Task 13947888
| Name | ParityModified-1647041614-16372-1-0_1 |
| Workunit | 10557718 |
| Created | 28 Mar 2022, 16:15:51 UTC |
| Sent | 28 Mar 2022, 16:31:16 UTC |
| Report deadline | 5 Apr 2022, 16:31:16 UTC |
| Received | 30 Mar 2022, 10:05:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 14 min 5 sec |
| CPU time | 3 hours 13 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309994 | val_loss: 0.0312812 | Time: 6122.04 ms
[2022-03-30 01:42:34 main:574] : INFO : Epoch 1543 | loss: 0.0309972 | val_loss: 0.0312888 | Time: 5539.89 ms
[2022-03-30 01:42:40 main:574] : INFO : Epoch 1544 | loss: 0.0309892 | val_loss: 0.031332 | Time: 5567.88 ms
[2022-03-30 01:42:45 main:574] : INFO : Epoch 1545 | loss: 0.0309885 | val_loss: 0.0312804 | Time: 5409.76 ms
[2022-03-30 01:42:51 main:574] : INFO : Epoch 1546 | loss: 0.031 | val_loss: 0.0312692 | Time: 5292.79 ms
[2022-03-30 01:42:57 main:574] : INFO : Epoch 1547 | loss: 0.0310046 | val_loss: 0.0312886 | Time: 6130.2 ms
[2022-03-30 01:43:03 main:574] : INFO : Epoch 1548 | loss: 0.0309951 | val_loss: 0.0312949 | Time: 5741.79 ms
[2022-03-30 01:43:08 main:574] : INFO : Epoch 1549 | loss: 0.0309967 | val_loss: 0.0312826 | Time: 5738.62 ms
[2022-03-30 01:43:14 main:574] : INFO : Epoch 1550 | loss: 0.0309974 | val_loss: 0.0312895 | Time: 5643.56 ms
[2022-03-30 01:43:20 main:574] : INFO : Epoch 1551 | loss: 0.0309969 | val_loss: 0.0313175 | Time: 5655.71 ms
[2022-03-30 01:43:25 main:574] : INFO : Epoch 1552 | loss: 0.0309979 | val_loss: 0.0312694 | Time: 5350.73 ms
[2022-03-30 01:43:30 main:574] : INFO : Epoch 1553 | loss: 0.0309997 | val_loss: 0.0313034 | Time: 5438.9 ms
[2022-03-30 01:43:36 main:574] : INFO : Epoch 1554 | loss: 0.0309898 | val_loss: 0.0312808 | Time: 5447.55 ms
[2022-03-30 01:43:41 main:574] : INFO : Epoch 1555 | loss: 0.03099 | val_loss: 0.0312987 | Time: 5423.9 ms
[2022-03-30 01:43:47 main:574] : INFO : Epoch 1556 | loss: 0.0309852 | val_loss: 0.0313099 | Time: 5499.65 ms
[2022-03-30 01:43:52 main:574] : INFO : Epoch 1557 | loss: 0.0309876 | val_loss: 0.0312977 | Time: 5426.34 ms
[2022-03-30 01:43:58 main:574] : INFO : Epoch 1558 | loss: 0.0310007 | val_loss: 0.0312828 | Time: 5401.27 ms
[2022-03-30 01:44:03 main:574] : INFO : Epoch 1559 | loss: 0.0310079 | val_loss: 0.0312711 | Time: 5406.5 ms
[2022-03-30 01:44:09 main:574] : INFO : Epoch 1560 | loss: 0.0309946 | val_loss: 0.0312942 | Time: 5439.41 ms
[2022-03-30 01:44:14 main:574] : INFO : Epoch 1561 | loss: 0.0309875 | val_loss: 0.0312864 | Time: 5457.72 ms
[2022-03-30 01:44:19 main:574] : INFO : Epoch 1562 | loss: 0.030983 | val_loss: 0.0312878 | Time: 5457.1 ms
[2022-03-30 01:44:25 main:574] : INFO : Epoch 1563 | loss: 0.0309799 | val_loss: 0.0312838 | Time: 5396.37 ms
[2022-03-30 01:44:30 main:574] : INFO : Epoch 1564 | loss: 0.030992 | val_loss: 0.0312927 | Time: 5380.27 ms
[2022-03-30 01:44:36 main:574] : INFO : Epoch 1565 | loss: 0.0309981 | val_loss: 0.0313044 | Time: 5385.73 ms
[2022-03-30 01:44:41 main:574] : INFO : Epoch 1566 | loss: 0.0309929 | val_loss: 0.0312943 | Time: 5409.72 ms
[2022-03-30 01:44:47 main:574] : INFO : Epoch 1567 | loss: 0.0310064 | val_loss: 0.0312812 | Time: 5454.25 ms
[2022-03-30 01:44:52 main:574] : INFO : Epoch 1568 | loss: 0.0310129 | val_loss: 0.031286 | Time: 5442.47 ms
[2022-03-30 01:44:58 main:574] : INFO : Epoch 1569 | loss: 0.0310026 | val_loss: 0.0312861 | Time: 6087.67 ms
[2022-03-30 01:45:04 main:574] : INFO : Epoch 1570 | loss: 0.0309862 | val_loss: 0.0313087 | Time: 5483.59 ms
[2022-03-30 01:45:09 main:574] : INFO : Epoch 1571 | loss: 0.0309978 | val_loss: 0.031293 | Time: 5358.81 ms
[2022-03-30 01:45:14 main:574] : INFO : Epoch 1572 | loss: 0.0309952 | val_loss: 0.0313022 | Time: 5415.55 ms
[2022-03-30 01:45:20 main:574] : INFO : Epoch 1573 | loss: 0.0310102 | val_loss: 0.0312823 | Time: 5385.66 ms
[2022-03-30 01:45:25 main:574] : INFO : Epoch 1574 | loss: 0.0310117 | val_loss: 0.0312712 | Time: 5390.06 ms
[2022-03-30 01:45:31 main:574] : INFO : Epoch 1575 | loss: 0.0309989 | val_loss: 0.0312934 | Time: 5687.1 ms
[2022-03-30 01:45:37 main:574] : INFO : Epoch 1576 | loss: 0.0309981 | val_loss: 0.0313172 | Time: 6154.5 ms
[2022-03-30 01:45:43 main:574] : INFO : Epoch 1577 | loss: 0.0309837 | val_loss: 0.0312897 | Time: 5854.3 ms
[2022-03-30 01:45:48 main:574] : INFO : Epoch 1578 | loss: 0.0309792 | val_loss: 0.0313058 | Time: 5407.75 ms
[2022-03-30 01:45:54 main:574] : INFO : Epoch 1579 | loss: 0.0309801 | val_loss: 0.0312999 | Time: 5450.52 ms
[2022-03-30 01:45:59 main:574] : INFO : Epoch 1580 | loss: 0.0309989 | val_loss: 0.0312509 | Time: 5450.34 ms
[2022-03-30 01:46:05 main:574] : INFO : Epoch 1581 | loss: 0.0310466 | val_loss: 0.03125 | Time: 5555.63 ms
[2022-03-30 01:46:10 main:574] : INFO : Epoch 1582 | loss: 0.0310287 | val_loss: 0.0313258 | Time: 5559.13 ms
[2022-03-30 01:46:16 main:574] : INFO : Epoch 1583 | loss: 0.0310034 | val_loss: 0.0312918 | Time: 5425.98 ms
[2022-03-30 01:46:21 main:574] : INFO : Epoch 1584 | loss: 0.0309897 | val_loss: 0.0313027 | Time: 5581.9 ms
[2022-03-30 01:46:27 main:574] : INFO : Epoch 1585 | loss: 0.0309956 | val_loss: 0.0312828 | Time: 5617.4 ms
[2022-03-30 01:46:32 main:574] : INFO : Epoch 1586 | loss: 0.0309932 | val_loss: 0.0313087 | Time: 5534.48 ms
[2022-03-30 01:46:38 main:574] : INFO : Epoch 1587 | loss: 0.0309875 | val_loss: 0.0312837 | Time: 5869.39 ms
[2022-03-30 01:46:44 main:574] : INFO : Epoch 1588 | loss: 0.0309841 | val_loss: 0.0313116 | Time: 5950.76 ms
[2022-03-30 01:46:50 main:574] : INFO : Epoch 1589 | loss: 0.030992 | val_loss: 0.0313283 | Time: 5735 ms
[2022-03-30 01:46:56 main:574] : INFO : Epoch 1590 | loss: 0.0309998 | val_loss: 0.031284 | Time: 5834.75 ms
[2022-03-30 01:47:02 main:574] : INFO : Epoch 1591 | loss: 0.0309953 | val_loss: 0.031278 | Time: 5612.95 ms
[2022-03-30 01:47:07 main:574] : INFO : Epoch 1592 | loss: 0.0310269 | val_loss: 0.0313003 | Time: 5399.57 ms
[2022-03-30 01:47:12 main:574] : INFO : Epoch 1593 | loss: 0.0310125 | val_loss: 0.0312632 | Time: 5438.9 ms
[2022-03-30 01:47:18 main:574] : INFO : Epoch 1594 | loss: 0.0310204 | val_loss: 0.0312683 | Time: 5416.75 ms
[2022-03-30 01:47:23 main:574] : INFO : Epoch 1595 | loss: 0.030997 | val_loss: 0.0313068 | Time: 5460.31 ms
[2022-03-30 01:47:29 main:574] : INFO : Epoch 1596 | loss: 0.0309873 | val_loss: 0.0313001 | Time: 5383.28 ms
[2022-03-30 01:47:34 main:574] : INFO : Epoch 1597 | loss: 0.0309802 | val_loss: 0.0313217 | Time: 5435.24 ms
[2022-03-30 01:47:40 main:574] : INFO : Epoch 1598 | loss: 0.0309893 | val_loss: 0.0312796 | Time: 5531.4 ms
[2022-03-30 01:47:45 main:574] : INFO : Epoch 1599 | loss: 0.0309873 | val_loss: 0.0312738 | Time: 5718.15 ms
[2022-03-30 01:47:51 main:574] : INFO : Epoch 1600 | loss: 0.0309899 | val_loss: 0.0312953 | Time: 5448.34 ms
[2022-03-30 01:47:56 main:574] : INFO : Epoch 1601 | loss: 0.0309883 | val_loss: 0.0312896 | Time: 5418.12 ms
[2022-03-30 01:48:02 main:574] : INFO : Epoch 1602 | loss: 0.0309913 | val_loss: 0.0313126 | Time: 5430.86 ms
