Task 14119443
| Name | ParityModified-1647047488-25616-1-0_1 |
| Workunit | 10445514 |
| Created | 31 Mar 2022, 3:19:33 UTC |
| Sent | 31 Mar 2022, 4:36:38 UTC |
| Report deadline | 8 Apr 2022, 4:36:38 UTC |
| Received | 31 Mar 2022, 10:58:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11005 |
| Run time | 39 min 15 sec |
| CPU time | 38 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,446.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 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: 0.0311689 | val_loss: 0.0311735 | Time: 1064.7 ms
[2022-03-31 20:47:42 main:574] : INFO : Epoch 1543 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 1150.43 ms
[2022-03-31 20:47:43 main:574] : INFO : Epoch 1544 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 1123.33 ms
[2022-03-31 20:47:44 main:574] : INFO : Epoch 1545 | loss: 0.0311672 | val_loss: 0.0311783 | Time: 1058.53 ms
[2022-03-31 20:47:45 main:574] : INFO : Epoch 1546 | loss: 0.0311686 | val_loss: 0.0311744 | Time: 995.187 ms
[2022-03-31 20:47:46 main:574] : INFO : Epoch 1547 | loss: 0.0311671 | val_loss: 0.0311777 | Time: 1056.93 ms
[2022-03-31 20:47:47 main:574] : INFO : Epoch 1548 | loss: 0.0311679 | val_loss: 0.0311749 | Time: 1083.6 ms
[2022-03-31 20:47:48 main:574] : INFO : Epoch 1549 | loss: 0.0311646 | val_loss: 0.0311715 | Time: 1036.09 ms
[2022-03-31 20:47:50 main:574] : INFO : Epoch 1550 | loss: 0.0311633 | val_loss: 0.0311737 | Time: 1101.44 ms
[2022-03-31 20:47:51 main:574] : INFO : Epoch 1551 | loss: 0.0311649 | val_loss: 0.0311806 | Time: 1086.66 ms
[2022-03-31 20:47:52 main:574] : INFO : Epoch 1552 | loss: 0.0311724 | val_loss: 0.0311778 | Time: 1029 ms
[2022-03-31 20:47:53 main:574] : INFO : Epoch 1553 | loss: 0.0311707 | val_loss: 0.031173 | Time: 1024.51 ms
[2022-03-31 20:47:54 main:574] : INFO : Epoch 1554 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 1088.6 ms
[2022-03-31 20:47:55 main:574] : INFO : Epoch 1555 | loss: 0.0311656 | val_loss: 0.0311739 | Time: 1027.66 ms
[2022-03-31 20:47:56 main:574] : INFO : Epoch 1556 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 1076.57 ms
[2022-03-31 20:47:57 main:574] : INFO : Epoch 1557 | loss: 0.0311655 | val_loss: 0.0311767 | Time: 1072.92 ms
[2022-03-31 20:47:58 main:574] : INFO : Epoch 1558 | loss: 0.0311674 | val_loss: 0.0311713 | Time: 1010.92 ms
[2022-03-31 20:47:59 main:574] : INFO : Epoch 1559 | loss: 0.0311641 | val_loss: 0.0311733 | Time: 1008.16 ms
[2022-03-31 20:48:00 main:574] : INFO : Epoch 1560 | loss: 0.0311648 | val_loss: 0.0311767 | Time: 1082.15 ms
[2022-03-31 20:48:01 main:574] : INFO : Epoch 1561 | loss: 0.031163 | val_loss: 0.0311689 | Time: 1147.31 ms
[2022-03-31 20:48:03 main:574] : INFO : Epoch 1562 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 1297.19 ms
[2022-03-31 20:48:04 main:574] : INFO : Epoch 1563 | loss: 0.0311608 | val_loss: 0.0311689 | Time: 1759.56 ms
[2022-03-31 20:48:06 main:574] : INFO : Epoch 1564 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 1685.41 ms
[2022-03-31 20:48:08 main:574] : INFO : Epoch 1565 | loss: 0.0311585 | val_loss: 0.0311734 | Time: 1709.22 ms
[2022-03-31 20:48:10 main:574] : INFO : Epoch 1566 | loss: 0.0311587 | val_loss: 0.0311695 | Time: 1776.9 ms
[2022-03-31 20:48:11 main:574] : INFO : Epoch 1567 | loss: 0.0311593 | val_loss: 0.0311729 | Time: 1635.04 ms
[2022-03-31 20:48:13 main:574] : INFO : Epoch 1568 | loss: 0.0311586 | val_loss: 0.0311709 | Time: 1877.07 ms
[2022-03-31 20:48:15 main:574] : INFO : Epoch 1569 | loss: 0.0311591 | val_loss: 0.031172 | Time: 1738.58 ms
[2022-03-31 20:48:17 main:574] : INFO : Epoch 1570 | loss: 0.0311595 | val_loss: 0.0311763 | Time: 2089.35 ms
[2022-03-31 20:48:19 main:574] : INFO : Epoch 1571 | loss: 0.0311617 | val_loss: 0.0311695 | Time: 1617.8 ms
[2022-03-31 20:48:21 main:574] : INFO : Epoch 1572 | loss: 0.03116 | val_loss: 0.0311724 | Time: 1902.82 ms
[2022-03-31 20:48:23 main:574] : INFO : Epoch 1573 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 1950.52 ms
[2022-03-31 20:48:26 main:574] : INFO : Epoch 1574 | loss: 0.0311581 | val_loss: 0.0311734 | Time: 3672.77 ms
[2022-03-31 20:48:29 main:574] : INFO : Epoch 1575 | loss: 0.0311572 | val_loss: 0.0311708 | Time: 2326.05 ms
[2022-03-31 20:48:31 main:574] : INFO : Epoch 1576 | loss: 0.031157 | val_loss: 0.031171 | Time: 2178.36 ms
[2022-03-31 20:48:34 main:574] : INFO : Epoch 1577 | loss: 0.031161 | val_loss: 0.0311717 | Time: 3241.88 ms
[2022-03-31 20:48:36 main:574] : INFO : Epoch 1578 | loss: 0.0311577 | val_loss: 0.0311737 | Time: 1764.5 ms
[2022-03-31 20:48:38 main:574] : INFO : Epoch 1579 | loss: 0.0311611 | val_loss: 0.0311732 | Time: 1667.67 ms
[2022-03-31 20:48:40 main:574] : INFO : Epoch 1580 | loss: 0.0311569 | val_loss: 0.0311702 | Time: 1976.58 ms
[2022-03-31 20:48:41 main:574] : INFO : Epoch 1581 | loss: 0.0311565 | val_loss: 0.0311701 | Time: 1816.07 ms
[2022-03-31 20:48:43 main:574] : INFO : Epoch 1582 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 1788.47 ms
[2022-03-31 20:48:45 main:574] : INFO : Epoch 1583 | loss: 0.0311601 | val_loss: 0.0311745 | Time: 1692.3 ms
[2022-03-31 20:48:47 main:574] : INFO : Epoch 1584 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 1753.63 ms
[2022-03-31 20:48:49 main:574] : INFO : Epoch 1585 | loss: 0.0311664 | val_loss: 0.0311718 | Time: 1910.37 ms
[2022-03-31 20:48:51 main:574] : INFO : Epoch 1586 | loss: 0.031163 | val_loss: 0.0311743 | Time: 1950.89 ms
[2022-03-31 20:48:52 main:574] : INFO : Epoch 1587 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 1809.17 ms
[2022-03-31 20:48:55 main:574] : INFO : Epoch 1588 | loss: 0.0311602 | val_loss: 0.0311714 | Time: 2026.7 ms
[2022-03-31 20:48:56 main:574] : INFO : Epoch 1589 | loss: 0.0311583 | val_loss: 0.0311731 | Time: 1713.25 ms
[2022-03-31 20:48:58 main:574] : INFO : Epoch 1590 | loss: 0.0311582 | val_loss: 0.0311758 | Time: 1826.22 ms
[2022-03-31 20:49:00 main:574] : INFO : Epoch 1591 | loss: 0.0311585 | val_loss: 0.0311713 | Time: 2112.94 ms
[2022-03-31 20:49:02 main:574] : INFO : Epoch 1592 | loss: 0.0311561 | val_loss: 0.031171 | Time: 2129.47 ms
[2022-03-31 20:49:05 main:574] : INFO : Epoch 1593 | loss: 0.0311556 | val_loss: 0.0311712 | Time: 2830.71 ms
[2022-03-31 20:49:08 main:574] : INFO : Epoch 1594 | loss: 0.0311573 | val_loss: 0.0311752 | Time: 2474.47 ms
[2022-03-31 20:49:10 main:574] : INFO : Epoch 1595 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 2430.96 ms
[2022-03-31 20:49:13 main:574] : INFO : Epoch 1596 | loss: 0.0311587 | val_loss: 0.0311744 | Time: 2546.5 ms
[2022-03-31 20:49:15 main:574] : INFO : Epoch 1597 | loss: 0.0311565 | val_loss: 0.0311724 | Time: 2071.07 ms
[2022-03-31 20:49:17 main:574] : INFO : Epoch 1598 | loss: 0.0311554 | val_loss: 0.0311733 | Time: 2173.62 ms
[2022-03-31 20:49:20 main:574] : INFO : Epoch 1599 | loss: 0.0311577 | val_loss: 0.0311747 | Time: 2450.53 ms
[2022-03-31 20:49:23 main:574] : INFO : Epoch 1600 | loss: 0.0311562 | val_loss: 0.0311732 | Time: 3263.6 ms
[2022-03-31 20:49:26 main:574] : INFO : Epoch 1601 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 3134.64 ms
