.92 ms
[2021-01-22 06:02:24 main:574] : INFO : Epoch 2039 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 5677.86 ms
[2021-01-22 06:02:30 main:574] : INFO : Epoch 2040 | loss: 0.0311705 | val_loss: 0.0311851 | Time: 5666.88 ms
[2021-01-22 06:02:35 main:574] : INFO : Epoch 2041 | loss: 0.0311711 | val_loss: 0.0311874 | Time: 5657.79 ms
[2021-01-22 06:02:41 main:574] : INFO : Epoch 2042 | loss: 0.0311767 | val_loss: 0.0311935 | Time: 5664.27 ms
[2021-01-22 06:02:47 main:574] : INFO : Epoch 2043 | loss: 0.0311751 | val_loss: 0.0311914 | Time: 5699.2 ms
[2021-01-22 06:02:53 main:574] : INFO : Epoch 2044 | loss: 0.031172 | val_loss: 0.0311857 | Time: 5763.34 ms
[2021-01-22 06:02:59 main:574] : INFO : Epoch 2045 | loss: 0.0311733 | val_loss: 0.031185 | Time: 5730.8 ms
[2021-01-22 06:03:04 main:574] : INFO : Epoch 2046 | loss: 0.0311677 | val_loss: 0.0311864 | Time: 5750.48 ms
[2021-01-22 06:03:10 main:574] : INFO : Epoch 2047 | loss: 0.0311725 | val_loss: 0.0311886 | Time: 5652.16 ms
[2021-01-22 06:03:16 main:574] : INFO : Epoch 2048 | loss: 0.0311811 | val_loss: 0.0311844 | Time: 5668.99 ms
[2021-01-22 06:03:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311844
[2021-01-22 06:03:16 main:603] : INFO : Saving end state to config to file
[2021-01-22 06:03:16 main:608] : INFO : Success, exiting..
06:03:16 (8944): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)