[2022-03-30 01:48:07 main:574] : INFO : Epoch 1603 | loss: 0.0309886 | val_loss: 0.0313186 | Time: 5453.89 ms
[2022-03-30 01:48:13 main:574] : INFO : Epoch 1604 | loss: 0.0309882 | val_loss: 0.0313137 | Time: 5521.51 ms
[2022-03-30 01:48:18 main:574] : INFO : Epoch 1605 | loss: 0.0309858 | val_loss: 0.0313126 | Time: 5451.52 ms
[2022-03-30 01:48:24 main:574] : INFO : Epoch 1606 | loss: 0.0309833 | val_loss: 0.0312925 | Time: 5486.12 ms
[2022-03-30 01:48:29 main:574] : INFO : Epoch 1607 | loss: 0.0309944 | val_loss: 0.0313085 | Time: 5372.65 ms
[2022-03-30 01:48:34 main:574] : INFO : Epoch 1608 | loss: 0.0309891 | val_loss: 0.0313382 | Time: 5383.32 ms
[2022-03-30 01:48:40 main:574] : INFO : Epoch 1609 | loss: 0.0309907 | val_loss: 0.0312952 | Time: 5610.53 ms
[2022-03-30 01:48:46 main:574] : INFO : Epoch 1610 | loss: 0.0309886 | val_loss: 0.0313003 | Time: 5724.04 ms
[2022-03-30 01:48:51 main:574] : INFO : Epoch 1611 | loss: 0.0309942 | val_loss: 0.0313258 | Time: 5458.28 ms
[2022-03-30 01:48:57 main:574] : INFO : Epoch 1612 | loss: 0.0309933 | val_loss: 0.0313201 | Time: 5424.05 ms
[2022-03-30 01:49:02 main:574] : INFO : Epoch 1613 | loss: 0.0309943 | val_loss: 0.0312976 | Time: 5444.19 ms
[2022-03-30 01:49:08 main:574] : INFO : Epoch 1614 | loss: 0.0310008 | val_loss: 0.0312806 | Time: 5402.4 ms
[2022-03-30 01:49:13 main:574] : INFO : Epoch 1615 | loss: 0.0309967 | val_loss: 0.0312905 | Time: 5503.65 ms
[2022-03-30 01:49:18 main:574] : INFO : Epoch 1616 | loss: 0.0309906 | val_loss: 0.031303 | Time: 5460.11 ms
[2022-03-30 01:49:24 main:574] : INFO : Epoch 1617 | loss: 0.0309972 | val_loss: 0.0312874 | Time: 5905.81 ms
[2022-03-30 01:49:31 main:574] : INFO : Epoch 1618 | loss: 0.0309926 | val_loss: 0.0312713 | Time: 6392.29 ms
[2022-03-30 01:49:36 main:574] : INFO : Epoch 1619 | loss: 0.0309952 | val_loss: 0.0312641 | Time: 5671.38 ms
[2022-03-30 01:49:42 main:574] : INFO : Epoch 1620 | loss: 0.0310041 | val_loss: 0.0312869 | Time: 5478.48 ms
[2022-03-30 01:49:47 main:574] : INFO : Epoch 1621 | loss: 0.0309923 | val_loss: 0.0313091 | Time: 5427.51 ms
[2022-03-30 01:49:53 main:574] : INFO : Epoch 1622 | loss: 0.0309832 | val_loss: 0.0312983 | Time: 5477.66 ms
[2022-03-30 01:49:58 main:574] : INFO : Epoch 1623 | loss: 0.0309882 | val_loss: 0.0313115 | Time: 5442.39 ms
[2022-03-30 01:50:04 main:574] : INFO : Epoch 1624 | loss: 0.0309928 | val_loss: 0.0312944 | Time: 5461.54 ms
[2022-03-30 01:50:09 main:574] : INFO : Epoch 1625 | loss: 0.0310091 | val_loss: 0.0313054 | Time: 5391.03 ms
[2022-03-30 01:50:15 main:574] : INFO : Epoch 1626 | loss: 0.031003 | val_loss: 0.0313042 | Time: 5536.76 ms
[2022-03-30 01:50:20 main:574] : INFO : Epoch 1627 | loss: 0.0310228 | val_loss: 0.0313168 | Time: 5462.98 ms
[2022-03-30 01:50:26 main:574] : INFO : Epoch 1628 | loss: 0.0310095 | val_loss: 0.0313141 | Time: 5416.4 ms
[2022-03-30 01:50:31 main:574] : INFO : Epoch 1629 | loss: 0.0310042 | val_loss: 0.0313161 | Time: 5439.98 ms
[2022-03-30 01:50:36 main:574] : INFO : Epoch 1630 | loss: 0.0310018 | val_loss: 0.0312965 | Time: 5284.08 ms
[2022-03-30 01:50:42 main:574] : INFO : Epoch 1631 | loss: 0.0309906 | val_loss: 0.0312668 | Time: 5638.1 ms
[2022-03-30 01:50:48 main:574] : INFO : Epoch 1632 | loss: 0.0309969 | val_loss: 0.0312779 | Time: 6252.18 ms
[2022-03-30 01:50:54 main:574] : INFO : Epoch 1633 | loss: 0.0310006 | val_loss: 0.0312892 | Time: 5722.42 ms
[2022-03-30 01:51:00 main:574] : INFO : Epoch 1634 | loss: 0.0310031 | val_loss: 0.0312811 | Time: 5858.17 ms
[2022-03-30 01:51:05 main:574] : INFO : Epoch 1635 | loss: 0.0309893 | val_loss: 0.0313064 | Time: 5574.62 ms
[2022-03-30 01:51:11 main:574] : INFO : Epoch 1636 | loss: 0.0309906 | val_loss: 0.031279 | Time: 5583.81 ms
[2022-03-30 01:51:16 main:574] : INFO : Epoch 1637 | loss: 0.0309978 | val_loss: 0.0312713 | Time: 5454.46 ms
[2022-03-30 01:51:22 main:574] : INFO : Epoch 1638 | loss: 0.0310038 | val_loss: 0.0312945 | Time: 5502.13 ms
[2022-03-30 01:51:28 main:574] : INFO : Epoch 1639 | loss: 0.0309958 | val_loss: 0.0312936 | Time: 6218.81 ms
[2022-03-30 01:51:34 main:574] : INFO : Epoch 1640 | loss: 0.0309998 | val_loss: 0.0313184 | Time: 5434.67 ms
[2022-03-30 01:51:39 main:574] : INFO : Epoch 1641 | loss: 0.0309894 | val_loss: 0.0313028 | Time: 5562.95 ms
[2022-03-30 01:51:45 main:574] : INFO : Epoch 1642 | loss: 0.030982 | val_loss: 0.0312926 | Time: 5470.9 ms
[2022-03-30 01:51:50 main:574] : INFO : Epoch 1643 | loss: 0.0310082 | val_loss: 0.0312372 | Time: 5498.65 ms
[2022-03-30 01:51:56 main:574] : INFO : Epoch 1644 | loss: 0.0310036 | val_loss: 0.0312668 | Time: 5420.07 ms
[2022-03-30 01:52:01 main:574] : INFO : Epoch 1645 | loss: 0.0309933 | val_loss: 0.0312837 | Time: 5377.96 ms
[2022-03-30 01:52:06 main:574] : INFO : Epoch 1646 | loss: 0.0310079 | val_loss: 0.0312986 | Time: 5434.88 ms
[2022-03-30 01:52:12 main:574] : INFO : Epoch 1647 | loss: 0.030997 | val_loss: 0.0313134 | Time: 5451.87 ms
[2022-03-30 01:52:17 main:574] : INFO : Epoch 1648 | loss: 0.0309988 | val_loss: 0.0312757 | Time: 5413.52 ms
[2022-03-30 01:52:23 main:574] : INFO : Epoch 1649 | loss: 0.0310008 | val_loss: 0.0312887 | Time: 5413.15 ms
[2022-03-30 01:52:29 main:574] : INFO : Epoch 1650 | loss: 0.0310029 | val_loss: 0.0312955 | Time: 5756.18 ms
[2022-03-30 01:52:34 main:574] : INFO : Epoch 1651 | loss: 0.0309933 | val_loss: 0.0313213 | Time: 5530.44 ms
[2022-03-30 01:52:39 main:574] : INFO : Epoch 1652 | loss: 0.0309889 | val_loss: 0.0313114 | Time: 5433.72 ms
[2022-03-30 01:52:45 main:574] : INFO : Epoch 1653 | loss: 0.0309817 | val_loss: 0.0313324 | Time: 5389.82 ms
[2022-03-30 01:52:50 main:574] : INFO : Epoch 1654 | loss: 0.0309935 | val_loss: 0.0313024 | Time: 5368.76 ms
[2022-03-30 01:52:56 main:574] : INFO : Epoch 1655 | loss: 0.0309988 | val_loss: 0.0313016 | Time: 5460.84 ms
[2022-03-30 01:53:01 main:574] : INFO : Epoch 1656 | loss: 0.0309949 | val_loss: 0.0312643 | Time: 5461.48 ms
[2022-03-30 01:53:07 main:574] : INFO : Epoch 1657 | loss: 0.0310076 | val_loss: 0.0312795 | Time: 5479.27 ms
[2022-03-30 01:53:12 main:574] : INFO : Epoch 1658 | loss: 0.0309945 | val_loss: 0.031293 | Time: 5466.93 ms
[2022-03-30 01:53:18 main:574] : INFO : Epoch 1659 | loss: 0.0309857 | val_loss: 0.0313113 | Time: 5418.57 ms
[2022-03-30 01:53:23 main:574] : INFO : Epoch 1660 | loss: 0.0309823 | val_loss: 0.0313133 | Time: 5444.49 ms
[2022-03-30 01:53:29 main:574] : INFO : Epoch 1661 | loss: 0.0309893 | val_loss: 0.0312984 | Time: 6271.61 ms
[2022-03-30 01:53:35 main:574] : INFO : Epoch 1662 | loss: 0.030988 | val_loss: 0.0312708 | Time: 5662.52 ms
[2022-03-30 01:53:40 main:574] : INFO : Epoch 1663 | loss: 0.0310071 | val_loss: 0.031257 | Time: 5422.43 ms
[2022-03-30 01:53:46 main:574] : INFO : Epoch 1664 | loss: 0.0310103 | val_loss: 0.0312901 | Time: 5427.65 ms
[2022-03-30 01:53:51 main:574] : INFO : Epoch 1665 | loss: 0.030995 | val_loss: 0.0312964 | Time: 5505.09 ms
[2022-03-30 01:53:57 main:574] : INFO : Epoch 1666 | loss: 0.0309908 | val_loss: 0.0312999 | Time: 5429.12 ms