[2022-03-31 20:49:28 main:574] : INFO : Epoch 1602 | loss: 0.0311556 | val_loss: 0.0311725 | Time: 2401.29 ms
[2022-03-31 20:49:30 main:574] : INFO : Epoch 1603 | loss: 0.0311552 | val_loss: 0.0311756 | Time: 1717.37 ms
[2022-03-31 20:49:32 main:574] : INFO : Epoch 1604 | loss: 0.0311553 | val_loss: 0.031168 | Time: 1479.37 ms
[2022-03-31 20:49:33 main:574] : INFO : Epoch 1605 | loss: 0.0311526 | val_loss: 0.0311702 | Time: 1292.78 ms
[2022-03-31 20:49:34 main:574] : INFO : Epoch 1606 | loss: 0.0311523 | val_loss: 0.0311777 | Time: 1303.23 ms
[2022-03-31 20:49:36 main:574] : INFO : Epoch 1607 | loss: 0.0311544 | val_loss: 0.0311832 | Time: 1259.75 ms
[2022-03-31 20:49:37 main:574] : INFO : Epoch 1608 | loss: 0.0311568 | val_loss: 0.0311744 | Time: 1265.69 ms
[2022-03-31 20:49:38 main:574] : INFO : Epoch 1609 | loss: 0.0311561 | val_loss: 0.0311752 | Time: 1312.71 ms
[2022-03-31 20:49:39 main:574] : INFO : Epoch 1610 | loss: 0.0311532 | val_loss: 0.0311735 | Time: 1320.6 ms
[2022-03-31 20:49:41 main:574] : INFO : Epoch 1611 | loss: 0.0311518 | val_loss: 0.0311703 | Time: 1284.08 ms
[2022-03-31 20:49:42 main:574] : INFO : Epoch 1612 | loss: 0.0311498 | val_loss: 0.0311669 | Time: 1275.3 ms
[2022-03-31 20:49:43 main:574] : INFO : Epoch 1613 | loss: 0.0311499 | val_loss: 0.0311693 | Time: 1283.6 ms
[2022-03-31 20:49:45 main:574] : INFO : Epoch 1614 | loss: 0.031151 | val_loss: 0.0311697 | Time: 1289.08 ms
[2022-03-31 20:49:46 main:574] : INFO : Epoch 1615 | loss: 0.0311514 | val_loss: 0.0311695 | Time: 1296.1 ms
[2022-03-31 20:49:47 main:574] : INFO : Epoch 1616 | loss: 0.0311489 | val_loss: 0.0311741 | Time: 1348.58 ms
[2022-03-31 20:49:49 main:574] : INFO : Epoch 1617 | loss: 0.0311509 | val_loss: 0.0311687 | Time: 1408.97 ms
[2022-03-31 20:49:50 main:574] : INFO : Epoch 1618 | loss: 0.0311527 | val_loss: 0.0311706 | Time: 1371.33 ms
[2022-03-31 20:49:51 main:574] : INFO : Epoch 1619 | loss: 0.0311531 | val_loss: 0.0311684 | Time: 1335.46 ms
[2022-03-31 20:49:53 main:574] : INFO : Epoch 1620 | loss: 0.031152 | val_loss: 0.0311767 | Time: 1253.93 ms
[2022-03-31 20:49:54 main:574] : INFO : Epoch 1621 | loss: 0.0311544 | val_loss: 0.0311694 | Time: 1169.07 ms
[2022-03-31 20:49:55 main:574] : INFO : Epoch 1622 | loss: 0.0311524 | val_loss: 0.0311702 | Time: 1110.68 ms
[2022-03-31 20:49:56 main:574] : INFO : Epoch 1623 | loss: 0.031152 | val_loss: 0.0311722 | Time: 1116.38 ms
[2022-03-31 20:49:57 main:574] : INFO : Epoch 1624 | loss: 0.0311531 | val_loss: 0.0311694 | Time: 1145.01 ms
[2022-03-31 20:49:58 main:574] : INFO : Epoch 1625 | loss: 0.0311538 | val_loss: 0.0311723 | Time: 1119.12 ms
[2022-03-31 20:50:00 main:574] : INFO : Epoch 1626 | loss: 0.0311532 | val_loss: 0.0311689 | Time: 1164.53 ms
[2022-03-31 20:50:01 main:574] : INFO : Epoch 1627 | loss: 0.031154 | val_loss: 0.0311681 | Time: 1201.11 ms
[2022-03-31 20:50:02 main:574] : INFO : Epoch 1628 | loss: 0.0311532 | val_loss: 0.0311678 | Time: 1102.93 ms
[2022-03-31 20:50:03 main:574] : INFO : Epoch 1629 | loss: 0.0311511 | val_loss: 0.0311701 | Time: 1135.01 ms
[2022-03-31 20:50:04 main:574] : INFO : Epoch 1630 | loss: 0.0311499 | val_loss: 0.0311723 | Time: 1135.86 ms
[2022-03-31 20:50:05 main:574] : INFO : Epoch 1631 | loss: 0.0311513 | val_loss: 0.0311711 | Time: 1158.6 ms
[2022-03-31 20:50:06 main:574] : INFO : Epoch 1632 | loss: 0.0311521 | val_loss: 0.0311685 | Time: 1192.88 ms
[2022-03-31 20:50:08 main:574] : INFO : Epoch 1633 | loss: 0.0311522 | val_loss: 0.0311691 | Time: 1153.86 ms
[2022-03-31 20:50:09 main:574] : INFO : Epoch 1634 | loss: 0.0311505 | val_loss: 0.0311709 | Time: 1239.53 ms
[2022-03-31 20:50:10 main:574] : INFO : Epoch 1635 | loss: 0.0311514 | val_loss: 0.0311764 | Time: 1204.33 ms
[2022-03-31 20:50:11 main:574] : INFO : Epoch 1636 | loss: 0.0311534 | val_loss: 0.0311734 | Time: 1106.96 ms
[2022-03-31 20:50:12 main:574] : INFO : Epoch 1637 | loss: 0.0311489 | val_loss: 0.0311746 | Time: 1100.01 ms
[2022-03-31 20:50:13 main:574] : INFO : Epoch 1638 | loss: 0.0311492 | val_loss: 0.0311724 | Time: 1129.99 ms
[2022-03-31 20:50:15 main:574] : INFO : Epoch 1639 | loss: 0.0311523 | val_loss: 0.0311692 | Time: 1110.9 ms
[2022-03-31 20:50:16 main:574] : INFO : Epoch 1640 | loss: 0.031151 | val_loss: 0.031171 | Time: 1130.02 ms
[2022-03-31 20:50:17 main:574] : INFO : Epoch 1641 | loss: 0.0311538 | val_loss: 0.0311682 | Time: 1110.83 ms
[2022-03-31 20:50:18 main:574] : INFO : Epoch 1642 | loss: 0.0311485 | val_loss: 0.0311714 | Time: 1108.98 ms
[2022-03-31 20:50:19 main:574] : INFO : Epoch 1643 | loss: 0.0311517 | val_loss: 0.0311759 | Time: 1171.36 ms
[2022-03-31 20:50:20 main:574] : INFO : Epoch 1644 | loss: 0.0311515 | val_loss: 0.0311784 | Time: 1137.47 ms
[2022-03-31 20:50:22 main:574] : INFO : Epoch 1645 | loss: 0.0311483 | val_loss: 0.0311732 | Time: 1255.15 ms
[2022-03-31 20:50:23 main:574] : INFO : Epoch 1646 | loss: 0.0311496 | val_loss: 0.0311724 | Time: 1278.19 ms
[2022-03-31 20:50:24 main:574] : INFO : Epoch 1647 | loss: 0.0311503 | val_loss: 0.0311739 | Time: 1359.5 ms
[2022-03-31 20:50:25 main:574] : INFO : Epoch 1648 | loss: 0.0311517 | val_loss: 0.0311721 | Time: 1244.75 ms
[2022-03-31 20:50:27 main:574] : INFO : Epoch 1649 | loss: 0.0311524 | val_loss: 0.0311701 | Time: 1258.29 ms
[2022-03-31 20:50:28 main:574] : INFO : Epoch 1650 | loss: 0.0311514 | val_loss: 0.0311659 | Time: 1243.84 ms
[2022-03-31 20:50:29 main:574] : INFO : Epoch 1651 | loss: 0.0311532 | val_loss: 0.0311735 | Time: 1285.99 ms
[2022-03-31 20:50:30 main:574] : INFO : Epoch 1652 | loss: 0.0311506 | val_loss: 0.031171 | Time: 1203.26 ms
[2022-03-31 20:50:32 main:574] : INFO : Epoch 1653 | loss: 0.0311524 | val_loss: 0.031171 | Time: 1238.27 ms
[2022-03-31 20:50:33 main:574] : INFO : Epoch 1654 | loss: 0.031153 | val_loss: 0.0311734 | Time: 1162.93 ms
[2022-03-31 20:50:34 main:574] : INFO : Epoch 1655 | loss: 0.0311523 | val_loss: 0.0311728 | Time: 1154.36 ms
[2022-03-31 20:50:35 main:574] : INFO : Epoch 1656 | loss: 0.0311538 | val_loss: 0.0311708 | Time: 1230.9 ms
[2022-03-31 20:50:36 main:574] : INFO : Epoch 1657 | loss: 0.0311494 | val_loss: 0.0311702 | Time: 1119.39 ms
[2022-03-31 20:50:37 main:574] : INFO : Epoch 1658 | loss: 0.0311488 | val_loss: 0.0311713 | Time: 1155.89 ms
[2022-03-31 20:50:39 main:574] : INFO : Epoch 1659 | loss: 0.0311477 | val_loss: 0.0311701 | Time: 1124.36 ms
[2022-03-31 20:50:40 main:574] : INFO : Epoch 1660 | loss: 0.0311477 | val_loss: 0.0311725 | Time: 1160.18 ms
[2022-03-31 20:50:41 main:574] : INFO : Epoch 1661 | loss: 0.0311463 | val_loss: 0.0311731 | Time: 1154.39 ms
[2022-03-31 20:50:42 main:574] : INFO : Epoch 1662 | loss: 0.0311447 | val_loss: 0.0311743 | Time: 1136 ms
[2022-03-31 20:50:43 main:574] : INFO : Epoch 1663 | loss: 0.0311454 | val_loss: 0.0311736 | Time: 1147.21 ms
[2022-03-31 20:50:44 main:574] : INFO : Epoch 1664 | loss: 0.0311452 | val_loss: 0.0311715 | Time: 1079.43 ms
[2022-03-31 20:50:45 main:574] : INFO : Epoch 1665 | loss: 0.0311448 | val_loss: 0.0311703 | Time: 1126.65 ms
