Task 14622115
| Name | ParityModified-1647046815-21403-3-0_1 |
| Workunit | 11244463 |
| Created | 15 Apr 2022, 23:47:24 UTC |
| Sent | 15 Apr 2022, 23:47:38 UTC |
| Report deadline | 23 Apr 2022, 23:47:38 UTC |
| Received | 16 Apr 2022, 0:33:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 45 min 1 sec |
| CPU time | 42 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,317.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311023 | val_loss: 0.0311567 | Time: 1227.83 ms
[2022-04-15 17:21:43 main:574] : INFO : Epoch 1543 | loss: 0.0311032 | val_loss: 0.0311584 | Time: 1242.13 ms
[2022-04-15 17:21:44 main:574] : INFO : Epoch 1544 | loss: 0.0311026 | val_loss: 0.0311608 | Time: 1225.58 ms
[2022-04-15 17:21:45 main:574] : INFO : Epoch 1545 | loss: 0.0311036 | val_loss: 0.0311556 | Time: 1237.37 ms
[2022-04-15 17:21:47 main:574] : INFO : Epoch 1546 | loss: 0.0311005 | val_loss: 0.0311543 | Time: 1225.15 ms
[2022-04-15 17:21:48 main:574] : INFO : Epoch 1547 | loss: 0.031102 | val_loss: 0.0311654 | Time: 1244.52 ms
[2022-04-15 17:21:49 main:574] : INFO : Epoch 1548 | loss: 0.0311023 | val_loss: 0.031159 | Time: 1232.18 ms
[2022-04-15 17:21:51 main:574] : INFO : Epoch 1549 | loss: 0.0311002 | val_loss: 0.0311573 | Time: 1249.84 ms
[2022-04-15 17:21:52 main:574] : INFO : Epoch 1550 | loss: 0.0310992 | val_loss: 0.0311587 | Time: 1237.56 ms
[2022-04-15 17:21:53 main:574] : INFO : Epoch 1551 | loss: 0.0311009 | val_loss: 0.0311574 | Time: 1246.41 ms
[2022-04-15 17:21:55 main:574] : INFO : Epoch 1552 | loss: 0.0311007 | val_loss: 0.0311559 | Time: 1246.13 ms
[2022-04-15 17:21:56 main:574] : INFO : Epoch 1553 | loss: 0.0310996 | val_loss: 0.0311538 | Time: 1232.27 ms
[2022-04-15 17:21:57 main:574] : INFO : Epoch 1554 | loss: 0.0311001 | val_loss: 0.0311547 | Time: 1227.79 ms
[2022-04-15 17:21:59 main:574] : INFO : Epoch 1555 | loss: 0.0311013 | val_loss: 0.0311662 | Time: 1175.28 ms
[2022-04-15 17:22:00 main:574] : INFO : Epoch 1556 | loss: 0.0311027 | val_loss: 0.0311607 | Time: 1223.53 ms
[2022-04-15 17:22:01 main:574] : INFO : Epoch 1557 | loss: 0.0311004 | val_loss: 0.0311561 | Time: 1238.93 ms
[2022-04-15 17:22:03 main:574] : INFO : Epoch 1558 | loss: 0.0311013 | val_loss: 0.0311642 | Time: 1230.08 ms
[2022-04-15 17:22:04 main:574] : INFO : Epoch 1559 | loss: 0.0311014 | val_loss: 0.0311581 | Time: 1244.1 ms
[2022-04-15 17:22:05 main:574] : INFO : Epoch 1560 | loss: 0.0311019 | val_loss: 0.0311557 | Time: 1230.66 ms
[2022-04-15 17:22:06 main:574] : INFO : Epoch 1561 | loss: 0.0311027 | val_loss: 0.0311685 | Time: 1239.89 ms
[2022-04-15 17:22:08 main:574] : INFO : Epoch 1562 | loss: 0.0311039 | val_loss: 0.0311624 | Time: 1228.74 ms
[2022-04-15 17:22:09 main:574] : INFO : Epoch 1563 | loss: 0.0311032 | val_loss: 0.0311565 | Time: 1247.73 ms
[2022-04-15 17:22:10 main:574] : INFO : Epoch 1564 | loss: 0.0310999 | val_loss: 0.0311615 | Time: 1231.28 ms
[2022-04-15 17:22:12 main:574] : INFO : Epoch 1565 | loss: 0.0310981 | val_loss: 0.031161 | Time: 1235.96 ms
[2022-04-15 17:22:13 main:574] : INFO : Epoch 1566 | loss: 0.0310975 | val_loss: 0.0311553 | Time: 1240.56 ms
[2022-04-15 17:22:14 main:574] : INFO : Epoch 1567 | loss: 0.0310959 | val_loss: 0.0311613 | Time: 1233.19 ms
[2022-04-15 17:22:16 main:574] : INFO : Epoch 1568 | loss: 0.0310984 | val_loss: 0.0311608 | Time: 1229.47 ms
[2022-04-15 17:22:17 main:574] : INFO : Epoch 1569 | loss: 0.0310995 | val_loss: 0.0311548 | Time: 1235.08 ms
[2022-04-15 17:22:18 main:574] : INFO : Epoch 1570 | loss: 0.0311073 | val_loss: 0.0311553 | Time: 1237.88 ms
[2022-04-15 17:22:20 main:574] : INFO : Epoch 1571 | loss: 0.0311028 | val_loss: 0.0311626 | Time: 1243.74 ms
[2022-04-15 17:22:21 main:574] : INFO : Epoch 1572 | loss: 0.0311025 | val_loss: 0.0311578 | Time: 1229.84 ms
[2022-04-15 17:22:22 main:574] : INFO : Epoch 1573 | loss: 0.0311037 | val_loss: 0.0311586 | Time: 1240.6 ms
[2022-04-15 17:22:24 main:574] : INFO : Epoch 1574 | loss: 0.0311027 | val_loss: 0.0311596 | Time: 1235.99 ms
[2022-04-15 17:22:25 main:574] : INFO : Epoch 1575 | loss: 0.0311016 | val_loss: 0.0311564 | Time: 1246.52 ms
[2022-04-15 17:22:26 main:574] : INFO : Epoch 1576 | loss: 0.0311 | val_loss: 0.0311564 | Time: 1233.65 ms
[2022-04-15 17:22:28 main:574] : INFO : Epoch 1577 | loss: 0.0311014 | val_loss: 0.0311608 | Time: 1235.86 ms
[2022-04-15 17:22:29 main:574] : INFO : Epoch 1578 | loss: 0.0311035 | val_loss: 0.0311656 | Time: 1151.02 ms
[2022-04-15 17:22:30 main:574] : INFO : Epoch 1579 | loss: 0.0311056 | val_loss: 0.0311547 | Time: 1223.18 ms
[2022-04-15 17:22:31 main:574] : INFO : Epoch 1580 | loss: 0.0311024 | val_loss: 0.0311581 | Time: 1245.78 ms
[2022-04-15 17:22:33 main:574] : INFO : Epoch 1581 | loss: 0.0310994 | val_loss: 0.0311538 | Time: 1237.48 ms
[2022-04-15 17:22:34 main:574] : INFO : Epoch 1582 | loss: 0.0311034 | val_loss: 0.031154 | Time: 1237.09 ms
[2022-04-15 17:22:35 main:574] : INFO : Epoch 1583 | loss: 0.0311083 | val_loss: 0.031156 | Time: 1236.3 ms
[2022-04-15 17:22:37 main:574] : INFO : Epoch 1584 | loss: 0.0311068 | val_loss: 0.0311604 | Time: 1228.11 ms
[2022-04-15 17:22:38 main:574] : INFO : Epoch 1585 | loss: 0.0311039 | val_loss: 0.0311547 | Time: 1232.86 ms
[2022-04-15 17:22:39 main:574] : INFO : Epoch 1586 | loss: 0.0311027 | val_loss: 0.031168 | Time: 1243.07 ms
[2022-04-15 17:22:41 main:574] : INFO : Epoch 1587 | loss: 0.0311044 | val_loss: 0.0311668 | Time: 1238.62 ms
[2022-04-15 17:22:42 main:574] : INFO : Epoch 1588 | loss: 0.0311061 | val_loss: 0.031146 | Time: 1230 ms
[2022-04-15 17:22:43 main:574] : INFO : Epoch 1589 | loss: 0.0311278 | val_loss: 0.0311522 | Time: 1239.27 ms
[2022-04-15 17:22:45 main:574] : INFO : Epoch 1590 | loss: 0.031124 | val_loss: 0.0311516 | Time: 1238.98 ms
[2022-04-15 17:22:46 main:574] : INFO : Epoch 1591 | loss: 0.0311249 | val_loss: 0.0311521 | Time: 1240.28 ms
[2022-04-15 17:22:47 main:574] : INFO : Epoch 1592 | loss: 0.0311252 | val_loss: 0.0311572 | Time: 1235.65 ms
[2022-04-15 17:22:49 main:574] : INFO : Epoch 1593 | loss: 0.0311254 | val_loss: 0.0311546 | Time: 1241.95 ms
[2022-04-15 17:22:50 main:574] : INFO : Epoch 1594 | loss: 0.0311216 | val_loss: 0.0311507 | Time: 1247.63 ms
[2022-04-15 17:22:51 main:574] : INFO : Epoch 1595 | loss: 0.0311177 | val_loss: 0.0311522 | Time: 1250.9 ms
[2022-04-15 17:22:52 main:574] : INFO : Epoch 1596 | loss: 0.0311139 | val_loss: 0.0311561 | Time: 1245.74 ms
[2022-04-15 17:22:54 main:574] : INFO : Epoch 1597 | loss: 0.031113 | val_loss: 0.031146 | Time: 1241.38 ms
[2022-04-15 17:22:55 main:574] : INFO : Epoch 1598 | loss: 0.0311133 | val_loss: 0.0311539 | Time: 1249.51 ms
[2022-04-15 17:22:56 main:574] : INFO : Epoch 1599 | loss: 0.0311229 | val_loss: 0.031158 | Time: 1235.91 ms
[2022-04-15 17:22:58 main:574] : INFO : Epoch 1600 | loss: 0.0311228 | val_loss: 0.0311545 | Time: 1239.29 ms
[2022-04-15 17:22:59 main:574] : INFO : Epoch 1601 | loss: 0.0311203 | val_loss: 0.0311572 | Time: 1141.41 ms
[2022-04-15 17:23:00 main:574] : INFO : Epoch 1602 | loss: 0.0311156 | val_loss: 0.0311537 | Time: 1245.78 ms