[2022-03-30 01:54:02 main:574] : INFO : Epoch 1667 | loss: 0.0309954 | val_loss: 0.0313088 | Time: 5390.62 ms
[2022-03-30 01:54:08 main:574] : INFO : Epoch 1668 | loss: 0.0309907 | val_loss: 0.0312849 | Time: 5518.11 ms
[2022-03-30 01:54:14 main:574] : INFO : Epoch 1669 | loss: 0.0309935 | val_loss: 0.03129 | Time: 6165.81 ms
[2022-03-30 01:54:19 main:574] : INFO : Epoch 1670 | loss: 0.0309866 | val_loss: 0.0313007 | Time: 5599.5 ms
[2022-03-30 01:54:25 main:574] : INFO : Epoch 1671 | loss: 0.0309922 | val_loss: 0.0312677 | Time: 6026.55 ms
[2022-03-30 01:54:31 main:574] : INFO : Epoch 1672 | loss: 0.031008 | val_loss: 0.0312587 | Time: 5945.36 ms
[2022-03-30 01:54:37 main:574] : INFO : Epoch 1673 | loss: 0.0309965 | val_loss: 0.0312707 | Time: 5685.58 ms
[2022-03-30 01:54:43 main:574] : INFO : Epoch 1674 | loss: 0.0309956 | val_loss: 0.031293 | Time: 5439.44 ms
[2022-03-30 01:54:48 main:574] : INFO : Epoch 1675 | loss: 0.0309854 | val_loss: 0.0313077 | Time: 5484.84 ms
[2022-03-30 01:54:54 main:574] : INFO : Epoch 1676 | loss: 0.0309842 | val_loss: 0.0313356 | Time: 5600.32 ms
[2022-03-30 01:54:59 main:574] : INFO : Epoch 1677 | loss: 0.031141 | val_loss: 0.0311935 | Time: 5422.32 ms
[2022-03-30 01:55:05 main:574] : INFO : Epoch 1678 | loss: 0.0311501 | val_loss: 0.0311899 | Time: 5813.29 ms
[2022-03-30 01:55:11 main:574] : INFO : Epoch 1679 | loss: 0.0311403 | val_loss: 0.0311861 | Time: 5599.92 ms
[2022-03-30 01:55:16 main:574] : INFO : Epoch 1680 | loss: 0.0311308 | val_loss: 0.0311855 | Time: 5583.44 ms
[2022-03-30 01:55:22 main:574] : INFO : Epoch 1681 | loss: 0.0311219 | val_loss: 0.0311876 | Time: 5386.79 ms
[2022-03-30 01:55:27 main:574] : INFO : Epoch 1682 | loss: 0.0311154 | val_loss: 0.031196 | Time: 5687.84 ms
[2022-03-30 01:55:33 main:574] : INFO : Epoch 1683 | loss: 0.0311127 | val_loss: 0.0311931 | Time: 5717.05 ms
[2022-03-30 01:55:38 main:574] : INFO : Epoch 1684 | loss: 0.0311041 | val_loss: 0.0312066 | Time: 5490.21 ms
[2022-03-30 01:55:44 main:574] : INFO : Epoch 1685 | loss: 0.0310977 | val_loss: 0.0312077 | Time: 5627.67 ms
[2022-03-30 01:55:50 main:574] : INFO : Epoch 1686 | loss: 0.0310892 | val_loss: 0.0312253 | Time: 5464.25 ms
[2022-03-30 01:55:55 main:574] : INFO : Epoch 1687 | loss: 0.0310851 | val_loss: 0.0312369 | Time: 5457.67 ms
[2022-03-30 01:56:00 main:574] : INFO : Epoch 1688 | loss: 0.0310741 | val_loss: 0.0312367 | Time: 5426.08 ms
[2022-03-30 01:56:06 main:574] : INFO : Epoch 1689 | loss: 0.0310627 | val_loss: 0.031225 | Time: 5396.89 ms
[2022-03-30 01:56:11 main:574] : INFO : Epoch 1690 | loss: 0.0310489 | val_loss: 0.0312689 | Time: 5437.25 ms
[2022-03-30 01:56:17 main:574] : INFO : Epoch 1691 | loss: 0.0310373 | val_loss: 0.0312527 | Time: 5413.74 ms
[2022-03-30 01:56:22 main:574] : INFO : Epoch 1692 | loss: 0.0310229 | val_loss: 0.0312679 | Time: 5402.1 ms
[2022-03-30 01:56:28 main:574] : INFO : Epoch 1693 | loss: 0.0310217 | val_loss: 0.0312752 | Time: 6018.43 ms
[2022-03-30 01:56:34 main:574] : INFO : Epoch 1694 | loss: 0.031021 | val_loss: 0.031283 | Time: 5664.29 ms
[2022-03-30 01:56:39 main:574] : INFO : Epoch 1695 | loss: 0.0310191 | val_loss: 0.0312705 | Time: 5490.87 ms
[2022-03-30 01:56:45 main:574] : INFO : Epoch 1696 | loss: 0.0310115 | val_loss: 0.0312567 | Time: 5416.55 ms
[2022-03-30 01:56:50 main:574] : INFO : Epoch 1697 | loss: 0.0310084 | val_loss: 0.0313071 | Time: 5452.36 ms
[2022-03-30 01:56:56 main:574] : INFO : Epoch 1698 | loss: 0.0310101 | val_loss: 0.0312418 | Time: 5416.35 ms
[2022-03-30 01:57:01 main:574] : INFO : Epoch 1699 | loss: 0.0310253 | val_loss: 0.031254 | Time: 5397.46 ms
[2022-03-30 01:57:07 main:574] : INFO : Epoch 1700 | loss: 0.031021 | val_loss: 0.0312603 | Time: 5495.58 ms
[2022-03-30 01:57:12 main:574] : INFO : Epoch 1701 | loss: 0.0309988 | val_loss: 0.03127 | Time: 5846.13 ms
[2022-03-30 01:57:18 main:574] : INFO : Epoch 1702 | loss: 0.0310006 | val_loss: 0.0312792 | Time: 5841.04 ms
[2022-03-30 01:57:24 main:574] : INFO : Epoch 1703 | loss: 0.0310026 | val_loss: 0.0312906 | Time: 6074.59 ms
[2022-03-30 01:57:30 main:574] : INFO : Epoch 1704 | loss: 0.030993 | val_loss: 0.0313033 | Time: 5641.15 ms
[2022-03-30 01:57:36 main:574] : INFO : Epoch 1705 | loss: 0.0310002 | val_loss: 0.0312689 | Time: 5814.59 ms
[2022-03-30 01:57:42 main:574] : INFO : Epoch 1706 | loss: 0.031004 | val_loss: 0.0312943 | Time: 5832.3 ms
[2022-03-30 01:57:47 main:574] : INFO : Epoch 1707 | loss: 0.0310003 | val_loss: 0.0313113 | Time: 5690.28 ms
[2022-03-30 01:57:54 main:574] : INFO : Epoch 1708 | loss: 0.0310001 | val_loss: 0.0312729 | Time: 6229.41 ms
[2022-03-30 01:57:59 main:574] : INFO : Epoch 1709 | loss: 0.0309988 | val_loss: 0.0312772 | Time: 5441.07 ms
[2022-03-30 01:58:04 main:574] : INFO : Epoch 1710 | loss: 0.0309944 | val_loss: 0.0312824 | Time: 5416.91 ms
[2022-03-30 01:58:10 main:574] : INFO : Epoch 1711 | loss: 0.03099 | val_loss: 0.0312936 | Time: 5488.95 ms
[2022-03-30 01:58:15 main:574] : INFO : Epoch 1712 | loss: 0.0309865 | val_loss: 0.0313082 | Time: 5423.94 ms
[2022-03-30 01:58:21 main:574] : INFO : Epoch 1713 | loss: 0.0309967 | val_loss: 0.0313149 | Time: 5921.51 ms
[2022-03-30 01:58:27 main:574] : INFO : Epoch 1714 | loss: 0.0309962 | val_loss: 0.0312992 | Time: 6026.02 ms
[2022-03-30 01:58:33 main:574] : INFO : Epoch 1715 | loss: 0.0309983 | val_loss: 0.0312864 | Time: 5805.32 ms
[2022-03-30 01:58:39 main:574] : INFO : Epoch 1716 | loss: 0.0310142 | val_loss: 0.0312994 | Time: 5462.37 ms
[2022-03-30 01:58:44 main:574] : INFO : Epoch 1717 | loss: 0.0309964 | val_loss: 0.0312882 | Time: 5393.33 ms
[2022-03-30 01:58:49 main:574] : INFO : Epoch 1718 | loss: 0.0309912 | val_loss: 0.0312868 | Time: 5443.81 ms
[2022-03-30 01:58:55 main:574] : INFO : Epoch 1719 | loss: 0.0309908 | val_loss: 0.0312966 | Time: 6047.49 ms
[2022-03-30 01:59:01 main:574] : INFO : Epoch 1720 | loss: 0.0309938 | val_loss: 0.0312891 | Time: 5423.89 ms
[2022-03-30 01:59:06 main:574] : INFO : Epoch 1721 | loss: 0.0309932 | val_loss: 0.0312689 | Time: 5420.6 ms
[2022-03-30 01:59:12 main:574] : INFO : Epoch 1722 | loss: 0.0309914 | val_loss: 0.0313052 | Time: 5397.9 ms
[2022-03-30 01:59:17 main:574] : INFO : Epoch 1723 | loss: 0.0309882 | val_loss: 0.0312935 | Time: 5446.98 ms
[2022-03-30 01:59:23 main:574] : INFO : Epoch 1724 | loss: 0.0309849 | val_loss: 0.0312927 | Time: 5868.28 ms
[2022-03-30 01:59:29 main:574] : INFO : Epoch 1725 | loss: 0.0309936 | val_loss: 0.0312891 | Time: 5699.94 ms
[2022-03-30 01:59:35 main:574] : INFO : Epoch 1726 | loss: 0.0309929 | val_loss: 0.0312933 | Time: 5839.07 ms
[2022-03-30 01:59:40 main:574] : INFO : Epoch 1727 | loss: 0.0309787 | val_loss: 0.0312978 | Time: 5640.9 ms
[2022-03-30 01:59:46 main:574] : INFO : Epoch 1728 | loss: 0.0309849 | val_loss: 0.0313042 | Time: 5636.85 ms
[2022-03-30 01:59:51 main:574] : INFO : Epoch 1729 | loss: 0.0309889 | val_loss: 0.0312844 | Time: 5407.54 ms
[2022-03-30 01:59:57 main:574] : INFO : Epoch 1730 | loss: 0.0309849 | val_loss: 0.0312733 | Time: 5510.89 ms