[2022-03-31 20:50:47 main:574] : INFO : Epoch 1666 | loss: 0.0311474 | val_loss: 0.0311694 | Time: 1138.77 ms
[2022-03-31 20:50:48 main:574] : INFO : Epoch 1667 | loss: 0.0311453 | val_loss: 0.0311718 | Time: 1197.12 ms
[2022-03-31 20:50:49 main:574] : INFO : Epoch 1668 | loss: 0.0311492 | val_loss: 0.031172 | Time: 1220.01 ms
[2022-03-31 20:50:50 main:574] : INFO : Epoch 1669 | loss: 0.0311464 | val_loss: 0.0311708 | Time: 1184.52 ms
[2022-03-31 20:50:51 main:574] : INFO : Epoch 1670 | loss: 0.0311503 | val_loss: 0.0311682 | Time: 1157 ms
[2022-03-31 20:50:52 main:574] : INFO : Epoch 1671 | loss: 0.0311486 | val_loss: 0.0311746 | Time: 1110.41 ms
[2022-03-31 20:50:54 main:574] : INFO : Epoch 1672 | loss: 0.0311461 | val_loss: 0.0311761 | Time: 1088.99 ms
[2022-03-31 20:50:55 main:574] : INFO : Epoch 1673 | loss: 0.0311475 | val_loss: 0.0311687 | Time: 1090.74 ms
[2022-03-31 20:50:56 main:574] : INFO : Epoch 1674 | loss: 0.0311453 | val_loss: 0.0311728 | Time: 1124.86 ms
[2022-03-31 20:50:57 main:574] : INFO : Epoch 1675 | loss: 0.0311483 | val_loss: 0.0311742 | Time: 1084.8 ms
[2022-03-31 20:50:58 main:574] : INFO : Epoch 1676 | loss: 0.0311477 | val_loss: 0.0311672 | Time: 1091.6 ms
[2022-03-31 20:50:59 main:574] : INFO : Epoch 1677 | loss: 0.0311457 | val_loss: 0.0311711 | Time: 1151.7 ms
[2022-03-31 20:51:00 main:574] : INFO : Epoch 1678 | loss: 0.0311463 | val_loss: 0.0311678 | Time: 1189.4 ms
[2022-03-31 20:51:02 main:574] : INFO : Epoch 1679 | loss: 0.0311483 | val_loss: 0.0311681 | Time: 1272.48 ms
[2022-03-31 20:51:03 main:574] : INFO : Epoch 1680 | loss: 0.0311527 | val_loss: 0.0311681 | Time: 1091.97 ms
[2022-03-31 20:51:04 main:574] : INFO : Epoch 1681 | loss: 0.0311532 | val_loss: 0.031167 | Time: 1217.58 ms
[2022-03-31 20:51:05 main:574] : INFO : Epoch 1682 | loss: 0.0311545 | val_loss: 0.0311646 | Time: 1136.99 ms
[2022-03-31 20:51:06 main:574] : INFO : Epoch 1683 | loss: 0.0311503 | val_loss: 0.0311653 | Time: 1098.34 ms
[2022-03-31 20:51:07 main:574] : INFO : Epoch 1684 | loss: 0.0311485 | val_loss: 0.0311677 | Time: 1106.24 ms
[2022-03-31 20:51:08 main:574] : INFO : Epoch 1685 | loss: 0.0311495 | val_loss: 0.031164 | Time: 1116.57 ms
[2022-03-31 20:51:10 main:574] : INFO : Epoch 1686 | loss: 0.0311481 | val_loss: 0.0311685 | Time: 1156.91 ms
[2022-03-31 20:51:11 main:574] : INFO : Epoch 1687 | loss: 0.0311544 | val_loss: 0.0311623 | Time: 1165.58 ms
[2022-03-31 20:51:12 main:574] : INFO : Epoch 1688 | loss: 0.0311504 | val_loss: 0.0311682 | Time: 1133.46 ms
[2022-03-31 20:51:13 main:574] : INFO : Epoch 1689 | loss: 0.0311533 | val_loss: 0.0311656 | Time: 1149.52 ms
[2022-03-31 20:51:14 main:574] : INFO : Epoch 1690 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 1090.4 ms
[2022-03-31 20:51:15 main:574] : INFO : Epoch 1691 | loss: 0.0311476 | val_loss: 0.031168 | Time: 1152.26 ms
[2022-03-31 20:51:17 main:574] : INFO : Epoch 1692 | loss: 0.0311488 | val_loss: 0.0311715 | Time: 1414.73 ms
[2022-03-31 20:51:18 main:574] : INFO : Epoch 1693 | loss: 0.0311481 | val_loss: 0.0311684 | Time: 1128.95 ms
[2022-03-31 20:51:19 main:574] : INFO : Epoch 1694 | loss: 0.0311475 | val_loss: 0.0311761 | Time: 1136.63 ms
[2022-03-31 20:51:20 main:574] : INFO : Epoch 1695 | loss: 0.0311515 | val_loss: 0.0311664 | Time: 1182.27 ms
[2022-03-31 20:51:21 main:574] : INFO : Epoch 1696 | loss: 0.0311614 | val_loss: 0.0311694 | Time: 1207.16 ms
[2022-03-31 20:51:23 main:574] : INFO : Epoch 1697 | loss: 0.0311607 | val_loss: 0.0311808 | Time: 1312.81 ms
[2022-03-31 20:51:24 main:574] : INFO : Epoch 1698 | loss: 0.0311641 | val_loss: 0.0311787 | Time: 1344.48 ms
[2022-03-31 20:51:26 main:574] : INFO : Epoch 1699 | loss: 0.0311585 | val_loss: 0.031168 | Time: 1704.82 ms
[2022-03-31 20:51:27 main:574] : INFO : Epoch 1700 | loss: 0.0311554 | val_loss: 0.0311671 | Time: 1389.85 ms
[2022-03-31 20:51:28 main:574] : INFO : Epoch 1701 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 1255.44 ms
[2022-03-31 20:51:30 main:574] : INFO : Epoch 1702 | loss: 0.0311522 | val_loss: 0.03117 | Time: 1195.03 ms
[2022-03-31 20:51:31 main:574] : INFO : Epoch 1703 | loss: 0.0311509 | val_loss: 0.0311694 | Time: 1182.62 ms
[2022-03-31 20:51:32 main:574] : INFO : Epoch 1704 | loss: 0.0311531 | val_loss: 0.0311694 | Time: 1137.1 ms
[2022-03-31 20:51:33 main:574] : INFO : Epoch 1705 | loss: 0.0311549 | val_loss: 0.0311651 | Time: 1143.01 ms
[2022-03-31 20:51:34 main:574] : INFO : Epoch 1706 | loss: 0.031156 | val_loss: 0.0311651 | Time: 1123.76 ms
[2022-03-31 20:51:36 main:574] : INFO : Epoch 1707 | loss: 0.0311589 | val_loss: 0.0311706 | Time: 1215.86 ms
[2022-03-31 20:51:37 main:574] : INFO : Epoch 1708 | loss: 0.0311561 | val_loss: 0.0311701 | Time: 1189.5 ms
[2022-03-31 20:51:38 main:574] : INFO : Epoch 1709 | loss: 0.0311554 | val_loss: 0.0311679 | Time: 1159.96 ms
[2022-03-31 20:51:39 main:574] : INFO : Epoch 1710 | loss: 0.0311528 | val_loss: 0.0311673 | Time: 1116.88 ms
[2022-03-31 20:51:40 main:574] : INFO : Epoch 1711 | loss: 0.0311535 | val_loss: 0.0311702 | Time: 1081.74 ms
[2022-03-31 20:51:41 main:574] : INFO : Epoch 1712 | loss: 0.0311531 | val_loss: 0.0311678 | Time: 1134.45 ms
[2022-03-31 20:51:42 main:574] : INFO : Epoch 1713 | loss: 0.0311539 | val_loss: 0.0311754 | Time: 1103.24 ms
[2022-03-31 20:51:43 main:574] : INFO : Epoch 1714 | loss: 0.0311544 | val_loss: 0.0311724 | Time: 1105.07 ms
[2022-03-31 20:51:45 main:574] : INFO : Epoch 1715 | loss: 0.0311539 | val_loss: 0.0311707 | Time: 1196.38 ms
[2022-03-31 20:51:46 main:574] : INFO : Epoch 1716 | loss: 0.0311528 | val_loss: 0.031169 | Time: 1110.82 ms
[2022-03-31 20:51:47 main:574] : INFO : Epoch 1717 | loss: 0.0311531 | val_loss: 0.0311714 | Time: 1121.73 ms
[2022-03-31 20:51:48 main:574] : INFO : Epoch 1718 | loss: 0.0311518 | val_loss: 0.03117 | Time: 1304.44 ms
[2022-03-31 20:51:49 main:574] : INFO : Epoch 1719 | loss: 0.031151 | val_loss: 0.0311687 | Time: 1152.97 ms
[2022-03-31 20:51:50 main:574] : INFO : Epoch 1720 | loss: 0.0311486 | val_loss: 0.0311712 | Time: 1089.67 ms
[2022-03-31 20:51:52 main:574] : INFO : Epoch 1721 | loss: 0.0311529 | val_loss: 0.0311684 | Time: 1067.94 ms
[2022-03-31 20:51:53 main:574] : INFO : Epoch 1722 | loss: 0.0311512 | val_loss: 0.0311693 | Time: 1103.74 ms
[2022-03-31 20:51:54 main:574] : INFO : Epoch 1723 | loss: 0.0311477 | val_loss: 0.0311703 | Time: 1112.02 ms
[2022-03-31 20:51:55 main:574] : INFO : Epoch 1724 | loss: 0.0311501 | val_loss: 0.031178 | Time: 1130.17 ms
[2022-03-31 20:51:56 main:574] : INFO : Epoch 1725 | loss: 0.031149 | val_loss: 0.0311744 | Time: 1289.54 ms
[2022-03-31 20:51:57 main:574] : INFO : Epoch 1726 | loss: 0.0311489 | val_loss: 0.0311774 | Time: 1124.57 ms
[2022-03-31 20:51:58 main:574] : INFO : Epoch 1727 | loss: 0.0311506 | val_loss: 0.0311707 | Time: 1108.86 ms
[2022-03-31 20:52:00 main:574] : INFO : Epoch 1728 | loss: 0.0311502 | val_loss: 0.031173 | Time: 1117.02 ms
[2022-03-31 20:52:01 main:574] : INFO : Epoch 1729 | loss: 0.031153 | val_loss: 0.0311687 | Time: 1113.26 ms
