Task 14597599
| Name | ParityModified-1647048533-17124-3-0_1 |
| Workunit | 11575687 |
| Created | 11 Apr 2022, 20:17:22 UTC |
| Sent | 11 Apr 2022, 20:17:59 UTC |
| Report deadline | 19 Apr 2022, 20:17:59 UTC |
| Received | 11 Apr 2022, 22:37:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 5 sec |
| CPU time | 38 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.031134 | val_loss: 0.0311732 | Time: 1147.43 ms [2022-04-11 16:00:07 main:574] : INFO : Epoch 1543 | loss: 0.0311348 | val_loss: 0.0311735 | Time: 1140.79 ms [2022-04-11 16:00:08 main:574] : INFO : Epoch 1544 | loss: 0.0311363 | val_loss: 0.0311758 | Time: 1152.35 ms [2022-04-11 16:00:09 main:574] : INFO : Epoch 1545 | loss: 0.0311355 | val_loss: 0.0311803 | Time: 1138.2 ms [2022-04-11 16:00:10 main:574] : INFO : Epoch 1546 | loss: 0.0314774 | val_loss: 0.0318016 | Time: 1132.81 ms [2022-04-11 16:00:11 main:574] : INFO : Epoch 1547 | loss: 0.0338396 | val_loss: 0.0316268 | Time: 1135.09 ms [2022-04-11 16:00:12 main:574] : INFO : Epoch 1548 | loss: 0.0345342 | val_loss: 0.0325255 | Time: 1133.81 ms [2022-04-11 16:00:13 main:574] : INFO : Epoch 1549 | loss: 0.0318494 | val_loss: 0.0314761 | Time: 1139.4 ms [2022-04-11 16:00:15 main:574] : INFO : Epoch 1550 | loss: 0.0313382 | val_loss: 0.0312471 | Time: 1133.23 ms [2022-04-11 16:00:16 main:574] : INFO : Epoch 1551 | loss: 0.0312434 | val_loss: 0.031222 | Time: 1136.98 ms [2022-04-11 16:00:17 main:574] : INFO : Epoch 1552 | loss: 0.0312182 | val_loss: 0.0312063 | Time: 1141.24 ms [2022-04-11 16:00:18 main:574] : INFO : Epoch 1553 | loss: 0.0312098 | val_loss: 0.031201 | Time: 1135.86 ms [2022-04-11 16:00:19 main:574] : INFO : Epoch 1554 | loss: 0.031206 | val_loss: 0.0311996 | Time: 1137.77 ms [2022-04-11 16:00:20 main:574] : INFO : Epoch 1555 | loss: 0.0312047 | val_loss: 0.0311988 | Time: 1133.75 ms [2022-04-11 16:00:21 main:574] : INFO : Epoch 1556 | loss: 0.0312045 | val_loss: 0.0311979 | Time: 1137.15 ms [2022-04-11 16:00:23 main:574] : INFO : Epoch 1557 | loss: 0.0312032 | val_loss: 0.031197 | Time: 1137.75 ms [2022-04-11 16:00:24 main:574] : INFO : Epoch 1558 | loss: 0.0312007 | val_loss: 0.0311944 | Time: 1142.7 ms [2022-04-11 16:00:25 main:574] : INFO : Epoch 1559 | loss: 0.0311959 | val_loss: 0.0311884 | Time: 1134.92 ms [2022-04-11 16:00:26 main:574] : INFO : Epoch 1560 | loss: 0.0311907 | val_loss: 0.0311865 | Time: 1154.14 ms [2022-04-11 16:00:27 main:574] : INFO : Epoch 1561 | loss: 0.0311898 | val_loss: 0.0311857 | Time: 1138.04 ms [2022-04-11 16:00:28 main:574] : INFO : Epoch 1562 | loss: 0.0311874 | val_loss: 0.0311821 | Time: 1147.43 ms [2022-04-11 16:00:29 main:574] : INFO : Epoch 1563 | loss: 0.0311806 | val_loss: 0.0311795 | Time: 1140.58 ms [2022-04-11 16:00:31 main:574] : INFO : Epoch 1564 | loss: 0.0311789 | val_loss: 0.0311752 | Time: 1131.06 ms [2022-04-11 16:00:32 main:574] : INFO : Epoch 1565 | loss: 0.0311758 | val_loss: 0.0311771 | Time: 1142.81 ms [2022-04-11 16:00:33 main:574] : INFO : Epoch 1566 | loss: 0.0311746 | val_loss: 0.031175 | Time: 1148.65 ms [2022-04-11 16:00:34 main:574] : INFO : Epoch 1567 | loss: 0.0311728 | val_loss: 0.0311752 | Time: 1133.6 ms [2022-04-11 16:00:35 main:574] : INFO : Epoch 1568 | loss: 0.0311715 | val_loss: 0.031175 | Time: 1132.62 ms [2022-04-11 16:00:36 main:574] : INFO : Epoch 1569 | loss: 0.0311713 | val_loss: 0.0311754 | Time: 1134.06 ms [2022-04-11 16:00:38 main:574] : INFO : Epoch 1570 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 1142.69 ms [2022-04-11 16:00:39 main:574] : INFO : Epoch 1571 | loss: 0.0311716 | val_loss: 0.0311777 | Time: 1144.57 ms [2022-04-11 16:00:40 main:574] : INFO : Epoch 1572 | loss: 0.0311729 | val_loss: 0.0311808 | Time: 1132.14 ms [2022-04-11 16:00:41 main:574] : INFO : Epoch 1573 | loss: 0.0311727 | val_loss: 0.0311736 | Time: 1146.64 ms [2022-04-11 16:00:42 main:574] : INFO : Epoch 1574 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 1137.6 ms [2022-04-11 16:00:43 main:574] : INFO : Epoch 1575 | loss: 0.0311692 | val_loss: 0.0311733 | Time: 1135.35 ms [2022-04-11 16:00:44 main:574] : INFO : Epoch 1576 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 1149.63 ms [2022-04-11 16:00:46 main:574] : INFO : Epoch 1577 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 1135.34 ms [2022-04-11 16:00:47 main:574] : INFO : Epoch 1578 | loss: 0.0311675 | val_loss: 0.0311754 | Time: 1130.46 ms [2022-04-11 16:00:48 main:574] : INFO : Epoch 1579 | loss: 0.0311667 | val_loss: 0.0311743 | Time: 1135.88 ms [2022-04-11 16:00:49 main:574] : INFO : Epoch 1580 | loss: 0.0311648 | val_loss: 0.0311737 | Time: 1127.86 ms [2022-04-11 16:00:50 main:574] : INFO : Epoch 1581 | loss: 0.031163 | val_loss: 0.0311721 | Time: 1150.64 ms [2022-04-11 16:00:51 main:574] : INFO : Epoch 1582 | loss: 0.031161 | val_loss: 0.0311712 | Time: 1136.85 ms [2022-04-11 16:00:52 main:574] : INFO : Epoch 1583 | loss: 0.0311604 | val_loss: 0.0311722 | Time: 1150 ms [2022-04-11 16:00:54 main:574] : INFO : Epoch 1584 | loss: 0.0311596 | val_loss: 0.0311717 | Time: 1143.21 ms [2022-04-11 16:00:55 