Task 14175707
| Name | ParityModified-1647046561-6850-3-0_0 |
| Workunit | 11237954 |
| Created | 1 Apr 2022, 4:54:45 UTC |
| Sent | 10 Apr 2022, 13:43:49 UTC |
| Report deadline | 18 Apr 2022, 13:43:49 UTC |
| Received | 16 Apr 2022, 9:08:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 51 min 58 sec |
| CPU time | 3 hours 26 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310733 | val_loss: 0.0311407 | Time: 6797.39 ms
[2022-04-16 13:54:59 main:574] : INFO : Epoch 1543 | loss: 0.0310729 | val_loss: 0.0311343 | Time: 7989.67 ms
[2022-04-16 13:55:06 main:574] : INFO : Epoch 1544 | loss: 0.031077 | val_loss: 0.0311365 | Time: 6790.5 ms
[2022-04-16 13:55:13 main:574] : INFO : Epoch 1545 | loss: 0.031078 | val_loss: 0.0311345 | Time: 6807.87 ms
[2022-04-16 13:55:19 main:574] : INFO : Epoch 1546 | loss: 0.0310791 | val_loss: 0.031133 | Time: 6780.69 ms
[2022-04-16 13:55:26 main:574] : INFO : Epoch 1547 | loss: 0.0310766 | val_loss: 0.0311328 | Time: 6827.14 ms
[2022-04-16 13:55:33 main:574] : INFO : Epoch 1548 | loss: 0.0310808 | val_loss: 0.0311279 | Time: 6814.87 ms
[2022-04-16 13:55:40 main:574] : INFO : Epoch 1549 | loss: 0.0310769 | val_loss: 0.0311337 | Time: 6792.1 ms
[2022-04-16 13:55:47 main:574] : INFO : Epoch 1550 | loss: 0.0310719 | val_loss: 0.0311361 | Time: 6904.97 ms
[2022-04-16 13:55:54 main:574] : INFO : Epoch 1551 | loss: 0.0310732 | val_loss: 0.0311332 | Time: 6819.04 ms
[2022-04-16 13:56:01 main:574] : INFO : Epoch 1552 | loss: 0.031081 | val_loss: 0.0311215 | Time: 7672.37 ms
[2022-04-16 13:56:18 main:574] : INFO : Epoch 1553 | loss: 0.031079 | val_loss: 0.0311263 | Time: 16769.5 ms
[2022-04-16 13:56:25 main:574] : INFO : Epoch 1554 | loss: 0.0310797 | val_loss: 0.0311251 | Time: 6791.75 ms
[2022-04-16 13:56:32 main:574] : INFO : Epoch 1555 | loss: 0.03108 | val_loss: 0.0311308 | Time: 6796.5 ms
[2022-04-16 13:56:38 main:574] : INFO : Epoch 1556 | loss: 0.0310776 | val_loss: 0.0311302 | Time: 6864.52 ms
[2022-04-16 13:56:45 main:574] : INFO : Epoch 1557 | loss: 0.0310749 | val_loss: 0.031124 | Time: 6795.73 ms
[2022-04-16 13:56:52 main:574] : INFO : Epoch 1558 | loss: 0.031076 | val_loss: 0.0311252 | Time: 6804.5 ms
[2022-04-16 13:56:59 main:574] : INFO : Epoch 1559 | loss: 0.0310833 | val_loss: 0.0311258 | Time: 7001.88 ms
[2022-04-16 13:57:06 main:574] : INFO : Epoch 1560 | loss: 0.0310852 | val_loss: 0.0311284 | Time: 6840.76 ms
[2022-04-16 13:57:13 main:574] : INFO : Epoch 1561 | loss: 0.031085 | val_loss: 0.0311276 | Time: 6807.49 ms
[2022-04-16 13:57:20 main:574] : INFO : Epoch 1562 | loss: 0.0310838 | val_loss: 0.0311265 | Time: 6806.94 ms
[2022-04-16 13:57:26 main:574] : INFO : Epoch 1563 | loss: 0.031084 | val_loss: 0.0311264 | Time: 6848.48 ms
[2022-04-16 13:57:33 main:574] : INFO : Epoch 1564 | loss: 0.0310824 | val_loss: 0.0311236 | Time: 6840.56 ms
[2022-04-16 13:57:40 main:574] : INFO : Epoch 1565 | loss: 0.0310797 | val_loss: 0.0311259 | Time: 6802.83 ms
[2022-04-16 13:57:47 main:574] : INFO : Epoch 1566 | loss: 0.0310772 | val_loss: 0.0311276 | Time: 6799.3 ms
[2022-04-16 13:57:54 main:574] : INFO : Epoch 1567 | loss: 0.0310753 | val_loss: 0.0311281 | Time: 6823.15 ms
[2022-04-16 13:58:01 main:574] : INFO : Epoch 1568 | loss: 0.0310798 | val_loss: 0.0311252 | Time: 6899.98 ms
[2022-04-16 13:58:07 main:574] : INFO : Epoch 1569 | loss: 0.0310832 | val_loss: 0.0311307 | Time: 6813.82 ms
[2022-04-16 13:58:14 main:574] : INFO : Epoch 1570 | loss: 0.0310856 | val_loss: 0.0311336 | Time: 6816.69 ms
[2022-04-16 13:58:21 main:574] : INFO : Epoch 1571 | loss: 0.031085 | val_loss: 0.0311303 | Time: 6848.43 ms
[2022-04-16 13:58:28 main:574] : INFO : Epoch 1572 | loss: 0.031085 | val_loss: 0.0311315 | Time: 6844.28 ms
[2022-04-16 13:58:35 main:574] : INFO : Epoch 1573 | loss: 0.0310859 | val_loss: 0.0311332 | Time: 6832.99 ms
[2022-04-16 13:58:42 main:574] : INFO : Epoch 1574 | loss: 0.031082 | val_loss: 0.031129 | Time: 6833.07 ms
[2022-04-16 13:58:48 main:574] : INFO : Epoch 1575 | loss: 0.0310814 | val_loss: 0.0311272 | Time: 6818.07 ms
[2022-04-16 13:58:55 main:574] : INFO : Epoch 1576 | loss: 0.0310782 | val_loss: 0.0311269 | Time: 6796.17 ms
[2022-04-16 13:59:02 main:574] : INFO : Epoch 1577 | loss: 0.0310765 | val_loss: 0.031128 | Time: 6941.81 ms
[2022-04-16 13:59:09 main:574] : INFO : Epoch 1578 | loss: 0.0310758 | val_loss: 0.0311228 | Time: 6811.97 ms
[2022-04-16 13:59:16 main:574] : INFO : Epoch 1579 | loss: 0.0310758 | val_loss: 0.0311229 | Time: 6805.32 ms
[2022-04-16 13:59:23 main:574] : INFO : Epoch 1580 | loss: 0.0310741 | val_loss: 0.0311253 | Time: 6822.77 ms
[2022-04-16 13:59:29 main:574] : INFO : Epoch 1581 | loss: 0.0310753 | val_loss: 0.0311292 | Time: 6825.73 ms
[2022-04-16 13:59:36 main:574] : INFO : Epoch 1582 | loss: 0.0310754 | val_loss: 0.0311346 | Time: 6812.67 ms
[2022-04-16 13:59:44 main:574] : INFO : Epoch 1583 | loss: 0.0310805 | val_loss: 0.0311412 | Time: 7708.53 ms
[2022-04-16 13:59:51 main:574] : INFO : Epoch 1584 | loss: 0.0310796 | val_loss: 0.0311257 | Time: 6811.95 ms
[2022-04-16 13:59:58 main:574] : INFO : Epoch 1585 | loss: 0.0310771 | val_loss: 0.0311297 | Time: 7009.24 ms
[2022-04-16 14:00:05 main:574] : INFO : Epoch 1586 | loss: 0.0310808 | val_loss: 0.0311263 | Time: 6872.89 ms
[2022-04-16 14:00:12 main:574] : INFO : Epoch 1587 | loss: 0.0310765 | val_loss: 0.031123 | Time: 6803.97 ms
[2022-04-16 14:00:18 main:574] : INFO : Epoch 1588 | loss: 0.0310745 | val_loss: 0.0311264 | Time: 6794.31 ms
[2022-04-16 14:00:25 main:574] : INFO : Epoch 1589 | loss: 0.0310761 | val_loss: 0.0311278 | Time: 6858.33 ms
[2022-04-16 14:00:32 main:574] : INFO : Epoch 1590 | loss: 0.0310747 | val_loss: 0.031131 | Time: 6811.33 ms
[2022-04-16 14:00:39 main:574] : INFO : Epoch 1591 | loss: 0.0310778 | val_loss: 0.0311276 | Time: 6811.38 ms
[2022-04-16 14:00:46 main:574] : INFO : Epoch 1592 | loss: 0.0310928 | val_loss: 0.0311285 | Time: 6851.42 ms
[2022-04-16 14:00:53 main:574] : INFO : Epoch 1593 | loss: 0.0310883 | val_loss: 0.0311256 | Time: 6842.95 ms
[2022-04-16 14:01:00 main:574] : INFO : Epoch 1594 | loss: 0.0310837 | val_loss: 0.0311288 | Time: 7901.44 ms
[2022-04-16 14:07:21 main:574] : INFO : Epoch 1595 | loss: 0.0310848 | val_loss: 0.0311261 | Time: 381031 ms
[2022-04-16 14:07:28 main:574] : INFO : Epoch 1596 | loss: 0.0310844 | val_loss: 0.0311315 | Time: 6651.65 ms
[2022-04-16 14:07:35 main:574] : INFO : Epoch 1597 | loss: 0.0310828 | val_loss: 0.0311318 | Time: 6777.59 ms
[2022-04-16 14:07:42 main:574] : INFO : Epoch 1598 | loss: 0.0310822 | val_loss: 0.0311296 | Time: 6821.43 ms
[2022-04-16 14:07:49 main:574] : INFO : Epoch 1599 | loss: 0.0310816 | val_loss: 0.0311333 | Time: 6846.33 ms
[2022-04-16 14:07:56 main:574] : INFO : Epoch 1600 | loss: 0.0310787 | val_loss: 0.0311281 | Time: 7122.13 ms
[2022-04-16 14:08:03 main:574] : INFO : Epoch 1601 | loss: 0.0310789 | val_loss: 0.0311342 | Time: 6798.3 ms
[2022-04-16 14:08:09 main:574] : INFO : Epoch 1602 | loss: 0.0310805 | val_loss: 0.0311339 | Time: 6836.3 ms
