Task 12548129
| Name | ParityModified-1645996626-12009-2-0_0 |
| Workunit | 9710819 |
| Created | 4 Mar 2022, 19:08:10 UTC |
| Sent | 7 Mar 2022, 14:39:35 UTC |
| Report deadline | 15 Mar 2022, 14:39:35 UTC |
| Received | 7 Mar 2022, 17:40:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 11 sec |
| CPU time | 1 hours 12 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 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: 0.0311723 | val_loss: 0.031189 | Time: 2159.53 ms
[2022-03-07 10:21:37 main:574] : INFO : Epoch 1543 | loss: 0.0311723 | val_loss: 0.0311892 | Time: 2160.32 ms
[2022-03-07 10:21:39 main:574] : INFO : Epoch 1544 | loss: 0.0311723 | val_loss: 0.0311887 | Time: 2158.32 ms
[2022-03-07 10:21:41 main:574] : INFO : Epoch 1545 | loss: 0.0311729 | val_loss: 0.0311873 | Time: 2164.41 ms
[2022-03-07 10:21:44 main:574] : INFO : Epoch 1546 | loss: 0.0311719 | val_loss: 0.0311888 | Time: 2159.3 ms
[2022-03-07 10:21:46 main:574] : INFO : Epoch 1547 | loss: 0.0311751 | val_loss: 0.0311878 | Time: 2160.11 ms
[2022-03-07 10:21:48 main:574] : INFO : Epoch 1548 | loss: 0.031178 | val_loss: 0.0311961 | Time: 2159.33 ms
[2022-03-07 10:21:50 main:574] : INFO : Epoch 1549 | loss: 0.0311781 | val_loss: 0.0311947 | Time: 2160.87 ms
[2022-03-07 10:21:52 main:574] : INFO : Epoch 1550 | loss: 0.0311784 | val_loss: 0.0311899 | Time: 2163.48 ms
[2022-03-07 10:21:54 main:574] : INFO : Epoch 1551 | loss: 0.0311745 | val_loss: 0.031186 | Time: 2159.57 ms
[2022-03-07 10:21:57 main:574] : INFO : Epoch 1552 | loss: 0.0311725 | val_loss: 0.0311862 | Time: 2160.62 ms
[2022-03-07 10:21:59 main:574] : INFO : Epoch 1553 | loss: 0.031173 | val_loss: 0.0311866 | Time: 2159 ms
[2022-03-07 10:22:01 main:574] : INFO : Epoch 1554 | loss: 0.0311737 | val_loss: 0.031187 | Time: 2160.06 ms
[2022-03-07 10:22:03 main:574] : INFO : Epoch 1555 | loss: 0.0311724 | val_loss: 0.0311885 | Time: 2159.44 ms
[2022-03-07 10:22:05 main:574] : INFO : Epoch 1556 | loss: 0.0311744 | val_loss: 0.0311879 | Time: 2158.87 ms
[2022-03-07 10:22:07 main:574] : INFO : Epoch 1557 | loss: 0.031174 | val_loss: 0.0311871 | Time: 2159.11 ms
[2022-03-07 10:22:10 main:574] : INFO : Epoch 1558 | loss: 0.031173 | val_loss: 0.0311885 | Time: 2157.97 ms
[2022-03-07 10:22:12 main:574] : INFO : Epoch 1559 | loss: 0.0311747 | val_loss: 0.0311888 | Time: 2159.11 ms
[2022-03-07 10:22:14 main:574] : INFO : Epoch 1560 | loss: 0.0311712 | val_loss: 0.0311882 | Time: 2160.47 ms
[2022-03-07 10:22:16 main:574] : INFO : Epoch 1561 | loss: 0.0311722 | val_loss: 0.0311896 | Time: 2159.75 ms
[2022-03-07 10:22:18 main:574] : INFO : Epoch 1562 | loss: 0.0311726 | val_loss: 0.0311877 | Time: 2163.04 ms
[2022-03-07 10:22:20 main:574] : INFO : Epoch 1563 | loss: 0.0311718 | val_loss: 0.0311857 | Time: 2160.44 ms
[2022-03-07 10:22:23 main:574] : INFO : Epoch 1564 | loss: 0.0311708 | val_loss: 0.0311885 | Time: 2159.3 ms
[2022-03-07 10:22:25 main:574] : INFO : Epoch 1565 | loss: 0.0311729 | val_loss: 0.0311893 | Time: 2158.69 ms
[2022-03-07 10:22:27 main:574] : INFO : Epoch 1566 | loss: 0.0311717 | val_loss: 0.0311858 | Time: 2163.7 ms
[2022-03-07 10:22:29 main:574] : INFO : Epoch 1567 | loss: 0.0311715 | val_loss: 0.0311858 | Time: 2159.29 ms
[2022-03-07 10:22:31 main:574] : INFO : Epoch 1568 | loss: 0.0311705 | val_loss: 0.0311857 | Time: 2160.96 ms
[2022-03-07 10:22:33 main:574] : INFO : Epoch 1569 | loss: 0.0311705 | val_loss: 0.031188 | Time: 2160.34 ms
[2022-03-07 10:22:35 main:574] : INFO : Epoch 1570 | loss: 0.0311696 | val_loss: 0.0311867 | Time: 2158.95 ms
[2022-03-07 10:22:38 main:574] : INFO : Epoch 1571 | loss: 0.031173 | val_loss: 0.0311859 | Time: 2159.11 ms
[2022-03-07 10:22:40 main:574] : INFO : Epoch 1572 | loss: 0.0311705 | val_loss: 0.0311896 | Time: 2160.82 ms
[2022-03-07 10:22:42 main:574] : INFO : Epoch 1573 | loss: 0.0311704 | val_loss: 0.0311852 | Time: 2158.92 ms
[2022-03-07 10:22:44 main:574] : INFO : Epoch 1574 | loss: 0.0311699 | val_loss: 0.0311863 | Time: 2160.43 ms
[2022-03-07 10:22:46 main:574] : INFO : Epoch 1575 | loss: 0.0311694 | val_loss: 0.031186 | Time: 2158.98 ms
[2022-03-07 10:22:48 main:574] : INFO : Epoch 1576 | loss: 0.0311697 | val_loss: 0.0311862 | Time: 2160.74 ms
[2022-03-07 10:22:51 main:574] : INFO : Epoch 1577 | loss: 0.0311693 | val_loss: 0.0311859 | Time: 2158.98 ms
[2022-03-07 10:22:53 main:574] : INFO : Epoch 1578 | loss: 0.0311719 | val_loss: 0.0311861 | Time: 2159.36 ms
[2022-03-07 10:22:55 main:574] : INFO : Epoch 1579 | loss: 0.0311708 | val_loss: 0.0311878 | Time: 2159.75 ms
[2022-03-07 10:22:57 main:574] : INFO : Epoch 1580 | loss: 0.0311705 | val_loss: 0.0311858 | Time: 2159.96 ms
[2022-03-07 10:22:59 main:574] : INFO : Epoch 1581 | loss: 0.0311686 | val_loss: 0.0311863 | Time: 2163.56 ms
[2022-03-07 10:23:01 main:574] : INFO : Epoch 1582 | loss: 0.0311684 | val_loss: 0.0311877 | Time: 2160.81 ms
[2022-03-07 10:23:04 main:574] : INFO : Epoch 1583 | loss: 0.0311701 | val_loss: 0.0311871 | Time: 2160.91 ms
[2022-03-07 10:23:06 main:574] : INFO : Epoch 1584 | loss: 0.0311695 | val_loss: 0.0311873 | Time: 2159.31 ms
[2022-03-07 10:23:08 main:574] : INFO : Epoch 1585 | loss: 0.0311684 | val_loss: 0.0311875 | Time: 2157.71 ms
[2022-03-07 10:23:10 main:574] : INFO : Epoch 1586 | loss: 0.0311677 | val_loss: 0.0311887 | Time: 2159.32 ms
[2022-03-07 10:23:12 main:574] : INFO : Epoch 1587 | loss: 0.0311699 | val_loss: 0.0311886 | Time: 2159.9 ms
[2022-03-07 10:23:14 main:574] : INFO : Epoch 1588 | loss: 0.0311681 | val_loss: 0.0311853 | Time: 2158.98 ms
[2022-03-07 10:23:17 main:574] : INFO : Epoch 1589 | loss: 0.0311678 | val_loss: 0.0311894 | Time: 2158.36 ms
[2022-03-07 10:23:19 main:574] : INFO : Epoch 1590 | loss: 0.0311685 | val_loss: 0.0311859 | Time: 2160.52 ms
[2022-03-07 10:23:21 main:574] : INFO : Epoch 1591 | loss: 0.0311702 | val_loss: 0.0311869 | Time: 2160.14 ms
[2022-03-07 10:23:23 main:574] : INFO : Epoch 1592 | loss: 0.031173 | val_loss: 0.0311876 | Time: 2160.34 ms
[2022-03-07 10:23:25 main:574] : INFO : Epoch 1593 | loss: 0.0311703 | val_loss: 0.0311845 | Time: 2159.17 ms
[2022-03-07 10:23:27 main:574] : INFO : Epoch 1594 | loss: 0.0311712 | val_loss: 0.0311864 | Time: 2159.97 ms
[2022-03-07 10:23:30 main:574] : INFO : Epoch 1595 | loss: 0.0311701 | val_loss: 0.0311862 | Time: 2159.55 ms
[2022-03-07 10:23:32 main:574] : INFO : Epoch 1596 | loss: 0.0311719 | val_loss: 0.0311865 | Time: 2158.05 ms
[2022-03-07 10:23:34 main:574] : INFO : Epoch 1597 | loss: 0.0311704 | val_loss: 0.0311853 | Time: 2158.76 ms
[2022-03-07 10:23:36 main:574] : INFO : Epoch 1598 | loss: 0.0311715 | val_loss: 0.0311879 | Time: 2159.3 ms
[2022-03-07 10:23:38 main:574] : INFO : Epoch 1599 | loss: 0.0311709 | val_loss: 0.0311881 | Time: 2157.67 ms
[2022-03-07 10:23:40 main:574] : INFO : Epoch 1600 | loss: 0.03117 | val_loss: 0.0311894 | Time: 2161.5 ms
[2022-03-07 10:23:42 main:574] : INFO : Epoch 1601 | loss: 0.0311693 | val_loss: 0.0311848 | Time: 2161.59 ms
[2022-03-07 10:23:45 main:574] : INFO : Epoch 1602 | loss: 0.0311699 | val_loss: 0.0311842 | Time: 2162.02 ms
