Task 13733839
| Name | ParityModified-1647048925-8009-2-0_0 |
| Workunit | 10822055 |
| Created | 25 Mar 2022, 2:01:06 UTC |
| Sent | 31 Mar 2022, 5:15:27 UTC |
| Report deadline | 8 Apr 2022, 5:15:27 UTC |
| Received | 31 Mar 2022, 9:06:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 3 hours 50 min 7 sec |
| CPU time | 3 hours 44 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 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: 0.0310974 | val_loss: 0.0311274 | Time: 7319.16 ms
[2022-03-31 03:05:43 main:574] : INFO : Epoch 1543 | loss: 0.0310982 | val_loss: 0.0311291 | Time: 7439.56 ms
[2022-03-31 03:05:50 main:574] : INFO : Epoch 1544 | loss: 0.031103 | val_loss: 0.031131 | Time: 7064.33 ms
[2022-03-31 03:05:57 main:574] : INFO : Epoch 1545 | loss: 0.0311013 | val_loss: 0.0311298 | Time: 7081.26 ms
[2022-03-31 03:06:04 main:574] : INFO : Epoch 1546 | loss: 0.0310983 | val_loss: 0.0311333 | Time: 6966.35 ms
[2022-03-31 03:06:11 main:574] : INFO : Epoch 1547 | loss: 0.0310971 | val_loss: 0.0311307 | Time: 6629.01 ms
[2022-03-31 03:06:19 main:574] : INFO : Epoch 1548 | loss: 0.0310972 | val_loss: 0.0311314 | Time: 7497.27 ms
[2022-03-31 03:06:27 main:574] : INFO : Epoch 1549 | loss: 0.0310956 | val_loss: 0.0311375 | Time: 8650.29 ms
[2022-03-31 03:06:34 main:574] : INFO : Epoch 1550 | loss: 0.0310958 | val_loss: 0.0311324 | Time: 6817.53 ms
[2022-03-31 03:06:42 main:574] : INFO : Epoch 1551 | loss: 0.0310925 | val_loss: 0.0311272 | Time: 7720.91 ms
[2022-03-31 03:06:49 main:574] : INFO : Epoch 1552 | loss: 0.0310911 | val_loss: 0.0311343 | Time: 7155.25 ms
[2022-03-31 03:06:56 main:574] : INFO : Epoch 1553 | loss: 0.031091 | val_loss: 0.0311294 | Time: 6578.99 ms
[2022-03-31 03:07:02 main:574] : INFO : Epoch 1554 | loss: 0.0310891 | val_loss: 0.0311263 | Time: 6912.14 ms
[2022-03-31 03:07:09 main:574] : INFO : Epoch 1555 | loss: 0.0310892 | val_loss: 0.0311281 | Time: 6344.41 ms
[2022-03-31 03:07:16 main:574] : INFO : Epoch 1556 | loss: 0.0310926 | val_loss: 0.0311278 | Time: 7125.76 ms
[2022-03-31 03:07:23 main:574] : INFO : Epoch 1557 | loss: 0.0310948 | val_loss: 0.031128 | Time: 7186.03 ms
[2022-03-31 03:07:31 main:574] : INFO : Epoch 1558 | loss: 0.03109 | val_loss: 0.0311264 | Time: 7530.04 ms
[2022-03-31 03:07:37 main:574] : INFO : Epoch 1559 | loss: 0.0310896 | val_loss: 0.0311318 | Time: 6596.73 ms
[2022-03-31 03:07:44 main:574] : INFO : Epoch 1560 | loss: 0.0310897 | val_loss: 0.0311263 | Time: 6758.53 ms
[2022-03-31 03:07:52 main:574] : INFO : Epoch 1561 | loss: 0.0310891 | val_loss: 0.0311295 | Time: 7687.22 ms
[2022-03-31 03:07:59 main:574] : INFO : Epoch 1562 | loss: 0.0310919 | val_loss: 0.0311254 | Time: 7549.97 ms
[2022-03-31 03:08:06 main:574] : INFO : Epoch 1563 | loss: 0.0310876 | val_loss: 0.0311307 | Time: 6770.87 ms
[2022-03-31 03:08:13 main:574] : INFO : Epoch 1564 | loss: 0.0310888 | val_loss: 0.0311272 | Time: 7168.44 ms
[2022-03-31 03:08:20 main:574] : INFO : Epoch 1565 | loss: 0.0310853 | val_loss: 0.0311239 | Time: 6813.74 ms
[2022-03-31 03:08:27 main:574] : INFO : Epoch 1566 | loss: 0.031087 | val_loss: 0.031128 | Time: 6547.96 ms
[2022-03-31 03:08:34 main:574] : INFO : Epoch 1567 | loss: 0.0310872 | val_loss: 0.0311275 | Time: 6907.29 ms
[2022-03-31 03:08:40 main:574] : INFO : Epoch 1568 | loss: 0.0310853 | val_loss: 0.0311295 | Time: 6791.36 ms
[2022-03-31 03:08:48 main:574] : INFO : Epoch 1569 | loss: 0.0310896 | val_loss: 0.0311257 | Time: 7148.54 ms
[2022-03-31 03:08:55 main:574] : INFO : Epoch 1570 | loss: 0.0310862 | val_loss: 0.0311258 | Time: 7191.15 ms
[2022-03-31 03:09:02 main:574] : INFO : Epoch 1571 | loss: 0.0310887 | val_loss: 0.0311322 | Time: 7590.74 ms
[2022-03-31 03:09:10 main:574] : INFO : Epoch 1572 | loss: 0.0310844 | val_loss: 0.0311254 | Time: 7481.95 ms
[2022-03-31 03:09:17 main:574] : INFO : Epoch 1573 | loss: 0.0310857 | val_loss: 0.0311244 | Time: 7123.98 ms
[2022-03-31 03:09:24 main:574] : INFO : Epoch 1574 | loss: 0.0310869 | val_loss: 0.0311246 | Time: 7158.59 ms
[2022-03-31 03:09:31 main:574] : INFO : Epoch 1575 | loss: 0.031092 | val_loss: 0.0311228 | Time: 7001.79 ms
[2022-03-31 03:09:38 main:574] : INFO : Epoch 1576 | loss: 0.0310878 | val_loss: 0.03113 | Time: 6616.65 ms
[2022-03-31 03:09:45 main:574] : INFO : Epoch 1577 | loss: 0.0310897 | val_loss: 0.0311305 | Time: 7124.18 ms
[2022-03-31 03:09:53 main:574] : INFO : Epoch 1578 | loss: 0.0310953 | val_loss: 0.0311284 | Time: 7548.67 ms
[2022-03-31 03:10:00 main:574] : INFO : Epoch 1579 | loss: 0.0310899 | val_loss: 0.0311237 | Time: 7647.86 ms
[2022-03-31 03:10:07 main:574] : INFO : Epoch 1580 | loss: 0.031085 | val_loss: 0.0311246 | Time: 7213.9 ms
[2022-03-31 03:10:14 main:574] : INFO : Epoch 1581 | loss: 0.0310846 | val_loss: 0.0311314 | Time: 6421.94 ms
[2022-03-31 03:10:21 main:574] : INFO : Epoch 1582 | loss: 0.0310844 | val_loss: 0.0311275 | Time: 7402.37 ms
[2022-03-31 03:10:29 main:574] : INFO : Epoch 1583 | loss: 0.0310833 | val_loss: 0.0311276 | Time: 7166.01 ms
[2022-03-31 03:10:36 main:574] : INFO : Epoch 1584 | loss: 0.0310827 | val_loss: 0.0311276 | Time: 7351.09 ms
[2022-03-31 03:10:45 main:574] : INFO : Epoch 1585 | loss: 0.0310904 | val_loss: 0.0311267 | Time: 8621.36 ms
[2022-03-31 03:10:52 main:574] : INFO : Epoch 1586 | loss: 0.0310864 | val_loss: 0.0311355 | Time: 7678.52 ms
[2022-03-31 03:10:59 main:574] : INFO : Epoch 1587 | loss: 0.0310885 | val_loss: 0.0311365 | Time: 6769.92 ms
[2022-03-31 03:11:06 main:574] : INFO : Epoch 1588 | loss: 0.0310885 | val_loss: 0.0311304 | Time: 7097.91 ms
[2022-03-31 03:11:13 main:574] : INFO : Epoch 1589 | loss: 0.0310852 | val_loss: 0.0311283 | Time: 6569.37 ms
[2022-03-31 03:11:20 main:574] : INFO : Epoch 1590 | loss: 0.0310835 | val_loss: 0.0311281 | Time: 6801.75 ms
[2022-03-31 03:11:27 main:574] : INFO : Epoch 1591 | loss: 0.0310839 | val_loss: 0.0311369 | Time: 7381.85 ms
[2022-03-31 03:11:34 main:574] : INFO : Epoch 1592 | loss: 0.0310847 | val_loss: 0.0311267 | Time: 6668.62 ms
[2022-03-31 03:11:40 main:574] : INFO : Epoch 1593 | loss: 0.0310841 | val_loss: 0.0311252 | Time: 6780.47 ms
[2022-03-31 03:11:48 main:574] : INFO : Epoch 1594 | loss: 0.0310849 | val_loss: 0.0311288 | Time: 7933.2 ms
[2022-03-31 03:11:55 main:574] : INFO : Epoch 1595 | loss: 0.0311029 | val_loss: 0.0311295 | Time: 6565.51 ms
[2022-03-31 03:12:02 main:574] : INFO : Epoch 1596 | loss: 0.031102 | val_loss: 0.0311332 | Time: 7130.66 ms
[2022-03-31 03:12:10 main:574] : INFO : Epoch 1597 | loss: 0.0310975 | val_loss: 0.0311322 | Time: 7942.32 ms
[2022-03-31 03:12:17 main:574] : INFO : Epoch 1598 | loss: 0.0310946 | val_loss: 0.0311301 | Time: 6486.82 ms
[2022-03-31 03:12:23 main:574] : INFO : Epoch 1599 | loss: 0.0310959 | val_loss: 0.0311312 | Time: 6843.16 ms
[2022-03-31 03:12:30 main:574] : INFO : Epoch 1600 | loss: 0.0310973 | val_loss: 0.0311282 | Time: 7106.75 ms
[2022-03-31 03:12:38 main:574] : INFO : Epoch 1601 | loss: 0.0310954 | val_loss: 0.0311361 | Time: 7206.57 ms
[2022-03-31 03:12:45 main:574] : INFO : Epoch 1602 | loss: 0.031096 | val_loss: 0.0311234 | Time: 6798.25 ms