[2022-03-30 02:00:02 main:574] : INFO : Epoch 1731 | loss: 0.030987 | val_loss: 0.0313041 | Time: 5416.38 ms
[2022-03-30 02:00:08 main:574] : INFO : Epoch 1732 | loss: 0.0309975 | val_loss: 0.0312979 | Time: 5396.37 ms
[2022-03-30 02:00:13 main:574] : INFO : Epoch 1733 | loss: 0.030997 | val_loss: 0.0312893 | Time: 5488.98 ms
[2022-03-30 02:00:19 main:574] : INFO : Epoch 1734 | loss: 0.0309906 | val_loss: 0.031312 | Time: 5489.1 ms
[2022-03-30 02:00:24 main:574] : INFO : Epoch 1735 | loss: 0.0310081 | val_loss: 0.0312729 | Time: 5435.63 ms
[2022-03-30 02:00:30 main:574] : INFO : Epoch 1736 | loss: 0.0310415 | val_loss: 0.0312565 | Time: 5472.87 ms
[2022-03-30 02:00:35 main:574] : INFO : Epoch 1737 | loss: 0.0310273 | val_loss: 0.0312741 | Time: 5411.1 ms
[2022-03-30 02:00:40 main:574] : INFO : Epoch 1738 | loss: 0.0310026 | val_loss: 0.0312842 | Time: 5428.34 ms
[2022-03-30 02:00:46 main:574] : INFO : Epoch 1739 | loss: 0.0309983 | val_loss: 0.0312656 | Time: 5439.71 ms
[2022-03-30 02:00:51 main:574] : INFO : Epoch 1740 | loss: 0.0310113 | val_loss: 0.0312675 | Time: 5476.61 ms
[2022-03-30 02:00:57 main:574] : INFO : Epoch 1741 | loss: 0.0309933 | val_loss: 0.0312885 | Time: 5846.93 ms
[2022-03-30 02:01:03 main:574] : INFO : Epoch 1742 | loss: 0.0309987 | val_loss: 0.0312971 | Time: 5675.69 ms
[2022-03-30 02:01:08 main:574] : INFO : Epoch 1743 | loss: 0.0309925 | val_loss: 0.0312942 | Time: 5468.65 ms
[2022-03-30 02:01:14 main:574] : INFO : Epoch 1744 | loss: 0.0309899 | val_loss: 0.0313153 | Time: 5464.97 ms
[2022-03-30 02:01:19 main:574] : INFO : Epoch 1745 | loss: 0.0309893 | val_loss: 0.0312796 | Time: 5441.2 ms
[2022-03-30 02:01:25 main:574] : INFO : Epoch 1746 | loss: 0.0309954 | val_loss: 0.0312936 | Time: 5844.68 ms
[2022-03-30 02:01:31 main:574] : INFO : Epoch 1747 | loss: 0.03099 | val_loss: 0.0312996 | Time: 6111.74 ms
[2022-03-30 02:01:37 main:574] : INFO : Epoch 1748 | loss: 0.0309971 | val_loss: 0.0313034 | Time: 5654.15 ms
[2022-03-30 02:01:42 main:574] : INFO : Epoch 1749 | loss: 0.0309922 | val_loss: 0.031303 | Time: 5451.88 ms
[2022-03-30 02:01:48 main:574] : INFO : Epoch 1750 | loss: 0.0310103 | val_loss: 0.0312609 | Time: 5428.69 ms
[2022-03-30 02:01:53 main:574] : INFO : Epoch 1751 | loss: 0.0310132 | val_loss: 0.0312667 | Time: 5457.58 ms
[2022-03-30 02:01:59 main:574] : INFO : Epoch 1752 | loss: 0.0310038 | val_loss: 0.0312748 | Time: 5423.77 ms
[2022-03-30 02:02:04 main:574] : INFO : Epoch 1753 | loss: 0.0309958 | val_loss: 0.0313071 | Time: 5448.89 ms
[2022-03-30 02:02:10 main:574] : INFO : Epoch 1754 | loss: 0.0309885 | val_loss: 0.031292 | Time: 5400.98 ms
[2022-03-30 02:02:15 main:574] : INFO : Epoch 1755 | loss: 0.0309849 | val_loss: 0.0312769 | Time: 5409.28 ms
[2022-03-30 02:02:20 main:574] : INFO : Epoch 1756 | loss: 0.0309936 | val_loss: 0.0312929 | Time: 5433.38 ms
[2022-03-30 02:02:26 main:574] : INFO : Epoch 1757 | loss: 0.0309948 | val_loss: 0.0312811 | Time: 5363.67 ms
[2022-03-30 02:02:31 main:574] : INFO : Epoch 1758 | loss: 0.0309925 | val_loss: 0.0313064 | Time: 5409.67 ms
[2022-03-30 02:02:37 main:574] : INFO : Epoch 1759 | loss: 0.0309977 | val_loss: 0.0313021 | Time: 5654.35 ms
[2022-03-30 02:02:42 main:574] : INFO : Epoch 1760 | loss: 0.0309924 | val_loss: 0.0313325 | Time: 5503.43 ms
[2022-03-30 02:02:48 main:574] : INFO : Epoch 1761 | loss: 0.0310006 | val_loss: 0.0312694 | Time: 5448.44 ms
[2022-03-30 02:02:53 main:574] : INFO : Epoch 1762 | loss: 0.0310048 | val_loss: 0.0312685 | Time: 5370.46 ms
[2022-03-30 02:02:59 main:574] : INFO : Epoch 1763 | loss: 0.0310043 | val_loss: 0.0312751 | Time: 5422.91 ms
[2022-03-30 02:03:04 main:574] : INFO : Epoch 1764 | loss: 0.0309962 | val_loss: 0.0313297 | Time: 5436.11 ms
[2022-03-30 02:03:10 main:574] : INFO : Epoch 1765 | loss: 0.0309989 | val_loss: 0.0313115 | Time: 5617.07 ms
[2022-03-30 02:03:15 main:574] : INFO : Epoch 1766 | loss: 0.0309956 | val_loss: 0.0312927 | Time: 5451.42 ms
[2022-03-30 02:03:21 main:574] : INFO : Epoch 1767 | loss: 0.0309892 | val_loss: 0.0313035 | Time: 5442.76 ms
[2022-03-30 02:03:26 main:574] : INFO : Epoch 1768 | loss: 0.0309844 | val_loss: 0.0313291 | Time: 5423.26 ms
[2022-03-30 02:03:31 main:574] : INFO : Epoch 1769 | loss: 0.030978 | val_loss: 0.0313247 | Time: 5472.25 ms
[2022-03-30 02:03:37 main:574] : INFO : Epoch 1770 | loss: 0.0309859 | val_loss: 0.0312917 | Time: 5391.16 ms
[2022-03-30 02:03:42 main:574] : INFO : Epoch 1771 | loss: 0.0309847 | val_loss: 0.0312831 | Time: 5595.86 ms
[2022-03-30 02:03:48 main:574] : INFO : Epoch 1772 | loss: 0.0309872 | val_loss: 0.0312944 | Time: 5503.72 ms
[2022-03-30 02:03:53 main:574] : INFO : Epoch 1773 | loss: 0.0309811 | val_loss: 0.031309 | Time: 5484.56 ms
[2022-03-30 02:03:59 main:574] : INFO : Epoch 1774 | loss: 0.0309891 | val_loss: 0.0312973 | Time: 5459.4 ms
[2022-03-30 02:04:04 main:574] : INFO : Epoch 1775 | loss: 0.0309964 | val_loss: 0.0312622 | Time: 5380.84 ms
[2022-03-30 02:04:10 main:574] : INFO : Epoch 1776 | loss: 0.0309994 | val_loss: 0.0312999 | Time: 5413.03 ms
[2022-03-30 02:04:15 main:574] : INFO : Epoch 1777 | loss: 0.031 | val_loss: 0.0312713 | Time: 5431.8 ms
[2022-03-30 02:04:21 main:574] : INFO : Epoch 1778 | loss: 0.0309905 | val_loss: 0.0313182 | Time: 5431.49 ms
[2022-03-30 02:04:26 main:574] : INFO : Epoch 1779 | loss: 0.0309919 | val_loss: 0.031325 | Time: 5702.37 ms
[2022-03-30 02:04:32 main:574] : INFO : Epoch 1780 | loss: 0.0309919 | val_loss: 0.0313085 | Time: 6001.74 ms
[2022-03-30 02:04:38 main:574] : INFO : Epoch 1781 | loss: 0.03098 | val_loss: 0.0313167 | Time: 5620.37 ms
[2022-03-30 02:04:43 main:574] : INFO : Epoch 1782 | loss: 0.0309847 | val_loss: 0.0312984 | Time: 5403.09 ms
[2022-03-30 02:04:49 main:574] : INFO : Epoch 1783 | loss: 0.0309904 | val_loss: 0.0313271 | Time: 5318.57 ms
[2022-03-30 02:04:54 main:574] : INFO : Epoch 1784 | loss: 0.0309962 | val_loss: 0.0312532 | Time: 5377.68 ms
[2022-03-30 02:04:59 main:574] : INFO : Epoch 1785 | loss: 0.0310328 | val_loss: 0.031245 | Time: 5337.48 ms
[2022-03-30 02:05:05 main:574] : INFO : Epoch 1786 | loss: 0.0310441 | val_loss: 0.0312558 | Time: 5433.5 ms
[2022-03-30 02:05:10 main:574] : INFO : Epoch 1787 | loss: 0.0310255 | val_loss: 0.0312642 | Time: 5439.72 ms
[2022-03-30 02:05:16 main:574] : INFO : Epoch 1788 | loss: 0.0310125 | val_loss: 0.0312799 | Time: 5459.26 ms
[2022-03-30 02:05:21 main:574] : INFO : Epoch 1789 | loss: 0.0309973 | val_loss: 0.0312714 | Time: 5459.98 ms
[2022-03-30 02:05:27 main:574] : INFO : Epoch 1790 | loss: 0.0309936 | val_loss: 0.0312814 | Time: 5374.82 ms
[2022-03-30 02:05:32 main:574] : INFO : Epoch 1791 | loss: 0.0309895 | val_loss: 0.0313174 | Time: 5425.51 ms
[2022-03-30 02:05:37 main:574] : INFO : Epoch 1792 | loss: 0.0309929 | val_loss: 0.0312948 | Time: 5380.84 ms
[2022-03-30 02:05:43 main:574] : INFO : Epoch 1793 | loss: 0.0309849 | val_loss: 0.0312978 | Time: 5488.94 ms
[2022-03-30 02:05:48 main:574] : INFO : Epoch 1794 | loss: 0.0309851 | val_loss: 0.0313111 | Time: 5471.17 ms