[2022-03-07 10:23:47 main:574] : INFO : Epoch 1603 | loss: 0.0311713 | val_loss: 0.0311832 | Time: 2160.65 ms
[2022-03-07 10:23:49 main:574] : INFO : Epoch 1604 | loss: 0.03117 | val_loss: 0.0311862 | Time: 2158.92 ms
[2022-03-07 10:23:51 main:574] : INFO : Epoch 1605 | loss: 0.031168 | val_loss: 0.0311876 | Time: 2157.23 ms
[2022-03-07 10:23:53 main:574] : INFO : Epoch 1606 | loss: 0.0311703 | val_loss: 0.0311915 | Time: 2160.53 ms
[2022-03-07 10:23:55 main:574] : INFO : Epoch 1607 | loss: 0.0311692 | val_loss: 0.0311866 | Time: 2158.48 ms
[2022-03-07 10:23:58 main:574] : INFO : Epoch 1608 | loss: 0.0311668 | val_loss: 0.0311903 | Time: 2160.94 ms
[2022-03-07 10:24:00 main:574] : INFO : Epoch 1609 | loss: 0.0311675 | val_loss: 0.0311895 | Time: 2158.7 ms
[2022-03-07 10:24:02 main:574] : INFO : Epoch 1610 | loss: 0.0311698 | val_loss: 0.0311863 | Time: 2162.48 ms
[2022-03-07 10:24:04 main:574] : INFO : Epoch 1611 | loss: 0.0311682 | val_loss: 0.0311867 | Time: 2158.44 ms
[2022-03-07 10:24:06 main:574] : INFO : Epoch 1612 | loss: 0.0311666 | val_loss: 0.0311862 | Time: 2159.55 ms
[2022-03-07 10:24:08 main:574] : INFO : Epoch 1613 | loss: 0.0311676 | val_loss: 0.0311879 | Time: 2164.45 ms
[2022-03-07 10:24:11 main:574] : INFO : Epoch 1614 | loss: 0.031166 | val_loss: 0.0311887 | Time: 2158.75 ms
[2022-03-07 10:24:13 main:574] : INFO : Epoch 1615 | loss: 0.0311672 | val_loss: 0.0311891 | Time: 2161.02 ms
[2022-03-07 10:24:15 main:574] : INFO : Epoch 1616 | loss: 0.031168 | val_loss: 0.0311923 | Time: 2159.79 ms
[2022-03-07 10:24:17 main:574] : INFO : Epoch 1617 | loss: 0.0311673 | val_loss: 0.0311944 | Time: 2157.41 ms
[2022-03-07 10:24:19 main:574] : INFO : Epoch 1618 | loss: 0.0311692 | val_loss: 0.0311864 | Time: 2158.88 ms
[2022-03-07 10:24:21 main:574] : INFO : Epoch 1619 | loss: 0.0311681 | val_loss: 0.0311879 | Time: 2161.25 ms
[2022-03-07 10:24:24 main:574] : INFO : Epoch 1620 | loss: 0.0311666 | val_loss: 0.0311892 | Time: 2159.55 ms
[2022-03-07 10:24:26 main:574] : INFO : Epoch 1621 | loss: 0.0311668 | val_loss: 0.0311886 | Time: 2159.35 ms
[2022-03-07 10:24:28 main:574] : INFO : Epoch 1622 | loss: 0.0311649 | val_loss: 0.0311898 | Time: 2160.81 ms
[2022-03-07 10:24:30 main:574] : INFO : Epoch 1623 | loss: 0.0311654 | val_loss: 0.0311857 | Time: 2160.74 ms
[2022-03-07 10:24:32 main:574] : INFO : Epoch 1624 | loss: 0.0311655 | val_loss: 0.0311875 | Time: 2161.5 ms
[2022-03-07 10:24:34 main:574] : INFO : Epoch 1625 | loss: 0.0311664 | val_loss: 0.0311889 | Time: 2160.59 ms
[2022-03-07 10:24:37 main:574] : INFO : Epoch 1626 | loss: 0.0311659 | val_loss: 0.031193 | Time: 2159.42 ms
[2022-03-07 10:24:39 main:574] : INFO : Epoch 1627 | loss: 0.0311669 | val_loss: 0.0311887 | Time: 2159.79 ms
[2022-03-07 10:24:41 main:574] : INFO : Epoch 1628 | loss: 0.0311653 | val_loss: 0.0311898 | Time: 2160.59 ms
[2022-03-07 10:24:43 main:574] : INFO : Epoch 1629 | loss: 0.0311663 | val_loss: 0.0311892 | Time: 2160.74 ms
[2022-03-07 10:24:45 main:574] : INFO : Epoch 1630 | loss: 0.0311661 | val_loss: 0.0311901 | Time: 2159.14 ms
[2022-03-07 10:24:47 main:574] : INFO : Epoch 1631 | loss: 0.0311647 | val_loss: 0.0311904 | Time: 2159.91 ms
[2022-03-07 10:24:50 main:574] : INFO : Epoch 1632 | loss: 0.031164 | val_loss: 0.0311894 | Time: 2159.71 ms
[2022-03-07 10:24:52 main:574] : INFO : Epoch 1633 | loss: 0.0311657 | val_loss: 0.0311861 | Time: 2159.45 ms
[2022-03-07 10:24:54 main:574] : INFO : Epoch 1634 | loss: 0.0311794 | val_loss: 0.0311908 | Time: 2159.04 ms
[2022-03-07 10:24:56 main:574] : INFO : Epoch 1635 | loss: 0.031185 | val_loss: 0.0311955 | Time: 2160.3 ms
[2022-03-07 10:24:58 main:574] : INFO : Epoch 1636 | loss: 0.0411328 | val_loss: 0.0321436 | Time: 2161.97 ms
[2022-03-07 10:25:00 main:574] : INFO : Epoch 1637 | loss: 0.0389123 | val_loss: 0.0323515 | Time: 2159.59 ms
[2022-03-07 10:25:02 main:574] : INFO : Epoch 1638 | loss: 0.0317503 | val_loss: 0.0315692 | Time: 2160.52 ms
[2022-03-07 10:25:05 main:574] : INFO : Epoch 1639 | loss: 0.0313504 | val_loss: 0.0312787 | Time: 2159.64 ms
[2022-03-07 10:25:07 main:574] : INFO : Epoch 1640 | loss: 0.0312682 | val_loss: 0.031253 | Time: 2162.14 ms
[2022-03-07 10:25:09 main:574] : INFO : Epoch 1641 | loss: 0.0312539 | val_loss: 0.0312518 | Time: 2159.41 ms
[2022-03-07 10:25:11 main:574] : INFO : Epoch 1642 | loss: 0.031247 | val_loss: 0.0312433 | Time: 2159.27 ms
[2022-03-07 10:25:13 main:574] : INFO : Epoch 1643 | loss: 0.0312428 | val_loss: 0.0312404 | Time: 2159.84 ms
[2022-03-07 10:25:15 main:574] : INFO : Epoch 1644 | loss: 0.0312406 | val_loss: 0.0312367 | Time: 2157.86 ms
[2022-03-07 10:25:18 main:574] : INFO : Epoch 1645 | loss: 0.0312373 | val_loss: 0.0312351 | Time: 2160.22 ms
[2022-03-07 10:25:20 main:574] : INFO : Epoch 1646 | loss: 0.0312366 | val_loss: 0.0312351 | Time: 2161.09 ms
[2022-03-07 10:25:22 main:574] : INFO : Epoch 1647 | loss: 0.0312355 | val_loss: 0.0312308 | Time: 2165.02 ms
[2022-03-07 10:25:24 main:574] : INFO : Epoch 1648 | loss: 0.0312328 | val_loss: 0.0312306 | Time: 2161.29 ms
[2022-03-07 10:25:26 main:574] : INFO : Epoch 1649 | loss: 0.0312323 | val_loss: 0.03123 | Time: 2160.59 ms
[2022-03-07 10:25:28 main:574] : INFO : Epoch 1650 | loss: 0.0312313 | val_loss: 0.0312283 | Time: 2162.26 ms
[2022-03-07 10:25:31 main:574] : INFO : Epoch 1651 | loss: 0.0312301 | val_loss: 0.0312275 | Time: 2158.66 ms
[2022-03-07 10:25:33 main:574] : INFO : Epoch 1652 | loss: 0.0312291 | val_loss: 0.0312269 | Time: 2159.86 ms
[2022-03-07 10:25:35 main:574] : INFO : Epoch 1653 | loss: 0.0312296 | val_loss: 0.0312285 | Time: 2158.3 ms
[2022-03-07 10:25:37 main:574] : INFO : Epoch 1654 | loss: 0.0312297 | val_loss: 0.0312326 | Time: 2159.98 ms
[2022-03-07 10:25:39 main:574] : INFO : Epoch 1655 | loss: 0.0312291 | val_loss: 0.031227 | Time: 2158.89 ms
[2022-03-07 10:25:41 main:574] : INFO : Epoch 1656 | loss: 0.0312311 | val_loss: 0.0312255 | Time: 2161.85 ms
[2022-03-07 10:25:44 main:574] : INFO : Epoch 1657 | loss: 0.0312282 | val_loss: 0.0312252 | Time: 2159.91 ms
[2022-03-07 10:25:46 main:574] : INFO : Epoch 1658 | loss: 0.031229 | val_loss: 0.0312244 | Time: 2162.33 ms
[2022-03-07 10:25:48 main:574] : INFO : Epoch 1659 | loss: 0.0312307 | val_loss: 0.0312244 | Time: 2159.57 ms
[2022-03-07 10:25:50 main:574] : INFO : Epoch 1660 | loss: 0.0312279 | val_loss: 0.0312249 | Time: 2162.18 ms
[2022-03-07 10:25:52 main:574] : INFO : Epoch 1661 | loss: 0.0312282 | val_loss: 0.0312326 | Time: 2157.99 ms
[2022-03-07 10:25:54 main:574] : INFO : Epoch 1662 | loss: 0.0312294 | val_loss: 0.0312264 | Time: 2160.89 ms
[2022-03-07 10:25:57 main:574] : INFO : Epoch 1663 | loss: 0.0312266 | val_loss: 0.031229 | Time: 2158.27 ms
[2022-03-07 10:25:59 main:574] : INFO : Epoch 1664 | loss: 0.0312267 | val_loss: 0.0312267 | Time: 2160.07 ms
[2022-03-07 10:26:01 main:574] : INFO : Epoch 1665 | loss: 0.0312262 | val_loss: 0.0312257 | Time: 2160.41 ms
[2022-03-07 10:26:03 main:574] : INFO : Epoch 1666 | loss: 0.0312251 | val_loss: 0.0312303 | Time: 2158.32 ms