[2022-03-31 03:12:52 main:574] : INFO : Epoch 1603 | loss: 0.0310932 | val_loss: 0.0311287 | Time: 7428.68 ms
[2022-03-31 03:12:59 main:574] : INFO : Epoch 1604 | loss: 0.0310922 | val_loss: 0.0311274 | Time: 6605.58 ms
[2022-03-31 03:13:06 main:574] : INFO : Epoch 1605 | loss: 0.0310888 | val_loss: 0.0311222 | Time: 7449.05 ms
[2022-03-31 03:13:15 main:574] : INFO : Epoch 1606 | loss: 0.0310866 | val_loss: 0.0311247 | Time: 8625 ms
[2022-03-31 03:13:23 main:574] : INFO : Epoch 1607 | loss: 0.0310852 | val_loss: 0.0311248 | Time: 7762.93 ms
[2022-03-31 03:13:29 main:574] : INFO : Epoch 1608 | loss: 0.0310862 | val_loss: 0.0311232 | Time: 6905.27 ms
[2022-03-31 03:13:36 main:574] : INFO : Epoch 1609 | loss: 0.0310858 | val_loss: 0.0311271 | Time: 6838.75 ms
[2022-03-31 03:13:43 main:574] : INFO : Epoch 1610 | loss: 0.0310854 | val_loss: 0.031127 | Time: 6932.99 ms
[2022-03-31 03:13:50 main:574] : INFO : Epoch 1611 | loss: 0.0310867 | val_loss: 0.0311277 | Time: 7229.9 ms
[2022-03-31 03:13:57 main:574] : INFO : Epoch 1612 | loss: 0.0310903 | val_loss: 0.0311274 | Time: 6756.44 ms
[2022-03-31 03:14:04 main:574] : INFO : Epoch 1613 | loss: 0.0311038 | val_loss: 0.0311292 | Time: 6706.95 ms
[2022-03-31 03:14:11 main:574] : INFO : Epoch 1614 | loss: 0.0311041 | val_loss: 0.0311305 | Time: 6894.17 ms
[2022-03-31 03:14:18 main:574] : INFO : Epoch 1615 | loss: 0.0311005 | val_loss: 0.0311282 | Time: 6790.72 ms
[2022-03-31 03:14:25 main:574] : INFO : Epoch 1616 | loss: 0.0310935 | val_loss: 0.0311239 | Time: 7423.85 ms
[2022-03-31 03:14:32 main:574] : INFO : Epoch 1617 | loss: 0.0311013 | val_loss: 0.0311311 | Time: 6847.49 ms
[2022-03-31 03:14:39 main:574] : INFO : Epoch 1618 | loss: 0.0311078 | val_loss: 0.0311351 | Time: 7402.36 ms
[2022-03-31 03:14:46 main:574] : INFO : Epoch 1619 | loss: 0.031107 | val_loss: 0.0311319 | Time: 6488.64 ms
[2022-03-31 03:14:53 main:574] : INFO : Epoch 1620 | loss: 0.0311071 | val_loss: 0.0311346 | Time: 6743.94 ms
[2022-03-31 03:15:00 main:574] : INFO : Epoch 1621 | loss: 0.0311039 | val_loss: 0.0311302 | Time: 7216.83 ms
[2022-03-31 03:15:07 main:574] : INFO : Epoch 1622 | loss: 0.0311071 | val_loss: 0.0311363 | Time: 7138.79 ms
[2022-03-31 03:15:14 main:574] : INFO : Epoch 1623 | loss: 0.0311069 | val_loss: 0.0311302 | Time: 6735.84 ms
[2022-03-31 03:15:20 main:574] : INFO : Epoch 1624 | loss: 0.0311031 | val_loss: 0.0311324 | Time: 6741.97 ms
[2022-03-31 03:15:28 main:574] : INFO : Epoch 1625 | loss: 0.0311045 | val_loss: 0.0311422 | Time: 7628.08 ms
[2022-03-31 03:15:35 main:574] : INFO : Epoch 1626 | loss: 0.0311628 | val_loss: 0.0327063 | Time: 6780.26 ms
[2022-03-31 03:15:42 main:574] : INFO : Epoch 1627 | loss: 0.0352638 | val_loss: 0.0335561 | Time: 6990.68 ms
[2022-03-31 03:15:49 main:574] : INFO : Epoch 1628 | loss: 0.0337567 | val_loss: 0.0315948 | Time: 6867.61 ms
[2022-03-31 03:15:56 main:574] : INFO : Epoch 1629 | loss: 0.0315 | val_loss: 0.0313419 | Time: 7361.66 ms
[2022-03-31 03:16:03 main:574] : INFO : Epoch 1630 | loss: 0.0312836 | val_loss: 0.0312527 | Time: 6645.22 ms
[2022-03-31 03:16:10 main:574] : INFO : Epoch 1631 | loss: 0.0312461 | val_loss: 0.0312391 | Time: 6627.62 ms
[2022-03-31 03:16:17 main:574] : INFO : Epoch 1632 | loss: 0.0312373 | val_loss: 0.0312287 | Time: 6977.85 ms
[2022-03-31 03:16:24 main:574] : INFO : Epoch 1633 | loss: 0.0312296 | val_loss: 0.0312218 | Time: 7779.04 ms
[2022-03-31 03:16:32 main:574] : INFO : Epoch 1634 | loss: 0.0312207 | val_loss: 0.0312085 | Time: 8000.98 ms
[2022-03-31 03:16:39 main:574] : INFO : Epoch 1635 | loss: 0.0312058 | val_loss: 0.0311941 | Time: 7034.31 ms
[2022-03-31 03:16:46 main:574] : INFO : Epoch 1636 | loss: 0.0311965 | val_loss: 0.0311871 | Time: 7054.05 ms
[2022-03-31 03:16:54 main:574] : INFO : Epoch 1637 | loss: 0.0311921 | val_loss: 0.0311838 | Time: 7244.57 ms
[2022-03-31 03:17:02 main:574] : INFO : Epoch 1638 | loss: 0.0311874 | val_loss: 0.0311824 | Time: 8303.69 ms
[2022-03-31 03:17:10 main:574] : INFO : Epoch 1639 | loss: 0.0311856 | val_loss: 0.0311783 | Time: 7529.28 ms
[2022-03-31 03:17:16 main:574] : INFO : Epoch 1640 | loss: 0.0311844 | val_loss: 0.0311782 | Time: 6526.99 ms
[2022-03-31 03:17:23 main:574] : INFO : Epoch 1641 | loss: 0.0311839 | val_loss: 0.0311786 | Time: 6849.57 ms
[2022-03-31 03:17:30 main:574] : INFO : Epoch 1642 | loss: 0.0311829 | val_loss: 0.0311764 | Time: 6808.12 ms
[2022-03-31 03:17:37 main:574] : INFO : Epoch 1643 | loss: 0.0311812 | val_loss: 0.0311758 | Time: 7084.43 ms
[2022-03-31 03:17:44 main:574] : INFO : Epoch 1644 | loss: 0.0311792 | val_loss: 0.0311737 | Time: 7390.91 ms
[2022-03-31 03:17:51 main:574] : INFO : Epoch 1645 | loss: 0.0311749 | val_loss: 0.031173 | Time: 7025.62 ms
[2022-03-31 03:17:58 main:574] : INFO : Epoch 1646 | loss: 0.0311728 | val_loss: 0.0311691 | Time: 6832.83 ms
[2022-03-31 03:18:07 main:574] : INFO : Epoch 1647 | loss: 0.0311729 | val_loss: 0.0311721 | Time: 8715.95 ms
[2022-03-31 03:18:14 main:574] : INFO : Epoch 1648 | loss: 0.0311717 | val_loss: 0.0311709 | Time: 6465.13 ms
[2022-03-31 03:18:20 main:574] : INFO : Epoch 1649 | loss: 0.0311706 | val_loss: 0.0311697 | Time: 6529.86 ms
[2022-03-31 03:18:27 main:574] : INFO : Epoch 1650 | loss: 0.0311713 | val_loss: 0.0311696 | Time: 6653.4 ms
[2022-03-31 03:18:33 main:574] : INFO : Epoch 1651 | loss: 0.0311708 | val_loss: 0.0311701 | Time: 6607.73 ms
[2022-03-31 03:18:40 main:574] : INFO : Epoch 1652 | loss: 0.0311691 | val_loss: 0.0311688 | Time: 6503.17 ms
[2022-03-31 03:18:47 main:574] : INFO : Epoch 1653 | loss: 0.0311673 | val_loss: 0.031167 | Time: 6693.16 ms
[2022-03-31 03:18:55 main:574] : INFO : Epoch 1654 | loss: 0.031167 | val_loss: 0.0311669 | Time: 7938.85 ms
[2022-03-31 03:19:03 main:574] : INFO : Epoch 1655 | loss: 0.0311676 | val_loss: 0.0311669 | Time: 7989.76 ms
[2022-03-31 03:19:09 main:574] : INFO : Epoch 1656 | loss: 0.0311746 | val_loss: 0.0311716 | Time: 6857.98 ms
[2022-03-31 03:19:17 main:574] : INFO : Epoch 1657 | loss: 0.0311719 | val_loss: 0.0311741 | Time: 7582.17 ms
[2022-03-31 03:19:24 main:574] : INFO : Epoch 1658 | loss: 0.0311706 | val_loss: 0.0311673 | Time: 7037.68 ms
[2022-03-31 03:19:31 main:574] : INFO : Epoch 1659 | loss: 0.0311692 | val_loss: 0.031166 | Time: 6935.07 ms
[2022-03-31 03:19:38 main:574] : INFO : Epoch 1660 | loss: 0.0311651 | val_loss: 0.0311631 | Time: 6926.36 ms
[2022-03-31 03:19:45 main:574] : INFO : Epoch 1661 | loss: 0.0311604 | val_loss: 0.0311629 | Time: 7315.67 ms
[2022-03-31 03:19:53 main:574] : INFO : Epoch 1662 | loss: 0.0311594 | val_loss: 0.0311624 | Time: 7628.6 ms
[2022-03-31 03:20:00 main:574] : INFO : Epoch 1663 | loss: 0.0311573 | val_loss: 0.0311601 | Time: 7018.19 ms
[2022-03-31 03:20:09 main:574] : INFO : Epoch 1664 | loss: 0.031156 | val_loss: 0.0311589 | Time: 9478.67 ms
[2022-03-31 03:20:17 main:574] : INFO : Epoch 1665 | loss: 0.0311541 | val_loss: 0.031159 | Time: 7731.56 ms
[2022-03-31 03:20:24 main:574] : INFO : Epoch 1666 | loss: 0.031152 | val_loss: 0.0311542 | Time: 6924.23 ms