[2022-03-30 02:05:54 main:574] : INFO : Epoch 1795 | loss: 0.0309903 | val_loss: 0.031276 | Time: 5424.73 ms
[2022-03-30 02:05:59 main:574] : INFO : Epoch 1796 | loss: 0.0309896 | val_loss: 0.0313189 | Time: 5402.85 ms
[2022-03-30 02:06:04 main:574] : INFO : Epoch 1797 | loss: 0.0309951 | val_loss: 0.031327 | Time: 5215.69 ms
[2022-03-30 02:06:10 main:574] : INFO : Epoch 1798 | loss: 0.0309896 | val_loss: 0.0313069 | Time: 5879.03 ms
[2022-03-30 02:06:16 main:574] : INFO : Epoch 1799 | loss: 0.0309989 | val_loss: 0.0312814 | Time: 6015.03 ms
[2022-03-30 02:06:23 main:574] : INFO : Epoch 1800 | loss: 0.0310205 | val_loss: 0.0312852 | Time: 6374.02 ms
[2022-03-30 02:06:29 main:574] : INFO : Epoch 1801 | loss: 0.0310186 | val_loss: 0.0312647 | Time: 5796.25 ms
[2022-03-30 02:06:34 main:574] : INFO : Epoch 1802 | loss: 0.0310008 | val_loss: 0.0312828 | Time: 5467.22 ms
[2022-03-30 02:06:40 main:574] : INFO : Epoch 1803 | loss: 0.0310294 | val_loss: 0.0312714 | Time: 5585.08 ms
[2022-03-30 02:06:45 main:574] : INFO : Epoch 1804 | loss: 0.0310144 | val_loss: 0.0312871 | Time: 5427.89 ms
[2022-03-30 02:06:51 main:574] : INFO : Epoch 1805 | loss: 0.0309967 | val_loss: 0.0313159 | Time: 5480.15 ms
[2022-03-30 02:06:56 main:574] : INFO : Epoch 1806 | loss: 0.0309991 | val_loss: 0.0312939 | Time: 5382.83 ms
[2022-03-30 02:07:01 main:574] : INFO : Epoch 1807 | loss: 0.0310003 | val_loss: 0.0312817 | Time: 5410.21 ms
[2022-03-30 02:07:07 main:574] : INFO : Epoch 1808 | loss: 0.0309849 | val_loss: 0.0313271 | Time: 5416.57 ms
[2022-03-30 02:07:12 main:574] : INFO : Epoch 1809 | loss: 0.0309839 | val_loss: 0.0313084 | Time: 5481.43 ms
[2022-03-30 02:07:18 main:574] : INFO : Epoch 1810 | loss: 0.0309873 | val_loss: 0.0312777 | Time: 5489.09 ms
[2022-03-30 02:07:24 main:574] : INFO : Epoch 1811 | loss: 0.0309902 | val_loss: 0.0312772 | Time: 5794.5 ms
[2022-03-30 02:07:29 main:574] : INFO : Epoch 1812 | loss: 0.030993 | val_loss: 0.0313076 | Time: 5615.5 ms
[2022-03-30 02:07:35 main:574] : INFO : Epoch 1813 | loss: 0.0309854 | val_loss: 0.0312762 | Time: 5509.08 ms
[2022-03-30 02:07:40 main:574] : INFO : Epoch 1814 | loss: 0.0309962 | val_loss: 0.031287 | Time: 5364.8 ms
[2022-03-30 02:07:46 main:574] : INFO : Epoch 1815 | loss: 0.0309948 | val_loss: 0.0312765 | Time: 5509.03 ms
[2022-03-30 02:07:51 main:574] : INFO : Epoch 1816 | loss: 0.03099 | val_loss: 0.0313082 | Time: 5456.6 ms
[2022-03-30 02:07:56 main:574] : INFO : Epoch 1817 | loss: 0.0309842 | val_loss: 0.0313027 | Time: 5391.63 ms
[2022-03-30 02:08:02 main:574] : INFO : Epoch 1818 | loss: 0.0309914 | val_loss: 0.031286 | Time: 5421.21 ms
[2022-03-30 02:08:07 main:574] : INFO : Epoch 1819 | loss: 0.0309858 | val_loss: 0.0312831 | Time: 5442.61 ms
[2022-03-30 02:08:13 main:574] : INFO : Epoch 1820 | loss: 0.0309932 | val_loss: 0.0312763 | Time: 5486.79 ms
[2022-03-30 02:08:18 main:574] : INFO : Epoch 1821 | loss: 0.0310012 | val_loss: 0.0312657 | Time: 5447.92 ms
[2022-03-30 02:08:24 main:574] : INFO : Epoch 1822 | loss: 0.0309923 | val_loss: 0.0312923 | Time: 5623.48 ms
[2022-03-30 02:08:29 main:574] : INFO : Epoch 1823 | loss: 0.0309909 | val_loss: 0.0312818 | Time: 5384.87 ms
[2022-03-30 02:08:35 main:574] : INFO : Epoch 1824 | loss: 0.0310019 | val_loss: 0.0312437 | Time: 5373.87 ms
[2022-03-30 02:08:40 main:574] : INFO : Epoch 1825 | loss: 0.0309991 | val_loss: 0.0312847 | Time: 5481.59 ms
[2022-03-30 02:08:46 main:574] : INFO : Epoch 1826 | loss: 0.0309919 | val_loss: 0.0313083 | Time: 5435.6 ms
[2022-03-30 02:08:51 main:574] : INFO : Epoch 1827 | loss: 0.0310127 | val_loss: 0.0312744 | Time: 5531.62 ms
[2022-03-30 02:08:57 main:574] : INFO : Epoch 1828 | loss: 0.0309967 | val_loss: 0.0312957 | Time: 5506.07 ms
[2022-03-30 02:09:02 main:574] : INFO : Epoch 1829 | loss: 0.0309887 | val_loss: 0.031296 | Time: 5462.76 ms
[2022-03-30 02:09:08 main:574] : INFO : Epoch 1830 | loss: 0.030981 | val_loss: 0.0313217 | Time: 6293.84 ms
[2022-03-30 02:09:14 main:574] : INFO : Epoch 1831 | loss: 0.0309835 | val_loss: 0.0313171 | Time: 6039.86 ms
[2022-03-30 02:09:20 main:574] : INFO : Epoch 1832 | loss: 0.0309879 | val_loss: 0.0312762 | Time: 5393.55 ms
[2022-03-30 02:09:25 main:574] : INFO : Epoch 1833 | loss: 0.0309933 | val_loss: 0.0312713 | Time: 5424.72 ms
[2022-03-30 02:09:31 main:574] : INFO : Epoch 1834 | loss: 0.030993 | val_loss: 0.0312669 | Time: 5524.7 ms
[2022-03-30 02:09:36 main:574] : INFO : Epoch 1835 | loss: 0.0309824 | val_loss: 0.0313178 | Time: 5475.97 ms
[2022-03-30 02:09:42 main:574] : INFO : Epoch 1836 | loss: 0.0309836 | val_loss: 0.0313082 | Time: 5432.14 ms
[2022-03-30 02:09:47 main:574] : INFO : Epoch 1837 | loss: 0.030979 | val_loss: 0.0313018 | Time: 5447.5 ms
[2022-03-30 02:09:53 main:574] : INFO : Epoch 1838 | loss: 0.0309891 | val_loss: 0.0313493 | Time: 5455.56 ms
[2022-03-30 02:09:58 main:574] : INFO : Epoch 1839 | loss: 0.031008 | val_loss: 0.0313014 | Time: 5507.67 ms
[2022-03-30 02:10:04 main:574] : INFO : Epoch 1840 | loss: 0.0310057 | val_loss: 0.0313254 | Time: 5472.34 ms
[2022-03-30 02:10:09 main:574] : INFO : Epoch 1841 | loss: 0.0309959 | val_loss: 0.0313182 | Time: 5412.73 ms
[2022-03-30 02:10:15 main:574] : INFO : Epoch 1842 | loss: 0.0309922 | val_loss: 0.0313008 | Time: 5451.57 ms
[2022-03-30 02:10:20 main:574] : INFO : Epoch 1843 | loss: 0.0309931 | val_loss: 0.031278 | Time: 5401.48 ms
[2022-03-30 02:10:25 main:574] : INFO : Epoch 1844 | loss: 0.0309941 | val_loss: 0.0312805 | Time: 5405.07 ms
[2022-03-30 02:10:31 main:574] : INFO : Epoch 1845 | loss: 0.0309964 | val_loss: 0.0312767 | Time: 5403.52 ms
[2022-03-30 02:10:36 main:574] : INFO : Epoch 1846 | loss: 0.030997 | val_loss: 0.0312782 | Time: 5409.39 ms
[2022-03-30 02:10:42 main:574] : INFO : Epoch 1847 | loss: 0.0309919 | val_loss: 0.0313131 | Time: 5463.83 ms
[2022-03-30 02:10:47 main:574] : INFO : Epoch 1848 | loss: 0.030984 | val_loss: 0.0313064 | Time: 5441.87 ms
[2022-03-30 02:10:53 main:574] : INFO : Epoch 1849 | loss: 0.03099 | val_loss: 0.031298 | Time: 5496.06 ms
[2022-03-30 02:10:58 main:574] : INFO : Epoch 1850 | loss: 0.030997 | val_loss: 0.0313352 | Time: 5697.79 ms
[2022-03-30 02:11:04 main:574] : INFO : Epoch 1851 | loss: 0.0310007 | val_loss: 0.0313033 | Time: 5510.65 ms
[2022-03-30 02:11:09 main:574] : INFO : Epoch 1852 | loss: 0.0309864 | val_loss: 0.0312985 | Time: 5507.26 ms
[2022-03-30 02:11:15 main:574] : INFO : Epoch 1853 | loss: 0.0309941 | val_loss: 0.0312958 | Time: 5424.59 ms
[2022-03-30 02:11:20 main:574] : INFO : Epoch 1854 | loss: 0.030994 | val_loss: 0.0313004 | Time: 5466.18 ms
[2022-03-30 02:11:26 main:574] : INFO : Epoch 1855 | loss: 0.0309917 | val_loss: 0.0313164 | Time: 5418.12 ms
[2022-03-30 02:11:31 main:574] : INFO : Epoch 1856 | loss: 0.0309912 | val_loss: 0.0313112 | Time: 5436.7 ms
[2022-03-30 02:11:37 main:574] : INFO : Epoch 1857 | loss: 0.0309916 | val_loss: 0.0312902 | Time: 5493.25 ms
[2022-03-30 02:11:42 main:574] : INFO : Epoch 1858 | loss: 0.0309883 | val_loss: 0.0312935 | Time: 5421.83 ms
[2022-03-30 02:11:48 main:574] : INFO : Epoch 1859 | loss: 0.0309798 | val_loss: 0.0313088 | Time: 5431.75 ms
