Task 11101876
| Name | ParityModified-1639946362-11788-3-0_0 |
| Workunit | 8384558 |
| Created | 27 Jan 2022, 5:37:14 UTC |
| Sent | 14 Feb 2022, 5:51:37 UTC |
| Report deadline | 22 Feb 2022, 5:51:37 UTC |
| Received | 18 Feb 2022, 5:20:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18832 |
| Run time | 40 min 36 sec |
| CPU time | 40 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,567.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031094 | val_loss: 0.0311378 | Time: 1162.91 ms
[2022-02-18 13:09:39 main:574] : INFO : Epoch 1543 | loss: 0.0310972 | val_loss: 0.0311365 | Time: 1170.29 ms
[2022-02-18 13:09:40 main:574] : INFO : Epoch 1544 | loss: 0.0310926 | val_loss: 0.0311335 | Time: 1169.55 ms
[2022-02-18 13:09:41 main:574] : INFO : Epoch 1545 | loss: 0.0310923 | val_loss: 0.0311312 | Time: 1164.85 ms
[2022-02-18 13:09:42 main:574] : INFO : Epoch 1546 | loss: 0.0310919 | val_loss: 0.0311339 | Time: 1164.01 ms
[2022-02-18 13:09:43 main:574] : INFO : Epoch 1547 | loss: 0.0310938 | val_loss: 0.0311299 | Time: 1164.08 ms
[2022-02-18 13:09:45 main:574] : INFO : Epoch 1548 | loss: 0.0310934 | val_loss: 0.0311301 | Time: 1165.44 ms
[2022-02-18 13:09:46 main:574] : INFO : Epoch 1549 | loss: 0.0310941 | val_loss: 0.0311471 | Time: 1211 ms
[2022-02-18 13:09:47 main:574] : INFO : Epoch 1550 | loss: 0.0310961 | val_loss: 0.0311347 | Time: 1167.33 ms
[2022-02-18 13:09:48 main:574] : INFO : Epoch 1551 | loss: 0.0310947 | val_loss: 0.0311285 | Time: 1160.2 ms
[2022-02-18 13:09:49 main:574] : INFO : Epoch 1552 | loss: 0.0310933 | val_loss: 0.0311291 | Time: 1165.82 ms
[2022-02-18 13:09:50 main:574] : INFO : Epoch 1553 | loss: 0.0310923 | val_loss: 0.0311299 | Time: 1166.08 ms
[2022-02-18 13:09:52 main:574] : INFO : Epoch 1554 | loss: 0.0310905 | val_loss: 0.0311366 | Time: 1164.44 ms
[2022-02-18 13:09:53 main:574] : INFO : Epoch 1555 | loss: 0.0310926 | val_loss: 0.0311366 | Time: 1165.24 ms
[2022-02-18 13:09:54 main:574] : INFO : Epoch 1556 | loss: 0.031093 | val_loss: 0.0311385 | Time: 1167.99 ms
[2022-02-18 13:09:55 main:574] : INFO : Epoch 1557 | loss: 0.0310903 | val_loss: 0.0311406 | Time: 1197.73 ms
[2022-02-18 13:09:56 main:574] : INFO : Epoch 1558 | loss: 0.0310901 | val_loss: 0.0311291 | Time: 1217.67 ms
[2022-02-18 13:09:58 main:574] : INFO : Epoch 1559 | loss: 0.0310903 | val_loss: 0.0311312 | Time: 1173.12 ms
[2022-02-18 13:09:59 main:574] : INFO : Epoch 1560 | loss: 0.03109 | val_loss: 0.0311354 | Time: 1173.44 ms
[2022-02-18 13:10:00 main:574] : INFO : Epoch 1561 | loss: 0.0310898 | val_loss: 0.0311336 | Time: 1173.57 ms
[2022-02-18 13:10:01 main:574] : INFO : Epoch 1562 | loss: 0.0310932 | val_loss: 0.0311269 | Time: 1174.48 ms
[2022-02-18 13:10:02 main:574] : INFO : Epoch 1563 | loss: 0.0310986 | val_loss: 0.0311341 | Time: 1169.86 ms
[2022-02-18 13:10:03 main:574] : INFO : Epoch 1564 | loss: 0.0310956 | val_loss: 0.0311274 | Time: 1167.54 ms
[2022-02-18 13:10:05 main:574] : INFO : Epoch 1565 | loss: 0.0310981 | val_loss: 0.0311329 | Time: 1173.73 ms
[2022-02-18 13:10:06 main:574] : INFO : Epoch 1566 | loss: 0.0311024 | val_loss: 0.031131 | Time: 1238.82 ms
[2022-02-18 13:10:07 main:574] : INFO : Epoch 1567 | loss: 0.0310995 | val_loss: 0.03113 | Time: 1166.19 ms
[2022-02-18 13:10:08 main:574] : INFO : Epoch 1568 | loss: 0.031099 | val_loss: 0.031128 | Time: 1182.8 ms
[2022-02-18 13:10:09 main:574] : INFO : Epoch 1569 | loss: 0.0311042 | val_loss: 0.0311267 | Time: 1169.09 ms
[2022-02-18 13:10:11 main:574] : INFO : Epoch 1570 | loss: 0.0311015 | val_loss: 0.0311261 | Time: 1169.11 ms
[2022-02-18 13:10:12 main:574] : INFO : Epoch 1571 | loss: 0.0310985 | val_loss: 0.0311309 | Time: 1169.57 ms
[2022-02-18 13:10:13 main:574] : INFO : Epoch 1572 | loss: 0.0310971 | val_loss: 0.031127 | Time: 1168.62 ms
[2022-02-18 13:10:14 main:574] : INFO : Epoch 1573 | loss: 0.0310962 | val_loss: 0.0311306 | Time: 1168.99 ms
[2022-02-18 13:10:15 main:574] : INFO : Epoch 1574 | loss: 0.0310971 | val_loss: 0.0311332 | Time: 1191.01 ms
[2022-02-18 13:10:16 main:574] : INFO : Epoch 1575 | loss: 0.0310962 | val_loss: 0.0311309 | Time: 1209.85 ms
[2022-02-18 13:10:18 main:574] : INFO : Epoch 1576 | loss: 0.031094 | val_loss: 0.0311273 | Time: 1168.3 ms
[2022-02-18 13:10:19 main:574] : INFO : Epoch 1577 | loss: 0.031093 | val_loss: 0.0311276 | Time: 1237.07 ms
[2022-02-18 13:10:20 main:574] : INFO : Epoch 1578 | loss: 0.0310906 | val_loss: 0.0311306 | Time: 1250.09 ms
[2022-02-18 13:10:21 main:574] : INFO : Epoch 1579 | loss: 0.0310899 | val_loss: 0.0311313 | Time: 1263.34 ms
[2022-02-18 13:10:23 main:574] : INFO : Epoch 1580 | loss: 0.0310893 | val_loss: 0.0311287 | Time: 1250.7 ms
[2022-02-18 13:10:24 main:574] : INFO : Epoch 1581 | loss: 0.0310927 | val_loss: 0.0311316 | Time: 1252.97 ms
[2022-02-18 13:10:25 main:574] : INFO : Epoch 1582 | loss: 0.0310922 | val_loss: 0.0311301 | Time: 1260.52 ms
[2022-02-18 13:10:26 main:574] : INFO : Epoch 1583 | loss: 0.0310905 | val_loss: 0.0311306 | Time: 1218.09 ms
[2022-02-18 13:10:28 main:574] : INFO : Epoch 1584 | loss: 0.0310921 | val_loss: 0.031126 | Time: 1169.36 ms
[2022-02-18 13:10:29 main:574] : INFO : Epoch 1585 | loss: 0.0310911 | val_loss: 0.031132 | Time: 1171.74 ms
[2022-02-18 13:10:30 main:574] : INFO : Epoch 1586 | loss: 0.0310928 | val_loss: 0.0311312 | Time: 1166.6 ms
[2022-02-18 13:10:31 main:574] : INFO : Epoch 1587 | loss: 0.0310941 | val_loss: 0.0311286 | Time: 1167.21 ms
[2022-02-18 13:10:32 main:574] : INFO : Epoch 1588 | loss: 0.0310935 | val_loss: 0.0311275 | Time: 1167.81 ms
[2022-02-18 13:10:33 main:574] : INFO : Epoch 1589 | loss: 0.0310914 | val_loss: 0.0311314 | Time: 1164.87 ms
[2022-02-18 13:10:35 main:574] : INFO : Epoch 1590 | loss: 0.0310947 | val_loss: 0.0311294 | Time: 1169.55 ms
[2022-02-18 13:10:36 main:574] : INFO : Epoch 1591 | loss: 0.0310934 | val_loss: 0.0311297 | Time: 1232.8 ms
[2022-02-18 13:10:37 main:574] : INFO : Epoch 1592 | loss: 0.0310936 | val_loss: 0.0311273 | Time: 1174.07 ms
[2022-02-18 13:10:38 main:574] : INFO : Epoch 1593 | loss: 0.0310935 | val_loss: 0.0311307 | Time: 1172.41 ms
[2022-02-18 13:10:39 main:574] : INFO : Epoch 1594 | loss: 0.0310926 | val_loss: 0.0311353 | Time: 1167.53 ms
[2022-02-18 13:10:40 main:574] : INFO : Epoch 1595 | loss: 0.0310919 | val_loss: 0.0311308 | Time: 1168.43 ms
[2022-02-18 13:10:42 main:574] : INFO : Epoch 1596 | loss: 0.0310893 | val_loss: 0.0311281 | Time: 1165.21 ms
[2022-02-18 13:10:43 main:574] : INFO : Epoch 1597 | loss: 0.0310895 | val_loss: 0.031137 | Time: 1168.28 ms
[2022-02-18 13:10:44 main:574] : INFO : Epoch 1598 | loss: 0.0310898 | val_loss: 0.0311367 | Time: 1167.23 ms
[2022-02-18 13:10:45 main:574] : INFO : Epoch 1599 | loss: 0.0310887 | val_loss: 0.0311303 | Time: 1194.74 ms
[2022-02-18 13:10:46 main:574] : INFO : Epoch 1600 | loss: 0.0310882 | val_loss: 0.0311339 | Time: 1209.8 ms
[2022-02-18 13:10:48 main:574] : INFO : Epoch 1601 | loss: 0.0310891 | val_loss: 0.0311266 | Time: 1163.68 ms
[2022-02-18 13:10:49 main:574] : INFO : Epoch 1602 | loss: 0.0310929 | val_loss: 0.0311317 | Time: 1167.05 ms