[2022-04-16 14:08:16 main:574] : INFO : Epoch 1603 | loss: 0.0310805 | val_loss: 0.0311277 | Time: 6817.23 ms
[2022-04-16 14:08:23 main:574] : INFO : Epoch 1604 | loss: 0.0310798 | val_loss: 0.031129 | Time: 6836.62 ms
[2022-04-16 14:08:30 main:574] : INFO : Epoch 1605 | loss: 0.0310785 | val_loss: 0.0311322 | Time: 6843.01 ms
[2022-04-16 14:08:37 main:574] : INFO : Epoch 1606 | loss: 0.0310791 | val_loss: 0.0311346 | Time: 6838.65 ms
[2022-04-16 14:08:44 main:574] : INFO : Epoch 1607 | loss: 0.031081 | val_loss: 0.0311351 | Time: 6833.17 ms
[2022-04-16 14:08:50 main:574] : INFO : Epoch 1608 | loss: 0.0310788 | val_loss: 0.031132 | Time: 6792.47 ms
[2022-04-16 14:08:57 main:574] : INFO : Epoch 1609 | loss: 0.0310774 | val_loss: 0.0311303 | Time: 6942.02 ms
[2022-04-16 14:09:04 main:574] : INFO : Epoch 1610 | loss: 0.0310755 | val_loss: 0.0311297 | Time: 6839.37 ms
[2022-04-16 14:09:11 main:574] : INFO : Epoch 1611 | loss: 0.0310749 | val_loss: 0.0311353 | Time: 6802.13 ms
[2022-04-16 14:09:18 main:574] : INFO : Epoch 1612 | loss: 0.0310721 | val_loss: 0.0311321 | Time: 6789.17 ms
[2022-04-16 14:09:25 main:574] : INFO : Epoch 1613 | loss: 0.0310702 | val_loss: 0.0311296 | Time: 6821.52 ms
[2022-04-16 14:09:31 main:574] : INFO : Epoch 1614 | loss: 0.0310742 | val_loss: 0.031127 | Time: 6834.6 ms
[2022-04-16 14:09:38 main:574] : INFO : Epoch 1615 | loss: 0.0310747 | val_loss: 0.0311269 | Time: 6804.46 ms
[2022-04-16 14:09:45 main:574] : INFO : Epoch 1616 | loss: 0.0310734 | val_loss: 0.031136 | Time: 6860.15 ms
[2022-04-16 14:09:52 main:574] : INFO : Epoch 1617 | loss: 0.0310751 | val_loss: 0.0311275 | Time: 6789.83 ms
[2022-04-16 14:09:59 main:574] : INFO : Epoch 1618 | loss: 0.0310745 | val_loss: 0.0311215 | Time: 6964.62 ms
[2022-04-16 14:10:26 main:574] : INFO : Epoch 1619 | loss: 0.0310756 | val_loss: 0.0311228 | Time: 27513.4 ms
[2022-04-16 14:10:33 main:574] : INFO : Epoch 1620 | loss: 0.0310885 | val_loss: 0.0311251 | Time: 6807.28 ms
[2022-04-16 14:10:40 main:574] : INFO : Epoch 1621 | loss: 0.0310885 | val_loss: 0.0311274 | Time: 6827.53 ms
[2022-04-16 14:10:47 main:574] : INFO : Epoch 1622 | loss: 0.0310859 | val_loss: 0.0311323 | Time: 6864.83 ms
[2022-04-16 14:10:54 main:574] : INFO : Epoch 1623 | loss: 0.0310844 | val_loss: 0.031128 | Time: 6809.63 ms
[2022-04-16 14:11:02 main:574] : INFO : Epoch 1624 | loss: 0.0310875 | val_loss: 0.0311267 | Time: 7814.72 ms
[2022-04-16 14:12:19 main:574] : INFO : Epoch 1625 | loss: 0.0310836 | val_loss: 0.0311311 | Time: 77510.5 ms
[2022-04-16 14:12:26 main:574] : INFO : Epoch 1626 | loss: 0.0310817 | val_loss: 0.0311265 | Time: 6739.08 ms
[2022-04-16 14:12:33 main:574] : INFO : Epoch 1627 | loss: 0.0310797 | val_loss: 0.0311337 | Time: 6805.51 ms
[2022-04-16 14:12:39 main:574] : INFO : Epoch 1628 | loss: 0.0310826 | val_loss: 0.0311308 | Time: 6794.86 ms
[2022-04-16 14:12:46 main:574] : INFO : Epoch 1629 | loss: 0.0310895 | val_loss: 0.0311398 | Time: 6803.3 ms
[2022-04-16 14:12:53 main:574] : INFO : Epoch 1630 | loss: 0.031095 | val_loss: 0.0311351 | Time: 6802.27 ms
[2022-04-16 14:13:00 main:574] : INFO : Epoch 1631 | loss: 0.0310917 | val_loss: 0.031131 | Time: 6924.92 ms
[2022-04-16 14:13:07 main:574] : INFO : Epoch 1632 | loss: 0.0310932 | val_loss: 0.031135 | Time: 6850.93 ms
[2022-04-16 14:13:14 main:574] : INFO : Epoch 1633 | loss: 0.0310911 | val_loss: 0.0311284 | Time: 6804.96 ms
[2022-04-16 14:13:20 main:574] : INFO : Epoch 1634 | loss: 0.0310906 | val_loss: 0.0311325 | Time: 6817.79 ms
[2022-04-16 14:13:27 main:574] : INFO : Epoch 1635 | loss: 0.0310882 | val_loss: 0.0311334 | Time: 6837.28 ms
[2022-04-16 14:13:34 main:574] : INFO : Epoch 1636 | loss: 0.0310888 | val_loss: 0.0311358 | Time: 6833.43 ms
[2022-04-16 14:13:41 main:574] : INFO : Epoch 1637 | loss: 0.0310889 | val_loss: 0.0311284 | Time: 6859.86 ms
[2022-04-16 14:13:48 main:574] : INFO : Epoch 1638 | loss: 0.0310833 | val_loss: 0.0311277 | Time: 6804.4 ms
[2022-04-16 14:13:55 main:574] : INFO : Epoch 1639 | loss: 0.031081 | val_loss: 0.0311291 | Time: 6803.63 ms
[2022-04-16 14:14:02 main:574] : INFO : Epoch 1640 | loss: 0.031086 | val_loss: 0.0311256 | Time: 6913.02 ms
[2022-04-16 14:14:08 main:574] : INFO : Epoch 1641 | loss: 0.0310841 | val_loss: 0.0311389 | Time: 6811.46 ms
[2022-04-16 14:14:15 main:574] : INFO : Epoch 1642 | loss: 0.0310879 | val_loss: 0.031133 | Time: 6805.51 ms
[2022-04-16 14:14:22 main:574] : INFO : Epoch 1643 | loss: 0.031084 | val_loss: 0.0311344 | Time: 6818.11 ms
[2022-04-16 14:14:29 main:574] : INFO : Epoch 1644 | loss: 0.031081 | val_loss: 0.0311261 | Time: 6785.11 ms
[2022-04-16 14:14:36 main:574] : INFO : Epoch 1645 | loss: 0.031083 | val_loss: 0.0311267 | Time: 6795.21 ms
[2022-04-16 14:14:43 main:574] : INFO : Epoch 1646 | loss: 0.0310809 | val_loss: 0.0311315 | Time: 6866.36 ms
[2022-04-16 14:14:49 main:574] : INFO : Epoch 1647 | loss: 0.0310806 | val_loss: 0.0311327 | Time: 6808.52 ms
[2022-04-16 14:14:56 main:574] : INFO : Epoch 1648 | loss: 0.0310815 | val_loss: 0.0311294 | Time: 6930.91 ms
[2022-04-16 14:15:03 main:574] : INFO : Epoch 1649 | loss: 0.0310792 | val_loss: 0.0311412 | Time: 6824.15 ms
[2022-04-16 14:15:10 main:574] : INFO : Epoch 1650 | loss: 0.0310782 | val_loss: 0.0311291 | Time: 6775.21 ms
[2022-04-16 14:15:17 main:574] : INFO : Epoch 1651 | loss: 0.0310758 | val_loss: 0.0311379 | Time: 6798.97 ms
[2022-04-16 14:15:23 main:574] : INFO : Epoch 1652 | loss: 0.0310813 | val_loss: 0.0311259 | Time: 6808.22 ms
[2022-04-16 14:15:30 main:574] : INFO : Epoch 1653 | loss: 0.0310849 | val_loss: 0.0311348 | Time: 6834.58 ms
[2022-04-16 14:17:48 main:574] : INFO : Epoch 1654 | loss: 0.0310836 | val_loss: 0.0311488 | Time: 138138 ms
[2022-04-16 14:17:55 main:574] : INFO : Epoch 1655 | loss: 0.0311127 | val_loss: 0.0311438 | Time: 6688.95 ms
[2022-04-16 14:19:43 main:574] : INFO : Epoch 1656 | loss: 0.0311095 | val_loss: 0.0311373 | Time: 108081 ms
[2022-04-16 14:19:50 main:574] : INFO : Epoch 1657 | loss: 0.0311019 | val_loss: 0.0311294 | Time: 6771.7 ms
[2022-04-16 14:19:57 main:574] : INFO : Epoch 1658 | loss: 0.0310956 | val_loss: 0.031133 | Time: 6935.94 ms
[2022-04-16 14:20:04 main:574] : INFO : Epoch 1659 | loss: 0.0310971 | val_loss: 0.0311343 | Time: 6798.74 ms
[2022-04-16 14:20:11 main:574] : INFO : Epoch 1660 | loss: 0.0310957 | val_loss: 0.0311337 | Time: 6789.64 ms
[2022-04-16 14:20:17 main:574] : INFO : Epoch 1661 | loss: 0.0310953 | val_loss: 0.0311345 | Time: 6853.34 ms
[2022-04-16 14:20:24 main:574] : INFO : Epoch 1662 | loss: 0.0310946 | val_loss: 0.0311271 | Time: 6820.09 ms
[2022-04-16 14:20:31 main:574] : INFO : Epoch 1663 | loss: 0.0310955 | val_loss: 0.0311324 | Time: 6788.79 ms
[2022-04-16 14:20:38 main:574] : INFO : Epoch 1664 | loss: 0.0310952 | val_loss: 0.0311326 | Time: 6837.08 ms
[2022-04-16 14:20:45 main:574] : INFO : Epoch 1665 | loss: 0.0310913 | val_loss: 0.031134 | Time: 6821.1 ms
[2022-04-16 14:20:52 main:574] : INFO : Epoch 1666 | loss: 0.0310867 | val_loss: 0.0311335 | Time: 6916.02 ms