[2022-03-07 10:26:05 main:574] : INFO : Epoch 1667 | loss: 0.0312263 | val_loss: 0.0312288 | Time: 2160.17 ms
[2022-03-07 10:26:07 main:574] : INFO : Epoch 1668 | loss: 0.0312264 | val_loss: 0.0312267 | Time: 2161.36 ms
[2022-03-07 10:26:10 main:574] : INFO : Epoch 1669 | loss: 0.0312254 | val_loss: 0.0312261 | Time: 2161.34 ms
[2022-03-07 10:26:12 main:574] : INFO : Epoch 1670 | loss: 0.0312243 | val_loss: 0.0312286 | Time: 2159.93 ms
[2022-03-07 10:26:14 main:574] : INFO : Epoch 1671 | loss: 0.0312245 | val_loss: 0.0312262 | Time: 2161.73 ms
[2022-03-07 10:26:16 main:574] : INFO : Epoch 1672 | loss: 0.0312253 | val_loss: 0.0312288 | Time: 2162.74 ms
[2022-03-07 10:26:18 main:574] : INFO : Epoch 1673 | loss: 0.0312254 | val_loss: 0.0312315 | Time: 2159.13 ms
[2022-03-07 10:26:20 main:574] : INFO : Epoch 1674 | loss: 0.0312256 | val_loss: 0.0312293 | Time: 2159.63 ms
[2022-03-07 10:26:22 main:574] : INFO : Epoch 1675 | loss: 0.0312281 | val_loss: 0.0312312 | Time: 2158.78 ms
[2022-03-07 10:26:25 main:574] : INFO : Epoch 1676 | loss: 0.031229 | val_loss: 0.0312317 | Time: 2158.63 ms
[2022-03-07 10:26:27 main:574] : INFO : Epoch 1677 | loss: 0.0312265 | val_loss: 0.0312233 | Time: 2161.47 ms
[2022-03-07 10:26:29 main:574] : INFO : Epoch 1678 | loss: 0.0312253 | val_loss: 0.0312276 | Time: 2159.66 ms
[2022-03-07 10:26:31 main:574] : INFO : Epoch 1679 | loss: 0.0312249 | val_loss: 0.0312234 | Time: 2158.74 ms
[2022-03-07 10:26:33 main:574] : INFO : Epoch 1680 | loss: 0.0312254 | val_loss: 0.0312242 | Time: 2162.22 ms
[2022-03-07 10:26:35 main:574] : INFO : Epoch 1681 | loss: 0.0312263 | val_loss: 0.0312247 | Time: 2160.2 ms
[2022-03-07 10:26:38 main:574] : INFO : Epoch 1682 | loss: 0.031226 | val_loss: 0.0312257 | Time: 2160.29 ms
[2022-03-07 10:26:40 main:574] : INFO : Epoch 1683 | loss: 0.0312313 | val_loss: 0.0312317 | Time: 2161.65 ms
[2022-03-07 10:26:42 main:574] : INFO : Epoch 1684 | loss: 0.0312298 | val_loss: 0.0312246 | Time: 2162.04 ms
[2022-03-07 10:26:44 main:574] : INFO : Epoch 1685 | loss: 0.0312262 | val_loss: 0.0312246 | Time: 2159.18 ms
[2022-03-07 10:26:46 main:574] : INFO : Epoch 1686 | loss: 0.031225 | val_loss: 0.031223 | Time: 2159.01 ms
[2022-03-07 10:26:48 main:574] : INFO : Epoch 1687 | loss: 0.0312245 | val_loss: 0.0312256 | Time: 2160.1 ms
[2022-03-07 10:26:51 main:574] : INFO : Epoch 1688 | loss: 0.0312261 | val_loss: 0.0312236 | Time: 2159.43 ms
[2022-03-07 10:26:53 main:574] : INFO : Epoch 1689 | loss: 0.0312252 | val_loss: 0.0312225 | Time: 2160.82 ms
[2022-03-07 10:26:55 main:574] : INFO : Epoch 1690 | loss: 0.031225 | val_loss: 0.0312223 | Time: 2162.75 ms
[2022-03-07 10:26:57 main:574] : INFO : Epoch 1691 | loss: 0.0312269 | val_loss: 0.0312252 | Time: 2159.39 ms
[2022-03-07 10:26:59 main:574] : INFO : Epoch 1692 | loss: 0.0312273 | val_loss: 0.0312225 | Time: 2160.64 ms
[2022-03-07 10:27:01 main:574] : INFO : Epoch 1693 | loss: 0.0312261 | val_loss: 0.0312246 | Time: 2158.8 ms
[2022-03-07 10:27:04 main:574] : INFO : Epoch 1694 | loss: 0.0312259 | val_loss: 0.031226 | Time: 2157.2 ms
[2022-03-07 10:27:06 main:574] : INFO : Epoch 1695 | loss: 0.0312247 | val_loss: 0.0312226 | Time: 2159.14 ms
[2022-03-07 10:27:08 main:574] : INFO : Epoch 1696 | loss: 0.0312241 | val_loss: 0.0312257 | Time: 2158.96 ms
[2022-03-07 10:27:10 main:574] : INFO : Epoch 1697 | loss: 0.0312242 | val_loss: 0.031223 | Time: 2159.57 ms
[2022-03-07 10:27:12 main:574] : INFO : Epoch 1698 | loss: 0.0312251 | val_loss: 0.031222 | Time: 2160.72 ms
[2022-03-07 10:27:14 main:574] : INFO : Epoch 1699 | loss: 0.0312245 | val_loss: 0.0312245 | Time: 2162.67 ms
[2022-03-07 10:27:17 main:574] : INFO : Epoch 1700 | loss: 0.0312252 | val_loss: 0.0312241 | Time: 2160.72 ms
[2022-03-07 10:27:19 main:574] : INFO : Epoch 1701 | loss: 0.0312284 | val_loss: 0.0312224 | Time: 2159.16 ms
[2022-03-07 10:27:21 main:574] : INFO : Epoch 1702 | loss: 0.0312266 | val_loss: 0.0312251 | Time: 2158.17 ms
[2022-03-07 10:27:23 main:574] : INFO : Epoch 1703 | loss: 0.0312258 | val_loss: 0.0312275 | Time: 2162.94 ms
[2022-03-07 10:27:25 main:574] : INFO : Epoch 1704 | loss: 0.0312253 | val_loss: 0.0312235 | Time: 2159.47 ms
[2022-03-07 10:27:27 main:574] : INFO : Epoch 1705 | loss: 0.0312256 | val_loss: 0.0312292 | Time: 2158.71 ms
[2022-03-07 10:27:30 main:574] : INFO : Epoch 1706 | loss: 0.0312262 | val_loss: 0.0312268 | Time: 2158.95 ms
[2022-03-07 10:27:32 main:574] : INFO : Epoch 1707 | loss: 0.0312258 | val_loss: 0.0312275 | Time: 2159.02 ms
[2022-03-07 10:27:34 main:574] : INFO : Epoch 1708 | loss: 0.0312273 | val_loss: 0.0312282 | Time: 2158.89 ms
[2022-03-07 10:27:36 main:574] : INFO : Epoch 1709 | loss: 0.031228 | val_loss: 0.0312235 | Time: 2160.27 ms
[2022-03-07 10:27:38 main:574] : INFO : Epoch 1710 | loss: 0.0312259 | val_loss: 0.0312229 | Time: 2160.92 ms
[2022-03-07 10:27:40 main:574] : INFO : Epoch 1711 | loss: 0.0312257 | val_loss: 0.031223 | Time: 2160.3 ms
[2022-03-07 10:27:42 main:574] : INFO : Epoch 1712 | loss: 0.0312248 | val_loss: 0.0312217 | Time: 2162.36 ms
[2022-03-07 10:27:45 main:574] : INFO : Epoch 1713 | loss: 0.0312245 | val_loss: 0.0312247 | Time: 2162.01 ms
[2022-03-07 10:27:47 main:574] : INFO : Epoch 1714 | loss: 0.0312288 | val_loss: 0.0312268 | Time: 2160.68 ms
[2022-03-07 10:27:49 main:574] : INFO : Epoch 1715 | loss: 0.0312267 | val_loss: 0.0312214 | Time: 2162.34 ms
[2022-03-07 10:27:51 main:574] : INFO : Epoch 1716 | loss: 0.0312252 | val_loss: 0.0312277 | Time: 2160.78 ms
[2022-03-07 10:27:53 main:574] : INFO : Epoch 1717 | loss: 0.031226 | val_loss: 0.0312235 | Time: 2161.61 ms
[2022-03-07 10:27:55 main:574] : INFO : Epoch 1718 | loss: 0.031225 | val_loss: 0.0312217 | Time: 2159.11 ms
[2022-03-07 10:27:58 main:574] : INFO : Epoch 1719 | loss: 0.0312243 | val_loss: 0.0312213 | Time: 2161.14 ms
[2022-03-07 10:28:00 main:574] : INFO : Epoch 1720 | loss: 0.0312249 | val_loss: 0.0312249 | Time: 2158.26 ms
[2022-03-07 10:28:02 main:574] : INFO : Epoch 1721 | loss: 0.0312269 | val_loss: 0.0312223 | Time: 2159.31 ms
[2022-03-07 10:28:04 main:574] : INFO : Epoch 1722 | loss: 0.031226 | val_loss: 0.0312265 | Time: 2162.58 ms
[2022-03-07 10:28:06 main:574] : INFO : Epoch 1723 | loss: 0.0312262 | val_loss: 0.0312227 | Time: 2161.43 ms
[2022-03-07 10:28:08 main:574] : INFO : Epoch 1724 | loss: 0.0312258 | val_loss: 0.0312219 | Time: 2162.57 ms
[2022-03-07 10:28:11 main:574] : INFO : Epoch 1725 | loss: 0.0312247 | val_loss: 0.0312224 | Time: 2160.27 ms
[2022-03-07 10:28:13 main:574] : INFO : Epoch 1726 | loss: 0.031225 | val_loss: 0.0312217 | Time: 2162.19 ms
[2022-03-07 10:28:15 main:574] : INFO : Epoch 1727 | loss: 0.0312238 | val_loss: 0.0312223 | Time: 2164.56 ms
[2022-03-07 10:28:17 main:574] : INFO : Epoch 1728 | loss: 0.0312248 | val_loss: 0.0312219 | Time: 2160.36 ms
[2022-03-07 10:28:19 main:574] : INFO : Epoch 1729 | loss: 0.0312267 | val_loss: 0.0312249 | Time: 2159.87 ms
[2022-03-07 10:28:21 main:574] : INFO : Epoch 1730 | loss: 0.0312257 | val_loss: 0.031222 | Time: 2160 ms