[2022-02-18 13:10:50 main:574] : INFO : Epoch 1603 | loss: 0.0310907 | val_loss: 0.0311293 | Time: 1166.58 ms
[2022-02-18 13:10:51 main:574] : INFO : Epoch 1604 | loss: 0.0310892 | val_loss: 0.0311311 | Time: 1165.26 ms
[2022-02-18 13:10:52 main:574] : INFO : Epoch 1605 | loss: 0.03109 | val_loss: 0.031131 | Time: 1166.23 ms
[2022-02-18 13:10:53 main:574] : INFO : Epoch 1606 | loss: 0.0310886 | val_loss: 0.0311313 | Time: 1163.19 ms
[2022-02-18 13:10:55 main:574] : INFO : Epoch 1607 | loss: 0.0310882 | val_loss: 0.031132 | Time: 1165.75 ms
[2022-02-18 13:10:56 main:574] : INFO : Epoch 1608 | loss: 0.0310878 | val_loss: 0.0311383 | Time: 1228.69 ms
[2022-02-18 13:10:57 main:574] : INFO : Epoch 1609 | loss: 0.0310987 | val_loss: 0.0311334 | Time: 1182.14 ms
[2022-02-18 13:10:58 main:574] : INFO : Epoch 1610 | loss: 0.03111 | val_loss: 0.031137 | Time: 1166.34 ms
[2022-02-18 13:10:59 main:574] : INFO : Epoch 1611 | loss: 0.0311067 | val_loss: 0.0311346 | Time: 1171.02 ms
[2022-02-18 13:11:00 main:574] : INFO : Epoch 1612 | loss: 0.0311066 | val_loss: 0.03114 | Time: 1169.8 ms
[2022-02-18 13:11:02 main:574] : INFO : Epoch 1613 | loss: 0.0311056 | val_loss: 0.0311323 | Time: 1167.22 ms
[2022-02-18 13:11:03 main:574] : INFO : Epoch 1614 | loss: 0.0311083 | val_loss: 0.0311353 | Time: 1165.58 ms
[2022-02-18 13:11:04 main:574] : INFO : Epoch 1615 | loss: 0.0311064 | val_loss: 0.0311347 | Time: 1165.8 ms
[2022-02-18 13:11:05 main:574] : INFO : Epoch 1616 | loss: 0.0311137 | val_loss: 0.0311336 | Time: 1190.8 ms
[2022-02-18 13:11:06 main:574] : INFO : Epoch 1617 | loss: 0.0311096 | val_loss: 0.0311324 | Time: 1218.98 ms
[2022-02-18 13:11:08 main:574] : INFO : Epoch 1618 | loss: 0.0311074 | val_loss: 0.031132 | Time: 1165.79 ms
[2022-02-18 13:11:09 main:574] : INFO : Epoch 1619 | loss: 0.0311045 | val_loss: 0.0311353 | Time: 1166.68 ms
[2022-02-18 13:11:10 main:574] : INFO : Epoch 1620 | loss: 0.0311047 | val_loss: 0.0311311 | Time: 1167.74 ms
[2022-02-18 13:11:11 main:574] : INFO : Epoch 1621 | loss: 0.0311023 | val_loss: 0.031135 | Time: 1166.58 ms
[2022-02-18 13:11:12 main:574] : INFO : Epoch 1622 | loss: 0.0311008 | val_loss: 0.0311317 | Time: 1170.48 ms
[2022-02-18 13:11:13 main:574] : INFO : Epoch 1623 | loss: 0.0311005 | val_loss: 0.0311311 | Time: 1169.85 ms
[2022-02-18 13:11:15 main:574] : INFO : Epoch 1624 | loss: 0.0311014 | val_loss: 0.0311327 | Time: 1171.04 ms
[2022-02-18 13:11:16 main:574] : INFO : Epoch 1625 | loss: 0.031102 | val_loss: 0.0311427 | Time: 1208.28 ms
[2022-02-18 13:11:17 main:574] : INFO : Epoch 1626 | loss: 0.0311033 | val_loss: 0.0311366 | Time: 1182.24 ms
[2022-02-18 13:11:18 main:574] : INFO : Epoch 1627 | loss: 0.0311025 | val_loss: 0.0311299 | Time: 1174.13 ms
[2022-02-18 13:11:19 main:574] : INFO : Epoch 1628 | loss: 0.0311012 | val_loss: 0.0311253 | Time: 1206.56 ms
[2022-02-18 13:11:21 main:574] : INFO : Epoch 1629 | loss: 0.0311008 | val_loss: 0.0311279 | Time: 1237.41 ms
[2022-02-18 13:11:22 main:574] : INFO : Epoch 1630 | loss: 0.0311036 | val_loss: 0.0311336 | Time: 1251.39 ms
[2022-02-18 13:11:23 main:574] : INFO : Epoch 1631 | loss: 0.0311007 | val_loss: 0.0311414 | Time: 1247.49 ms
[2022-02-18 13:11:24 main:574] : INFO : Epoch 1632 | loss: 0.0310994 | val_loss: 0.0311286 | Time: 1233.09 ms
[2022-02-18 13:11:26 main:574] : INFO : Epoch 1633 | loss: 0.0311016 | val_loss: 0.0311339 | Time: 1268.52 ms
[2022-02-18 13:11:27 main:574] : INFO : Epoch 1634 | loss: 0.0311044 | val_loss: 0.0311345 | Time: 1186.73 ms
[2022-02-18 13:11:28 main:574] : INFO : Epoch 1635 | loss: 0.031099 | val_loss: 0.0311362 | Time: 1165.76 ms
[2022-02-18 13:11:29 main:574] : INFO : Epoch 1636 | loss: 0.0311009 | val_loss: 0.0311311 | Time: 1168.67 ms
[2022-02-18 13:11:30 main:574] : INFO : Epoch 1637 | loss: 0.0311004 | val_loss: 0.0311297 | Time: 1168.94 ms
[2022-02-18 13:11:31 main:574] : INFO : Epoch 1638 | loss: 0.0310982 | val_loss: 0.0311286 | Time: 1168.88 ms
[2022-02-18 13:11:33 main:574] : INFO : Epoch 1639 | loss: 0.0311 | val_loss: 0.0311334 | Time: 1171.24 ms
[2022-02-18 13:11:34 main:574] : INFO : Epoch 1640 | loss: 0.0311029 | val_loss: 0.0311278 | Time: 1167.53 ms
[2022-02-18 13:11:35 main:574] : INFO : Epoch 1641 | loss: 0.031099 | val_loss: 0.0311272 | Time: 1173.53 ms
[2022-02-18 13:11:36 main:574] : INFO : Epoch 1642 | loss: 0.0310949 | val_loss: 0.0311318 | Time: 1235.3 ms
[2022-02-18 13:11:37 main:574] : INFO : Epoch 1643 | loss: 0.0310965 | val_loss: 0.0311332 | Time: 1168.48 ms
[2022-02-18 13:11:39 main:574] : INFO : Epoch 1644 | loss: 0.0310978 | val_loss: 0.0311319 | Time: 1172.21 ms
[2022-02-18 13:11:40 main:574] : INFO : Epoch 1645 | loss: 0.0310954 | val_loss: 0.0311282 | Time: 1171.22 ms
[2022-02-18 13:11:41 main:574] : INFO : Epoch 1646 | loss: 0.0310927 | val_loss: 0.0311303 | Time: 1170.78 ms
[2022-02-18 13:11:42 main:574] : INFO : Epoch 1647 | loss: 0.0310948 | val_loss: 0.0311344 | Time: 1171.89 ms
[2022-02-18 13:11:43 main:574] : INFO : Epoch 1648 | loss: 0.0310947 | val_loss: 0.0311333 | Time: 1167.73 ms
[2022-02-18 13:11:44 main:574] : INFO : Epoch 1649 | loss: 0.031095 | val_loss: 0.0311333 | Time: 1165.88 ms
[2022-02-18 13:11:46 main:574] : INFO : Epoch 1650 | loss: 0.0310942 | val_loss: 0.0311337 | Time: 1224.31 ms
[2022-02-18 13:11:47 main:574] : INFO : Epoch 1651 | loss: 0.0310923 | val_loss: 0.0311335 | Time: 1197.47 ms
[2022-02-18 13:11:48 main:574] : INFO : Epoch 1652 | loss: 0.0310929 | val_loss: 0.0311363 | Time: 1168.31 ms
[2022-02-18 13:11:49 main:574] : INFO : Epoch 1653 | loss: 0.0310931 | val_loss: 0.0311302 | Time: 1171.04 ms
[2022-02-18 13:11:50 main:574] : INFO : Epoch 1654 | loss: 0.0310929 | val_loss: 0.0311309 | Time: 1166.27 ms
[2022-02-18 13:11:52 main:574] : INFO : Epoch 1655 | loss: 0.0310929 | val_loss: 0.0311284 | Time: 1167.24 ms
[2022-02-18 13:11:53 main:574] : INFO : Epoch 1656 | loss: 0.0310924 | val_loss: 0.031133 | Time: 1168.05 ms
[2022-02-18 13:11:54 main:574] : INFO : Epoch 1657 | loss: 0.0310904 | val_loss: 0.031135 | Time: 1165.68 ms
[2022-02-18 13:11:55 main:574] : INFO : Epoch 1658 | loss: 0.0310904 | val_loss: 0.0311304 | Time: 1167.15 ms
[2022-02-18 13:11:56 main:574] : INFO : Epoch 1659 | loss: 0.0310913 | val_loss: 0.0311314 | Time: 1203.67 ms
[2022-02-18 13:11:57 main:574] : INFO : Epoch 1660 | loss: 0.0310933 | val_loss: 0.0311281 | Time: 1166.82 ms
[2022-02-18 13:11:59 main:574] : INFO : Epoch 1661 | loss: 0.0310915 | val_loss: 0.0311323 | Time: 1169.03 ms
[2022-02-18 13:12:00 main:574] : INFO : Epoch 1662 | loss: 0.0310922 | val_loss: 0.0311278 | Time: 1170.24 ms
[2022-02-18 13:12:01 main:574] : INFO : Epoch 1663 | loss: 0.0310934 | val_loss: 0.0311345 | Time: 1168.78 ms
[2022-02-18 13:12:02 main:574] : INFO : Epoch 1664 | loss: 0.031096 | val_loss: 0.0311334 | Time: 1172.26 ms
[2022-02-18 13:12:03 main:574] : INFO : Epoch 1665 | loss: 0.0310969 | val_loss: 0.0311362 | Time: 1167.43 ms
[2022-02-18 13:12:04 main:574] : INFO : Epoch 1666 | loss: 0.0310963 | val_loss: 0.031138 | Time: 1167.14 ms