[2022-03-31 03:20:31 main:574] : INFO : Epoch 1667 | loss: 0.0311492 | val_loss: 0.0311523 | Time: 6704.97 ms
[2022-03-31 03:20:37 main:574] : INFO : Epoch 1668 | loss: 0.0311454 | val_loss: 0.0311499 | Time: 6433.85 ms
[2022-03-31 03:20:44 main:574] : INFO : Epoch 1669 | loss: 0.0311464 | val_loss: 0.0311476 | Time: 7106.74 ms
[2022-03-31 03:20:51 main:574] : INFO : Epoch 1670 | loss: 0.0311472 | val_loss: 0.0311448 | Time: 6574.66 ms
[2022-03-31 03:20:58 main:574] : INFO : Epoch 1671 | loss: 0.0311448 | val_loss: 0.0311446 | Time: 7229.91 ms
[2022-03-31 03:21:06 main:574] : INFO : Epoch 1672 | loss: 0.0311414 | val_loss: 0.0311435 | Time: 8051.07 ms
[2022-03-31 03:21:13 main:574] : INFO : Epoch 1673 | loss: 0.0311379 | val_loss: 0.0311403 | Time: 6814.04 ms
[2022-03-31 03:21:20 main:574] : INFO : Epoch 1674 | loss: 0.0311361 | val_loss: 0.0311393 | Time: 6969.64 ms
[2022-03-31 03:21:27 main:574] : INFO : Epoch 1675 | loss: 0.0311358 | val_loss: 0.0311409 | Time: 6689.19 ms
[2022-03-31 03:21:35 main:574] : INFO : Epoch 1676 | loss: 0.0311356 | val_loss: 0.0311412 | Time: 7750.76 ms
[2022-03-31 03:21:42 main:574] : INFO : Epoch 1677 | loss: 0.0311407 | val_loss: 0.0311414 | Time: 7783.71 ms
[2022-03-31 03:21:51 main:574] : INFO : Epoch 1678 | loss: 0.0311412 | val_loss: 0.0311406 | Time: 8445.4 ms
[2022-03-31 03:21:59 main:574] : INFO : Epoch 1679 | loss: 0.0311363 | val_loss: 0.0311376 | Time: 7677.16 ms
[2022-03-31 03:22:06 main:574] : INFO : Epoch 1680 | loss: 0.0311352 | val_loss: 0.0311375 | Time: 6934.38 ms
[2022-03-31 03:22:12 main:574] : INFO : Epoch 1681 | loss: 0.0311343 | val_loss: 0.0311385 | Time: 6895.05 ms
[2022-03-31 03:22:19 main:574] : INFO : Epoch 1682 | loss: 0.0311327 | val_loss: 0.0311369 | Time: 6586.83 ms
[2022-03-31 03:22:26 main:574] : INFO : Epoch 1683 | loss: 0.0311322 | val_loss: 0.0311365 | Time: 6523.66 ms
[2022-03-31 03:22:33 main:574] : INFO : Epoch 1684 | loss: 0.0311319 | val_loss: 0.0311393 | Time: 7325.89 ms
[2022-03-31 03:22:40 main:574] : INFO : Epoch 1685 | loss: 0.0311318 | val_loss: 0.0311358 | Time: 6819.65 ms
[2022-03-31 03:22:47 main:574] : INFO : Epoch 1686 | loss: 0.0311297 | val_loss: 0.0311353 | Time: 7484.7 ms
[2022-03-31 03:22:55 main:574] : INFO : Epoch 1687 | loss: 0.0311294 | val_loss: 0.0311357 | Time: 7620.57 ms
[2022-03-31 03:23:02 main:574] : INFO : Epoch 1688 | loss: 0.0311288 | val_loss: 0.0311345 | Time: 7052.83 ms
[2022-03-31 03:23:09 main:574] : INFO : Epoch 1689 | loss: 0.0311296 | val_loss: 0.0311357 | Time: 6600.89 ms
[2022-03-31 03:23:16 main:574] : INFO : Epoch 1690 | loss: 0.0311298 | val_loss: 0.0311369 | Time: 7253.38 ms
[2022-03-31 03:23:23 main:574] : INFO : Epoch 1691 | loss: 0.031129 | val_loss: 0.0311345 | Time: 6745.98 ms
[2022-03-31 03:23:30 main:574] : INFO : Epoch 1692 | loss: 0.0311273 | val_loss: 0.0311353 | Time: 7027.03 ms
[2022-03-31 03:23:38 main:574] : INFO : Epoch 1693 | loss: 0.0311308 | val_loss: 0.0311436 | Time: 8027.17 ms
[2022-03-31 03:23:44 main:574] : INFO : Epoch 1694 | loss: 0.0311304 | val_loss: 0.0311351 | Time: 6729.2 ms
[2022-03-31 03:23:52 main:574] : INFO : Epoch 1695 | loss: 0.0311258 | val_loss: 0.0311353 | Time: 7122.84 ms
[2022-03-31 03:23:59 main:574] : INFO : Epoch 1696 | loss: 0.0311248 | val_loss: 0.0311346 | Time: 7415.46 ms
[2022-03-31 03:24:06 main:574] : INFO : Epoch 1697 | loss: 0.0311253 | val_loss: 0.0311355 | Time: 6926.05 ms
[2022-03-31 03:24:13 main:574] : INFO : Epoch 1698 | loss: 0.0311257 | val_loss: 0.0311376 | Time: 7202.84 ms
[2022-03-31 03:24:21 main:574] : INFO : Epoch 1699 | loss: 0.0311264 | val_loss: 0.031135 | Time: 7499.94 ms
[2022-03-31 03:24:28 main:574] : INFO : Epoch 1700 | loss: 0.0311283 | val_loss: 0.0311386 | Time: 7328.91 ms
[2022-03-31 03:24:36 main:574] : INFO : Epoch 1701 | loss: 0.0311237 | val_loss: 0.0311342 | Time: 7823.41 ms
[2022-03-31 03:24:43 main:574] : INFO : Epoch 1702 | loss: 0.0311238 | val_loss: 0.0311396 | Time: 7006.74 ms
[2022-03-31 03:24:50 main:574] : INFO : Epoch 1703 | loss: 0.0311236 | val_loss: 0.0311394 | Time: 6889.53 ms
[2022-03-31 03:24:57 main:574] : INFO : Epoch 1704 | loss: 0.0311235 | val_loss: 0.0311395 | Time: 6979.72 ms
[2022-03-31 03:25:03 main:574] : INFO : Epoch 1705 | loss: 0.031125 | val_loss: 0.0311458 | Time: 6545.67 ms
[2022-03-31 03:25:10 main:574] : INFO : Epoch 1706 | loss: 0.0311264 | val_loss: 0.0311377 | Time: 6776.81 ms
[2022-03-31 03:25:19 main:574] : INFO : Epoch 1707 | loss: 0.0311253 | val_loss: 0.031135 | Time: 8436.96 ms
[2022-03-31 03:25:26 main:574] : INFO : Epoch 1708 | loss: 0.031123 | val_loss: 0.0311366 | Time: 7677.92 ms
[2022-03-31 03:25:33 main:574] : INFO : Epoch 1709 | loss: 0.0311216 | val_loss: 0.0311372 | Time: 6754.95 ms
[2022-03-31 03:25:40 main:574] : INFO : Epoch 1710 | loss: 0.0311215 | val_loss: 0.031135 | Time: 6970.24 ms
[2022-03-31 03:25:47 main:574] : INFO : Epoch 1711 | loss: 0.031123 | val_loss: 0.0311361 | Time: 7010.08 ms
[2022-03-31 03:25:54 main:574] : INFO : Epoch 1712 | loss: 0.0311246 | val_loss: 0.0311377 | Time: 7003.11 ms
[2022-03-31 03:26:01 main:574] : INFO : Epoch 1713 | loss: 0.0311249 | val_loss: 0.0311326 | Time: 6980.66 ms
[2022-03-31 03:26:09 main:574] : INFO : Epoch 1714 | loss: 0.0311239 | val_loss: 0.0311335 | Time: 8351.09 ms
[2022-03-31 03:26:17 main:574] : INFO : Epoch 1715 | loss: 0.0311234 | val_loss: 0.0311329 | Time: 7634.64 ms
[2022-03-31 03:26:25 main:574] : INFO : Epoch 1716 | loss: 0.0311229 | val_loss: 0.0311372 | Time: 7395.03 ms
[2022-03-31 03:26:32 main:574] : INFO : Epoch 1717 | loss: 0.0311239 | val_loss: 0.0311347 | Time: 7029.72 ms
[2022-03-31 03:26:38 main:574] : INFO : Epoch 1718 | loss: 0.0311247 | val_loss: 0.0311332 | Time: 6865.67 ms
[2022-03-31 03:26:45 main:574] : INFO : Epoch 1719 | loss: 0.0311244 | val_loss: 0.031132 | Time: 6803.28 ms
[2022-03-31 03:26:52 main:574] : INFO : Epoch 1720 | loss: 0.0311245 | val_loss: 0.031134 | Time: 6625.99 ms
[2022-03-31 03:26:59 main:574] : INFO : Epoch 1721 | loss: 0.0311335 | val_loss: 0.0311498 | Time: 7333.73 ms
[2022-03-31 03:27:07 main:574] : INFO : Epoch 1722 | loss: 0.0311418 | val_loss: 0.0311443 | Time: 7933.42 ms
[2022-03-31 03:27:15 main:574] : INFO : Epoch 1723 | loss: 0.0311347 | val_loss: 0.0311424 | Time: 8005.26 ms
[2022-03-31 03:27:22 main:574] : INFO : Epoch 1724 | loss: 0.0311328 | val_loss: 0.0311475 | Time: 6737.32 ms
[2022-03-31 03:27:29 main:574] : INFO : Epoch 1725 | loss: 0.031134 | val_loss: 0.0311419 | Time: 7068.43 ms
[2022-03-31 03:27:36 main:574] : INFO : Epoch 1726 | loss: 0.0311276 | val_loss: 0.0311375 | Time: 6619.02 ms
[2022-03-31 03:27:43 main:574] : INFO : Epoch 1727 | loss: 0.0311287 | val_loss: 0.0311336 | Time: 7678.26 ms
[2022-03-31 03:27:50 main:574] : INFO : Epoch 1728 | loss: 0.0311278 | val_loss: 0.0311322 | Time: 6732.48 ms
[2022-03-31 03:27:58 main:574] : INFO : Epoch 1729 | loss: 0.0311265 | val_loss: 0.0311317 | Time: 7735.41 ms
[2022-03-31 03:28:04 main:574] : INFO : Epoch 1730 | loss: 0.0311255 | val_loss: 0.0311319 | Time: 6418.82 ms
