Task 14624502
| Name | ParityModified-1647048644-22836-3-0_1 |
| Workunit | 11617851 |
| Created | 19 Apr 2022, 0:31:42 UTC |
| Sent | 19 Apr 2022, 0:33:46 UTC |
| Report deadline | 27 Apr 2022, 0:33:46 UTC |
| Received | 20 Apr 2022, 2:24:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19547 |
| Run time | 1 hours 57 min 33 sec |
| CPU time | 1 hours 57 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.25 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.18.1</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310945 | val_loss: 0.0311331 | Time: 3449.54 ms
[2022-04-19 20:55:06 main:581] : INFO : Epoch 1539 | loss: 0.0310953 | val_loss: 0.0311326 | Time: 3433.96 ms
[2022-04-19 20:55:10 main:581] : INFO : Epoch 1540 | loss: 0.0310967 | val_loss: 0.0311279 | Time: 3448.37 ms
[2022-04-19 20:55:13 main:581] : INFO : Epoch 1541 | loss: 0.0310947 | val_loss: 0.031131 | Time: 3445.01 ms
[2022-04-19 20:55:16 main:581] : INFO : Epoch 1542 | loss: 0.0310959 | val_loss: 0.0311271 | Time: 3438.19 ms
[2022-04-19 20:55:20 main:581] : INFO : Epoch 1543 | loss: 0.0310955 | val_loss: 0.0311349 | Time: 3434.42 ms
[2022-04-19 20:55:23 main:581] : INFO : Epoch 1544 | loss: 0.0310922 | val_loss: 0.0311295 | Time: 3439.28 ms
[2022-04-19 20:55:27 main:581] : INFO : Epoch 1545 | loss: 0.0310921 | val_loss: 0.0311298 | Time: 3448.26 ms
[2022-04-19 20:55:30 main:581] : INFO : Epoch 1546 | loss: 0.031092 | val_loss: 0.0311345 | Time: 3438.79 ms
[2022-04-19 20:55:34 main:581] : INFO : Epoch 1547 | loss: 0.0310917 | val_loss: 0.0311332 | Time: 3446.69 ms
[2022-04-19 20:55:37 main:581] : INFO : Epoch 1548 | loss: 0.0310897 | val_loss: 0.0311319 | Time: 3451.49 ms
[2022-04-19 20:55:41 main:581] : INFO : Epoch 1549 | loss: 0.0310892 | val_loss: 0.031133 | Time: 3438.65 ms
[2022-04-19 20:55:44 main:581] : INFO : Epoch 1550 | loss: 0.0310901 | val_loss: 0.0311371 | Time: 3437.82 ms
[2022-04-19 20:55:47 main:581] : INFO : Epoch 1551 | loss: 0.0310885 | val_loss: 0.0311311 | Time: 3439.94 ms
[2022-04-19 20:55:51 main:581] : INFO : Epoch 1552 | loss: 0.0310946 | val_loss: 0.031131 | Time: 3447.09 ms
[2022-04-19 20:55:54 main:581] : INFO : Epoch 1553 | loss: 0.0310925 | val_loss: 0.0311359 | Time: 3430.53 ms
[2022-04-19 20:55:58 main:581] : INFO : Epoch 1554 | loss: 0.0310913 | val_loss: 0.031132 | Time: 3449.76 ms
[2022-04-19 20:56:01 main:581] : INFO : Epoch 1555 | loss: 0.0310892 | val_loss: 0.0311323 | Time: 3444.92 ms
[2022-04-19 20:56:05 main:581] : INFO : Epoch 1556 | loss: 0.031089 | val_loss: 0.0311338 | Time: 3449.42 ms
[2022-04-19 20:56:08 main:581] : INFO : Epoch 1557 | loss: 0.0310895 | val_loss: 0.0311342 | Time: 3450.22 ms
[2022-04-19 20:56:12 main:581] : INFO : Epoch 1558 | loss: 0.031088 | val_loss: 0.0311275 | Time: 3444.75 ms
[2022-04-19 20:56:15 main:581] : INFO : Epoch 1559 | loss: 0.0310892 | val_loss: 0.0311292 | Time: 3449.34 ms
[2022-04-19 20:56:18 main:581] : INFO : Epoch 1560 | loss: 0.0310884 | val_loss: 0.0311305 | Time: 3438.17 ms
[2022-04-19 20:56:22 main:581] : INFO : Epoch 1561 | loss: 0.0310933 | val_loss: 0.0311297 | Time: 3439.18 ms
[2022-04-19 20:56:25 main:581] : INFO : Epoch 1562 | loss: 0.0310916 | val_loss: 0.031126 | Time: 3441.95 ms
[2022-04-19 20:56:29 main:581] : INFO : Epoch 1563 | loss: 0.0310912 | val_loss: 0.0311323 | Time: 3436.42 ms
[2022-04-19 20:56:32 main:581] : INFO : Epoch 1564 | loss: 0.0310904 | val_loss: 0.0311315 | Time: 3435.82 ms
[2022-04-19 20:56:36 main:581] : INFO : Epoch 1565 | loss: 0.031087 | val_loss: 0.0311328 | Time: 3439.07 ms
[2022-04-19 20:56:39 main:581] : INFO : Epoch 1566 | loss: 0.0310889 | val_loss: 0.0311251 | Time: 3450.13 ms
[2022-04-19 20:56:42 main:581] : INFO : Epoch 1567 | loss: 0.0310893 | val_loss: 0.0311284 | Time: 3428.85 ms
[2022-04-19 20:56:46 main:581] : INFO : Epoch 1568 | loss: 0.0310891 | val_loss: 0.0311267 | Time: 3443.8 ms
[2022-04-19 20:56:49 main:581] : INFO : Epoch 1569 | loss: 0.0310848 | val_loss: 0.0311322 | Time: 3455.63 ms
[2022-04-19 20:56:53 main:581] : INFO : Epoch 1570 | loss: 0.0310861 | val_loss: 0.0311302 | Time: 3437.44 ms
[2022-04-19 20:56:56 main:581] : INFO : Epoch 1571 | loss: 0.0310907 | val_loss: 0.0311256 | Time: 3440.54 ms
[2022-04-19 20:57:00 main:581] : INFO : Epoch 1572 | loss: 0.0310904 | val_loss: 0.031131 | Time: 3438.17 ms
[2022-04-19 20:57:03 main:581] : INFO : Epoch 1573 | loss: 0.0310882 | val_loss: 0.0311342 | Time: 3439.16 ms
[2022-04-19 20:57:07 main:581] : INFO : Epoch 1574 | loss: 0.0310853 | val_loss: 0.0311351 | Time: 3437.69 ms
[2022-04-19 20:57:10 main:581] : INFO : Epoch 1575 | loss: 0.0310869 | val_loss: 0.0311314 | Time: 3449.19 ms
[2022-04-19 20:57:13 main:581] : INFO : Epoch 1576 | loss: 0.0310836 | val_loss: 0.0311301 | Time: 3446.17 ms
[2022-04-19 20:57:17 main:581] : INFO : Epoch 1577 | loss: 0.0310824 | val_loss: 0.0311317 | Time: 3441.33 ms
[2022-04-19 20:57:20 main:581] : INFO : Epoch 1578 | loss: 0.0310833 | val_loss: 0.0311311 | Time: 3440.6 ms
[2022-04-19 20:57:24 main:581] : INFO : Epoch 1579 | loss: 0.0310848 | val_loss: 0.0311324 | Time: 3441.5 ms
[2022-04-19 20:57:27 main:581] : INFO : Epoch 1580 | loss: 0.0310897 | val_loss: 0.031134 | Time: 3450.18 ms
[2022-04-19 20:57:31 main:581] : INFO : Epoch 1581 | loss: 0.0310923 | val_loss: 0.0311276 | Time: 3435.89 ms
[2022-04-19 20:57:34 main:581] : INFO : Epoch 1582 | loss: 0.0310881 | val_loss: 0.0311294 | Time: 3444.54 ms
[2022-04-19 20:57:38 main:581] : INFO : Epoch 1583 | loss: 0.0310858 | val_loss: 0.0311337 | Time: 3458.14 ms
[2022-04-19 20:57:41 main:581] : INFO : Epoch 1584 | loss: 0.0310862 | val_loss: 0.0311347 | Time: 3444.87 ms
[2022-04-19 20:57:44 main:581] : INFO : Epoch 1585 | loss: 0.0310877 | val_loss: 0.0311344 | Time: 3435.81 ms
[2022-04-19 20:57:48 main:581] : INFO : Epoch 1586 | loss: 0.031084 | val_loss: 0.0311299 | Time: 3451.99 ms
[2022-04-19 20:57:51 main:581] : INFO : Epoch 1587 | loss: 0.031085 | val_loss: 0.0311338 | Time: 3457.34 ms
[2022-04-19 20:57:55 main:581] : INFO : Epoch 1588 | loss: 0.0310852 | val_loss: 0.0311332 | Time: 3430.03 ms
[2022-04-19 20:57:58 main:581] : INFO : Epoch 1589 | loss: 0.0310885 | val_loss: 0.0311347 | Time: 3447.37 ms
[2022-04-19 20:58:02 main:581] : INFO : Epoch 1590 | loss: 0.0310914 | val_loss: 0.0311329 | Time: 3458.13 ms
[2022-04-19 20:58:05 main:581] : INFO : Epoch 1591 | loss: 0.0310883 | val_loss: 0.031133 | Time: 3426.27 ms
[2022-04-19 20:58:09 main:581] : INFO : Epoch 1592 | loss: 0.0310886 | val_loss: 0.0311311 | Time: 3441.23 ms
[2022-04-19 20:58:12 main:581] : INFO : Epoch 1593 | loss: 0.0310886 | val_loss: 0.0311287 | Time: 3436.91 ms
[2022-04-19 20:58:15 main:581] : INFO : Epoch 1594 | loss: 0.0310894 | val_loss: 0.031131 | Time: 3446.84 ms
[2022-04-19 20:58:19 main:581] : INFO : Epoch 1595 | loss: 0.0310907 | val_loss: 0.0311285 | Time: 3433.83 ms
[2022-04-19 20:58:22 main:581] : INFO : Epoch 1596 | loss: 0.031088 | val_loss: 0.0311313 | Time: 3445.59 ms
[2022-04-19 20:58:26 main:581] : INFO : Epoch 1597 | loss: 0.0310954 | val_loss: 0.0311329 | Time: 3462.14 ms