[2022-04-16 14:21:20 main:574] : INFO : Epoch 1667 | loss: 0.0310861 | val_loss: 0.0311264 | Time: 28424.2 ms
[2022-04-16 14:21:27 main:574] : INFO : Epoch 1668 | loss: 0.0310828 | val_loss: 0.0311345 | Time: 6786.2 ms
[2022-04-16 14:21:34 main:574] : INFO : Epoch 1669 | loss: 0.031083 | val_loss: 0.0311352 | Time: 6821.77 ms
[2022-04-16 14:21:41 main:574] : INFO : Epoch 1670 | loss: 0.0310826 | val_loss: 0.0311372 | Time: 6804.51 ms
[2022-04-16 14:21:47 main:574] : INFO : Epoch 1671 | loss: 0.0310843 | val_loss: 0.0311294 | Time: 6847.66 ms
[2022-04-16 14:28:49 main:574] : INFO : Epoch 1672 | loss: 0.0310832 | val_loss: 0.031132 | Time: 421595 ms
[2022-04-16 14:30:47 main:574] : INFO : Epoch 1673 | loss: 0.0310816 | val_loss: 0.0311281 | Time: 117941 ms
[2022-04-16 14:30:54 main:574] : INFO : Epoch 1674 | loss: 0.0310794 | val_loss: 0.0311265 | Time: 6727.64 ms
[2022-04-16 14:31:21 main:574] : INFO : Epoch 1675 | loss: 0.0310792 | val_loss: 0.0311271 | Time: 27417.1 ms
[2022-04-16 14:31:28 main:574] : INFO : Epoch 1676 | loss: 0.0310771 | val_loss: 0.0311279 | Time: 6811.89 ms
[2022-04-16 14:31:35 main:574] : INFO : Epoch 1677 | loss: 0.0310807 | val_loss: 0.0311354 | Time: 6790.45 ms
[2022-04-16 14:31:42 main:574] : INFO : Epoch 1678 | loss: 0.0310815 | val_loss: 0.0311411 | Time: 6830.04 ms
[2022-04-16 14:31:48 main:574] : INFO : Epoch 1679 | loss: 0.03108 | val_loss: 0.0311295 | Time: 6840.8 ms
[2022-04-16 14:31:55 main:574] : INFO : Epoch 1680 | loss: 0.0310774 | val_loss: 0.0311368 | Time: 6823.89 ms
[2022-04-16 14:32:02 main:574] : INFO : Epoch 1681 | loss: 0.0310771 | val_loss: 0.0311361 | Time: 6931.65 ms
[2022-04-16 14:32:09 main:574] : INFO : Epoch 1682 | loss: 0.0310765 | val_loss: 0.0311455 | Time: 6819.28 ms
[2022-04-16 14:32:16 main:574] : INFO : Epoch 1683 | loss: 0.031075 | val_loss: 0.0311335 | Time: 6869.63 ms
[2022-04-16 14:32:23 main:574] : INFO : Epoch 1684 | loss: 0.0310748 | val_loss: 0.0311289 | Time: 6837.11 ms
[2022-04-16 14:32:30 main:574] : INFO : Epoch 1685 | loss: 0.0310771 | val_loss: 0.0311386 | Time: 7712.21 ms
[2022-04-16 14:36:20 main:574] : INFO : Epoch 1686 | loss: 0.0310855 | val_loss: 0.0311357 | Time: 229476 ms
[2022-04-16 14:36:27 main:574] : INFO : Epoch 1687 | loss: 0.0310804 | val_loss: 0.0311297 | Time: 6695.76 ms
[2022-04-16 14:36:33 main:574] : INFO : Epoch 1688 | loss: 0.0310785 | val_loss: 0.0311352 | Time: 6750.31 ms
[2022-04-16 14:36:40 main:574] : INFO : Epoch 1689 | loss: 0.0310773 | val_loss: 0.0311384 | Time: 6770.11 ms
[2022-04-16 14:36:47 main:574] : INFO : Epoch 1690 | loss: 0.0310769 | val_loss: 0.0311323 | Time: 6804.85 ms
[2022-04-16 14:36:54 main:574] : INFO : Epoch 1691 | loss: 0.0310822 | val_loss: 0.0311343 | Time: 6789.12 ms
[2022-04-16 14:45:06 main:574] : INFO : Epoch 1692 | loss: 0.0310828 | val_loss: 0.0311499 | Time: 492439 ms
[2022-04-16 14:45:13 main:574] : INFO : Epoch 1693 | loss: 0.0310806 | val_loss: 0.0311347 | Time: 6742.75 ms
[2022-04-16 14:45:20 main:574] : INFO : Epoch 1694 | loss: 0.0310947 | val_loss: 0.0311425 | Time: 6734.19 ms
[2022-04-16 14:45:27 main:574] : INFO : Epoch 1695 | loss: 0.0310985 | val_loss: 0.0311434 | Time: 6782.03 ms
[2022-04-16 14:45:33 main:574] : INFO : Epoch 1696 | loss: 0.0310957 | val_loss: 0.0311354 | Time: 6796.69 ms
[2022-04-16 14:45:40 main:574] : INFO : Epoch 1697 | loss: 0.0310908 | val_loss: 0.0311353 | Time: 6826.13 ms
[2022-04-16 14:45:47 main:574] : INFO : Epoch 1698 | loss: 0.0310888 | val_loss: 0.0311388 | Time: 6770.13 ms
[2022-04-16 14:45:54 main:574] : INFO : Epoch 1699 | loss: 0.0310867 | val_loss: 0.031137 | Time: 6824.11 ms
[2022-04-16 14:47:52 main:574] : INFO : Epoch 1700 | loss: 0.0310831 | val_loss: 0.031142 | Time: 118561 ms
[2022-04-16 14:47:59 main:574] : INFO : Epoch 1701 | loss: 0.0310834 | val_loss: 0.0311321 | Time: 6761.33 ms
[2022-04-16 14:48:06 main:574] : INFO : Epoch 1702 | loss: 0.0310839 | val_loss: 0.0311379 | Time: 6775.23 ms
[2022-04-16 14:48:13 main:574] : INFO : Epoch 1703 | loss: 0.0310826 | val_loss: 0.0311387 | Time: 6806.5 ms
[2022-04-16 14:48:20 main:574] : INFO : Epoch 1704 | loss: 0.0310795 | val_loss: 0.0311358 | Time: 6824.81 ms
[2022-04-16 14:48:26 main:574] : INFO : Epoch 1705 | loss: 0.0310788 | val_loss: 0.0311475 | Time: 6825.77 ms
[2022-04-16 14:48:33 main:574] : INFO : Epoch 1706 | loss: 0.0310806 | val_loss: 0.0311354 | Time: 6807.18 ms
[2022-04-16 14:48:40 main:574] : INFO : Epoch 1707 | loss: 0.0310815 | val_loss: 0.0311433 | Time: 6803.17 ms
[2022-04-16 14:48:47 main:574] : INFO : Epoch 1708 | loss: 0.0310769 | val_loss: 0.0311341 | Time: 6827.57 ms
[2022-04-16 14:48:54 main:574] : INFO : Epoch 1709 | loss: 0.0310751 | val_loss: 0.0311281 | Time: 6840.77 ms
[2022-04-16 14:49:01 main:574] : INFO : Epoch 1710 | loss: 0.031076 | val_loss: 0.0311366 | Time: 6965.72 ms
[2022-04-16 14:49:07 main:574] : INFO : Epoch 1711 | loss: 0.031073 | val_loss: 0.0311381 | Time: 6795.43 ms
[2022-04-16 14:49:14 main:574] : INFO : Epoch 1712 | loss: 0.0310734 | val_loss: 0.0311384 | Time: 6808.16 ms
[2022-04-16 14:49:21 main:574] : INFO : Epoch 1713 | loss: 0.0310712 | val_loss: 0.0311292 | Time: 6791.2 ms
[2022-04-16 14:49:28 main:574] : INFO : Epoch 1714 | loss: 0.0310714 | val_loss: 0.0311309 | Time: 6819.97 ms
[2022-04-16 14:49:35 main:574] : INFO : Epoch 1715 | loss: 0.0310777 | val_loss: 0.0311284 | Time: 6866.61 ms
[2022-04-16 14:49:42 main:574] : INFO : Epoch 1716 | loss: 0.0310784 | val_loss: 0.0311386 | Time: 6791.06 ms
[2022-04-16 14:49:48 main:574] : INFO : Epoch 1717 | loss: 0.0310743 | val_loss: 0.0311467 | Time: 6896.39 ms
[2022-04-16 14:52:47 main:574] : INFO : Epoch 1718 | loss: 0.0310725 | val_loss: 0.0311362 | Time: 178557 ms
[2022-04-16 14:52:54 main:574] : INFO : Epoch 1719 | loss: 0.0310728 | val_loss: 0.0311495 | Time: 6812.01 ms
[2022-04-16 14:53:01 main:574] : INFO : Epoch 1720 | loss: 0.0310722 | val_loss: 0.0311462 | Time: 6924.17 ms
[2022-04-16 14:53:08 main:574] : INFO : Epoch 1721 | loss: 0.0310711 | val_loss: 0.0311395 | Time: 6813.26 ms
[2022-04-16 14:53:14 main:574] : INFO : Epoch 1722 | loss: 0.0310754 | val_loss: 0.0311368 | Time: 6815.04 ms
[2022-04-16 14:53:21 main:574] : INFO : Epoch 1723 | loss: 0.0310715 | val_loss: 0.0311333 | Time: 6816.48 ms
[2022-04-16 14:53:28 main:574] : INFO : Epoch 1724 | loss: 0.0310756 | val_loss: 0.0311394 | Time: 6845.78 ms
[2022-04-16 14:53:35 main:574] : INFO : Epoch 1725 | loss: 0.0310786 | val_loss: 0.0311453 | Time: 6877.31 ms
[2022-04-16 14:53:42 main:574] : INFO : Epoch 1726 | loss: 0.0310779 | val_loss: 0.0311341 | Time: 6794.32 ms
[2022-04-16 14:53:49 main:574] : INFO : Epoch 1727 | loss: 0.0310778 | val_loss: 0.0311273 | Time: 6796.09 ms
[2022-04-16 14:53:56 main:574] : INFO : Epoch 1728 | loss: 0.0310753 | val_loss: 0.031132 | Time: 6983.54 ms
[2022-04-16 14:54:02 main:574] : INFO : Epoch 1729 | loss: 0.0310788 | val_loss: 0.0311334 | Time: 6791.25 ms
[2022-04-16 14:54:09 main:574] : INFO : Epoch 1730 | loss: 0.0310727 | val_loss: 0.0311315 | Time: 6814.09 ms