[2022-03-31 03:28:13 main:574] : INFO : Epoch 1731 | loss: 0.0311249 | val_loss: 0.0311342 | Time: 8426.58 ms
[2022-03-31 03:28:21 main:574] : INFO : Epoch 1732 | loss: 0.031125 | val_loss: 0.0311365 | Time: 8035.93 ms
[2022-03-31 03:28:29 main:574] : INFO : Epoch 1733 | loss: 0.0311222 | val_loss: 0.0311328 | Time: 7988.9 ms
[2022-03-31 03:28:36 main:574] : INFO : Epoch 1734 | loss: 0.0311225 | val_loss: 0.0311355 | Time: 6749.47 ms
[2022-03-31 03:28:43 main:574] : INFO : Epoch 1735 | loss: 0.031122 | val_loss: 0.0311342 | Time: 7030.76 ms
[2022-03-31 03:28:49 main:574] : INFO : Epoch 1736 | loss: 0.0311203 | val_loss: 0.0311355 | Time: 6478.2 ms
[2022-03-31 03:28:56 main:574] : INFO : Epoch 1737 | loss: 0.0311184 | val_loss: 0.0311349 | Time: 6815.37 ms
[2022-03-31 03:29:03 main:574] : INFO : Epoch 1738 | loss: 0.031118 | val_loss: 0.0311346 | Time: 7006.47 ms
[2022-03-31 03:29:10 main:574] : INFO : Epoch 1739 | loss: 0.031119 | val_loss: 0.0311353 | Time: 6945.08 ms
[2022-03-31 03:29:17 main:574] : INFO : Epoch 1740 | loss: 0.0311197 | val_loss: 0.0311335 | Time: 7169.71 ms
[2022-03-31 03:29:25 main:574] : INFO : Epoch 1741 | loss: 0.0311188 | val_loss: 0.0311382 | Time: 8132.42 ms
[2022-03-31 03:29:32 main:574] : INFO : Epoch 1742 | loss: 0.0311208 | val_loss: 0.0311343 | Time: 7100.44 ms
[2022-03-31 03:29:39 main:574] : INFO : Epoch 1743 | loss: 0.0311187 | val_loss: 0.0311319 | Time: 6857.31 ms
[2022-03-31 03:29:46 main:574] : INFO : Epoch 1744 | loss: 0.0311193 | val_loss: 0.0311341 | Time: 6980.73 ms
[2022-03-31 03:29:53 main:574] : INFO : Epoch 1745 | loss: 0.0311208 | val_loss: 0.0311338 | Time: 7042.21 ms
[2022-03-31 03:30:00 main:574] : INFO : Epoch 1746 | loss: 0.0311236 | val_loss: 0.0311397 | Time: 6737.58 ms
[2022-03-31 03:30:07 main:574] : INFO : Epoch 1747 | loss: 0.0311322 | val_loss: 0.0311431 | Time: 6915.94 ms
[2022-03-31 03:30:15 main:574] : INFO : Epoch 1748 | loss: 0.0311294 | val_loss: 0.0311456 | Time: 7814.85 ms
[2022-03-31 03:30:22 main:574] : INFO : Epoch 1749 | loss: 0.0311241 | val_loss: 0.0311354 | Time: 7058.18 ms
[2022-03-31 03:30:29 main:574] : INFO : Epoch 1750 | loss: 0.0311195 | val_loss: 0.0311354 | Time: 7338.02 ms
[2022-03-31 03:30:36 main:574] : INFO : Epoch 1751 | loss: 0.0311193 | val_loss: 0.0311341 | Time: 6466.93 ms
[2022-03-31 03:30:43 main:574] : INFO : Epoch 1752 | loss: 0.0311194 | val_loss: 0.0311337 | Time: 7193.37 ms
[2022-03-31 03:30:50 main:574] : INFO : Epoch 1753 | loss: 0.0311184 | val_loss: 0.0311361 | Time: 7526.61 ms
[2022-03-31 03:30:58 main:574] : INFO : Epoch 1754 | loss: 0.0311173 | val_loss: 0.0311341 | Time: 7642.74 ms
[2022-03-31 03:31:05 main:574] : INFO : Epoch 1755 | loss: 0.0311158 | val_loss: 0.0311329 | Time: 6891.55 ms
[2022-03-31 03:31:13 main:574] : INFO : Epoch 1756 | loss: 0.0311157 | val_loss: 0.0311327 | Time: 7548.94 ms
[2022-03-31 03:31:20 main:574] : INFO : Epoch 1757 | loss: 0.0311211 | val_loss: 0.0311395 | Time: 7062.91 ms
[2022-03-31 03:31:27 main:574] : INFO : Epoch 1758 | loss: 0.0311231 | val_loss: 0.0311364 | Time: 7789.03 ms
[2022-03-31 03:31:34 main:574] : INFO : Epoch 1759 | loss: 0.0311197 | val_loss: 0.031134 | Time: 6727.48 ms
[2022-03-31 03:31:42 main:574] : INFO : Epoch 1760 | loss: 0.0311174 | val_loss: 0.0311317 | Time: 7966.28 ms
[2022-03-31 03:31:51 main:574] : INFO : Epoch 1761 | loss: 0.0311158 | val_loss: 0.0311317 | Time: 8401.61 ms
[2022-03-31 03:31:58 main:574] : INFO : Epoch 1762 | loss: 0.0311159 | val_loss: 0.0311306 | Time: 7571.43 ms
[2022-03-31 03:32:05 main:574] : INFO : Epoch 1763 | loss: 0.0311164 | val_loss: 0.0311332 | Time: 6881.73 ms
[2022-03-31 03:32:13 main:574] : INFO : Epoch 1764 | loss: 0.031116 | val_loss: 0.0311335 | Time: 7450.41 ms
[2022-03-31 03:32:19 main:574] : INFO : Epoch 1765 | loss: 0.0311173 | val_loss: 0.0311343 | Time: 6931.08 ms
[2022-03-31 03:32:26 main:574] : INFO : Epoch 1766 | loss: 0.0311154 | val_loss: 0.0311362 | Time: 7018.45 ms
[2022-03-31 03:32:33 main:574] : INFO : Epoch 1767 | loss: 0.0311154 | val_loss: 0.0311333 | Time: 6580.52 ms
[2022-03-31 03:32:41 main:574] : INFO : Epoch 1768 | loss: 0.0311144 | val_loss: 0.0311312 | Time: 7922.64 ms
[2022-03-31 03:32:47 main:574] : INFO : Epoch 1769 | loss: 0.0311196 | val_loss: 0.0311407 | Time: 6250.81 ms
[2022-03-31 03:32:54 main:574] : INFO : Epoch 1770 | loss: 0.0311299 | val_loss: 0.0311347 | Time: 7133.39 ms
[2022-03-31 03:33:02 main:574] : INFO : Epoch 1771 | loss: 0.0311257 | val_loss: 0.0311367 | Time: 7711.49 ms
[2022-03-31 03:33:10 main:574] : INFO : Epoch 1772 | loss: 0.0311222 | val_loss: 0.0311303 | Time: 7774.6 ms
[2022-03-31 03:33:18 main:574] : INFO : Epoch 1773 | loss: 0.031118 | val_loss: 0.0311388 | Time: 7906.03 ms
[2022-03-31 03:33:25 main:574] : INFO : Epoch 1774 | loss: 0.0311175 | val_loss: 0.0311326 | Time: 7123.25 ms
[2022-03-31 03:33:32 main:574] : INFO : Epoch 1775 | loss: 0.0311164 | val_loss: 0.031133 | Time: 6838.33 ms
[2022-03-31 03:33:39 main:574] : INFO : Epoch 1776 | loss: 0.0311212 | val_loss: 0.0311301 | Time: 7143.21 ms
[2022-03-31 03:33:46 main:574] : INFO : Epoch 1777 | loss: 0.0311188 | val_loss: 0.0311307 | Time: 7035.04 ms
[2022-03-31 03:33:53 main:574] : INFO : Epoch 1778 | loss: 0.0311201 | val_loss: 0.0311303 | Time: 6888.59 ms
[2022-03-31 03:34:00 main:574] : INFO : Epoch 1779 | loss: 0.0311183 | val_loss: 0.0311312 | Time: 7296.07 ms
[2022-03-31 03:34:08 main:574] : INFO : Epoch 1780 | loss: 0.0311185 | val_loss: 0.0311318 | Time: 7405 ms
[2022-03-31 03:34:15 main:574] : INFO : Epoch 1781 | loss: 0.0311187 | val_loss: 0.0311357 | Time: 7639.69 ms
[2022-03-31 03:34:23 main:574] : INFO : Epoch 1782 | loss: 0.0311159 | val_loss: 0.0311328 | Time: 7687.52 ms
[2022-03-31 03:34:30 main:574] : INFO : Epoch 1783 | loss: 0.0311161 | val_loss: 0.0311339 | Time: 7100.44 ms
[2022-03-31 03:34:37 main:574] : INFO : Epoch 1784 | loss: 0.0311153 | val_loss: 0.0311348 | Time: 6726.76 ms
[2022-03-31 03:34:44 main:574] : INFO : Epoch 1785 | loss: 0.0311204 | val_loss: 0.0311309 | Time: 7487.1 ms
[2022-03-31 03:34:52 main:574] : INFO : Epoch 1786 | loss: 0.0311183 | val_loss: 0.031132 | Time: 7600.02 ms
[2022-03-31 03:34:59 main:574] : INFO : Epoch 1787 | loss: 0.0311201 | val_loss: 0.0311305 | Time: 6762.7 ms
[2022-03-31 03:35:06 main:574] : INFO : Epoch 1788 | loss: 0.0311169 | val_loss: 0.0311303 | Time: 7513.81 ms
[2022-03-31 03:35:15 main:574] : INFO : Epoch 1789 | loss: 0.0311163 | val_loss: 0.0311296 | Time: 8556.01 ms
[2022-03-31 03:35:22 main:574] : INFO : Epoch 1790 | loss: 0.0311144 | val_loss: 0.0311312 | Time: 7419.37 ms
[2022-03-31 03:35:29 main:574] : INFO : Epoch 1791 | loss: 0.0311164 | val_loss: 0.0311343 | Time: 7009.87 ms
[2022-03-31 03:35:37 main:574] : INFO : Epoch 1792 | loss: 0.0311158 | val_loss: 0.0311332 | Time: 7207.04 ms
[2022-03-31 03:35:44 main:574] : INFO : Epoch 1793 | loss: 0.0311147 | val_loss: 0.0311376 | Time: 7246.02 ms
[2022-03-31 03:35:51 main:574] : INFO : Epoch 1794 | loss: 0.031115 | val_loss: 0.0311295 | Time: 6761 ms