[2022-03-07 10:28:24 main:574] : INFO : Epoch 1731 | loss: 0.0312242 | val_loss: 0.0312255 | Time: 2159.05 ms
[2022-03-07 10:28:26 main:574] : INFO : Epoch 1732 | loss: 0.0312266 | val_loss: 0.0312296 | Time: 2159.57 ms
[2022-03-07 10:28:28 main:574] : INFO : Epoch 1733 | loss: 0.0312263 | val_loss: 0.0312219 | Time: 2158.6 ms
[2022-03-07 10:28:30 main:574] : INFO : Epoch 1734 | loss: 0.0312255 | val_loss: 0.0312231 | Time: 2161.37 ms
[2022-03-07 10:28:32 main:574] : INFO : Epoch 1735 | loss: 0.0312265 | val_loss: 0.0312234 | Time: 2159.37 ms
[2022-03-07 10:28:34 main:574] : INFO : Epoch 1736 | loss: 0.0312241 | val_loss: 0.031226 | Time: 2162.34 ms
[2022-03-07 10:28:37 main:574] : INFO : Epoch 1737 | loss: 0.0312269 | val_loss: 0.0312215 | Time: 2159.43 ms
[2022-03-07 10:28:39 main:574] : INFO : Epoch 1738 | loss: 0.0312245 | val_loss: 0.0312222 | Time: 2160.55 ms
[2022-03-07 10:28:41 main:574] : INFO : Epoch 1739 | loss: 0.0312245 | val_loss: 0.0312281 | Time: 2163.24 ms
[2022-03-07 10:28:43 main:574] : INFO : Epoch 1740 | loss: 0.0312273 | val_loss: 0.0312223 | Time: 2159.07 ms
[2022-03-07 10:28:45 main:574] : INFO : Epoch 1741 | loss: 0.0312281 | val_loss: 0.0312228 | Time: 2159.33 ms
[2022-03-07 10:28:47 main:574] : INFO : Epoch 1742 | loss: 0.0312239 | val_loss: 0.0312217 | Time: 2159.05 ms
[2022-03-07 10:28:50 main:574] : INFO : Epoch 1743 | loss: 0.0312239 | val_loss: 0.0312223 | Time: 2160.83 ms
[2022-03-07 10:28:52 main:574] : INFO : Epoch 1744 | loss: 0.0312249 | val_loss: 0.0312214 | Time: 2160.99 ms
[2022-03-07 10:28:54 main:574] : INFO : Epoch 1745 | loss: 0.0312241 | val_loss: 0.0312244 | Time: 2162 ms
[2022-03-07 10:28:56 main:574] : INFO : Epoch 1746 | loss: 0.0312248 | val_loss: 0.031221 | Time: 2161.53 ms
[2022-03-07 10:28:58 main:574] : INFO : Epoch 1747 | loss: 0.0312229 | val_loss: 0.031221 | Time: 2160.29 ms
[2022-03-07 10:29:00 main:574] : INFO : Epoch 1748 | loss: 0.0312229 | val_loss: 0.0312225 | Time: 2162.23 ms
[2022-03-07 10:29:03 main:574] : INFO : Epoch 1749 | loss: 0.0312237 | val_loss: 0.0312234 | Time: 2162.51 ms
[2022-03-07 10:29:05 main:574] : INFO : Epoch 1750 | loss: 0.0312229 | val_loss: 0.0312217 | Time: 2159.27 ms
[2022-03-07 10:29:07 main:574] : INFO : Epoch 1751 | loss: 0.031223 | val_loss: 0.0312213 | Time: 2159.68 ms
[2022-03-07 10:29:09 main:574] : INFO : Epoch 1752 | loss: 0.0312257 | val_loss: 0.0312268 | Time: 2160.39 ms
[2022-03-07 10:29:11 main:574] : INFO : Epoch 1753 | loss: 0.0312236 | val_loss: 0.0312207 | Time: 2160.94 ms
[2022-03-07 10:29:13 main:574] : INFO : Epoch 1754 | loss: 0.0312229 | val_loss: 0.0312228 | Time: 2159.04 ms
[2022-03-07 10:29:15 main:574] : INFO : Epoch 1755 | loss: 0.0312237 | val_loss: 0.0312227 | Time: 2159.65 ms
[2022-03-07 10:29:18 main:574] : INFO : Epoch 1756 | loss: 0.0312276 | val_loss: 0.0312229 | Time: 2160.48 ms
[2022-03-07 10:29:20 main:574] : INFO : Epoch 1757 | loss: 0.0312267 | val_loss: 0.0312276 | Time: 2161.85 ms
[2022-03-07 10:29:22 main:574] : INFO : Epoch 1758 | loss: 0.0312246 | val_loss: 0.0312234 | Time: 2159.45 ms
[2022-03-07 10:29:24 main:574] : INFO : Epoch 1759 | loss: 0.0312249 | val_loss: 0.0312219 | Time: 2158.71 ms
[2022-03-07 10:29:26 main:574] : INFO : Epoch 1760 | loss: 0.0312242 | val_loss: 0.0312212 | Time: 2157.57 ms
[2022-03-07 10:29:28 main:574] : INFO : Epoch 1761 | loss: 0.031223 | val_loss: 0.0312263 | Time: 2160.42 ms
[2022-03-07 10:29:31 main:574] : INFO : Epoch 1762 | loss: 0.0312262 | val_loss: 0.0312232 | Time: 2157.59 ms
[2022-03-07 10:29:33 main:574] : INFO : Epoch 1763 | loss: 0.0312243 | val_loss: 0.0312204 | Time: 2161.14 ms
[2022-03-07 10:29:35 main:574] : INFO : Epoch 1764 | loss: 0.0312234 | val_loss: 0.0312223 | Time: 2158.87 ms
[2022-03-07 10:29:37 main:574] : INFO : Epoch 1765 | loss: 0.0312253 | val_loss: 0.0312244 | Time: 2160.7 ms
[2022-03-07 10:29:39 main:574] : INFO : Epoch 1766 | loss: 0.0312261 | val_loss: 0.0312267 | Time: 2159.84 ms
[2022-03-07 10:29:41 main:574] : INFO : Epoch 1767 | loss: 0.0312242 | val_loss: 0.0312274 | Time: 2161.1 ms
[2022-03-07 10:29:44 main:574] : INFO : Epoch 1768 | loss: 0.0312246 | val_loss: 0.0312214 | Time: 2163.4 ms
[2022-03-07 10:29:46 main:574] : INFO : Epoch 1769 | loss: 0.0312253 | val_loss: 0.0312234 | Time: 2159.26 ms
[2022-03-07 10:29:48 main:574] : INFO : Epoch 1770 | loss: 0.031224 | val_loss: 0.0312202 | Time: 2161.78 ms
[2022-03-07 10:29:50 main:574] : INFO : Epoch 1771 | loss: 0.0312251 | val_loss: 0.0312258 | Time: 2161.92 ms
[2022-03-07 10:29:52 main:574] : INFO : Epoch 1772 | loss: 0.0312235 | val_loss: 0.0312214 | Time: 2160.05 ms
[2022-03-07 10:29:54 main:574] : INFO : Epoch 1773 | loss: 0.0312238 | val_loss: 0.0312225 | Time: 2159.59 ms
[2022-03-07 10:29:57 main:574] : INFO : Epoch 1774 | loss: 0.0312224 | val_loss: 0.0312217 | Time: 2159.66 ms
[2022-03-07 10:29:59 main:574] : INFO : Epoch 1775 | loss: 0.0312225 | val_loss: 0.0312215 | Time: 2161.63 ms
[2022-03-07 10:30:01 main:574] : INFO : Epoch 1776 | loss: 0.0312244 | val_loss: 0.0312209 | Time: 2158.9 ms
[2022-03-07 10:30:03 main:574] : INFO : Epoch 1777 | loss: 0.0312272 | val_loss: 0.0312251 | Time: 2160.5 ms
[2022-03-07 10:30:05 main:574] : INFO : Epoch 1778 | loss: 0.0312236 | val_loss: 0.031222 | Time: 2160.45 ms
[2022-03-07 10:30:07 main:574] : INFO : Epoch 1779 | loss: 0.031223 | val_loss: 0.0312206 | Time: 2162.63 ms
[2022-03-07 10:30:10 main:574] : INFO : Epoch 1780 | loss: 0.0312234 | val_loss: 0.0312215 | Time: 2159.17 ms
[2022-03-07 10:30:12 main:574] : INFO : Epoch 1781 | loss: 0.0312248 | val_loss: 0.0312285 | Time: 2160.22 ms
[2022-03-07 10:30:14 main:574] : INFO : Epoch 1782 | loss: 0.0312253 | val_loss: 0.0312208 | Time: 2158.68 ms
[2022-03-07 10:30:16 main:574] : INFO : Epoch 1783 | loss: 0.031226 | val_loss: 0.0312229 | Time: 2157.66 ms
[2022-03-07 10:30:18 main:574] : INFO : Epoch 1784 | loss: 0.0312249 | val_loss: 0.0312227 | Time: 2159.51 ms
[2022-03-07 10:30:20 main:574] : INFO : Epoch 1785 | loss: 0.0312241 | val_loss: 0.0312204 | Time: 2160.82 ms
[2022-03-07 10:30:23 main:574] : INFO : Epoch 1786 | loss: 0.0312234 | val_loss: 0.0312208 | Time: 2158.71 ms
[2022-03-07 10:30:25 main:574] : INFO : Epoch 1787 | loss: 0.0312227 | val_loss: 0.0312217 | Time: 2159.29 ms
[2022-03-07 10:30:27 main:574] : INFO : Epoch 1788 | loss: 0.0312246 | val_loss: 0.0312202 | Time: 2160.5 ms
[2022-03-07 10:30:29 main:574] : INFO : Epoch 1789 | loss: 0.0312229 | val_loss: 0.0312228 | Time: 2161.64 ms
[2022-03-07 10:30:31 main:574] : INFO : Epoch 1790 | loss: 0.0312227 | val_loss: 0.0312202 | Time: 2160.3 ms
[2022-03-07 10:30:33 main:574] : INFO : Epoch 1791 | loss: 0.0312222 | val_loss: 0.0312226 | Time: 2160.56 ms
[2022-03-07 10:30:35 main:574] : INFO : Epoch 1792 | loss: 0.0312256 | val_loss: 0.0312199 | Time: 2158.32 ms
[2022-03-07 10:30:38 main:574] : INFO : Epoch 1793 | loss: 0.0312233 | val_loss: 0.0312201 | Time: 2160.99 ms
[2022-03-07 10:30:40 main:574] : INFO : Epoch 1794 | loss: 0.0312229 | val_loss: 0.0312217 | Time: 2159.62 ms