[2022-04-19 20:58:29 main:581] : INFO : Epoch 1598 | loss: 0.0310963 | val_loss: 0.0311257 | Time: 3442.06 ms
[2022-04-19 20:58:33 main:581] : INFO : Epoch 1599 | loss: 0.0310927 | val_loss: 0.0311284 | Time: 3440.32 ms
[2022-04-19 20:58:36 main:581] : INFO : Epoch 1600 | loss: 0.0310906 | val_loss: 0.0311342 | Time: 3442.97 ms
[2022-04-19 20:58:40 main:581] : INFO : Epoch 1601 | loss: 0.0310936 | val_loss: 0.0311308 | Time: 3437.38 ms
[2022-04-19 20:58:43 main:581] : INFO : Epoch 1602 | loss: 0.0310885 | val_loss: 0.0311255 | Time: 3433.14 ms
[2022-04-19 20:58:46 main:581] : INFO : Epoch 1603 | loss: 0.0310918 | val_loss: 0.0311272 | Time: 3446.65 ms
[2022-04-19 20:58:50 main:581] : INFO : Epoch 1604 | loss: 0.031088 | val_loss: 0.0311347 | Time: 3449.44 ms
[2022-04-19 20:58:53 main:581] : INFO : Epoch 1605 | loss: 0.0310858 | val_loss: 0.0311322 | Time: 3438.91 ms
[2022-04-19 20:58:57 main:581] : INFO : Epoch 1606 | loss: 0.0310858 | val_loss: 0.0311288 | Time: 3438.2 ms
[2022-04-19 20:59:00 main:581] : INFO : Epoch 1607 | loss: 0.0310858 | val_loss: 0.031129 | Time: 3444.75 ms
[2022-04-19 20:59:04 main:581] : INFO : Epoch 1608 | loss: 0.0310853 | val_loss: 0.0311292 | Time: 3436.81 ms
[2022-04-19 20:59:07 main:581] : INFO : Epoch 1609 | loss: 0.0310843 | val_loss: 0.0311265 | Time: 3431.96 ms
[2022-04-19 20:59:11 main:581] : INFO : Epoch 1610 | loss: 0.0310862 | val_loss: 0.0311304 | Time: 3451.14 ms
[2022-04-19 20:59:14 main:581] : INFO : Epoch 1611 | loss: 0.0310889 | val_loss: 0.0311257 | Time: 3447.14 ms
[2022-04-19 20:59:17 main:581] : INFO : Epoch 1612 | loss: 0.0310942 | val_loss: 0.0311239 | Time: 3435.4 ms
[2022-04-19 20:59:21 main:581] : INFO : Epoch 1613 | loss: 0.0311011 | val_loss: 0.0311352 | Time: 3445.99 ms
[2022-04-19 20:59:24 main:581] : INFO : Epoch 1614 | loss: 0.0310975 | val_loss: 0.0311297 | Time: 3441.94 ms
[2022-04-19 20:59:28 main:581] : INFO : Epoch 1615 | loss: 0.031093 | val_loss: 0.0311294 | Time: 3439.32 ms
[2022-04-19 20:59:31 main:581] : INFO : Epoch 1616 | loss: 0.0310911 | val_loss: 0.0311237 | Time: 3437.43 ms
[2022-04-19 20:59:35 main:581] : INFO : Epoch 1617 | loss: 0.0310987 | val_loss: 0.0311287 | Time: 3449.99 ms
[2022-04-19 20:59:38 main:581] : INFO : Epoch 1618 | loss: 0.0311007 | val_loss: 0.0311238 | Time: 3455.3 ms
[2022-04-19 20:59:42 main:581] : INFO : Epoch 1619 | loss: 0.0310956 | val_loss: 0.0311281 | Time: 3443.89 ms
[2022-04-19 20:59:45 main:581] : INFO : Epoch 1620 | loss: 0.0310934 | val_loss: 0.0311287 | Time: 3442.63 ms
[2022-04-19 20:59:48 main:581] : INFO : Epoch 1621 | loss: 0.0310944 | val_loss: 0.0311286 | Time: 3434.21 ms
[2022-04-19 20:59:52 main:581] : INFO : Epoch 1622 | loss: 0.0310917 | val_loss: 0.0311263 | Time: 3445.32 ms
[2022-04-19 20:59:55 main:581] : INFO : Epoch 1623 | loss: 0.0310883 | val_loss: 0.0311259 | Time: 3436.07 ms
[2022-04-19 20:59:59 main:581] : INFO : Epoch 1624 | loss: 0.031094 | val_loss: 0.0311263 | Time: 3436.69 ms
[2022-04-19 21:00:02 main:581] : INFO : Epoch 1625 | loss: 0.0310937 | val_loss: 0.0311272 | Time: 3449.87 ms
[2022-04-19 21:00:06 main:581] : INFO : Epoch 1626 | loss: 0.0310924 | val_loss: 0.0311262 | Time: 3436.02 ms
[2022-04-19 21:00:09 main:581] : INFO : Epoch 1627 | loss: 0.0310877 | val_loss: 0.0311264 | Time: 3438.65 ms
[2022-04-19 21:00:13 main:581] : INFO : Epoch 1628 | loss: 0.0310888 | val_loss: 0.0311302 | Time: 3445.78 ms
[2022-04-19 21:00:16 main:581] : INFO : Epoch 1629 | loss: 0.0310868 | val_loss: 0.0311248 | Time: 3449.6 ms
[2022-04-19 21:00:19 main:581] : INFO : Epoch 1630 | loss: 0.0310841 | val_loss: 0.0311272 | Time: 3428.31 ms
[2022-04-19 21:00:23 main:581] : INFO : Epoch 1631 | loss: 0.0310837 | val_loss: 0.031126 | Time: 3451.28 ms
[2022-04-19 21:00:26 main:581] : INFO : Epoch 1632 | loss: 0.0310845 | val_loss: 0.0311264 | Time: 3447.97 ms
[2022-04-19 21:00:30 main:581] : INFO : Epoch 1633 | loss: 0.0310829 | val_loss: 0.0311289 | Time: 3431.27 ms
[2022-04-19 21:00:33 main:581] : INFO : Epoch 1634 | loss: 0.0310827 | val_loss: 0.0311235 | Time: 3439.26 ms
[2022-04-19 21:00:37 main:581] : INFO : Epoch 1635 | loss: 0.0310823 | val_loss: 0.0311309 | Time: 3440.82 ms
[2022-04-19 21:00:40 main:581] : INFO : Epoch 1636 | loss: 0.031086 | val_loss: 0.0311525 | Time: 3437.42 ms
[2022-04-19 21:00:43 main:581] : INFO : Epoch 1637 | loss: 0.0310839 | val_loss: 0.0311317 | Time: 3431.36 ms
[2022-04-19 21:00:47 main:581] : INFO : Epoch 1638 | loss: 0.0310818 | val_loss: 0.0311254 | Time: 3448.46 ms
[2022-04-19 21:00:50 main:581] : INFO : Epoch 1639 | loss: 0.0310806 | val_loss: 0.0311252 | Time: 3452.39 ms
[2022-04-19 21:00:54 main:581] : INFO : Epoch 1640 | loss: 0.0310794 | val_loss: 0.0311282 | Time: 3446.27 ms
[2022-04-19 21:00:57 main:581] : INFO : Epoch 1641 | loss: 0.0310802 | val_loss: 0.0311293 | Time: 3443.94 ms
[2022-04-19 21:01:01 main:581] : INFO : Epoch 1642 | loss: 0.0310841 | val_loss: 0.0311242 | Time: 3436.93 ms
[2022-04-19 21:01:04 main:581] : INFO : Epoch 1643 | loss: 0.0310818 | val_loss: 0.0311239 | Time: 3440.62 ms
[2022-04-19 21:01:08 main:581] : INFO : Epoch 1644 | loss: 0.0310819 | val_loss: 0.0311287 | Time: 3436.15 ms
[2022-04-19 21:01:11 main:581] : INFO : Epoch 1645 | loss: 0.0310805 | val_loss: 0.0311243 | Time: 3435.65 ms
[2022-04-19 21:01:14 main:581] : INFO : Epoch 1646 | loss: 0.0310812 | val_loss: 0.0311272 | Time: 3452.47 ms
[2022-04-19 21:01:18 main:581] : INFO : Epoch 1647 | loss: 0.0310847 | val_loss: 0.0311332 | Time: 3437.04 ms
[2022-04-19 21:01:21 main:581] : INFO : Epoch 1648 | loss: 0.0310864 | val_loss: 0.0311269 | Time: 3439.13 ms
[2022-04-19 21:01:25 main:581] : INFO : Epoch 1649 | loss: 0.0310911 | val_loss: 0.031132 | Time: 3442.51 ms
[2022-04-19 21:01:28 main:581] : INFO : Epoch 1650 | loss: 0.0310922 | val_loss: 0.0311257 | Time: 3445.49 ms
[2022-04-19 21:01:32 main:581] : INFO : Epoch 1651 | loss: 0.0310873 | val_loss: 0.0311292 | Time: 3434.48 ms
[2022-04-19 21:01:35 main:581] : INFO : Epoch 1652 | loss: 0.0310854 | val_loss: 0.0311267 | Time: 3441.72 ms
[2022-04-19 21:01:39 main:581] : INFO : Epoch 1653 | loss: 0.0310868 | val_loss: 0.0311313 | Time: 3445.72 ms
[2022-04-19 21:01:42 main:581] : INFO : Epoch 1654 | loss: 0.0310832 | val_loss: 0.0311315 | Time: 3434.25 ms
[2022-04-19 21:01:45 main:581] : INFO : Epoch 1655 | loss: 0.0310869 | val_loss: 0.0311287 | Time: 3442.2 ms
[2022-04-19 21:01:49 main:581] : INFO : Epoch 1656 | loss: 0.0310808 | val_loss: 0.0311242 | Time: 3443.23 ms
[2022-04-19 21:01:52 main:581] : INFO : Epoch 1657 | loss: 0.0310805 | val_loss: 0.0311304 | Time: 3444.44 ms
[2022-04-19 21:01:56 main:581] : INFO : Epoch 1658 | loss: 0.0310823 | val_loss: 0.0311335 | Time: 3438.69 ms
[2022-04-19 21:01:59 main:581] : INFO : Epoch 1659 | loss: 0.0310847 | val_loss: 0.0311301 | Time: 3449.19 ms
[2022-04-19 21:02:03 main:581] : INFO : Epoch 1660 | loss: 0.0310846 | val_loss: 0.0311327 | Time: 3449.84 ms
[2022-04-19 21:02:06 main:581] : INFO : Epoch 1661 | loss: 0.0310841 | val_loss: 0.0311322 | Time: 3440.98 ms
[2022-04-19 21:02:10 main:581] : INFO : Epoch 1662 | loss: 0.0310826 | val_loss: 0.0311381 | Time: 3438.46 ms