[2022-04-16 14:54:16 main:574] : INFO : Epoch 1731 | loss: 0.0310704 | val_loss: 0.0311367 | Time: 6801.12 ms
[2022-04-16 14:54:23 main:574] : INFO : Epoch 1732 | loss: 0.0310717 | val_loss: 0.031137 | Time: 6781.47 ms
[2022-04-16 14:54:30 main:574] : INFO : Epoch 1733 | loss: 0.0310687 | val_loss: 0.0311332 | Time: 6782.09 ms
[2022-04-16 14:54:36 main:574] : INFO : Epoch 1734 | loss: 0.0310694 | val_loss: 0.0311341 | Time: 6795.96 ms
[2022-04-16 14:54:43 main:574] : INFO : Epoch 1735 | loss: 0.0310676 | val_loss: 0.0311402 | Time: 6795.28 ms
[2022-04-16 14:54:50 main:574] : INFO : Epoch 1736 | loss: 0.0310679 | val_loss: 0.0311362 | Time: 6843.97 ms
[2022-04-16 14:54:57 main:574] : INFO : Epoch 1737 | loss: 0.0310725 | val_loss: 0.0311341 | Time: 6940.31 ms
[2022-04-16 14:55:04 main:574] : INFO : Epoch 1738 | loss: 0.0310701 | val_loss: 0.0311309 | Time: 6788.78 ms
[2022-04-16 14:55:11 main:574] : INFO : Epoch 1739 | loss: 0.0310691 | val_loss: 0.0311394 | Time: 6804.5 ms
[2022-04-16 14:55:17 main:574] : INFO : Epoch 1740 | loss: 0.0310725 | val_loss: 0.0311362 | Time: 6780.8 ms
[2022-04-16 14:55:24 main:574] : INFO : Epoch 1741 | loss: 0.0310752 | val_loss: 0.0311334 | Time: 6831.22 ms
[2022-04-16 14:55:31 main:574] : INFO : Epoch 1742 | loss: 0.0310847 | val_loss: 0.0311331 | Time: 6844.75 ms
[2022-04-16 14:55:38 main:574] : INFO : Epoch 1743 | loss: 0.0310847 | val_loss: 0.0311298 | Time: 6795.5 ms
[2022-04-16 14:55:45 main:574] : INFO : Epoch 1744 | loss: 0.0310777 | val_loss: 0.0311385 | Time: 6796.33 ms
[2022-04-16 14:55:51 main:574] : INFO : Epoch 1745 | loss: 0.0310759 | val_loss: 0.031132 | Time: 6808.27 ms
[2022-04-16 14:55:59 main:574] : INFO : Epoch 1746 | loss: 0.0310722 | val_loss: 0.0311299 | Time: 7480.54 ms
[2022-04-16 14:56:16 main:574] : INFO : Epoch 1747 | loss: 0.0310718 | val_loss: 0.0311313 | Time: 16870.4 ms
[2022-04-16 14:56:23 main:574] : INFO : Epoch 1748 | loss: 0.0310699 | val_loss: 0.0311321 | Time: 6776.64 ms
[2022-04-16 14:56:29 main:574] : INFO : Epoch 1749 | loss: 0.0310702 | val_loss: 0.0311357 | Time: 6791.64 ms
[2022-04-16 14:56:36 main:574] : INFO : Epoch 1750 | loss: 0.0310718 | val_loss: 0.031134 | Time: 6819.24 ms
[2022-04-16 14:56:43 main:574] : INFO : Epoch 1751 | loss: 0.0310722 | val_loss: 0.031137 | Time: 6795.13 ms
[2022-04-16 14:56:50 main:574] : INFO : Epoch 1752 | loss: 0.031071 | val_loss: 0.0311333 | Time: 6840.59 ms
[2022-04-16 14:59:08 main:574] : INFO : Epoch 1753 | loss: 0.0310694 | val_loss: 0.0311426 | Time: 138085 ms
[2022-04-16 14:59:15 main:574] : INFO : Epoch 1754 | loss: 0.0310693 | val_loss: 0.0311337 | Time: 6748.24 ms
[2022-04-16 14:59:21 main:574] : INFO : Epoch 1755 | loss: 0.0310661 | val_loss: 0.0311256 | Time: 6786.29 ms
[2022-04-16 14:59:28 main:574] : INFO : Epoch 1756 | loss: 0.0310688 | val_loss: 0.0311351 | Time: 6804.83 ms
[2022-04-16 14:59:35 main:574] : INFO : Epoch 1757 | loss: 0.0310677 | val_loss: 0.0311338 | Time: 6838.39 ms
[2022-04-16 14:59:42 main:574] : INFO : Epoch 1758 | loss: 0.031066 | val_loss: 0.0311323 | Time: 6806.42 ms
[2022-04-16 14:59:49 main:574] : INFO : Epoch 1759 | loss: 0.0310653 | val_loss: 0.0311404 | Time: 6801.63 ms
[2022-04-16 14:59:56 main:574] : INFO : Epoch 1760 | loss: 0.0310682 | val_loss: 0.0311467 | Time: 7008.9 ms
[2022-04-16 15:00:03 main:574] : INFO : Epoch 1761 | loss: 0.0310706 | val_loss: 0.0311294 | Time: 6790.67 ms
[2022-04-16 15:00:09 main:574] : INFO : Epoch 1762 | loss: 0.0310715 | val_loss: 0.0311395 | Time: 6784.61 ms
[2022-04-16 15:00:16 main:574] : INFO : Epoch 1763 | loss: 0.0310715 | val_loss: 0.0311301 | Time: 6821.14 ms
[2022-04-16 15:00:23 main:574] : INFO : Epoch 1764 | loss: 0.0310771 | val_loss: 0.0311309 | Time: 6804.66 ms
[2022-04-16 15:00:30 main:574] : INFO : Epoch 1765 | loss: 0.031074 | val_loss: 0.0311304 | Time: 6811.99 ms
[2022-04-16 15:00:37 main:574] : INFO : Epoch 1766 | loss: 0.0310743 | val_loss: 0.0311305 | Time: 6860.54 ms
[2022-04-16 15:00:43 main:574] : INFO : Epoch 1767 | loss: 0.0310807 | val_loss: 0.0311238 | Time: 6818.49 ms
[2022-04-16 15:00:50 main:574] : INFO : Epoch 1768 | loss: 0.0310803 | val_loss: 0.0311303 | Time: 6835.5 ms
[2022-04-16 15:00:58 main:574] : INFO : Epoch 1769 | loss: 0.0310786 | val_loss: 0.0311308 | Time: 7963.95 ms
[2022-04-16 15:01:05 main:574] : INFO : Epoch 1770 | loss: 0.0310775 | val_loss: 0.0311327 | Time: 6948.63 ms
[2022-04-16 15:01:52 main:574] : INFO : Epoch 1771 | loss: 0.0310751 | val_loss: 0.0311362 | Time: 47179.9 ms
[2022-04-16 15:01:59 main:574] : INFO : Epoch 1772 | loss: 0.0310787 | val_loss: 0.0311235 | Time: 6966.06 ms
[2022-04-16 15:02:06 main:574] : INFO : Epoch 1773 | loss: 0.0310776 | val_loss: 0.0311302 | Time: 6802.72 ms
[2022-04-16 15:02:13 main:574] : INFO : Epoch 1774 | loss: 0.0310752 | val_loss: 0.0311314 | Time: 6808.06 ms
[2022-04-16 15:02:20 main:574] : INFO : Epoch 1775 | loss: 0.0310822 | val_loss: 0.0311329 | Time: 6821.09 ms
[2022-04-16 15:02:27 main:574] : INFO : Epoch 1776 | loss: 0.0310827 | val_loss: 0.0311232 | Time: 6830.54 ms
[2022-04-16 15:02:33 main:574] : INFO : Epoch 1777 | loss: 0.0310807 | val_loss: 0.031136 | Time: 6799.77 ms
[2022-04-16 15:02:40 main:574] : INFO : Epoch 1778 | loss: 0.0310793 | val_loss: 0.0311372 | Time: 6895.79 ms
[2022-04-16 15:02:47 main:574] : INFO : Epoch 1779 | loss: 0.0311045 | val_loss: 0.0311369 | Time: 6808.87 ms
[2022-04-16 15:04:15 main:574] : INFO : Epoch 1780 | loss: 0.0311107 | val_loss: 0.0311324 | Time: 87502.3 ms
[2022-04-16 15:04:22 main:574] : INFO : Epoch 1781 | loss: 0.0310992 | val_loss: 0.0311329 | Time: 6753.75 ms
[2022-04-16 15:04:28 main:574] : INFO : Epoch 1782 | loss: 0.0310961 | val_loss: 0.0311357 | Time: 6797.79 ms
[2022-04-16 15:04:35 main:574] : INFO : Epoch 1783 | loss: 0.0310924 | val_loss: 0.0311267 | Time: 6770.67 ms
[2022-04-16 15:04:42 main:574] : INFO : Epoch 1784 | loss: 0.0310892 | val_loss: 0.0311334 | Time: 6838.82 ms
[2022-04-16 15:04:49 main:574] : INFO : Epoch 1785 | loss: 0.0310871 | val_loss: 0.0311281 | Time: 6793.16 ms
[2022-04-16 15:04:56 main:574] : INFO : Epoch 1786 | loss: 0.0310876 | val_loss: 0.0311307 | Time: 7024.14 ms
[2022-04-16 15:05:03 main:574] : INFO : Epoch 1787 | loss: 0.0310857 | val_loss: 0.0311277 | Time: 6792.44 ms
[2022-04-16 15:05:09 main:574] : INFO : Epoch 1788 | loss: 0.0310824 | val_loss: 0.0311298 | Time: 6795.76 ms
[2022-04-16 15:05:16 main:574] : INFO : Epoch 1789 | loss: 0.0310817 | val_loss: 0.0311333 | Time: 6799.55 ms
[2022-04-16 15:05:23 main:574] : INFO : Epoch 1790 | loss: 0.0310815 | val_loss: 0.0311334 | Time: 6848.11 ms
[2022-04-16 15:05:30 main:574] : INFO : Epoch 1791 | loss: 0.0310814 | val_loss: 0.0311299 | Time: 6793.65 ms
[2022-04-16 15:05:37 main:574] : INFO : Epoch 1792 | loss: 0.0310798 | val_loss: 0.0311403 | Time: 6808.85 ms
[2022-04-16 15:05:43 main:574] : INFO : Epoch 1793 | loss: 0.031079 | val_loss: 0.031128 | Time: 6796.09 ms
[2022-04-16 15:05:50 main:574] : INFO : Epoch 1794 | loss: 0.0310761 | val_loss: 0.0311293 | Time: 6828.68 ms