[2022-02-18 13:12:06 main:574] : INFO : Epoch 1667 | loss: 0.0310947 | val_loss: 0.0311313 | Time: 1211.43 ms
[2022-02-18 13:12:07 main:574] : INFO : Epoch 1668 | loss: 0.0310953 | val_loss: 0.0311294 | Time: 1184.27 ms
[2022-02-18 13:12:08 main:574] : INFO : Epoch 1669 | loss: 0.0310945 | val_loss: 0.0311356 | Time: 1167.82 ms
[2022-02-18 13:12:09 main:574] : INFO : Epoch 1670 | loss: 0.031093 | val_loss: 0.0311316 | Time: 1168.34 ms
[2022-02-18 13:12:10 main:574] : INFO : Epoch 1671 | loss: 0.0310933 | val_loss: 0.0311339 | Time: 1168.92 ms
[2022-02-18 13:12:11 main:574] : INFO : Epoch 1672 | loss: 0.0310941 | val_loss: 0.0311337 | Time: 1165.37 ms
[2022-02-18 13:12:13 main:574] : INFO : Epoch 1673 | loss: 0.0310941 | val_loss: 0.0311426 | Time: 1172.53 ms
[2022-02-18 13:12:14 main:574] : INFO : Epoch 1674 | loss: 0.0310957 | val_loss: 0.0311376 | Time: 1166.25 ms
[2022-02-18 13:12:15 main:574] : INFO : Epoch 1675 | loss: 0.0310931 | val_loss: 0.0311365 | Time: 1165.87 ms
[2022-02-18 13:12:16 main:574] : INFO : Epoch 1676 | loss: 0.0310924 | val_loss: 0.0311328 | Time: 1216.16 ms
[2022-02-18 13:12:17 main:574] : INFO : Epoch 1677 | loss: 0.0310911 | val_loss: 0.0311313 | Time: 1168.98 ms
[2022-02-18 13:12:19 main:574] : INFO : Epoch 1678 | loss: 0.0310916 | val_loss: 0.0311411 | Time: 1169.33 ms
[2022-02-18 13:12:20 main:574] : INFO : Epoch 1679 | loss: 0.0310927 | val_loss: 0.0311416 | Time: 1200.41 ms
[2022-02-18 13:12:21 main:574] : INFO : Epoch 1680 | loss: 0.031092 | val_loss: 0.0311296 | Time: 1251.88 ms
[2022-02-18 13:12:22 main:574] : INFO : Epoch 1681 | loss: 0.0310906 | val_loss: 0.0311303 | Time: 1263.23 ms
[2022-02-18 13:12:24 main:574] : INFO : Epoch 1682 | loss: 0.0310914 | val_loss: 0.0311336 | Time: 1264.13 ms
[2022-02-18 13:12:25 main:574] : INFO : Epoch 1683 | loss: 0.0310906 | val_loss: 0.0311333 | Time: 1253.72 ms
[2022-02-18 13:12:26 main:574] : INFO : Epoch 1684 | loss: 0.0310938 | val_loss: 0.0311325 | Time: 1224.71 ms
[2022-02-18 13:12:27 main:574] : INFO : Epoch 1685 | loss: 0.0310916 | val_loss: 0.0311288 | Time: 1168.58 ms
[2022-02-18 13:12:28 main:574] : INFO : Epoch 1686 | loss: 0.0310933 | val_loss: 0.0311333 | Time: 1167.24 ms
[2022-02-18 13:12:30 main:574] : INFO : Epoch 1687 | loss: 0.0310957 | val_loss: 0.0311359 | Time: 1170.66 ms
[2022-02-18 13:12:31 main:574] : INFO : Epoch 1688 | loss: 0.0310954 | val_loss: 0.0311378 | Time: 1164.64 ms
[2022-02-18 13:12:32 main:574] : INFO : Epoch 1689 | loss: 0.031093 | val_loss: 0.0311321 | Time: 1167.22 ms
[2022-02-18 13:12:33 main:574] : INFO : Epoch 1690 | loss: 0.0310904 | val_loss: 0.0311326 | Time: 1170.45 ms
[2022-02-18 13:12:34 main:574] : INFO : Epoch 1691 | loss: 0.0310891 | val_loss: 0.0311387 | Time: 1163.29 ms
[2022-02-18 13:12:35 main:574] : INFO : Epoch 1692 | loss: 0.0310918 | val_loss: 0.0311434 | Time: 1191.49 ms
[2022-02-18 13:12:37 main:574] : INFO : Epoch 1693 | loss: 0.0310908 | val_loss: 0.0311316 | Time: 1198.82 ms
[2022-02-18 13:12:38 main:574] : INFO : Epoch 1694 | loss: 0.0310892 | val_loss: 0.0311352 | Time: 1169.6 ms
[2022-02-18 13:12:39 main:574] : INFO : Epoch 1695 | loss: 0.0310912 | val_loss: 0.0311328 | Time: 1168.03 ms
[2022-02-18 13:12:40 main:574] : INFO : Epoch 1696 | loss: 0.0310898 | val_loss: 0.0311358 | Time: 1173.33 ms
[2022-02-18 13:12:41 main:574] : INFO : Epoch 1697 | loss: 0.0310924 | val_loss: 0.0311373 | Time: 1172.36 ms
[2022-02-18 13:12:42 main:574] : INFO : Epoch 1698 | loss: 0.0310905 | val_loss: 0.0311368 | Time: 1170.82 ms
[2022-02-18 13:12:44 main:574] : INFO : Epoch 1699 | loss: 0.0310884 | val_loss: 0.0311412 | Time: 1170.57 ms
[2022-02-18 13:12:45 main:574] : INFO : Epoch 1700 | loss: 0.031095 | val_loss: 0.0311316 | Time: 1166.84 ms
[2022-02-18 13:12:46 main:574] : INFO : Epoch 1701 | loss: 0.0310937 | val_loss: 0.0311358 | Time: 1240.73 ms
[2022-02-18 13:12:47 main:574] : INFO : Epoch 1702 | loss: 0.0310921 | val_loss: 0.031135 | Time: 1174.65 ms
[2022-02-18 13:12:48 main:574] : INFO : Epoch 1703 | loss: 0.0310905 | val_loss: 0.0311344 | Time: 1167.26 ms
[2022-02-18 13:12:50 main:574] : INFO : Epoch 1704 | loss: 0.0310903 | val_loss: 0.0311345 | Time: 1168.03 ms
[2022-02-18 13:12:51 main:574] : INFO : Epoch 1705 | loss: 0.0310929 | val_loss: 0.0311338 | Time: 1163.63 ms
[2022-02-18 13:12:52 main:574] : INFO : Epoch 1706 | loss: 0.0310903 | val_loss: 0.0311365 | Time: 1173.99 ms
[2022-02-18 13:12:53 main:574] : INFO : Epoch 1707 | loss: 0.0310903 | val_loss: 0.0311365 | Time: 1167.3 ms
[2022-02-18 13:12:54 main:574] : INFO : Epoch 1708 | loss: 0.0310914 | val_loss: 0.0311427 | Time: 1172.54 ms
[2022-02-18 13:12:55 main:574] : INFO : Epoch 1709 | loss: 0.0310952 | val_loss: 0.0311351 | Time: 1182.41 ms
[2022-02-18 13:12:57 main:574] : INFO : Epoch 1710 | loss: 0.0310945 | val_loss: 0.0311355 | Time: 1230.61 ms
[2022-02-18 13:12:58 main:574] : INFO : Epoch 1711 | loss: 0.0310923 | val_loss: 0.0311374 | Time: 1167.46 ms
[2022-02-18 13:12:59 main:574] : INFO : Epoch 1712 | loss: 0.0310932 | val_loss: 0.0311302 | Time: 1170.59 ms
[2022-02-18 13:13:00 main:574] : INFO : Epoch 1713 | loss: 0.0310928 | val_loss: 0.0311306 | Time: 1168.88 ms
[2022-02-18 13:13:01 main:574] : INFO : Epoch 1714 | loss: 0.0310901 | val_loss: 0.0311292 | Time: 1171.4 ms
[2022-02-18 13:13:02 main:574] : INFO : Epoch 1715 | loss: 0.0310903 | val_loss: 0.0311361 | Time: 1166.66 ms
[2022-02-18 13:13:04 main:574] : INFO : Epoch 1716 | loss: 0.0310906 | val_loss: 0.0311357 | Time: 1171.37 ms
[2022-02-18 13:13:05 main:574] : INFO : Epoch 1717 | loss: 0.0310887 | val_loss: 0.0311327 | Time: 1168.73 ms
[2022-02-18 13:13:06 main:574] : INFO : Epoch 1718 | loss: 0.0310897 | val_loss: 0.0311321 | Time: 1241.28 ms
[2022-02-18 13:13:07 main:574] : INFO : Epoch 1719 | loss: 0.0310904 | val_loss: 0.0311325 | Time: 1173.78 ms
[2022-02-18 13:13:08 main:574] : INFO : Epoch 1720 | loss: 0.0310895 | val_loss: 0.0311317 | Time: 1170.9 ms
[2022-02-18 13:13:10 main:574] : INFO : Epoch 1721 | loss: 0.0310885 | val_loss: 0.0311285 | Time: 1172.98 ms
[2022-02-18 13:13:11 main:574] : INFO : Epoch 1722 | loss: 0.0310881 | val_loss: 0.0311314 | Time: 1168.29 ms
[2022-02-18 13:13:12 main:574] : INFO : Epoch 1723 | loss: 0.031088 | val_loss: 0.031133 | Time: 1177.3 ms
[2022-02-18 13:13:13 main:574] : INFO : Epoch 1724 | loss: 0.0310866 | val_loss: 0.0311345 | Time: 1169.38 ms
[2022-02-18 13:13:14 main:574] : INFO : Epoch 1725 | loss: 0.031089 | val_loss: 0.0311345 | Time: 1167.83 ms
[2022-02-18 13:13:15 main:574] : INFO : Epoch 1726 | loss: 0.0310916 | val_loss: 0.0311372 | Time: 1196.7 ms
[2022-02-18 13:13:17 main:574] : INFO : Epoch 1727 | loss: 0.03109 | val_loss: 0.031136 | Time: 1218.95 ms
[2022-02-18 13:13:18 main:574] : INFO : Epoch 1728 | loss: 0.0310911 | val_loss: 0.0311341 | Time: 1168.55 ms
[2022-02-18 13:13:19 main:574] : INFO : Epoch 1729 | loss: 0.0310921 | val_loss: 0.0311356 | Time: 1175.92 ms
[2022-02-18 13:13:20 main:574] : INFO : Epoch 1730 | loss: 0.0311 | val_loss: 0.0311384 | Time: 1223.94 ms