[2022-03-31 03:35:58 main:574] : INFO : Epoch 1795 | loss: 0.0311146 | val_loss: 0.0311332 | Time: 7405.99 ms
[2022-03-31 03:36:05 main:574] : INFO : Epoch 1796 | loss: 0.0311144 | val_loss: 0.0311356 | Time: 7210.12 ms
[2022-03-31 03:36:12 main:574] : INFO : Epoch 1797 | loss: 0.0311206 | val_loss: 0.0311333 | Time: 6833.15 ms
[2022-03-31 03:36:20 main:574] : INFO : Epoch 1798 | loss: 0.0311216 | val_loss: 0.0311299 | Time: 7861.72 ms
[2022-03-31 03:36:28 main:574] : INFO : Epoch 1799 | loss: 0.0311192 | val_loss: 0.0311333 | Time: 7570.46 ms
[2022-03-31 03:36:35 main:574] : INFO : Epoch 1800 | loss: 0.0311189 | val_loss: 0.0311326 | Time: 6932.21 ms
[2022-03-31 03:36:42 main:574] : INFO : Epoch 1801 | loss: 0.0311172 | val_loss: 0.0311323 | Time: 7211.08 ms
[2022-03-31 03:36:49 main:574] : INFO : Epoch 1802 | loss: 0.0311199 | val_loss: 0.0311295 | Time: 7305.08 ms
[2022-03-31 03:36:56 main:574] : INFO : Epoch 1803 | loss: 0.0311178 | val_loss: 0.0311297 | Time: 7087.81 ms
[2022-03-31 03:37:05 main:574] : INFO : Epoch 1804 | loss: 0.0311226 | val_loss: 0.0311335 | Time: 8341.05 ms
[2022-03-31 03:37:11 main:574] : INFO : Epoch 1805 | loss: 0.0311158 | val_loss: 0.031135 | Time: 6738.83 ms
[2022-03-31 03:37:19 main:574] : INFO : Epoch 1806 | loss: 0.0311166 | val_loss: 0.0311287 | Time: 7470.91 ms
[2022-03-31 03:37:26 main:574] : INFO : Epoch 1807 | loss: 0.031116 | val_loss: 0.0311326 | Time: 6945.65 ms
[2022-03-31 03:37:32 main:574] : INFO : Epoch 1808 | loss: 0.0311177 | val_loss: 0.0311309 | Time: 6482.5 ms
[2022-03-31 03:37:39 main:574] : INFO : Epoch 1809 | loss: 0.031116 | val_loss: 0.0311298 | Time: 6738.6 ms
[2022-03-31 03:37:46 main:574] : INFO : Epoch 1810 | loss: 0.0311147 | val_loss: 0.0311289 | Time: 6976.26 ms
[2022-03-31 03:37:53 main:574] : INFO : Epoch 1811 | loss: 0.0311171 | val_loss: 0.0311333 | Time: 6812.1 ms
[2022-03-31 03:37:59 main:574] : INFO : Epoch 1812 | loss: 0.0311148 | val_loss: 0.031132 | Time: 6650.89 ms
[2022-03-31 03:38:08 main:574] : INFO : Epoch 1813 | loss: 0.0311144 | val_loss: 0.0311298 | Time: 8285.76 ms
[2022-03-31 03:38:14 main:574] : INFO : Epoch 1814 | loss: 0.0311128 | val_loss: 0.0311291 | Time: 6715.71 ms
[2022-03-31 03:38:21 main:574] : INFO : Epoch 1815 | loss: 0.031113 | val_loss: 0.0311298 | Time: 6978.88 ms
[2022-03-31 03:38:29 main:574] : INFO : Epoch 1816 | loss: 0.0311132 | val_loss: 0.0311282 | Time: 7021.47 ms
[2022-03-31 03:38:36 main:574] : INFO : Epoch 1817 | loss: 0.0311126 | val_loss: 0.0311328 | Time: 7522.16 ms
[2022-03-31 03:38:44 main:574] : INFO : Epoch 1818 | loss: 0.0311154 | val_loss: 0.0311374 | Time: 7932.36 ms
[2022-03-31 03:38:51 main:574] : INFO : Epoch 1819 | loss: 0.0311142 | val_loss: 0.031129 | Time: 6754.32 ms
[2022-03-31 03:38:58 main:574] : INFO : Epoch 1820 | loss: 0.0311128 | val_loss: 0.0311428 | Time: 7329.56 ms
[2022-03-31 03:39:05 main:574] : INFO : Epoch 1821 | loss: 0.0311167 | val_loss: 0.0311282 | Time: 7037.35 ms
[2022-03-31 03:39:12 main:574] : INFO : Epoch 1822 | loss: 0.0311131 | val_loss: 0.0311327 | Time: 6488.67 ms
[2022-03-31 03:39:18 main:574] : INFO : Epoch 1823 | loss: 0.0311112 | val_loss: 0.0311275 | Time: 6622.95 ms
[2022-03-31 03:39:25 main:574] : INFO : Epoch 1824 | loss: 0.0311122 | val_loss: 0.0311298 | Time: 7145.83 ms
[2022-03-31 03:39:33 main:574] : INFO : Epoch 1825 | loss: 0.0311174 | val_loss: 0.0311271 | Time: 7626.91 ms
[2022-03-31 03:39:40 main:574] : INFO : Epoch 1826 | loss: 0.0311143 | val_loss: 0.0311271 | Time: 6973.55 ms
[2022-03-31 03:39:48 main:574] : INFO : Epoch 1827 | loss: 0.0311142 | val_loss: 0.0311322 | Time: 7800.74 ms
[2022-03-31 03:39:55 main:574] : INFO : Epoch 1828 | loss: 0.0311174 | val_loss: 0.0311294 | Time: 6620.7 ms
[2022-03-31 03:40:01 main:574] : INFO : Epoch 1829 | loss: 0.0311145 | val_loss: 0.0311292 | Time: 6931.45 ms
[2022-03-31 03:40:08 main:574] : INFO : Epoch 1830 | loss: 0.0311146 | val_loss: 0.0311346 | Time: 6778.7 ms
[2022-03-31 03:40:15 main:574] : INFO : Epoch 1831 | loss: 0.0311152 | val_loss: 0.0311301 | Time: 6703.25 ms
[2022-03-31 03:40:24 main:574] : INFO : Epoch 1832 | loss: 0.0311147 | val_loss: 0.0311262 | Time: 9408.24 ms
[2022-03-31 03:40:32 main:574] : INFO : Epoch 1833 | loss: 0.0311135 | val_loss: 0.0311304 | Time: 7895.87 ms
[2022-03-31 03:40:39 main:574] : INFO : Epoch 1834 | loss: 0.0311121 | val_loss: 0.0311318 | Time: 7024.59 ms
[2022-03-31 03:40:47 main:574] : INFO : Epoch 1835 | loss: 0.0311133 | val_loss: 0.0311306 | Time: 7183.06 ms
[2022-03-31 03:40:54 main:574] : INFO : Epoch 1836 | loss: 0.0311105 | val_loss: 0.0311301 | Time: 7390.74 ms
[2022-03-31 03:41:02 main:574] : INFO : Epoch 1837 | loss: 0.0311124 | val_loss: 0.0311322 | Time: 7702.08 ms
[2022-03-31 03:41:08 main:574] : INFO : Epoch 1838 | loss: 0.0311157 | val_loss: 0.0311329 | Time: 6600.04 ms
[2022-03-31 03:41:15 main:574] : INFO : Epoch 1839 | loss: 0.0311141 | val_loss: 0.031132 | Time: 7064.68 ms
[2022-03-31 03:41:23 main:574] : INFO : Epoch 1840 | loss: 0.031111 | val_loss: 0.0311285 | Time: 7395.82 ms
[2022-03-31 03:41:30 main:574] : INFO : Epoch 1841 | loss: 0.0311119 | val_loss: 0.031127 | Time: 7660.73 ms
[2022-03-31 03:41:37 main:574] : INFO : Epoch 1842 | loss: 0.0311153 | val_loss: 0.0311306 | Time: 6747.35 ms
[2022-03-31 03:41:45 main:574] : INFO : Epoch 1843 | loss: 0.0311158 | val_loss: 0.031129 | Time: 7325.16 ms
[2022-03-31 03:41:52 main:574] : INFO : Epoch 1844 | loss: 0.0311143 | val_loss: 0.0311313 | Time: 7135.24 ms
[2022-03-31 03:41:58 main:574] : INFO : Epoch 1845 | loss: 0.0311134 | val_loss: 0.0311297 | Time: 6744.8 ms
[2022-03-31 03:42:05 main:574] : INFO : Epoch 1846 | loss: 0.0311127 | val_loss: 0.0311305 | Time: 6766.4 ms
[2022-03-31 03:42:13 main:574] : INFO : Epoch 1847 | loss: 0.0311114 | val_loss: 0.0311316 | Time: 8219.83 ms
[2022-03-31 03:42:21 main:574] : INFO : Epoch 1848 | loss: 0.0311105 | val_loss: 0.0311305 | Time: 7436.56 ms
[2022-03-31 03:42:28 main:574] : INFO : Epoch 1849 | loss: 0.0311103 | val_loss: 0.0311293 | Time: 7030.4 ms
[2022-03-31 03:42:35 main:574] : INFO : Epoch 1850 | loss: 0.031111 | val_loss: 0.03113 | Time: 6543.68 ms
[2022-03-31 03:42:41 main:574] : INFO : Epoch 1851 | loss: 0.031111 | val_loss: 0.0311325 | Time: 6764.93 ms
[2022-03-31 03:42:48 main:574] : INFO : Epoch 1852 | loss: 0.0311121 | val_loss: 0.0311298 | Time: 6997.03 ms
[2022-03-31 03:42:55 main:574] : INFO : Epoch 1853 | loss: 0.0311221 | val_loss: 0.0311353 | Time: 6758.21 ms
[2022-03-31 03:43:03 main:574] : INFO : Epoch 1854 | loss: 0.0311165 | val_loss: 0.0311382 | Time: 7456.67 ms
[2022-03-31 03:43:11 main:574] : INFO : Epoch 1855 | loss: 0.0311117 | val_loss: 0.0311323 | Time: 8215.52 ms
[2022-03-31 03:43:18 main:574] : INFO : Epoch 1856 | loss: 0.0311112 | val_loss: 0.0311299 | Time: 7082.07 ms
[2022-03-31 03:43:25 main:574] : INFO : Epoch 1857 | loss: 0.0311126 | val_loss: 0.0311328 | Time: 6769.65 ms
[2022-03-31 03:43:31 main:574] : INFO : Epoch 1858 | loss: 0.0311131 | val_loss: 0.0311307 | Time: 6819.42 ms