main:574] : INFO : Epoch 1585 | loss: 0.0311592 | val_loss: 0.0311711 | Time: 1141.16 ms [2022-04-11 16:00:56 main:574] : INFO : Epoch 1586 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 1136.68 ms [2022-04-11 16:00:57 main:574] : INFO : Epoch 1587 | loss: 0.0311581 | val_loss: 0.0311703 | Time: 1142.2 ms [2022-04-11 16:00:58 main:574] : INFO : Epoch 1588 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 1131.3 ms [2022-04-11 16:00:59 main:574] : INFO : Epoch 1589 | loss: 0.0311572 | val_loss: 0.0311693 | Time: 1133.05 ms [2022-04-11 16:01:00 main:574] : INFO : Epoch 1590 | loss: 0.0311564 | val_loss: 0.0311687 | Time: 1149.8 ms [2022-04-11 16:01:02 main:574] : INFO : Epoch 1591 | loss: 0.031157 | val_loss: 0.031169 | Time: 1151.02 ms [2022-04-11 16:01:03 main:574] : INFO : Epoch 1592 | loss: 0.0311602 | val_loss: 0.0311685 | Time: 1140.93 ms [2022-04-11 16:01:04 main:574] : INFO : Epoch 1593 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 1136.96 ms [2022-04-11 16:01:05 main:574] : INFO : Epoch 1594 | loss: 0.0311571 | val_loss: 0.0311686 | Time: 1137.5 ms [2022-04-11 16:01:06 main:574] : INFO : Epoch 1595 | loss: 0.0311571 | val_loss: 0.0311713 | Time: 1130.96 ms [2022-04-11 16:01:07 main:574] : INFO : Epoch 1596 | loss: 0.0311577 | val_loss: 0.0311698 | Time: 1132.89 ms [2022-04-11 16:01:08 main:574] : INFO : Epoch 1597 | loss: 0.0311551 | val_loss: 0.0311685 | Time: 1138.23 ms [2022-04-11 16:01:10 main:574] : INFO : Epoch 1598 | loss: 0.0311557 | val_loss: 0.0311693 | Time: 1133.87 ms [2022-04-11 16:01:11 main:574] : INFO : Epoch 1599 | loss: 0.0311556 | val_loss: 0.0311692 | Time: 1146.84 ms [2022-04-11 16:01:12 main:574] : INFO : Epoch 1600 | loss: 0.0311558 | val_loss: 0.0311693 | Time: 1133.29 ms [2022-04-11 16:01:13 main:574] : INFO : Epoch 1601 | loss: 0.0311573 | val_loss: 0.0311676 | Time: 1129.49 ms [2022-04-11 16:01:14 main:574] : INFO : Epoch 1602 | loss: 0.0311558 | val_loss: 0.0311675 | Time: 1127.19 ms [2022-04-11 16:01:15 main:574] : INFO : Epoch 1603 | loss: 0.0311556 | val_loss: 0.0311677 | Time: 1134.44 ms [2022-04-11 16:01:16 main:574] : INFO : Epoch 1604 | loss: 0.0311548 | val_loss: 0.031167 | Time: 1130.39 ms [2022-04-11 16:01:18 main:574] : INFO : Epoch 1605 | loss: 0.0311548 | val_loss: 0.0311703 | Time: 1143.78 ms [2022-04-11 16:01:19 main:574] : INFO : Epoch 1606 | loss: 0.0311544 | val_loss: 0.0311682 | Time: 1125.62 ms [2022-04-11 16:01:20 main:574] : INFO : Epoch 1607 | loss: 0.0311544 | val_loss: 0.0311688 | Time: 1158.86 ms [2022-04-11 16:01:21 main:574] : INFO : Epoch 1608 | loss: 0.031154 | val_loss: 0.0311686 | Time: 1138.64 ms [2022-04-11 16:01:22 main:574] : INFO : Epoch 1609 | loss: 0.031153 | val_loss: 0.031168 | Time: 1144.24 ms [2022-04-11 16:01:23 main:574] : INFO : Epoch 1610 | loss: 0.0311522 | val_loss: 0.0311703 | Time: 1141.64 ms [2022-04-11 16:01:24 main:574] : INFO : Epoch 1611 | loss: 0.0311541 | val_loss: 0.0311712 | Time: 1137.33 ms [2022-04-11 16:01:26 main:574] : INFO : Epoch 1612 | loss: 0.031154 | val_loss: 0.0311718 | Time: 1132.23 ms [2022-04-11 16:01:27 main:574] : INFO : Epoch 1613 | loss: 0.031153 | val_loss: 0.03117 | Time: 1144.38 ms [2022-04-11 16:01:28 main:574] : INFO : Epoch 1614 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 1140.8 ms [2022-04-11 16:01:29 main:574] : INFO : Epoch 1615 | loss: 0.0311545 | val_loss: 0.0311675 | Time: 1134.05 ms [2022-04-11 16:01:30 main:574] : INFO : Epoch 1616 | loss: 0.0311536 | val_loss: 0.0311733 | Time: 1132.34 ms [2022-04-11 16:01:31 main:574] : INFO : Epoch 1617 | loss: 0.0311557 | val_loss: 0.0311663 | Time: 1181.43 ms [2022-04-11 16:01:33 main:574] : INFO : Epoch 1618 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 1185.37 ms [2022-04-11 16:01:34 main:574] : INFO : Epoch 1619 | loss: 0.0311553 | val_loss: 0.0311689 | Time: 1150.69 ms [2022-04-11 16:01:35 main:574] : INFO : Epoch 1620 | loss: 0.0311538 | val_loss: 0.031169 | Time: 1171.42 ms [2022-04-11 16:01:36 main:574] : INFO : Epoch 1621 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 1139.98 ms [2022-04-11 16:01:37 main:574] : INFO : Epoch 1622 | loss: 0.0311533 | val_loss: 0.0311671 | Time: 1148.24 ms [2022-04-11 16:01:38 main:574] : INFO : Epoch 1623 | loss: 0.0311525 | val_loss: 0.0311686 | Time: 1139.45 ms [2022-04-11 16:01:39 main:574] : INFO : Epoch 1624 | loss: 0.0311516 | val_loss: 0.0311683 | Time: 1134.63 ms [2022-04-11 16:01:41 main:574] : INFO : Epoch 1625 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 1138.26 ms [2022-04-11 16:01:42 main:574] : INFO : Epoch 1626 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 1129.64 ms [2022-04-11 16:01:43 main:574] : INFO : Epoch 1627 | loss: 0.0311514 | val_loss: 0.031168 | Time: 1139.93 ms [2022-04-11 16:01:44 main:574] : INFO : Epoch 1628 | loss: 0.031151 | val_loss: 0.0311706 | Time: 1135.82 ms [2022-04-11 16:01:45 main:574] : INFO : Epoch 1629 | loss: 0.0311513 | val_loss: 0.0311681 | Time: 1142.27 ms [2022-04-11 16:01:46 main:574] : INFO : Epoch 1630 | loss: 0.0311537 | val_loss: 0.0311694 | Time: 1144.91 ms [2022-04-11 