[2022-02-18 13:13:22 main:574] : INFO : Epoch 1731 | loss: 0.0311029 | val_loss: 0.0311311 | Time: 1271.34 ms
[2022-02-18 13:13:23 main:574] : INFO : Epoch 1732 | loss: 0.0310999 | val_loss: 0.0311373 | Time: 1227.75 ms
[2022-02-18 13:13:24 main:574] : INFO : Epoch 1733 | loss: 0.0310972 | val_loss: 0.0311299 | Time: 1268.67 ms
[2022-02-18 13:13:25 main:574] : INFO : Epoch 1734 | loss: 0.0310956 | val_loss: 0.0311341 | Time: 1265.12 ms
[2022-02-18 13:13:27 main:574] : INFO : Epoch 1735 | loss: 0.0310969 | val_loss: 0.0311381 | Time: 1224.3 ms
[2022-02-18 13:13:28 main:574] : INFO : Epoch 1736 | loss: 0.0310985 | val_loss: 0.0311335 | Time: 1167.98 ms
[2022-02-18 13:13:29 main:574] : INFO : Epoch 1737 | loss: 0.0310985 | val_loss: 0.0311309 | Time: 1168.6 ms
[2022-02-18 13:13:30 main:574] : INFO : Epoch 1738 | loss: 0.0310953 | val_loss: 0.0311306 | Time: 1170.67 ms
[2022-02-18 13:13:31 main:574] : INFO : Epoch 1739 | loss: 0.0310936 | val_loss: 0.0311322 | Time: 1171.48 ms
[2022-02-18 13:13:32 main:574] : INFO : Epoch 1740 | loss: 0.0310929 | val_loss: 0.031131 | Time: 1169.77 ms
[2022-02-18 13:13:34 main:574] : INFO : Epoch 1741 | loss: 0.0310906 | val_loss: 0.0311318 | Time: 1167.63 ms
[2022-02-18 13:13:35 main:574] : INFO : Epoch 1742 | loss: 0.0310909 | val_loss: 0.0311376 | Time: 1173.09 ms
[2022-02-18 13:13:36 main:574] : INFO : Epoch 1743 | loss: 0.031091 | val_loss: 0.0311332 | Time: 1229.35 ms
[2022-02-18 13:13:37 main:574] : INFO : Epoch 1744 | loss: 0.0310899 | val_loss: 0.0311331 | Time: 1193.02 ms
[2022-02-18 13:13:38 main:574] : INFO : Epoch 1745 | loss: 0.0310951 | val_loss: 0.0311288 | Time: 1167.24 ms
[2022-02-18 13:13:39 main:574] : INFO : Epoch 1746 | loss: 0.0310957 | val_loss: 0.0311366 | Time: 1164.76 ms
[2022-02-18 13:13:41 main:574] : INFO : Epoch 1747 | loss: 0.0310956 | val_loss: 0.0311354 | Time: 1164.3 ms
[2022-02-18 13:13:42 main:574] : INFO : Epoch 1748 | loss: 0.0310958 | val_loss: 0.0311347 | Time: 1164.71 ms
[2022-02-18 13:13:43 main:574] : INFO : Epoch 1749 | loss: 0.0310929 | val_loss: 0.0311281 | Time: 1172.02 ms
[2022-02-18 13:13:44 main:574] : INFO : Epoch 1750 | loss: 0.0310911 | val_loss: 0.0311298 | Time: 1164.85 ms
[2022-02-18 13:13:45 main:574] : INFO : Epoch 1751 | loss: 0.0310909 | val_loss: 0.0311382 | Time: 1173.74 ms
[2022-02-18 13:13:47 main:574] : INFO : Epoch 1752 | loss: 0.0310934 | val_loss: 0.0311339 | Time: 1235.2 ms
[2022-02-18 13:13:48 main:574] : INFO : Epoch 1753 | loss: 0.0310914 | val_loss: 0.0311301 | Time: 1165.51 ms
[2022-02-18 13:13:49 main:574] : INFO : Epoch 1754 | loss: 0.0310913 | val_loss: 0.0311349 | Time: 1167.2 ms
[2022-02-18 13:13:50 main:574] : INFO : Epoch 1755 | loss: 0.0310924 | val_loss: 0.0311378 | Time: 1169.03 ms
[2022-02-18 13:13:51 main:574] : INFO : Epoch 1756 | loss: 0.0310933 | val_loss: 0.0311327 | Time: 1165.32 ms
[2022-02-18 13:13:52 main:574] : INFO : Epoch 1757 | loss: 0.0310973 | val_loss: 0.0311281 | Time: 1168.16 ms
[2022-02-18 13:13:54 main:574] : INFO : Epoch 1758 | loss: 0.0310961 | val_loss: 0.0311277 | Time: 1161.83 ms
[2022-02-18 13:13:55 main:574] : INFO : Epoch 1759 | loss: 0.0310968 | val_loss: 0.0311336 | Time: 1170.4 ms
[2022-02-18 13:13:56 main:574] : INFO : Epoch 1760 | loss: 0.0310947 | val_loss: 0.03113 | Time: 1234.59 ms
[2022-02-18 13:13:57 main:574] : INFO : Epoch 1761 | loss: 0.0310921 | val_loss: 0.0311278 | Time: 1197.57 ms
[2022-02-18 13:13:58 main:574] : INFO : Epoch 1762 | loss: 0.0310933 | val_loss: 0.0311298 | Time: 1168.67 ms
[2022-02-18 13:14:00 main:574] : INFO : Epoch 1763 | loss: 0.031093 | val_loss: 0.0311297 | Time: 1175.06 ms
[2022-02-18 13:14:01 main:574] : INFO : Epoch 1764 | loss: 0.0310928 | val_loss: 0.0311389 | Time: 1174.7 ms
[2022-02-18 13:14:02 main:574] : INFO : Epoch 1765 | loss: 0.0310927 | val_loss: 0.0311292 | Time: 1169.46 ms
[2022-02-18 13:14:03 main:574] : INFO : Epoch 1766 | loss: 0.031092 | val_loss: 0.0311309 | Time: 1173.11 ms
[2022-02-18 13:14:04 main:574] : INFO : Epoch 1767 | loss: 0.0310968 | val_loss: 0.0311318 | Time: 1165.76 ms
[2022-02-18 13:14:05 main:574] : INFO : Epoch 1768 | loss: 0.0311004 | val_loss: 0.0311315 | Time: 1177.22 ms
[2022-02-18 13:14:07 main:574] : INFO : Epoch 1769 | loss: 0.0310977 | val_loss: 0.031129 | Time: 1221.44 ms
[2022-02-18 13:14:08 main:574] : INFO : Epoch 1770 | loss: 0.0311005 | val_loss: 0.0311261 | Time: 1167.27 ms
[2022-02-18 13:14:09 main:574] : INFO : Epoch 1771 | loss: 0.0311009 | val_loss: 0.0311269 | Time: 1167.73 ms
[2022-02-18 13:14:10 main:574] : INFO : Epoch 1772 | loss: 0.0311012 | val_loss: 0.0311284 | Time: 1169.33 ms
[2022-02-18 13:14:11 main:574] : INFO : Epoch 1773 | loss: 0.0310993 | val_loss: 0.0311255 | Time: 1170.64 ms
[2022-02-18 13:14:12 main:574] : INFO : Epoch 1774 | loss: 0.0310995 | val_loss: 0.0311267 | Time: 1172.41 ms
[2022-02-18 13:14:14 main:574] : INFO : Epoch 1775 | loss: 0.0310967 | val_loss: 0.0311309 | Time: 1164.75 ms
[2022-02-18 13:14:15 main:574] : INFO : Epoch 1776 | loss: 0.0311004 | val_loss: 0.031135 | Time: 1169.98 ms
[2022-02-18 13:14:16 main:574] : INFO : Epoch 1777 | loss: 0.0311031 | val_loss: 0.0311349 | Time: 1217.92 ms
[2022-02-18 13:14:17 main:574] : INFO : Epoch 1778 | loss: 0.0310966 | val_loss: 0.0311332 | Time: 1175.2 ms
[2022-02-18 13:14:18 main:574] : INFO : Epoch 1779 | loss: 0.0310934 | val_loss: 0.0311314 | Time: 1175.71 ms
[2022-02-18 13:14:20 main:574] : INFO : Epoch 1780 | loss: 0.031093 | val_loss: 0.031129 | Time: 1176.1 ms
[2022-02-18 13:14:21 main:574] : INFO : Epoch 1781 | loss: 0.0310954 | val_loss: 0.0311287 | Time: 1198.7 ms
[2022-02-18 13:14:22 main:574] : INFO : Epoch 1782 | loss: 0.0310978 | val_loss: 0.0311303 | Time: 1232.92 ms
[2022-02-18 13:14:23 main:574] : INFO : Epoch 1783 | loss: 0.0310977 | val_loss: 0.0311267 | Time: 1226.88 ms
[2022-02-18 13:14:24 main:574] : INFO : Epoch 1784 | loss: 0.0310986 | val_loss: 0.0311299 | Time: 1265.53 ms
[2022-02-18 13:14:26 main:574] : INFO : Epoch 1785 | loss: 0.0310963 | val_loss: 0.0311259 | Time: 1251.13 ms
[2022-02-18 13:14:27 main:574] : INFO : Epoch 1786 | loss: 0.0310957 | val_loss: 0.0311255 | Time: 1209.53 ms
[2022-02-18 13:14:28 main:574] : INFO : Epoch 1787 | loss: 0.0310958 | val_loss: 0.0311307 | Time: 1170.28 ms
[2022-02-18 13:14:29 main:574] : INFO : Epoch 1788 | loss: 0.0310973 | val_loss: 0.0311332 | Time: 1170.86 ms
[2022-02-18 13:14:30 main:574] : INFO : Epoch 1789 | loss: 0.0311038 | val_loss: 0.0311323 | Time: 1168.27 ms
[2022-02-18 13:14:32 main:574] : INFO : Epoch 1790 | loss: 0.0310989 | val_loss: 0.0311264 | Time: 1174.33 ms
[2022-02-18 13:14:33 main:574] : INFO : Epoch 1791 | loss: 0.0310934 | val_loss: 0.0311295 | Time: 1171.38 ms
[2022-02-18 13:14:34 main:574] : INFO : Epoch 1792 | loss: 0.0310919 | val_loss: 0.0311272 | Time: 1173.88 ms
[2022-02-18 13:14:35 main:574] : INFO : Epoch 1793 | loss: 0.0310907 | val_loss: 0.0311322 | Time: 1168.29 ms
[2022-02-18 13:14:36 main:574] : INFO : Epoch 1794 | loss: 0.0310919 | val_loss: 0.0311287 | Time: 1283.41 ms