[2022-03-31 03:43:39 main:574] : INFO : Epoch 1859 | loss: 0.0311133 | val_loss: 0.03113 | Time: 7274.89 ms
[2022-03-31 03:43:46 main:574] : INFO : Epoch 1860 | loss: 0.0311146 | val_loss: 0.0311367 | Time: 6845.58 ms
[2022-03-31 03:43:53 main:574] : INFO : Epoch 1861 | loss: 0.0311159 | val_loss: 0.0311373 | Time: 7073.73 ms
[2022-03-31 03:44:00 main:574] : INFO : Epoch 1862 | loss: 0.031114 | val_loss: 0.0311284 | Time: 7041.39 ms
[2022-03-31 03:44:07 main:574] : INFO : Epoch 1863 | loss: 0.0311109 | val_loss: 0.031133 | Time: 7267.32 ms
[2022-03-31 03:44:15 main:574] : INFO : Epoch 1864 | loss: 0.0311114 | val_loss: 0.0311281 | Time: 8046.91 ms
[2022-03-31 03:44:23 main:574] : INFO : Epoch 1865 | loss: 0.0311128 | val_loss: 0.0311298 | Time: 8298.52 ms
[2022-03-31 03:44:31 main:574] : INFO : Epoch 1866 | loss: 0.0311104 | val_loss: 0.031127 | Time: 7159.77 ms
[2022-03-31 03:44:37 main:574] : INFO : Epoch 1867 | loss: 0.0311086 | val_loss: 0.0311299 | Time: 6693.66 ms
[2022-03-31 03:44:44 main:574] : INFO : Epoch 1868 | loss: 0.031112 | val_loss: 0.0311264 | Time: 6657.98 ms
[2022-03-31 03:44:51 main:574] : INFO : Epoch 1869 | loss: 0.031112 | val_loss: 0.0311247 | Time: 6886.99 ms
[2022-03-31 03:44:58 main:574] : INFO : Epoch 1870 | loss: 0.0311113 | val_loss: 0.0311234 | Time: 7001.11 ms
[2022-03-31 03:45:05 main:574] : INFO : Epoch 1871 | loss: 0.031111 | val_loss: 0.0311311 | Time: 6878.91 ms
[2022-03-31 03:45:12 main:574] : INFO : Epoch 1872 | loss: 0.0311125 | val_loss: 0.0311276 | Time: 7289.95 ms
[2022-03-31 03:45:19 main:574] : INFO : Epoch 1873 | loss: 0.0311117 | val_loss: 0.0311266 | Time: 6709.71 ms
[2022-03-31 03:45:26 main:574] : INFO : Epoch 1874 | loss: 0.0311098 | val_loss: 0.0311245 | Time: 7137.58 ms
[2022-03-31 03:45:33 main:574] : INFO : Epoch 1875 | loss: 0.0311108 | val_loss: 0.0311274 | Time: 7021.87 ms
[2022-03-31 03:45:41 main:574] : INFO : Epoch 1876 | loss: 0.0311121 | val_loss: 0.0311273 | Time: 7696.63 ms
[2022-03-31 03:45:48 main:574] : INFO : Epoch 1877 | loss: 0.0311104 | val_loss: 0.0311277 | Time: 7752.3 ms
[2022-03-31 03:45:56 main:574] : INFO : Epoch 1878 | loss: 0.0311084 | val_loss: 0.031126 | Time: 7103.4 ms
[2022-03-31 03:46:03 main:574] : INFO : Epoch 1879 | loss: 0.0311124 | val_loss: 0.0311345 | Time: 7050.9 ms
[2022-03-31 03:46:09 main:574] : INFO : Epoch 1880 | loss: 0.0311111 | val_loss: 0.0311254 | Time: 6714.75 ms
[2022-03-31 03:46:16 main:574] : INFO : Epoch 1881 | loss: 0.0311074 | val_loss: 0.031126 | Time: 6892.93 ms
[2022-03-31 03:46:23 main:574] : INFO : Epoch 1882 | loss: 0.0311111 | val_loss: 0.0311222 | Time: 6647.49 ms
[2022-03-31 03:46:31 main:574] : INFO : Epoch 1883 | loss: 0.0311144 | val_loss: 0.0311249 | Time: 7596.93 ms
[2022-03-31 03:46:38 main:574] : INFO : Epoch 1884 | loss: 0.0311123 | val_loss: 0.0311232 | Time: 7738.44 ms
[2022-03-31 03:46:46 main:574] : INFO : Epoch 1885 | loss: 0.0311098 | val_loss: 0.0311265 | Time: 7689.73 ms
[2022-03-31 03:46:53 main:574] : INFO : Epoch 1886 | loss: 0.03111 | val_loss: 0.0311297 | Time: 6893.06 ms
[2022-03-31 03:47:00 main:574] : INFO : Epoch 1887 | loss: 0.0311103 | val_loss: 0.03113 | Time: 6747.82 ms
[2022-03-31 03:47:07 main:574] : INFO : Epoch 1888 | loss: 0.0311091 | val_loss: 0.0311242 | Time: 6876.12 ms
[2022-03-31 03:47:14 main:574] : INFO : Epoch 1889 | loss: 0.0311081 | val_loss: 0.0311257 | Time: 7043.17 ms
[2022-03-31 03:47:21 main:574] : INFO : Epoch 1890 | loss: 0.0311108 | val_loss: 0.0311257 | Time: 7255.44 ms
[2022-03-31 03:47:29 main:574] : INFO : Epoch 1891 | loss: 0.0311085 | val_loss: 0.0311267 | Time: 7893.35 ms
[2022-03-31 03:47:36 main:574] : INFO : Epoch 1892 | loss: 0.0311091 | val_loss: 0.0311241 | Time: 7391.27 ms
[2022-03-31 03:47:43 main:574] : INFO : Epoch 1893 | loss: 0.0311089 | val_loss: 0.0311239 | Time: 7113.23 ms
[2022-03-31 03:47:50 main:574] : INFO : Epoch 1894 | loss: 0.031119 | val_loss: 0.0311304 | Time: 6717.99 ms
[2022-03-31 03:47:58 main:574] : INFO : Epoch 1895 | loss: 0.0311171 | val_loss: 0.031123 | Time: 7644.42 ms
[2022-03-31 03:48:05 main:574] : INFO : Epoch 1896 | loss: 0.0311146 | val_loss: 0.0311268 | Time: 6903.24 ms
[2022-03-31 03:48:11 main:574] : INFO : Epoch 1897 | loss: 0.0311104 | val_loss: 0.0311234 | Time: 6532.66 ms
[2022-03-31 03:48:19 main:574] : INFO : Epoch 1898 | loss: 0.0311181 | val_loss: 0.0311304 | Time: 7558.63 ms
[2022-03-31 03:48:27 main:574] : INFO : Epoch 1899 | loss: 0.0311231 | val_loss: 0.0311289 | Time: 7840.36 ms
[2022-03-31 03:48:34 main:574] : INFO : Epoch 1900 | loss: 0.0311215 | val_loss: 0.031124 | Time: 7745.67 ms
[2022-03-31 03:48:41 main:574] : INFO : Epoch 1901 | loss: 0.0311144 | val_loss: 0.0311269 | Time: 6878.55 ms
[2022-03-31 03:48:49 main:574] : INFO : Epoch 1902 | loss: 0.0311131 | val_loss: 0.0311233 | Time: 7219.64 ms
[2022-03-31 03:48:55 main:574] : INFO : Epoch 1903 | loss: 0.0311137 | val_loss: 0.031125 | Time: 6722.78 ms
[2022-03-31 03:49:02 main:574] : INFO : Epoch 1904 | loss: 0.0311108 | val_loss: 0.0311255 | Time: 6667.09 ms
[2022-03-31 03:49:09 main:574] : INFO : Epoch 1905 | loss: 0.0311077 | val_loss: 0.0311293 | Time: 6814.89 ms
[2022-03-31 03:49:17 main:574] : INFO : Epoch 1906 | loss: 0.0311075 | val_loss: 0.0311259 | Time: 7701.56 ms
[2022-03-31 03:49:24 main:574] : INFO : Epoch 1907 | loss: 0.0311088 | val_loss: 0.0311252 | Time: 7842.37 ms
[2022-03-31 03:49:32 main:574] : INFO : Epoch 1908 | loss: 0.0311137 | val_loss: 0.0311287 | Time: 7792.36 ms
[2022-03-31 03:49:39 main:574] : INFO : Epoch 1909 | loss: 0.0311111 | val_loss: 0.0311239 | Time: 7045.94 ms
[2022-03-31 03:49:46 main:574] : INFO : Epoch 1910 | loss: 0.0311067 | val_loss: 0.0311276 | Time: 6781.35 ms
[2022-03-31 03:49:53 main:574] : INFO : Epoch 1911 | loss: 0.0311092 | val_loss: 0.0311286 | Time: 6876.31 ms
[2022-03-31 03:50:00 main:574] : INFO : Epoch 1912 | loss: 0.031105 | val_loss: 0.0311289 | Time: 6705.33 ms
[2022-03-31 03:50:07 main:574] : INFO : Epoch 1913 | loss: 0.0311052 | val_loss: 0.0311306 | Time: 7730.18 ms
[2022-03-31 03:50:15 main:574] : INFO : Epoch 1914 | loss: 0.0311062 | val_loss: 0.0311284 | Time: 7568.66 ms
[2022-03-31 03:50:22 main:574] : INFO : Epoch 1915 | loss: 0.0311052 | val_loss: 0.0311272 | Time: 6787.2 ms
[2022-03-31 03:50:29 main:574] : INFO : Epoch 1916 | loss: 0.0311051 | val_loss: 0.0311235 | Time: 7472.6 ms
[2022-03-31 03:50:38 main:574] : INFO : Epoch 1917 | loss: 0.0311053 | val_loss: 0.031122 | Time: 8238.72 ms
[2022-03-31 03:50:45 main:574] : INFO : Epoch 1918 | loss: 0.0311061 | val_loss: 0.0311282 | Time: 7049.49 ms
[2022-03-31 03:50:52 main:574] : INFO : Epoch 1919 | loss: 0.031105 | val_loss: 0.031126 | Time: 6939.93 ms
[2022-03-31 03:50:58 main:574] : INFO : Epoch 1920 | loss: 0.0311045 | val_loss: 0.0311296 | Time: 6592.52 ms
[2022-03-31 03:51:05 main:574] : INFO : Epoch 1921 | loss: 0.0311088 | val_loss: 0.0311301 | Time: 6836.38 ms
[2022-03-31 03:51:13 main:574] : INFO : Epoch 1922 | loss: 0.0311023 | val_loss: 0.031134 | Time: 7523.63 ms