[2022-04-19 21:02:13 main:581] : INFO : Epoch 1663 | loss: 0.0310828 | val_loss: 0.0311426 | Time: 3435.24 ms
[2022-04-19 21:02:16 main:581] : INFO : Epoch 1664 | loss: 0.031082 | val_loss: 0.0311284 | Time: 3445.03 ms
[2022-04-19 21:02:20 main:581] : INFO : Epoch 1665 | loss: 0.0310803 | val_loss: 0.0311273 | Time: 3434.7 ms
[2022-04-19 21:02:23 main:581] : INFO : Epoch 1666 | loss: 0.0310809 | val_loss: 0.0311347 | Time: 3439.74 ms
[2022-04-19 21:02:27 main:581] : INFO : Epoch 1667 | loss: 0.0310783 | val_loss: 0.0311305 | Time: 3453.95 ms
[2022-04-19 21:02:30 main:581] : INFO : Epoch 1668 | loss: 0.0310771 | val_loss: 0.0311288 | Time: 3437.18 ms
[2022-04-19 21:02:34 main:581] : INFO : Epoch 1669 | loss: 0.0310777 | val_loss: 0.0311308 | Time: 3442.89 ms
[2022-04-19 21:02:37 main:581] : INFO : Epoch 1670 | loss: 0.0310777 | val_loss: 0.0311316 | Time: 3439.86 ms
[2022-04-19 21:02:41 main:581] : INFO : Epoch 1671 | loss: 0.0310818 | val_loss: 0.0311302 | Time: 3443.21 ms
[2022-04-19 21:02:44 main:581] : INFO : Epoch 1672 | loss: 0.0310891 | val_loss: 0.031124 | Time: 3430.74 ms
[2022-04-19 21:02:47 main:581] : INFO : Epoch 1673 | loss: 0.0311164 | val_loss: 0.0311255 | Time: 3439.52 ms
[2022-04-19 21:02:51 main:581] : INFO : Epoch 1674 | loss: 0.0311098 | val_loss: 0.0311273 | Time: 3448.81 ms
[2022-04-19 21:02:54 main:581] : INFO : Epoch 1675 | loss: 0.0311059 | val_loss: 0.0311344 | Time: 3427.94 ms
[2022-04-19 21:02:58 main:581] : INFO : Epoch 1676 | loss: 0.031105 | val_loss: 0.0311417 | Time: 3435.58 ms
[2022-04-19 21:03:01 main:581] : INFO : Epoch 1677 | loss: 0.031095 | val_loss: 0.0311336 | Time: 3439.28 ms
[2022-04-19 21:03:05 main:581] : INFO : Epoch 1678 | loss: 0.0310908 | val_loss: 0.0311297 | Time: 3442.37 ms
[2022-04-19 21:03:08 main:581] : INFO : Epoch 1679 | loss: 0.0310869 | val_loss: 0.0311315 | Time: 3435.35 ms
[2022-04-19 21:03:11 main:581] : INFO : Epoch 1680 | loss: 0.031087 | val_loss: 0.0311334 | Time: 3450.62 ms
[2022-04-19 21:03:15 main:581] : INFO : Epoch 1681 | loss: 0.0310908 | val_loss: 0.031137 | Time: 3454.6 ms
[2022-04-19 21:03:18 main:581] : INFO : Epoch 1682 | loss: 0.0310871 | val_loss: 0.031129 | Time: 3447.37 ms
[2022-04-19 21:03:22 main:581] : INFO : Epoch 1683 | loss: 0.0310842 | val_loss: 0.0311277 | Time: 3441.02 ms
[2022-04-19 21:03:25 main:581] : INFO : Epoch 1684 | loss: 0.0310817 | val_loss: 0.0311251 | Time: 3448.32 ms
[2022-04-19 21:03:29 main:581] : INFO : Epoch 1685 | loss: 0.0310825 | val_loss: 0.0311258 | Time: 3452.77 ms
[2022-04-19 21:03:32 main:581] : INFO : Epoch 1686 | loss: 0.0310832 | val_loss: 0.0311315 | Time: 3439.97 ms
[2022-04-19 21:03:36 main:581] : INFO : Epoch 1687 | loss: 0.031084 | val_loss: 0.0311304 | Time: 3443.33 ms
[2022-04-19 21:03:39 main:581] : INFO : Epoch 1688 | loss: 0.0310823 | val_loss: 0.0311311 | Time: 3454.05 ms
[2022-04-19 21:03:42 main:581] : INFO : Epoch 1689 | loss: 0.0310819 | val_loss: 0.0311254 | Time: 3444.03 ms
[2022-04-19 21:03:46 main:581] : INFO : Epoch 1690 | loss: 0.0310822 | val_loss: 0.0311276 | Time: 3439.11 ms
[2022-04-19 21:03:49 main:581] : INFO : Epoch 1691 | loss: 0.0310879 | val_loss: 0.0311296 | Time: 3439.25 ms
[2022-04-19 21:03:53 main:581] : INFO : Epoch 1692 | loss: 0.0310868 | val_loss: 0.0311298 | Time: 3438.73 ms
[2022-04-19 21:03:56 main:581] : INFO : Epoch 1693 | loss: 0.031085 | val_loss: 0.0311343 | Time: 3435.86 ms
[2022-04-19 21:04:00 main:581] : INFO : Epoch 1694 | loss: 0.0310827 | val_loss: 0.0311309 | Time: 3437.06 ms
[2022-04-19 21:04:03 main:581] : INFO : Epoch 1695 | loss: 0.0310831 | val_loss: 0.0311316 | Time: 3450.07 ms
[2022-04-19 21:04:07 main:581] : INFO : Epoch 1696 | loss: 0.0310873 | val_loss: 0.0311221 | Time: 3431.12 ms
[2022-04-19 21:04:10 main:581] : INFO : Epoch 1697 | loss: 0.0310878 | val_loss: 0.0311268 | Time: 3438.34 ms
[2022-04-19 21:04:13 main:581] : INFO : Epoch 1698 | loss: 0.0310841 | val_loss: 0.0311273 | Time: 3440.61 ms
[2022-04-19 21:04:17 main:581] : INFO : Epoch 1699 | loss: 0.0310888 | val_loss: 0.0311278 | Time: 3449 ms
[2022-04-19 21:04:20 main:581] : INFO : Epoch 1700 | loss: 0.0310867 | val_loss: 0.0311297 | Time: 3440.27 ms
[2022-04-19 21:04:24 main:581] : INFO : Epoch 1701 | loss: 0.0310812 | val_loss: 0.0311272 | Time: 3449.28 ms
[2022-04-19 21:04:27 main:581] : INFO : Epoch 1702 | loss: 0.0310805 | val_loss: 0.0311264 | Time: 3449.2 ms
[2022-04-19 21:04:31 main:581] : INFO : Epoch 1703 | loss: 0.0310817 | val_loss: 0.031127 | Time: 3438.72 ms
[2022-04-19 21:04:34 main:581] : INFO : Epoch 1704 | loss: 0.0310801 | val_loss: 0.0311268 | Time: 3434.59 ms
[2022-04-19 21:04:38 main:581] : INFO : Epoch 1705 | loss: 0.0310804 | val_loss: 0.0311306 | Time: 3433.9 ms
[2022-04-19 21:04:41 main:581] : INFO : Epoch 1706 | loss: 0.0310893 | val_loss: 0.031139 | Time: 3438.5 ms
[2022-04-19 21:04:44 main:581] : INFO : Epoch 1707 | loss: 0.0310897 | val_loss: 0.0311315 | Time: 3436.2 ms
[2022-04-19 21:04:48 main:581] : INFO : Epoch 1708 | loss: 0.0310835 | val_loss: 0.0311269 | Time: 3446.49 ms
[2022-04-19 21:04:51 main:581] : INFO : Epoch 1709 | loss: 0.0310797 | val_loss: 0.0311267 | Time: 3453.39 ms
[2022-04-19 21:04:55 main:581] : INFO : Epoch 1710 | loss: 0.0310797 | val_loss: 0.0311259 | Time: 3437.61 ms
[2022-04-19 21:04:58 main:581] : INFO : Epoch 1711 | loss: 0.0310795 | val_loss: 0.0311281 | Time: 3440.17 ms
[2022-04-19 21:05:02 main:581] : INFO : Epoch 1712 | loss: 0.0310781 | val_loss: 0.0311183 | Time: 3439.76 ms
[2022-04-19 21:05:05 main:581] : INFO : Epoch 1713 | loss: 0.0310795 | val_loss: 0.0311261 | Time: 3445.83 ms
[2022-04-19 21:05:08 main:581] : INFO : Epoch 1714 | loss: 0.0310803 | val_loss: 0.0311243 | Time: 3425.2 ms
[2022-04-19 21:05:12 main:581] : INFO : Epoch 1715 | loss: 0.0310894 | val_loss: 0.0311291 | Time: 3439.54 ms
[2022-04-19 21:05:15 main:581] : INFO : Epoch 1716 | loss: 0.0310881 | val_loss: 0.0311232 | Time: 3449.11 ms
[2022-04-19 21:05:19 main:581] : INFO : Epoch 1717 | loss: 0.031081 | val_loss: 0.0311251 | Time: 3428.58 ms
[2022-04-19 21:05:22 main:581] : INFO : Epoch 1718 | loss: 0.0310777 | val_loss: 0.0311295 | Time: 3439.04 ms
[2022-04-19 21:05:26 main:581] : INFO : Epoch 1719 | loss: 0.0310791 | val_loss: 0.0311256 | Time: 3437.89 ms
[2022-04-19 21:05:29 main:581] : INFO : Epoch 1720 | loss: 0.0310923 | val_loss: 0.031137 | Time: 3448.14 ms
[2022-04-19 21:05:33 main:581] : INFO : Epoch 1721 | loss: 0.0310946 | val_loss: 0.0311324 | Time: 3432.44 ms
[2022-04-19 21:05:36 main:581] : INFO : Epoch 1722 | loss: 0.0310904 | val_loss: 0.0311264 | Time: 3446.98 ms
[2022-04-19 21:05:39 main:581] : INFO : Epoch 1723 | loss: 0.0310911 | val_loss: 0.0311303 | Time: 3449.39 ms
[2022-04-19 21:05:43 main:581] : INFO : Epoch 1724 | loss: 0.0310919 | val_loss: 0.0311338 | Time: 3437.11 ms
[2022-04-19 21:05:46 main:581] : INFO : Epoch 1725 | loss: 0.0310885 | val_loss: 0.0311348 | Time: 3436.98 ms
[2022-04-19 21:05:50 main:581] : INFO : Epoch 1726 | loss: 0.0310892 | val_loss: 0.0311324 | Time: 3438.72 ms
[2022-04-19 21:05:53 main:581] : INFO : Epoch 1727 | loss: 0.0310863 | val_loss: 0.0311314 | Time: 3438.34 ms