[2022-02-18 13:14:38 main:574] : INFO : Epoch 1795 | loss: 0.0310901 | val_loss: 0.0311292 | Time: 1167.28 ms
[2022-02-18 13:14:39 main:574] : INFO : Epoch 1796 | loss: 0.0310942 | val_loss: 0.0311319 | Time: 1168.61 ms
[2022-02-18 13:14:40 main:574] : INFO : Epoch 1797 | loss: 0.031094 | val_loss: 0.0311298 | Time: 1164.89 ms
[2022-02-18 13:14:41 main:574] : INFO : Epoch 1798 | loss: 0.031094 | val_loss: 0.0311238 | Time: 1166.56 ms
[2022-02-18 13:14:42 main:574] : INFO : Epoch 1799 | loss: 0.0310923 | val_loss: 0.0311285 | Time: 1170.73 ms
[2022-02-18 13:14:43 main:574] : INFO : Epoch 1800 | loss: 0.0310943 | val_loss: 0.0311257 | Time: 1168.44 ms
[2022-02-18 13:14:45 main:574] : INFO : Epoch 1801 | loss: 0.031091 | val_loss: 0.0311282 | Time: 1170.02 ms
[2022-02-18 13:14:46 main:574] : INFO : Epoch 1802 | loss: 0.0310936 | val_loss: 0.0311316 | Time: 1204.01 ms
[2022-02-18 13:14:47 main:574] : INFO : Epoch 1803 | loss: 0.0310916 | val_loss: 0.0311319 | Time: 1196.94 ms
[2022-02-18 13:14:48 main:574] : INFO : Epoch 1804 | loss: 0.0310936 | val_loss: 0.0311268 | Time: 1168.76 ms
[2022-02-18 13:14:49 main:574] : INFO : Epoch 1805 | loss: 0.0311058 | val_loss: 0.0311307 | Time: 1166.86 ms
[2022-02-18 13:14:51 main:574] : INFO : Epoch 1806 | loss: 0.031106 | val_loss: 0.0311266 | Time: 1168.67 ms
[2022-02-18 13:14:52 main:574] : INFO : Epoch 1807 | loss: 0.0311038 | val_loss: 0.0311368 | Time: 1169.8 ms
[2022-02-18 13:14:53 main:574] : INFO : Epoch 1808 | loss: 0.0311012 | val_loss: 0.0311374 | Time: 1163.31 ms
[2022-02-18 13:14:54 main:574] : INFO : Epoch 1809 | loss: 0.0311029 | val_loss: 0.0311314 | Time: 1183.03 ms
[2022-02-18 13:14:55 main:574] : INFO : Epoch 1810 | loss: 0.0311019 | val_loss: 0.0311344 | Time: 1163.26 ms
[2022-02-18 13:14:56 main:574] : INFO : Epoch 1811 | loss: 0.0311038 | val_loss: 0.0311355 | Time: 1210.12 ms
[2022-02-18 13:14:58 main:574] : INFO : Epoch 1812 | loss: 0.031101 | val_loss: 0.0311284 | Time: 1168.78 ms
[2022-02-18 13:14:59 main:574] : INFO : Epoch 1813 | loss: 0.0310978 | val_loss: 0.0311272 | Time: 1171.06 ms
[2022-02-18 13:15:00 main:574] : INFO : Epoch 1814 | loss: 0.0310961 | val_loss: 0.0311304 | Time: 1166.11 ms
[2022-02-18 13:15:01 main:574] : INFO : Epoch 1815 | loss: 0.0310964 | val_loss: 0.0311338 | Time: 1167.82 ms
[2022-02-18 13:15:02 main:574] : INFO : Epoch 1816 | loss: 0.0310939 | val_loss: 0.0311269 | Time: 1165.19 ms
[2022-02-18 13:15:03 main:574] : INFO : Epoch 1817 | loss: 0.0310936 | val_loss: 0.031128 | Time: 1163.51 ms
[2022-02-18 13:15:05 main:574] : INFO : Epoch 1818 | loss: 0.0310952 | val_loss: 0.0311286 | Time: 1164.16 ms
[2022-02-18 13:15:06 main:574] : INFO : Epoch 1819 | loss: 0.031094 | val_loss: 0.0311278 | Time: 1210.71 ms
[2022-02-18 13:15:07 main:574] : INFO : Epoch 1820 | loss: 0.0310924 | val_loss: 0.0311309 | Time: 1201.41 ms
[2022-02-18 13:15:08 main:574] : INFO : Epoch 1821 | loss: 0.0310922 | val_loss: 0.0311384 | Time: 1169.54 ms
[2022-02-18 13:15:09 main:574] : INFO : Epoch 1822 | loss: 0.0310907 | val_loss: 0.0311284 | Time: 1163.35 ms
[2022-02-18 13:15:11 main:574] : INFO : Epoch 1823 | loss: 0.0310899 | val_loss: 0.0311293 | Time: 1172.28 ms
[2022-02-18 13:15:12 main:574] : INFO : Epoch 1824 | loss: 0.0310898 | val_loss: 0.0311327 | Time: 1186.11 ms
[2022-02-18 13:15:13 main:574] : INFO : Epoch 1825 | loss: 0.0310883 | val_loss: 0.0311271 | Time: 1172.45 ms
[2022-02-18 13:15:14 main:574] : INFO : Epoch 1826 | loss: 0.0310898 | val_loss: 0.0311249 | Time: 1169.92 ms
[2022-02-18 13:15:15 main:574] : INFO : Epoch 1827 | loss: 0.0310905 | val_loss: 0.0311279 | Time: 1167.13 ms
[2022-02-18 13:15:16 main:574] : INFO : Epoch 1828 | loss: 0.0310974 | val_loss: 0.0311341 | Time: 1222.3 ms
[2022-02-18 13:15:18 main:574] : INFO : Epoch 1829 | loss: 0.0311015 | val_loss: 0.0311245 | Time: 1176.86 ms
[2022-02-18 13:15:19 main:574] : INFO : Epoch 1830 | loss: 0.0310973 | val_loss: 0.0311274 | Time: 1176.86 ms
[2022-02-18 13:15:20 main:574] : INFO : Epoch 1831 | loss: 0.0310933 | val_loss: 0.0311251 | Time: 1174.08 ms
[2022-02-18 13:15:21 main:574] : INFO : Epoch 1832 | loss: 0.0310926 | val_loss: 0.0311262 | Time: 1212.43 ms
[2022-02-18 13:15:22 main:574] : INFO : Epoch 1833 | loss: 0.0310893 | val_loss: 0.0311277 | Time: 1241.46 ms
[2022-02-18 13:15:24 main:574] : INFO : Epoch 1834 | loss: 0.0310924 | val_loss: 0.0311269 | Time: 1280.37 ms
[2022-02-18 13:15:25 main:574] : INFO : Epoch 1835 | loss: 0.0310913 | val_loss: 0.0311237 | Time: 1274.69 ms
[2022-02-18 13:15:26 main:574] : INFO : Epoch 1836 | loss: 0.0310891 | val_loss: 0.0311312 | Time: 1248.12 ms
[2022-02-18 13:15:27 main:574] : INFO : Epoch 1837 | loss: 0.0310906 | val_loss: 0.0311292 | Time: 1173.63 ms
[2022-02-18 13:15:29 main:574] : INFO : Epoch 1838 | loss: 0.0310899 | val_loss: 0.0311285 | Time: 1167.95 ms
[2022-02-18 13:15:30 main:574] : INFO : Epoch 1839 | loss: 0.0310896 | val_loss: 0.0311323 | Time: 1170.06 ms
[2022-02-18 13:15:31 main:574] : INFO : Epoch 1840 | loss: 0.031088 | val_loss: 0.0311295 | Time: 1168.49 ms
[2022-02-18 13:15:32 main:574] : INFO : Epoch 1841 | loss: 0.0310874 | val_loss: 0.03113 | Time: 1172.2 ms
[2022-02-18 13:15:33 main:574] : INFO : Epoch 1842 | loss: 0.0310878 | val_loss: 0.0311298 | Time: 1170.26 ms
[2022-02-18 13:15:34 main:574] : INFO : Epoch 1843 | loss: 0.0310895 | val_loss: 0.0311305 | Time: 1170.64 ms
[2022-02-18 13:15:36 main:574] : INFO : Epoch 1844 | loss: 0.0310885 | val_loss: 0.0311367 | Time: 1195.27 ms
[2022-02-18 13:15:37 main:574] : INFO : Epoch 1845 | loss: 0.0310907 | val_loss: 0.0311352 | Time: 1205.87 ms
[2022-02-18 13:15:38 main:574] : INFO : Epoch 1846 | loss: 0.0310917 | val_loss: 0.0311265 | Time: 1173.29 ms
[2022-02-18 13:15:39 main:574] : INFO : Epoch 1847 | loss: 0.0310924 | val_loss: 0.0311331 | Time: 1174.37 ms
[2022-02-18 13:15:40 main:574] : INFO : Epoch 1848 | loss: 0.0310934 | val_loss: 0.0311252 | Time: 1174.14 ms
[2022-02-18 13:15:42 main:574] : INFO : Epoch 1849 | loss: 0.031093 | val_loss: 0.0311313 | Time: 1171.59 ms
[2022-02-18 13:15:43 main:574] : INFO : Epoch 1850 | loss: 0.0310904 | val_loss: 0.0311287 | Time: 1166.31 ms
[2022-02-18 13:15:44 main:574] : INFO : Epoch 1851 | loss: 0.0310885 | val_loss: 0.0311256 | Time: 1170.23 ms
[2022-02-18 13:15:45 main:574] : INFO : Epoch 1852 | loss: 0.0310864 | val_loss: 0.0311308 | Time: 1170.06 ms
[2022-02-18 13:15:46 main:574] : INFO : Epoch 1853 | loss: 0.031088 | val_loss: 0.0311335 | Time: 1222.37 ms
[2022-02-18 13:15:47 main:574] : INFO : Epoch 1854 | loss: 0.0310878 | val_loss: 0.0311262 | Time: 1173.05 ms
[2022-02-18 13:15:49 main:574] : INFO : Epoch 1855 | loss: 0.0310879 | val_loss: 0.0311249 | Time: 1168.93 ms
[2022-02-18 13:15:50 main:574] : INFO : Epoch 1856 | loss: 0.0310894 | val_loss: 0.0311286 | Time: 1173.29 ms
[2022-02-18 13:15:51 main:574] : INFO : Epoch 1857 | loss: 0.0310906 | val_loss: 0.0311286 | Time: 1170.21 ms
[2022-02-18 13:15:52 main:574] : INFO : Epoch 1858 | loss: 0.0310935 | val_loss: 0.0311381 | Time: 1172.02 ms