16:01:47 main:574] : INFO : Epoch 1631 | loss: 0.0311531 | val_loss: 0.0311679 | Time: 1135.15 ms [2022-04-11 16:01:49 main:574] : INFO : Epoch 1632 | loss: 0.0311519 | val_loss: 0.0311687 | Time: 1134.52 ms [2022-04-11 16:01:50 main:574] : INFO : Epoch 1633 | loss: 0.031155 | val_loss: 0.0311678 | Time: 1134.09 ms [2022-04-11 16:01:51 main:574] : INFO : Epoch 1634 | loss: 0.0311571 | val_loss: 0.0311673 | Time: 1131.34 ms [2022-04-11 16:01:52 main:574] : INFO : Epoch 1635 | loss: 0.0311567 | val_loss: 0.031166 | Time: 1143.57 ms [2022-04-11 16:01:53 main:574] : INFO : Epoch 1636 | loss: 0.031156 | val_loss: 0.0311678 | Time: 1137.43 ms [2022-04-11 16:01:54 main:574] : INFO : Epoch 1637 | loss: 0.031162 | val_loss: 0.0311686 | Time: 1137.41 ms [2022-04-11 16:01:55 main:574] : INFO : Epoch 1638 | loss: 0.0311587 | val_loss: 0.0311646 | Time: 1136.76 ms [2022-04-11 16:01:57 main:574] : INFO : Epoch 1639 | loss: 0.0311588 | val_loss: 0.0311655 | Time: 1152.68 ms [2022-04-11 16:01:58 main:574] : INFO : Epoch 1640 | loss: 0.0311566 | val_loss: 0.0311666 | Time: 1139.81 ms [2022-04-11 16:01:59 main:574] : INFO : Epoch 1641 | loss: 0.0311555 | val_loss: 0.0311656 | Time: 1133.05 ms [2022-04-11 16:02:00 main:574] : INFO : Epoch 1642 | loss: 0.0311554 | val_loss: 0.0311724 | Time: 1165.76 ms [2022-04-11 16:02:01 main:574] : INFO : Epoch 1643 | loss: 0.0311566 | val_loss: 0.0311671 | Time: 1151.35 ms [2022-04-11 16:02:02 main:574] : INFO : Epoch 1644 | loss: 0.0311546 | val_loss: 0.031169 | Time: 1132 ms [2022-04-11 16:02:04 main:574] : INFO : Epoch 1645 | loss: 0.0311573 | val_loss: 0.0311646 | Time: 1153.06 ms [2022-04-11 16:02:05 main:574] : INFO : Epoch 1646 | loss: 0.0311573 | val_loss: 0.0311675 | Time: 1141.54 ms [2022-04-11 16:02:06 main:574] : INFO : Epoch 1647 | loss: 0.0311639 | val_loss: 0.0311701 | Time: 1137.84 ms [2022-04-11 16:02:07 main:574] : INFO : Epoch 1648 | loss: 0.031162 | val_loss: 0.0311686 | Time: 1134.27 ms [2022-04-11 16:02:08 main:574] : INFO : Epoch 1649 | loss: 0.0311614 | val_loss: 0.0311643 | Time: 1146.56 ms [2022-04-11 16:02:09 main:574] : INFO : Epoch 1650 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 1134.25 ms [2022-04-11 16:02:10 main:574] : INFO : Epoch 1651 | loss: 0.031158 | val_loss: 0.0311663 | Time: 1131.31 ms [2022-04-11 16:02:12 main:574] : INFO : Epoch 1652 | loss: 0.0311579 | val_loss: 0.0311653 | Time: 1147.69 ms [2022-04-11 16:02:13 main:574] : INFO : Epoch 1653 | loss: 0.0311568 | val_loss: 0.0311655 | Time: 1125.73 ms [2022-04-11 16:02:14 main:574] : INFO : Epoch 1654 | loss: 0.031156 | val_loss: 0.0311676 | Time: 1143.64 ms [2022-04-11 16:02:15 main:574] : INFO : Epoch 1655 | loss: 0.0311553 | val_loss: 0.0311678 | Time: 1132.05 ms [2022-04-11 16:02:16 main:574] : INFO : Epoch 1656 | loss: 0.0311537 | val_loss: 0.0311664 | Time: 1133.5 ms [2022-04-11 16:02:17 main:574] : INFO : Epoch 1657 | loss: 0.031154 | val_loss: 0.0311659 | Time: 1133.29 ms [2022-04-11 16:02:18 main:574] : INFO : Epoch 1658 | loss: 0.0311542 | val_loss: 0.0311649 | Time: 1125.45 ms [2022-04-11 16:02:20 main:574] : INFO : Epoch 1659 | loss: 0.0311542 | val_loss: 0.0311649 | Time: 1141.34 ms [2022-04-11 16:02:21 main:574] : INFO : Epoch 1660 | loss: 0.0311536 | val_loss: 0.0311685 | Time: 1139.48 ms [2022-04-11 16:02:22 main:574] : INFO : Epoch 1661 | loss: 0.0311566 | val_loss: 0.0311672 | Time: 1129.87 ms [2022-04-11 16:02:23 main:574] : INFO : Epoch 1662 | loss: 0.031156 | val_loss: 0.0311657 | Time: 1125.14 ms [2022-04-11 16:02:24 main:574] : INFO : Epoch 1663 | loss: 0.0311539 | val_loss: 0.031166 | Time: 1130.72 ms [2022-04-11 16:02:25 main:574] : INFO : Epoch 1664 | loss: 0.0311578 | val_loss: 0.0311668 | Time: 1135.04 ms [2022-04-11 16:02:26 main:574] : INFO : Epoch 1665 | loss: 0.0311616 | val_loss: 0.0311666 | Time: 1136.68 ms [2022-04-11 16:02:28 main:574] : INFO : Epoch 1666 | loss: 0.0311582 | val_loss: 0.0311674 | Time: 1154.88 ms [2022-04-11 16:02:29 main:574] : INFO : Epoch 1667 | loss: 0.0311574 | val_loss: 0.0311685 | Time: 1136.26 ms [2022-04-11 16:02:30 main:574] : INFO : Epoch 1668 | loss: 0.0311563 | val_loss: 0.031169 | Time: 1130.02 ms [2022-04-11 16:02:31 main:574] : INFO : Epoch 1669 | loss: 0.0311561 | val_loss: 0.0311705 | Time: 1128.23 ms [2022-04-11 16:02:32 main:574] : INFO : Epoch 1670 | loss: 0.0311556 | val_loss: 0.0311733 | Time: 1130.8 ms [2022-04-11 16:02:33 main:574] : INFO : Epoch 1671 | loss: 0.0311554 | val_loss: 0.0311694 | Time: 1140.19 ms [2022-04-11 16:02:34 main:574] : INFO : Epoch 1672 | loss: 0.0311537 | val_loss: 0.0311685 | Time: 1136.44 ms [2022-04-11 16:02:36 main:574] : INFO : Epoch 1673 | loss: 0.0311535 | val_loss: 0.0311666 | Time: 1146.78 ms [2022-04-11 16:02:37 main:574] : INFO : Epoch 1674 | loss: 0.0311551 | val_loss: 0.0311686 | Time: 1140.61 ms [2022-04-11 16:02:38 main:574] : INFO : Epoch 1675 | loss: 0.0311539 | val_loss: 0.0311695 | Time: 1141.17 ms [2022-04-11 16:02:39 main:574] : INFO : Epoch 1676 | loss: 0.0311533 | val_loss: 0.0311717 | Time: 1158.51 ms [2022-04-11 16:02:40 main:574] : INFO : Epoch 