[2022-03-07 10:30:42 main:574] : INFO : Epoch 1795 | loss: 0.0312229 | val_loss: 0.0312205 | Time: 2160.12 ms
[2022-03-07 10:30:44 main:574] : INFO : Epoch 1796 | loss: 0.0312254 | val_loss: 0.0312202 | Time: 2159.16 ms
[2022-03-07 10:30:46 main:574] : INFO : Epoch 1797 | loss: 0.0312255 | val_loss: 0.0312198 | Time: 2158.85 ms
[2022-03-07 10:30:48 main:574] : INFO : Epoch 1798 | loss: 0.0312225 | val_loss: 0.0312204 | Time: 2159.03 ms
[2022-03-07 10:30:51 main:574] : INFO : Epoch 1799 | loss: 0.0312261 | val_loss: 0.031221 | Time: 2165.8 ms
[2022-03-07 10:30:53 main:574] : INFO : Epoch 1800 | loss: 0.0312225 | val_loss: 0.0312217 | Time: 2160.3 ms
[2022-03-07 10:30:55 main:574] : INFO : Epoch 1801 | loss: 0.0312284 | val_loss: 0.0312277 | Time: 2159.04 ms
[2022-03-07 10:30:57 main:574] : INFO : Epoch 1802 | loss: 0.03123 | val_loss: 0.0312316 | Time: 2160.71 ms
[2022-03-07 10:30:59 main:574] : INFO : Epoch 1803 | loss: 0.031228 | val_loss: 0.0312284 | Time: 2163.05 ms
[2022-03-07 10:31:01 main:574] : INFO : Epoch 1804 | loss: 0.031226 | val_loss: 0.0312207 | Time: 2160.99 ms
[2022-03-07 10:31:04 main:574] : INFO : Epoch 1805 | loss: 0.0312235 | val_loss: 0.0312227 | Time: 2160.32 ms
[2022-03-07 10:31:06 main:574] : INFO : Epoch 1806 | loss: 0.0312237 | val_loss: 0.0312227 | Time: 2160.09 ms
[2022-03-07 10:31:08 main:574] : INFO : Epoch 1807 | loss: 0.0312234 | val_loss: 0.0312224 | Time: 2159.42 ms
[2022-03-07 10:31:10 main:574] : INFO : Epoch 1808 | loss: 0.0312241 | val_loss: 0.0312223 | Time: 2165.06 ms
[2022-03-07 10:31:12 main:574] : INFO : Epoch 1809 | loss: 0.0312236 | val_loss: 0.031222 | Time: 2160.5 ms
[2022-03-07 10:31:14 main:574] : INFO : Epoch 1810 | loss: 0.0312236 | val_loss: 0.0312205 | Time: 2161.03 ms
[2022-03-07 10:31:17 main:574] : INFO : Epoch 1811 | loss: 0.0312227 | val_loss: 0.0312224 | Time: 2161.13 ms
[2022-03-07 10:31:19 main:574] : INFO : Epoch 1812 | loss: 0.0312233 | val_loss: 0.0312239 | Time: 2161.98 ms
[2022-03-07 10:31:21 main:574] : INFO : Epoch 1813 | loss: 0.0312234 | val_loss: 0.0312205 | Time: 2164.13 ms
[2022-03-07 10:31:23 main:574] : INFO : Epoch 1814 | loss: 0.0312225 | val_loss: 0.0312198 | Time: 2161.78 ms
[2022-03-07 10:31:25 main:574] : INFO : Epoch 1815 | loss: 0.0312235 | val_loss: 0.0312196 | Time: 2158.68 ms
[2022-03-07 10:31:27 main:574] : INFO : Epoch 1816 | loss: 0.0312225 | val_loss: 0.0312201 | Time: 2160.18 ms
[2022-03-07 10:31:30 main:574] : INFO : Epoch 1817 | loss: 0.0312231 | val_loss: 0.0312229 | Time: 2160.13 ms
[2022-03-07 10:31:32 main:574] : INFO : Epoch 1818 | loss: 0.0312261 | val_loss: 0.0312211 | Time: 2158.94 ms
[2022-03-07 10:31:34 main:574] : INFO : Epoch 1819 | loss: 0.031223 | val_loss: 0.0312227 | Time: 2160.78 ms
[2022-03-07 10:31:36 main:574] : INFO : Epoch 1820 | loss: 0.0312253 | val_loss: 0.0312195 | Time: 2158.82 ms
[2022-03-07 10:31:38 main:574] : INFO : Epoch 1821 | loss: 0.0312236 | val_loss: 0.0312197 | Time: 2164.13 ms
[2022-03-07 10:31:40 main:574] : INFO : Epoch 1822 | loss: 0.0312231 | val_loss: 0.031224 | Time: 2160.43 ms
[2022-03-07 10:31:43 main:574] : INFO : Epoch 1823 | loss: 0.0312228 | val_loss: 0.0312258 | Time: 2161.1 ms
[2022-03-07 10:31:45 main:574] : INFO : Epoch 1824 | loss: 0.0312296 | val_loss: 0.0312243 | Time: 2162.25 ms
[2022-03-07 10:31:47 main:574] : INFO : Epoch 1825 | loss: 0.0312268 | val_loss: 0.0312322 | Time: 2161.08 ms
[2022-03-07 10:31:49 main:574] : INFO : Epoch 1826 | loss: 0.0312298 | val_loss: 0.0312279 | Time: 2163.56 ms
[2022-03-07 10:31:51 main:574] : INFO : Epoch 1827 | loss: 0.0312278 | val_loss: 0.0312249 | Time: 2159.73 ms
[2022-03-07 10:31:53 main:574] : INFO : Epoch 1828 | loss: 0.0312255 | val_loss: 0.031227 | Time: 2159.04 ms
[2022-03-07 10:31:55 main:574] : INFO : Epoch 1829 | loss: 0.031226 | val_loss: 0.0312198 | Time: 2160.9 ms
[2022-03-07 10:31:58 main:574] : INFO : Epoch 1830 | loss: 0.0312245 | val_loss: 0.03122 | Time: 2157.93 ms
[2022-03-07 10:32:00 main:574] : INFO : Epoch 1831 | loss: 0.0312229 | val_loss: 0.0312213 | Time: 2164.59 ms
[2022-03-07 10:32:02 main:574] : INFO : Epoch 1832 | loss: 0.0312238 | val_loss: 0.0312352 | Time: 2159.76 ms
[2022-03-07 10:32:04 main:574] : INFO : Epoch 1833 | loss: 0.0312253 | val_loss: 0.0312236 | Time: 2159.4 ms
[2022-03-07 10:32:06 main:574] : INFO : Epoch 1834 | loss: 0.0312224 | val_loss: 0.0312207 | Time: 2159.74 ms
[2022-03-07 10:32:08 main:574] : INFO : Epoch 1835 | loss: 0.0312242 | val_loss: 0.0312251 | Time: 2158.63 ms
[2022-03-07 10:32:11 main:574] : INFO : Epoch 1836 | loss: 0.0312254 | val_loss: 0.0312214 | Time: 2162.97 ms
[2022-03-07 10:32:13 main:574] : INFO : Epoch 1837 | loss: 0.0312244 | val_loss: 0.031226 | Time: 2160.26 ms
[2022-03-07 10:32:15 main:574] : INFO : Epoch 1838 | loss: 0.0312244 | val_loss: 0.0312222 | Time: 2159.92 ms
[2022-03-07 10:32:17 main:574] : INFO : Epoch 1839 | loss: 0.0312226 | val_loss: 0.0312195 | Time: 2159.55 ms
[2022-03-07 10:32:19 main:574] : INFO : Epoch 1840 | loss: 0.0312222 | val_loss: 0.0312195 | Time: 2158.86 ms
[2022-03-07 10:32:21 main:574] : INFO : Epoch 1841 | loss: 0.0312223 | val_loss: 0.0312231 | Time: 2158.5 ms
[2022-03-07 10:32:24 main:574] : INFO : Epoch 1842 | loss: 0.0312242 | val_loss: 0.0312196 | Time: 2159.05 ms
[2022-03-07 10:32:26 main:574] : INFO : Epoch 1843 | loss: 0.0312229 | val_loss: 0.0312201 | Time: 2162.64 ms
[2022-03-07 10:32:28 main:574] : INFO : Epoch 1844 | loss: 0.0312227 | val_loss: 0.0312208 | Time: 2159.87 ms
[2022-03-07 10:32:30 main:574] : INFO : Epoch 1845 | loss: 0.0312238 | val_loss: 0.0312228 | Time: 2159.95 ms
[2022-03-07 10:32:32 main:574] : INFO : Epoch 1846 | loss: 0.0312225 | val_loss: 0.0312194 | Time: 2159.12 ms
[2022-03-07 10:32:34 main:574] : INFO : Epoch 1847 | loss: 0.0312221 | val_loss: 0.0312221 | Time: 2161.7 ms
[2022-03-07 10:32:37 main:574] : INFO : Epoch 1848 | loss: 0.031222 | val_loss: 0.0312204 | Time: 2162.93 ms
[2022-03-07 10:32:39 main:574] : INFO : Epoch 1849 | loss: 0.031224 | val_loss: 0.0312237 | Time: 2160.13 ms
[2022-03-07 10:32:41 main:574] : INFO : Epoch 1850 | loss: 0.0312219 | val_loss: 0.0312206 | Time: 2159.44 ms
[2022-03-07 10:32:43 main:574] : INFO : Epoch 1851 | loss: 0.0312222 | val_loss: 0.0312225 | Time: 2159.66 ms
[2022-03-07 10:32:45 main:574] : INFO : Epoch 1852 | loss: 0.0312238 | val_loss: 0.0312219 | Time: 2161.03 ms
[2022-03-07 10:32:47 main:574] : INFO : Epoch 1853 | loss: 0.0312232 | val_loss: 0.0312277 | Time: 2158.95 ms
[2022-03-07 10:32:50 main:574] : INFO : Epoch 1854 | loss: 0.0312282 | val_loss: 0.0312208 | Time: 2161.3 ms
[2022-03-07 10:32:52 main:574] : INFO : Epoch 1855 | loss: 0.0312264 | val_loss: 0.0312317 | Time: 2161.91 ms
[2022-03-07 10:32:54 main:574] : INFO : Epoch 1856 | loss: 0.0312279 | val_loss: 0.0312213 | Time: 2161.7 ms
[2022-03-07 10:32:56 main:574] : INFO : Epoch 1857 | loss: 0.0312254 | val_loss: 0.0312253 | Time: 2159.24 ms
[2022-03-07 10:32:58 main:574] : INFO : Epoch 1858 | loss: 0.0312261 | val_loss: 0.0312233 | Time: 2160.83 ms