[2022-04-15 17:23:02 main:574] : INFO : Epoch 1603 | loss: 0.0311117 | val_loss: 0.0311553 | Time: 1231.84 ms
[2022-04-15 17:23:03 main:574] : INFO : Epoch 1604 | loss: 0.0311126 | val_loss: 0.0311598 | Time: 1232.83 ms
[2022-04-15 17:23:04 main:574] : INFO : Epoch 1605 | loss: 0.0311143 | val_loss: 0.0311515 | Time: 1256.38 ms
[2022-04-15 17:23:06 main:574] : INFO : Epoch 1606 | loss: 0.0311126 | val_loss: 0.0311551 | Time: 1247.08 ms
[2022-04-15 17:23:07 main:574] : INFO : Epoch 1607 | loss: 0.0311091 | val_loss: 0.0311542 | Time: 1246.21 ms
[2022-04-15 17:23:08 main:574] : INFO : Epoch 1608 | loss: 0.0311075 | val_loss: 0.0311496 | Time: 1237.31 ms
[2022-04-15 17:23:10 main:574] : INFO : Epoch 1609 | loss: 0.0311063 | val_loss: 0.031148 | Time: 1254.11 ms
[2022-04-15 17:23:11 main:574] : INFO : Epoch 1610 | loss: 0.031103 | val_loss: 0.0311573 | Time: 1229.06 ms
[2022-04-15 17:23:12 main:574] : INFO : Epoch 1611 | loss: 0.031101 | val_loss: 0.0311614 | Time: 1236.41 ms
[2022-04-15 17:23:14 main:574] : INFO : Epoch 1612 | loss: 0.0311005 | val_loss: 0.0311559 | Time: 1229.94 ms
[2022-04-15 17:23:15 main:574] : INFO : Epoch 1613 | loss: 0.031098 | val_loss: 0.031153 | Time: 1248.34 ms
[2022-04-15 17:23:16 main:574] : INFO : Epoch 1614 | loss: 0.0310976 | val_loss: 0.0311572 | Time: 1237.06 ms
[2022-04-15 17:23:18 main:574] : INFO : Epoch 1615 | loss: 0.0310976 | val_loss: 0.0311587 | Time: 1238.07 ms
[2022-04-15 17:23:19 main:574] : INFO : Epoch 1616 | loss: 0.0310962 | val_loss: 0.0311624 | Time: 1233.14 ms
[2022-04-15 17:23:20 main:574] : INFO : Epoch 1617 | loss: 0.0310943 | val_loss: 0.0311599 | Time: 1244.25 ms
[2022-04-15 17:23:22 main:574] : INFO : Epoch 1618 | loss: 0.0310953 | val_loss: 0.0311615 | Time: 1242.06 ms
[2022-04-15 17:23:23 main:574] : INFO : Epoch 1619 | loss: 0.0310987 | val_loss: 0.0311608 | Time: 1238.95 ms
[2022-04-15 17:23:24 main:574] : INFO : Epoch 1620 | loss: 0.0310967 | val_loss: 0.0311595 | Time: 1233.44 ms
[2022-04-15 17:23:26 main:574] : INFO : Epoch 1621 | loss: 0.0310957 | val_loss: 0.0311527 | Time: 1241.22 ms
[2022-04-15 17:23:27 main:574] : INFO : Epoch 1622 | loss: 0.0310948 | val_loss: 0.0311607 | Time: 1233.7 ms
[2022-04-15 17:23:28 main:574] : INFO : Epoch 1623 | loss: 0.0310946 | val_loss: 0.0311577 | Time: 1223.57 ms
[2022-04-15 17:23:29 main:574] : INFO : Epoch 1624 | loss: 0.0310969 | val_loss: 0.0311574 | Time: 1154.78 ms
[2022-04-15 17:23:31 main:574] : INFO : Epoch 1625 | loss: 0.0310949 | val_loss: 0.0311466 | Time: 1238.98 ms
[2022-04-15 17:23:32 main:574] : INFO : Epoch 1626 | loss: 0.0310957 | val_loss: 0.0311622 | Time: 1227.92 ms
[2022-04-15 17:23:33 main:574] : INFO : Epoch 1627 | loss: 0.0311543 | val_loss: 0.0312037 | Time: 1225.6 ms
[2022-04-15 17:23:35 main:574] : INFO : Epoch 1628 | loss: 0.0313411 | val_loss: 0.0312194 | Time: 1227.86 ms
[2022-04-15 17:23:36 main:574] : INFO : Epoch 1629 | loss: 0.0311637 | val_loss: 0.0311766 | Time: 1237.66 ms
[2022-04-15 17:23:37 main:574] : INFO : Epoch 1630 | loss: 0.0311076 | val_loss: 0.0311551 | Time: 1239.61 ms
[2022-04-15 17:23:39 main:574] : INFO : Epoch 1631 | loss: 0.0310986 | val_loss: 0.0311479 | Time: 1237.74 ms
[2022-04-15 17:23:40 main:574] : INFO : Epoch 1632 | loss: 0.0311049 | val_loss: 0.0311539 | Time: 1223.63 ms
[2022-04-15 17:23:41 main:574] : INFO : Epoch 1633 | loss: 0.0311004 | val_loss: 0.0311526 | Time: 1237.11 ms
[2022-04-15 17:23:43 main:574] : INFO : Epoch 1634 | loss: 0.0310978 | val_loss: 0.0311519 | Time: 1231.8 ms
[2022-04-15 17:23:44 main:574] : INFO : Epoch 1635 | loss: 0.0310982 | val_loss: 0.0311534 | Time: 1232.15 ms
[2022-04-15 17:23:45 main:574] : INFO : Epoch 1636 | loss: 0.0310974 | val_loss: 0.0311525 | Time: 1236.78 ms
[2022-04-15 17:23:46 main:574] : INFO : Epoch 1637 | loss: 0.0310951 | val_loss: 0.0311517 | Time: 1237.85 ms
[2022-04-15 17:23:48 main:574] : INFO : Epoch 1638 | loss: 0.0310953 | val_loss: 0.0311508 | Time: 1229.66 ms
[2022-04-15 17:23:49 main:574] : INFO : Epoch 1639 | loss: 0.0310939 | val_loss: 0.0311559 | Time: 1230.9 ms
[2022-04-15 17:23:50 main:574] : INFO : Epoch 1640 | loss: 0.0310945 | val_loss: 0.0311465 | Time: 1239.11 ms
[2022-04-15 17:23:52 main:574] : INFO : Epoch 1641 | loss: 0.0310953 | val_loss: 0.0311479 | Time: 1245.64 ms
[2022-04-15 17:23:53 main:574] : INFO : Epoch 1642 | loss: 0.0311022 | val_loss: 0.031153 | Time: 1241.42 ms
[2022-04-15 17:23:54 main:574] : INFO : Epoch 1643 | loss: 0.0311059 | val_loss: 0.0311503 | Time: 1230.17 ms
[2022-04-15 17:23:56 main:574] : INFO : Epoch 1644 | loss: 0.0311094 | val_loss: 0.0311507 | Time: 1226.79 ms
[2022-04-15 17:23:57 main:574] : INFO : Epoch 1645 | loss: 0.0311061 | val_loss: 0.0311519 | Time: 1234.06 ms
[2022-04-15 17:23:58 main:574] : INFO : Epoch 1646 | loss: 0.0311011 | val_loss: 0.0311466 | Time: 1197.7 ms
[2022-04-15 17:24:00 main:574] : INFO : Epoch 1647 | loss: 0.0310961 | val_loss: 0.0311554 | Time: 1180.01 ms
[2022-04-15 17:24:01 main:574] : INFO : Epoch 1648 | loss: 0.031097 | val_loss: 0.0311576 | Time: 1234.16 ms
[2022-04-15 17:24:02 main:574] : INFO : Epoch 1649 | loss: 0.0310951 | val_loss: 0.0311486 | Time: 1227.61 ms
[2022-04-15 17:24:04 main:574] : INFO : Epoch 1650 | loss: 0.0310937 | val_loss: 0.0311471 | Time: 1240.3 ms
[2022-04-15 17:24:05 main:574] : INFO : Epoch 1651 | loss: 0.0310928 | val_loss: 0.031156 | Time: 1227.03 ms
[2022-04-15 17:24:06 main:574] : INFO : Epoch 1652 | loss: 0.0310918 | val_loss: 0.031148 | Time: 1233.94 ms
[2022-04-15 17:24:07 main:574] : INFO : Epoch 1653 | loss: 0.0310893 | val_loss: 0.0311473 | Time: 1237.66 ms
[2022-04-15 17:24:09 main:574] : INFO : Epoch 1654 | loss: 0.0310881 | val_loss: 0.0311554 | Time: 1227.99 ms
[2022-04-15 17:24:10 main:574] : INFO : Epoch 1655 | loss: 0.0310902 | val_loss: 0.03115 | Time: 1229.23 ms
[2022-04-15 17:24:11 main:574] : INFO : Epoch 1656 | loss: 0.0310874 | val_loss: 0.0311668 | Time: 1240.07 ms
[2022-04-15 17:24:13 main:574] : INFO : Epoch 1657 | loss: 0.0310887 | val_loss: 0.0311574 | Time: 1237.31 ms
[2022-04-15 17:24:14 main:574] : INFO : Epoch 1658 | loss: 0.0310951 | val_loss: 0.0311521 | Time: 1229.65 ms
[2022-04-15 17:24:15 main:574] : INFO : Epoch 1659 | loss: 0.031102 | val_loss: 0.0311567 | Time: 1242.97 ms
[2022-04-15 17:24:17 main:574] : INFO : Epoch 1660 | loss: 0.0311022 | val_loss: 0.031149 | Time: 1244.65 ms
[2022-04-15 17:24:18 main:574] : INFO : Epoch 1661 | loss: 0.0311021 | val_loss: 0.0311493 | Time: 1229.26 ms
[2022-04-15 17:24:19 main:574] : INFO : Epoch 1662 | loss: 0.0311022 | val_loss: 0.0311513 | Time: 1235.58 ms
[2022-04-15 17:24:21 main:574] : INFO : Epoch 1663 | loss: 0.0310995 | val_loss: 0.0311571 | Time: 1252.33 ms
[2022-04-15 17:24:22 main:574] : INFO : Epoch 1664 | loss: 0.0310967 | val_loss: 0.0311529 | Time: 1244.58 ms
[2022-04-15 17:24:23 main:574] : INFO : Epoch 1665 | loss: 0.0310971 | val_loss: 0.0311481 | Time: 1230.91 ms
[2022-04-15 17:24:25 main:574] : INFO : Epoch 1666 | loss: 0.031092 | val_loss: 0.0311463 | Time: 1233.96 ms