[2022-03-31 20:52:02 main:574] : INFO : Epoch 1730 | loss: 0.0311518 | val_loss: 0.0311655 | Time: 1099.54 ms
[2022-03-31 20:52:03 main:574] : INFO : Epoch 1731 | loss: 0.0311495 | val_loss: 0.0311735 | Time: 1071.66 ms
[2022-03-31 20:52:04 main:574] : INFO : Epoch 1732 | loss: 0.0311521 | val_loss: 0.03117 | Time: 1173.53 ms
[2022-03-31 20:52:05 main:574] : INFO : Epoch 1733 | loss: 0.0311517 | val_loss: 0.0311712 | Time: 1121.14 ms
[2022-03-31 20:52:06 main:574] : INFO : Epoch 1734 | loss: 0.0311505 | val_loss: 0.0311725 | Time: 1144.65 ms
[2022-03-31 20:52:08 main:574] : INFO : Epoch 1735 | loss: 0.0311534 | val_loss: 0.0311675 | Time: 1180.3 ms
[2022-03-31 20:52:09 main:574] : INFO : Epoch 1736 | loss: 0.0311491 | val_loss: 0.0311689 | Time: 1788.98 ms
[2022-03-31 20:52:11 main:574] : INFO : Epoch 1737 | loss: 0.0311479 | val_loss: 0.0311718 | Time: 1194.02 ms
[2022-03-31 20:52:12 main:574] : INFO : Epoch 1738 | loss: 0.0311488 | val_loss: 0.031172 | Time: 1167.95 ms
[2022-03-31 20:52:13 main:574] : INFO : Epoch 1739 | loss: 0.0311488 | val_loss: 0.031176 | Time: 1148.56 ms
[2022-03-31 20:52:14 main:574] : INFO : Epoch 1740 | loss: 0.031146 | val_loss: 0.0311728 | Time: 1112.78 ms
[2022-03-31 20:52:15 main:574] : INFO : Epoch 1741 | loss: 0.0311487 | val_loss: 0.0311699 | Time: 1090.67 ms
[2022-03-31 20:52:16 main:574] : INFO : Epoch 1742 | loss: 0.0311485 | val_loss: 0.0311768 | Time: 1102.9 ms
[2022-03-31 20:52:17 main:574] : INFO : Epoch 1743 | loss: 0.0311455 | val_loss: 0.0311747 | Time: 1073.29 ms
[2022-03-31 20:52:18 main:574] : INFO : Epoch 1744 | loss: 0.0311441 | val_loss: 0.0311708 | Time: 1073.94 ms
[2022-03-31 20:52:19 main:574] : INFO : Epoch 1745 | loss: 0.0311435 | val_loss: 0.0311699 | Time: 1060.15 ms
[2022-03-31 20:52:21 main:574] : INFO : Epoch 1746 | loss: 0.0311414 | val_loss: 0.0311715 | Time: 1126.17 ms
[2022-03-31 20:52:22 main:574] : INFO : Epoch 1747 | loss: 0.0311414 | val_loss: 0.0311697 | Time: 1051.02 ms
[2022-03-31 20:52:23 main:574] : INFO : Epoch 1748 | loss: 0.0311415 | val_loss: 0.0311738 | Time: 1115.51 ms
[2022-03-31 20:52:24 main:574] : INFO : Epoch 1749 | loss: 0.0311438 | val_loss: 0.0311713 | Time: 1213.7 ms
[2022-03-31 20:52:25 main:574] : INFO : Epoch 1750 | loss: 0.0311458 | val_loss: 0.0311728 | Time: 1120.65 ms
[2022-03-31 20:52:26 main:574] : INFO : Epoch 1751 | loss: 0.0311452 | val_loss: 0.0311725 | Time: 1145.74 ms
[2022-03-31 20:52:27 main:574] : INFO : Epoch 1752 | loss: 0.0311414 | val_loss: 0.031173 | Time: 1227.42 ms
[2022-03-31 20:52:29 main:574] : INFO : Epoch 1753 | loss: 0.0311436 | val_loss: 0.0311703 | Time: 1173.43 ms
[2022-03-31 20:52:30 main:574] : INFO : Epoch 1754 | loss: 0.0311421 | val_loss: 0.0311703 | Time: 1085.8 ms
[2022-03-31 20:52:31 main:574] : INFO : Epoch 1755 | loss: 0.0311437 | val_loss: 0.0311725 | Time: 1105.46 ms
[2022-03-31 20:52:32 main:574] : INFO : Epoch 1756 | loss: 0.0311422 | val_loss: 0.0311669 | Time: 1075.73 ms
[2022-03-31 20:52:33 main:574] : INFO : Epoch 1757 | loss: 0.0311432 | val_loss: 0.0311758 | Time: 1104.97 ms
[2022-03-31 20:52:34 main:574] : INFO : Epoch 1758 | loss: 0.0311424 | val_loss: 0.0311671 | Time: 1063.37 ms
[2022-03-31 20:52:35 main:574] : INFO : Epoch 1759 | loss: 0.0311418 | val_loss: 0.0311703 | Time: 1106.87 ms
[2022-03-31 20:52:36 main:574] : INFO : Epoch 1760 | loss: 0.0311447 | val_loss: 0.0311664 | Time: 1065.41 ms
[2022-03-31 20:52:37 main:574] : INFO : Epoch 1761 | loss: 0.0311434 | val_loss: 0.0311647 | Time: 1117.6 ms
[2022-03-31 20:52:38 main:574] : INFO : Epoch 1762 | loss: 0.0311444 | val_loss: 0.0311675 | Time: 1059.9 ms
[2022-03-31 20:52:40 main:574] : INFO : Epoch 1763 | loss: 0.031142 | val_loss: 0.0311697 | Time: 1112.98 ms
[2022-03-31 20:52:41 main:574] : INFO : Epoch 1764 | loss: 0.0311465 | val_loss: 0.0311787 | Time: 1103.46 ms
[2022-03-31 20:52:42 main:574] : INFO : Epoch 1765 | loss: 0.0311512 | val_loss: 0.0311744 | Time: 1093.09 ms
[2022-03-31 20:52:43 main:574] : INFO : Epoch 1766 | loss: 0.0311485 | val_loss: 0.031166 | Time: 1046.76 ms
[2022-03-31 20:52:44 main:574] : INFO : Epoch 1767 | loss: 0.0311478 | val_loss: 0.0311677 | Time: 1073.53 ms
[2022-03-31 20:52:45 main:574] : INFO : Epoch 1768 | loss: 0.0311463 | val_loss: 0.0311664 | Time: 1099.5 ms
[2022-03-31 20:52:46 main:574] : INFO : Epoch 1769 | loss: 0.031146 | val_loss: 0.0311683 | Time: 1046.19 ms
[2022-03-31 20:52:47 main:574] : INFO : Epoch 1770 | loss: 0.0311455 | val_loss: 0.0311693 | Time: 1083.67 ms
[2022-03-31 20:52:48 main:574] : INFO : Epoch 1771 | loss: 0.0311451 | val_loss: 0.0311695 | Time: 1099.71 ms
[2022-03-31 20:52:49 main:574] : INFO : Epoch 1772 | loss: 0.0311443 | val_loss: 0.0311735 | Time: 1195.93 ms
[2022-03-31 20:52:51 main:574] : INFO : Epoch 1773 | loss: 0.0311465 | val_loss: 0.0311677 | Time: 1097.15 ms
[2022-03-31 20:52:52 main:574] : INFO : Epoch 1774 | loss: 0.0311461 | val_loss: 0.0311714 | Time: 1125.41 ms
[2022-03-31 20:52:53 main:574] : INFO : Epoch 1775 | loss: 0.031147 | val_loss: 0.0311721 | Time: 1069.29 ms
[2022-03-31 20:52:54 main:574] : INFO : Epoch 1776 | loss: 0.031143 | val_loss: 0.0311707 | Time: 1068.73 ms
[2022-03-31 20:52:55 main:574] : INFO : Epoch 1777 | loss: 0.0311443 | val_loss: 0.0311704 | Time: 1085.58 ms
[2022-03-31 20:52:56 main:574] : INFO : Epoch 1778 | loss: 0.0311422 | val_loss: 0.0311662 | Time: 1110.07 ms
[2022-03-31 20:52:57 main:574] : INFO : Epoch 1779 | loss: 0.0311411 | val_loss: 0.0311669 | Time: 1107.59 ms
[2022-03-31 20:52:58 main:574] : INFO : Epoch 1780 | loss: 0.0311418 | val_loss: 0.0311704 | Time: 1223.58 ms
[2022-03-31 20:52:59 main:574] : INFO : Epoch 1781 | loss: 0.0311433 | val_loss: 0.0311651 | Time: 1125.1 ms
[2022-03-31 20:53:01 main:574] : INFO : Epoch 1782 | loss: 0.0311406 | val_loss: 0.0311679 | Time: 1146.69 ms
[2022-03-31 20:53:02 main:574] : INFO : Epoch 1783 | loss: 0.0311394 | val_loss: 0.0311663 | Time: 1093.68 ms
[2022-03-31 20:53:03 main:574] : INFO : Epoch 1784 | loss: 0.03114 | val_loss: 0.0311714 | Time: 1121.49 ms
[2022-03-31 20:53:04 main:574] : INFO : Epoch 1785 | loss: 0.0311392 | val_loss: 0.0311664 | Time: 1094.14 ms
[2022-03-31 20:53:05 main:574] : INFO : Epoch 1786 | loss: 0.0311372 | val_loss: 0.0311664 | Time: 1050.79 ms
[2022-03-31 20:53:06 main:574] : INFO : Epoch 1787 | loss: 0.0311388 | val_loss: 0.0311743 | Time: 1106.68 ms
[2022-03-31 20:53:07 main:574] : INFO : Epoch 1788 | loss: 0.0311414 | val_loss: 0.031167 | Time: 1117.34 ms
[2022-03-31 20:53:08 main:574] : INFO : Epoch 1789 | loss: 0.0311412 | val_loss: 0.0311715 | Time: 1130.69 ms
[2022-03-31 20:53:09 main:574] : INFO : Epoch 1790 | loss: 0.0311396 | val_loss: 0.0311684 | Time: 1140.48 ms
[2022-03-31 20:53:11 main:574] : INFO : Epoch 1791 | loss: 0.0311412 | val_loss: 0.0311648 | Time: 1128.55 ms
[2022-03-31 20:53:12 main:574] : INFO : Epoch 1792 | loss: 0.0311419 | val_loss: 0.0311673 | Time: 1098.37 ms
[2022-03-31 20:53:13 main:574] : INFO : Epoch 1793 | loss: 0.0311403 | val_loss: 0.031174 | Time: 1055.57 ms