[2022-03-07 10:33:00 main:574] : INFO : Epoch 1859 | loss: 0.0312232 | val_loss: 0.0312249 | Time: 2162.72 ms
[2022-03-07 10:33:03 main:574] : INFO : Epoch 1860 | loss: 0.0312244 | val_loss: 0.031222 | Time: 2164.79 ms
[2022-03-07 10:33:05 main:574] : INFO : Epoch 1861 | loss: 0.0312227 | val_loss: 0.0312359 | Time: 2160.69 ms
[2022-03-07 10:33:07 main:574] : INFO : Epoch 1862 | loss: 0.0312274 | val_loss: 0.0312244 | Time: 2159.69 ms
[2022-03-07 10:33:09 main:574] : INFO : Epoch 1863 | loss: 0.0312259 | val_loss: 0.0312259 | Time: 2159.3 ms
[2022-03-07 10:33:11 main:574] : INFO : Epoch 1864 | loss: 0.0312238 | val_loss: 0.0312228 | Time: 2162.07 ms
[2022-03-07 10:33:13 main:574] : INFO : Epoch 1865 | loss: 0.0312248 | val_loss: 0.0312237 | Time: 2160.57 ms
[2022-03-07 10:33:16 main:574] : INFO : Epoch 1866 | loss: 0.031226 | val_loss: 0.0312225 | Time: 2159.44 ms
[2022-03-07 10:33:18 main:574] : INFO : Epoch 1867 | loss: 0.0312254 | val_loss: 0.0312269 | Time: 2158.15 ms
[2022-03-07 10:33:20 main:574] : INFO : Epoch 1868 | loss: 0.0312246 | val_loss: 0.0312255 | Time: 2158.3 ms
[2022-03-07 10:33:22 main:574] : INFO : Epoch 1869 | loss: 0.0312239 | val_loss: 0.0312207 | Time: 2158.33 ms
[2022-03-07 10:33:24 main:574] : INFO : Epoch 1870 | loss: 0.0312231 | val_loss: 0.0312322 | Time: 2160.93 ms
[2022-03-07 10:33:26 main:574] : INFO : Epoch 1871 | loss: 0.0312269 | val_loss: 0.0312221 | Time: 2158.74 ms
[2022-03-07 10:33:28 main:574] : INFO : Epoch 1872 | loss: 0.0312261 | val_loss: 0.0312246 | Time: 2158.8 ms
[2022-03-07 10:33:31 main:574] : INFO : Epoch 1873 | loss: 0.0312229 | val_loss: 0.0312232 | Time: 2159.05 ms
[2022-03-07 10:33:33 main:574] : INFO : Epoch 1874 | loss: 0.031223 | val_loss: 0.0312207 | Time: 2162.5 ms
[2022-03-07 10:33:35 main:574] : INFO : Epoch 1875 | loss: 0.0312223 | val_loss: 0.0312268 | Time: 2161.48 ms
[2022-03-07 10:33:37 main:574] : INFO : Epoch 1876 | loss: 0.0312249 | val_loss: 0.0312233 | Time: 2161.31 ms
[2022-03-07 10:33:39 main:574] : INFO : Epoch 1877 | loss: 0.0312232 | val_loss: 0.0312254 | Time: 2158.99 ms
[2022-03-07 10:33:41 main:574] : INFO : Epoch 1878 | loss: 0.0312252 | val_loss: 0.0312345 | Time: 2162.83 ms
[2022-03-07 10:33:44 main:574] : INFO : Epoch 1879 | loss: 0.0312232 | val_loss: 0.0312247 | Time: 2162.19 ms
[2022-03-07 10:33:46 main:574] : INFO : Epoch 1880 | loss: 0.0312225 | val_loss: 0.0312198 | Time: 2158.58 ms
[2022-03-07 10:33:48 main:574] : INFO : Epoch 1881 | loss: 0.0312232 | val_loss: 0.0312226 | Time: 2159.01 ms
[2022-03-07 10:33:50 main:574] : INFO : Epoch 1882 | loss: 0.0312249 | val_loss: 0.0312205 | Time: 2158.53 ms
[2022-03-07 10:33:52 main:574] : INFO : Epoch 1883 | loss: 0.0312218 | val_loss: 0.0312195 | Time: 2159.4 ms
[2022-03-07 10:33:54 main:574] : INFO : Epoch 1884 | loss: 0.0312233 | val_loss: 0.0312257 | Time: 2159.28 ms
[2022-03-07 10:33:57 main:574] : INFO : Epoch 1885 | loss: 0.0312232 | val_loss: 0.0312199 | Time: 2162.68 ms
[2022-03-07 10:33:59 main:574] : INFO : Epoch 1886 | loss: 0.0312231 | val_loss: 0.0312193 | Time: 2161.45 ms
[2022-03-07 10:34:01 main:574] : INFO : Epoch 1887 | loss: 0.0312224 | val_loss: 0.0312222 | Time: 2162.01 ms
[2022-03-07 10:34:03 main:574] : INFO : Epoch 1888 | loss: 0.0312256 | val_loss: 0.0312196 | Time: 2161.13 ms
[2022-03-07 10:34:05 main:574] : INFO : Epoch 1889 | loss: 0.0312236 | val_loss: 0.0312227 | Time: 2162.29 ms
[2022-03-07 10:34:07 main:574] : INFO : Epoch 1890 | loss: 0.0312293 | val_loss: 0.0312253 | Time: 2159.23 ms
[2022-03-07 10:34:10 main:574] : INFO : Epoch 1891 | loss: 0.0312234 | val_loss: 0.0312234 | Time: 2159.41 ms
[2022-03-07 10:34:12 main:574] : INFO : Epoch 1892 | loss: 0.0312248 | val_loss: 0.0312202 | Time: 2161.85 ms
[2022-03-07 10:34:14 main:574] : INFO : Epoch 1893 | loss: 0.0312264 | val_loss: 0.0312278 | Time: 2160.4 ms
[2022-03-07 10:34:16 main:574] : INFO : Epoch 1894 | loss: 0.0312248 | val_loss: 0.0312207 | Time: 2160.72 ms
[2022-03-07 10:34:18 main:574] : INFO : Epoch 1895 | loss: 0.0312274 | val_loss: 0.0312268 | Time: 2158 ms
[2022-03-07 10:34:20 main:574] : INFO : Epoch 1896 | loss: 0.0312263 | val_loss: 0.0312198 | Time: 2158.57 ms
[2022-03-07 10:34:23 main:574] : INFO : Epoch 1897 | loss: 0.0312261 | val_loss: 0.0312225 | Time: 2159.29 ms
[2022-03-07 10:34:25 main:574] : INFO : Epoch 1898 | loss: 0.0312244 | val_loss: 0.0312239 | Time: 2160.34 ms
[2022-03-07 10:34:27 main:574] : INFO : Epoch 1899 | loss: 0.031226 | val_loss: 0.0312219 | Time: 2159.13 ms
[2022-03-07 10:34:29 main:574] : INFO : Epoch 1900 | loss: 0.031227 | val_loss: 0.0312207 | Time: 2163.35 ms
[2022-03-07 10:34:31 main:574] : INFO : Epoch 1901 | loss: 0.0312236 | val_loss: 0.0312199 | Time: 2159.41 ms
[2022-03-07 10:34:33 main:574] : INFO : Epoch 1902 | loss: 0.031223 | val_loss: 0.03122 | Time: 2161.22 ms
[2022-03-07 10:34:36 main:574] : INFO : Epoch 1903 | loss: 0.0312232 | val_loss: 0.0312249 | Time: 2159.26 ms
[2022-03-07 10:34:38 main:574] : INFO : Epoch 1904 | loss: 0.0312238 | val_loss: 0.0312253 | Time: 2163.24 ms
[2022-03-07 10:34:40 main:574] : INFO : Epoch 1905 | loss: 0.0312245 | val_loss: 0.0312296 | Time: 2160.62 ms
[2022-03-07 10:34:42 main:574] : INFO : Epoch 1906 | loss: 0.031223 | val_loss: 0.0312215 | Time: 2159.85 ms
[2022-03-07 10:34:44 main:574] : INFO : Epoch 1907 | loss: 0.0312247 | val_loss: 0.0312244 | Time: 2160.08 ms
[2022-03-07 10:34:46 main:574] : INFO : Epoch 1908 | loss: 0.0312237 | val_loss: 0.0312225 | Time: 2160.01 ms
[2022-03-07 10:34:48 main:574] : INFO : Epoch 1909 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 2159.02 ms
[2022-03-07 10:34:51 main:574] : INFO : Epoch 1910 | loss: 0.0312244 | val_loss: 0.0312222 | Time: 2159.39 ms
[2022-03-07 10:34:53 main:574] : INFO : Epoch 1911 | loss: 0.0312243 | val_loss: 0.0312199 | Time: 2166.46 ms
[2022-03-07 10:34:55 main:574] : INFO : Epoch 1912 | loss: 0.0312257 | val_loss: 0.0312223 | Time: 2161.75 ms
[2022-03-07 10:34:57 main:574] : INFO : Epoch 1913 | loss: 0.0312235 | val_loss: 0.0312198 | Time: 2160.86 ms
[2022-03-07 10:34:59 main:574] : INFO : Epoch 1914 | loss: 0.0312246 | val_loss: 0.0312252 | Time: 2162.09 ms
[2022-03-07 10:35:01 main:574] : INFO : Epoch 1915 | loss: 0.0312229 | val_loss: 0.0312247 | Time: 2158.94 ms
[2022-03-07 10:35:04 main:574] : INFO : Epoch 1916 | loss: 0.0312238 | val_loss: 0.03122 | Time: 2162.76 ms
[2022-03-07 10:35:06 main:574] : INFO : Epoch 1917 | loss: 0.0312222 | val_loss: 0.0312217 | Time: 2162.7 ms
[2022-03-07 10:35:08 main:574] : INFO : Epoch 1918 | loss: 0.0312237 | val_loss: 0.0312208 | Time: 2158.97 ms
[2022-03-07 10:35:10 main:574] : INFO : Epoch 1919 | loss: 0.0312262 | val_loss: 0.0312266 | Time: 2159.39 ms
[2022-03-07 10:35:12 main:574] : INFO : Epoch 1920 | loss: 0.0312264 | val_loss: 0.031235 | Time: 2160.04 ms
[2022-03-07 10:35:14 main:574] : INFO : Epoch 1921 | loss: 0.0312268 | val_loss: 0.0312239 | Time: 2158.39 ms
[2022-03-07 10:35:17 main:574] : INFO : Epoch 1922 | loss: 0.031226 | val_loss: 0.0312226 | Time: 2160.17 ms