[2022-04-19 21:05:57 main:581] : INFO : Epoch 1728 | loss: 0.0310838 | val_loss: 0.0311298 | Time: 3440.28 ms
[2022-04-19 21:06:00 main:581] : INFO : Epoch 1729 | loss: 0.0310814 | val_loss: 0.031129 | Time: 3456.2 ms
[2022-04-19 21:06:04 main:581] : INFO : Epoch 1730 | loss: 0.0310822 | val_loss: 0.0311251 | Time: 3460.25 ms
[2022-04-19 21:06:07 main:581] : INFO : Epoch 1731 | loss: 0.0310815 | val_loss: 0.0311296 | Time: 3442.11 ms
[2022-04-19 21:06:10 main:581] : INFO : Epoch 1732 | loss: 0.0310956 | val_loss: 0.031145 | Time: 3442.07 ms
[2022-04-19 21:06:14 main:581] : INFO : Epoch 1733 | loss: 0.0311234 | val_loss: 0.031136 | Time: 3439.74 ms
[2022-04-19 21:06:17 main:581] : INFO : Epoch 1734 | loss: 0.0311168 | val_loss: 0.0311315 | Time: 3448.26 ms
[2022-04-19 21:06:21 main:581] : INFO : Epoch 1735 | loss: 0.0311117 | val_loss: 0.0311419 | Time: 3427.06 ms
[2022-04-19 21:06:24 main:581] : INFO : Epoch 1736 | loss: 0.0311092 | val_loss: 0.0311368 | Time: 3449.35 ms
[2022-04-19 21:06:28 main:581] : INFO : Epoch 1737 | loss: 0.0311063 | val_loss: 0.0311358 | Time: 3453.77 ms
[2022-04-19 21:06:31 main:581] : INFO : Epoch 1738 | loss: 0.0311028 | val_loss: 0.0311398 | Time: 3431.49 ms
[2022-04-19 21:06:35 main:581] : INFO : Epoch 1739 | loss: 0.0310997 | val_loss: 0.0311359 | Time: 3445.02 ms
[2022-04-19 21:06:38 main:581] : INFO : Epoch 1740 | loss: 0.0311074 | val_loss: 0.0311433 | Time: 3443.02 ms
[2022-04-19 21:06:41 main:581] : INFO : Epoch 1741 | loss: 0.0311188 | val_loss: 0.0311438 | Time: 3449.54 ms
[2022-04-19 21:06:45 main:581] : INFO : Epoch 1742 | loss: 0.0311102 | val_loss: 0.0311288 | Time: 3439.48 ms
[2022-04-19 21:06:48 main:581] : INFO : Epoch 1743 | loss: 0.0311041 | val_loss: 0.0311314 | Time: 3440.74 ms
[2022-04-19 21:06:52 main:581] : INFO : Epoch 1744 | loss: 0.0311066 | val_loss: 0.0311322 | Time: 3451.42 ms
[2022-04-19 21:06:55 main:581] : INFO : Epoch 1745 | loss: 0.0311077 | val_loss: 0.0311307 | Time: 3437.75 ms
[2022-04-19 21:06:59 main:581] : INFO : Epoch 1746 | loss: 0.0311095 | val_loss: 0.0311266 | Time: 3443.09 ms
[2022-04-19 21:07:02 main:581] : INFO : Epoch 1747 | loss: 0.0311036 | val_loss: 0.0311323 | Time: 3437.71 ms
[2022-04-19 21:07:06 main:581] : INFO : Epoch 1748 | loss: 0.0311003 | val_loss: 0.0311237 | Time: 3449.64 ms
[2022-04-19 21:07:09 main:581] : INFO : Epoch 1749 | loss: 0.0310979 | val_loss: 0.0311257 | Time: 3434.5 ms
[2022-04-19 21:07:12 main:581] : INFO : Epoch 1750 | loss: 0.0310975 | val_loss: 0.031131 | Time: 3450.72 ms
[2022-04-19 21:07:16 main:581] : INFO : Epoch 1751 | loss: 0.0310947 | val_loss: 0.0311296 | Time: 3456.41 ms
[2022-04-19 21:07:19 main:581] : INFO : Epoch 1752 | loss: 0.0310924 | val_loss: 0.0311284 | Time: 3442.92 ms
[2022-04-19 21:07:23 main:581] : INFO : Epoch 1753 | loss: 0.0310899 | val_loss: 0.031126 | Time: 3441.7 ms
[2022-04-19 21:07:26 main:581] : INFO : Epoch 1754 | loss: 0.031091 | val_loss: 0.0311267 | Time: 3443.64 ms
[2022-04-19 21:07:30 main:581] : INFO : Epoch 1755 | loss: 0.0310898 | val_loss: 0.0311233 | Time: 3443.6 ms
[2022-04-19 21:07:33 main:581] : INFO : Epoch 1756 | loss: 0.0310895 | val_loss: 0.0311293 | Time: 3433 ms
[2022-04-19 21:07:37 main:581] : INFO : Epoch 1757 | loss: 0.0310873 | val_loss: 0.0311283 | Time: 3438.71 ms
[2022-04-19 21:07:40 main:581] : INFO : Epoch 1758 | loss: 0.031085 | val_loss: 0.0311211 | Time: 3458.85 ms
[2022-04-19 21:07:43 main:581] : INFO : Epoch 1759 | loss: 0.0310855 | val_loss: 0.0311264 | Time: 3438.42 ms
[2022-04-19 21:07:47 main:581] : INFO : Epoch 1760 | loss: 0.0310825 | val_loss: 0.0311236 | Time: 3438.26 ms
[2022-04-19 21:07:50 main:581] : INFO : Epoch 1761 | loss: 0.0310857 | val_loss: 0.0311242 | Time: 3439.53 ms
[2022-04-19 21:07:54 main:581] : INFO : Epoch 1762 | loss: 0.0310916 | val_loss: 0.0311224 | Time: 3450.79 ms
[2022-04-19 21:07:57 main:581] : INFO : Epoch 1763 | loss: 0.0310899 | val_loss: 0.031124 | Time: 3433.76 ms
[2022-04-19 21:08:01 main:581] : INFO : Epoch 1764 | loss: 0.0310891 | val_loss: 0.0311225 | Time: 3442.27 ms
[2022-04-19 21:08:04 main:581] : INFO : Epoch 1765 | loss: 0.0310902 | val_loss: 0.0311216 | Time: 3447.81 ms
[2022-04-19 21:08:08 main:581] : INFO : Epoch 1766 | loss: 0.0310878 | val_loss: 0.0311263 | Time: 3446.48 ms
[2022-04-19 21:08:11 main:581] : INFO : Epoch 1767 | loss: 0.0310864 | val_loss: 0.0311292 | Time: 3439.09 ms
[2022-04-19 21:08:14 main:581] : INFO : Epoch 1768 | loss: 0.0310892 | val_loss: 0.0311376 | Time: 3439.75 ms
[2022-04-19 21:08:18 main:581] : INFO : Epoch 1769 | loss: 0.0310898 | val_loss: 0.0311293 | Time: 3447.85 ms
[2022-04-19 21:08:21 main:581] : INFO : Epoch 1770 | loss: 0.0310844 | val_loss: 0.03113 | Time: 3429.35 ms
[2022-04-19 21:08:25 main:581] : INFO : Epoch 1771 | loss: 0.0310837 | val_loss: 0.0311253 | Time: 3457.17 ms
[2022-04-19 21:08:28 main:581] : INFO : Epoch 1772 | loss: 0.0310845 | val_loss: 0.0311289 | Time: 3443.99 ms
[2022-04-19 21:08:32 main:581] : INFO : Epoch 1773 | loss: 0.0310824 | val_loss: 0.031125 | Time: 3435.48 ms
[2022-04-19 21:08:35 main:581] : INFO : Epoch 1774 | loss: 0.0310841 | val_loss: 0.0311323 | Time: 3439.06 ms
[2022-04-19 21:08:38 main:581] : INFO : Epoch 1775 | loss: 0.0310863 | val_loss: 0.0311284 | Time: 3435.02 ms
[2022-04-19 21:08:42 main:581] : INFO : Epoch 1776 | loss: 0.031081 | val_loss: 0.0311299 | Time: 3437.03 ms
[2022-04-19 21:08:45 main:581] : INFO : Epoch 1777 | loss: 0.0310823 | val_loss: 0.0311292 | Time: 3429.4 ms
[2022-04-19 21:08:49 main:581] : INFO : Epoch 1778 | loss: 0.0310851 | val_loss: 0.0311364 | Time: 3445.44 ms
[2022-04-19 21:08:52 main:581] : INFO : Epoch 1779 | loss: 0.0310884 | val_loss: 0.0311332 | Time: 3454.61 ms
[2022-04-19 21:08:56 main:581] : INFO : Epoch 1780 | loss: 0.0310934 | val_loss: 0.0311249 | Time: 3444.46 ms
[2022-04-19 21:08:59 main:581] : INFO : Epoch 1781 | loss: 0.0310878 | val_loss: 0.0311325 | Time: 3444.33 ms
[2022-04-19 21:09:03 main:581] : INFO : Epoch 1782 | loss: 0.0310844 | val_loss: 0.0311238 | Time: 3438.51 ms
[2022-04-19 21:09:06 main:581] : INFO : Epoch 1783 | loss: 0.0310812 | val_loss: 0.0311302 | Time: 3437.76 ms
[2022-04-19 21:09:09 main:581] : INFO : Epoch 1784 | loss: 0.0310802 | val_loss: 0.0311245 | Time: 3442.13 ms
[2022-04-19 21:09:13 main:581] : INFO : Epoch 1785 | loss: 0.0310794 | val_loss: 0.0311271 | Time: 3438.78 ms
[2022-04-19 21:09:16 main:581] : INFO : Epoch 1786 | loss: 0.0310838 | val_loss: 0.0311237 | Time: 3443.53 ms
[2022-04-19 21:09:20 main:581] : INFO : Epoch 1787 | loss: 0.0310849 | val_loss: 0.0311252 | Time: 3442.15 ms
[2022-04-19 21:09:23 main:581] : INFO : Epoch 1788 | loss: 0.0310853 | val_loss: 0.0311236 | Time: 3441.88 ms
[2022-04-19 21:09:27 main:581] : INFO : Epoch 1789 | loss: 0.0310835 | val_loss: 0.0311224 | Time: 3436.22 ms
[2022-04-19 21:09:30 main:581] : INFO : Epoch 1790 | loss: 0.0310856 | val_loss: 0.0311336 | Time: 3446.74 ms
[2022-04-19 21:09:34 main:581] : INFO : Epoch 1791 | loss: 0.0310886 | val_loss: 0.0311324 | Time: 3439.7 ms
[2022-04-19 21:09:37 main:581] : INFO : Epoch 1792 | loss: 0.0310842 | val_loss: 0.0311271 | Time: 3441.53 ms