[2022-03-31 03:51:21 main:574] : INFO : Epoch 1923 | loss: 0.0311051 | val_loss: 0.031132 | Time: 8221.61 ms
[2022-03-31 03:51:28 main:574] : INFO : Epoch 1924 | loss: 0.0311039 | val_loss: 0.0311271 | Time: 6901.66 ms
[2022-03-31 03:51:35 main:574] : INFO : Epoch 1925 | loss: 0.0311009 | val_loss: 0.0311275 | Time: 7020.73 ms
[2022-03-31 03:51:42 main:574] : INFO : Epoch 1926 | loss: 0.031108 | val_loss: 0.0311273 | Time: 7083.84 ms
[2022-03-31 03:51:49 main:574] : INFO : Epoch 1927 | loss: 0.0311022 | val_loss: 0.0311229 | Time: 7001.41 ms
[2022-03-31 03:51:56 main:574] : INFO : Epoch 1928 | loss: 0.0311002 | val_loss: 0.0311229 | Time: 6839.51 ms
[2022-03-31 03:52:03 main:574] : INFO : Epoch 1929 | loss: 0.0311004 | val_loss: 0.0311231 | Time: 7020.17 ms
[2022-03-31 03:52:10 main:574] : INFO : Epoch 1930 | loss: 0.0311028 | val_loss: 0.0311403 | Time: 7520.93 ms
[2022-03-31 03:52:19 main:574] : INFO : Epoch 1931 | loss: 0.0311135 | val_loss: 0.0311235 | Time: 8171.66 ms
[2022-03-31 03:52:26 main:574] : INFO : Epoch 1932 | loss: 0.0311112 | val_loss: 0.0311253 | Time: 7130.91 ms
[2022-03-31 03:52:33 main:574] : INFO : Epoch 1933 | loss: 0.0311066 | val_loss: 0.0311273 | Time: 6911.29 ms
[2022-03-31 03:52:39 main:574] : INFO : Epoch 1934 | loss: 0.0311046 | val_loss: 0.0311215 | Time: 6792.95 ms
[2022-03-31 03:52:48 main:574] : INFO : Epoch 1935 | loss: 0.0311016 | val_loss: 0.0311257 | Time: 8250.27 ms
[2022-03-31 03:52:55 main:574] : INFO : Epoch 1936 | loss: 0.0311021 | val_loss: 0.031124 | Time: 7400.93 ms
[2022-03-31 03:53:02 main:574] : INFO : Epoch 1937 | loss: 0.0311015 | val_loss: 0.0311287 | Time: 7059.26 ms
[2022-03-31 03:53:09 main:574] : INFO : Epoch 1938 | loss: 0.0311059 | val_loss: 0.031134 | Time: 6545.65 ms
[2022-03-31 03:53:16 main:574] : INFO : Epoch 1939 | loss: 0.0311095 | val_loss: 0.0311205 | Time: 7608.75 ms
[2022-03-31 03:53:25 main:574] : INFO : Epoch 1940 | loss: 0.0311035 | val_loss: 0.0311242 | Time: 8376.07 ms
[2022-03-31 03:53:32 main:574] : INFO : Epoch 1941 | loss: 0.0311036 | val_loss: 0.031125 | Time: 6997.11 ms
[2022-03-31 03:53:39 main:574] : INFO : Epoch 1942 | loss: 0.0311012 | val_loss: 0.0311244 | Time: 7035.36 ms
[2022-03-31 03:53:46 main:574] : INFO : Epoch 1943 | loss: 0.0311008 | val_loss: 0.0311268 | Time: 6761.12 ms
[2022-03-31 03:53:52 main:574] : INFO : Epoch 1944 | loss: 0.0311027 | val_loss: 0.0311241 | Time: 6555.73 ms
[2022-03-31 03:53:59 main:574] : INFO : Epoch 1945 | loss: 0.0311002 | val_loss: 0.0311294 | Time: 7191.76 ms
[2022-03-31 03:54:07 main:574] : INFO : Epoch 1946 | loss: 0.0311013 | val_loss: 0.0311275 | Time: 7924.6 ms
[2022-03-31 03:54:15 main:574] : INFO : Epoch 1947 | loss: 0.0310987 | val_loss: 0.0311227 | Time: 7620.22 ms
[2022-03-31 03:54:22 main:574] : INFO : Epoch 1948 | loss: 0.0310985 | val_loss: 0.0311267 | Time: 6765.78 ms
[2022-03-31 03:54:29 main:574] : INFO : Epoch 1949 | loss: 0.0310991 | val_loss: 0.0311244 | Time: 7370.46 ms
[2022-03-31 03:54:36 main:574] : INFO : Epoch 1950 | loss: 0.0310958 | val_loss: 0.0311244 | Time: 6564.89 ms
[2022-03-31 03:54:43 main:574] : INFO : Epoch 1951 | loss: 0.0310995 | val_loss: 0.0311261 | Time: 7227.84 ms
[2022-03-31 03:54:50 main:574] : INFO : Epoch 1952 | loss: 0.031102 | val_loss: 0.031125 | Time: 7429.4 ms
[2022-03-31 03:54:57 main:574] : INFO : Epoch 1953 | loss: 0.0311008 | val_loss: 0.031124 | Time: 6546.22 ms
[2022-03-31 03:55:03 main:574] : INFO : Epoch 1954 | loss: 0.031099 | val_loss: 0.0311266 | Time: 6560.47 ms
[2022-03-31 03:55:11 main:574] : INFO : Epoch 1955 | loss: 0.0310954 | val_loss: 0.0311257 | Time: 7238.06 ms
[2022-03-31 03:55:18 main:574] : INFO : Epoch 1956 | loss: 0.0310963 | val_loss: 0.0311283 | Time: 6925.89 ms
[2022-03-31 03:55:25 main:574] : INFO : Epoch 1957 | loss: 0.0310947 | val_loss: 0.0311254 | Time: 6861.71 ms
[2022-03-31 03:55:35 main:574] : INFO : Epoch 1958 | loss: 0.0310972 | val_loss: 0.0311265 | Time: 10054.5 ms
[2022-03-31 03:55:42 main:574] : INFO : Epoch 1959 | loss: 0.0310985 | val_loss: 0.0311237 | Time: 7633.52 ms
[2022-03-31 03:55:52 main:574] : INFO : Epoch 1960 | loss: 0.0310975 | val_loss: 0.0311252 | Time: 9420.19 ms
[2022-03-31 03:56:00 main:574] : INFO : Epoch 1961 | loss: 0.0310978 | val_loss: 0.031126 | Time: 7869.5 ms
[2022-03-31 03:56:06 main:574] : INFO : Epoch 1962 | loss: 0.0310983 | val_loss: 0.0311254 | Time: 6850.66 ms
[2022-03-31 03:56:14 main:574] : INFO : Epoch 1963 | loss: 0.031104 | val_loss: 0.0311256 | Time: 7178.08 ms
[2022-03-31 03:56:21 main:574] : INFO : Epoch 1964 | loss: 0.0311142 | val_loss: 0.0311283 | Time: 7166.72 ms
[2022-03-31 03:56:29 main:574] : INFO : Epoch 1965 | loss: 0.0311105 | val_loss: 0.0311298 | Time: 7812.8 ms
[2022-03-31 03:56:36 main:574] : INFO : Epoch 1966 | loss: 0.031108 | val_loss: 0.0311326 | Time: 7256.94 ms
[2022-03-31 03:56:43 main:574] : INFO : Epoch 1967 | loss: 0.0311109 | val_loss: 0.0311287 | Time: 6719.87 ms
[2022-03-31 03:56:50 main:574] : INFO : Epoch 1968 | loss: 0.0311059 | val_loss: 0.0311257 | Time: 7356.55 ms
[2022-03-31 03:56:56 main:574] : INFO : Epoch 1969 | loss: 0.031108 | val_loss: 0.0311249 | Time: 6468.54 ms
[2022-03-31 03:57:04 main:574] : INFO : Epoch 1970 | loss: 0.031117 | val_loss: 0.0311329 | Time: 7414.81 ms
[2022-03-31 03:57:13 main:574] : INFO : Epoch 1971 | loss: 0.0311133 | val_loss: 0.0311274 | Time: 8838.6 ms
[2022-03-31 03:57:19 main:574] : INFO : Epoch 1972 | loss: 0.0311163 | val_loss: 0.0311252 | Time: 6350.78 ms
[2022-03-31 03:57:26 main:574] : INFO : Epoch 1973 | loss: 0.0311119 | val_loss: 0.0311226 | Time: 6683.34 ms
[2022-03-31 03:57:33 main:574] : INFO : Epoch 1974 | loss: 0.0311073 | val_loss: 0.0311231 | Time: 7261.68 ms
[2022-03-31 03:57:40 main:574] : INFO : Epoch 1975 | loss: 0.0311048 | val_loss: 0.0311244 | Time: 7143.88 ms
[2022-03-31 03:57:47 main:574] : INFO : Epoch 1976 | loss: 0.0311069 | val_loss: 0.0311269 | Time: 7234.99 ms
[2022-03-31 03:57:54 main:574] : INFO : Epoch 1977 | loss: 0.0311056 | val_loss: 0.031122 | Time: 6753.74 ms
[2022-03-31 03:58:02 main:574] : INFO : Epoch 1978 | loss: 0.031101 | val_loss: 0.0311226 | Time: 7336.16 ms
[2022-03-31 03:58:09 main:574] : INFO : Epoch 1979 | loss: 0.0311029 | val_loss: 0.0311229 | Time: 6937.65 ms
[2022-03-31 03:58:16 main:574] : INFO : Epoch 1980 | loss: 0.0310999 | val_loss: 0.0311224 | Time: 7380.85 ms
[2022-03-31 03:58:23 main:574] : INFO : Epoch 1981 | loss: 0.0311017 | val_loss: 0.0311237 | Time: 6769.89 ms
[2022-03-31 03:58:29 main:574] : INFO : Epoch 1982 | loss: 0.0311019 | val_loss: 0.0311218 | Time: 6709.57 ms
[2022-03-31 03:58:37 main:574] : INFO : Epoch 1983 | loss: 0.0311013 | val_loss: 0.0311229 | Time: 8003.53 ms
[2022-03-31 03:58:45 main:574] : INFO : Epoch 1984 | loss: 0.0310977 | val_loss: 0.0311216 | Time: 7349.94 ms
[2022-03-31 03:58:51 main:574] : INFO : Epoch 1985 | loss: 0.0310973 | val_loss: 0.0311213 | Time: 6579.97 ms
[2022-03-31 03:58:58 main:574] : INFO : Epoch 1986 | loss: 0.0310964 | val_loss: 0.0311189 | Time: 6730.63 ms