[2022-02-18 13:15:53 main:574] : INFO : Epoch 1859 | loss: 0.0310911 | val_loss: 0.0311313 | Time: 1168.87 ms
[2022-02-18 13:15:54 main:574] : INFO : Epoch 1860 | loss: 0.0310932 | val_loss: 0.0311282 | Time: 1166.8 ms
[2022-02-18 13:15:56 main:574] : INFO : Epoch 1861 | loss: 0.0311026 | val_loss: 0.0311328 | Time: 1184.66 ms
[2022-02-18 13:15:57 main:574] : INFO : Epoch 1862 | loss: 0.0311041 | val_loss: 0.0311309 | Time: 1208.53 ms
[2022-02-18 13:15:58 main:574] : INFO : Epoch 1863 | loss: 0.0310961 | val_loss: 0.0311335 | Time: 1172.12 ms
[2022-02-18 13:15:59 main:574] : INFO : Epoch 1864 | loss: 0.0310953 | val_loss: 0.0311281 | Time: 1171.42 ms
[2022-02-18 13:16:00 main:574] : INFO : Epoch 1865 | loss: 0.0310959 | val_loss: 0.031127 | Time: 1165.67 ms
[2022-02-18 13:16:02 main:574] : INFO : Epoch 1866 | loss: 0.0310967 | val_loss: 0.0311265 | Time: 1165.19 ms
[2022-02-18 13:16:03 main:574] : INFO : Epoch 1867 | loss: 0.0310992 | val_loss: 0.0311243 | Time: 1166.42 ms
[2022-02-18 13:16:04 main:574] : INFO : Epoch 1868 | loss: 0.0310965 | val_loss: 0.031122 | Time: 1162.95 ms
[2022-02-18 13:16:05 main:574] : INFO : Epoch 1869 | loss: 0.0310944 | val_loss: 0.0311245 | Time: 1166.28 ms
[2022-02-18 13:16:06 main:574] : INFO : Epoch 1870 | loss: 0.0310992 | val_loss: 0.0311363 | Time: 1205.08 ms
[2022-02-18 13:16:07 main:574] : INFO : Epoch 1871 | loss: 0.0311396 | val_loss: 0.0311506 | Time: 1177.01 ms
[2022-02-18 13:16:09 main:574] : INFO : Epoch 1872 | loss: 0.0311433 | val_loss: 0.0311461 | Time: 1167.91 ms
[2022-02-18 13:16:10 main:574] : INFO : Epoch 1873 | loss: 0.0311415 | val_loss: 0.031143 | Time: 1168.64 ms
[2022-02-18 13:16:11 main:574] : INFO : Epoch 1874 | loss: 0.0311404 | val_loss: 0.0311446 | Time: 1165.22 ms
[2022-02-18 13:16:12 main:574] : INFO : Epoch 1875 | loss: 0.0311375 | val_loss: 0.0311441 | Time: 1165.53 ms
[2022-02-18 13:16:13 main:574] : INFO : Epoch 1876 | loss: 0.0311354 | val_loss: 0.0311407 | Time: 1168.86 ms
[2022-02-18 13:16:14 main:574] : INFO : Epoch 1877 | loss: 0.0311309 | val_loss: 0.0311437 | Time: 1170.2 ms
[2022-02-18 13:16:16 main:574] : INFO : Epoch 1878 | loss: 0.0311335 | val_loss: 0.0311418 | Time: 1173.97 ms
[2022-02-18 13:16:17 main:574] : INFO : Epoch 1879 | loss: 0.0311312 | val_loss: 0.0311375 | Time: 1216.44 ms
[2022-02-18 13:16:18 main:574] : INFO : Epoch 1880 | loss: 0.0311296 | val_loss: 0.0311413 | Time: 1168.47 ms
[2022-02-18 13:16:19 main:574] : INFO : Epoch 1881 | loss: 0.0311369 | val_loss: 0.0311398 | Time: 1164.57 ms
[2022-02-18 13:16:20 main:574] : INFO : Epoch 1882 | loss: 0.031133 | val_loss: 0.0311408 | Time: 1174.62 ms
[2022-02-18 13:16:22 main:574] : INFO : Epoch 1883 | loss: 0.0311283 | val_loss: 0.0311364 | Time: 1226.6 ms
[2022-02-18 13:16:23 main:574] : INFO : Epoch 1884 | loss: 0.0311371 | val_loss: 0.0311456 | Time: 1274.73 ms
[2022-02-18 13:16:24 main:574] : INFO : Epoch 1885 | loss: 0.0311376 | val_loss: 0.0311395 | Time: 1295.07 ms
[2022-02-18 13:16:25 main:574] : INFO : Epoch 1886 | loss: 0.0311333 | val_loss: 0.0311358 | Time: 1271.44 ms
[2022-02-18 13:16:27 main:574] : INFO : Epoch 1887 | loss: 0.0311306 | val_loss: 0.0311352 | Time: 1231.72 ms
[2022-02-18 13:16:28 main:574] : INFO : Epoch 1888 | loss: 0.0311278 | val_loss: 0.0311337 | Time: 1168.28 ms
[2022-02-18 13:16:29 main:574] : INFO : Epoch 1889 | loss: 0.031128 | val_loss: 0.0311394 | Time: 1168 ms
[2022-02-18 13:16:30 main:574] : INFO : Epoch 1890 | loss: 0.0311272 | val_loss: 0.0311326 | Time: 1162.28 ms
[2022-02-18 13:16:31 main:574] : INFO : Epoch 1891 | loss: 0.0311234 | val_loss: 0.0311323 | Time: 1169.48 ms
[2022-02-18 13:16:33 main:574] : INFO : Epoch 1892 | loss: 0.0311238 | val_loss: 0.0311416 | Time: 1166.32 ms
[2022-02-18 13:16:34 main:574] : INFO : Epoch 1893 | loss: 0.0311256 | val_loss: 0.0311367 | Time: 1166.81 ms
[2022-02-18 13:16:35 main:574] : INFO : Epoch 1894 | loss: 0.0311222 | val_loss: 0.0311329 | Time: 1169.47 ms
[2022-02-18 13:16:36 main:574] : INFO : Epoch 1895 | loss: 0.031119 | val_loss: 0.0311328 | Time: 1207.7 ms
[2022-02-18 13:16:37 main:574] : INFO : Epoch 1896 | loss: 0.0311188 | val_loss: 0.0311322 | Time: 1202.84 ms
[2022-02-18 13:16:38 main:574] : INFO : Epoch 1897 | loss: 0.0311175 | val_loss: 0.0311309 | Time: 1176.93 ms
[2022-02-18 13:16:40 main:574] : INFO : Epoch 1898 | loss: 0.0311158 | val_loss: 0.0311315 | Time: 1173.79 ms
[2022-02-18 13:16:41 main:574] : INFO : Epoch 1899 | loss: 0.0311143 | val_loss: 0.0311313 | Time: 1172.56 ms
[2022-02-18 13:16:42 main:574] : INFO : Epoch 1900 | loss: 0.0311162 | val_loss: 0.0311322 | Time: 1173.22 ms
[2022-02-18 13:16:43 main:574] : INFO : Epoch 1901 | loss: 0.0311156 | val_loss: 0.03113 | Time: 1173.89 ms
[2022-02-18 13:16:44 main:574] : INFO : Epoch 1902 | loss: 0.0311125 | val_loss: 0.0311313 | Time: 1172.11 ms
[2022-02-18 13:16:45 main:574] : INFO : Epoch 1903 | loss: 0.0311131 | val_loss: 0.0311308 | Time: 1171.79 ms
[2022-02-18 13:16:47 main:574] : INFO : Epoch 1904 | loss: 0.0311143 | val_loss: 0.0311302 | Time: 1226.53 ms
[2022-02-18 13:16:48 main:574] : INFO : Epoch 1905 | loss: 0.0311136 | val_loss: 0.0311298 | Time: 1168.07 ms
[2022-02-18 13:16:49 main:574] : INFO : Epoch 1906 | loss: 0.0311136 | val_loss: 0.0311338 | Time: 1171.57 ms
[2022-02-18 13:16:50 main:574] : INFO : Epoch 1907 | loss: 0.0311135 | val_loss: 0.0311354 | Time: 1170.99 ms
[2022-02-18 13:16:51 main:574] : INFO : Epoch 1908 | loss: 0.0311146 | val_loss: 0.0311293 | Time: 1171.5 ms
[2022-02-18 13:16:53 main:574] : INFO : Epoch 1909 | loss: 0.031116 | val_loss: 0.0311331 | Time: 1168.67 ms
[2022-02-18 13:16:54 main:574] : INFO : Epoch 1910 | loss: 0.0311118 | val_loss: 0.0311298 | Time: 1174.94 ms
[2022-02-18 13:16:55 main:574] : INFO : Epoch 1911 | loss: 0.0311142 | val_loss: 0.0311382 | Time: 1168.28 ms
[2022-02-18 13:16:56 main:574] : INFO : Epoch 1912 | loss: 0.031117 | val_loss: 0.0311331 | Time: 1209.45 ms
[2022-02-18 13:16:57 main:574] : INFO : Epoch 1913 | loss: 0.0311141 | val_loss: 0.0311315 | Time: 1198.66 ms
[2022-02-18 13:16:58 main:574] : INFO : Epoch 1914 | loss: 0.0311119 | val_loss: 0.0311309 | Time: 1168.37 ms
[2022-02-18 13:17:00 main:574] : INFO : Epoch 1915 | loss: 0.0311106 | val_loss: 0.0311296 | Time: 1167.08 ms
[2022-02-18 13:17:01 main:574] : INFO : Epoch 1916 | loss: 0.03111 | val_loss: 0.0311319 | Time: 1171.08 ms
[2022-02-18 13:17:02 main:574] : INFO : Epoch 1917 | loss: 0.0311108 | val_loss: 0.031129 | Time: 1168.29 ms
[2022-02-18 13:17:03 main:574] : INFO : Epoch 1918 | loss: 0.0311104 | val_loss: 0.0311291 | Time: 1168.7 ms
[2022-02-18 13:17:04 main:574] : INFO : Epoch 1919 | loss: 0.0311077 | val_loss: 0.0311314 | Time: 1168.66 ms
[2022-02-18 13:17:06 main:574] : INFO : Epoch 1920 | loss: 0.0311085 | val_loss: 0.0311339 | Time: 1171.81 ms
[2022-02-18 13:17:07 main:574] : INFO : Epoch 1921 | loss: 0.0311108 | val_loss: 0.0311338 | Time: 1235.55 ms
[2022-02-18 13:17:08 main:574] : INFO : Epoch 1922 | loss: 0.0311082 | val_loss: 0.0311283 | Time: 1168.89 ms