[2022-04-15 17:24:26 main:574] : INFO : Epoch 1667 | loss: 0.0310898 | val_loss: 0.0311602 | Time: 1228.55 ms
[2022-04-15 17:24:27 main:574] : INFO : Epoch 1668 | loss: 0.0310944 | val_loss: 0.0311615 | Time: 1229.79 ms
[2022-04-15 17:24:28 main:574] : INFO : Epoch 1669 | loss: 0.0310968 | val_loss: 0.0311519 | Time: 1184.93 ms
[2022-04-15 17:24:30 main:574] : INFO : Epoch 1670 | loss: 0.031094 | val_loss: 0.0311527 | Time: 1178.11 ms
[2022-04-15 17:24:31 main:574] : INFO : Epoch 1671 | loss: 0.0310968 | val_loss: 0.0311554 | Time: 1235.9 ms
[2022-04-15 17:24:32 main:574] : INFO : Epoch 1672 | loss: 0.0310971 | val_loss: 0.0311561 | Time: 1229.77 ms
[2022-04-15 17:24:34 main:574] : INFO : Epoch 1673 | loss: 0.0310944 | val_loss: 0.0311475 | Time: 1230.76 ms
[2022-04-15 17:24:35 main:574] : INFO : Epoch 1674 | loss: 0.031094 | val_loss: 0.0311496 | Time: 1234.01 ms
[2022-04-15 17:24:36 main:574] : INFO : Epoch 1675 | loss: 0.0310912 | val_loss: 0.0311445 | Time: 1246.76 ms
[2022-04-15 17:24:38 main:574] : INFO : Epoch 1676 | loss: 0.0310914 | val_loss: 0.0311508 | Time: 1238.33 ms
[2022-04-15 17:24:39 main:574] : INFO : Epoch 1677 | loss: 0.0310891 | val_loss: 0.0311503 | Time: 1249.23 ms
[2022-04-15 17:24:40 main:574] : INFO : Epoch 1678 | loss: 0.0310867 | val_loss: 0.0311514 | Time: 1234.11 ms
[2022-04-15 17:24:42 main:574] : INFO : Epoch 1679 | loss: 0.031086 | val_loss: 0.031152 | Time: 1247.37 ms
[2022-04-15 17:24:43 main:574] : INFO : Epoch 1680 | loss: 0.0310878 | val_loss: 0.0311486 | Time: 1233.26 ms
[2022-04-15 17:24:44 main:574] : INFO : Epoch 1681 | loss: 0.0310917 | val_loss: 0.031153 | Time: 1242.65 ms
[2022-04-15 17:24:46 main:574] : INFO : Epoch 1682 | loss: 0.0310938 | val_loss: 0.0311507 | Time: 1232.91 ms
[2022-04-15 17:24:47 main:574] : INFO : Epoch 1683 | loss: 0.0310934 | val_loss: 0.0311594 | Time: 1244.97 ms
[2022-04-15 17:24:48 main:574] : INFO : Epoch 1684 | loss: 0.0310938 | val_loss: 0.0311547 | Time: 1238.85 ms
[2022-04-15 17:24:50 main:574] : INFO : Epoch 1685 | loss: 0.0310919 | val_loss: 0.0311559 | Time: 1246.13 ms
[2022-04-15 17:24:51 main:574] : INFO : Epoch 1686 | loss: 0.0310901 | val_loss: 0.0311616 | Time: 1234.06 ms
[2022-04-15 17:24:52 main:574] : INFO : Epoch 1687 | loss: 0.0310918 | val_loss: 0.0311534 | Time: 1235.59 ms
[2022-04-15 17:24:53 main:574] : INFO : Epoch 1688 | loss: 0.0310902 | val_loss: 0.0311427 | Time: 1234.97 ms
[2022-04-15 17:24:55 main:574] : INFO : Epoch 1689 | loss: 0.0310959 | val_loss: 0.0311504 | Time: 1234.94 ms
[2022-04-15 17:24:56 main:574] : INFO : Epoch 1690 | loss: 0.031093 | val_loss: 0.0311498 | Time: 1239.59 ms
[2022-04-15 17:24:57 main:574] : INFO : Epoch 1691 | loss: 0.0310923 | val_loss: 0.0311495 | Time: 1240.97 ms
[2022-04-15 17:24:59 main:574] : INFO : Epoch 1692 | loss: 0.0310915 | val_loss: 0.0311541 | Time: 1167.89 ms
[2022-04-15 17:25:00 main:574] : INFO : Epoch 1693 | loss: 0.0310875 | val_loss: 0.0311561 | Time: 1217.36 ms
[2022-04-15 17:25:01 main:574] : INFO : Epoch 1694 | loss: 0.0310866 | val_loss: 0.0311532 | Time: 1225.43 ms
[2022-04-15 17:25:03 main:574] : INFO : Epoch 1695 | loss: 0.0310856 | val_loss: 0.0311495 | Time: 1230.95 ms
[2022-04-15 17:25:04 main:574] : INFO : Epoch 1696 | loss: 0.0310828 | val_loss: 0.0311521 | Time: 1234.84 ms
[2022-04-15 17:25:05 main:574] : INFO : Epoch 1697 | loss: 0.0310833 | val_loss: 0.0311451 | Time: 1229.17 ms
[2022-04-15 17:25:07 main:574] : INFO : Epoch 1698 | loss: 0.0310838 | val_loss: 0.0311544 | Time: 1239.9 ms
[2022-04-15 17:25:08 main:574] : INFO : Epoch 1699 | loss: 0.0310841 | val_loss: 0.0311534 | Time: 1248.43 ms
[2022-04-15 17:25:09 main:574] : INFO : Epoch 1700 | loss: 0.0310828 | val_loss: 0.0311595 | Time: 1235.01 ms
[2022-04-15 17:25:10 main:574] : INFO : Epoch 1701 | loss: 0.031088 | val_loss: 0.0311566 | Time: 1236.32 ms
[2022-04-15 17:25:12 main:574] : INFO : Epoch 1702 | loss: 0.0310879 | val_loss: 0.0311592 | Time: 1233.98 ms
[2022-04-15 17:25:13 main:574] : INFO : Epoch 1703 | loss: 0.0310856 | val_loss: 0.0311508 | Time: 1247.67 ms
[2022-04-15 17:25:14 main:574] : INFO : Epoch 1704 | loss: 0.0310959 | val_loss: 0.0311537 | Time: 1224.89 ms
[2022-04-15 17:25:16 main:574] : INFO : Epoch 1705 | loss: 0.031094 | val_loss: 0.0311525 | Time: 1231.01 ms
[2022-04-15 17:25:17 main:574] : INFO : Epoch 1706 | loss: 0.0310899 | val_loss: 0.0311524 | Time: 1232.27 ms
[2022-04-15 17:25:18 main:574] : INFO : Epoch 1707 | loss: 0.0310868 | val_loss: 0.031149 | Time: 1233.95 ms
[2022-04-15 17:25:20 main:574] : INFO : Epoch 1708 | loss: 0.0310839 | val_loss: 0.0311487 | Time: 1239.62 ms
[2022-04-15 17:25:21 main:574] : INFO : Epoch 1709 | loss: 0.0310842 | val_loss: 0.0311471 | Time: 1230.89 ms
[2022-04-15 17:25:22 main:574] : INFO : Epoch 1710 | loss: 0.0310926 | val_loss: 0.0311553 | Time: 1231.87 ms
[2022-04-15 17:25:24 main:574] : INFO : Epoch 1711 | loss: 0.0310942 | val_loss: 0.0311532 | Time: 1228.36 ms
[2022-04-15 17:25:25 main:574] : INFO : Epoch 1712 | loss: 0.031096 | val_loss: 0.0311567 | Time: 1235.46 ms
[2022-04-15 17:25:26 main:574] : INFO : Epoch 1713 | loss: 0.0310941 | val_loss: 0.0311514 | Time: 1235.89 ms
[2022-04-15 17:25:28 main:574] : INFO : Epoch 1714 | loss: 0.0310916 | val_loss: 0.0311486 | Time: 1230.27 ms
[2022-04-15 17:25:29 main:574] : INFO : Epoch 1715 | loss: 0.0310944 | val_loss: 0.0311581 | Time: 1148.68 ms
[2022-04-15 17:25:30 main:574] : INFO : Epoch 1716 | loss: 0.0310966 | val_loss: 0.0311488 | Time: 1208.34 ms
[2022-04-15 17:25:31 main:574] : INFO : Epoch 1717 | loss: 0.0310947 | val_loss: 0.0311628 | Time: 1235.53 ms
[2022-04-15 17:25:33 main:574] : INFO : Epoch 1718 | loss: 0.0310919 | val_loss: 0.031156 | Time: 1237.07 ms
[2022-04-15 17:25:34 main:574] : INFO : Epoch 1719 | loss: 0.031087 | val_loss: 0.031156 | Time: 1232.9 ms
[2022-04-15 17:25:35 main:574] : INFO : Epoch 1720 | loss: 0.0310912 | val_loss: 0.0311537 | Time: 1220.22 ms
[2022-04-15 17:25:37 main:574] : INFO : Epoch 1721 | loss: 0.0311031 | val_loss: 0.0311518 | Time: 1229.94 ms
[2022-04-15 17:25:38 main:574] : INFO : Epoch 1722 | loss: 0.0310965 | val_loss: 0.0311494 | Time: 1226.98 ms
[2022-04-15 17:25:39 main:574] : INFO : Epoch 1723 | loss: 0.0310928 | val_loss: 0.0311495 | Time: 1244.99 ms
[2022-04-15 17:25:41 main:574] : INFO : Epoch 1724 | loss: 0.0311057 | val_loss: 0.0311418 | Time: 1227.74 ms
[2022-04-15 17:25:42 main:574] : INFO : Epoch 1725 | loss: 0.0311154 | val_loss: 0.0311384 | Time: 1235.3 ms
[2022-04-15 17:25:43 main:574] : INFO : Epoch 1726 | loss: 0.0311102 | val_loss: 0.0311448 | Time: 1246.85 ms
[2022-04-15 17:25:45 main:574] : INFO : Epoch 1727 | loss: 0.0311052 | val_loss: 0.0311467 | Time: 1243.5 ms
[2022-04-15 17:25:46 main:574] : INFO : Epoch 1728 | loss: 0.0311005 | val_loss: 0.0311448 | Time: 1232.86 ms
[2022-04-15 17:25:47 main:574] : INFO : Epoch 1729 | loss: 0.0310984 | val_loss: 0.0311476 | Time: 1232.77 ms
[2022-04-15 17:25:48 main:574] : INFO : Epoch 1730 | loss: 0.0311013 | val_loss: 0.0311492 | Time: 1236.51 ms