[2022-04-19 21:09:40 main:581] : INFO : Epoch 1793 | loss: 0.0310827 | val_loss: 0.0311288 | Time: 3453 ms
[2022-04-19 21:09:44 main:581] : INFO : Epoch 1794 | loss: 0.031082 | val_loss: 0.031124 | Time: 3436.56 ms
[2022-04-19 21:09:47 main:581] : INFO : Epoch 1795 | loss: 0.0310812 | val_loss: 0.031125 | Time: 3435.94 ms
[2022-04-19 21:09:51 main:581] : INFO : Epoch 1796 | loss: 0.031083 | val_loss: 0.0311261 | Time: 3438.6 ms
[2022-04-19 21:09:54 main:581] : INFO : Epoch 1797 | loss: 0.031093 | val_loss: 0.0311386 | Time: 3452.34 ms
[2022-04-19 21:09:58 main:581] : INFO : Epoch 1798 | loss: 0.0311242 | val_loss: 0.0311309 | Time: 3436.16 ms
[2022-04-19 21:10:01 main:581] : INFO : Epoch 1799 | loss: 0.0311141 | val_loss: 0.0311309 | Time: 3450.39 ms
[2022-04-19 21:10:05 main:581] : INFO : Epoch 1800 | loss: 0.0311131 | val_loss: 0.0311424 | Time: 3454.25 ms
[2022-04-19 21:10:08 main:581] : INFO : Epoch 1801 | loss: 0.0311207 | val_loss: 0.0311266 | Time: 3444.13 ms
[2022-04-19 21:10:11 main:581] : INFO : Epoch 1802 | loss: 0.0311093 | val_loss: 0.0311303 | Time: 3435.23 ms
[2022-04-19 21:10:15 main:581] : INFO : Epoch 1803 | loss: 0.0311077 | val_loss: 0.0311396 | Time: 3438.76 ms
[2022-04-19 21:10:18 main:581] : INFO : Epoch 1804 | loss: 0.0311032 | val_loss: 0.0311268 | Time: 3444.89 ms
[2022-04-19 21:10:22 main:581] : INFO : Epoch 1805 | loss: 0.0310979 | val_loss: 0.0311279 | Time: 3433.68 ms
[2022-04-19 21:10:25 main:581] : INFO : Epoch 1806 | loss: 0.0310966 | val_loss: 0.0311254 | Time: 3443.08 ms
[2022-04-19 21:10:29 main:581] : INFO : Epoch 1807 | loss: 0.031094 | val_loss: 0.0311281 | Time: 3445.1 ms
[2022-04-19 21:10:32 main:581] : INFO : Epoch 1808 | loss: 0.0310915 | val_loss: 0.031128 | Time: 3447.18 ms
[2022-04-19 21:10:36 main:581] : INFO : Epoch 1809 | loss: 0.0310906 | val_loss: 0.0311266 | Time: 3439.94 ms
[2022-04-19 21:10:39 main:581] : INFO : Epoch 1810 | loss: 0.0310904 | val_loss: 0.0311266 | Time: 3441.61 ms
[2022-04-19 21:10:42 main:581] : INFO : Epoch 1811 | loss: 0.0310894 | val_loss: 0.0311269 | Time: 3461.11 ms
[2022-04-19 21:10:46 main:581] : INFO : Epoch 1812 | loss: 0.0310878 | val_loss: 0.0311308 | Time: 3430.16 ms
[2022-04-19 21:10:49 main:581] : INFO : Epoch 1813 | loss: 0.0310911 | val_loss: 0.03113 | Time: 3452.35 ms
[2022-04-19 21:10:53 main:581] : INFO : Epoch 1814 | loss: 0.0310997 | val_loss: 0.0311412 | Time: 3451.04 ms
[2022-04-19 21:10:56 main:581] : INFO : Epoch 1815 | loss: 0.0310967 | val_loss: 0.0311287 | Time: 3439.86 ms
[2022-04-19 21:11:00 main:581] : INFO : Epoch 1816 | loss: 0.0310916 | val_loss: 0.0311255 | Time: 3439.92 ms
[2022-04-19 21:11:03 main:581] : INFO : Epoch 1817 | loss: 0.0310888 | val_loss: 0.0311279 | Time: 3434.72 ms
[2022-04-19 21:11:07 main:581] : INFO : Epoch 1818 | loss: 0.0310878 | val_loss: 0.0311316 | Time: 3446.25 ms
[2022-04-19 21:11:10 main:581] : INFO : Epoch 1819 | loss: 0.0310887 | val_loss: 0.0311302 | Time: 3435.66 ms
[2022-04-19 21:11:13 main:581] : INFO : Epoch 1820 | loss: 0.0310876 | val_loss: 0.0311258 | Time: 3449.15 ms
[2022-04-19 21:11:17 main:581] : INFO : Epoch 1821 | loss: 0.0310855 | val_loss: 0.0311258 | Time: 3464.1 ms
[2022-04-19 21:11:20 main:581] : INFO : Epoch 1822 | loss: 0.0310856 | val_loss: 0.0311236 | Time: 3443.01 ms
[2022-04-19 21:11:24 main:581] : INFO : Epoch 1823 | loss: 0.0310844 | val_loss: 0.03113 | Time: 3438.18 ms
[2022-04-19 21:11:27 main:581] : INFO : Epoch 1824 | loss: 0.0310867 | val_loss: 0.0311322 | Time: 3436.26 ms
[2022-04-19 21:11:31 main:581] : INFO : Epoch 1825 | loss: 0.0310843 | val_loss: 0.0311308 | Time: 3442.39 ms
[2022-04-19 21:11:34 main:581] : INFO : Epoch 1826 | loss: 0.0310861 | val_loss: 0.0311279 | Time: 3439.56 ms
[2022-04-19 21:11:38 main:581] : INFO : Epoch 1827 | loss: 0.0310852 | val_loss: 0.0311239 | Time: 3445.61 ms
[2022-04-19 21:11:41 main:581] : INFO : Epoch 1828 | loss: 0.0310863 | val_loss: 0.0311253 | Time: 3446.3 ms
[2022-04-19 21:11:44 main:581] : INFO : Epoch 1829 | loss: 0.0310868 | val_loss: 0.0311289 | Time: 3441.57 ms
[2022-04-19 21:11:48 main:581] : INFO : Epoch 1830 | loss: 0.0310857 | val_loss: 0.0311256 | Time: 3445.77 ms
[2022-04-19 21:11:51 main:581] : INFO : Epoch 1831 | loss: 0.0310873 | val_loss: 0.0311329 | Time: 3439.66 ms
[2022-04-19 21:11:55 main:581] : INFO : Epoch 1832 | loss: 0.0310843 | val_loss: 0.031126 | Time: 3450.71 ms
[2022-04-19 21:11:58 main:581] : INFO : Epoch 1833 | loss: 0.0310841 | val_loss: 0.0311278 | Time: 3426.31 ms
[2022-04-19 21:12:02 main:581] : INFO : Epoch 1834 | loss: 0.0310821 | val_loss: 0.0311337 | Time: 3448.31 ms
[2022-04-19 21:12:05 main:581] : INFO : Epoch 1835 | loss: 0.0310836 | val_loss: 0.0311299 | Time: 3451.07 ms
[2022-04-19 21:12:09 main:581] : INFO : Epoch 1836 | loss: 0.0310834 | val_loss: 0.0311256 | Time: 3432 ms
[2022-04-19 21:12:12 main:581] : INFO : Epoch 1837 | loss: 0.0310835 | val_loss: 0.0311271 | Time: 3428.1 ms
[2022-04-19 21:12:15 main:581] : INFO : Epoch 1838 | loss: 0.0310862 | val_loss: 0.0311319 | Time: 3436.75 ms
[2022-04-19 21:12:19 main:581] : INFO : Epoch 1839 | loss: 0.0310871 | val_loss: 0.0311655 | Time: 3448.32 ms
[2022-04-19 21:12:22 main:581] : INFO : Epoch 1840 | loss: 0.0310875 | val_loss: 0.0311285 | Time: 3436.2 ms
[2022-04-19 21:12:26 main:581] : INFO : Epoch 1841 | loss: 0.0310871 | val_loss: 0.031129 | Time: 3448.65 ms
[2022-04-19 21:12:29 main:581] : INFO : Epoch 1842 | loss: 0.0310836 | val_loss: 0.0311273 | Time: 3456.25 ms
[2022-04-19 21:12:33 main:581] : INFO : Epoch 1843 | loss: 0.0310839 | val_loss: 0.0311265 | Time: 3425.96 ms
[2022-04-19 21:12:36 main:581] : INFO : Epoch 1844 | loss: 0.031085 | val_loss: 0.0311348 | Time: 3447.17 ms
[2022-04-19 21:12:39 main:581] : INFO : Epoch 1845 | loss: 0.0310886 | val_loss: 0.0311384 | Time: 3441.65 ms
[2022-04-19 21:12:43 main:581] : INFO : Epoch 1846 | loss: 0.0310863 | val_loss: 0.0311408 | Time: 3442.72 ms
[2022-04-19 21:12:46 main:581] : INFO : Epoch 1847 | loss: 0.0310832 | val_loss: 0.0311416 | Time: 3429.94 ms
[2022-04-19 21:12:50 main:581] : INFO : Epoch 1848 | loss: 0.0310819 | val_loss: 0.0311296 | Time: 3439.91 ms
[2022-04-19 21:12:53 main:581] : INFO : Epoch 1849 | loss: 0.0310823 | val_loss: 0.0311398 | Time: 3454.07 ms
[2022-04-19 21:12:57 main:581] : INFO : Epoch 1850 | loss: 0.0310806 | val_loss: 0.0311425 | Time: 3441.93 ms
[2022-04-19 21:13:00 main:581] : INFO : Epoch 1851 | loss: 0.0310826 | val_loss: 0.0311359 | Time: 3436.29 ms
[2022-04-19 21:13:04 main:581] : INFO : Epoch 1852 | loss: 0.0310837 | val_loss: 0.0311208 | Time: 3445.3 ms
[2022-04-19 21:13:07 main:581] : INFO : Epoch 1853 | loss: 0.031083 | val_loss: 0.0311198 | Time: 3452.31 ms
[2022-04-19 21:13:10 main:581] : INFO : Epoch 1854 | loss: 0.0310837 | val_loss: 0.0311178 | Time: 3439.54 ms
[2022-04-19 21:13:14 main:581] : INFO : Epoch 1855 | loss: 0.0310803 | val_loss: 0.0311211 | Time: 3455.89 ms
[2022-04-19 21:13:17 main:581] : INFO : Epoch 1856 | loss: 0.031079 | val_loss: 0.0311242 | Time: 3448.1 ms