1677 | loss: 0.0311536 | val_loss: 0.0311686 | Time: 1135.98 ms [2022-04-11 16:02:41 main:574] : INFO : Epoch 1678 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 1131.6 ms [2022-04-11 16:02:42 main:574] : INFO : Epoch 1679 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 1132.92 ms [2022-04-11 16:02:44 main:574] : INFO : Epoch 1680 | loss: 0.0311538 | val_loss: 0.0311673 | Time: 1131.36 ms [2022-04-11 16:02:45 main:574] : INFO : Epoch 1681 | loss: 0.0311535 | val_loss: 0.0311695 | Time: 1137.2 ms [2022-04-11 16:02:46 main:574] : INFO : Epoch 1682 | loss: 0.0311532 | val_loss: 0.0311691 | Time: 1135.33 ms [2022-04-11 16:02:47 main:574] : INFO : Epoch 1683 | loss: 0.0311506 | val_loss: 0.0311701 | Time: 1143.91 ms [2022-04-11 16:02:48 main:574] : INFO : Epoch 1684 | loss: 0.0311532 | val_loss: 0.0311726 | Time: 1134.06 ms [2022-04-11 16:02:49 main:574] : INFO : Epoch 1685 | loss: 0.0311511 | val_loss: 0.0311716 | Time: 1139.59 ms [2022-04-11 16:02:50 main:574] : INFO : Epoch 1686 | loss: 0.0311502 | val_loss: 0.0311712 | Time: 1128.85 ms [2022-04-11 16:02:52 main:574] : INFO : Epoch 1687 | loss: 0.0311506 | val_loss: 0.0311683 | Time: 1134.65 ms [2022-04-11 16:02:53 main:574] : INFO : Epoch 1688 | loss: 0.0311497 | val_loss: 0.0311685 | Time: 1136.36 ms [2022-04-11 16:02:54 main:574] : INFO : Epoch 1689 | loss: 0.0311502 | val_loss: 0.0311675 | Time: 1122.11 ms [2022-04-11 16:02:55 main:574] : INFO : Epoch 1690 | loss: 0.0311504 | val_loss: 0.0311693 | Time: 1135.67 ms [2022-04-11 16:02:56 main:574] : INFO : Epoch 1691 | loss: 0.0311517 | val_loss: 0.0311691 | Time: 1131.85 ms [2022-04-11 16:02:57 main:574] : INFO : Epoch 1692 | loss: 0.0311536 | val_loss: 0.0311746 | Time: 1141.64 ms [2022-04-11 16:02:58 main:574] : INFO : Epoch 1693 | loss: 0.0311527 | val_loss: 0.0311695 | Time: 1128.56 ms [2022-04-11 16:02:59 main:574] : INFO : Epoch 1694 | loss: 0.0311489 | val_loss: 0.0311705 | Time: 1129.49 ms [2022-04-11 16:03:01 main:574] : INFO : Epoch 1695 | loss: 0.0311484 | val_loss: 0.0311723 | Time: 1158.7 ms [2022-04-11 16:03:02 main:574] : INFO : Epoch 1696 | loss: 0.0311489 | val_loss: 0.0311693 | Time: 1131.76 ms [2022-04-11 16:03:03 main:574] : INFO : Epoch 1697 | loss: 0.0311483 | val_loss: 0.0311712 | Time: 1135.86 ms [2022-04-11 16:03:04 main:574] : INFO : Epoch 1698 | loss: 0.0311499 | val_loss: 0.0311671 | Time: 1131.82 ms [2022-04-11 16:03:05 main:574] : INFO : Epoch 1699 | loss: 0.0311479 | val_loss: 0.0311709 | Time: 1136.08 ms [2022-04-11 16:03:06 main:574] : INFO : Epoch 1700 | loss: 0.0311476 | val_loss: 0.0311675 | Time: 1149.59 ms [2022-04-11 16:03:08 main:574] : INFO : Epoch 1701 | loss: 0.0311512 | val_loss: 0.0311678 | Time: 1136.12 ms [2022-04-11 16:03:09 main:574] : INFO : Epoch 1702 | loss: 0.0311569 | val_loss: 0.031167 | Time: 1151.06 ms [2022-04-11 16:03:10 main:574] : INFO : Epoch 1703 | loss: 0.0311577 | val_loss: 0.0311687 | Time: 1144.72 ms [2022-04-11 16:03:11 main:574] : INFO : Epoch 1704 | loss: 0.0311543 | val_loss: 0.0311677 | Time: 1135.5 ms [2022-04-11 16:03:12 main:574] : INFO : Epoch 1705 | loss: 0.0311527 | val_loss: 0.031167 | Time: 1130.79 ms [2022-04-11 16:03:13 main:574] : INFO : Epoch 1706 | loss: 0.0311518 | val_loss: 0.0311687 | Time: 1131.93 ms [2022-04-11 16:03:14 main:574] : INFO : Epoch 1707 | loss: 0.031151 | val_loss: 0.0311736 | Time: 1145.82 ms [2022-04-11 16:03:16 main:574] : INFO : Epoch 1708 | loss: 0.0311519 | val_loss: 0.0311728 | Time: 1148.25 ms [2022-04-11 16:03:17 main:574] : INFO : Epoch 1709 | loss: 0.0311489 | val_loss: 0.0311716 | Time: 1135.91 ms [2022-04-11 16:03:18 main:574] : INFO : Epoch 1710 | loss: 0.031149 | val_loss: 0.0311697 | Time: 1132.99 ms [2022-04-11 16:03:19 main:574] : INFO : Epoch 1711 | loss: 0.0311494 | val_loss: 0.0311697 | Time: 1139.18 ms [2022-04-11 16:03:20 main:574] : INFO : Epoch 1712 | loss: 0.0311501 | val_loss: 0.0311706 | Time: 1130.25 ms [2022-04-11 16:03:21 main:574] : INFO : Epoch 1713 | loss: 0.0311496 | val_loss: 0.0311712 | Time: 1138.61 ms [2022-04-11 16:03:22 main:574] : INFO : Epoch 1714 | loss: 0.0311496 | val_loss: 0.0311708 | Time: 1125.52 ms [2022-04-11 16:03:24 main:574] : INFO : Epoch 1715 | loss: 0.0311477 | val_loss: 0.0311711 | Time: 1129.26 ms [2022-04-11 16:03:25 main:574] : INFO : Epoch 1716 | loss: 0.0311471 | val_loss: 0.0311687 | Time: 1138.37 ms [2022-04-11 16:03:26 main:574] : INFO : Epoch 1717 | loss: 0.0311476 | val_loss: 0.0311679 | Time: 1137.74 ms [2022-04-11 16:03:27 main:574] : INFO : Epoch 1718 | loss: 0.031148 | val_loss: 0.0311658 | Time: 1148.07 ms [2022-04-11 16:03:28 main:574] : INFO : Epoch 1719 | loss: 0.0311495 | val_loss: 0.0311675 | Time: 1149.97 ms [2022-04-11 16:03:29 main:574] : INFO : Epoch 1720 | loss: 0.0311525 | val_loss: 0.0311663 | Time: 1149.79 ms [2022-04-11 16:03:30 main:574] : INFO : Epoch 1721 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 1148.63 ms [2022-04-11 16:03:32 main:574] : INFO : Epoch 1722 | loss: 0.0311512 | val_loss: 0.0311686 | Time: 1141.02 ms [2022-04-11 16:03:33 main:574] : INFO : Epoch 1723 | loss: 