[2022-04-15 17:25:50 main:574] : INFO : Epoch 1731 | loss: 0.0310958 | val_loss: 0.0311499 | Time: 1242.37 ms
[2022-04-15 17:25:51 main:574] : INFO : Epoch 1732 | loss: 0.031095 | val_loss: 0.0311486 | Time: 1237.02 ms
[2022-04-15 17:25:52 main:574] : INFO : Epoch 1733 | loss: 0.0310924 | val_loss: 0.0311498 | Time: 1241.31 ms
[2022-04-15 17:25:54 main:574] : INFO : Epoch 1734 | loss: 0.0310923 | val_loss: 0.0311552 | Time: 1244.18 ms
[2022-04-15 17:25:55 main:574] : INFO : Epoch 1735 | loss: 0.0310901 | val_loss: 0.0311497 | Time: 1243.68 ms
[2022-04-15 17:25:56 main:574] : INFO : Epoch 1736 | loss: 0.0310905 | val_loss: 0.0311516 | Time: 1235.99 ms
[2022-04-15 17:25:58 main:574] : INFO : Epoch 1737 | loss: 0.0310928 | val_loss: 0.0311502 | Time: 1229.46 ms
[2022-04-15 17:25:59 main:574] : INFO : Epoch 1738 | loss: 0.0310913 | val_loss: 0.0311557 | Time: 1164.58 ms
[2022-04-15 17:26:00 main:574] : INFO : Epoch 1739 | loss: 0.0310933 | val_loss: 0.0311498 | Time: 1219.44 ms
[2022-04-15 17:26:02 main:574] : INFO : Epoch 1740 | loss: 0.0311004 | val_loss: 0.0311523 | Time: 1236.39 ms
[2022-04-15 17:26:03 main:574] : INFO : Epoch 1741 | loss: 0.0310973 | val_loss: 0.031147 | Time: 1238.86 ms
[2022-04-15 17:26:04 main:574] : INFO : Epoch 1742 | loss: 0.0310915 | val_loss: 0.031149 | Time: 1247.09 ms
[2022-04-15 17:26:06 main:574] : INFO : Epoch 1743 | loss: 0.0310897 | val_loss: 0.0311491 | Time: 1239.14 ms
[2022-04-15 17:26:07 main:574] : INFO : Epoch 1744 | loss: 0.0310893 | val_loss: 0.0311396 | Time: 1230.58 ms
[2022-04-15 17:26:08 main:574] : INFO : Epoch 1745 | loss: 0.0310868 | val_loss: 0.0311472 | Time: 1224.91 ms
[2022-04-15 17:26:09 main:574] : INFO : Epoch 1746 | loss: 0.0310876 | val_loss: 0.031144 | Time: 1233.76 ms
[2022-04-15 17:26:11 main:574] : INFO : Epoch 1747 | loss: 0.0310859 | val_loss: 0.0311476 | Time: 1231.88 ms
[2022-04-15 17:26:12 main:574] : INFO : Epoch 1748 | loss: 0.0310902 | val_loss: 0.0311412 | Time: 1238.88 ms
[2022-04-15 17:26:13 main:574] : INFO : Epoch 1749 | loss: 0.0310936 | val_loss: 0.0311555 | Time: 1231.33 ms
[2022-04-15 17:26:15 main:574] : INFO : Epoch 1750 | loss: 0.0310929 | val_loss: 0.0311486 | Time: 1241.99 ms
[2022-04-15 17:26:16 main:574] : INFO : Epoch 1751 | loss: 0.0310876 | val_loss: 0.0311597 | Time: 1231.32 ms
[2022-04-15 17:26:17 main:574] : INFO : Epoch 1752 | loss: 0.0310889 | val_loss: 0.0311501 | Time: 1231.12 ms
[2022-04-15 17:26:19 main:574] : INFO : Epoch 1753 | loss: 0.0310854 | val_loss: 0.0311443 | Time: 1225.96 ms
[2022-04-15 17:26:20 main:574] : INFO : Epoch 1754 | loss: 0.0310868 | val_loss: 0.0311461 | Time: 1242.41 ms
[2022-04-15 17:26:21 main:574] : INFO : Epoch 1755 | loss: 0.0310836 | val_loss: 0.0311462 | Time: 1230.13 ms
[2022-04-15 17:26:23 main:574] : INFO : Epoch 1756 | loss: 0.0310836 | val_loss: 0.0311453 | Time: 1234.3 ms
[2022-04-15 17:26:24 main:574] : INFO : Epoch 1757 | loss: 0.0310828 | val_loss: 0.0311493 | Time: 1240.29 ms
[2022-04-15 17:26:25 main:574] : INFO : Epoch 1758 | loss: 0.0310815 | val_loss: 0.0311577 | Time: 1238.21 ms
[2022-04-15 17:26:27 main:574] : INFO : Epoch 1759 | loss: 0.0310796 | val_loss: 0.03115 | Time: 1224.77 ms
[2022-04-15 17:26:28 main:574] : INFO : Epoch 1760 | loss: 0.0310772 | val_loss: 0.0311608 | Time: 1236.15 ms
[2022-04-15 17:26:29 main:574] : INFO : Epoch 1761 | loss: 0.0310772 | val_loss: 0.0311532 | Time: 1142.82 ms
[2022-04-15 17:26:30 main:574] : INFO : Epoch 1762 | loss: 0.0310783 | val_loss: 0.031155 | Time: 1234.89 ms
[2022-04-15 17:26:32 main:574] : INFO : Epoch 1763 | loss: 0.0310779 | val_loss: 0.0311575 | Time: 1222.78 ms
[2022-04-15 17:26:33 main:574] : INFO : Epoch 1764 | loss: 0.0310794 | val_loss: 0.0311498 | Time: 1226.64 ms
[2022-04-15 17:26:34 main:574] : INFO : Epoch 1765 | loss: 0.0310791 | val_loss: 0.0311596 | Time: 1238.54 ms
[2022-04-15 17:26:36 main:574] : INFO : Epoch 1766 | loss: 0.0310848 | val_loss: 0.031143 | Time: 1236 ms
[2022-04-15 17:26:37 main:574] : INFO : Epoch 1767 | loss: 0.0310959 | val_loss: 0.0311499 | Time: 1230.2 ms
[2022-04-15 17:26:38 main:574] : INFO : Epoch 1768 | loss: 0.0310946 | val_loss: 0.0311539 | Time: 1230.55 ms
[2022-04-15 17:26:40 main:574] : INFO : Epoch 1769 | loss: 0.0310962 | val_loss: 0.03115 | Time: 1229.35 ms
[2022-04-15 17:26:41 main:574] : INFO : Epoch 1770 | loss: 0.0310917 | val_loss: 0.0311571 | Time: 1229 ms
[2022-04-15 17:26:42 main:574] : INFO : Epoch 1771 | loss: 0.0310907 | val_loss: 0.0311629 | Time: 1237.49 ms
[2022-04-15 17:26:43 main:574] : INFO : Epoch 1772 | loss: 0.0310891 | val_loss: 0.0311596 | Time: 1231.61 ms
[2022-04-15 17:26:45 main:574] : INFO : Epoch 1773 | loss: 0.0310856 | val_loss: 0.0311541 | Time: 1244.43 ms
[2022-04-15 17:26:46 main:574] : INFO : Epoch 1774 | loss: 0.0310856 | val_loss: 0.0311612 | Time: 1231.61 ms
[2022-04-15 17:26:47 main:574] : INFO : Epoch 1775 | loss: 0.0310903 | val_loss: 0.031149 | Time: 1235.39 ms
[2022-04-15 17:26:49 main:574] : INFO : Epoch 1776 | loss: 0.0310954 | val_loss: 0.0311467 | Time: 1228.5 ms
[2022-04-15 17:26:50 main:574] : INFO : Epoch 1777 | loss: 0.0310931 | val_loss: 0.0311389 | Time: 1250.55 ms
[2022-04-15 17:26:51 main:574] : INFO : Epoch 1778 | loss: 0.0310972 | val_loss: 0.0311589 | Time: 1242.89 ms
[2022-04-15 17:26:53 main:574] : INFO : Epoch 1779 | loss: 0.0310945 | val_loss: 0.0311525 | Time: 1240.82 ms
[2022-04-15 17:26:54 main:574] : INFO : Epoch 1780 | loss: 0.0310919 | val_loss: 0.0311517 | Time: 1230.96 ms
[2022-04-15 17:26:55 main:574] : INFO : Epoch 1781 | loss: 0.0310881 | val_loss: 0.0311507 | Time: 1248.66 ms
[2022-04-15 17:26:57 main:574] : INFO : Epoch 1782 | loss: 0.0310871 | val_loss: 0.0311551 | Time: 1239.95 ms
[2022-04-15 17:26:58 main:574] : INFO : Epoch 1783 | loss: 0.0310829 | val_loss: 0.0311588 | Time: 1235.66 ms
[2022-04-15 17:26:59 main:574] : INFO : Epoch 1784 | loss: 0.0310826 | val_loss: 0.0311539 | Time: 1130.02 ms
[2022-04-15 17:27:01 main:574] : INFO : Epoch 1785 | loss: 0.0310808 | val_loss: 0.0311552 | Time: 1245.58 ms
[2022-04-15 17:27:02 main:574] : INFO : Epoch 1786 | loss: 0.0310783 | val_loss: 0.0311536 | Time: 1241.66 ms
[2022-04-15 17:27:03 main:574] : INFO : Epoch 1787 | loss: 0.0310771 | val_loss: 0.0311602 | Time: 1241.61 ms
[2022-04-15 17:27:04 main:574] : INFO : Epoch 1788 | loss: 0.0310791 | val_loss: 0.0311539 | Time: 1234.66 ms
[2022-04-15 17:27:06 main:574] : INFO : Epoch 1789 | loss: 0.0310753 | val_loss: 0.0311535 | Time: 1236.48 ms
[2022-04-15 17:27:07 main:574] : INFO : Epoch 1790 | loss: 0.0310737 | val_loss: 0.0311627 | Time: 1234.96 ms
[2022-04-15 17:27:08 main:574] : INFO : Epoch 1791 | loss: 0.0310759 | val_loss: 0.0311601 | Time: 1234.01 ms
[2022-04-15 17:27:10 main:574] : INFO : Epoch 1792 | loss: 0.0310784 | val_loss: 0.0311453 | Time: 1230.19 ms
[2022-04-15 17:27:11 main:574] : INFO : Epoch 1793 | loss: 0.0310771 | val_loss: 0.0311556 | Time: 1250.88 ms
[2022-04-15 17:27:12 main:574] : INFO : Epoch 1794 | loss: 0.0310749 | val_loss: 0.0311484 | Time: 1235.13 ms