[2022-04-19 21:13:21 main:581] : INFO : Epoch 1857 | loss: 0.0310821 | val_loss: 0.0311228 | Time: 3437.6 ms
[2022-04-19 21:13:24 main:581] : INFO : Epoch 1858 | loss: 0.0310882 | val_loss: 0.0311295 | Time: 3436.81 ms
[2022-04-19 21:13:28 main:581] : INFO : Epoch 1859 | loss: 0.031087 | val_loss: 0.0311262 | Time: 3434.44 ms
[2022-04-19 21:13:31 main:581] : INFO : Epoch 1860 | loss: 0.0310831 | val_loss: 0.0311274 | Time: 3443.24 ms
[2022-04-19 21:13:35 main:581] : INFO : Epoch 1861 | loss: 0.0310816 | val_loss: 0.0311245 | Time: 3429.02 ms
[2022-04-19 21:13:38 main:581] : INFO : Epoch 1862 | loss: 0.0310831 | val_loss: 0.0311324 | Time: 3446.72 ms
[2022-04-19 21:13:41 main:581] : INFO : Epoch 1863 | loss: 0.031082 | val_loss: 0.0311414 | Time: 3453.05 ms
[2022-04-19 21:13:45 main:581] : INFO : Epoch 1864 | loss: 0.0310805 | val_loss: 0.0311318 | Time: 3433.68 ms
[2022-04-19 21:13:48 main:581] : INFO : Epoch 1865 | loss: 0.0310809 | val_loss: 0.0311432 | Time: 3444.93 ms
[2022-04-19 21:13:52 main:581] : INFO : Epoch 1866 | loss: 0.0310802 | val_loss: 0.0311248 | Time: 3436.15 ms
[2022-04-19 21:13:55 main:581] : INFO : Epoch 1867 | loss: 0.0310805 | val_loss: 0.0311306 | Time: 3437.87 ms
[2022-04-19 21:13:59 main:581] : INFO : Epoch 1868 | loss: 0.0310844 | val_loss: 0.0311234 | Time: 3434.58 ms
[2022-04-19 21:14:02 main:581] : INFO : Epoch 1869 | loss: 0.0310834 | val_loss: 0.0311275 | Time: 3443.77 ms
[2022-04-19 21:14:06 main:581] : INFO : Epoch 1870 | loss: 0.0310799 | val_loss: 0.0311198 | Time: 3451.46 ms
[2022-04-19 21:14:09 main:581] : INFO : Epoch 1871 | loss: 0.0310797 | val_loss: 0.0311269 | Time: 3432.13 ms
[2022-04-19 21:14:12 main:581] : INFO : Epoch 1872 | loss: 0.0310781 | val_loss: 0.0311184 | Time: 3443.98 ms
[2022-04-19 21:14:16 main:581] : INFO : Epoch 1873 | loss: 0.0310838 | val_loss: 0.0311232 | Time: 3443.56 ms
[2022-04-19 21:14:19 main:581] : INFO : Epoch 1874 | loss: 0.0311169 | val_loss: 0.031133 | Time: 3450.6 ms
[2022-04-19 21:14:23 main:581] : INFO : Epoch 1875 | loss: 0.0311117 | val_loss: 0.0311247 | Time: 3436.65 ms
[2022-04-19 21:14:26 main:581] : INFO : Epoch 1876 | loss: 0.0311038 | val_loss: 0.0311231 | Time: 3441.17 ms
[2022-04-19 21:14:30 main:581] : INFO : Epoch 1877 | loss: 0.0310984 | val_loss: 0.031126 | Time: 3456.15 ms
[2022-04-19 21:14:33 main:581] : INFO : Epoch 1878 | loss: 0.0310949 | val_loss: 0.031125 | Time: 3438.1 ms
[2022-04-19 21:14:37 main:581] : INFO : Epoch 1879 | loss: 0.0310934 | val_loss: 0.0311246 | Time: 3436.24 ms
[2022-04-19 21:14:40 main:581] : INFO : Epoch 1880 | loss: 0.031091 | val_loss: 0.0311232 | Time: 3441.55 ms
[2022-04-19 21:14:43 main:581] : INFO : Epoch 1881 | loss: 0.0310848 | val_loss: 0.031124 | Time: 3452.23 ms
[2022-04-19 21:14:47 main:581] : INFO : Epoch 1882 | loss: 0.0310819 | val_loss: 0.0311273 | Time: 3438.94 ms
[2022-04-19 21:14:50 main:581] : INFO : Epoch 1883 | loss: 0.0310795 | val_loss: 0.0311263 | Time: 3452.21 ms
[2022-04-19 21:14:54 main:581] : INFO : Epoch 1884 | loss: 0.0310772 | val_loss: 0.0311244 | Time: 3451.54 ms
[2022-04-19 21:14:57 main:581] : INFO : Epoch 1885 | loss: 0.0310772 | val_loss: 0.0311226 | Time: 3441.95 ms
[2022-04-19 21:15:01 main:581] : INFO : Epoch 1886 | loss: 0.0310769 | val_loss: 0.0311255 | Time: 3441.81 ms
[2022-04-19 21:15:04 main:581] : INFO : Epoch 1887 | loss: 0.0310775 | val_loss: 0.0311244 | Time: 3437.6 ms
[2022-04-19 21:15:08 main:581] : INFO : Epoch 1888 | loss: 0.0310811 | val_loss: 0.0311288 | Time: 3438.92 ms
[2022-04-19 21:15:11 main:581] : INFO : Epoch 1889 | loss: 0.0310848 | val_loss: 0.0311204 | Time: 3431.16 ms
[2022-04-19 21:15:14 main:581] : INFO : Epoch 1890 | loss: 0.0310824 | val_loss: 0.0311239 | Time: 3449.27 ms
[2022-04-19 21:15:18 main:581] : INFO : Epoch 1891 | loss: 0.0310858 | val_loss: 0.0311332 | Time: 3453.59 ms
[2022-04-19 21:15:21 main:581] : INFO : Epoch 1892 | loss: 0.0310984 | val_loss: 0.0311358 | Time: 3450.49 ms
[2022-04-19 21:15:25 main:581] : INFO : Epoch 1893 | loss: 0.031094 | val_loss: 0.0311277 | Time: 3447.1 ms
[2022-04-19 21:15:28 main:581] : INFO : Epoch 1894 | loss: 0.0310879 | val_loss: 0.0311256 | Time: 3441.01 ms
[2022-04-19 21:15:32 main:581] : INFO : Epoch 1895 | loss: 0.0310835 | val_loss: 0.0311271 | Time: 3448.94 ms
[2022-04-19 21:15:35 main:581] : INFO : Epoch 1896 | loss: 0.0310818 | val_loss: 0.0311268 | Time: 3434.41 ms
[2022-04-19 21:15:39 main:581] : INFO : Epoch 1897 | loss: 0.0310807 | val_loss: 0.0311278 | Time: 3443.72 ms
[2022-04-19 21:15:42 main:581] : INFO : Epoch 1898 | loss: 0.0310801 | val_loss: 0.0311278 | Time: 3447.17 ms
[2022-04-19 21:15:45 main:581] : INFO : Epoch 1899 | loss: 0.0310845 | val_loss: 0.0311279 | Time: 3432.1 ms
[2022-04-19 21:15:49 main:581] : INFO : Epoch 1900 | loss: 0.0310869 | val_loss: 0.0311255 | Time: 3437.86 ms
[2022-04-19 21:15:52 main:581] : INFO : Epoch 1901 | loss: 0.0310849 | val_loss: 0.0311234 | Time: 3437.04 ms
[2022-04-19 21:15:56 main:581] : INFO : Epoch 1902 | loss: 0.0310891 | val_loss: 0.0311245 | Time: 3448.19 ms
[2022-04-19 21:15:59 main:581] : INFO : Epoch 1903 | loss: 0.0310842 | val_loss: 0.031129 | Time: 3435.42 ms
[2022-04-19 21:16:03 main:581] : INFO : Epoch 1904 | loss: 0.0310826 | val_loss: 0.0311239 | Time: 3446.93 ms
[2022-04-19 21:16:06 main:581] : INFO : Epoch 1905 | loss: 0.0310799 | val_loss: 0.0311245 | Time: 3450.25 ms
[2022-04-19 21:16:09 main:581] : INFO : Epoch 1906 | loss: 0.0310799 | val_loss: 0.0311242 | Time: 3438.27 ms
[2022-04-19 21:16:13 main:581] : INFO : Epoch 1907 | loss: 0.0310807 | val_loss: 0.0311268 | Time: 3442.2 ms
[2022-04-19 21:16:16 main:581] : INFO : Epoch 1908 | loss: 0.0310816 | val_loss: 0.0311293 | Time: 3435.72 ms
[2022-04-19 21:16:20 main:581] : INFO : Epoch 1909 | loss: 0.0310829 | val_loss: 0.0311253 | Time: 3437.84 ms
[2022-04-19 21:16:23 main:581] : INFO : Epoch 1910 | loss: 0.0310845 | val_loss: 0.0311354 | Time: 3435.08 ms
[2022-04-19 21:16:27 main:581] : INFO : Epoch 1911 | loss: 0.0310892 | val_loss: 0.0311279 | Time: 3452.16 ms
[2022-04-19 21:16:30 main:581] : INFO : Epoch 1912 | loss: 0.0310848 | val_loss: 0.0311348 | Time: 3456.24 ms
[2022-04-19 21:16:34 main:581] : INFO : Epoch 1913 | loss: 0.0311284 | val_loss: 0.031158 | Time: 3439.54 ms
[2022-04-19 21:16:37 main:581] : INFO : Epoch 1914 | loss: 0.0311465 | val_loss: 0.0311625 | Time: 3447.33 ms
[2022-04-19 21:16:40 main:581] : INFO : Epoch 1915 | loss: 0.0311461 | val_loss: 0.0311543 | Time: 3438.16 ms
[2022-04-19 21:16:44 main:581] : INFO : Epoch 1916 | loss: 0.0311431 | val_loss: 0.0311552 | Time: 3444.07 ms
[2022-04-19 21:16:47 main:581] : INFO : Epoch 1917 | loss: 0.0311406 | val_loss: 0.0311483 | Time: 3437.14 ms
[2022-04-19 21:16:51 main:581] : INFO : Epoch 1918 | loss: 0.0311355 | val_loss: 0.0311468 | Time: 3442.92 ms
[2022-04-19 21:16:54 main:581] : INFO : Epoch 1919 | loss: 0.0311334 | val_loss: 0.0311433 | Time: 3444.16 ms
[2022-04-19 21:16:58 main:581] : INFO : Epoch 1920 | loss: 0.0311309 | val_loss: 0.031141 | Time: 3438.36 ms
[2022-04-19 21:17:01 main:581] : INFO : Epoch 1921 | loss: 0.0311273 | val_loss: 0.0311397 | Time: 3434.44 ms