[2022-02-18 13:17:09 main:574] : INFO : Epoch 1923 | loss: 0.031109 | val_loss: 0.0311365 | Time: 1168.02 ms
[2022-02-18 13:17:10 main:574] : INFO : Epoch 1924 | loss: 0.0311121 | val_loss: 0.0311333 | Time: 1174.43 ms
[2022-02-18 13:17:11 main:574] : INFO : Epoch 1925 | loss: 0.0311079 | val_loss: 0.0311323 | Time: 1171.99 ms
[2022-02-18 13:17:13 main:574] : INFO : Epoch 1926 | loss: 0.0311079 | val_loss: 0.0311354 | Time: 1175.47 ms
[2022-02-18 13:17:14 main:574] : INFO : Epoch 1927 | loss: 0.0311077 | val_loss: 0.0311294 | Time: 1173.16 ms
[2022-02-18 13:17:15 main:574] : INFO : Epoch 1928 | loss: 0.03111 | val_loss: 0.0311304 | Time: 1167.33 ms
[2022-02-18 13:17:16 main:574] : INFO : Epoch 1929 | loss: 0.0311066 | val_loss: 0.0311288 | Time: 1196.76 ms
[2022-02-18 13:17:17 main:574] : INFO : Epoch 1930 | loss: 0.0311081 | val_loss: 0.0311312 | Time: 1196.04 ms
[2022-02-18 13:17:19 main:574] : INFO : Epoch 1931 | loss: 0.0311074 | val_loss: 0.0311289 | Time: 1172.45 ms
[2022-02-18 13:17:20 main:574] : INFO : Epoch 1932 | loss: 0.0311157 | val_loss: 0.0311364 | Time: 1171.34 ms
[2022-02-18 13:17:21 main:574] : INFO : Epoch 1933 | loss: 0.031117 | val_loss: 0.0311445 | Time: 1170.56 ms
[2022-02-18 13:17:22 main:574] : INFO : Epoch 1934 | loss: 0.0311179 | val_loss: 0.0311315 | Time: 1201.19 ms
[2022-02-18 13:17:23 main:574] : INFO : Epoch 1935 | loss: 0.0311158 | val_loss: 0.0311262 | Time: 1260.34 ms
[2022-02-18 13:17:25 main:574] : INFO : Epoch 1936 | loss: 0.0311132 | val_loss: 0.0311274 | Time: 1295.87 ms
[2022-02-18 13:17:26 main:574] : INFO : Epoch 1937 | loss: 0.0311103 | val_loss: 0.0311283 | Time: 1225.76 ms
[2022-02-18 13:17:27 main:574] : INFO : Epoch 1938 | loss: 0.0311093 | val_loss: 0.0311282 | Time: 1204.52 ms
[2022-02-18 13:17:28 main:574] : INFO : Epoch 1939 | loss: 0.0311102 | val_loss: 0.0311305 | Time: 1167.31 ms
[2022-02-18 13:17:29 main:574] : INFO : Epoch 1940 | loss: 0.0311105 | val_loss: 0.0311283 | Time: 1163.73 ms
[2022-02-18 13:17:31 main:574] : INFO : Epoch 1941 | loss: 0.0311081 | val_loss: 0.0311303 | Time: 1174.91 ms
[2022-02-18 13:17:32 main:574] : INFO : Epoch 1942 | loss: 0.0311083 | val_loss: 0.0311306 | Time: 1167.85 ms
[2022-02-18 13:17:33 main:574] : INFO : Epoch 1943 | loss: 0.0311092 | val_loss: 0.0311335 | Time: 1169.89 ms
[2022-02-18 13:17:34 main:574] : INFO : Epoch 1944 | loss: 0.0311101 | val_loss: 0.0311303 | Time: 1166.16 ms
[2022-02-18 13:17:35 main:574] : INFO : Epoch 1945 | loss: 0.0311076 | val_loss: 0.0311312 | Time: 1165.62 ms
[2022-02-18 13:17:36 main:574] : INFO : Epoch 1946 | loss: 0.031109 | val_loss: 0.0311284 | Time: 1237.46 ms
[2022-02-18 13:17:38 main:574] : INFO : Epoch 1947 | loss: 0.0311071 | val_loss: 0.0311286 | Time: 1176.84 ms
[2022-02-18 13:17:39 main:574] : INFO : Epoch 1948 | loss: 0.0311124 | val_loss: 0.0311301 | Time: 1168.22 ms
[2022-02-18 13:17:40 main:574] : INFO : Epoch 1949 | loss: 0.0311158 | val_loss: 0.0311386 | Time: 1184.49 ms
[2022-02-18 13:17:41 main:574] : INFO : Epoch 1950 | loss: 0.0311152 | val_loss: 0.0311297 | Time: 1167.07 ms
[2022-02-18 13:17:42 main:574] : INFO : Epoch 1951 | loss: 0.0311098 | val_loss: 0.0311265 | Time: 1167.6 ms
[2022-02-18 13:17:44 main:574] : INFO : Epoch 1952 | loss: 0.0311079 | val_loss: 0.0311302 | Time: 1166.56 ms
[2022-02-18 13:17:45 main:574] : INFO : Epoch 1953 | loss: 0.0311066 | val_loss: 0.0311302 | Time: 1167.61 ms
[2022-02-18 13:17:46 main:574] : INFO : Epoch 1954 | loss: 0.0311043 | val_loss: 0.0311295 | Time: 1180.33 ms
[2022-02-18 13:17:47 main:574] : INFO : Epoch 1955 | loss: 0.031105 | val_loss: 0.0311283 | Time: 1199.02 ms
[2022-02-18 13:17:48 main:574] : INFO : Epoch 1956 | loss: 0.0311052 | val_loss: 0.031131 | Time: 1167.02 ms
[2022-02-18 13:17:49 main:574] : INFO : Epoch 1957 | loss: 0.0311051 | val_loss: 0.0311315 | Time: 1169.07 ms
[2022-02-18 13:17:51 main:574] : INFO : Epoch 1958 | loss: 0.0311053 | val_loss: 0.0311315 | Time: 1164.38 ms
[2022-02-18 13:17:52 main:574] : INFO : Epoch 1959 | loss: 0.0311076 | val_loss: 0.0311337 | Time: 1168.88 ms
[2022-02-18 13:17:53 main:574] : INFO : Epoch 1960 | loss: 0.0311047 | val_loss: 0.0311305 | Time: 1167.15 ms
[2022-02-18 13:17:54 main:574] : INFO : Epoch 1961 | loss: 0.0311035 | val_loss: 0.0311305 | Time: 1174.42 ms
[2022-02-18 13:17:55 main:574] : INFO : Epoch 1962 | loss: 0.0311043 | val_loss: 0.0311303 | Time: 1169.99 ms
[2022-02-18 13:17:56 main:574] : INFO : Epoch 1963 | loss: 0.0311054 | val_loss: 0.0311292 | Time: 1214.35 ms
[2022-02-18 13:17:58 main:574] : INFO : Epoch 1964 | loss: 0.0311061 | val_loss: 0.0311261 | Time: 1176.46 ms
[2022-02-18 13:17:59 main:574] : INFO : Epoch 1965 | loss: 0.0311062 | val_loss: 0.0311281 | Time: 1172.46 ms
[2022-02-18 13:18:00 main:574] : INFO : Epoch 1966 | loss: 0.0311048 | val_loss: 0.031133 | Time: 1169.24 ms
[2022-02-18 13:18:01 main:574] : INFO : Epoch 1967 | loss: 0.031105 | val_loss: 0.0311337 | Time: 1173.08 ms
[2022-02-18 13:18:02 main:574] : INFO : Epoch 1968 | loss: 0.0311097 | val_loss: 0.031134 | Time: 1174.04 ms
[2022-02-18 13:18:04 main:574] : INFO : Epoch 1969 | loss: 0.031114 | val_loss: 0.0311349 | Time: 1173.24 ms
[2022-02-18 13:18:05 main:574] : INFO : Epoch 1970 | loss: 0.0311127 | val_loss: 0.0311319 | Time: 1174.07 ms
[2022-02-18 13:18:06 main:574] : INFO : Epoch 1971 | loss: 0.0311108 | val_loss: 0.031136 | Time: 1198.02 ms
[2022-02-18 13:18:07 main:574] : INFO : Epoch 1972 | loss: 0.0311124 | val_loss: 0.0311315 | Time: 1237.83 ms
[2022-02-18 13:18:08 main:574] : INFO : Epoch 1973 | loss: 0.0311126 | val_loss: 0.0311356 | Time: 1171.04 ms
[2022-02-18 13:18:09 main:574] : INFO : Epoch 1974 | loss: 0.031108 | val_loss: 0.0311365 | Time: 1166.21 ms
[2022-02-18 13:18:11 main:574] : INFO : Epoch 1975 | loss: 0.0311072 | val_loss: 0.0311327 | Time: 1171.04 ms
[2022-02-18 13:18:12 main:574] : INFO : Epoch 1976 | loss: 0.0311153 | val_loss: 0.0311434 | Time: 1173.15 ms
[2022-02-18 13:18:13 main:574] : INFO : Epoch 1977 | loss: 0.0311216 | val_loss: 0.0311315 | Time: 1173.68 ms
[2022-02-18 13:18:14 main:574] : INFO : Epoch 1978 | loss: 0.0311172 | val_loss: 0.0311331 | Time: 1170.26 ms
[2022-02-18 13:18:15 main:574] : INFO : Epoch 1979 | loss: 0.0311119 | val_loss: 0.0311318 | Time: 1172.98 ms
[2022-02-18 13:18:17 main:574] : INFO : Epoch 1980 | loss: 0.0311116 | val_loss: 0.0311301 | Time: 1232.87 ms
[2022-02-18 13:18:18 main:574] : INFO : Epoch 1981 | loss: 0.0311097 | val_loss: 0.0311327 | Time: 1168.44 ms
[2022-02-18 13:18:19 main:574] : INFO : Epoch 1982 | loss: 0.0311096 | val_loss: 0.0311375 | Time: 1166.78 ms
[2022-02-18 13:18:20 main:574] : INFO : Epoch 1983 | loss: 0.031113 | val_loss: 0.0311515 | Time: 1169.12 ms
[2022-02-18 13:18:21 main:574] : INFO : Epoch 1984 | loss: 0.0311154 | val_loss: 0.0311318 | Time: 1167.33 ms
[2022-02-18 13:18:22 main:574] : INFO : Epoch 1985 | loss: 0.0311229 | val_loss: 0.0311503 | Time: 1178.23 ms
[2022-02-18 13:18:24 main:574] : INFO : Epoch 1986 | loss: 0.0311506 | val_loss: 0.0313772 | Time: 1247.76 ms