[2022-04-15 17:27:14 main:574] : INFO : Epoch 1795 | loss: 0.0310766 | val_loss: 0.031154 | Time: 1241.57 ms
[2022-04-15 17:27:15 main:574] : INFO : Epoch 1796 | loss: 0.0310738 | val_loss: 0.0311497 | Time: 1237.68 ms
[2022-04-15 17:27:16 main:574] : INFO : Epoch 1797 | loss: 0.0310756 | val_loss: 0.0311488 | Time: 1243.97 ms
[2022-04-15 17:27:18 main:574] : INFO : Epoch 1798 | loss: 0.0310732 | val_loss: 0.0311593 | Time: 1231.56 ms
[2022-04-15 17:27:19 main:574] : INFO : Epoch 1799 | loss: 0.0310762 | val_loss: 0.0311494 | Time: 1243.1 ms
[2022-04-15 17:27:20 main:574] : INFO : Epoch 1800 | loss: 0.0310809 | val_loss: 0.0311547 | Time: 1237.91 ms
[2022-04-15 17:27:22 main:574] : INFO : Epoch 1801 | loss: 0.0310841 | val_loss: 0.0311647 | Time: 1234.57 ms
[2022-04-15 17:27:23 main:574] : INFO : Epoch 1802 | loss: 0.0310834 | val_loss: 0.0311518 | Time: 1227.23 ms
[2022-04-15 17:27:24 main:574] : INFO : Epoch 1803 | loss: 0.0310859 | val_loss: 0.0311535 | Time: 1231.64 ms
[2022-04-15 17:27:26 main:574] : INFO : Epoch 1804 | loss: 0.0310818 | val_loss: 0.0311591 | Time: 1232.26 ms
[2022-04-15 17:27:27 main:574] : INFO : Epoch 1805 | loss: 0.0310787 | val_loss: 0.0311623 | Time: 1232.55 ms
[2022-04-15 17:27:28 main:574] : INFO : Epoch 1806 | loss: 0.0310794 | val_loss: 0.0311461 | Time: 1238.6 ms
[2022-04-15 17:27:29 main:574] : INFO : Epoch 1807 | loss: 0.0310789 | val_loss: 0.0311486 | Time: 1154.23 ms
[2022-04-15 17:27:31 main:574] : INFO : Epoch 1808 | loss: 0.0310752 | val_loss: 0.031145 | Time: 1245.22 ms
[2022-04-15 17:27:32 main:574] : INFO : Epoch 1809 | loss: 0.0310914 | val_loss: 0.0311543 | Time: 1254.69 ms
[2022-04-15 17:27:33 main:574] : INFO : Epoch 1810 | loss: 0.0311274 | val_loss: 0.0311527 | Time: 1241.43 ms
[2022-04-15 17:27:35 main:574] : INFO : Epoch 1811 | loss: 0.0311291 | val_loss: 0.0311477 | Time: 1241.51 ms
[2022-04-15 17:27:36 main:574] : INFO : Epoch 1812 | loss: 0.0311194 | val_loss: 0.0311523 | Time: 1241.64 ms
[2022-04-15 17:27:37 main:574] : INFO : Epoch 1813 | loss: 0.0311102 | val_loss: 0.0311541 | Time: 1245.07 ms
[2022-04-15 17:27:39 main:574] : INFO : Epoch 1814 | loss: 0.031106 | val_loss: 0.0311447 | Time: 1228.46 ms
[2022-04-15 17:27:40 main:574] : INFO : Epoch 1815 | loss: 0.0311008 | val_loss: 0.0311487 | Time: 1225.35 ms
[2022-04-15 17:27:41 main:574] : INFO : Epoch 1816 | loss: 0.0311015 | val_loss: 0.0311472 | Time: 1249.72 ms
[2022-04-15 17:27:43 main:574] : INFO : Epoch 1817 | loss: 0.031097 | val_loss: 0.0311538 | Time: 1234.52 ms
[2022-04-15 17:27:44 main:574] : INFO : Epoch 1818 | loss: 0.0310951 | val_loss: 0.031157 | Time: 1237.41 ms
[2022-04-15 17:27:45 main:574] : INFO : Epoch 1819 | loss: 0.031102 | val_loss: 0.0311442 | Time: 1236.44 ms
[2022-04-15 17:27:47 main:574] : INFO : Epoch 1820 | loss: 0.0311018 | val_loss: 0.0311456 | Time: 1255.51 ms
[2022-04-15 17:27:48 main:574] : INFO : Epoch 1821 | loss: 0.0310968 | val_loss: 0.0311461 | Time: 1233.39 ms
[2022-04-15 17:27:49 main:574] : INFO : Epoch 1822 | loss: 0.0310946 | val_loss: 0.0311539 | Time: 1237.26 ms
[2022-04-15 17:27:51 main:574] : INFO : Epoch 1823 | loss: 0.0310946 | val_loss: 0.0311516 | Time: 1245.61 ms
[2022-04-15 17:27:52 main:574] : INFO : Epoch 1824 | loss: 0.0310967 | val_loss: 0.031147 | Time: 1233.73 ms
[2022-04-15 17:27:53 main:574] : INFO : Epoch 1825 | loss: 0.0310937 | val_loss: 0.0311619 | Time: 1235.22 ms
[2022-04-15 17:27:55 main:574] : INFO : Epoch 1826 | loss: 0.0310965 | val_loss: 0.0311536 | Time: 1239.87 ms
[2022-04-15 17:27:56 main:574] : INFO : Epoch 1827 | loss: 0.0311011 | val_loss: 0.0311488 | Time: 1244.31 ms
[2022-04-15 17:27:57 main:574] : INFO : Epoch 1828 | loss: 0.0311099 | val_loss: 0.0311501 | Time: 1227.9 ms
[2022-04-15 17:27:58 main:574] : INFO : Epoch 1829 | loss: 0.0311091 | val_loss: 0.0311463 | Time: 1206.05 ms
[2022-04-15 17:28:00 main:574] : INFO : Epoch 1830 | loss: 0.0311041 | val_loss: 0.0311466 | Time: 1178.42 ms
[2022-04-15 17:28:01 main:574] : INFO : Epoch 1831 | loss: 0.0311043 | val_loss: 0.0311454 | Time: 1235.89 ms
[2022-04-15 17:28:02 main:574] : INFO : Epoch 1832 | loss: 0.031102 | val_loss: 0.0311489 | Time: 1234.28 ms
[2022-04-15 17:28:04 main:574] : INFO : Epoch 1833 | loss: 0.0311003 | val_loss: 0.0311405 | Time: 1236.5 ms
[2022-04-15 17:28:05 main:574] : INFO : Epoch 1834 | loss: 0.0311003 | val_loss: 0.0311474 | Time: 1243.92 ms
[2022-04-15 17:28:06 main:574] : INFO : Epoch 1835 | loss: 0.031096 | val_loss: 0.0311433 | Time: 1248.27 ms
[2022-04-15 17:28:08 main:574] : INFO : Epoch 1836 | loss: 0.0310959 | val_loss: 0.0311393 | Time: 1238.86 ms
[2022-04-15 17:28:09 main:574] : INFO : Epoch 1837 | loss: 0.0310941 | val_loss: 0.031142 | Time: 1232.99 ms
[2022-04-15 17:28:10 main:574] : INFO : Epoch 1838 | loss: 0.0310898 | val_loss: 0.0311417 | Time: 1239.34 ms
[2022-04-15 17:28:12 main:574] : INFO : Epoch 1839 | loss: 0.0310917 | val_loss: 0.0311414 | Time: 1239.19 ms
[2022-04-15 17:28:13 main:574] : INFO : Epoch 1840 | loss: 0.0310914 | val_loss: 0.0311444 | Time: 1230.58 ms
[2022-04-15 17:28:14 main:574] : INFO : Epoch 1841 | loss: 0.031089 | val_loss: 0.0311464 | Time: 1230.95 ms
[2022-04-15 17:28:16 main:574] : INFO : Epoch 1842 | loss: 0.0310873 | val_loss: 0.0311543 | Time: 1242.11 ms
[2022-04-15 17:28:17 main:574] : INFO : Epoch 1843 | loss: 0.0310898 | val_loss: 0.0311449 | Time: 1248.12 ms
[2022-04-15 17:28:18 main:574] : INFO : Epoch 1844 | loss: 0.0310897 | val_loss: 0.0311538 | Time: 1235.11 ms
[2022-04-15 17:28:19 main:574] : INFO : Epoch 1845 | loss: 0.0310905 | val_loss: 0.0311475 | Time: 1241.48 ms
[2022-04-15 17:28:21 main:574] : INFO : Epoch 1846 | loss: 0.0310948 | val_loss: 0.0311448 | Time: 1243.23 ms
[2022-04-15 17:28:22 main:574] : INFO : Epoch 1847 | loss: 0.0310915 | val_loss: 0.0311489 | Time: 1250.43 ms
[2022-04-15 17:28:23 main:574] : INFO : Epoch 1848 | loss: 0.0310874 | val_loss: 0.0311478 | Time: 1239.77 ms
[2022-04-15 17:28:25 main:574] : INFO : Epoch 1849 | loss: 0.0310852 | val_loss: 0.031148 | Time: 1242.55 ms
[2022-04-15 17:28:26 main:574] : INFO : Epoch 1850 | loss: 0.0311085 | val_loss: 0.0311493 | Time: 1241.73 ms
[2022-04-15 17:28:27 main:574] : INFO : Epoch 1851 | loss: 0.0311301 | val_loss: 0.0311398 | Time: 1248.62 ms
[2022-04-15 17:28:29 main:574] : INFO : Epoch 1852 | loss: 0.0311224 | val_loss: 0.0311379 | Time: 1168.58 ms
[2022-04-15 17:28:30 main:574] : INFO : Epoch 1853 | loss: 0.0311147 | val_loss: 0.0311433 | Time: 1224.35 ms
[2022-04-15 17:28:31 main:574] : INFO : Epoch 1854 | loss: 0.0311078 | val_loss: 0.0311419 | Time: 1241.98 ms
[2022-04-15 17:28:33 main:574] : INFO : Epoch 1855 | loss: 0.0311037 | val_loss: 0.0311403 | Time: 1247.23 ms
[2022-04-15 17:28:34 main:574] : INFO : Epoch 1856 | loss: 0.0310993 | val_loss: 0.031138 | Time: 1235.87 ms
[2022-04-15 17:28:35 main:574] : INFO : Epoch 1857 | loss: 0.0311005 | val_loss: 0.0311404 | Time: 1228.27 ms
[2022-04-15 17:28:37 main:574] : INFO : Epoch 1858 | loss: 0.0310937 | val_loss: 0.0311439 | Time: 1242.92 ms