[2022-03-30 02:11:53 main:574] : INFO : Epoch 1860 | loss: 0.030985 | val_loss: 0.0312937 | Time: 5416.41 ms
[2022-03-30 02:11:58 main:574] : INFO : Epoch 1861 | loss: 0.0309914 | val_loss: 0.031284 | Time: 5461.69 ms
[2022-03-30 02:12:04 main:574] : INFO : Epoch 1862 | loss: 0.0309868 | val_loss: 0.0313033 | Time: 5491.65 ms
[2022-03-30 02:12:09 main:574] : INFO : Epoch 1863 | loss: 0.0309892 | val_loss: 0.031279 | Time: 5431.78 ms
[2022-03-30 02:12:15 main:574] : INFO : Epoch 1864 | loss: 0.0309996 | val_loss: 0.0312979 | Time: 5410.38 ms
[2022-03-30 02:12:20 main:574] : INFO : Epoch 1865 | loss: 0.0310075 | val_loss: 0.0312774 | Time: 5473.52 ms
[2022-03-30 02:12:26 main:574] : INFO : Epoch 1866 | loss: 0.0309882 | val_loss: 0.0313168 | Time: 5442.17 ms
[2022-03-30 02:12:31 main:574] : INFO : Epoch 1867 | loss: 0.0309906 | val_loss: 0.0312876 | Time: 5419.96 ms
[2022-03-30 02:12:37 main:574] : INFO : Epoch 1868 | loss: 0.0309774 | val_loss: 0.0313213 | Time: 5393.21 ms
[2022-03-30 02:12:42 main:574] : INFO : Epoch 1869 | loss: 0.0309797 | val_loss: 0.0312801 | Time: 5806.95 ms
[2022-03-30 02:12:48 main:574] : INFO : Epoch 1870 | loss: 0.030992 | val_loss: 0.0312799 | Time: 5588.37 ms
[2022-03-30 02:12:53 main:574] : INFO : Epoch 1871 | loss: 0.0310373 | val_loss: 0.0312525 | Time: 5512.06 ms
[2022-03-30 02:12:59 main:574] : INFO : Epoch 1872 | loss: 0.0310163 | val_loss: 0.0313273 | Time: 5410.82 ms
[2022-03-30 02:13:04 main:574] : INFO : Epoch 1873 | loss: 0.0313991 | val_loss: 0.0329263 | Time: 5375.69 ms
[2022-03-30 02:13:10 main:574] : INFO : Epoch 1874 | loss: 0.0328587 | val_loss: 0.0315655 | Time: 5618.61 ms
[2022-03-30 02:13:15 main:574] : INFO : Epoch 1875 | loss: 0.0314702 | val_loss: 0.0313128 | Time: 5401.69 ms
[2022-03-30 02:13:21 main:574] : INFO : Epoch 1876 | loss: 0.0312786 | val_loss: 0.0312516 | Time: 5462.51 ms
[2022-03-30 02:13:26 main:574] : INFO : Epoch 1877 | loss: 0.0312508 | val_loss: 0.0312455 | Time: 5406.63 ms
[2022-03-30 02:13:32 main:574] : INFO : Epoch 1878 | loss: 0.031243 | val_loss: 0.0312414 | Time: 5371.71 ms
[2022-03-30 02:13:37 main:574] : INFO : Epoch 1879 | loss: 0.0312369 | val_loss: 0.0312325 | Time: 5444.28 ms
[2022-03-30 02:13:42 main:574] : INFO : Epoch 1880 | loss: 0.0312291 | val_loss: 0.0312239 | Time: 5423.63 ms
[2022-03-30 02:13:48 main:574] : INFO : Epoch 1881 | loss: 0.0312165 | val_loss: 0.031211 | Time: 5407.61 ms
[2022-03-30 02:13:54 main:574] : INFO : Epoch 1882 | loss: 0.0312061 | val_loss: 0.0312052 | Time: 5832.42 ms
[2022-03-30 02:13:59 main:574] : INFO : Epoch 1883 | loss: 0.0311976 | val_loss: 0.0311978 | Time: 5756.87 ms
[2022-03-30 02:14:05 main:574] : INFO : Epoch 1884 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 5621.28 ms
[2022-03-30 02:14:11 main:574] : INFO : Epoch 1885 | loss: 0.0311837 | val_loss: 0.0311852 | Time: 5468.16 ms
[2022-03-30 02:14:16 main:574] : INFO : Epoch 1886 | loss: 0.0311795 | val_loss: 0.0311831 | Time: 5446.35 ms
[2022-03-30 02:14:21 main:574] : INFO : Epoch 1887 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 5393.92 ms
[2022-03-30 02:14:27 main:574] : INFO : Epoch 1888 | loss: 0.0311767 | val_loss: 0.0311811 | Time: 5373.65 ms
[2022-03-30 02:14:33 main:574] : INFO : Epoch 1889 | loss: 0.031171 | val_loss: 0.031183 | Time: 5872.62 ms
[2022-03-30 02:14:38 main:574] : INFO : Epoch 1890 | loss: 0.0311729 | val_loss: 0.0311938 | Time: 5792.43 ms
[2022-03-30 02:14:44 main:574] : INFO : Epoch 1891 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 5634.6 ms
[2022-03-30 02:14:50 main:574] : INFO : Epoch 1892 | loss: 0.031165 | val_loss: 0.0311766 | Time: 5651.85 ms
[2022-03-30 02:14:56 main:574] : INFO : Epoch 1893 | loss: 0.0311644 | val_loss: 0.0311757 | Time: 6005.68 ms
[2022-03-30 02:15:01 main:574] : INFO : Epoch 1894 | loss: 0.0311618 | val_loss: 0.0311765 | Time: 5474.42 ms
[2022-03-30 02:15:07 main:574] : INFO : Epoch 1895 | loss: 0.0311599 | val_loss: 0.0311778 | Time: 5438.04 ms
[2022-03-30 02:15:12 main:574] : INFO : Epoch 1896 | loss: 0.0311616 | val_loss: 0.0311741 | Time: 5458.83 ms
[2022-03-30 02:15:18 main:574] : INFO : Epoch 1897 | loss: 0.0311595 | val_loss: 0.0311751 | Time: 5425.96 ms
[2022-03-30 02:15:23 main:574] : INFO : Epoch 1898 | loss: 0.0311574 | val_loss: 0.0311749 | Time: 5478.05 ms
[2022-03-30 02:15:28 main:574] : INFO : Epoch 1899 | loss: 0.031155 | val_loss: 0.0311773 | Time: 5437.7 ms
[2022-03-30 02:15:34 main:574] : INFO : Epoch 1900 | loss: 0.0311568 | val_loss: 0.0311741 | Time: 5525.51 ms
[2022-03-30 02:15:39 main:574] : INFO : Epoch 1901 | loss: 0.0311531 | val_loss: 0.0311753 | Time: 5459.46 ms
[2022-03-30 02:15:45 main:574] : INFO : Epoch 1902 | loss: 0.0311547 | val_loss: 0.0311882 | Time: 5464.37 ms
[2022-03-30 02:15:51 main:574] : INFO : Epoch 1903 | loss: 0.0311594 | val_loss: 0.0311739 | Time: 5553.35 ms
[2022-03-30 02:15:56 main:574] : INFO : Epoch 1904 | loss: 0.0311594 | val_loss: 0.0311779 | Time: 5552.85 ms
[2022-03-30 02:16:02 main:574] : INFO : Epoch 1905 | loss: 0.031154 | val_loss: 0.0311739 | Time: 5452.53 ms
[2022-03-30 02:16:07 main:574] : INFO : Epoch 1906 | loss: 0.0311495 | val_loss: 0.0311755 | Time: 5457.91 ms
[2022-03-30 02:16:13 main:574] : INFO : Epoch 1907 | loss: 0.0311479 | val_loss: 0.0311747 | Time: 5873.25 ms
[2022-03-30 02:16:19 main:574] : INFO : Epoch 1908 | loss: 0.0311469 | val_loss: 0.0311736 | Time: 6293.52 ms
[2022-03-30 02:16:25 main:574] : INFO : Epoch 1909 | loss: 0.0311462 | val_loss: 0.031174 | Time: 5569.85 ms
[2022-03-30 02:16:30 main:574] : INFO : Epoch 1910 | loss: 0.0311454 | val_loss: 0.031173 | Time: 5436.36 ms
[2022-03-30 02:16:36 main:574] : INFO : Epoch 1911 | loss: 0.0311451 | val_loss: 0.0311754 | Time: 5417.37 ms
[2022-03-30 02:16:41 main:574] : INFO : Epoch 1912 | loss: 0.031144 | val_loss: 0.0311743 | Time: 5378 ms
[2022-03-30 02:16:46 main:574] : INFO : Epoch 1913 | loss: 0.0311449 | val_loss: 0.0311742 | Time: 5435.97 ms
[2022-03-30 02:16:52 main:574] : INFO : Epoch 1914 | loss: 0.0311446 | val_loss: 0.0311741 | Time: 5395.63 ms
[2022-03-30 02:16:57 main:574] : INFO : Epoch 1915 | loss: 0.0311425 | val_loss: 0.0311745 | Time: 5478.06 ms
[2022-03-30 02:17:03 main:574] : INFO : Epoch 1916 | loss: 0.0311409 | val_loss: 0.031175 | Time: 5458.6 ms
[2022-03-30 02:17:08 main:574] : INFO : Epoch 1917 | loss: 0.0311398 | val_loss: 0.0311733 | Time: 5407.43 ms
[2022-03-30 02:17:14 main:574] : INFO : Epoch 1918 | loss: 0.0311387 | val_loss: 0.0311751 | Time: 5384.47 ms
[2022-03-30 02:17:19 main:574] : INFO : Epoch 1919 | loss: 0.0311378 | val_loss: 0.0311767 | Time: 5527.02 ms
[2022-03-30 02:17:25 main:574] : INFO : Epoch 1920 | loss: 0.0311392 | val_loss: 0.0311743 | Time: 5484.08 ms
[2022-03-30 02:17:30 main:574] : INFO : Epoch 1921 | loss: 0.0311417 | val_loss: 0.0311767 | Time: 5429.28 ms
[2022-03-30 02:17:36 main:574] : INFO : Epoch 1922 | loss: 0.031138 | val_loss: 0.0311752 | Time: 5434.84 ms