[2022-03-31 20:53:14 main:574] : INFO : Epoch 1794 | loss: 0.0311387 | val_loss: 0.0311687 | Time: 1085.56 ms
[2022-03-31 20:53:15 main:574] : INFO : Epoch 1795 | loss: 0.0311386 | val_loss: 0.0311738 | Time: 1126.02 ms
[2022-03-31 20:53:16 main:574] : INFO : Epoch 1796 | loss: 0.031141 | val_loss: 0.0311704 | Time: 1129.99 ms
[2022-03-31 20:53:17 main:574] : INFO : Epoch 1797 | loss: 0.0311402 | val_loss: 0.0311687 | Time: 1088.25 ms
[2022-03-31 20:53:18 main:574] : INFO : Epoch 1798 | loss: 0.0311365 | val_loss: 0.0311672 | Time: 1138.84 ms
[2022-03-31 20:53:20 main:574] : INFO : Epoch 1799 | loss: 0.0311355 | val_loss: 0.0311685 | Time: 1116.79 ms
[2022-03-31 20:53:21 main:574] : INFO : Epoch 1800 | loss: 0.0311373 | val_loss: 0.03117 | Time: 1110.87 ms
[2022-03-31 20:53:22 main:574] : INFO : Epoch 1801 | loss: 0.0311369 | val_loss: 0.0311703 | Time: 1017.29 ms
[2022-03-31 20:53:23 main:574] : INFO : Epoch 1802 | loss: 0.0311394 | val_loss: 0.0311702 | Time: 1178.03 ms
[2022-03-31 20:53:24 main:574] : INFO : Epoch 1803 | loss: 0.0311395 | val_loss: 0.0311721 | Time: 1158.56 ms
[2022-03-31 20:53:25 main:574] : INFO : Epoch 1804 | loss: 0.0311379 | val_loss: 0.0311669 | Time: 1165.29 ms
[2022-03-31 20:53:26 main:574] : INFO : Epoch 1805 | loss: 0.0311375 | val_loss: 0.0311703 | Time: 1146.7 ms
[2022-03-31 20:53:28 main:574] : INFO : Epoch 1806 | loss: 0.0311364 | val_loss: 0.0311711 | Time: 1109.85 ms
[2022-03-31 20:53:29 main:574] : INFO : Epoch 1807 | loss: 0.0311358 | val_loss: 0.0311674 | Time: 1121.17 ms
[2022-03-31 20:53:30 main:574] : INFO : Epoch 1808 | loss: 0.0311387 | val_loss: 0.0311724 | Time: 1172.01 ms
[2022-03-31 20:53:31 main:574] : INFO : Epoch 1809 | loss: 0.0311434 | val_loss: 0.0311665 | Time: 1105.87 ms
[2022-03-31 20:53:32 main:574] : INFO : Epoch 1810 | loss: 0.031142 | val_loss: 0.0311685 | Time: 1102.62 ms
[2022-03-31 20:53:33 main:574] : INFO : Epoch 1811 | loss: 0.0311415 | val_loss: 0.0311703 | Time: 1088.9 ms
[2022-03-31 20:53:34 main:574] : INFO : Epoch 1812 | loss: 0.0311412 | val_loss: 0.0311646 | Time: 1091.2 ms
[2022-03-31 20:53:35 main:574] : INFO : Epoch 1813 | loss: 0.0311435 | val_loss: 0.0311665 | Time: 1072.76 ms
[2022-03-31 20:53:36 main:574] : INFO : Epoch 1814 | loss: 0.031143 | val_loss: 0.031167 | Time: 1040.84 ms
[2022-03-31 20:53:38 main:574] : INFO : Epoch 1815 | loss: 0.0311426 | val_loss: 0.0311663 | Time: 1133.89 ms
[2022-03-31 20:53:39 main:574] : INFO : Epoch 1816 | loss: 0.0311417 | val_loss: 0.0311673 | Time: 1101.53 ms
[2022-03-31 20:53:40 main:574] : INFO : Epoch 1817 | loss: 0.0311413 | val_loss: 0.0311635 | Time: 1100.65 ms
[2022-03-31 20:53:41 main:574] : INFO : Epoch 1818 | loss: 0.0311407 | val_loss: 0.0311639 | Time: 1084.28 ms
[2022-03-31 20:53:42 main:574] : INFO : Epoch 1819 | loss: 0.0311412 | val_loss: 0.0311648 | Time: 1108.2 ms
[2022-03-31 20:53:43 main:574] : INFO : Epoch 1820 | loss: 0.0311409 | val_loss: 0.0311663 | Time: 1106.64 ms
[2022-03-31 20:53:44 main:574] : INFO : Epoch 1821 | loss: 0.0311371 | val_loss: 0.0311664 | Time: 1111.51 ms
[2022-03-31 20:53:45 main:574] : INFO : Epoch 1822 | loss: 0.0311387 | val_loss: 0.0311664 | Time: 1127.98 ms
[2022-03-31 20:53:46 main:574] : INFO : Epoch 1823 | loss: 0.0311385 | val_loss: 0.0311649 | Time: 1099.99 ms
[2022-03-31 20:53:48 main:574] : INFO : Epoch 1824 | loss: 0.031156 | val_loss: 0.0311689 | Time: 1109.1 ms
[2022-03-31 20:53:49 main:574] : INFO : Epoch 1825 | loss: 0.0311646 | val_loss: 0.0311697 | Time: 1177.29 ms
[2022-03-31 20:53:50 main:574] : INFO : Epoch 1826 | loss: 0.0311612 | val_loss: 0.0311628 | Time: 1148 ms
[2022-03-31 20:53:51 main:574] : INFO : Epoch 1827 | loss: 0.0311546 | val_loss: 0.031163 | Time: 1088.3 ms
[2022-03-31 20:53:52 main:574] : INFO : Epoch 1828 | loss: 0.0311514 | val_loss: 0.0311614 | Time: 1125.82 ms
[2022-03-31 20:53:53 main:574] : INFO : Epoch 1829 | loss: 0.0311526 | val_loss: 0.0311671 | Time: 1087.93 ms
[2022-03-31 20:53:54 main:574] : INFO : Epoch 1830 | loss: 0.0311523 | val_loss: 0.0311629 | Time: 1184.02 ms
[2022-03-31 20:53:55 main:574] : INFO : Epoch 1831 | loss: 0.0311503 | val_loss: 0.031163 | Time: 1080.63 ms
[2022-03-31 20:53:56 main:574] : INFO : Epoch 1832 | loss: 0.0311489 | val_loss: 0.0311607 | Time: 1026.9 ms
[2022-03-31 20:53:58 main:574] : INFO : Epoch 1833 | loss: 0.0311465 | val_loss: 0.0311633 | Time: 1064.03 ms
[2022-03-31 20:53:59 main:574] : INFO : Epoch 1834 | loss: 0.0311471 | val_loss: 0.0311563 | Time: 1019.58 ms
[2022-03-31 20:54:00 main:574] : INFO : Epoch 1835 | loss: 0.0311457 | val_loss: 0.0311571 | Time: 1042.27 ms
[2022-03-31 20:54:01 main:574] : INFO : Epoch 1836 | loss: 0.0311437 | val_loss: 0.0311604 | Time: 1076.4 ms
[2022-03-31 20:54:02 main:574] : INFO : Epoch 1837 | loss: 0.0311431 | val_loss: 0.0311605 | Time: 1094.84 ms
[2022-03-31 20:54:03 main:574] : INFO : Epoch 1838 | loss: 0.0311411 | val_loss: 0.0311603 | Time: 1106.09 ms
[2022-03-31 20:54:04 main:574] : INFO : Epoch 1839 | loss: 0.0311408 | val_loss: 0.0311655 | Time: 1158.94 ms
[2022-03-31 20:54:05 main:574] : INFO : Epoch 1840 | loss: 0.0311416 | val_loss: 0.0311584 | Time: 1053.14 ms
[2022-03-31 20:54:06 main:574] : INFO : Epoch 1841 | loss: 0.0311423 | val_loss: 0.0311657 | Time: 1058.25 ms
[2022-03-31 20:54:07 main:574] : INFO : Epoch 1842 | loss: 0.0311447 | val_loss: 0.0311608 | Time: 1063.25 ms
[2022-03-31 20:54:08 main:574] : INFO : Epoch 1843 | loss: 0.0311442 | val_loss: 0.0311624 | Time: 1100.54 ms
[2022-03-31 20:54:09 main:574] : INFO : Epoch 1844 | loss: 0.0311455 | val_loss: 0.0311667 | Time: 1121.88 ms
[2022-03-31 20:54:11 main:574] : INFO : Epoch 1845 | loss: 0.0311527 | val_loss: 0.0311693 | Time: 1076.53 ms
[2022-03-31 20:54:12 main:574] : INFO : Epoch 1846 | loss: 0.0311466 | val_loss: 0.0311611 | Time: 1095.62 ms
[2022-03-31 20:54:13 main:574] : INFO : Epoch 1847 | loss: 0.0311429 | val_loss: 0.031167 | Time: 1122.64 ms
[2022-03-31 20:54:14 main:574] : INFO : Epoch 1848 | loss: 0.0311427 | val_loss: 0.0311642 | Time: 1163.07 ms
[2022-03-31 20:54:15 main:574] : INFO : Epoch 1849 | loss: 0.0311412 | val_loss: 0.031161 | Time: 1127.51 ms
[2022-03-31 20:54:16 main:574] : INFO : Epoch 1850 | loss: 0.0311405 | val_loss: 0.0311584 | Time: 1072.58 ms
[2022-03-31 20:54:17 main:574] : INFO : Epoch 1851 | loss: 0.0311423 | val_loss: 0.031158 | Time: 1093.57 ms
[2022-03-31 20:54:18 main:574] : INFO : Epoch 1852 | loss: 0.0311411 | val_loss: 0.03116 | Time: 1061.34 ms
[2022-03-31 20:54:19 main:574] : INFO : Epoch 1853 | loss: 0.0311383 | val_loss: 0.0311623 | Time: 1087.37 ms
[2022-03-31 20:54:20 main:574] : INFO : Epoch 1854 | loss: 0.0311402 | val_loss: 0.0311618 | Time: 1049.18 ms
[2022-03-31 20:54:22 main:574] : INFO : Epoch 1855 | loss: 0.0311428 | val_loss: 0.031164 | Time: 1063.26 ms
[2022-03-31 20:54:23 main:574] : INFO : Epoch 1856 | loss: 0.0311419 | val_loss: 0.0311607 | Time: 1039.29 ms
[2022-03-31 20:54:24 main:574] : INFO : Epoch 1857 | loss: 0.0311412 | val_loss: 0.0311664 | Time: 1121.05 ms
[2022-03-31 20:54:25 main:574] : INFO : Epoch 1858 | loss: 0.0311401 | val_loss: 0.0311601 | Time: 1213.02 ms