[2022-04-15 17:28:38 main:574] : INFO : Epoch 1859 | loss: 0.0310927 | val_loss: 0.0311414 | Time: 1237.7 ms
[2022-04-15 17:28:39 main:574] : INFO : Epoch 1860 | loss: 0.0310974 | val_loss: 0.0311392 | Time: 1238.51 ms
[2022-04-15 17:28:41 main:574] : INFO : Epoch 1861 | loss: 0.0311006 | val_loss: 0.0311427 | Time: 1242.22 ms
[2022-04-15 17:28:42 main:574] : INFO : Epoch 1862 | loss: 0.0310965 | val_loss: 0.0311413 | Time: 1249.96 ms
[2022-04-15 17:28:43 main:574] : INFO : Epoch 1863 | loss: 0.0310915 | val_loss: 0.0311356 | Time: 1249.62 ms
[2022-04-15 17:28:45 main:574] : INFO : Epoch 1864 | loss: 0.0310914 | val_loss: 0.031145 | Time: 1240.48 ms
[2022-04-15 17:28:46 main:574] : INFO : Epoch 1865 | loss: 0.0310927 | val_loss: 0.0311399 | Time: 1227.46 ms
[2022-04-15 17:28:47 main:574] : INFO : Epoch 1866 | loss: 0.0310903 | val_loss: 0.0311395 | Time: 1239.83 ms
[2022-04-15 17:28:49 main:574] : INFO : Epoch 1867 | loss: 0.031089 | val_loss: 0.0311362 | Time: 1238.6 ms
[2022-04-15 17:28:50 main:574] : INFO : Epoch 1868 | loss: 0.0310876 | val_loss: 0.0311437 | Time: 1232.03 ms
[2022-04-15 17:28:51 main:574] : INFO : Epoch 1869 | loss: 0.0310869 | val_loss: 0.0311385 | Time: 1241.8 ms
[2022-04-15 17:28:52 main:574] : INFO : Epoch 1870 | loss: 0.0310872 | val_loss: 0.0311421 | Time: 1241.92 ms
[2022-04-15 17:28:54 main:574] : INFO : Epoch 1871 | loss: 0.0310903 | val_loss: 0.0311483 | Time: 1250.02 ms
[2022-04-15 17:28:55 main:574] : INFO : Epoch 1872 | loss: 0.0310926 | val_loss: 0.0311396 | Time: 1237.83 ms
[2022-04-15 17:28:56 main:574] : INFO : Epoch 1873 | loss: 0.0310871 | val_loss: 0.0311442 | Time: 1239.07 ms
[2022-04-15 17:28:58 main:574] : INFO : Epoch 1874 | loss: 0.0310862 | val_loss: 0.0311393 | Time: 1244.56 ms
[2022-04-15 17:28:59 main:574] : INFO : Epoch 1875 | loss: 0.0310832 | val_loss: 0.0311357 | Time: 1150.06 ms
[2022-04-15 17:29:00 main:574] : INFO : Epoch 1876 | loss: 0.0310805 | val_loss: 0.0311394 | Time: 1238.79 ms
[2022-04-15 17:29:02 main:574] : INFO : Epoch 1877 | loss: 0.0310813 | val_loss: 0.0311457 | Time: 1240.09 ms
[2022-04-15 17:29:03 main:574] : INFO : Epoch 1878 | loss: 0.03108 | val_loss: 0.0311402 | Time: 1235.12 ms
[2022-04-15 17:29:04 main:574] : INFO : Epoch 1879 | loss: 0.0310785 | val_loss: 0.031146 | Time: 1242.82 ms
[2022-04-15 17:29:06 main:574] : INFO : Epoch 1880 | loss: 0.0310846 | val_loss: 0.0311413 | Time: 1235.33 ms
[2022-04-15 17:29:07 main:574] : INFO : Epoch 1881 | loss: 0.0310907 | val_loss: 0.0311424 | Time: 1239.81 ms
[2022-04-15 17:29:08 main:574] : INFO : Epoch 1882 | loss: 0.0310854 | val_loss: 0.0311384 | Time: 1254.55 ms
[2022-04-15 17:29:10 main:574] : INFO : Epoch 1883 | loss: 0.0310841 | val_loss: 0.0311381 | Time: 1255.07 ms
[2022-04-15 17:29:11 main:574] : INFO : Epoch 1884 | loss: 0.0310804 | val_loss: 0.0311434 | Time: 1237.59 ms
[2022-04-15 17:29:12 main:574] : INFO : Epoch 1885 | loss: 0.0310776 | val_loss: 0.0311445 | Time: 1243.83 ms
[2022-04-15 17:29:14 main:574] : INFO : Epoch 1886 | loss: 0.0310792 | val_loss: 0.0311449 | Time: 1254.55 ms
[2022-04-15 17:29:15 main:574] : INFO : Epoch 1887 | loss: 0.0310774 | val_loss: 0.0311452 | Time: 1239.86 ms
[2022-04-15 17:29:16 main:574] : INFO : Epoch 1888 | loss: 0.0310777 | val_loss: 0.0311424 | Time: 1236.52 ms
[2022-04-15 17:29:17 main:574] : INFO : Epoch 1889 | loss: 0.0310799 | val_loss: 0.0311374 | Time: 1242.1 ms
[2022-04-15 17:29:19 main:574] : INFO : Epoch 1890 | loss: 0.0310778 | val_loss: 0.0311381 | Time: 1236.76 ms
[2022-04-15 17:29:20 main:574] : INFO : Epoch 1891 | loss: 0.0310781 | val_loss: 0.0311457 | Time: 1236.55 ms
[2022-04-15 17:29:21 main:574] : INFO : Epoch 1892 | loss: 0.0310763 | val_loss: 0.0311411 | Time: 1235.2 ms
[2022-04-15 17:29:23 main:574] : INFO : Epoch 1893 | loss: 0.0310742 | val_loss: 0.0311398 | Time: 1252.98 ms
[2022-04-15 17:29:24 main:574] : INFO : Epoch 1894 | loss: 0.0310756 | val_loss: 0.03114 | Time: 1238.7 ms
[2022-04-15 17:29:25 main:574] : INFO : Epoch 1895 | loss: 0.0310766 | val_loss: 0.0311371 | Time: 1262.24 ms
[2022-04-15 17:29:27 main:574] : INFO : Epoch 1896 | loss: 0.0310775 | val_loss: 0.0311345 | Time: 1239.15 ms
[2022-04-15 17:29:28 main:574] : INFO : Epoch 1897 | loss: 0.031075 | val_loss: 0.0311421 | Time: 1248.2 ms
[2022-04-15 17:29:29 main:574] : INFO : Epoch 1898 | loss: 0.0310762 | val_loss: 0.0311424 | Time: 1148.59 ms
[2022-04-15 17:29:31 main:574] : INFO : Epoch 1899 | loss: 0.0310748 | val_loss: 0.0311407 | Time: 1245.13 ms
[2022-04-15 17:29:32 main:574] : INFO : Epoch 1900 | loss: 0.0310735 | val_loss: 0.0311503 | Time: 1242.72 ms
[2022-04-15 17:29:33 main:574] : INFO : Epoch 1901 | loss: 0.0310713 | val_loss: 0.0311427 | Time: 1242.83 ms
[2022-04-15 17:29:35 main:574] : INFO : Epoch 1902 | loss: 0.0310692 | val_loss: 0.0311466 | Time: 1251.94 ms
[2022-04-15 17:29:36 main:574] : INFO : Epoch 1903 | loss: 0.0310699 | val_loss: 0.0311423 | Time: 1240.66 ms
[2022-04-15 17:29:37 main:574] : INFO : Epoch 1904 | loss: 0.0310702 | val_loss: 0.0311402 | Time: 1244.72 ms
[2022-04-15 17:29:39 main:574] : INFO : Epoch 1905 | loss: 0.03107 | val_loss: 0.0311405 | Time: 1245.42 ms
[2022-04-15 17:29:40 main:574] : INFO : Epoch 1906 | loss: 0.0310722 | val_loss: 0.0311479 | Time: 1241.45 ms
[2022-04-15 17:29:41 main:574] : INFO : Epoch 1907 | loss: 0.0310859 | val_loss: 0.0311572 | Time: 1238.83 ms
[2022-04-15 17:29:43 main:574] : INFO : Epoch 1908 | loss: 0.0310901 | val_loss: 0.0311485 | Time: 1234.8 ms
[2022-04-15 17:29:44 main:574] : INFO : Epoch 1909 | loss: 0.0310765 | val_loss: 0.0311485 | Time: 1242.2 ms
[2022-04-15 17:29:45 main:574] : INFO : Epoch 1910 | loss: 0.0310746 | val_loss: 0.0311448 | Time: 1236.87 ms
[2022-04-15 17:29:47 main:574] : INFO : Epoch 1911 | loss: 0.0310782 | val_loss: 0.0311509 | Time: 1241.71 ms
[2022-04-15 17:29:48 main:574] : INFO : Epoch 1912 | loss: 0.0310803 | val_loss: 0.0311434 | Time: 1232.69 ms
[2022-04-15 17:29:49 main:574] : INFO : Epoch 1913 | loss: 0.0310776 | val_loss: 0.0311384 | Time: 1253.5 ms
[2022-04-15 17:29:50 main:574] : INFO : Epoch 1914 | loss: 0.0310779 | val_loss: 0.0311369 | Time: 1232.09 ms
[2022-04-15 17:29:52 main:574] : INFO : Epoch 1915 | loss: 0.0310775 | val_loss: 0.0311461 | Time: 1233.36 ms
[2022-04-15 17:29:53 main:574] : INFO : Epoch 1916 | loss: 0.0310751 | val_loss: 0.0311454 | Time: 1227.71 ms
[2022-04-15 17:29:54 main:574] : INFO : Epoch 1917 | loss: 0.0310749 | val_loss: 0.0311452 | Time: 1242.27 ms
[2022-04-15 17:29:56 main:574] : INFO : Epoch 1918 | loss: 0.031071 | val_loss: 0.0311442 | Time: 1242.59 ms
[2022-04-15 17:29:57 main:574] : INFO : Epoch 1919 | loss: 0.0310744 | val_loss: 0.0311407 | Time: 1236.25 ms
[2022-04-15 17:29:58 main:574] : INFO : Epoch 1920 | loss: 0.0310797 | val_loss: 0.0311488 | Time: 1215.62 ms
[2022-04-15 17:30:00 main:574] : INFO : Epoch 1921 | loss: 0.0310784 | val_loss: 0.0311325 | Time: 1179.3 ms
[2022-04-15 17:30:01 main:574] : INFO : Epoch 1922 | loss: 0.031081 | val_loss: 0.031136 | Time: 1239.37 ms