[2022-04-19 21:17:05 main:581] : INFO : Epoch 1922 | loss: 0.031125 | val_loss: 0.0311375 | Time: 3435.3 ms
[2022-04-19 21:17:08 main:581] : INFO : Epoch 1923 | loss: 0.031128 | val_loss: 0.0311422 | Time: 3450.99 ms
[2022-04-19 21:17:11 main:581] : INFO : Epoch 1924 | loss: 0.0311247 | val_loss: 0.031134 | Time: 3441.11 ms
[2022-04-19 21:17:15 main:581] : INFO : Epoch 1925 | loss: 0.0311197 | val_loss: 0.0311333 | Time: 3440.83 ms
[2022-04-19 21:17:18 main:581] : INFO : Epoch 1926 | loss: 0.0311154 | val_loss: 0.0311294 | Time: 3450.84 ms
[2022-04-19 21:17:22 main:581] : INFO : Epoch 1927 | loss: 0.031116 | val_loss: 0.0311267 | Time: 3435.66 ms
[2022-04-19 21:17:25 main:581] : INFO : Epoch 1928 | loss: 0.031112 | val_loss: 0.0311266 | Time: 3443.2 ms
[2022-04-19 21:17:29 main:581] : INFO : Epoch 1929 | loss: 0.031109 | val_loss: 0.0311235 | Time: 3438.87 ms
[2022-04-19 21:17:32 main:581] : INFO : Epoch 1930 | loss: 0.0311111 | val_loss: 0.0311229 | Time: 3438.98 ms
[2022-04-19 21:17:36 main:581] : INFO : Epoch 1931 | loss: 0.0311116 | val_loss: 0.0311245 | Time: 3434.05 ms
[2022-04-19 21:17:39 main:581] : INFO : Epoch 1932 | loss: 0.0311103 | val_loss: 0.0311231 | Time: 3436.18 ms
[2022-04-19 21:17:42 main:581] : INFO : Epoch 1933 | loss: 0.031108 | val_loss: 0.0311256 | Time: 3453.69 ms
[2022-04-19 21:17:46 main:581] : INFO : Epoch 1934 | loss: 0.0311061 | val_loss: 0.0311249 | Time: 3450.69 ms
[2022-04-19 21:17:49 main:581] : INFO : Epoch 1935 | loss: 0.0311075 | val_loss: 0.0311246 | Time: 3437.85 ms
[2022-04-19 21:17:53 main:581] : INFO : Epoch 1936 | loss: 0.0311043 | val_loss: 0.0311295 | Time: 3444.15 ms
[2022-04-19 21:17:56 main:581] : INFO : Epoch 1937 | loss: 0.0311032 | val_loss: 0.0311287 | Time: 3450.6 ms
[2022-04-19 21:18:00 main:581] : INFO : Epoch 1938 | loss: 0.0311011 | val_loss: 0.0311282 | Time: 3435.18 ms
[2022-04-19 21:18:03 main:581] : INFO : Epoch 1939 | loss: 0.0310998 | val_loss: 0.0311249 | Time: 3439.89 ms
[2022-04-19 21:18:07 main:581] : INFO : Epoch 1940 | loss: 0.0310996 | val_loss: 0.0311272 | Time: 3444.8 ms
[2022-04-19 21:18:10 main:581] : INFO : Epoch 1941 | loss: 0.0310988 | val_loss: 0.0311329 | Time: 3437.51 ms
[2022-04-19 21:18:13 main:581] : INFO : Epoch 1942 | loss: 0.0310973 | val_loss: 0.0311329 | Time: 3438.3 ms
[2022-04-19 21:18:17 main:581] : INFO : Epoch 1943 | loss: 0.0310983 | val_loss: 0.0311333 | Time: 3439.72 ms
[2022-04-19 21:18:20 main:581] : INFO : Epoch 1944 | loss: 0.0310968 | val_loss: 0.031133 | Time: 3441.79 ms
[2022-04-19 21:18:24 main:581] : INFO : Epoch 1945 | loss: 0.0310967 | val_loss: 0.0311337 | Time: 3437.12 ms
[2022-04-19 21:18:27 main:581] : INFO : Epoch 1946 | loss: 0.0310947 | val_loss: 0.0311288 | Time: 3449.34 ms
[2022-04-19 21:18:31 main:581] : INFO : Epoch 1947 | loss: 0.0310988 | val_loss: 0.0311283 | Time: 3445.1 ms
[2022-04-19 21:18:34 main:581] : INFO : Epoch 1948 | loss: 0.031099 | val_loss: 0.0311268 | Time: 3430.16 ms
[2022-04-19 21:18:37 main:581] : INFO : Epoch 1949 | loss: 0.0311054 | val_loss: 0.0311269 | Time: 3438.29 ms
[2022-04-19 21:18:41 main:581] : INFO : Epoch 1950 | loss: 0.0311017 | val_loss: 0.0311325 | Time: 3441.41 ms
[2022-04-19 21:18:44 main:581] : INFO : Epoch 1951 | loss: 0.0310996 | val_loss: 0.031132 | Time: 3449.42 ms
[2022-04-19 21:18:48 main:581] : INFO : Epoch 1952 | loss: 0.0310975 | val_loss: 0.0311294 | Time: 3430.15 ms
[2022-04-19 21:18:51 main:581] : INFO : Epoch 1953 | loss: 0.0310983 | val_loss: 0.0311331 | Time: 3454.04 ms
[2022-04-19 21:18:55 main:581] : INFO : Epoch 1954 | loss: 0.0310992 | val_loss: 0.031131 | Time: 3454.51 ms
[2022-04-19 21:18:58 main:581] : INFO : Epoch 1955 | loss: 0.0310952 | val_loss: 0.0311326 | Time: 3431.44 ms
[2022-04-19 21:19:02 main:581] : INFO : Epoch 1956 | loss: 0.031094 | val_loss: 0.0311317 | Time: 3438.32 ms
[2022-04-19 21:19:05 main:581] : INFO : Epoch 1957 | loss: 0.0310931 | val_loss: 0.0311296 | Time: 3435.85 ms
[2022-04-19 21:19:08 main:581] : INFO : Epoch 1958 | loss: 0.0310935 | val_loss: 0.0311338 | Time: 3445.19 ms
[2022-04-19 21:19:12 main:581] : INFO : Epoch 1959 | loss: 0.0310955 | val_loss: 0.0311287 | Time: 3436.47 ms
[2022-04-19 21:19:15 main:581] : INFO : Epoch 1960 | loss: 0.0310987 | val_loss: 0.0311357 | Time: 3437.99 ms
[2022-04-19 21:19:19 main:581] : INFO : Epoch 1961 | loss: 0.0310997 | val_loss: 0.0311245 | Time: 3453.43 ms
[2022-04-19 21:19:22 main:581] : INFO : Epoch 1962 | loss: 0.0311007 | val_loss: 0.031123 | Time: 3433.34 ms
[2022-04-19 21:19:26 main:581] : INFO : Epoch 1963 | loss: 0.0310987 | val_loss: 0.0311257 | Time: 3439.97 ms
[2022-04-19 21:19:29 main:581] : INFO : Epoch 1964 | loss: 0.0310962 | val_loss: 0.0311292 | Time: 3441.99 ms
[2022-04-19 21:19:33 main:581] : INFO : Epoch 1965 | loss: 0.0310956 | val_loss: 0.0311331 | Time: 3444.57 ms
[2022-04-19 21:19:36 main:581] : INFO : Epoch 1966 | loss: 0.0310983 | val_loss: 0.0311357 | Time: 3435.44 ms
[2022-04-19 21:19:39 main:581] : INFO : Epoch 1967 | loss: 0.031098 | val_loss: 0.0311335 | Time: 3451.38 ms
[2022-04-19 21:19:43 main:581] : INFO : Epoch 1968 | loss: 0.0310988 | val_loss: 0.0311379 | Time: 3447.15 ms
[2022-04-19 21:19:46 main:581] : INFO : Epoch 1969 | loss: 0.0311096 | val_loss: 0.0311319 | Time: 3433.73 ms
[2022-04-19 21:19:50 main:581] : INFO : Epoch 1970 | loss: 0.0311041 | val_loss: 0.0311304 | Time: 3440.73 ms
[2022-04-19 21:19:53 main:581] : INFO : Epoch 1971 | loss: 0.03111 | val_loss: 0.0311368 | Time: 3436.72 ms
[2022-04-19 21:19:57 main:581] : INFO : Epoch 1972 | loss: 0.031121 | val_loss: 0.0311481 | Time: 3441.33 ms
[2022-04-19 21:20:00 main:581] : INFO : Epoch 1973 | loss: 0.0311193 | val_loss: 0.0311447 | Time: 3430.14 ms
[2022-04-19 21:20:04 main:581] : INFO : Epoch 1974 | loss: 0.0311167 | val_loss: 0.0311402 | Time: 3454.77 ms
[2022-04-19 21:20:07 main:581] : INFO : Epoch 1975 | loss: 0.0311103 | val_loss: 0.031137 | Time: 3457.18 ms
[2022-04-19 21:20:10 main:581] : INFO : Epoch 1976 | loss: 0.0311059 | val_loss: 0.0311345 | Time: 3443.48 ms
[2022-04-19 21:20:14 main:581] : INFO : Epoch 1977 | loss: 0.0311058 | val_loss: 0.0311349 | Time: 3439.27 ms
[2022-04-19 21:20:17 main:581] : INFO : Epoch 1978 | loss: 0.0311041 | val_loss: 0.0311328 | Time: 3439.01 ms
[2022-04-19 21:20:21 main:581] : INFO : Epoch 1979 | loss: 0.0311038 | val_loss: 0.0311315 | Time: 3449.35 ms
[2022-04-19 21:20:24 main:581] : INFO : Epoch 1980 | loss: 0.031101 | val_loss: 0.0311312 | Time: 3439.57 ms
[2022-04-19 21:20:28 main:581] : INFO : Epoch 1981 | loss: 0.0311026 | val_loss: 0.0311455 | Time: 3438.99 ms
[2022-04-19 21:20:31 main:581] : INFO : Epoch 1982 | loss: 0.0311004 | val_loss: 0.0311365 | Time: 3450.96 ms
[2022-04-19 21:20:35 main:581] : INFO : Epoch 1983 | loss: 0.0311005 | val_loss: 0.0311358 | Time: 3436.99 ms
[2022-04-19 21:20:38 main:581] : INFO : Epoch 1984 | loss: 0.0311001 | val_loss: 0.031137 | Time: 3440.82 ms
[2022-04-19 21:20:41 main:581] : INFO : Epoch 1985 | loss: 0.0310975 | val_loss: 0.0311335 | Time: 3438.24 ms
[2022-04-19 21:20:45 main:581] : INFO : Epoch 1986 | loss: 0.0310961 | val_loss: 0.031135 | Time: 3438.57 ms