[2022-02-18 13:18:25 main:574] : INFO : Epoch 1987 | loss: 0.0361038 | val_loss: 0.0326964 | Time: 1250.94 ms
[2022-02-18 13:18:26 main:574] : INFO : Epoch 1988 | loss: 0.0643217 | val_loss: 0.0380348 | Time: 1236.27 ms
[2022-02-18 13:18:27 main:574] : INFO : Epoch 1989 | loss: 0.0377222 | val_loss: 0.0338681 | Time: 1188.79 ms
[2022-02-18 13:18:29 main:574] : INFO : Epoch 1990 | loss: 0.0323549 | val_loss: 0.0313266 | Time: 1169.26 ms
[2022-02-18 13:18:30 main:574] : INFO : Epoch 1991 | loss: 0.0313956 | val_loss: 0.0313034 | Time: 1172.08 ms
[2022-02-18 13:18:31 main:574] : INFO : Epoch 1992 | loss: 0.0312633 | val_loss: 0.031237 | Time: 1171.85 ms
[2022-02-18 13:18:32 main:574] : INFO : Epoch 1993 | loss: 0.0312322 | val_loss: 0.0312256 | Time: 1172.52 ms
[2022-02-18 13:18:33 main:574] : INFO : Epoch 1994 | loss: 0.0312255 | val_loss: 0.0312225 | Time: 1168.7 ms
[2022-02-18 13:18:34 main:574] : INFO : Epoch 1995 | loss: 0.0312228 | val_loss: 0.0312275 | Time: 1169.4 ms
[2022-02-18 13:18:36 main:574] : INFO : Epoch 1996 | loss: 0.0312208 | val_loss: 0.0312186 | Time: 1172.09 ms
[2022-02-18 13:18:37 main:574] : INFO : Epoch 1997 | loss: 0.03122 | val_loss: 0.0312201 | Time: 1234.81 ms
[2022-02-18 13:18:38 main:574] : INFO : Epoch 1998 | loss: 0.0312184 | val_loss: 0.0312156 | Time: 1170.49 ms
[2022-02-18 13:18:39 main:574] : INFO : Epoch 1999 | loss: 0.0312173 | val_loss: 0.031215 | Time: 1171.99 ms
[2022-02-18 13:18:40 main:574] : INFO : Epoch 2000 | loss: 0.0312161 | val_loss: 0.0312137 | Time: 1172.33 ms
[2022-02-18 13:18:41 main:574] : INFO : Epoch 2001 | loss: 0.0312154 | val_loss: 0.0312141 | Time: 1167.96 ms
[2022-02-18 13:18:43 main:574] : INFO : Epoch 2002 | loss: 0.0312139 | val_loss: 0.0312117 | Time: 1168.77 ms
[2022-02-18 13:18:44 main:574] : INFO : Epoch 2003 | loss: 0.0312134 | val_loss: 0.0312182 | Time: 1170.89 ms
[2022-02-18 13:18:45 main:574] : INFO : Epoch 2004 | loss: 0.0312136 | val_loss: 0.0312119 | Time: 1173 ms
[2022-02-18 13:18:46 main:574] : INFO : Epoch 2005 | loss: 0.0312124 | val_loss: 0.0312089 | Time: 1198.83 ms
[2022-02-18 13:18:47 main:574] : INFO : Epoch 2006 | loss: 0.031214 | val_loss: 0.0312234 | Time: 1190.98 ms
[2022-02-18 13:18:49 main:574] : INFO : Epoch 2007 | loss: 0.0312122 | val_loss: 0.0312066 | Time: 1166.39 ms
[2022-02-18 13:18:50 main:574] : INFO : Epoch 2008 | loss: 0.0312084 | val_loss: 0.0312097 | Time: 1169.8 ms
[2022-02-18 13:18:51 main:574] : INFO : Epoch 2009 | loss: 0.0312132 | val_loss: 0.0312177 | Time: 1172.69 ms
[2022-02-18 13:18:52 main:574] : INFO : Epoch 2010 | loss: 0.0312133 | val_loss: 0.0312123 | Time: 1169.4 ms
[2022-02-18 13:18:53 main:574] : INFO : Epoch 2011 | loss: 0.0312072 | val_loss: 0.031205 | Time: 1169.73 ms
[2022-02-18 13:18:54 main:574] : INFO : Epoch 2012 | loss: 0.0312048 | val_loss: 0.0312003 | Time: 1168.55 ms
[2022-02-18 13:18:56 main:574] : INFO : Epoch 2013 | loss: 0.0312048 | val_loss: 0.0312005 | Time: 1168.04 ms
[2022-02-18 13:18:57 main:574] : INFO : Epoch 2014 | loss: 0.0312047 | val_loss: 0.0312003 | Time: 1237.62 ms
[2022-02-18 13:18:58 main:574] : INFO : Epoch 2015 | loss: 0.0312007 | val_loss: 0.0311965 | Time: 1170.67 ms
[2022-02-18 13:18:59 main:574] : INFO : Epoch 2016 | loss: 0.0311975 | val_loss: 0.0312002 | Time: 1164.38 ms
[2022-02-18 13:19:00 main:574] : INFO : Epoch 2017 | loss: 0.0311978 | val_loss: 0.0311983 | Time: 1173.59 ms
[2022-02-18 13:19:02 main:574] : INFO : Epoch 2018 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 1166.1 ms
[2022-02-18 13:19:03 main:574] : INFO : Epoch 2019 | loss: 0.0311952 | val_loss: 0.031189 | Time: 1168.03 ms
[2022-02-18 13:19:04 main:574] : INFO : Epoch 2020 | loss: 0.0311889 | val_loss: 0.0311867 | Time: 1164.84 ms
[2022-02-18 13:19:05 main:574] : INFO : Epoch 2021 | loss: 0.031189 | val_loss: 0.0311837 | Time: 1168.4 ms
[2022-02-18 13:19:06 main:574] : INFO : Epoch 2022 | loss: 0.031185 | val_loss: 0.0311846 | Time: 1208.84 ms
[2022-02-18 13:19:07 main:574] : INFO : Epoch 2023 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 1205.12 ms
[2022-02-18 13:19:09 main:574] : INFO : Epoch 2024 | loss: 0.0311813 | val_loss: 0.0311787 | Time: 1167.93 ms
[2022-02-18 13:19:10 main:574] : INFO : Epoch 2025 | loss: 0.0311793 | val_loss: 0.0311768 | Time: 1165.12 ms
[2022-02-18 13:19:11 main:574] : INFO : Epoch 2026 | loss: 0.0311775 | val_loss: 0.0311864 | Time: 1168.15 ms
[2022-02-18 13:19:12 main:574] : INFO : Epoch 2027 | loss: 0.0311763 | val_loss: 0.0311751 | Time: 1174.02 ms
[2022-02-18 13:19:13 main:574] : INFO : Epoch 2028 | loss: 0.0311755 | val_loss: 0.0311733 | Time: 1169.91 ms
[2022-02-18 13:19:14 main:574] : INFO : Epoch 2029 | loss: 0.0311722 | val_loss: 0.0311744 | Time: 1170.6 ms
[2022-02-18 13:19:16 main:574] : INFO : Epoch 2030 | loss: 0.031176 | val_loss: 0.031199 | Time: 1168.48 ms
[2022-02-18 13:19:17 main:574] : INFO : Epoch 2031 | loss: 0.0311785 | val_loss: 0.0311726 | Time: 1239.17 ms
[2022-02-18 13:19:18 main:574] : INFO : Epoch 2032 | loss: 0.0311775 | val_loss: 0.0311758 | Time: 1171.12 ms
[2022-02-18 13:19:19 main:574] : INFO : Epoch 2033 | loss: 0.0311639 | val_loss: 0.0311633 | Time: 1174 ms
[2022-02-18 13:19:20 main:574] : INFO : Epoch 2034 | loss: 0.0311622 | val_loss: 0.0311612 | Time: 1173.65 ms
[2022-02-18 13:19:22 main:574] : INFO : Epoch 2035 | loss: 0.0311587 | val_loss: 0.0311609 | Time: 1173.35 ms
[2022-02-18 13:19:23 main:574] : INFO : Epoch 2036 | loss: 0.0311614 | val_loss: 0.0311669 | Time: 1173.98 ms
[2022-02-18 13:19:24 main:574] : INFO : Epoch 2037 | loss: 0.0311608 | val_loss: 0.0311781 | Time: 1277.41 ms
[2022-02-18 13:19:25 main:574] : INFO : Epoch 2038 | loss: 0.0311595 | val_loss: 0.0311567 | Time: 1246.19 ms
[2022-02-18 13:19:27 main:574] : INFO : Epoch 2039 | loss: 0.0311606 | val_loss: 0.0311594 | Time: 1233.94 ms
[2022-02-18 13:19:28 main:574] : INFO : Epoch 2040 | loss: 0.031156 | val_loss: 0.0311551 | Time: 1176.07 ms
[2022-02-18 13:19:29 main:574] : INFO : Epoch 2041 | loss: 0.0311526 | val_loss: 0.0311578 | Time: 1168.7 ms
[2022-02-18 13:19:30 main:574] : INFO : Epoch 2042 | loss: 0.0311571 | val_loss: 0.0311544 | Time: 1169.89 ms
[2022-02-18 13:19:31 main:574] : INFO : Epoch 2043 | loss: 0.0311549 | val_loss: 0.031152 | Time: 1166.44 ms
[2022-02-18 13:19:32 main:574] : INFO : Epoch 2044 | loss: 0.0311529 | val_loss: 0.0311516 | Time: 1169.37 ms
[2022-02-18 13:19:34 main:574] : INFO : Epoch 2045 | loss: 0.0311528 | val_loss: 0.031152 | Time: 1167.5 ms
[2022-02-18 13:19:35 main:574] : INFO : Epoch 2046 | loss: 0.0311522 | val_loss: 0.0311632 | Time: 1165.68 ms
[2022-02-18 13:19:36 main:574] : INFO : Epoch 2047 | loss: 0.0311545 | val_loss: 0.0311501 | Time: 1172.92 ms
[2022-02-18 13:19:37 main:574] : INFO : Epoch 2048 | loss: 0.0311501 | val_loss: 0.0311545 | Time: 1231.17 ms
[2022-02-18 13:19:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311545
[2022-02-18 13:19:37 main:603] : INFO : Saving end state to config to file
[2022-02-18 13:19:37 main:608] : INFO : Success, exiting..
13:19:37 (4216): 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)