[2022-04-16 15:05:58 main:574] : INFO : Epoch 1795 | loss: 0.0310793 | val_loss: 0.0311341 | Time: 7318.24 ms
[2022-04-16 15:06:04 main:574] : INFO : Epoch 1796 | loss: 0.0310788 | val_loss: 0.0311283 | Time: 6827.23 ms
[2022-04-16 15:06:11 main:574] : INFO : Epoch 1797 | loss: 0.0310798 | val_loss: 0.031131 | Time: 6793.07 ms
[2022-04-16 15:06:18 main:574] : INFO : Epoch 1798 | loss: 0.0310756 | val_loss: 0.0311289 | Time: 6824.98 ms
[2022-04-16 15:06:25 main:574] : INFO : Epoch 1799 | loss: 0.0310761 | val_loss: 0.0311308 | Time: 6796.1 ms
[2022-04-16 15:06:32 main:574] : INFO : Epoch 1800 | loss: 0.031078 | val_loss: 0.0311311 | Time: 6834.04 ms
[2022-04-16 15:06:39 main:574] : INFO : Epoch 1801 | loss: 0.0310803 | val_loss: 0.0311239 | Time: 6835.02 ms
[2022-04-16 15:06:45 main:574] : INFO : Epoch 1802 | loss: 0.0310812 | val_loss: 0.0311256 | Time: 6805.89 ms
[2022-04-16 15:06:52 main:574] : INFO : Epoch 1803 | loss: 0.031079 | val_loss: 0.0311253 | Time: 6829.59 ms
[2022-04-16 15:06:59 main:574] : INFO : Epoch 1804 | loss: 0.031078 | val_loss: 0.0311254 | Time: 6945.18 ms
[2022-04-16 15:07:06 main:574] : INFO : Epoch 1805 | loss: 0.031079 | val_loss: 0.0311248 | Time: 6796.49 ms
[2022-04-16 15:07:13 main:574] : INFO : Epoch 1806 | loss: 0.0310821 | val_loss: 0.0311268 | Time: 6851.27 ms
[2022-04-16 15:07:20 main:574] : INFO : Epoch 1807 | loss: 0.0310789 | val_loss: 0.0311281 | Time: 6820.13 ms
[2022-04-16 15:07:26 main:574] : INFO : Epoch 1808 | loss: 0.0310817 | val_loss: 0.0311303 | Time: 6861.7 ms
[2022-04-16 15:07:34 main:574] : INFO : Epoch 1809 | loss: 0.031078 | val_loss: 0.0311243 | Time: 7613.51 ms
[2022-04-16 15:08:01 main:574] : INFO : Epoch 1810 | loss: 0.031075 | val_loss: 0.0311252 | Time: 27389.6 ms
[2022-04-16 15:08:08 main:574] : INFO : Epoch 1811 | loss: 0.0310741 | val_loss: 0.0311324 | Time: 6802.1 ms
[2022-04-16 15:08:15 main:574] : INFO : Epoch 1812 | loss: 0.0310751 | val_loss: 0.0311379 | Time: 6760.58 ms
[2022-04-16 15:08:22 main:574] : INFO : Epoch 1813 | loss: 0.0310762 | val_loss: 0.0311261 | Time: 6805.36 ms
[2022-04-16 15:08:29 main:574] : INFO : Epoch 1814 | loss: 0.031074 | val_loss: 0.0311283 | Time: 6862.29 ms
[2022-04-16 15:08:36 main:574] : INFO : Epoch 1815 | loss: 0.0310781 | val_loss: 0.0311284 | Time: 6790.89 ms
[2022-04-16 15:08:43 main:574] : INFO : Epoch 1816 | loss: 0.031073 | val_loss: 0.0311306 | Time: 6873.69 ms
[2022-04-16 15:08:50 main:574] : INFO : Epoch 1817 | loss: 0.0310747 | val_loss: 0.0311413 | Time: 6830.29 ms
[2022-04-16 15:08:56 main:574] : INFO : Epoch 1818 | loss: 0.031089 | val_loss: 0.0311363 | Time: 6905.94 ms
[2022-04-16 15:09:03 main:574] : INFO : Epoch 1819 | loss: 0.0310895 | val_loss: 0.0311296 | Time: 6808.63 ms
[2022-04-16 15:09:10 main:574] : INFO : Epoch 1820 | loss: 0.0310819 | val_loss: 0.0311264 | Time: 6827.89 ms
[2022-04-16 15:09:17 main:574] : INFO : Epoch 1821 | loss: 0.0310817 | val_loss: 0.0311286 | Time: 6834.96 ms
[2022-04-16 15:09:24 main:574] : INFO : Epoch 1822 | loss: 0.0310766 | val_loss: 0.031124 | Time: 6801.84 ms
[2022-04-16 15:09:31 main:574] : INFO : Epoch 1823 | loss: 0.0310728 | val_loss: 0.0311296 | Time: 6803.38 ms
[2022-04-16 15:09:37 main:574] : INFO : Epoch 1824 | loss: 0.0310739 | val_loss: 0.0311273 | Time: 6809.52 ms
[2022-04-16 15:09:44 main:574] : INFO : Epoch 1825 | loss: 0.0310839 | val_loss: 0.0311306 | Time: 6822.47 ms
[2022-04-16 15:09:51 main:574] : INFO : Epoch 1826 | loss: 0.0310845 | val_loss: 0.0311302 | Time: 6831.91 ms
[2022-04-16 15:09:58 main:574] : INFO : Epoch 1827 | loss: 0.0310749 | val_loss: 0.0311299 | Time: 6960.79 ms
[2022-04-16 15:10:05 main:574] : INFO : Epoch 1828 | loss: 0.0310716 | val_loss: 0.0311285 | Time: 6774.42 ms
[2022-04-16 15:10:12 main:574] : INFO : Epoch 1829 | loss: 0.0310746 | val_loss: 0.0311285 | Time: 6766.8 ms
[2022-04-16 15:10:18 main:574] : INFO : Epoch 1830 | loss: 0.0310712 | val_loss: 0.031134 | Time: 6834.36 ms
[2022-04-16 15:10:25 main:574] : INFO : Epoch 1831 | loss: 0.0310772 | val_loss: 0.0311256 | Time: 6766.95 ms
[2022-04-16 15:10:32 main:574] : INFO : Epoch 1832 | loss: 0.0310754 | val_loss: 0.0311312 | Time: 6786.65 ms
[2022-04-16 15:10:39 main:574] : INFO : Epoch 1833 | loss: 0.031077 | val_loss: 0.0311273 | Time: 6798.01 ms
[2022-04-16 15:10:46 main:574] : INFO : Epoch 1834 | loss: 0.0310786 | val_loss: 0.0311211 | Time: 6753.06 ms
[2022-04-16 15:10:52 main:574] : INFO : Epoch 1835 | loss: 0.0310794 | val_loss: 0.0311341 | Time: 6788.86 ms
[2022-04-16 15:11:20 main:574] : INFO : Epoch 1836 | loss: 0.031079 | val_loss: 0.0311311 | Time: 27582.3 ms
[2022-04-16 15:11:27 main:574] : INFO : Epoch 1837 | loss: 0.0310759 | val_loss: 0.0311289 | Time: 6970.57 ms
[2022-04-16 15:11:34 main:574] : INFO : Epoch 1838 | loss: 0.0310741 | val_loss: 0.0311278 | Time: 6870.99 ms
[2022-04-16 15:11:41 main:574] : INFO : Epoch 1839 | loss: 0.0310819 | val_loss: 0.031128 | Time: 6944.65 ms
[2022-04-16 15:11:48 main:574] : INFO : Epoch 1840 | loss: 0.0310836 | val_loss: 0.0311317 | Time: 6962.15 ms
[2022-04-16 15:11:55 main:574] : INFO : Epoch 1841 | loss: 0.0310837 | val_loss: 0.0311304 | Time: 6895.17 ms
[2022-04-16 15:12:02 main:574] : INFO : Epoch 1842 | loss: 0.0310815 | val_loss: 0.0311289 | Time: 7274.01 ms
[2022-04-16 15:12:09 main:574] : INFO : Epoch 1843 | loss: 0.0310765 | val_loss: 0.0311275 | Time: 6880.34 ms
[2022-04-16 15:12:16 main:574] : INFO : Epoch 1844 | loss: 0.0310786 | val_loss: 0.0311267 | Time: 6980.86 ms
[2022-04-16 15:12:23 main:574] : INFO : Epoch 1845 | loss: 0.0310772 | val_loss: 0.0311262 | Time: 6824.97 ms
[2022-04-16 15:12:29 main:574] : INFO : Epoch 1846 | loss: 0.0310799 | val_loss: 0.0311307 | Time: 6900.43 ms
[2022-04-16 15:12:36 main:574] : INFO : Epoch 1847 | loss: 0.0310793 | val_loss: 0.0311352 | Time: 6809.27 ms
[2022-04-16 15:12:43 main:574] : INFO : Epoch 1848 | loss: 0.031082 | val_loss: 0.0311292 | Time: 6877.76 ms
[2022-04-16 15:12:50 main:574] : INFO : Epoch 1849 | loss: 0.0310848 | val_loss: 0.0311286 | Time: 6845.28 ms
[2022-04-16 15:12:57 main:574] : INFO : Epoch 1850 | loss: 0.0310863 | val_loss: 0.0311253 | Time: 7393.79 ms
[2022-04-16 15:13:04 main:574] : INFO : Epoch 1851 | loss: 0.0310902 | val_loss: 0.031129 | Time: 6990.4 ms
[2022-04-16 15:13:11 main:574] : INFO : Epoch 1852 | loss: 0.0310839 | val_loss: 0.0311312 | Time: 6902.93 ms
[2022-04-16 15:13:18 main:574] : INFO : Epoch 1853 | loss: 0.0310798 | val_loss: 0.0311286 | Time: 6936.39 ms
[2022-04-16 15:13:25 main:574] : INFO : Epoch 1854 | loss: 0.0310782 | val_loss: 0.0311354 | Time: 6902.72 ms
[2022-04-16 15:13:33 main:574] : INFO : Epoch 1855 | loss: 0.031075 | val_loss: 0.0311385 | Time: 7504.14 ms
[2022-04-16 15:13:40 main:574] : INFO : Epoch 1856 | loss: 0.0310766 | val_loss: 0.0311332 | Time: 6925.52 ms
[2022-04-16 15:13:47 main:574] : INFO : Epoch 1857 | loss: 0.0310726 | val_loss: 0.0311304 | Time: 6906.22 ms
[2022-04-16 15:13:55 main:574] : INFO : Epoch 1858 | loss: 0.0310722 | val_loss: 0.031127 | Time: 8098.3 ms