[2022-03-31 20:54:26 main:574] : INFO : Epoch 1859 | loss: 0.0311396 | val_loss: 0.0311649 | Time: 1165.28 ms
[2022-03-31 20:54:27 main:574] : INFO : Epoch 1860 | loss: 0.0311418 | val_loss: 0.0311596 | Time: 1241.04 ms
[2022-03-31 20:54:29 main:574] : INFO : Epoch 1861 | loss: 0.0311434 | val_loss: 0.0311644 | Time: 1210.63 ms
[2022-03-31 20:54:30 main:574] : INFO : Epoch 1862 | loss: 0.0311395 | val_loss: 0.0311585 | Time: 1131.71 ms
[2022-03-31 20:54:31 main:574] : INFO : Epoch 1863 | loss: 0.0311375 | val_loss: 0.0311594 | Time: 1091.68 ms
[2022-03-31 20:54:32 main:574] : INFO : Epoch 1864 | loss: 0.0311382 | val_loss: 0.0311632 | Time: 1016.97 ms
[2022-03-31 20:54:33 main:574] : INFO : Epoch 1865 | loss: 0.0311378 | val_loss: 0.0311612 | Time: 1076.38 ms
[2022-03-31 20:54:34 main:574] : INFO : Epoch 1866 | loss: 0.031138 | val_loss: 0.0311616 | Time: 1047.76 ms
[2022-03-31 20:54:35 main:574] : INFO : Epoch 1867 | loss: 0.0311368 | val_loss: 0.0311636 | Time: 1063.79 ms
[2022-03-31 20:54:36 main:574] : INFO : Epoch 1868 | loss: 0.0311405 | val_loss: 0.0311609 | Time: 1133.71 ms
[2022-03-31 20:54:37 main:574] : INFO : Epoch 1869 | loss: 0.031149 | val_loss: 0.0311641 | Time: 1106.06 ms
[2022-03-31 20:54:38 main:574] : INFO : Epoch 1870 | loss: 0.031148 | val_loss: 0.0311589 | Time: 1120.05 ms
[2022-03-31 20:54:40 main:574] : INFO : Epoch 1871 | loss: 0.0311451 | val_loss: 0.0311592 | Time: 1243.31 ms
[2022-03-31 20:54:41 main:574] : INFO : Epoch 1872 | loss: 0.0311431 | val_loss: 0.0311587 | Time: 1375.4 ms
[2022-03-31 20:54:42 main:574] : INFO : Epoch 1873 | loss: 0.0311401 | val_loss: 0.0311689 | Time: 1254.05 ms
[2022-03-31 20:54:43 main:574] : INFO : Epoch 1874 | loss: 0.0311399 | val_loss: 0.0311616 | Time: 1104.46 ms
[2022-03-31 20:54:44 main:574] : INFO : Epoch 1875 | loss: 0.0311376 | val_loss: 0.0311623 | Time: 1095.23 ms
[2022-03-31 20:54:46 main:574] : INFO : Epoch 1876 | loss: 0.0311383 | val_loss: 0.031159 | Time: 1065.17 ms
[2022-03-31 20:54:47 main:574] : INFO : Epoch 1877 | loss: 0.0311388 | val_loss: 0.0311716 | Time: 1099.58 ms
[2022-03-31 20:54:48 main:574] : INFO : Epoch 1878 | loss: 0.0311458 | val_loss: 0.0311634 | Time: 1088.58 ms
[2022-03-31 20:54:49 main:574] : INFO : Epoch 1879 | loss: 0.0311386 | val_loss: 0.0311628 | Time: 1178.29 ms
[2022-03-31 20:54:50 main:574] : INFO : Epoch 1880 | loss: 0.0311368 | val_loss: 0.0311648 | Time: 1149.84 ms
[2022-03-31 20:54:51 main:574] : INFO : Epoch 1881 | loss: 0.0311367 | val_loss: 0.0311637 | Time: 1129.94 ms
[2022-03-31 20:54:52 main:574] : INFO : Epoch 1882 | loss: 0.0311372 | val_loss: 0.0311629 | Time: 1090.94 ms
[2022-03-31 20:54:53 main:574] : INFO : Epoch 1883 | loss: 0.0311349 | val_loss: 0.0311609 | Time: 1075.82 ms
[2022-03-31 20:54:54 main:574] : INFO : Epoch 1884 | loss: 0.0311346 | val_loss: 0.031164 | Time: 1101.09 ms
[2022-03-31 20:54:56 main:574] : INFO : Epoch 1885 | loss: 0.0311342 | val_loss: 0.0311632 | Time: 1124.13 ms
[2022-03-31 20:54:57 main:574] : INFO : Epoch 1886 | loss: 0.0311365 | val_loss: 0.0311603 | Time: 1157.27 ms
[2022-03-31 20:54:58 main:574] : INFO : Epoch 1887 | loss: 0.0311337 | val_loss: 0.0311625 | Time: 1125.94 ms
[2022-03-31 20:54:59 main:574] : INFO : Epoch 1888 | loss: 0.0311344 | val_loss: 0.0311604 | Time: 1053.59 ms
[2022-03-31 20:55:00 main:574] : INFO : Epoch 1889 | loss: 0.0311385 | val_loss: 0.0311612 | Time: 1086.58 ms
[2022-03-31 20:55:01 main:574] : INFO : Epoch 1890 | loss: 0.0311381 | val_loss: 0.0311596 | Time: 1128.4 ms
[2022-03-31 20:55:02 main:574] : INFO : Epoch 1891 | loss: 0.0311348 | val_loss: 0.0311641 | Time: 1133.26 ms
[2022-03-31 20:55:03 main:574] : INFO : Epoch 1892 | loss: 0.0311338 | val_loss: 0.0311616 | Time: 1111.67 ms
[2022-03-31 20:55:05 main:574] : INFO : Epoch 1893 | loss: 0.031133 | val_loss: 0.0311591 | Time: 1104.15 ms
[2022-03-31 20:55:06 main:574] : INFO : Epoch 1894 | loss: 0.0311328 | val_loss: 0.0311588 | Time: 1108.94 ms
[2022-03-31 20:55:07 main:574] : INFO : Epoch 1895 | loss: 0.0311315 | val_loss: 0.0311611 | Time: 1139.81 ms
[2022-03-31 20:55:08 main:574] : INFO : Epoch 1896 | loss: 0.0311346 | val_loss: 0.0311597 | Time: 1074.6 ms
[2022-03-31 20:55:09 main:574] : INFO : Epoch 1897 | loss: 0.0311344 | val_loss: 0.0311605 | Time: 1172.36 ms
[2022-03-31 20:55:10 main:574] : INFO : Epoch 1898 | loss: 0.031132 | val_loss: 0.0311624 | Time: 1161.88 ms
[2022-03-31 20:55:11 main:574] : INFO : Epoch 1899 | loss: 0.031135 | val_loss: 0.0311688 | Time: 1140.93 ms
[2022-03-31 20:55:12 main:574] : INFO : Epoch 1900 | loss: 0.0311382 | val_loss: 0.0311579 | Time: 1128.48 ms
[2022-03-31 20:55:14 main:574] : INFO : Epoch 1901 | loss: 0.0311315 | val_loss: 0.0311646 | Time: 1099.94 ms
[2022-03-31 20:55:15 main:574] : INFO : Epoch 1902 | loss: 0.0311331 | val_loss: 0.0311616 | Time: 1095.44 ms
[2022-03-31 20:55:16 main:574] : INFO : Epoch 1903 | loss: 0.0311313 | val_loss: 0.0311618 | Time: 1031.38 ms
[2022-03-31 20:55:17 main:574] : INFO : Epoch 1904 | loss: 0.0311314 | val_loss: 0.0311594 | Time: 1051.19 ms
[2022-03-31 20:55:18 main:574] : INFO : Epoch 1905 | loss: 0.0311382 | val_loss: 0.0311622 | Time: 1052.13 ms
[2022-03-31 20:55:19 main:574] : INFO : Epoch 1906 | loss: 0.031146 | val_loss: 0.0311573 | Time: 1071.4 ms
[2022-03-31 20:55:20 main:574] : INFO : Epoch 1907 | loss: 0.0311422 | val_loss: 0.0311575 | Time: 1089.21 ms
[2022-03-31 20:55:21 main:574] : INFO : Epoch 1908 | loss: 0.0311367 | val_loss: 0.0311587 | Time: 1114.35 ms
[2022-03-31 20:55:22 main:574] : INFO : Epoch 1909 | loss: 0.0311361 | val_loss: 0.0311595 | Time: 1124.32 ms
[2022-03-31 20:55:23 main:574] : INFO : Epoch 1910 | loss: 0.0311399 | val_loss: 0.031167 | Time: 1147.08 ms
[2022-03-31 20:55:25 main:574] : INFO : Epoch 1911 | loss: 0.0311671 | val_loss: 0.0311667 | Time: 1205.01 ms
[2022-03-31 20:55:26 main:574] : INFO : Epoch 1912 | loss: 0.0311668 | val_loss: 0.0311651 | Time: 1176.78 ms
[2022-03-31 20:55:27 main:574] : INFO : Epoch 1913 | loss: 0.0311658 | val_loss: 0.0311674 | Time: 1178.25 ms
[2022-03-31 20:55:28 main:574] : INFO : Epoch 1914 | loss: 0.0311663 | val_loss: 0.0311664 | Time: 1151.18 ms
[2022-03-31 20:55:29 main:574] : INFO : Epoch 1915 | loss: 0.0311623 | val_loss: 0.0311652 | Time: 1165.14 ms
[2022-03-31 20:55:30 main:574] : INFO : Epoch 1916 | loss: 0.0311596 | val_loss: 0.0311642 | Time: 1047.1 ms
[2022-03-31 20:55:31 main:574] : INFO : Epoch 1917 | loss: 0.0311584 | val_loss: 0.0311608 | Time: 1119.94 ms
[2022-03-31 20:55:33 main:574] : INFO : Epoch 1918 | loss: 0.031158 | val_loss: 0.0311595 | Time: 1091.25 ms
[2022-03-31 20:55:34 main:574] : INFO : Epoch 1919 | loss: 0.0311564 | val_loss: 0.0311597 | Time: 1139.51 ms
[2022-03-31 20:55:35 main:574] : INFO : Epoch 1920 | loss: 0.0311543 | val_loss: 0.031159 | Time: 1077.33 ms
[2022-03-31 20:55:36 main:574] : INFO : Epoch 1921 | loss: 0.0311529 | val_loss: 0.0311627 | Time: 1123.33 ms
[2022-03-31 20:55:37 main:574] : INFO : Epoch 1922 | loss: 0.0311528 | val_loss: 0.0311587 | Time: 1050.19 ms