[2022-04-15 17:30:02 main:574] : INFO : Epoch 1923 | loss: 0.031077 | val_loss: 0.0311525 | Time: 1227.39 ms
[2022-04-15 17:30:04 main:574] : INFO : Epoch 1924 | loss: 0.0310744 | val_loss: 0.0311388 | Time: 1247.89 ms
[2022-04-15 17:30:05 main:574] : INFO : Epoch 1925 | loss: 0.0310727 | val_loss: 0.0311368 | Time: 1247.16 ms
[2022-04-15 17:30:06 main:574] : INFO : Epoch 1926 | loss: 0.0310752 | val_loss: 0.0311582 | Time: 1247.67 ms
[2022-04-15 17:30:08 main:574] : INFO : Epoch 1927 | loss: 0.0310892 | val_loss: 0.0311403 | Time: 1253.57 ms
[2022-04-15 17:30:09 main:574] : INFO : Epoch 1928 | loss: 0.0310844 | val_loss: 0.0311341 | Time: 1245.73 ms
[2022-04-15 17:30:10 main:574] : INFO : Epoch 1929 | loss: 0.0310798 | val_loss: 0.0311412 | Time: 1239.51 ms
[2022-04-15 17:30:11 main:574] : INFO : Epoch 1930 | loss: 0.0310825 | val_loss: 0.0311493 | Time: 1238.45 ms
[2022-04-15 17:30:13 main:574] : INFO : Epoch 1931 | loss: 0.0310885 | val_loss: 0.031137 | Time: 1226.8 ms
[2022-04-15 17:30:14 main:574] : INFO : Epoch 1932 | loss: 0.0310907 | val_loss: 0.0311315 | Time: 1235.73 ms
[2022-04-15 17:30:15 main:574] : INFO : Epoch 1933 | loss: 0.031082 | val_loss: 0.0311342 | Time: 1228.2 ms
[2022-04-15 17:30:17 main:574] : INFO : Epoch 1934 | loss: 0.0310771 | val_loss: 0.0311412 | Time: 1231.21 ms
[2022-04-15 17:30:18 main:574] : INFO : Epoch 1935 | loss: 0.031078 | val_loss: 0.0311466 | Time: 1234.43 ms
[2022-04-15 17:30:19 main:574] : INFO : Epoch 1936 | loss: 0.0310732 | val_loss: 0.0311483 | Time: 1249.3 ms
[2022-04-15 17:30:21 main:574] : INFO : Epoch 1937 | loss: 0.0310755 | val_loss: 0.0311414 | Time: 1232.15 ms
[2022-04-15 17:30:22 main:574] : INFO : Epoch 1938 | loss: 0.0310735 | val_loss: 0.0311444 | Time: 1238.51 ms
[2022-04-15 17:30:23 main:574] : INFO : Epoch 1939 | loss: 0.0310731 | val_loss: 0.0311384 | Time: 1228.08 ms
[2022-04-15 17:30:25 main:574] : INFO : Epoch 1940 | loss: 0.0310728 | val_loss: 0.0311393 | Time: 1242.15 ms
[2022-04-15 17:30:26 main:574] : INFO : Epoch 1941 | loss: 0.0310739 | val_loss: 0.0311388 | Time: 1230.77 ms
[2022-04-15 17:30:27 main:574] : INFO : Epoch 1942 | loss: 0.031071 | val_loss: 0.0311404 | Time: 1235.17 ms
[2022-04-15 17:30:28 main:574] : INFO : Epoch 1943 | loss: 0.0310675 | val_loss: 0.0311465 | Time: 1186.53 ms
[2022-04-15 17:30:30 main:574] : INFO : Epoch 1944 | loss: 0.0310669 | val_loss: 0.0311374 | Time: 1203.38 ms
[2022-04-15 17:30:31 main:574] : INFO : Epoch 1945 | loss: 0.0310714 | val_loss: 0.0311372 | Time: 1231.94 ms
[2022-04-15 17:30:32 main:574] : INFO : Epoch 1946 | loss: 0.0310706 | val_loss: 0.0311393 | Time: 1233.07 ms
[2022-04-15 17:30:34 main:574] : INFO : Epoch 1947 | loss: 0.0310776 | val_loss: 0.0311391 | Time: 1235.78 ms
[2022-04-15 17:30:35 main:574] : INFO : Epoch 1948 | loss: 0.0310737 | val_loss: 0.0311343 | Time: 1240.19 ms
[2022-04-15 17:30:36 main:574] : INFO : Epoch 1949 | loss: 0.0310746 | val_loss: 0.0311407 | Time: 1237.5 ms
[2022-04-15 17:30:38 main:574] : INFO : Epoch 1950 | loss: 0.0310752 | val_loss: 0.0311401 | Time: 1230.29 ms
[2022-04-15 17:30:39 main:574] : INFO : Epoch 1951 | loss: 0.0310754 | val_loss: 0.0311523 | Time: 1228.21 ms
[2022-04-15 17:30:40 main:574] : INFO : Epoch 1952 | loss: 0.0310746 | val_loss: 0.0311419 | Time: 1236.75 ms
[2022-04-15 17:30:42 main:574] : INFO : Epoch 1953 | loss: 0.0310714 | val_loss: 0.0311447 | Time: 1236.3 ms
[2022-04-15 17:30:43 main:574] : INFO : Epoch 1954 | loss: 0.0310733 | val_loss: 0.0311426 | Time: 1236.15 ms
[2022-04-15 17:30:44 main:574] : INFO : Epoch 1955 | loss: 0.0310745 | val_loss: 0.0311394 | Time: 1232.8 ms
[2022-04-15 17:30:46 main:574] : INFO : Epoch 1956 | loss: 0.0310733 | val_loss: 0.0311422 | Time: 1233.81 ms
[2022-04-15 17:30:47 main:574] : INFO : Epoch 1957 | loss: 0.0310731 | val_loss: 0.031147 | Time: 1232.66 ms
[2022-04-15 17:30:48 main:574] : INFO : Epoch 1958 | loss: 0.0310725 | val_loss: 0.0311419 | Time: 1224.39 ms
[2022-04-15 17:30:50 main:574] : INFO : Epoch 1959 | loss: 0.0310725 | val_loss: 0.0311476 | Time: 1230.27 ms
[2022-04-15 17:30:51 main:574] : INFO : Epoch 1960 | loss: 0.0310712 | val_loss: 0.0311403 | Time: 1233.25 ms
[2022-04-15 17:30:52 main:574] : INFO : Epoch 1961 | loss: 0.0310714 | val_loss: 0.0311467 | Time: 1246.6 ms
[2022-04-15 17:30:54 main:574] : INFO : Epoch 1962 | loss: 0.0310735 | val_loss: 0.0311325 | Time: 1226 ms
[2022-04-15 17:30:55 main:574] : INFO : Epoch 1963 | loss: 0.031074 | val_loss: 0.031134 | Time: 1225.13 ms
[2022-04-15 17:30:56 main:574] : INFO : Epoch 1964 | loss: 0.031076 | val_loss: 0.0311296 | Time: 1246.93 ms
[2022-04-15 17:30:57 main:574] : INFO : Epoch 1965 | loss: 0.0310725 | val_loss: 0.0311386 | Time: 1235.51 ms
[2022-04-15 17:30:59 main:574] : INFO : Epoch 1966 | loss: 0.0310671 | val_loss: 0.0311377 | Time: 1159.37 ms
[2022-04-15 17:31:00 main:574] : INFO : Epoch 1967 | loss: 0.03107 | val_loss: 0.0311426 | Time: 1223.02 ms
[2022-04-15 17:31:01 main:574] : INFO : Epoch 1968 | loss: 0.0310717 | val_loss: 0.0311402 | Time: 1240.44 ms
[2022-04-15 17:31:03 main:574] : INFO : Epoch 1969 | loss: 0.0310683 | val_loss: 0.0311354 | Time: 1232.7 ms
[2022-04-15 17:31:04 main:574] : INFO : Epoch 1970 | loss: 0.0310644 | val_loss: 0.0311371 | Time: 1234.25 ms
[2022-04-15 17:31:05 main:574] : INFO : Epoch 1971 | loss: 0.0310638 | val_loss: 0.0311489 | Time: 1231.51 ms
[2022-04-15 17:31:07 main:574] : INFO : Epoch 1972 | loss: 0.0310737 | val_loss: 0.0311438 | Time: 1241.07 ms
[2022-04-15 17:31:08 main:574] : INFO : Epoch 1973 | loss: 0.0311107 | val_loss: 0.0311413 | Time: 1235.02 ms
[2022-04-15 17:31:09 main:574] : INFO : Epoch 1974 | loss: 0.031105 | val_loss: 0.0311439 | Time: 1232.24 ms
[2022-04-15 17:31:11 main:574] : INFO : Epoch 1975 | loss: 0.0311003 | val_loss: 0.0311474 | Time: 1236.79 ms
[2022-04-15 17:31:12 main:574] : INFO : Epoch 1976 | loss: 0.0310963 | val_loss: 0.0311453 | Time: 1246.7 ms
[2022-04-15 17:31:13 main:574] : INFO : Epoch 1977 | loss: 0.0310942 | val_loss: 0.0311418 | Time: 1241.12 ms
[2022-04-15 17:31:14 main:574] : INFO : Epoch 1978 | loss: 0.0310937 | val_loss: 0.03114 | Time: 1231.4 ms
[2022-04-15 17:31:16 main:574] : INFO : Epoch 1979 | loss: 0.0310925 | val_loss: 0.0311417 | Time: 1238.58 ms
[2022-04-15 17:31:17 main:574] : INFO : Epoch 1980 | loss: 0.0310861 | val_loss: 0.0311466 | Time: 1243.47 ms
[2022-04-15 17:31:18 main:574] : INFO : Epoch 1981 | loss: 0.0310816 | val_loss: 0.0311469 | Time: 1232.81 ms
[2022-04-15 17:31:20 main:574] : INFO : Epoch 1982 | loss: 0.0310794 | val_loss: 0.0311523 | Time: 1238.11 ms
[2022-04-15 17:31:21 main:574] : INFO : Epoch 1983 | loss: 0.0310812 | val_loss: 0.0311396 | Time: 1240.49 ms
[2022-04-15 17:31:22 main:574] : INFO : Epoch 1984 | loss: 0.031081 | val_loss: 0.0311373 | Time: 1248.8 ms
[2022-04-15 17:31:24 main:574] : INFO : Epoch 1985 | loss: 0.0310812 | val_loss: 0.0311438 | Time: 1239.04 ms
[2022-04-15 17:31:25 main:574] : INFO : Epoch 1986 | loss: 0.0310769 | val_loss: 0.0311441 | Time: 1235.98 ms