[2022-04-16 15:14:02 main:574] : INFO : Epoch 1859 | loss: 0.0310703 | val_loss: 0.0311379 | Time: 7216.59 ms
[2022-04-16 15:14:09 main:574] : INFO : Epoch 1860 | loss: 0.0310725 | val_loss: 0.031132 | Time: 6928.69 ms
[2022-04-16 15:14:16 main:574] : INFO : Epoch 1861 | loss: 0.0310711 | val_loss: 0.0311314 | Time: 6925.9 ms
[2022-04-16 15:14:23 main:574] : INFO : Epoch 1862 | loss: 0.0310717 | val_loss: 0.031122 | Time: 6869.29 ms
[2022-04-16 15:14:30 main:574] : INFO : Epoch 1863 | loss: 0.0310763 | val_loss: 0.0311281 | Time: 6920.32 ms
[2022-04-16 15:14:36 main:574] : INFO : Epoch 1864 | loss: 0.0310737 | val_loss: 0.0311225 | Time: 6866.72 ms
[2022-04-16 15:14:43 main:574] : INFO : Epoch 1865 | loss: 0.0310729 | val_loss: 0.0311265 | Time: 6900.4 ms
[2022-04-16 15:14:50 main:574] : INFO : Epoch 1866 | loss: 0.0310689 | val_loss: 0.0311321 | Time: 6846.49 ms
[2022-04-16 15:14:57 main:574] : INFO : Epoch 1867 | loss: 0.0310714 | val_loss: 0.0311267 | Time: 7214.52 ms
[2022-04-16 15:15:05 main:574] : INFO : Epoch 1868 | loss: 0.0310802 | val_loss: 0.0311318 | Time: 7110.59 ms
[2022-04-16 15:15:11 main:574] : INFO : Epoch 1869 | loss: 0.0310786 | val_loss: 0.0311306 | Time: 6902.76 ms
[2022-04-16 15:15:18 main:574] : INFO : Epoch 1870 | loss: 0.031074 | val_loss: 0.031127 | Time: 6788.13 ms
[2022-04-16 15:15:25 main:574] : INFO : Epoch 1871 | loss: 0.0310772 | val_loss: 0.0311368 | Time: 6888.34 ms
[2022-04-16 15:15:32 main:574] : INFO : Epoch 1872 | loss: 0.0310729 | val_loss: 0.0311289 | Time: 6876.75 ms
[2022-04-16 15:15:39 main:574] : INFO : Epoch 1873 | loss: 0.0310722 | val_loss: 0.0311325 | Time: 6950.59 ms
[2022-04-16 15:15:46 main:574] : INFO : Epoch 1874 | loss: 0.0310699 | val_loss: 0.0311297 | Time: 6860.14 ms
[2022-04-16 15:15:53 main:574] : INFO : Epoch 1875 | loss: 0.0310715 | val_loss: 0.0311314 | Time: 6955.99 ms
[2022-04-16 15:16:21 main:574] : INFO : Epoch 1876 | loss: 0.0310692 | val_loss: 0.0311349 | Time: 28001 ms
[2022-04-16 15:16:28 main:574] : INFO : Epoch 1877 | loss: 0.031068 | val_loss: 0.031131 | Time: 6862.2 ms
[2022-04-16 15:16:35 main:574] : INFO : Epoch 1878 | loss: 0.0310727 | val_loss: 0.0311312 | Time: 7288.07 ms
[2022-04-16 15:17:34 main:574] : INFO : Epoch 1879 | loss: 0.0310862 | val_loss: 0.031137 | Time: 58515.2 ms
[2022-04-16 15:17:41 main:574] : INFO : Epoch 1880 | loss: 0.0310801 | val_loss: 0.0311241 | Time: 6868.13 ms
[2022-04-16 15:17:48 main:574] : INFO : Epoch 1881 | loss: 0.0310776 | val_loss: 0.0311323 | Time: 7150.24 ms
[2022-04-16 15:17:55 main:574] : INFO : Epoch 1882 | loss: 0.0310773 | val_loss: 0.031139 | Time: 6904.95 ms
[2022-04-16 15:18:02 main:574] : INFO : Epoch 1883 | loss: 0.0310746 | val_loss: 0.0311372 | Time: 7232.72 ms
[2022-04-16 15:18:09 main:574] : INFO : Epoch 1884 | loss: 0.0310704 | val_loss: 0.0311339 | Time: 6835.73 ms
[2022-04-16 15:18:16 main:574] : INFO : Epoch 1885 | loss: 0.0310683 | val_loss: 0.0311298 | Time: 7065.89 ms
[2022-04-16 15:18:23 main:574] : INFO : Epoch 1886 | loss: 0.0310692 | val_loss: 0.0311375 | Time: 6955.05 ms
[2022-04-16 15:18:30 main:574] : INFO : Epoch 1887 | loss: 0.0310676 | val_loss: 0.0311318 | Time: 6925.59 ms
[2022-04-16 15:18:37 main:574] : INFO : Epoch 1888 | loss: 0.0310697 | val_loss: 0.0311313 | Time: 6935.15 ms
[2022-04-16 15:18:44 main:574] : INFO : Epoch 1889 | loss: 0.0310685 | val_loss: 0.0311473 | Time: 6877.81 ms
[2022-04-16 15:18:51 main:574] : INFO : Epoch 1890 | loss: 0.0310679 | val_loss: 0.0311301 | Time: 6912.12 ms
[2022-04-16 15:18:58 main:574] : INFO : Epoch 1891 | loss: 0.0310667 | val_loss: 0.0311279 | Time: 7222.35 ms
[2022-04-16 15:20:16 main:574] : INFO : Epoch 1892 | loss: 0.0310657 | val_loss: 0.0311379 | Time: 77547.6 ms
[2022-04-16 15:20:23 main:574] : INFO : Epoch 1893 | loss: 0.0310646 | val_loss: 0.0311342 | Time: 6821.52 ms
[2022-04-16 15:20:30 main:574] : INFO : Epoch 1894 | loss: 0.031065 | val_loss: 0.0311394 | Time: 6947.76 ms
[2022-04-16 15:20:36 main:574] : INFO : Epoch 1895 | loss: 0.0310645 | val_loss: 0.0311413 | Time: 6838.13 ms
[2022-04-16 15:20:43 main:574] : INFO : Epoch 1896 | loss: 0.0310689 | val_loss: 0.0311268 | Time: 6883.45 ms
[2022-04-16 15:20:50 main:574] : INFO : Epoch 1897 | loss: 0.0310644 | val_loss: 0.031136 | Time: 6930.62 ms
[2022-04-16 15:20:59 main:574] : INFO : Epoch 1898 | loss: 0.0310655 | val_loss: 0.0311327 | Time: 9221.05 ms
[2022-04-16 15:34:15 main:574] : INFO : Epoch 1899 | loss: 0.0310632 | val_loss: 0.0311303 | Time: 795835 ms
[2022-04-16 15:34:22 main:574] : INFO : Epoch 1900 | loss: 0.0310678 | val_loss: 0.0311299 | Time: 6919.64 ms
[2022-04-16 15:34:29 main:574] : INFO : Epoch 1901 | loss: 0.031064 | val_loss: 0.0311337 | Time: 6867.55 ms
[2022-04-16 15:34:36 main:574] : INFO : Epoch 1902 | loss: 0.031063 | val_loss: 0.0311338 | Time: 6827.68 ms
[2022-04-16 15:34:43 main:574] : INFO : Epoch 1903 | loss: 0.031065 | val_loss: 0.0311336 | Time: 7003.61 ms
[2022-04-16 15:34:50 main:574] : INFO : Epoch 1904 | loss: 0.0310656 | val_loss: 0.031143 | Time: 6882.68 ms
[2022-04-16 15:34:57 main:574] : INFO : Epoch 1905 | loss: 0.0310652 | val_loss: 0.031143 | Time: 7093.25 ms
[2022-04-16 15:35:04 main:574] : INFO : Epoch 1906 | loss: 0.0310712 | val_loss: 0.0311397 | Time: 6953.27 ms
[2022-04-16 15:35:11 main:574] : INFO : Epoch 1907 | loss: 0.0310703 | val_loss: 0.0311394 | Time: 6836.03 ms
[2022-04-16 15:35:18 main:574] : INFO : Epoch 1908 | loss: 0.0310721 | val_loss: 0.0311373 | Time: 6843.82 ms
[2022-04-16 15:35:25 main:574] : INFO : Epoch 1909 | loss: 0.0310755 | val_loss: 0.0311376 | Time: 7101.51 ms
[2022-04-16 15:35:32 main:574] : INFO : Epoch 1910 | loss: 0.0310707 | val_loss: 0.0311319 | Time: 6918.38 ms
[2022-04-16 15:35:39 main:574] : INFO : Epoch 1911 | loss: 0.031071 | val_loss: 0.0311261 | Time: 6914.96 ms
[2022-04-16 15:35:45 main:574] : INFO : Epoch 1912 | loss: 0.0310732 | val_loss: 0.0311257 | Time: 6837.38 ms
[2022-04-16 15:35:52 main:574] : INFO : Epoch 1913 | loss: 0.0310719 | val_loss: 0.0311366 | Time: 6924.55 ms
[2022-04-16 15:36:01 main:574] : INFO : Epoch 1914 | loss: 0.0310724 | val_loss: 0.0311318 | Time: 8156.23 ms
[2022-04-16 15:39:19 main:574] : INFO : Epoch 1915 | loss: 0.0310711 | val_loss: 0.0311343 | Time: 198855 ms
[2022-04-16 15:39:26 main:574] : INFO : Epoch 1916 | loss: 0.0310706 | val_loss: 0.031128 | Time: 6856.78 ms
[2022-04-16 15:39:34 main:574] : INFO : Epoch 1917 | loss: 0.0310714 | val_loss: 0.0311294 | Time: 8112.4 ms
[2022-04-16 15:39:41 main:574] : INFO : Epoch 1918 | loss: 0.0310743 | val_loss: 0.0311241 | Time: 6904.79 ms
[2022-04-16 15:39:48 main:574] : INFO : Epoch 1919 | loss: 0.0310748 | val_loss: 0.0311273 | Time: 6913.69 ms
[2022-04-16 15:39:55 main:574] : INFO : Epoch 1920 | loss: 0.0310687 | val_loss: 0.0311251 | Time: 6929.21 ms
[2022-04-16 15:40:02 main:574] : INFO : Epoch 1921 | loss: 0.0310702 | val_loss: 0.0311244 | Time: 7188.57 ms
[2022-04-16 15:40:09 main:574] : INFO : Epoch 1922 | loss: 0.03107 | val_loss: 0.0311248 | Time: 6867.39 ms
[2022-04-16 15:40:16 main:574] : INFO : Epoch 1923 | loss: 0.031069 | val_loss: 0.0311289 | Time: 6949.62 ms