[2022-03-31 20:55:38 main:574] : INFO : Epoch 1923 | loss: 0.0311519 | val_loss: 0.0311578 | Time: 1124.56 ms
[2022-03-31 20:55:39 main:574] : INFO : Epoch 1924 | loss: 0.0311503 | val_loss: 0.0311571 | Time: 1098.93 ms
[2022-03-31 20:55:40 main:574] : INFO : Epoch 1925 | loss: 0.0311494 | val_loss: 0.0311565 | Time: 1076.58 ms
[2022-03-31 20:55:41 main:574] : INFO : Epoch 1926 | loss: 0.0311509 | val_loss: 0.0311612 | Time: 1063.18 ms
[2022-03-31 20:55:42 main:574] : INFO : Epoch 1927 | loss: 0.0311486 | val_loss: 0.0311575 | Time: 1093.02 ms
[2022-03-31 20:55:44 main:574] : INFO : Epoch 1928 | loss: 0.0311479 | val_loss: 0.0311591 | Time: 1082.71 ms
[2022-03-31 20:55:45 main:574] : INFO : Epoch 1929 | loss: 0.0311492 | val_loss: 0.0311581 | Time: 1114.64 ms
[2022-03-31 20:55:46 main:574] : INFO : Epoch 1930 | loss: 0.0311495 | val_loss: 0.0311594 | Time: 1052.22 ms
[2022-03-31 20:55:47 main:574] : INFO : Epoch 1931 | loss: 0.0311458 | val_loss: 0.0311573 | Time: 1113.59 ms
[2022-03-31 20:55:48 main:574] : INFO : Epoch 1932 | loss: 0.0311488 | val_loss: 0.0311648 | Time: 1040.86 ms
[2022-03-31 20:55:49 main:574] : INFO : Epoch 1933 | loss: 0.0311542 | val_loss: 0.0311681 | Time: 1155.81 ms
[2022-03-31 20:55:50 main:574] : INFO : Epoch 1934 | loss: 0.0311501 | val_loss: 0.0311553 | Time: 1119.17 ms
[2022-03-31 20:55:51 main:574] : INFO : Epoch 1935 | loss: 0.0311469 | val_loss: 0.0311576 | Time: 1132.6 ms
[2022-03-31 20:55:52 main:574] : INFO : Epoch 1936 | loss: 0.0311462 | val_loss: 0.031157 | Time: 1081.4 ms
[2022-03-31 20:55:53 main:574] : INFO : Epoch 1937 | loss: 0.0311472 | val_loss: 0.031157 | Time: 1120.36 ms
[2022-03-31 20:55:55 main:574] : INFO : Epoch 1938 | loss: 0.0311473 | val_loss: 0.0311629 | Time: 1069.57 ms
[2022-03-31 20:55:56 main:574] : INFO : Epoch 1939 | loss: 0.0311464 | val_loss: 0.0311557 | Time: 1063.29 ms
[2022-03-31 20:55:57 main:574] : INFO : Epoch 1940 | loss: 0.0311453 | val_loss: 0.0311589 | Time: 1059.25 ms
[2022-03-31 20:55:58 main:574] : INFO : Epoch 1941 | loss: 0.0311469 | val_loss: 0.0311606 | Time: 1043.79 ms
[2022-03-31 20:55:59 main:574] : INFO : Epoch 1942 | loss: 0.0311482 | val_loss: 0.0311567 | Time: 1137.14 ms
[2022-03-31 20:56:00 main:574] : INFO : Epoch 1943 | loss: 0.0311442 | val_loss: 0.0311577 | Time: 1095.18 ms
[2022-03-31 20:56:01 main:574] : INFO : Epoch 1944 | loss: 0.0311437 | val_loss: 0.0311592 | Time: 1146.82 ms
[2022-03-31 20:56:02 main:574] : INFO : Epoch 1945 | loss: 0.0311436 | val_loss: 0.03116 | Time: 1052.82 ms
[2022-03-31 20:56:03 main:574] : INFO : Epoch 1946 | loss: 0.0311425 | val_loss: 0.0311577 | Time: 1121.34 ms
[2022-03-31 20:56:04 main:574] : INFO : Epoch 1947 | loss: 0.0311415 | val_loss: 0.0311607 | Time: 1061.52 ms
[2022-03-31 20:56:05 main:574] : INFO : Epoch 1948 | loss: 0.0311444 | val_loss: 0.0311641 | Time: 1075.5 ms
[2022-03-31 20:56:07 main:574] : INFO : Epoch 1949 | loss: 0.0311432 | val_loss: 0.0311604 | Time: 1075.83 ms
[2022-03-31 20:56:08 main:574] : INFO : Epoch 1950 | loss: 0.0311425 | val_loss: 0.0311609 | Time: 1095.78 ms
[2022-03-31 20:56:09 main:574] : INFO : Epoch 1951 | loss: 0.0311406 | val_loss: 0.0311587 | Time: 1114.98 ms
[2022-03-31 20:56:10 main:574] : INFO : Epoch 1952 | loss: 0.0311397 | val_loss: 0.0311581 | Time: 1176.94 ms
[2022-03-31 20:56:11 main:574] : INFO : Epoch 1953 | loss: 0.0311433 | val_loss: 0.0311621 | Time: 1126.02 ms
[2022-03-31 20:56:12 main:574] : INFO : Epoch 1954 | loss: 0.031142 | val_loss: 0.0311601 | Time: 1075.72 ms
[2022-03-31 20:56:13 main:574] : INFO : Epoch 1955 | loss: 0.031141 | val_loss: 0.0311575 | Time: 1071.11 ms
[2022-03-31 20:56:14 main:574] : INFO : Epoch 1956 | loss: 0.0311412 | val_loss: 0.0311594 | Time: 1107.26 ms
[2022-03-31 20:56:15 main:574] : INFO : Epoch 1957 | loss: 0.0311396 | val_loss: 0.0311602 | Time: 1118.2 ms
[2022-03-31 20:56:17 main:574] : INFO : Epoch 1958 | loss: 0.0311432 | val_loss: 0.0311615 | Time: 1093.34 ms
[2022-03-31 20:56:18 main:574] : INFO : Epoch 1959 | loss: 0.0311435 | val_loss: 0.0311559 | Time: 1141.42 ms
[2022-03-31 20:56:19 main:574] : INFO : Epoch 1960 | loss: 0.0311424 | val_loss: 0.0311566 | Time: 1141.61 ms
[2022-03-31 20:56:20 main:574] : INFO : Epoch 1961 | loss: 0.0311393 | val_loss: 0.0311562 | Time: 1062.47 ms
[2022-03-31 20:56:21 main:574] : INFO : Epoch 1962 | loss: 0.0311387 | val_loss: 0.0311577 | Time: 1083.43 ms
[2022-03-31 20:56:22 main:574] : INFO : Epoch 1963 | loss: 0.0311373 | val_loss: 0.0311595 | Time: 1050.44 ms
[2022-03-31 20:56:23 main:574] : INFO : Epoch 1964 | loss: 0.0311371 | val_loss: 0.0311573 | Time: 1053.71 ms
[2022-03-31 20:56:24 main:574] : INFO : Epoch 1965 | loss: 0.0311362 | val_loss: 0.0311589 | Time: 1093.91 ms
[2022-03-31 20:56:25 main:574] : INFO : Epoch 1966 | loss: 0.0311361 | val_loss: 0.0311582 | Time: 1182.36 ms
[2022-03-31 20:56:27 main:574] : INFO : Epoch 1967 | loss: 0.0311352 | val_loss: 0.0311598 | Time: 1200.35 ms
[2022-03-31 20:56:28 main:574] : INFO : Epoch 1968 | loss: 0.0311371 | val_loss: 0.0311581 | Time: 1183.14 ms
[2022-03-31 20:56:29 main:574] : INFO : Epoch 1969 | loss: 0.0311358 | val_loss: 0.0311608 | Time: 1154.11 ms
[2022-03-31 20:56:30 main:574] : INFO : Epoch 1970 | loss: 0.0311407 | val_loss: 0.0311559 | Time: 1093.72 ms
[2022-03-31 20:56:31 main:574] : INFO : Epoch 1971 | loss: 0.0311415 | val_loss: 0.0311616 | Time: 1128.15 ms
[2022-03-31 20:56:32 main:574] : INFO : Epoch 1972 | loss: 0.0311402 | val_loss: 0.0311577 | Time: 1120.56 ms
[2022-03-31 20:56:33 main:574] : INFO : Epoch 1973 | loss: 0.0311372 | val_loss: 0.0311541 | Time: 1106.61 ms
[2022-03-31 20:56:34 main:574] : INFO : Epoch 1974 | loss: 0.0311356 | val_loss: 0.0311546 | Time: 1091.73 ms
[2022-03-31 20:56:36 main:574] : INFO : Epoch 1975 | loss: 0.0311373 | val_loss: 0.0311531 | Time: 1121.8 ms
[2022-03-31 20:56:37 main:574] : INFO : Epoch 1976 | loss: 0.0311365 | val_loss: 0.0311552 | Time: 1042.01 ms
[2022-03-31 20:56:38 main:574] : INFO : Epoch 1977 | loss: 0.0311367 | val_loss: 0.0311622 | Time: 1042.67 ms
[2022-03-31 20:56:39 main:574] : INFO : Epoch 1978 | loss: 0.0311387 | val_loss: 0.0311571 | Time: 1110.68 ms
[2022-03-31 20:56:40 main:574] : INFO : Epoch 1979 | loss: 0.0311363 | val_loss: 0.0311553 | Time: 1130.2 ms
[2022-03-31 20:56:41 main:574] : INFO : Epoch 1980 | loss: 0.0311361 | val_loss: 0.0311551 | Time: 1074.99 ms
[2022-03-31 20:56:42 main:574] : INFO : Epoch 1981 | loss: 0.0311369 | val_loss: 0.0311556 | Time: 1046.6 ms
[2022-03-31 20:56:43 main:574] : INFO : Epoch 1982 | loss: 0.0311378 | val_loss: 0.0311537 | Time: 1063.75 ms
[2022-03-31 20:56:44 main:574] : INFO : Epoch 1983 | loss: 0.0311377 | val_loss: 0.0311596 | Time: 1102.14 ms
[2022-03-31 20:56:45 main:574] : INFO : Epoch 1984 | loss: 0.0311414 | val_loss: 0.0311584 | Time: 1081.54 ms
[2022-03-31 20:56:46 main:574] : INFO : Epoch 1985 | loss: 0.0311415 | val_loss: 0.0311737 | Time: 1065.01 ms
[2022-03-31 20:56:47 main:574] : INFO : Epoch 1986 | loss: 0.0311448 | val_loss: 0.0311603 | Time: 1056.1 ms