[2022-04-15 17:31:26 main:574] : INFO : Epoch 1987 | loss: 0.031073 | val_loss: 0.0311461 | Time: 1229.85 ms
[2022-04-15 17:31:28 main:574] : INFO : Epoch 1988 | loss: 0.0310841 | val_loss: 0.0311452 | Time: 1236.14 ms
[2022-04-15 17:31:29 main:574] : INFO : Epoch 1989 | loss: 0.0311075 | val_loss: 0.0311417 | Time: 1144.03 ms
[2022-04-15 17:31:30 main:574] : INFO : Epoch 1990 | loss: 0.0311001 | val_loss: 0.0311423 | Time: 1225.47 ms
[2022-04-15 17:31:32 main:574] : INFO : Epoch 1991 | loss: 0.0310969 | val_loss: 0.0311413 | Time: 1228.27 ms
[2022-04-15 17:31:33 main:574] : INFO : Epoch 1992 | loss: 0.0310913 | val_loss: 0.031144 | Time: 1240.05 ms
[2022-04-15 17:31:34 main:574] : INFO : Epoch 1993 | loss: 0.0310891 | val_loss: 0.0311402 | Time: 1236.34 ms
[2022-04-15 17:31:36 main:574] : INFO : Epoch 1994 | loss: 0.0310829 | val_loss: 0.0311354 | Time: 1236.26 ms
[2022-04-15 17:31:37 main:574] : INFO : Epoch 1995 | loss: 0.0310786 | val_loss: 0.0311358 | Time: 1237.93 ms
[2022-04-15 17:31:38 main:574] : INFO : Epoch 1996 | loss: 0.0310802 | val_loss: 0.0311404 | Time: 1236.64 ms
[2022-04-15 17:31:39 main:574] : INFO : Epoch 1997 | loss: 0.0310781 | val_loss: 0.0311382 | Time: 1231.61 ms
[2022-04-15 17:31:41 main:574] : INFO : Epoch 1998 | loss: 0.0310991 | val_loss: 0.0311299 | Time: 1238.74 ms
[2022-04-15 17:31:42 main:574] : INFO : Epoch 1999 | loss: 0.031095 | val_loss: 0.0311342 | Time: 1240.31 ms
[2022-04-15 17:31:43 main:574] : INFO : Epoch 2000 | loss: 0.0310907 | val_loss: 0.0311337 | Time: 1247.86 ms
[2022-04-15 17:31:45 main:574] : INFO : Epoch 2001 | loss: 0.0310882 | val_loss: 0.0311406 | Time: 1239.86 ms
[2022-04-15 17:31:46 main:574] : INFO : Epoch 2002 | loss: 0.0310854 | val_loss: 0.0311367 | Time: 1235.48 ms
[2022-04-15 17:31:47 main:574] : INFO : Epoch 2003 | loss: 0.0310822 | val_loss: 0.0311399 | Time: 1240.31 ms
[2022-04-15 17:31:49 main:574] : INFO : Epoch 2004 | loss: 0.0310812 | val_loss: 0.0311368 | Time: 1237.23 ms
[2022-04-15 17:31:50 main:574] : INFO : Epoch 2005 | loss: 0.031076 | val_loss: 0.0311386 | Time: 1238.12 ms
[2022-04-15 17:31:51 main:574] : INFO : Epoch 2006 | loss: 0.0310841 | val_loss: 0.0311347 | Time: 1242.14 ms
[2022-04-15 17:31:53 main:574] : INFO : Epoch 2007 | loss: 0.0310899 | val_loss: 0.031138 | Time: 1236.39 ms
[2022-04-15 17:31:54 main:574] : INFO : Epoch 2008 | loss: 0.0310838 | val_loss: 0.0311435 | Time: 1233.93 ms
[2022-04-15 17:31:55 main:574] : INFO : Epoch 2009 | loss: 0.0310798 | val_loss: 0.0311383 | Time: 1223.9 ms
[2022-04-15 17:31:57 main:574] : INFO : Epoch 2010 | loss: 0.0310842 | val_loss: 0.0311366 | Time: 1225.83 ms
[2022-04-15 17:31:58 main:574] : INFO : Epoch 2011 | loss: 0.0310833 | val_loss: 0.0311385 | Time: 1252.25 ms
[2022-04-15 17:31:59 main:574] : INFO : Epoch 2012 | loss: 0.031079 | val_loss: 0.0311325 | Time: 1146.35 ms
[2022-04-15 17:32:00 main:574] : INFO : Epoch 2013 | loss: 0.0310812 | val_loss: 0.0311386 | Time: 1239.43 ms
[2022-04-15 17:32:02 main:574] : INFO : Epoch 2014 | loss: 0.0310797 | val_loss: 0.031139 | Time: 1232.71 ms
[2022-04-15 17:32:03 main:574] : INFO : Epoch 2015 | loss: 0.0310793 | val_loss: 0.0311404 | Time: 1245.76 ms
[2022-04-15 17:32:04 main:574] : INFO : Epoch 2016 | loss: 0.031078 | val_loss: 0.0311388 | Time: 1230.45 ms
[2022-04-15 17:32:06 main:574] : INFO : Epoch 2017 | loss: 0.031076 | val_loss: 0.0311347 | Time: 1225.59 ms
[2022-04-15 17:32:07 main:574] : INFO : Epoch 2018 | loss: 0.031079 | val_loss: 0.0311363 | Time: 1242.55 ms
[2022-04-15 17:32:08 main:574] : INFO : Epoch 2019 | loss: 0.0310778 | val_loss: 0.0311396 | Time: 1246.5 ms
[2022-04-15 17:32:10 main:574] : INFO : Epoch 2020 | loss: 0.0310766 | val_loss: 0.0311318 | Time: 1244 ms
[2022-04-15 17:32:11 main:574] : INFO : Epoch 2021 | loss: 0.0310741 | val_loss: 0.0311374 | Time: 1239.02 ms
[2022-04-15 17:32:12 main:574] : INFO : Epoch 2022 | loss: 0.0310782 | val_loss: 0.0311335 | Time: 1242.63 ms
[2022-04-15 17:32:14 main:574] : INFO : Epoch 2023 | loss: 0.0310751 | val_loss: 0.0311316 | Time: 1245.02 ms
[2022-04-15 17:32:15 main:574] : INFO : Epoch 2024 | loss: 0.0310738 | val_loss: 0.0311286 | Time: 1234.98 ms
[2022-04-15 17:32:16 main:574] : INFO : Epoch 2025 | loss: 0.031077 | val_loss: 0.0311338 | Time: 1248.58 ms
[2022-04-15 17:32:18 main:574] : INFO : Epoch 2026 | loss: 0.031078 | val_loss: 0.0311423 | Time: 1246.21 ms
[2022-04-15 17:32:19 main:574] : INFO : Epoch 2027 | loss: 0.0310781 | val_loss: 0.0311372 | Time: 1238.41 ms
[2022-04-15 17:32:20 main:574] : INFO : Epoch 2028 | loss: 0.0310754 | val_loss: 0.0311297 | Time: 1227.5 ms
[2022-04-15 17:32:21 main:574] : INFO : Epoch 2029 | loss: 0.031073 | val_loss: 0.0311274 | Time: 1241.48 ms
[2022-04-15 17:32:23 main:574] : INFO : Epoch 2030 | loss: 0.0310706 | val_loss: 0.0311341 | Time: 1236.04 ms
[2022-04-15 17:32:24 main:574] : INFO : Epoch 2031 | loss: 0.03107 | val_loss: 0.0311322 | Time: 1244.77 ms
[2022-04-15 17:32:25 main:574] : INFO : Epoch 2032 | loss: 0.031067 | val_loss: 0.0311333 | Time: 1253.4 ms
[2022-04-15 17:32:27 main:574] : INFO : Epoch 2033 | loss: 0.0310654 | val_loss: 0.0311417 | Time: 1242.14 ms
[2022-04-15 17:32:28 main:574] : INFO : Epoch 2034 | loss: 0.0310642 | val_loss: 0.031136 | Time: 1242.5 ms
[2022-04-15 17:32:29 main:574] : INFO : Epoch 2035 | loss: 0.0310654 | val_loss: 0.0311342 | Time: 1141.67 ms
[2022-04-15 17:32:31 main:574] : INFO : Epoch 2036 | loss: 0.0310649 | val_loss: 0.0311377 | Time: 1244.68 ms
[2022-04-15 17:32:32 main:574] : INFO : Epoch 2037 | loss: 0.0310665 | val_loss: 0.031132 | Time: 1228.83 ms
[2022-04-15 17:32:33 main:574] : INFO : Epoch 2038 | loss: 0.0310672 | val_loss: 0.031129 | Time: 1239.43 ms
[2022-04-15 17:32:35 main:574] : INFO : Epoch 2039 | loss: 0.0310639 | val_loss: 0.031133 | Time: 1233.18 ms
[2022-04-15 17:32:36 main:574] : INFO : Epoch 2040 | loss: 0.0310652 | val_loss: 0.0311366 | Time: 1239.98 ms
[2022-04-15 17:32:37 main:574] : INFO : Epoch 2041 | loss: 0.031067 | val_loss: 0.0311411 | Time: 1237.9 ms
[2022-04-15 17:32:39 main:574] : INFO : Epoch 2042 | loss: 0.0310705 | val_loss: 0.0311397 | Time: 1248.15 ms
[2022-04-15 17:32:40 main:574] : INFO : Epoch 2043 | loss: 0.0310714 | val_loss: 0.03114 | Time: 1236.41 ms
[2022-04-15 17:32:41 main:574] : INFO : Epoch 2044 | loss: 0.0310676 | val_loss: 0.0311416 | Time: 1239.65 ms
[2022-04-15 17:32:42 main:574] : INFO : Epoch 2045 | loss: 0.0310662 | val_loss: 0.0311427 | Time: 1239.39 ms
[2022-04-15 17:32:44 main:574] : INFO : Epoch 2046 | loss: 0.0310649 | val_loss: 0.0311471 | Time: 1258.93 ms
[2022-04-15 17:32:45 main:574] : INFO : Epoch 2047 | loss: 0.0310629 | val_loss: 0.0311408 | Time: 1246.82 ms
[2022-04-15 17:32:46 main:574] : INFO : Epoch 2048 | loss: 0.0310625 | val_loss: 0.0311367 | Time: 1254.21 ms
[2022-04-15 17:32:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311367
[2022-04-15 17:32:47 main:603] : INFO : Saving end state to config to file
[2022-04-15 17:32:47 main:608] : INFO : Success, exiting..
17:32:47 (11768): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)