[2022-03-07 10:35:19 main:574] : INFO : Epoch 1923 | loss: 0.0312253 | val_loss: 0.0312223 | Time: 2162.9 ms
[2022-03-07 10:35:21 main:574] : INFO : Epoch 1924 | loss: 0.0312253 | val_loss: 0.0312216 | Time: 2159.3 ms
[2022-03-07 10:35:23 main:574] : INFO : Epoch 1925 | loss: 0.0312258 | val_loss: 0.0312255 | Time: 2161.39 ms
[2022-03-07 10:35:25 main:574] : INFO : Epoch 1926 | loss: 0.0312264 | val_loss: 0.0312269 | Time: 2162.14 ms
[2022-03-07 10:35:27 main:574] : INFO : Epoch 1927 | loss: 0.0312268 | val_loss: 0.0312204 | Time: 2159.85 ms
[2022-03-07 10:35:30 main:574] : INFO : Epoch 1928 | loss: 0.0312231 | val_loss: 0.0312199 | Time: 2159.74 ms
[2022-03-07 10:35:32 main:574] : INFO : Epoch 1929 | loss: 0.0312229 | val_loss: 0.0312203 | Time: 2159.44 ms
[2022-03-07 10:35:34 main:574] : INFO : Epoch 1930 | loss: 0.0312229 | val_loss: 0.0312205 | Time: 2159.43 ms
[2022-03-07 10:35:36 main:574] : INFO : Epoch 1931 | loss: 0.0312224 | val_loss: 0.0312207 | Time: 2159.62 ms
[2022-03-07 10:35:38 main:574] : INFO : Epoch 1932 | loss: 0.0312238 | val_loss: 0.031219 | Time: 2159.51 ms
[2022-03-07 10:35:40 main:574] : INFO : Epoch 1933 | loss: 0.0312232 | val_loss: 0.031221 | Time: 2159.19 ms
[2022-03-07 10:35:43 main:574] : INFO : Epoch 1934 | loss: 0.0312226 | val_loss: 0.0312258 | Time: 2160.98 ms
[2022-03-07 10:35:45 main:574] : INFO : Epoch 1935 | loss: 0.0312236 | val_loss: 0.0312214 | Time: 2160.92 ms
[2022-03-07 10:35:47 main:574] : INFO : Epoch 1936 | loss: 0.0312242 | val_loss: 0.0312222 | Time: 2160.6 ms
[2022-03-07 10:35:49 main:574] : INFO : Epoch 1937 | loss: 0.0312224 | val_loss: 0.0312214 | Time: 2159.4 ms
[2022-03-07 10:35:51 main:574] : INFO : Epoch 1938 | loss: 0.031223 | val_loss: 0.0312196 | Time: 2160.83 ms
[2022-03-07 10:35:53 main:574] : INFO : Epoch 1939 | loss: 0.0312226 | val_loss: 0.0312195 | Time: 2163.33 ms
[2022-03-07 10:35:56 main:574] : INFO : Epoch 1940 | loss: 0.0312276 | val_loss: 0.031221 | Time: 2159.68 ms
[2022-03-07 10:35:58 main:574] : INFO : Epoch 1941 | loss: 0.0312258 | val_loss: 0.0312258 | Time: 2158.76 ms
[2022-03-07 10:36:00 main:574] : INFO : Epoch 1942 | loss: 0.0312231 | val_loss: 0.0312256 | Time: 2158.72 ms
[2022-03-07 10:36:02 main:574] : INFO : Epoch 1943 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 2158.84 ms
[2022-03-07 10:36:04 main:574] : INFO : Epoch 1944 | loss: 0.0312239 | val_loss: 0.0312205 | Time: 2161.53 ms
[2022-03-07 10:36:06 main:574] : INFO : Epoch 1945 | loss: 0.0312229 | val_loss: 0.0312326 | Time: 2162.44 ms
[2022-03-07 10:36:09 main:574] : INFO : Epoch 1946 | loss: 0.0312257 | val_loss: 0.0312198 | Time: 2158.95 ms
[2022-03-07 10:36:11 main:574] : INFO : Epoch 1947 | loss: 0.0312227 | val_loss: 0.0312214 | Time: 2161.14 ms
[2022-03-07 10:36:13 main:574] : INFO : Epoch 1948 | loss: 0.0312227 | val_loss: 0.0312225 | Time: 2160.23 ms
[2022-03-07 10:36:15 main:574] : INFO : Epoch 1949 | loss: 0.0312229 | val_loss: 0.0312243 | Time: 2159.52 ms
[2022-03-07 10:36:17 main:574] : INFO : Epoch 1950 | loss: 0.0312226 | val_loss: 0.0312221 | Time: 2161.01 ms
[2022-03-07 10:36:19 main:574] : INFO : Epoch 1951 | loss: 0.031223 | val_loss: 0.0312213 | Time: 2160.55 ms
[2022-03-07 10:36:21 main:574] : INFO : Epoch 1952 | loss: 0.0312221 | val_loss: 0.03122 | Time: 2159.68 ms
[2022-03-07 10:36:24 main:574] : INFO : Epoch 1953 | loss: 0.0312242 | val_loss: 0.0312205 | Time: 2158.97 ms
[2022-03-07 10:36:26 main:574] : INFO : Epoch 1954 | loss: 0.0312236 | val_loss: 0.0312235 | Time: 2159.49 ms
[2022-03-07 10:36:28 main:574] : INFO : Epoch 1955 | loss: 0.0312262 | val_loss: 0.0312353 | Time: 2159.63 ms
[2022-03-07 10:36:30 main:574] : INFO : Epoch 1956 | loss: 0.0312308 | val_loss: 0.0312261 | Time: 2159.91 ms
[2022-03-07 10:36:32 main:574] : INFO : Epoch 1957 | loss: 0.0312244 | val_loss: 0.0312193 | Time: 2158.84 ms
[2022-03-07 10:36:34 main:574] : INFO : Epoch 1958 | loss: 0.0312233 | val_loss: 0.0312211 | Time: 2160.58 ms
[2022-03-07 10:36:37 main:574] : INFO : Epoch 1959 | loss: 0.0312228 | val_loss: 0.0312205 | Time: 2163.19 ms
[2022-03-07 10:36:39 main:574] : INFO : Epoch 1960 | loss: 0.0312245 | val_loss: 0.0312199 | Time: 2160.33 ms
[2022-03-07 10:36:41 main:574] : INFO : Epoch 1961 | loss: 0.0312236 | val_loss: 0.0312191 | Time: 2162.86 ms
[2022-03-07 10:36:43 main:574] : INFO : Epoch 1962 | loss: 0.0312231 | val_loss: 0.031223 | Time: 2161.47 ms
[2022-03-07 10:36:45 main:574] : INFO : Epoch 1963 | loss: 0.0312249 | val_loss: 0.0312201 | Time: 2159.04 ms
[2022-03-07 10:36:47 main:574] : INFO : Epoch 1964 | loss: 0.0312217 | val_loss: 0.0312195 | Time: 2160.12 ms
[2022-03-07 10:36:50 main:574] : INFO : Epoch 1965 | loss: 0.0312212 | val_loss: 0.0312214 | Time: 2158.29 ms
[2022-03-07 10:36:52 main:574] : INFO : Epoch 1966 | loss: 0.0312231 | val_loss: 0.0312216 | Time: 2160.21 ms
[2022-03-07 10:36:54 main:574] : INFO : Epoch 1967 | loss: 0.031227 | val_loss: 0.0312205 | Time: 2163.91 ms
[2022-03-07 10:36:56 main:574] : INFO : Epoch 1968 | loss: 0.0312257 | val_loss: 0.0312282 | Time: 2160.66 ms
[2022-03-07 10:36:58 main:574] : INFO : Epoch 1969 | loss: 0.0312258 | val_loss: 0.0312215 | Time: 2160.76 ms
[2022-03-07 10:37:00 main:574] : INFO : Epoch 1970 | loss: 0.0312224 | val_loss: 0.0312194 | Time: 2163.85 ms
[2022-03-07 10:37:03 main:574] : INFO : Epoch 1971 | loss: 0.031223 | val_loss: 0.0312217 | Time: 2162.04 ms
[2022-03-07 10:37:05 main:574] : INFO : Epoch 1972 | loss: 0.0312242 | val_loss: 0.0312235 | Time: 2160.75 ms
[2022-03-07 10:37:07 main:574] : INFO : Epoch 1973 | loss: 0.0312248 | val_loss: 0.0312192 | Time: 2160.79 ms
[2022-03-07 10:37:09 main:574] : INFO : Epoch 1974 | loss: 0.0312232 | val_loss: 0.0312258 | Time: 2160.01 ms
[2022-03-07 10:37:11 main:574] : INFO : Epoch 1975 | loss: 0.0312247 | val_loss: 0.0312191 | Time: 2160.96 ms
[2022-03-07 10:37:13 main:574] : INFO : Epoch 1976 | loss: 0.0312233 | val_loss: 0.0312241 | Time: 2157.14 ms
[2022-03-07 10:37:16 main:574] : INFO : Epoch 1977 | loss: 0.0312246 | val_loss: 0.031223 | Time: 2150.97 ms
[2022-03-07 10:37:18 main:574] : INFO : Epoch 1978 | loss: 0.0312273 | val_loss: 0.031225 | Time: 2155.86 ms
[2022-03-07 10:37:20 main:574] : INFO : Epoch 1979 | loss: 0.0312275 | val_loss: 0.0312242 | Time: 2155.84 ms
[2022-03-07 10:37:22 main:574] : INFO : Epoch 1980 | loss: 0.0312257 | val_loss: 0.0312191 | Time: 2155.15 ms
[2022-03-07 10:37:25 main:574] : INFO : Epoch 1981 | loss: 0.031224 | val_loss: 0.0312198 | Time: 2154.44 ms
[2022-03-07 10:37:27 main:574] : INFO : Epoch 1982 | loss: 0.0312247 | val_loss: 0.0312213 | Time: 2157.54 ms
[2022-03-07 10:37:29 main:574] : INFO : Epoch 1983 | loss: 0.0312235 | val_loss: 0.0312207 | Time: 2154.61 ms
[2022-03-07 10:37:32 main:574] : INFO : Epoch 1984 | loss: 0.0312233 | val_loss: 0.0312227 | Time: 2156.55 ms
[2022-03-07 10:37:34 main:574] : INFO : Epoch 1985 | loss: 0.0312229 | val_loss: 0.0312196 | Time: 2159.68 ms
[2022-03-07 10:37:36 main:574] : INFO : Epoch 1986 | loss: 0.0312238 | val_loss: 0.0312198 | Time: 2163.24 ms