[2022-04-16 15:40:23 main:574] : INFO : Epoch 1924 | loss: 0.0310681 | val_loss: 0.0311322 | Time: 6925.23 ms
[2022-04-16 15:40:30 main:574] : INFO : Epoch 1925 | loss: 0.0310735 | val_loss: 0.0311407 | Time: 6880.1 ms
[2022-04-16 15:40:37 main:574] : INFO : Epoch 1926 | loss: 0.0310829 | val_loss: 0.0311424 | Time: 6893.11 ms
[2022-04-16 15:40:44 main:574] : INFO : Epoch 1927 | loss: 0.0310784 | val_loss: 0.0311342 | Time: 6904.04 ms
[2022-04-16 15:40:51 main:574] : INFO : Epoch 1928 | loss: 0.0310771 | val_loss: 0.0311384 | Time: 6853.66 ms
[2022-04-16 15:41:00 main:574] : INFO : Epoch 1929 | loss: 0.0310771 | val_loss: 0.0311293 | Time: 9521.84 ms
[2022-04-16 15:46:51 main:574] : INFO : Epoch 1930 | loss: 0.0310722 | val_loss: 0.0311282 | Time: 350668 ms
[2022-04-16 15:46:58 main:574] : INFO : Epoch 1931 | loss: 0.0310711 | val_loss: 0.0311326 | Time: 6961.47 ms
[2022-04-16 15:47:05 main:574] : INFO : Epoch 1932 | loss: 0.0310724 | val_loss: 0.03113 | Time: 6819.79 ms
[2022-04-16 15:47:12 main:574] : INFO : Epoch 1933 | loss: 0.0310749 | val_loss: 0.0311362 | Time: 6818.86 ms
[2022-04-16 15:47:18 main:574] : INFO : Epoch 1934 | loss: 0.031076 | val_loss: 0.0311383 | Time: 6802.11 ms
[2022-04-16 15:47:25 main:574] : INFO : Epoch 1935 | loss: 0.0310733 | val_loss: 0.0311326 | Time: 6843.14 ms
[2022-04-16 15:47:32 main:574] : INFO : Epoch 1936 | loss: 0.0310716 | val_loss: 0.0311312 | Time: 6878.32 ms
[2022-04-16 15:47:39 main:574] : INFO : Epoch 1937 | loss: 0.0310879 | val_loss: 0.0311328 | Time: 6840.32 ms
[2022-04-16 15:47:46 main:574] : INFO : Epoch 1938 | loss: 0.0310818 | val_loss: 0.0311307 | Time: 6995.14 ms
[2022-04-16 15:47:53 main:574] : INFO : Epoch 1939 | loss: 0.0310767 | val_loss: 0.0311347 | Time: 7171.85 ms
[2022-04-16 15:50:32 main:574] : INFO : Epoch 1940 | loss: 0.0310709 | val_loss: 0.0311413 | Time: 158707 ms
[2022-04-16 15:50:39 main:574] : INFO : Epoch 1941 | loss: 0.0310695 | val_loss: 0.0311329 | Time: 6765.99 ms
[2022-04-16 15:50:45 main:574] : INFO : Epoch 1942 | loss: 0.0310716 | val_loss: 0.0311326 | Time: 6822.33 ms
[2022-04-16 15:50:52 main:574] : INFO : Epoch 1943 | loss: 0.0310711 | val_loss: 0.0311298 | Time: 6903.99 ms
[2022-04-16 15:51:01 main:574] : INFO : Epoch 1944 | loss: 0.0310721 | val_loss: 0.0311343 | Time: 8251.59 ms
[2022-04-16 15:51:08 main:574] : INFO : Epoch 1945 | loss: 0.0310708 | val_loss: 0.0311332 | Time: 6915.02 ms
[2022-04-16 15:51:14 main:574] : INFO : Epoch 1946 | loss: 0.0310731 | val_loss: 0.0311302 | Time: 6870.33 ms
[2022-04-16 15:51:21 main:574] : INFO : Epoch 1947 | loss: 0.0310738 | val_loss: 0.0311377 | Time: 6914.64 ms
[2022-04-16 15:51:28 main:574] : INFO : Epoch 1948 | loss: 0.0310718 | val_loss: 0.0311382 | Time: 6944.94 ms
[2022-04-16 15:51:35 main:574] : INFO : Epoch 1949 | loss: 0.0310721 | val_loss: 0.0311353 | Time: 6863.71 ms
[2022-04-16 15:51:42 main:574] : INFO : Epoch 1950 | loss: 0.0310742 | val_loss: 0.0311379 | Time: 7011.76 ms
[2022-04-16 15:51:49 main:574] : INFO : Epoch 1951 | loss: 0.0310768 | val_loss: 0.0311402 | Time: 6905.88 ms
[2022-04-16 15:51:56 main:574] : INFO : Epoch 1952 | loss: 0.0310764 | val_loss: 0.0311353 | Time: 7092.51 ms
[2022-04-16 15:52:03 main:574] : INFO : Epoch 1953 | loss: 0.0310735 | val_loss: 0.0311303 | Time: 6949.13 ms
[2022-04-16 15:52:10 main:574] : INFO : Epoch 1954 | loss: 0.031077 | val_loss: 0.0311326 | Time: 6837.35 ms
[2022-04-16 15:52:17 main:574] : INFO : Epoch 1955 | loss: 0.0310788 | val_loss: 0.0311332 | Time: 6841.19 ms
[2022-04-16 15:52:24 main:574] : INFO : Epoch 1956 | loss: 0.0310764 | val_loss: 0.0311435 | Time: 6912.15 ms
[2022-04-16 15:52:31 main:574] : INFO : Epoch 1957 | loss: 0.0310755 | val_loss: 0.0311363 | Time: 6856.05 ms
[2022-04-16 15:52:38 main:574] : INFO : Epoch 1958 | loss: 0.0310754 | val_loss: 0.0311362 | Time: 6908.64 ms
[2022-04-16 15:52:44 main:574] : INFO : Epoch 1959 | loss: 0.0310755 | val_loss: 0.0311323 | Time: 6902.57 ms
[2022-04-16 15:52:51 main:574] : INFO : Epoch 1960 | loss: 0.0310738 | val_loss: 0.0311345 | Time: 6833.29 ms
[2022-04-16 15:52:58 main:574] : INFO : Epoch 1961 | loss: 0.0310815 | val_loss: 0.0311284 | Time: 7125.8 ms
[2022-04-16 15:53:05 main:574] : INFO : Epoch 1962 | loss: 0.0310781 | val_loss: 0.0311312 | Time: 7010 ms
[2022-04-16 15:53:12 main:574] : INFO : Epoch 1963 | loss: 0.0310782 | val_loss: 0.0311308 | Time: 6938.71 ms
[2022-04-16 15:53:19 main:574] : INFO : Epoch 1964 | loss: 0.0310733 | val_loss: 0.0311289 | Time: 6946.02 ms
[2022-04-16 15:53:26 main:574] : INFO : Epoch 1965 | loss: 0.0310722 | val_loss: 0.031131 | Time: 6859.8 ms
[2022-04-16 15:53:33 main:574] : INFO : Epoch 1966 | loss: 0.0310734 | val_loss: 0.0311349 | Time: 6856.88 ms
[2022-04-16 15:53:40 main:574] : INFO : Epoch 1967 | loss: 0.0310735 | val_loss: 0.0311321 | Time: 6967.91 ms
[2022-04-16 15:53:47 main:574] : INFO : Epoch 1968 | loss: 0.0310756 | val_loss: 0.031128 | Time: 6892.61 ms
[2022-04-16 15:53:54 main:574] : INFO : Epoch 1969 | loss: 0.0310731 | val_loss: 0.0311368 | Time: 7501.77 ms
[2022-04-16 15:54:02 main:574] : INFO : Epoch 1970 | loss: 0.0310744 | val_loss: 0.0311385 | Time: 7113.72 ms
[2022-04-16 15:54:09 main:574] : INFO : Epoch 1971 | loss: 0.0310728 | val_loss: 0.0311342 | Time: 7063.49 ms
[2022-04-16 15:54:15 main:574] : INFO : Epoch 1972 | loss: 0.0310725 | val_loss: 0.0311331 | Time: 6869.66 ms
[2022-04-16 15:54:23 main:574] : INFO : Epoch 1973 | loss: 0.0310707 | val_loss: 0.0311366 | Time: 7873.28 ms
[2022-04-16 15:54:30 main:574] : INFO : Epoch 1974 | loss: 0.0310676 | val_loss: 0.0311395 | Time: 6875.53 ms
[2022-04-16 15:54:37 main:574] : INFO : Epoch 1975 | loss: 0.0310668 | val_loss: 0.031136 | Time: 6864.64 ms
[2022-04-16 15:54:44 main:574] : INFO : Epoch 1976 | loss: 0.0310664 | val_loss: 0.0311371 | Time: 6827.34 ms
[2022-04-16 15:54:52 main:574] : INFO : Epoch 1977 | loss: 0.0310713 | val_loss: 0.0311277 | Time: 7651.09 ms
[2022-04-16 15:54:59 main:574] : INFO : Epoch 1978 | loss: 0.0310742 | val_loss: 0.0311326 | Time: 7103.73 ms
[2022-04-16 15:55:06 main:574] : INFO : Epoch 1979 | loss: 0.0310738 | val_loss: 0.031127 | Time: 6905.51 ms
[2022-04-16 15:55:13 main:574] : INFO : Epoch 1980 | loss: 0.0310702 | val_loss: 0.0311323 | Time: 6986.18 ms
[2022-04-16 15:55:19 main:574] : INFO : Epoch 1981 | loss: 0.0310722 | val_loss: 0.0311312 | Time: 6840.46 ms
[2022-04-16 15:55:26 main:574] : INFO : Epoch 1982 | loss: 0.0310668 | val_loss: 0.0311387 | Time: 6970.96 ms
[2022-04-16 15:55:33 main:574] : INFO : Epoch 1983 | loss: 0.0310729 | val_loss: 0.0311399 | Time: 6841.75 ms
[2022-04-16 15:55:40 main:574] : INFO : Epoch 1984 | loss: 0.0310747 | val_loss: 0.031138 | Time: 6844.67 ms
[2022-04-16 15:55:47 main:574] : INFO : Epoch 1985 | loss: 0.0310716 | val_loss: 0.031138 | Time: 6871.76 ms
[2022-04-16 15:55:55 main:574] : INFO : Epoch 1986 | loss: 0.0310694 | val_loss: 0.0311258 | Time: 7544.15 ms
[2022-04-16 15:59:23 main:574] : INFO : Epoch 1987 | loss: 0.0310704 | val_loss: 0.0311288 | Time: 208890 ms