[2022-03-31 20:56:49 main:574] : INFO : Epoch 1987 | loss: 0.0311431 | val_loss: 0.031159 | Time: 1055.49 ms
[2022-03-31 20:56:50 main:574] : INFO : Epoch 1988 | loss: 0.0311426 | val_loss: 0.0311591 | Time: 1104.36 ms
[2022-03-31 20:56:51 main:574] : INFO : Epoch 1989 | loss: 0.0311451 | val_loss: 0.0311598 | Time: 1052.1 ms
[2022-03-31 20:56:52 main:574] : INFO : Epoch 1990 | loss: 0.0311457 | val_loss: 0.0311625 | Time: 1053.77 ms
[2022-03-31 20:56:53 main:574] : INFO : Epoch 1991 | loss: 0.0311462 | val_loss: 0.0311615 | Time: 1031.2 ms
[2022-03-31 20:56:54 main:574] : INFO : Epoch 1992 | loss: 0.0311443 | val_loss: 0.0311553 | Time: 1073.8 ms
[2022-03-31 20:56:55 main:574] : INFO : Epoch 1993 | loss: 0.0311413 | val_loss: 0.0311566 | Time: 1111.03 ms
[2022-03-31 20:56:56 main:574] : INFO : Epoch 1994 | loss: 0.0311425 | val_loss: 0.0311598 | Time: 1091.95 ms
[2022-03-31 20:56:57 main:574] : INFO : Epoch 1995 | loss: 0.0311425 | val_loss: 0.0311547 | Time: 1094.3 ms
[2022-03-31 20:56:58 main:574] : INFO : Epoch 1996 | loss: 0.0311408 | val_loss: 0.0311528 | Time: 1095.33 ms
[2022-03-31 20:56:59 main:574] : INFO : Epoch 1997 | loss: 0.0311389 | val_loss: 0.0311534 | Time: 1078.75 ms
[2022-03-31 20:57:00 main:574] : INFO : Epoch 1998 | loss: 0.0311381 | val_loss: 0.0311526 | Time: 1094.77 ms
[2022-03-31 20:57:02 main:574] : INFO : Epoch 1999 | loss: 0.0311447 | val_loss: 0.0311567 | Time: 1139.32 ms
[2022-03-31 20:57:03 main:574] : INFO : Epoch 2000 | loss: 0.0311445 | val_loss: 0.0311543 | Time: 1081.32 ms
[2022-03-31 20:57:04 main:574] : INFO : Epoch 2001 | loss: 0.0311409 | val_loss: 0.0311539 | Time: 1122.11 ms
[2022-03-31 20:57:05 main:574] : INFO : Epoch 2002 | loss: 0.031138 | val_loss: 0.0311551 | Time: 1138.9 ms
[2022-03-31 20:57:06 main:574] : INFO : Epoch 2003 | loss: 0.0311379 | val_loss: 0.0311534 | Time: 1116.75 ms
[2022-03-31 20:57:07 main:574] : INFO : Epoch 2004 | loss: 0.0311373 | val_loss: 0.0311506 | Time: 1075.21 ms
[2022-03-31 20:57:08 main:574] : INFO : Epoch 2005 | loss: 0.0311369 | val_loss: 0.0311534 | Time: 1052.95 ms
[2022-03-31 20:57:09 main:574] : INFO : Epoch 2006 | loss: 0.0311385 | val_loss: 0.0311505 | Time: 1155.58 ms
[2022-03-31 20:57:11 main:574] : INFO : Epoch 2007 | loss: 0.0311367 | val_loss: 0.0311555 | Time: 1138.4 ms
[2022-03-31 20:57:12 main:574] : INFO : Epoch 2008 | loss: 0.031139 | val_loss: 0.0311536 | Time: 1075.93 ms
[2022-03-31 20:57:13 main:574] : INFO : Epoch 2009 | loss: 0.03114 | val_loss: 0.0311523 | Time: 1047.39 ms
[2022-03-31 20:57:14 main:574] : INFO : Epoch 2010 | loss: 0.0311384 | val_loss: 0.0311525 | Time: 1050.82 ms
[2022-03-31 20:57:15 main:574] : INFO : Epoch 2011 | loss: 0.0311397 | val_loss: 0.0311561 | Time: 1056.5 ms
[2022-03-31 20:57:16 main:574] : INFO : Epoch 2012 | loss: 0.0311419 | val_loss: 0.0311525 | Time: 1081.72 ms
[2022-03-31 20:57:17 main:574] : INFO : Epoch 2013 | loss: 0.031139 | val_loss: 0.0311594 | Time: 1080.24 ms
[2022-03-31 20:57:18 main:574] : INFO : Epoch 2014 | loss: 0.0311391 | val_loss: 0.0311526 | Time: 1014.34 ms
[2022-03-31 20:57:19 main:574] : INFO : Epoch 2015 | loss: 0.0311351 | val_loss: 0.0311554 | Time: 1075.95 ms
[2022-03-31 20:57:20 main:574] : INFO : Epoch 2016 | loss: 0.0311344 | val_loss: 0.0311542 | Time: 1104.35 ms
[2022-03-31 20:57:22 main:574] : INFO : Epoch 2017 | loss: 0.0311399 | val_loss: 0.0311604 | Time: 1424.6 ms
[2022-03-31 20:57:23 main:574] : INFO : Epoch 2018 | loss: 0.0311403 | val_loss: 0.0311537 | Time: 1070.5 ms
[2022-03-31 20:57:24 main:574] : INFO : Epoch 2019 | loss: 0.031139 | val_loss: 0.0311505 | Time: 1106.58 ms
[2022-03-31 20:57:25 main:574] : INFO : Epoch 2020 | loss: 0.0311383 | val_loss: 0.031156 | Time: 1121.27 ms
[2022-03-31 20:57:26 main:574] : INFO : Epoch 2021 | loss: 0.0311374 | val_loss: 0.0311541 | Time: 1153.03 ms
[2022-03-31 20:57:27 main:574] : INFO : Epoch 2022 | loss: 0.0311387 | val_loss: 0.031157 | Time: 1166.66 ms
[2022-03-31 20:57:28 main:574] : INFO : Epoch 2023 | loss: 0.0311386 | val_loss: 0.031155 | Time: 1088.63 ms
[2022-03-31 20:57:29 main:574] : INFO : Epoch 2024 | loss: 0.0311369 | val_loss: 0.0311564 | Time: 1181.18 ms
[2022-03-31 20:57:31 main:574] : INFO : Epoch 2025 | loss: 0.0311347 | val_loss: 0.0311588 | Time: 1175.69 ms
[2022-03-31 20:57:32 main:574] : INFO : Epoch 2026 | loss: 0.0311368 | val_loss: 0.0311549 | Time: 1114.55 ms
[2022-03-31 20:57:33 main:574] : INFO : Epoch 2027 | loss: 0.0311363 | val_loss: 0.0311558 | Time: 1170.66 ms
[2022-03-31 20:57:34 main:574] : INFO : Epoch 2028 | loss: 0.0311354 | val_loss: 0.0311563 | Time: 1126.32 ms
[2022-03-31 20:57:35 main:574] : INFO : Epoch 2029 | loss: 0.0311336 | val_loss: 0.0311557 | Time: 1089.74 ms
[2022-03-31 20:57:36 main:574] : INFO : Epoch 2030 | loss: 0.0311335 | val_loss: 0.0311556 | Time: 1061.79 ms
[2022-03-31 20:57:37 main:574] : INFO : Epoch 2031 | loss: 0.0311332 | val_loss: 0.0311561 | Time: 1047.21 ms
[2022-03-31 20:57:38 main:574] : INFO : Epoch 2032 | loss: 0.0311329 | val_loss: 0.0311548 | Time: 1105.81 ms
[2022-03-31 20:57:39 main:574] : INFO : Epoch 2033 | loss: 0.0311336 | val_loss: 0.0311534 | Time: 1073.7 ms
[2022-03-31 20:57:41 main:574] : INFO : Epoch 2034 | loss: 0.031133 | val_loss: 0.0311521 | Time: 1106.79 ms
[2022-03-31 20:57:42 main:574] : INFO : Epoch 2035 | loss: 0.0311315 | val_loss: 0.0311544 | Time: 1049.51 ms
[2022-03-31 20:57:43 main:574] : INFO : Epoch 2036 | loss: 0.0311323 | val_loss: 0.031152 | Time: 1050.5 ms
[2022-03-31 20:57:44 main:574] : INFO : Epoch 2037 | loss: 0.0311331 | val_loss: 0.0311528 | Time: 1115.02 ms
[2022-03-31 20:57:45 main:574] : INFO : Epoch 2038 | loss: 0.0311332 | val_loss: 0.0311534 | Time: 1054.99 ms
[2022-03-31 20:57:46 main:574] : INFO : Epoch 2039 | loss: 0.0311374 | val_loss: 0.0311551 | Time: 1092.96 ms
[2022-03-31 20:57:47 main:574] : INFO : Epoch 2040 | loss: 0.0311469 | val_loss: 0.031155 | Time: 1064.36 ms
[2022-03-31 20:57:48 main:574] : INFO : Epoch 2041 | loss: 0.0311424 | val_loss: 0.0311516 | Time: 1097.55 ms
[2022-03-31 20:57:49 main:574] : INFO : Epoch 2042 | loss: 0.0311395 | val_loss: 0.0311534 | Time: 1102.63 ms
[2022-03-31 20:57:50 main:574] : INFO : Epoch 2043 | loss: 0.0311393 | val_loss: 0.0311521 | Time: 1115.09 ms
[2022-03-31 20:57:51 main:574] : INFO : Epoch 2044 | loss: 0.0311354 | val_loss: 0.0311544 | Time: 1071.29 ms
[2022-03-31 20:57:53 main:574] : INFO : Epoch 2045 | loss: 0.0311344 | val_loss: 0.0311515 | Time: 1112.82 ms
[2022-03-31 20:57:54 main:574] : INFO : Epoch 2046 | loss: 0.0311341 | val_loss: 0.0311543 | Time: 1036.21 ms
[2022-03-31 20:57:55 main:574] : INFO : Epoch 2047 | loss: 0.0311329 | val_loss: 0.0311522 | Time: 1078.05 ms
[2022-03-31 20:57:56 main:574] : INFO : Epoch 2048 | loss: 0.0311324 | val_loss: 0.0311521 | Time: 1026.19 ms
[2022-03-31 20:57:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311521
[2022-03-31 20:57:56 main:603] : INFO : Saving end state to config to file
[2022-03-31 20:57:56 main:608] : INFO : Success, exiting..
20:57:56 (16456): 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)