[2022-03-30 02:17:41 main:574] : INFO : Epoch 1923 | loss: 0.0311373 | val_loss: 0.0311758 | Time: 5414.93 ms
[2022-03-30 02:17:46 main:574] : INFO : Epoch 1924 | loss: 0.0311372 | val_loss: 0.0311877 | Time: 5415.26 ms
[2022-03-30 02:17:52 main:574] : INFO : Epoch 1925 | loss: 0.0311395 | val_loss: 0.0311757 | Time: 5481.4 ms
[2022-03-30 02:17:57 main:574] : INFO : Epoch 1926 | loss: 0.0311348 | val_loss: 0.0311747 | Time: 5428.86 ms
[2022-03-30 02:18:03 main:574] : INFO : Epoch 1927 | loss: 0.031134 | val_loss: 0.0311747 | Time: 5419.74 ms
[2022-03-30 02:18:08 main:574] : INFO : Epoch 1928 | loss: 0.0311358 | val_loss: 0.0311761 | Time: 5485.86 ms
[2022-03-30 02:18:14 main:574] : INFO : Epoch 1929 | loss: 0.0311368 | val_loss: 0.0311779 | Time: 5418.69 ms
[2022-03-30 02:18:19 main:574] : INFO : Epoch 1930 | loss: 0.0311359 | val_loss: 0.0311824 | Time: 5383.55 ms
[2022-03-30 02:18:24 main:574] : INFO : Epoch 1931 | loss: 0.0311346 | val_loss: 0.0311779 | Time: 5457.25 ms
[2022-03-30 02:18:30 main:574] : INFO : Epoch 1932 | loss: 0.0311364 | val_loss: 0.0311828 | Time: 5390.81 ms
[2022-03-30 02:18:35 main:574] : INFO : Epoch 1933 | loss: 0.031132 | val_loss: 0.0311837 | Time: 5418.18 ms
[2022-03-30 02:18:41 main:574] : INFO : Epoch 1934 | loss: 0.0311352 | val_loss: 0.0311769 | Time: 5428.79 ms
[2022-03-30 02:18:46 main:574] : INFO : Epoch 1935 | loss: 0.0311346 | val_loss: 0.0311781 | Time: 5435.13 ms
[2022-03-30 02:18:52 main:574] : INFO : Epoch 1936 | loss: 0.0311358 | val_loss: 0.0311777 | Time: 5477.55 ms
[2022-03-30 02:18:57 main:574] : INFO : Epoch 1937 | loss: 0.0311337 | val_loss: 0.0311811 | Time: 5388.66 ms
[2022-03-30 02:19:03 main:574] : INFO : Epoch 1938 | loss: 0.0311317 | val_loss: 0.0311814 | Time: 5887.08 ms
[2022-03-30 02:19:08 main:574] : INFO : Epoch 1939 | loss: 0.0311327 | val_loss: 0.0311798 | Time: 5457.58 ms
[2022-03-30 02:19:14 main:574] : INFO : Epoch 1940 | loss: 0.0311281 | val_loss: 0.0311807 | Time: 5720.41 ms
[2022-03-30 02:19:20 main:574] : INFO : Epoch 1941 | loss: 0.031131 | val_loss: 0.0311878 | Time: 5746.85 ms
[2022-03-30 02:19:26 main:574] : INFO : Epoch 1942 | loss: 0.031129 | val_loss: 0.0311806 | Time: 6269.08 ms
[2022-03-30 02:19:32 main:574] : INFO : Epoch 1943 | loss: 0.0311313 | val_loss: 0.0311784 | Time: 5435.74 ms
[2022-03-30 02:19:37 main:574] : INFO : Epoch 1944 | loss: 0.0311277 | val_loss: 0.0311791 | Time: 5558.55 ms
[2022-03-30 02:19:43 main:574] : INFO : Epoch 1945 | loss: 0.0311257 | val_loss: 0.0311795 | Time: 5474.69 ms
[2022-03-30 02:19:48 main:574] : INFO : Epoch 1946 | loss: 0.0311293 | val_loss: 0.0311799 | Time: 5481.14 ms
[2022-03-30 02:19:54 main:574] : INFO : Epoch 1947 | loss: 0.0311286 | val_loss: 0.0311844 | Time: 5469.05 ms
[2022-03-30 02:19:59 main:574] : INFO : Epoch 1948 | loss: 0.0311262 | val_loss: 0.0311816 | Time: 5444.77 ms
[2022-03-30 02:20:04 main:574] : INFO : Epoch 1949 | loss: 0.0311274 | val_loss: 0.0311798 | Time: 5337.83 ms
[2022-03-30 02:20:10 main:574] : INFO : Epoch 1950 | loss: 0.0311283 | val_loss: 0.0311851 | Time: 5458.86 ms
[2022-03-30 02:20:16 main:574] : INFO : Epoch 1951 | loss: 0.0311265 | val_loss: 0.0311802 | Time: 5727.6 ms
[2022-03-30 02:20:21 main:574] : INFO : Epoch 1952 | loss: 0.0311325 | val_loss: 0.03118 | Time: 5364.31 ms
[2022-03-30 02:20:27 main:574] : INFO : Epoch 1953 | loss: 0.0311376 | val_loss: 0.0311788 | Time: 5638.81 ms
[2022-03-30 02:20:32 main:574] : INFO : Epoch 1954 | loss: 0.0311344 | val_loss: 0.0311757 | Time: 5723.23 ms
[2022-03-30 02:20:38 main:574] : INFO : Epoch 1955 | loss: 0.0311309 | val_loss: 0.0311819 | Time: 5601.47 ms
[2022-03-30 02:20:43 main:574] : INFO : Epoch 1956 | loss: 0.0311308 | val_loss: 0.0311821 | Time: 5418.32 ms
[2022-03-30 02:20:49 main:574] : INFO : Epoch 1957 | loss: 0.0311281 | val_loss: 0.0311808 | Time: 5418.73 ms
[2022-03-30 02:20:54 main:574] : INFO : Epoch 1958 | loss: 0.0311238 | val_loss: 0.031183 | Time: 5419.21 ms
[2022-03-30 02:21:00 main:574] : INFO : Epoch 1959 | loss: 0.0311287 | val_loss: 0.0311859 | Time: 5430.35 ms
[2022-03-30 02:21:05 main:574] : INFO : Epoch 1960 | loss: 0.0311316 | val_loss: 0.0311853 | Time: 5398.49 ms
[2022-03-30 02:21:11 main:574] : INFO : Epoch 1961 | loss: 0.0311248 | val_loss: 0.0311787 | Time: 5449.05 ms
[2022-03-30 02:21:16 main:574] : INFO : Epoch 1962 | loss: 0.0311267 | val_loss: 0.0311897 | Time: 5376.23 ms
[2022-03-30 02:21:21 main:574] : INFO : Epoch 1963 | loss: 0.031127 | val_loss: 0.0311813 | Time: 5449.64 ms
[2022-03-30 02:21:27 main:574] : INFO : Epoch 1964 | loss: 0.0311263 | val_loss: 0.0311826 | Time: 5470.96 ms
[2022-03-30 02:21:33 main:574] : INFO : Epoch 1965 | loss: 0.0311222 | val_loss: 0.0311851 | Time: 5728.87 ms
[2022-03-30 02:21:39 main:574] : INFO : Epoch 1966 | loss: 0.0311256 | val_loss: 0.0311885 | Time: 5984.51 ms
[2022-03-30 02:21:44 main:574] : INFO : Epoch 1967 | loss: 0.0311239 | val_loss: 0.0311826 | Time: 5630.25 ms
[2022-03-30 02:21:50 main:574] : INFO : Epoch 1968 | loss: 0.0311261 | val_loss: 0.0311941 | Time: 5413.96 ms
[2022-03-30 02:21:55 main:574] : INFO : Epoch 1969 | loss: 0.0311281 | val_loss: 0.0311808 | Time: 5543.15 ms
[2022-03-30 02:22:01 main:574] : INFO : Epoch 1970 | loss: 0.0311229 | val_loss: 0.0311833 | Time: 5380.98 ms
[2022-03-30 02:22:06 main:574] : INFO : Epoch 1971 | loss: 0.0311228 | val_loss: 0.031181 | Time: 5451.68 ms
[2022-03-30 02:22:12 main:574] : INFO : Epoch 1972 | loss: 0.0311249 | val_loss: 0.0311864 | Time: 6058.52 ms
[2022-03-30 02:22:18 main:574] : INFO : Epoch 1973 | loss: 0.0311236 | val_loss: 0.0311805 | Time: 5676.66 ms
[2022-03-30 02:22:24 main:574] : INFO : Epoch 1974 | loss: 0.0311217 | val_loss: 0.0311829 | Time: 5748.66 ms
[2022-03-30 02:22:29 main:574] : INFO : Epoch 1975 | loss: 0.0311248 | val_loss: 0.0311827 | Time: 5401.63 ms
[2022-03-30 02:22:34 main:574] : INFO : Epoch 1976 | loss: 0.0311213 | val_loss: 0.0311871 | Time: 5477.23 ms
[2022-03-30 02:22:40 main:574] : INFO : Epoch 1977 | loss: 0.0311257 | val_loss: 0.0311822 | Time: 5432.43 ms
[2022-03-30 02:22:45 main:574] : INFO : Epoch 1978 | loss: 0.031125 | val_loss: 0.0311908 | Time: 5408.63 ms
[2022-03-30 02:22:51 main:574] : INFO : Epoch 1979 | loss: 0.031124 | val_loss: 0.0311843 | Time: 6040.42 ms
[2022-03-30 02:22:57 main:574] : INFO : Epoch 1980 | loss: 0.0311228 | val_loss: 0.0311839 | Time: 5461.01 ms
[2022-03-30 02:23:02 main:574] : INFO : Epoch 1981 | loss: 0.031121 | val_loss: 0.0311911 | Time: 5388.83 ms
[2022-03-30 02:23:08 main:574] : INFO : Epoch 1982 | loss: 0.0311215 | val_loss: 0.0311844 | Time: 5373.79 ms
[2022-03-30 02:23:13 main:574] : INFO : Epoch 1983 | loss: 0.0311205 | val_loss: 0.0311944 | Time: 5399.88 ms
[2022-03-30 02:23:18 main:574] : INFO : Epoch 1984 | loss: 0.0311229 | val_loss: 0.0311792 | Time: 5365.63 ms
[2022-03-30 02:23:24 main:574] : INFO : Epoch 1985 | loss: 0.0311234 | val_loss: 0.0311846 | Time: 5403.74 ms
[2022-03-30 02:23:29 main:574] : INFO : Epoch 1986 | loss: 0.0311201 | val_loss: 0.0311849 | Time: 5432.61 ms