[2022-04-16 15:59:30 main:574] : INFO : Epoch 1988 | loss: 0.0310735 | val_loss: 0.0311286 | Time: 6826.25 ms
[2022-04-16 15:59:37 main:574] : INFO : Epoch 1989 | loss: 0.0310689 | val_loss: 0.0311316 | Time: 6830.46 ms
[2022-04-16 15:59:44 main:574] : INFO : Epoch 1990 | loss: 0.0310665 | val_loss: 0.0311324 | Time: 6831.26 ms
[2022-04-16 15:59:51 main:574] : INFO : Epoch 1991 | loss: 0.0310656 | val_loss: 0.0311365 | Time: 6924.06 ms
[2022-04-16 15:59:58 main:574] : INFO : Epoch 1992 | loss: 0.0310689 | val_loss: 0.031143 | Time: 7169.76 ms
[2022-04-16 16:00:05 main:574] : INFO : Epoch 1993 | loss: 0.0310666 | val_loss: 0.0311356 | Time: 6908.37 ms
[2022-04-16 16:00:12 main:574] : INFO : Epoch 1994 | loss: 0.0310633 | val_loss: 0.0311397 | Time: 6863.63 ms
[2022-04-16 16:00:19 main:574] : INFO : Epoch 1995 | loss: 0.0310628 | val_loss: 0.0311466 | Time: 6888.81 ms
[2022-04-16 16:00:26 main:574] : INFO : Epoch 1996 | loss: 0.0310681 | val_loss: 0.0311505 | Time: 6934.75 ms
[2022-04-16 16:00:33 main:574] : INFO : Epoch 1997 | loss: 0.0310781 | val_loss: 0.0311383 | Time: 7498.92 ms
[2022-04-16 16:00:40 main:574] : INFO : Epoch 1998 | loss: 0.0310895 | val_loss: 0.0311331 | Time: 7022.99 ms
[2022-04-16 16:00:47 main:574] : INFO : Epoch 1999 | loss: 0.0311017 | val_loss: 0.0311405 | Time: 6855.25 ms
[2022-04-16 16:00:54 main:574] : INFO : Epoch 2000 | loss: 0.0310942 | val_loss: 0.0311367 | Time: 6860.33 ms
[2022-04-16 16:01:23 main:574] : INFO : Epoch 2001 | loss: 0.0310893 | val_loss: 0.0311355 | Time: 29056.2 ms
[2022-04-16 16:01:30 main:574] : INFO : Epoch 2002 | loss: 0.0310799 | val_loss: 0.0311343 | Time: 6813.61 ms
[2022-04-16 16:01:37 main:574] : INFO : Epoch 2003 | loss: 0.0310799 | val_loss: 0.03113 | Time: 6941.35 ms
[2022-04-16 16:01:44 main:574] : INFO : Epoch 2004 | loss: 0.0310801 | val_loss: 0.0311315 | Time: 6880.1 ms
[2022-04-16 16:01:51 main:574] : INFO : Epoch 2005 | loss: 0.0310767 | val_loss: 0.0311313 | Time: 6921.79 ms
[2022-04-16 16:01:58 main:574] : INFO : Epoch 2006 | loss: 0.0310765 | val_loss: 0.0311301 | Time: 7087.79 ms
[2022-04-16 16:02:05 main:574] : INFO : Epoch 2007 | loss: 0.0310705 | val_loss: 0.0311295 | Time: 6866.97 ms
[2022-04-16 16:02:12 main:574] : INFO : Epoch 2008 | loss: 0.0310689 | val_loss: 0.0311284 | Time: 6892.99 ms
[2022-04-16 16:02:19 main:574] : INFO : Epoch 2009 | loss: 0.0310817 | val_loss: 0.0311312 | Time: 6926.5 ms
[2022-04-16 16:02:26 main:574] : INFO : Epoch 2010 | loss: 0.0310913 | val_loss: 0.0311267 | Time: 6971.61 ms
[2022-04-16 16:02:32 main:574] : INFO : Epoch 2011 | loss: 0.0310879 | val_loss: 0.031135 | Time: 6904.41 ms
[2022-04-16 16:02:39 main:574] : INFO : Epoch 2012 | loss: 0.0310891 | val_loss: 0.0311308 | Time: 6827.02 ms
[2022-04-16 16:02:46 main:574] : INFO : Epoch 2013 | loss: 0.0310839 | val_loss: 0.0311229 | Time: 6864.05 ms
[2022-04-16 16:02:53 main:574] : INFO : Epoch 2014 | loss: 0.0310785 | val_loss: 0.0311235 | Time: 6976.62 ms
[2022-04-16 16:04:01 main:574] : INFO : Epoch 2015 | loss: 0.0310748 | val_loss: 0.0311413 | Time: 68298 ms
[2022-04-16 16:04:08 main:574] : INFO : Epoch 2016 | loss: 0.0310716 | val_loss: 0.0311291 | Time: 6650.92 ms
[2022-04-16 16:04:15 main:574] : INFO : Epoch 2017 | loss: 0.0310701 | val_loss: 0.0311303 | Time: 6769.42 ms
[2022-04-16 16:04:22 main:574] : INFO : Epoch 2018 | loss: 0.0310708 | val_loss: 0.0311252 | Time: 6817.66 ms
[2022-04-16 16:04:30 main:574] : INFO : Epoch 2019 | loss: 0.0310693 | val_loss: 0.0311306 | Time: 8040.16 ms
[2022-04-16 16:04:37 main:574] : INFO : Epoch 2020 | loss: 0.0310683 | val_loss: 0.0311263 | Time: 6890.91 ms
[2022-04-16 16:04:44 main:574] : INFO : Epoch 2021 | loss: 0.0310675 | val_loss: 0.0311362 | Time: 6906.24 ms
[2022-04-16 16:04:50 main:574] : INFO : Epoch 2022 | loss: 0.0310683 | val_loss: 0.031128 | Time: 6870.17 ms
[2022-04-16 16:04:58 main:574] : INFO : Epoch 2023 | loss: 0.031068 | val_loss: 0.031126 | Time: 7090.87 ms
[2022-04-16 16:05:04 main:574] : INFO : Epoch 2024 | loss: 0.0310699 | val_loss: 0.0311318 | Time: 6897.28 ms
[2022-04-16 16:05:11 main:574] : INFO : Epoch 2025 | loss: 0.0310881 | val_loss: 0.0311454 | Time: 6921.21 ms
[2022-04-16 16:05:18 main:574] : INFO : Epoch 2026 | loss: 0.0310907 | val_loss: 0.0311386 | Time: 6921.84 ms
[2022-04-16 16:05:25 main:574] : INFO : Epoch 2027 | loss: 0.0310963 | val_loss: 0.0311305 | Time: 6888.08 ms
[2022-04-16 16:05:32 main:574] : INFO : Epoch 2028 | loss: 0.0310964 | val_loss: 0.0311282 | Time: 6999.91 ms
[2022-04-16 16:05:39 main:574] : INFO : Epoch 2029 | loss: 0.0310898 | val_loss: 0.0311307 | Time: 6829.82 ms
[2022-04-16 16:05:46 main:574] : INFO : Epoch 2030 | loss: 0.0310899 | val_loss: 0.0311491 | Time: 6925.1 ms
[2022-04-16 16:05:53 main:574] : INFO : Epoch 2031 | loss: 0.0311217 | val_loss: 0.0311311 | Time: 6888.86 ms
[2022-04-16 16:06:01 main:574] : INFO : Epoch 2032 | loss: 0.0311111 | val_loss: 0.0311336 | Time: 8309.49 ms
[2022-04-16 16:06:08 main:574] : INFO : Epoch 2033 | loss: 0.0311025 | val_loss: 0.0311306 | Time: 6974.17 ms
[2022-04-16 16:06:15 main:574] : INFO : Epoch 2034 | loss: 0.0310972 | val_loss: 0.0311282 | Time: 6902.76 ms
[2022-04-16 16:06:22 main:574] : INFO : Epoch 2035 | loss: 0.0310916 | val_loss: 0.0311315 | Time: 6921.09 ms
[2022-04-16 16:06:29 main:574] : INFO : Epoch 2036 | loss: 0.0310905 | val_loss: 0.031132 | Time: 6807.29 ms
[2022-04-16 16:06:36 main:574] : INFO : Epoch 2037 | loss: 0.0310875 | val_loss: 0.0311358 | Time: 6974.72 ms
[2022-04-16 16:06:43 main:574] : INFO : Epoch 2038 | loss: 0.0310822 | val_loss: 0.0311303 | Time: 6876.17 ms
[2022-04-16 16:06:49 main:574] : INFO : Epoch 2039 | loss: 0.03108 | val_loss: 0.0311271 | Time: 6820.09 ms
[2022-04-16 16:06:57 main:574] : INFO : Epoch 2040 | loss: 0.031077 | val_loss: 0.0311338 | Time: 7209.65 ms
[2022-04-16 16:07:04 main:574] : INFO : Epoch 2041 | loss: 0.0310805 | val_loss: 0.0311401 | Time: 6820.02 ms
[2022-04-16 16:07:10 main:574] : INFO : Epoch 2042 | loss: 0.0310803 | val_loss: 0.0311303 | Time: 6863.65 ms
[2022-04-16 16:07:17 main:574] : INFO : Epoch 2043 | loss: 0.0310736 | val_loss: 0.0311406 | Time: 6982.83 ms
[2022-04-16 16:07:24 main:574] : INFO : Epoch 2044 | loss: 0.0310729 | val_loss: 0.0311374 | Time: 6826.53 ms
[2022-04-16 16:07:31 main:574] : INFO : Epoch 2045 | loss: 0.031076 | val_loss: 0.0311402 | Time: 6818.72 ms
[2022-04-16 16:07:38 main:574] : INFO : Epoch 2046 | loss: 0.0310754 | val_loss: 0.0311319 | Time: 7025.34 ms
[2022-04-16 16:07:45 main:574] : INFO : Epoch 2047 | loss: 0.0310778 | val_loss: 0.0311341 | Time: 6943.11 ms
[2022-04-16 16:07:52 main:574] : INFO : Epoch 2048 | loss: 0.0310762 | val_loss: 0.0311375 | Time: 6830.56 ms
[2022-04-16 16:07:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311375
[2022-04-16 16:07:52 main:603] : INFO : Saving end state to config to file
[2022-04-16 16:07:52 main:608] : INFO : Success, exiting..
16:07:52 (6004): 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)