[2022-04-19 21:20:48 main:581] : INFO : Epoch 1987 | loss: 0.0310981 | val_loss: 0.0311346 | Time: 3437.76 ms
[2022-04-19 21:20:52 main:581] : INFO : Epoch 1988 | loss: 0.0310981 | val_loss: 0.0311318 | Time: 3446.08 ms
[2022-04-19 21:20:55 main:581] : INFO : Epoch 1989 | loss: 0.0310952 | val_loss: 0.0311342 | Time: 3455.67 ms
[2022-04-19 21:20:59 main:581] : INFO : Epoch 1990 | loss: 0.0310953 | val_loss: 0.0311381 | Time: 3438.46 ms
[2022-04-19 21:21:02 main:581] : INFO : Epoch 1991 | loss: 0.0310973 | val_loss: 0.0311349 | Time: 3445.46 ms
[2022-04-19 21:21:06 main:581] : INFO : Epoch 1992 | loss: 0.0310956 | val_loss: 0.0311363 | Time: 3444.65 ms
[2022-04-19 21:21:09 main:581] : INFO : Epoch 1993 | loss: 0.0310948 | val_loss: 0.0311349 | Time: 3445.35 ms
[2022-04-19 21:21:12 main:581] : INFO : Epoch 1994 | loss: 0.0310919 | val_loss: 0.0311331 | Time: 3440.64 ms
[2022-04-19 21:21:16 main:581] : INFO : Epoch 1995 | loss: 0.0310919 | val_loss: 0.0311342 | Time: 3448.1 ms
[2022-04-19 21:21:19 main:581] : INFO : Epoch 1996 | loss: 0.0310918 | val_loss: 0.0311354 | Time: 3453.84 ms
[2022-04-19 21:21:23 main:581] : INFO : Epoch 1997 | loss: 0.0310917 | val_loss: 0.0311343 | Time: 3440.49 ms
[2022-04-19 21:21:26 main:581] : INFO : Epoch 1998 | loss: 0.0310909 | val_loss: 0.0311346 | Time: 3439.49 ms
[2022-04-19 21:21:30 main:581] : INFO : Epoch 1999 | loss: 0.031091 | val_loss: 0.0311346 | Time: 3439.12 ms
[2022-04-19 21:21:33 main:581] : INFO : Epoch 2000 | loss: 0.0310913 | val_loss: 0.0311313 | Time: 3451.67 ms
[2022-04-19 21:21:37 main:581] : INFO : Epoch 2001 | loss: 0.0310893 | val_loss: 0.0311382 | Time: 3439.01 ms
[2022-04-19 21:21:40 main:581] : INFO : Epoch 2002 | loss: 0.0310904 | val_loss: 0.0311331 | Time: 3442.36 ms
[2022-04-19 21:21:43 main:581] : INFO : Epoch 2003 | loss: 0.0310901 | val_loss: 0.0311327 | Time: 3451.99 ms
[2022-04-19 21:21:47 main:581] : INFO : Epoch 2004 | loss: 0.031091 | val_loss: 0.0311279 | Time: 3437.07 ms
[2022-04-19 21:21:50 main:581] : INFO : Epoch 2005 | loss: 0.0310912 | val_loss: 0.0311316 | Time: 3444.31 ms
[2022-04-19 21:21:54 main:581] : INFO : Epoch 2006 | loss: 0.0310943 | val_loss: 0.031135 | Time: 3443.22 ms
[2022-04-19 21:21:57 main:581] : INFO : Epoch 2007 | loss: 0.0310941 | val_loss: 0.0311304 | Time: 3447.44 ms
[2022-04-19 21:22:01 main:581] : INFO : Epoch 2008 | loss: 0.031093 | val_loss: 0.0311309 | Time: 3437.66 ms
[2022-04-19 21:22:04 main:581] : INFO : Epoch 2009 | loss: 0.0310906 | val_loss: 0.0311281 | Time: 3449.03 ms
[2022-04-19 21:22:08 main:581] : INFO : Epoch 2010 | loss: 0.0310907 | val_loss: 0.0311336 | Time: 3448.49 ms
[2022-04-19 21:22:11 main:581] : INFO : Epoch 2011 | loss: 0.0310926 | val_loss: 0.031134 | Time: 3430.21 ms
[2022-04-19 21:22:14 main:581] : INFO : Epoch 2012 | loss: 0.031094 | val_loss: 0.0311296 | Time: 3443.6 ms
[2022-04-19 21:22:18 main:581] : INFO : Epoch 2013 | loss: 0.031093 | val_loss: 0.0311367 | Time: 3435.93 ms
[2022-04-19 21:22:21 main:581] : INFO : Epoch 2014 | loss: 0.0310926 | val_loss: 0.031133 | Time: 3444.37 ms
[2022-04-19 21:22:25 main:581] : INFO : Epoch 2015 | loss: 0.0310925 | val_loss: 0.0311331 | Time: 3442.99 ms
[2022-04-19 21:22:28 main:581] : INFO : Epoch 2016 | loss: 0.0310976 | val_loss: 0.0311349 | Time: 3444.1 ms
[2022-04-19 21:22:32 main:581] : INFO : Epoch 2017 | loss: 0.0310948 | val_loss: 0.0311389 | Time: 3451.46 ms
[2022-04-19 21:22:35 main:581] : INFO : Epoch 2018 | loss: 0.0310957 | val_loss: 0.0311446 | Time: 3443.9 ms
[2022-04-19 21:22:38 main:581] : INFO : Epoch 2019 | loss: 0.031093 | val_loss: 0.0311376 | Time: 3440.78 ms
[2022-04-19 21:22:42 main:581] : INFO : Epoch 2020 | loss: 0.0310901 | val_loss: 0.031134 | Time: 3443.27 ms
[2022-04-19 21:22:45 main:581] : INFO : Epoch 2021 | loss: 0.0310886 | val_loss: 0.0311364 | Time: 3447.25 ms
[2022-04-19 21:22:49 main:581] : INFO : Epoch 2022 | loss: 0.0310869 | val_loss: 0.0311367 | Time: 3440.04 ms
[2022-04-19 21:22:52 main:581] : INFO : Epoch 2023 | loss: 0.0310978 | val_loss: 0.0311334 | Time: 3444.27 ms
[2022-04-19 21:22:56 main:581] : INFO : Epoch 2024 | loss: 0.0310921 | val_loss: 0.0311388 | Time: 3448.39 ms
[2022-04-19 21:22:59 main:581] : INFO : Epoch 2025 | loss: 0.0310889 | val_loss: 0.031134 | Time: 3436.91 ms
[2022-04-19 21:23:03 main:581] : INFO : Epoch 2026 | loss: 0.0310963 | val_loss: 0.0311273 | Time: 3442.7 ms
[2022-04-19 21:23:06 main:581] : INFO : Epoch 2027 | loss: 0.0310955 | val_loss: 0.0311274 | Time: 3438.14 ms
[2022-04-19 21:23:09 main:581] : INFO : Epoch 2028 | loss: 0.0310928 | val_loss: 0.0311393 | Time: 3445.72 ms
[2022-04-19 21:23:13 main:581] : INFO : Epoch 2029 | loss: 0.0310899 | val_loss: 0.0311295 | Time: 3424.13 ms
[2022-04-19 21:23:16 main:581] : INFO : Epoch 2030 | loss: 0.0310917 | val_loss: 0.0311332 | Time: 3439.7 ms
[2022-04-19 21:23:20 main:581] : INFO : Epoch 2031 | loss: 0.0310964 | val_loss: 0.0311323 | Time: 3445.83 ms
[2022-04-19 21:23:23 main:581] : INFO : Epoch 2032 | loss: 0.0310967 | val_loss: 0.0311315 | Time: 3431.03 ms
[2022-04-19 21:23:27 main:581] : INFO : Epoch 2033 | loss: 0.0310976 | val_loss: 0.0311299 | Time: 3444.05 ms
[2022-04-19 21:23:30 main:581] : INFO : Epoch 2034 | loss: 0.0310944 | val_loss: 0.0311367 | Time: 3436.71 ms
[2022-04-19 21:23:34 main:581] : INFO : Epoch 2035 | loss: 0.0310955 | val_loss: 0.0311298 | Time: 3441.25 ms
[2022-04-19 21:23:37 main:581] : INFO : Epoch 2036 | loss: 0.0310989 | val_loss: 0.0311304 | Time: 3436.48 ms
[2022-04-19 21:23:40 main:581] : INFO : Epoch 2037 | loss: 0.0310996 | val_loss: 0.0311316 | Time: 3448.07 ms
[2022-04-19 21:23:44 main:581] : INFO : Epoch 2038 | loss: 0.031095 | val_loss: 0.0311271 | Time: 3449.58 ms
[2022-04-19 21:23:47 main:581] : INFO : Epoch 2039 | loss: 0.0310952 | val_loss: 0.0311329 | Time: 3436.1 ms
[2022-04-19 21:23:51 main:581] : INFO : Epoch 2040 | loss: 0.0310928 | val_loss: 0.0311288 | Time: 3440.37 ms
[2022-04-19 21:23:54 main:581] : INFO : Epoch 2041 | loss: 0.0310905 | val_loss: 0.0311267 | Time: 3436.7 ms
[2022-04-19 21:23:58 main:581] : INFO : Epoch 2042 | loss: 0.0310888 | val_loss: 0.0311272 | Time: 3452.77 ms
[2022-04-19 21:24:01 main:581] : INFO : Epoch 2043 | loss: 0.031087 | val_loss: 0.0311288 | Time: 3437.12 ms
[2022-04-19 21:24:05 main:581] : INFO : Epoch 2044 | loss: 0.0310894 | val_loss: 0.0311291 | Time: 3449.41 ms
[2022-04-19 21:24:08 main:581] : INFO : Epoch 2045 | loss: 0.0310941 | val_loss: 0.0311294 | Time: 3454.23 ms
[2022-04-19 21:24:11 main:581] : INFO : Epoch 2046 | loss: 0.0311007 | val_loss: 0.0311262 | Time: 3441.24 ms
[2022-04-19 21:24:15 main:581] : INFO : Epoch 2047 | loss: 0.0310977 | val_loss: 0.0311288 | Time: 3437.15 ms
[2022-04-19 21:24:18 main:581] : INFO : Epoch 2048 | loss: 0.0310928 | val_loss: 0.0311273 | Time: 3438.23 ms
[2022-04-19 21:24:18 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311273
[2022-04-19 21:24:18 main:610] : INFO : Saving end state to config to file
[2022-04-19 21:24:18 main:615] : INFO : Success, exiting..
21:24:18 (26000): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)