[2022-03-30 02:23:35 main:574] : INFO : Epoch 1987 | loss: 0.031121 | val_loss: 0.0311866 | Time: 5491.16 ms
[2022-03-30 02:23:40 main:574] : INFO : Epoch 1988 | loss: 0.031121 | val_loss: 0.0311861 | Time: 5463.79 ms
[2022-03-30 02:23:46 main:574] : INFO : Epoch 1989 | loss: 0.0311179 | val_loss: 0.0311955 | Time: 5433.76 ms
[2022-03-30 02:23:51 main:574] : INFO : Epoch 1990 | loss: 0.0311259 | val_loss: 0.0311852 | Time: 5346.59 ms
[2022-03-30 02:23:56 main:574] : INFO : Epoch 1991 | loss: 0.031129 | val_loss: 0.0311851 | Time: 5393.08 ms
[2022-03-30 02:24:02 main:574] : INFO : Epoch 1992 | loss: 0.031126 | val_loss: 0.0311867 | Time: 5376.17 ms
[2022-03-30 02:24:07 main:574] : INFO : Epoch 1993 | loss: 0.0311237 | val_loss: 0.0311955 | Time: 5403.2 ms
[2022-03-30 02:24:12 main:574] : INFO : Epoch 1994 | loss: 0.0311201 | val_loss: 0.0311937 | Time: 5350.45 ms
[2022-03-30 02:24:18 main:574] : INFO : Epoch 1995 | loss: 0.0311244 | val_loss: 0.0311917 | Time: 5401.48 ms
[2022-03-30 02:24:23 main:574] : INFO : Epoch 1996 | loss: 0.0311231 | val_loss: 0.0311819 | Time: 5449.18 ms
[2022-03-30 02:24:29 main:574] : INFO : Epoch 1997 | loss: 0.0311172 | val_loss: 0.0311833 | Time: 5472.3 ms
[2022-03-30 02:24:34 main:574] : INFO : Epoch 1998 | loss: 0.0311151 | val_loss: 0.0311856 | Time: 5415.39 ms
[2022-03-30 02:24:40 main:574] : INFO : Epoch 1999 | loss: 0.0311264 | val_loss: 0.0311874 | Time: 6221.62 ms
[2022-03-30 02:24:46 main:574] : INFO : Epoch 2000 | loss: 0.0311195 | val_loss: 0.0311826 | Time: 5483.63 ms
[2022-03-30 02:24:51 main:574] : INFO : Epoch 2001 | loss: 0.0311253 | val_loss: 0.0311943 | Time: 5450.13 ms
[2022-03-30 02:24:57 main:574] : INFO : Epoch 2002 | loss: 0.0311273 | val_loss: 0.0311823 | Time: 5517.28 ms
[2022-03-30 02:25:02 main:574] : INFO : Epoch 2003 | loss: 0.0311251 | val_loss: 0.0311814 | Time: 5465.13 ms
[2022-03-30 02:25:08 main:574] : INFO : Epoch 2004 | loss: 0.0311209 | val_loss: 0.0311801 | Time: 5466.95 ms
[2022-03-30 02:25:13 main:574] : INFO : Epoch 2005 | loss: 0.0311206 | val_loss: 0.0311774 | Time: 5458.48 ms
[2022-03-30 02:25:19 main:574] : INFO : Epoch 2006 | loss: 0.0311242 | val_loss: 0.0311792 | Time: 5372.48 ms
[2022-03-30 02:25:24 main:574] : INFO : Epoch 2007 | loss: 0.0311197 | val_loss: 0.0311864 | Time: 5460.4 ms
[2022-03-30 02:25:30 main:574] : INFO : Epoch 2008 | loss: 0.0311206 | val_loss: 0.0311775 | Time: 5401.99 ms
[2022-03-30 02:25:35 main:574] : INFO : Epoch 2009 | loss: 0.0311233 | val_loss: 0.0311817 | Time: 5460.12 ms
[2022-03-30 02:25:41 main:574] : INFO : Epoch 2010 | loss: 0.0311191 | val_loss: 0.0311836 | Time: 5764.62 ms
[2022-03-30 02:25:46 main:574] : INFO : Epoch 2011 | loss: 0.0311141 | val_loss: 0.0311856 | Time: 5629.17 ms
[2022-03-30 02:25:52 main:574] : INFO : Epoch 2012 | loss: 0.0311131 | val_loss: 0.0311843 | Time: 5643.33 ms
[2022-03-30 02:25:58 main:574] : INFO : Epoch 2013 | loss: 0.0311135 | val_loss: 0.0311806 | Time: 5455.87 ms
[2022-03-30 02:26:03 main:574] : INFO : Epoch 2014 | loss: 0.0311122 | val_loss: 0.0311843 | Time: 5405.05 ms
[2022-03-30 02:26:08 main:574] : INFO : Epoch 2015 | loss: 0.0311135 | val_loss: 0.0311872 | Time: 5429.47 ms
[2022-03-30 02:26:14 main:574] : INFO : Epoch 2016 | loss: 0.0311144 | val_loss: 0.0311949 | Time: 5426.3 ms
[2022-03-30 02:26:19 main:574] : INFO : Epoch 2017 | loss: 0.0311163 | val_loss: 0.0311871 | Time: 5430.16 ms
[2022-03-30 02:26:25 main:574] : INFO : Epoch 2018 | loss: 0.0311262 | val_loss: 0.0311841 | Time: 5423.06 ms
[2022-03-30 02:26:30 main:574] : INFO : Epoch 2019 | loss: 0.0311222 | val_loss: 0.0311842 | Time: 5392.72 ms
[2022-03-30 02:26:36 main:574] : INFO : Epoch 2020 | loss: 0.0311145 | val_loss: 0.0311764 | Time: 5550.69 ms
[2022-03-30 02:26:41 main:574] : INFO : Epoch 2021 | loss: 0.031114 | val_loss: 0.0311832 | Time: 5759.3 ms
[2022-03-30 02:26:47 main:574] : INFO : Epoch 2022 | loss: 0.0311133 | val_loss: 0.031182 | Time: 5468.05 ms
[2022-03-30 02:26:52 main:574] : INFO : Epoch 2023 | loss: 0.0311133 | val_loss: 0.031187 | Time: 5466.7 ms
[2022-03-30 02:26:58 main:574] : INFO : Epoch 2024 | loss: 0.0311172 | val_loss: 0.0311819 | Time: 5390.88 ms
[2022-03-30 02:27:03 main:574] : INFO : Epoch 2025 | loss: 0.0311128 | val_loss: 0.0311889 | Time: 5399.13 ms
[2022-03-30 02:27:09 main:574] : INFO : Epoch 2026 | loss: 0.0311122 | val_loss: 0.0311829 | Time: 5443.1 ms
[2022-03-30 02:27:14 main:574] : INFO : Epoch 2027 | loss: 0.03112 | val_loss: 0.0311796 | Time: 5472.41 ms
[2022-03-30 02:27:20 main:574] : INFO : Epoch 2028 | loss: 0.0311204 | val_loss: 0.0311789 | Time: 5449.53 ms
[2022-03-30 02:27:26 main:574] : INFO : Epoch 2029 | loss: 0.0311156 | val_loss: 0.0311794 | Time: 5897.3 ms
[2022-03-30 02:27:31 main:574] : INFO : Epoch 2030 | loss: 0.0311138 | val_loss: 0.0311847 | Time: 5881.41 ms
[2022-03-30 02:27:37 main:574] : INFO : Epoch 2031 | loss: 0.0311135 | val_loss: 0.031189 | Time: 5504.55 ms
[2022-03-30 02:27:42 main:574] : INFO : Epoch 2032 | loss: 0.031124 | val_loss: 0.0311804 | Time: 5467.1 ms
[2022-03-30 02:27:48 main:574] : INFO : Epoch 2033 | loss: 0.0311294 | val_loss: 0.0311802 | Time: 5465.87 ms
[2022-03-30 02:27:53 main:574] : INFO : Epoch 2034 | loss: 0.0311235 | val_loss: 0.0311772 | Time: 5390.52 ms
[2022-03-30 02:27:59 main:574] : INFO : Epoch 2035 | loss: 0.0311168 | val_loss: 0.0311793 | Time: 5456.84 ms
[2022-03-30 02:28:04 main:574] : INFO : Epoch 2036 | loss: 0.0311131 | val_loss: 0.0311837 | Time: 5356.52 ms
[2022-03-30 02:28:09 main:574] : INFO : Epoch 2037 | loss: 0.0311134 | val_loss: 0.0311858 | Time: 5377.71 ms
[2022-03-30 02:28:15 main:574] : INFO : Epoch 2038 | loss: 0.0311144 | val_loss: 0.0311797 | Time: 5356.66 ms
[2022-03-30 02:28:20 main:574] : INFO : Epoch 2039 | loss: 0.031113 | val_loss: 0.0311849 | Time: 5436.53 ms
[2022-03-30 02:28:26 main:574] : INFO : Epoch 2040 | loss: 0.0311081 | val_loss: 0.0311963 | Time: 5593.66 ms
[2022-03-30 02:28:31 main:574] : INFO : Epoch 2041 | loss: 0.0311056 | val_loss: 0.0311971 | Time: 5312.92 ms
[2022-03-30 02:28:37 main:574] : INFO : Epoch 2042 | loss: 0.03111 | val_loss: 0.0311904 | Time: 5369.15 ms
[2022-03-30 02:28:42 main:574] : INFO : Epoch 2043 | loss: 0.0311132 | val_loss: 0.0311763 | Time: 5402.98 ms
[2022-03-30 02:28:47 main:574] : INFO : Epoch 2044 | loss: 0.0311159 | val_loss: 0.0311791 | Time: 5345.97 ms
[2022-03-30 02:28:53 main:574] : INFO : Epoch 2045 | loss: 0.031114 | val_loss: 0.0311832 | Time: 5380.55 ms
[2022-03-30 02:28:58 main:574] : INFO : Epoch 2046 | loss: 0.0311174 | val_loss: 0.0311836 | Time: 5428.08 ms
[2022-03-30 02:29:04 main:574] : INFO : Epoch 2047 | loss: 0.0311121 | val_loss: 0.0311892 | Time: 5358.24 ms
[2022-03-30 02:29:09 main:574] : INFO : Epoch 2048 | loss: 0.0311106 | val_loss: 0.0311808 | Time: 5380.34 ms
[2022-03-30 02:29:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311808
[2022-03-30 02:29:09 main:603] : INFO : Saving end state to config to file
[2022-03-30 02:29:09 main:608] : INFO : Success, exiting..
02:29:09 (5860): 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)