[2022-03-07 10:37:38 main:574] : INFO : Epoch 1987 | loss: 0.0312247 | val_loss: 0.0312269 | Time: 2159.84 ms
[2022-03-07 10:37:40 main:574] : INFO : Epoch 1988 | loss: 0.0312231 | val_loss: 0.0312199 | Time: 2164.02 ms
[2022-03-07 10:37:42 main:574] : INFO : Epoch 1989 | loss: 0.0312252 | val_loss: 0.0312206 | Time: 2162.63 ms
[2022-03-07 10:37:45 main:574] : INFO : Epoch 1990 | loss: 0.0312246 | val_loss: 0.0312196 | Time: 2161.03 ms
[2022-03-07 10:37:47 main:574] : INFO : Epoch 1991 | loss: 0.0312232 | val_loss: 0.0312196 | Time: 2160.36 ms
[2022-03-07 10:37:49 main:574] : INFO : Epoch 1992 | loss: 0.0312213 | val_loss: 0.0312216 | Time: 2160.51 ms
[2022-03-07 10:37:51 main:574] : INFO : Epoch 1993 | loss: 0.0312218 | val_loss: 0.0312255 | Time: 2158.35 ms
[2022-03-07 10:37:53 main:574] : INFO : Epoch 1994 | loss: 0.0312272 | val_loss: 0.0312319 | Time: 2159.5 ms
[2022-03-07 10:37:55 main:574] : INFO : Epoch 1995 | loss: 0.0312232 | val_loss: 0.0312193 | Time: 2161.76 ms
[2022-03-07 10:37:58 main:574] : INFO : Epoch 1996 | loss: 0.0312235 | val_loss: 0.031222 | Time: 2160.08 ms
[2022-03-07 10:38:00 main:574] : INFO : Epoch 1997 | loss: 0.0312223 | val_loss: 0.0312187 | Time: 2160.4 ms
[2022-03-07 10:38:02 main:574] : INFO : Epoch 1998 | loss: 0.0312217 | val_loss: 0.0312266 | Time: 2159.47 ms
[2022-03-07 10:38:04 main:574] : INFO : Epoch 1999 | loss: 0.0312259 | val_loss: 0.0312261 | Time: 2159.66 ms
[2022-03-07 10:38:06 main:574] : INFO : Epoch 2000 | loss: 0.0312249 | val_loss: 0.0312259 | Time: 2160.22 ms
[2022-03-07 10:38:08 main:574] : INFO : Epoch 2001 | loss: 0.0312272 | val_loss: 0.0312194 | Time: 2163.68 ms
[2022-03-07 10:38:11 main:574] : INFO : Epoch 2002 | loss: 0.0312235 | val_loss: 0.0312187 | Time: 2159.59 ms
[2022-03-07 10:38:13 main:574] : INFO : Epoch 2003 | loss: 0.0312215 | val_loss: 0.0312199 | Time: 2160.29 ms
[2022-03-07 10:38:15 main:574] : INFO : Epoch 2004 | loss: 0.0312212 | val_loss: 0.0312194 | Time: 2161.29 ms
[2022-03-07 10:38:17 main:574] : INFO : Epoch 2005 | loss: 0.0312221 | val_loss: 0.0312185 | Time: 2162.21 ms
[2022-03-07 10:38:19 main:574] : INFO : Epoch 2006 | loss: 0.0312251 | val_loss: 0.0312324 | Time: 2159.1 ms
[2022-03-07 10:38:21 main:574] : INFO : Epoch 2007 | loss: 0.0312251 | val_loss: 0.0312215 | Time: 2159.44 ms
[2022-03-07 10:38:24 main:574] : INFO : Epoch 2008 | loss: 0.0312237 | val_loss: 0.0312195 | Time: 2165.43 ms
[2022-03-07 10:38:26 main:574] : INFO : Epoch 2009 | loss: 0.0312221 | val_loss: 0.0312204 | Time: 2169.9 ms
[2022-03-07 10:38:28 main:574] : INFO : Epoch 2010 | loss: 0.0312228 | val_loss: 0.0312248 | Time: 2169.31 ms
[2022-03-07 10:38:30 main:574] : INFO : Epoch 2011 | loss: 0.0312275 | val_loss: 0.0312268 | Time: 2157.04 ms
[2022-03-07 10:38:32 main:574] : INFO : Epoch 2012 | loss: 0.0312256 | val_loss: 0.031219 | Time: 2159.51 ms
[2022-03-07 10:38:35 main:574] : INFO : Epoch 2013 | loss: 0.0312218 | val_loss: 0.0312193 | Time: 2160.56 ms
[2022-03-07 10:38:37 main:574] : INFO : Epoch 2014 | loss: 0.0312239 | val_loss: 0.0312223 | Time: 2161.35 ms
[2022-03-07 10:38:39 main:574] : INFO : Epoch 2015 | loss: 0.0312216 | val_loss: 0.0312208 | Time: 2159.26 ms
[2022-03-07 10:38:41 main:574] : INFO : Epoch 2016 | loss: 0.0312226 | val_loss: 0.0312187 | Time: 2160.04 ms
[2022-03-07 10:38:43 main:574] : INFO : Epoch 2017 | loss: 0.031223 | val_loss: 0.0312234 | Time: 2160.14 ms
[2022-03-07 10:38:45 main:574] : INFO : Epoch 2018 | loss: 0.0312231 | val_loss: 0.0312215 | Time: 2159.12 ms
[2022-03-07 10:38:48 main:574] : INFO : Epoch 2019 | loss: 0.031221 | val_loss: 0.031219 | Time: 2162.58 ms
[2022-03-07 10:38:50 main:574] : INFO : Epoch 2020 | loss: 0.0312243 | val_loss: 0.0312188 | Time: 2159.49 ms
[2022-03-07 10:38:52 main:574] : INFO : Epoch 2021 | loss: 0.0312309 | val_loss: 0.0312309 | Time: 2182.9 ms
[2022-03-07 10:38:54 main:574] : INFO : Epoch 2022 | loss: 0.0312249 | val_loss: 0.0312192 | Time: 2163.5 ms
[2022-03-07 10:38:56 main:574] : INFO : Epoch 2023 | loss: 0.031223 | val_loss: 0.031223 | Time: 2160.24 ms
[2022-03-07 10:38:59 main:574] : INFO : Epoch 2024 | loss: 0.0312223 | val_loss: 0.0312205 | Time: 2160.63 ms
[2022-03-07 10:39:01 main:574] : INFO : Epoch 2025 | loss: 0.0312238 | val_loss: 0.0312211 | Time: 2167.73 ms
[2022-03-07 10:39:03 main:574] : INFO : Epoch 2026 | loss: 0.0312236 | val_loss: 0.0312194 | Time: 2171.12 ms
[2022-03-07 10:39:05 main:574] : INFO : Epoch 2027 | loss: 0.03123 | val_loss: 0.0312203 | Time: 2162.99 ms
[2022-03-07 10:39:07 main:574] : INFO : Epoch 2028 | loss: 0.0312275 | val_loss: 0.0312255 | Time: 2159.11 ms
[2022-03-07 10:39:10 main:574] : INFO : Epoch 2029 | loss: 0.031225 | val_loss: 0.0312289 | Time: 2160.65 ms
[2022-03-07 10:39:12 main:574] : INFO : Epoch 2030 | loss: 0.0312272 | val_loss: 0.0312228 | Time: 2162.32 ms
[2022-03-07 10:39:14 main:574] : INFO : Epoch 2031 | loss: 0.0312221 | val_loss: 0.0312195 | Time: 2160.44 ms
[2022-03-07 10:39:16 main:574] : INFO : Epoch 2032 | loss: 0.0312251 | val_loss: 0.0312264 | Time: 2163.62 ms
[2022-03-07 10:39:18 main:574] : INFO : Epoch 2033 | loss: 0.0312255 | val_loss: 0.0312259 | Time: 2161.24 ms
[2022-03-07 10:39:20 main:574] : INFO : Epoch 2034 | loss: 0.0312233 | val_loss: 0.0312188 | Time: 2160.5 ms
[2022-03-07 10:39:23 main:574] : INFO : Epoch 2035 | loss: 0.0312217 | val_loss: 0.0312204 | Time: 2161.14 ms
[2022-03-07 10:39:25 main:574] : INFO : Epoch 2036 | loss: 0.0312217 | val_loss: 0.0312195 | Time: 2158.52 ms
[2022-03-07 10:39:27 main:574] : INFO : Epoch 2037 | loss: 0.0312238 | val_loss: 0.0312231 | Time: 2161.51 ms
[2022-03-07 10:39:29 main:574] : INFO : Epoch 2038 | loss: 0.0312233 | val_loss: 0.0312234 | Time: 2160.29 ms
[2022-03-07 10:39:31 main:574] : INFO : Epoch 2039 | loss: 0.0312234 | val_loss: 0.0312207 | Time: 2161.11 ms
[2022-03-07 10:39:33 main:574] : INFO : Epoch 2040 | loss: 0.0312246 | val_loss: 0.03122 | Time: 2161.05 ms
[2022-03-07 10:39:36 main:574] : INFO : Epoch 2041 | loss: 0.031226 | val_loss: 0.0312303 | Time: 2160.3 ms
[2022-03-07 10:39:38 main:574] : INFO : Epoch 2042 | loss: 0.0312244 | val_loss: 0.0312288 | Time: 2158.86 ms
[2022-03-07 10:39:40 main:574] : INFO : Epoch 2043 | loss: 0.0312258 | val_loss: 0.0312197 | Time: 2160.98 ms
[2022-03-07 10:39:42 main:574] : INFO : Epoch 2044 | loss: 0.0312221 | val_loss: 0.0312187 | Time: 2161.11 ms
[2022-03-07 10:39:44 main:574] : INFO : Epoch 2045 | loss: 0.0312212 | val_loss: 0.0312214 | Time: 2160.25 ms
[2022-03-07 10:39:46 main:574] : INFO : Epoch 2046 | loss: 0.0312234 | val_loss: 0.0312203 | Time: 2161.18 ms
[2022-03-07 10:39:49 main:574] : INFO : Epoch 2047 | loss: 0.0312235 | val_loss: 0.0312219 | Time: 2159.43 ms
[2022-03-07 10:39:51 main:574] : INFO : Epoch 2048 | loss: 0.0312235 | val_loss: 0.0312192 | Time: 2159.24 ms
[2022-03-07 10:39:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312192
[2022-03-07 10:39:51 main:603] : INFO : Saving end state to config to file
[2022-03-07 10:39:51 main:608] : INFO : Success, exiting..
10:39:51 (10848): 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)