[2022-03-31 03:59:05 main:574] : INFO : Epoch 1987 | loss: 0.0310974 | val_loss: 0.0311226 | Time: 6551.65 ms
[2022-03-31 03:59:12 main:574] : INFO : Epoch 1988 | loss: 0.0310983 | val_loss: 0.0311217 | Time: 6902.34 ms
[2022-03-31 03:59:19 main:574] : INFO : Epoch 1989 | loss: 0.0310982 | val_loss: 0.031124 | Time: 7452.51 ms
[2022-03-31 03:59:27 main:574] : INFO : Epoch 1990 | loss: 0.0310986 | val_loss: 0.0311241 | Time: 8289.29 ms
[2022-03-31 03:59:34 main:574] : INFO : Epoch 1991 | loss: 0.0310968 | val_loss: 0.0311216 | Time: 6544.86 ms
[2022-03-31 03:59:41 main:574] : INFO : Epoch 1992 | loss: 0.0310981 | val_loss: 0.0311242 | Time: 7048.38 ms
[2022-03-31 03:59:48 main:574] : INFO : Epoch 1993 | loss: 0.0311035 | val_loss: 0.0311249 | Time: 6791.21 ms
[2022-03-31 03:59:55 main:574] : INFO : Epoch 1994 | loss: 0.0311 | val_loss: 0.0311263 | Time: 6731.36 ms
[2022-03-31 04:00:02 main:574] : INFO : Epoch 1995 | loss: 0.0310955 | val_loss: 0.0311269 | Time: 6910.39 ms
[2022-03-31 04:00:09 main:574] : INFO : Epoch 1996 | loss: 0.0311036 | val_loss: 0.0311306 | Time: 6973.82 ms
[2022-03-31 04:00:16 main:574] : INFO : Epoch 1997 | loss: 0.0310982 | val_loss: 0.0311219 | Time: 7211.45 ms
[2022-03-31 04:00:23 main:574] : INFO : Epoch 1998 | loss: 0.0310961 | val_loss: 0.0311224 | Time: 7523.28 ms
[2022-03-31 04:00:31 main:574] : INFO : Epoch 1999 | loss: 0.0310944 | val_loss: 0.0311243 | Time: 7337.39 ms
[2022-03-31 04:00:38 main:574] : INFO : Epoch 2000 | loss: 0.0310958 | val_loss: 0.0311292 | Time: 7019.42 ms
[2022-03-31 04:00:45 main:574] : INFO : Epoch 2001 | loss: 0.0310981 | val_loss: 0.031127 | Time: 6841.95 ms
[2022-03-31 04:00:52 main:574] : INFO : Epoch 2002 | loss: 0.0310977 | val_loss: 0.0311226 | Time: 7125 ms
[2022-03-31 04:00:59 main:574] : INFO : Epoch 2003 | loss: 0.031101 | val_loss: 0.0311249 | Time: 7332.23 ms
[2022-03-31 04:01:07 main:574] : INFO : Epoch 2004 | loss: 0.0310995 | val_loss: 0.0311246 | Time: 8215.46 ms
[2022-03-31 04:01:15 main:574] : INFO : Epoch 2005 | loss: 0.0310959 | val_loss: 0.0311232 | Time: 8002.2 ms
[2022-03-31 04:01:22 main:574] : INFO : Epoch 2006 | loss: 0.0310934 | val_loss: 0.031124 | Time: 6807.62 ms
[2022-03-31 04:01:29 main:574] : INFO : Epoch 2007 | loss: 0.0310927 | val_loss: 0.031126 | Time: 6590.7 ms
[2022-03-31 04:01:35 main:574] : INFO : Epoch 2008 | loss: 0.0310945 | val_loss: 0.0311215 | Time: 6733.81 ms
[2022-03-31 04:01:42 main:574] : INFO : Epoch 2009 | loss: 0.0310936 | val_loss: 0.031121 | Time: 6824.8 ms
[2022-03-31 04:01:49 main:574] : INFO : Epoch 2010 | loss: 0.031098 | val_loss: 0.0311209 | Time: 6787.44 ms
[2022-03-31 04:01:56 main:574] : INFO : Epoch 2011 | loss: 0.031097 | val_loss: 0.0311235 | Time: 6866.03 ms
[2022-03-31 04:02:03 main:574] : INFO : Epoch 2012 | loss: 0.0310971 | val_loss: 0.0311227 | Time: 7128.84 ms
[2022-03-31 04:02:10 main:574] : INFO : Epoch 2013 | loss: 0.0310993 | val_loss: 0.0311229 | Time: 6840.92 ms
[2022-03-31 04:02:18 main:574] : INFO : Epoch 2014 | loss: 0.0310951 | val_loss: 0.0311199 | Time: 8018.85 ms
[2022-03-31 04:02:26 main:574] : INFO : Epoch 2015 | loss: 0.0310953 | val_loss: 0.0311263 | Time: 8012.36 ms
[2022-03-31 04:02:33 main:574] : INFO : Epoch 2016 | loss: 0.0310974 | val_loss: 0.0311225 | Time: 6931.37 ms
[2022-03-31 04:02:40 main:574] : INFO : Epoch 2017 | loss: 0.031097 | val_loss: 0.031118 | Time: 7328.7 ms
[2022-03-31 04:02:47 main:574] : INFO : Epoch 2018 | loss: 0.031091 | val_loss: 0.0311187 | Time: 6568.14 ms
[2022-03-31 04:02:54 main:574] : INFO : Epoch 2019 | loss: 0.0310958 | val_loss: 0.0311222 | Time: 6718.18 ms
[2022-03-31 04:03:01 main:574] : INFO : Epoch 2020 | loss: 0.031095 | val_loss: 0.0311206 | Time: 6953.53 ms
[2022-03-31 04:03:08 main:574] : INFO : Epoch 2021 | loss: 0.0310918 | val_loss: 0.0311207 | Time: 7094.42 ms
[2022-03-31 04:03:15 main:574] : INFO : Epoch 2022 | loss: 0.0310908 | val_loss: 0.0311191 | Time: 7082.61 ms
[2022-03-31 04:03:23 main:574] : INFO : Epoch 2023 | loss: 0.031093 | val_loss: 0.0311235 | Time: 7693.46 ms
[2022-03-31 04:03:29 main:574] : INFO : Epoch 2024 | loss: 0.0311168 | val_loss: 0.0311218 | Time: 6811.14 ms
[2022-03-31 04:03:36 main:574] : INFO : Epoch 2025 | loss: 0.0311164 | val_loss: 0.0311222 | Time: 6578.66 ms
[2022-03-31 04:03:43 main:574] : INFO : Epoch 2026 | loss: 0.0311088 | val_loss: 0.03112 | Time: 6827.5 ms
[2022-03-31 04:03:50 main:574] : INFO : Epoch 2027 | loss: 0.0311053 | val_loss: 0.0311154 | Time: 7017.72 ms
[2022-03-31 04:03:57 main:574] : INFO : Epoch 2028 | loss: 0.0311004 | val_loss: 0.0311132 | Time: 7563 ms
[2022-03-31 04:04:05 main:574] : INFO : Epoch 2029 | loss: 0.0310965 | val_loss: 0.0311126 | Time: 7342.54 ms
[2022-03-31 04:04:13 main:574] : INFO : Epoch 2030 | loss: 0.0310959 | val_loss: 0.0311134 | Time: 7761.96 ms
[2022-03-31 04:04:19 main:574] : INFO : Epoch 2031 | loss: 0.0311012 | val_loss: 0.0311203 | Time: 6801.7 ms
[2022-03-31 04:04:27 main:574] : INFO : Epoch 2032 | loss: 0.0310967 | val_loss: 0.0311176 | Time: 7441.21 ms
[2022-03-31 04:04:34 main:574] : INFO : Epoch 2033 | loss: 0.031093 | val_loss: 0.0311122 | Time: 6880.6 ms
[2022-03-31 04:04:41 main:574] : INFO : Epoch 2034 | loss: 0.0310928 | val_loss: 0.0311131 | Time: 7433.69 ms
[2022-03-31 04:04:48 main:574] : INFO : Epoch 2035 | loss: 0.0310933 | val_loss: 0.031112 | Time: 6758.45 ms
[2022-03-31 04:04:54 main:574] : INFO : Epoch 2036 | loss: 0.0310912 | val_loss: 0.0311168 | Time: 6444.08 ms
[2022-03-31 04:05:01 main:574] : INFO : Epoch 2037 | loss: 0.0310962 | val_loss: 0.0311126 | Time: 6794.12 ms
[2022-03-31 04:05:08 main:574] : INFO : Epoch 2038 | loss: 0.0310911 | val_loss: 0.0311153 | Time: 6507.29 ms
[2022-03-31 04:05:14 main:574] : INFO : Epoch 2039 | loss: 0.0310909 | val_loss: 0.0311128 | Time: 6575.78 ms
[2022-03-31 04:05:21 main:574] : INFO : Epoch 2040 | loss: 0.0310899 | val_loss: 0.0311134 | Time: 7006.19 ms
[2022-03-31 04:05:28 main:574] : INFO : Epoch 2041 | loss: 0.0310879 | val_loss: 0.0311116 | Time: 6535 ms
[2022-03-31 04:05:36 main:574] : INFO : Epoch 2042 | loss: 0.0310881 | val_loss: 0.0311118 | Time: 8102.38 ms
[2022-03-31 04:05:45 main:574] : INFO : Epoch 2043 | loss: 0.0310868 | val_loss: 0.0311164 | Time: 8991.11 ms
[2022-03-31 04:05:52 main:574] : INFO : Epoch 2044 | loss: 0.0310857 | val_loss: 0.0311138 | Time: 6687.43 ms
[2022-03-31 04:05:58 main:574] : INFO : Epoch 2045 | loss: 0.0310867 | val_loss: 0.0311137 | Time: 6725.73 ms
[2022-03-31 04:06:05 main:574] : INFO : Epoch 2046 | loss: 0.0310885 | val_loss: 0.0311187 | Time: 6643.64 ms
[2022-03-31 04:06:12 main:574] : INFO : Epoch 2047 | loss: 0.0310889 | val_loss: 0.0311159 | Time: 7008.28 ms
[2022-03-31 04:06:19 main:574] : INFO : Epoch 2048 | loss: 0.0310897 | val_loss: 0.0311133 | Time: 6625.1 ms
[2022-03-31 04:06:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311133
[2022-03-31 04:06:19 main:603] : INFO : Saving end state to config to file
[2022-03-31 04:06:19 main:608] : INFO : Success, exiting..
04:06:19 (24736): 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)