0.0311492 | val_loss: 0.0311694 | Time: 1132.94 ms [2022-04-11 16:03:34 main:574] : INFO : Epoch 1724 | loss: 0.0311474 | val_loss: 0.0311685 | Time: 1150.41 ms [2022-04-11 16:03:35 main:574] : INFO : Epoch 1725 | loss: 0.031147 | val_loss: 0.0311716 | Time: 1134.97 ms [2022-04-11 16:03:36 main:574] : INFO : Epoch 1726 | loss: 0.0311467 | val_loss: 0.0311708 | Time: 1128.23 ms [2022-04-11 16:03:37 main:574] : INFO : Epoch 1727 | loss: 0.0311465 | val_loss: 0.0311692 | Time: 1158.51 ms [2022-04-11 16:03:38 main:574] : INFO : Epoch 1728 | loss: 0.0311483 | val_loss: 0.0311698 | Time: 1139.65 ms [2022-04-11 16:03:40 main:574] : INFO : Epoch 1729 | loss: 0.031147 | val_loss: 0.0311726 | Time: 1121.55 ms [2022-04-11 16:03:41 main:574] : INFO : Epoch 1730 | loss: 0.0311469 | val_loss: 0.0311736 | Time: 1135.71 ms [2022-04-11 16:03:42 main:574] : INFO : Epoch 1731 | loss: 0.0311455 | val_loss: 0.0311699 | Time: 1136.65 ms [2022-04-11 16:03:43 main:574] : INFO : Epoch 1732 | loss: 0.0311458 | val_loss: 0.0311748 | Time: 1139.73 ms [2022-04-11 16:03:44 main:574] : INFO : Epoch 1733 | loss: 0.0311476 | val_loss: 0.0311757 | Time: 1135.79 ms [2022-04-11 16:03:45 main:574] : INFO : Epoch 1734 | loss: 0.031149 | val_loss: 0.0311684 | Time: 1140.96 ms [2022-04-11 16:03:46 main:574] : INFO : Epoch 1735 | loss: 0.031147 | val_loss: 0.0311726 | Time: 1143.18 ms [2022-04-11 16:03:48 main:574] : INFO : Epoch 1736 | loss: 0.031149 | val_loss: 0.0311782 | Time: 1146.83 ms [2022-04-11 16:03:49 main:574] : INFO : Epoch 1737 | loss: 0.0311476 | val_loss: 0.0311721 | Time: 1131.92 ms [2022-04-11 16:03:50 main:574] : INFO : Epoch 1738 | loss: 0.0311486 | val_loss: 0.0311677 | Time: 1135.79 ms [2022-04-11 16:03:51 main:574] : INFO : Epoch 1739 | loss: 0.0311456 | val_loss: 0.0311675 | Time: 1133.23 ms [2022-04-11 16:03:52 main:574] : INFO : Epoch 1740 | loss: 0.0311436 | val_loss: 0.0311701 | Time: 1137.52 ms [2022-04-11 16:03:53 main:574] : INFO : Epoch 1741 | loss: 0.0311431 | val_loss: 0.0311716 | Time: 1138.45 ms [2022-04-11 16:03:54 main:574] : INFO : Epoch 1742 | loss: 0.0311451 | val_loss: 0.0311682 | Time: 1149.42 ms [2022-04-11 16:03:56 main:574] : INFO : Epoch 1743 | loss: 0.0311431 | val_loss: 0.0311756 | Time: 1159.46 ms [2022-04-11 16:03:57 main:574] : INFO : Epoch 1744 | loss: 0.0311444 | val_loss: 0.031173 | Time: 1152.58 ms [2022-04-11 16:03:58 main:574] : INFO : Epoch 1745 | loss: 0.031145 | val_loss: 0.0311701 | Time: 1140.8 ms [2022-04-11 16:03:59 main:574] : INFO : Epoch 1746 | loss: 0.0311441 | val_loss: 0.0311678 | Time: 1156.69 ms [2022-04-11 16:04:00 main:574] : INFO : Epoch 1747 | loss: 0.0311441 | val_loss: 0.0311698 | Time: 1135.99 ms [2022-04-11 16:04:01 main:574] : INFO : Epoch 1748 | loss: 0.0311437 | val_loss: 0.0311684 | Time: 1134.12 ms [2022-04-11 16:04:03 main:574] : INFO : Epoch 1749 | loss: 0.0311437 | val_loss: 0.0311739 | Time: 1137.92 ms [2022-04-11 16:04:04 main:574] : INFO : Epoch 1750 | loss: 0.0311423 | val_loss: 0.0311723 | Time: 1143.17 ms [2022-04-11 16:04:05 main:574] : INFO : Epoch 1751 | loss: 0.0311438 | val_loss: 0.0311738 | Time: 1135.56 ms [2022-04-11 16:04:06 main:574] : INFO : Epoch 1752 | loss: 0.0311514 | val_loss: 0.0311716 | Time: 1146.54 ms [2022-04-11 16:04:07 main:574] : INFO : Epoch 1753 | loss: 0.0311484 | val_loss: 0.0311726 | Time: 1137.23 ms [2022-04-11 16:04:08 main:574] : INFO : Epoch 1754 | loss: 0.031146 | val_loss: 0.0311719 | Time: 1141.25 ms [2022-04-11 16:04:09 main:574] : INFO : Epoch 1755 | loss: 0.0311454 | val_loss: 0.0311721 | Time: 1132.71 ms [2022-04-11 16:04:11 main:574] : INFO : Epoch 1756 | loss: 0.031144 | val_loss: 0.0311785 | Time: 1133.92 ms [2022-04-11 16:04:12 main:574] : INFO : Epoch 1757 | loss: 0.031146 | val_loss: 0.0311742 | Time: 1135.14 ms [2022-04-11 16:04:13 main:574] : INFO : Epoch 1758 | loss: 0.0311422 | val_loss: 0.0311716 | Time: 1136.42 ms [2022-04-11 16:04:14 main:574] : INFO : Epoch 1759 | loss: 0.0311417 | val_loss: 0.0311719 | Time: 1148.64 ms [2022-04-11 16:04:15 main:574] : INFO : Epoch 1760 | loss: 0.0311409 | val_loss: 0.031175 | Time: 1127.36 ms [2022-04-11 16:04:16 main:574] : INFO : Epoch 1761 | loss: 0.0311424 | val_loss: 0.0311799 | Time: 1132.08 ms [2022-04-11 16:04:17 main:574] : INFO : Epoch 1762 | loss: 0.0311484 | val_loss: 0.0311732 | Time: 1147.84 ms [2022-04-11 16:04:19 main:574] : INFO : Epoch 1763 | loss: 0.0311471 | val_loss: 0.0311781 | Time: 1156.16 ms [2022-04-11 16:04:20 main:574] : INFO : Epoch 1764 | loss: 0.0311431 | val_loss: 0.0311775 | Time: 1137.53 ms [2022-04-11 16:04:21 main:574] : INFO : Epoch 1765 | loss: 0.0311425 | val_loss: 0.0311739 | Time: 1138.02 ms [2022-04-11 16:04:22 main:574] : INFO : Epoch 1766 | loss: 0.0311415 | val_loss: 0.0311734 | Time: 1131.98 ms [2022-04-11 16:04:23 main:574] : INFO : Epoch 1767 | loss: 0.0311392 | val_loss: 0.0311757 | Time: 1159.58 ms [2022-04-11 16:04:24 main:574] : INFO : Epoch 1768 | loss: 0.0311403 | val_loss: 0.0311713 | Time: 1130.45 ms [2022-04-11 16:04:25 main:574] : INFO : Epoch 1769 | loss: 0.0311391 | val_loss: 0.031176 | Time: 1131.77 ms [2022-04-11 16:04:27 main:574] : INFO : Epoch 1770 | loss: 0.0311374 | val_loss: 0.0311769 | Time: 1139.39 ms [2022-04-11 16:04:28 main:574] : INFO : Epoch 1771 | loss: 0.0311391 | val_loss: 0.0311759 | Time: 1141.38 ms [2022-04-11 16:04:29 main:574] : INFO : Epoch 1772 | loss: 0.0311375 | val_loss: 0.031182 | Time: 1136.72 ms [2022-04-11 16:04:30 main:574] : INFO : Epoch 1773 | loss: 0.0311387 | val_loss: 0.0311798 | Time: 1133.84 ms [2022-04-11 16:04:31 main:574] : INFO : Epoch 1774 | loss: 0.0311409 | val_loss: 0.0311754 | Time: 1131.78 ms [2022-04-11 16:04:32 main:574] : INFO : Epoch 1775 | loss: 0.0311432 | val_loss: 0.0311802 | Time: 1136.33 ms [2022-04-11 16:04:33 main:574] : INFO : Epoch 1776 | loss: 0.0311428 | val_loss: 0.0311779 | Time: 1138.3 ms [2022-04-11 16:04:35 main:574] : INFO : Epoch 1777 | loss: 0.0311444 | val_loss: 0.0311773 | Time: 1121.56 ms [2022-04-11 16:04:36 main:574] : INFO : Epoch 1778 | loss: 0.031141 | val_loss: 0.0311757 | Time: 1135.07 ms [2022-04-11 16:04:37 main:574] : INFO : Epoch 1779 | loss: 0.0311403 | val_loss: 0.0311739 | Time: 1146.83 ms [2022-04-11 16:04:38 main:574] : INFO : Epoch 1780 | loss: 0.0311388 | val_loss: 0.0311765 | Time: 1134.16 ms [2022-04-11 16:04:39 main:574] : INFO : Epoch 1781 | loss: 0.0311396 | val_loss: 0.0311828 | Time: 1138.41 ms [2022-04-11 16:04:40 main:574] : INFO : Epoch 1782 | loss: 0.0311392 | val_loss: 0.0311729 | Time: 1129.71 ms [2022-04-11 16:04:41 main:574] : INFO : Epoch 1783 | loss: 0.0311389 | val_loss: 0.0311738 | Time: 1134.6 ms [2022-04-11 16:04:43 main:574] : INFO : Epoch 1784 | loss: 0.031137 | val_loss: 0.0311727 | Time: 1132.29 ms [2022-04-11 16:04:44 main:574] : INFO : Epoch 1785 | loss: 0.0311409 | val_loss: 0.0311734 | Time: 1145.19 ms [2022-04-11 16:04:45 main:574] : INFO : Epoch 1786 | loss: 0.031144 | val_loss: 0.03117 | Time: 1135.44 ms [2022-04-11 16:04:46 main:574] : INFO : Epoch 1787 | loss: 0.0311449 | val_loss: 0.0311678 | Time: 1135.15 ms [2022-04-11 16:04:47 main:574] : INFO : Epoch 1788 | loss: 0.0311492 | val_loss: 0.0311715 | Time: 1125.94 ms [2022-04-11 16:04:48 main:574] : INFO : Epoch 1789 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 1139.21 ms [2022-04-11 16:04:49 main:574] : INFO : Epoch 1790 | loss: 0.0311538 | val_loss: 0.03117 | Time: 1125.8 ms [2022-04-11 16:04:51 main:574] : INFO : Epoch 1791 | loss: 0.0311527 | val_loss: 0.0311702 | Time: 1135.23 ms [2022-04-11 16:04:52 main:574] : INFO : Epoch 1792 | loss: 0.0311483 | val_loss: 0.0311707 | Time: 1136.3 ms [2022-04-11 16:04:53 main:574] : INFO : Epoch 1793 | loss: 0.0311469 | val_loss: 0.0311709 | Time: 1132.46 ms [2022-04-11 16:04:54 main:574] : INFO : Epoch 1794 | loss: 0.0311453 | val_loss: 0.0311738 | Time: 1137.05 ms [2022-04-11 16:04:55 main:574] : INFO : Epoch 1795 | loss: 0.0311457 | val_loss: 0.0311722 | Time: 1137.32 ms [2022-04-11 16:04:56 main:574] : INFO : Epoch 1796 | loss: 0.0311473 | val_loss: 0.0311732 | Time: 1135.64 ms [2022-04-11 16:04:57 main:574] : INFO : Epoch 1797 | loss: 0.0311444 | val_loss: 0.0311735 | Time: 1156.82 ms [2022-04-11 16:04:59 main:574] : INFO : Epoch 1798 | loss: 0.0311447 | val_loss: 0.0311759 | Time: 1132.22 ms [2022-04-11 16:05:00 main:574] : INFO : Epoch 1799 | loss: 0.0311429 | val_loss: 0.0311768 | Time: 1147.35 ms [2022-04-11 16:05:01 main:574] : INFO : Epoch 1800 | loss: 0.0311429 | val_loss: 0.0311729 | Time: 1137.73 ms [2022-04-11 16:05:02 main:574] : INFO : Epoch 1801 | loss: 0.031146 | val_loss: 0.0311709 | Time: 1153.47 ms [2022-04-11 16:05:03 main:574] : INFO : Epoch 1802 | loss: 0.0311494 | val_loss: 0.031175 | Time: 1133.24 ms [2022-04-11 16:05:04 main:574] : INFO : Epoch 1803 | loss: 0.0311498 | val_loss: 0.0311754 | Time: 1140.41 ms [2022-04-11 16:05:05 main:574] : INFO : Epoch 1804 | loss: 0.0311456 | val_loss: 0.0311739 | Time: 1135.89 ms [2022-04-11 16:05:07 main:574] : INFO : Epoch 1805 | loss: 0.0311436 | val_loss: 0.0311772 | Time: 1136.59 ms [2022-04-11 16:05:08 main:574] : INFO : Epoch 1806 | loss: 0.0311454 | val_loss: 0.0311756 | Time: 1130.83 ms [2022-04-11 16:05:09 main:574] : INFO : Epoch 1807 | loss: 0.031143 | val_loss: 0.0311722 | Time: 1126.89 ms [2022-04-11 16:05:10 main:574] : INFO : Epoch 1808 | loss: 0.0311432 | val_loss: 0.0311716 | Time: 1140.34 ms [2022-04-11 16:05:11 main:574] : INFO : Epoch 1809 | loss: 0.0311447 | val_loss: 0.0311724 | Time: 1131.75 ms [2022-04-11 16:05:12 main:574] : INFO : Epoch 1810 | loss: 0.0311439 | val_loss: 0.0311716 | Time: 1149.33 ms [2022-04-11 16:05:13 main:574] : INFO : Epoch 1811 | loss: 0.0311434 | val_loss: 0.0311703 | Time: 1150.47 ms [2022-04-11 16:05:15 main:574] : INFO : Epoch 1812 | loss: 0.0311433 | val_loss: 0.0311753 | Time: 1136.72 ms [2022-04-11 16:05:16 main:574] : INFO : Epoch 1813 | loss: 0.0311549 | val_loss: 0.0311785 | Time: 1137.36 ms [2022-04-11 16:05:17 main:574] : INFO : Epoch 1814 | loss: 0.0311566 | val_loss: 0.0311719 | Time: 1143.65 ms [2022-04-11 16:05:18 main:574] : INFO : Epoch 1815 | loss: 0.0311527 | val_loss: 0.0311684 | Time: 1151.24 ms [2022-04-11 16:05:19 main:574] : INFO : Epoch 1816 | loss: 0.0311494 | val_loss: 0.0311714 | Time: 1130.94 ms [2022-04-11 16:05:20 main:574] : INFO : Epoch 1817 | loss: 0.0311496 | val_loss: 0.0311737 | Time: 1145.25 ms [2022-04-11 16:05:21 main:574] : INFO : Epoch 1818 | loss: 0.0311483 | val_loss: 0.0311711 | Time: 1153.5 ms [2022-04-11 16:05:23 main:574] : INFO : Epoch 1819 | loss: 0.0311477 | val_loss: 0.0311696 | Time: 1129.51 ms [2022-04-11 16:05:24 main:574] : INFO : Epoch 1820 | loss: 0.0311473 | val_loss: 0.0311711 | Time: 1136.74 ms [2022-04-11 16:05:25 main:574] : INFO : Epoch 1821 | loss: 0.0311463 | val_loss: 0.0311723 | Time: 1138.55 ms [2022-04-11 16:05:26 main:574] : INFO : Epoch 1822 | loss: 0.0311462 | val_loss: 0.0311726 | Time: 1139.69 ms [2022-04-11 16:05:27 main:574] : INFO : Epoch 1823 | loss: 0.0311459 | val_loss: 0.0311704 | Time: 1131.37 ms [2022-04-11 16:05:28 main:574] : INFO : Epoch 1824 | loss: 0.0311445 | val_loss: 0.0311703 | Time: 1167.51 ms [2022-04-11 16:05:29 main:574] : INFO : Epoch 1825 | loss: 0.0311452 | val_loss: 0.0311709 | Time: 1144.19 ms [2022-04-11 16:05:31 main:574] : INFO : Epoch 1826 | loss: 0.0311445 | val_loss: 0.0311697 | Time: 1136.37 ms [2022-04-11 16:05:32 main:574] : INFO : Epoch 1827 | loss: 0.0311424 | val_loss: 0.0311696 | Time: 1158.39 ms [2022-04-11 16:05:33 main:574] : INFO : Epoch 1828 | loss: 0.0311421 | val_loss: 0.031172 | Time: 1134.41 ms [2022-04-11 16:05:34 main:574] : INFO : Epoch 1829 | loss: 0.0311425 | val_loss: 0.0311741 | Time: 1126.18 ms [2022-04-11 16:05:35 main:574] : INFO : Epoch 1830 | loss: 0.0311453 | val_loss: 0.0311737 | Time: 1133.53 ms [2022-04-11 16:05:36 main:574] : INFO : Epoch 1831 | loss: 0.0311419 | val_loss: 0.0311711 | Time: 1143.24 ms [2022-04-11 16:05:37 main:574] : INFO : Epoch 1832 | loss: 0.0311407 | val_loss: 0.0311747 | Time: 1144.15 ms [2022-04-11 16:05:39 main:574] : INFO : Epoch 1833 | loss: 0.0311416 | val_loss: 0.0311737 | Time: 1141.21 ms [2022-04-11 16:05:40 main:574] : INFO : Epoch 1834 | loss: 0.0311423 | val_loss: 0.0311766 | Time: 1135.95 ms [2022-04-11 16:05:41 main:574] : INFO : Epoch 1835 | loss: 0.0311442 | val_loss: 0.0311803 | Time: 1151.84 ms [2022-04-11 16:05:42 main:574] : INFO : Epoch 1836 | loss: 0.0311441 | val_loss: 0.0311725 | Time: 1129.17 ms [2022-04-11 16:05:43 main:574] : INFO : Epoch 1837 | loss: 0.031145 | val_loss: 0.0311727 | Time: 1139.28 ms [2022-04-11 16:05:44 main:574] : INFO : Epoch 1838 | loss: 0.0311425 | val_loss: 0.0311684 | Time: 1143.01 ms [2022-04-11 16:05:46 main:574] : INFO : Epoch 1839 | loss: 0.0311401 | val_loss: 0.0311719 | Time: 1148.8 ms [2022-04-11 16:05:57 main:574] : INFO : Epoch 1840 | loss: 0.0311378 | val_loss: 0.031173 | Time: 11486.2 ms [2022-04-11 16:05:58 main:574] : INFO : Epoch 1841 | loss: 0.0311384 | val_loss: 0.0311733 | Time: 1137.08 ms [2022-04-11 16:05:59 main:574] : INFO : Epoch 1842 | loss: 0.0311478 | val_loss: 0.0311742 | Time: 1134.39 ms [2022-04-11 16:06:00 main:574] : INFO : Epoch 1843 | loss: 0.0311454 | val_loss: 0.0311758 | Time: 1144.57 ms [2022-04-11 16:06:02 main:574] : INFO : Epoch 1844 | loss: 0.0311452 | val_loss: 0.0311717 | Time: 1126.84 ms [2022-04-11 16:06:03 main:574] : INFO : Epoch 1845 | loss: 0.0311424 | val_loss: 0.031175 | Time: 1132.37 ms [2022-04-11 16:06:04 main:574] : INFO : Epoch 1846 | loss: 0.0311412 | val_loss: 0.0311713 | Time: 1133.4 ms [2022-04-11 16:06:05 main:574] : INFO : Epoch 1847 | loss: 0.031141 | val_loss: 0.031172 | Time: 1152.66 ms [2022-04-11 16:06:06 main:574] : INFO : Epoch 1848 | loss: 0.0311408 | val_loss: 0.0311721 | Time: 1127.45 ms [2022-04-11 16:06:07 main:574] : INFO : Epoch 1849 | loss: 0.0311409 | val_loss: 0.031173 | Time: 1138.42 ms [2022-04-11 16:06:08 main:574] : INFO : Epoch 1850 | loss: 0.0311413 | val_loss: 0.0311713 | Time: 1135.48 ms [2022-04-11 16:06:10 main:574] : INFO : Epoch 1851 | loss: 0.0311417 | val_loss: 0.0311713 | Time: 1146.42 ms [2022-04-11 16:06:11 main:574] : INFO : Epoch 1852 | loss: 0.0311419 | val_loss: 0.0311729 | Time: 1134.43 ms [2022-04-11 16:06:12 main:574] : INFO : Epoch 1853 | loss: 0.0311402 | val_loss: 0.0311751 | Time: 1131.91 ms [2022-04-11 16:06:13 main:574] : INFO : Epoch 1854 | loss: 0.0311436 | val_loss: 0.0311738 | Time: 1132.05 ms [2022-04-11 16:06:14 main:574] : INFO : Epoch 1855 | loss: 0.0311422 | val_loss: 0.0311753 | Time: 1145.76 ms [2022-04-11 16:06:15 main:574] : INFO : Epoch 1856 | loss: 0.0311415 | val_loss: 0.0311718 | Time: 1145.96 ms [2022-04-11 16:06:16 main:574] : INFO : Epoch 1857 | loss: 0.0311397 | val_loss: 0.0311707 | Time: 1133.21 ms [2022-04-11 16:06:18 main:574] : INFO : Epoch 1858 | loss: 0.0311392 | val_loss: 0.0311718 | Time: 1131.57 ms [2022-04-11 16:06:19 main:574] : INFO : Epoch 1859 | loss: 0.0311384 | val_loss: 0.0311754 | Time: 1126.47 ms [2022-04-11 16:06:20 main:574] : INFO : Epoch 1860 | loss: 0.0311374 | val_loss: 0.0311711 | Time: 1139.62 ms [2022-04-11 16:06:21 main:574] : INFO : Epoch 1861 | loss: 0.0311376 | val_loss: 0.031171 | Time: 1134.85 ms [2022-04-11 16:06:22 main:574] : INFO : Epoch 1862 | loss: 0.0311387 | val_loss: 0.0311754 | Time: 1135.39 ms [2022-04-11 16:06:23 main:574] : INFO : Epoch 1863 | loss: 0.0311422 | val_loss: 0.031176 | Time: 1138.42 ms [2022-04-11 16:06:24 main:574] : INFO : Epoch 1864 | loss: 0.0311404 | val_loss: 0.0311726 | Time: 1123.14 ms [2022-04-11 16:06:26 main:574] : INFO : Epoch 1865 | loss: 0.0311382 | val_loss: 0.0311748 | Time: 1135.58 ms [2022-04-11 16:06:27 main:574] : INFO : Epoch 1866 | loss: 0.0311394 | val_loss: 0.0311716 | Time: 1137.38 ms [2022-04-11 16:06:28 main:574] : INFO : Epoch 1867 | loss: 0.0311379 | val_loss: 0.0311732 | Time: 1144.38 ms [2022-04-11 16:06:29 main:574] : INFO : Epoch 1868 | loss: 0.0311357 | val_loss: 0.0311821 | Time: 1139.91 ms [2022-04-11 16:06:30 main:574] : INFO : Epoch 1869 | loss: 0.0311346 | val_loss: 0.0311738 | Time: 1151.19 ms [2022-04-11 16:06:31 main:574] : INFO : Epoch 1870 | loss: 0.0311337 | val_loss: 0.0311742 | Time: 1136.02 ms [2022-04-11 16:06:32 main:574] : INFO : Epoch 1871 | loss: 0.0311326 | val_loss: 0.0311786 | Time: 1138.07 ms [2022-04-11 16:06:34 main:574] : INFO : Epoch 1872 | loss: 0.031133 | val_loss: 0.0311727 | Time: 1139.95 ms [2022-04-11 16:06:35 main:574] : INFO : Epoch 1873 | loss: 0.0311321 | val_loss: 0.0311724 | Time: 1136.97 ms [2022-04-11 16:06:36 main:574] : INFO : Epoch 1874 | loss: 0.0311331 | val_loss: 0.0311775 | Time: 1131.93 ms [2022-04-11 16:06:37 main:574] : INFO : Epoch 1875 | loss: 0.0311337 | val_loss: 0.0311816 | Time: 1138.91 ms [2022-04-11 16:06:38 main:574] : INFO : Epoch 1876 | loss: 0.0311355 | val_loss: 0.0311765 | Time: 1126.6 ms [2022-04-11 16:06:39 main:574] : INFO : Epoch 1877 | loss: 0.0311316 | val_loss: 0.0311777 | Time: 1135.61 ms [2022-04-11 16:06:40 main:574] : INFO : Epoch 1878 | loss: 0.0311369 | val_loss: 0.0311778 | Time: 1134.26 ms [2022-04-11 16:06:42 main:574] : INFO : Epoch 1879 | loss: 0.0311429 | val_loss: 0.0311731 | Time: 1135.61 ms [2022-04-11 16:06:43 main:574] : INFO : Epoch 1880 | loss: 0.0311384 | val_loss: 0.0311758 | Time: 1132.63 ms [2022-04-11 16:06:44 main:574] : INFO : Epoch 1881 | loss: 0.0311397 | val_loss: 0.0311729 | Time: 1153.76 ms [2022-04-11 16:06:45 main:574] : INFO : Epoch 1882 | loss: 0.0311384 | val_loss: 0.0311753 | Time: 1139.01 ms [2022-04-11 16:06:46 main:574] : INFO : Epoch 1883 | loss: 0.0311374 | val_loss: 0.0311697 | Time: 1137.92 ms [2022-04-11 16:06:47 main:574] : INFO : Epoch 1884 | loss: 0.0311359 | val_loss: 0.0311763 | Time: 1132.38 ms [2022-04-11 16:06:48 main:574] : INFO : Epoch 1885 | loss: 0.031137 | val_loss: 0.0311722 | Time: 1136.13 ms [2022-04-11 16:06:50 main:574] : INFO : Epoch 1886 | loss: 0.0311356 | val_loss: 0.0311764 | Time: 1138.05 ms [2022-04-11 16:06:51 main:574] : INFO : Epoch 1887 | loss: 0.0311364 | val_loss: 0.0311724 | Time: 1134.21 ms [2022-04-11 16:06:52 main:574] : INFO : Epoch 1888 | loss: 0.0311358 | val_loss: 0.0311755 | Time: 1135.81 ms [2022-04-11 16:06:53 main:574] : INFO : Epoch 1889 | loss: 0.0311364 | val_loss: 0.0311752 | Time: 1140.61 ms [2022-04-11 16:06:54 main:574] : INFO : Epoch 1890 | loss: 0.0311347 | val_loss: 0.0311754 | Time: 1134.39 ms [2022-04-11 16:06:55 main:574] : INFO : Epoch 1891 | loss: 0.0311339 | val_loss: 0.0311764 | Time: 1134.53 ms [2022-04-11 16:06:56 main:574] : INFO : Epoch 1892 | loss: 0.0311343 | val_loss: 0.0311771 | Time: 1135.96 ms [2022-04-11 16:06:58 main:574] : INFO : Epoch 1893 | loss: 0.0311329 | val_loss: 0.0311773 | Time: 1138.79 ms [2022-04-11 16:06:59 main:574] : INFO : Epoch 1894 | loss: 0.0311334 | val_loss: 0.031182 | Time: 1135.79 ms [2022-04-11 16:07:00 main:574] : INFO : Epoch 1895 | loss: 0.0311344 | val_loss: 0.0311823 | Time: 1164.99 ms [2022-04-11 16:07:01 main:574] : INFO : Epoch 1896 | loss: 0.0311333 | val_loss: 0.0311729 | Time: 1138.96 ms [2022-04-11 16:07:02 main:574] : INFO : Epoch 1897 | loss: 0.0311335 | val_loss: 0.0311753 | Time: 1141.1 ms [2022-04-11 16:07:03 main:574] : INFO : Epoch 1898 | loss: 0.0311355 | val_loss: 0.031182 | Time: 1136.24 ms [2022-04-11 16:07:04 main:574] : INFO : Epoch 1899 | loss: 0.0311363 | val_loss: 0.0311759 | Time: 1136.09 ms [2022-04-11 16:07:06 main:574] : INFO : Epoch 1900 | loss: 0.0311335 | val_loss: 0.0311783 | Time: 1140.69 ms [2022-04-11 16:07:07 main:574] : INFO : Epoch 1901 | loss: 0.0311319 | val_loss: 0.0311771 | Time: 1139.49 ms [2022-04-11 16:07:18 main:574] : INFO : Epoch 1902 | loss: 0.0311381 | val_loss: 0.0311811 | Time: 11381.3 ms [2022-04-11 16:07:19 main:574] : INFO : Epoch 1903 | loss: 0.0311358 | val_loss: 0.0311779 | Time: 1138.26 ms [2022-04-11 16:07:20 main:574] : INFO : Epoch 1904 | loss: 0.031136 | val_loss: 0.0311751 | Time: 1137.21 ms [2022-04-11 16:07:22 main:574] : INFO : Epoch 1905 | loss: 0.0311351 | val_loss: 0.0311806 | Time: 1126.29 ms [2022-04-11 16:07:23 main:574] : INFO : Epoch 1906 | loss: 0.031135 | val_loss: 0.0311734 | Time: 1124.82 ms [2022-04-11 16:07:24 main:574] : INFO : Epoch 1907 | loss: 0.0311397 | val_loss: 0.0311736 | Time: 1131.4 ms [2022-04-11 16:07:25 main:574] : INFO : Epoch 1908 | loss: 0.0311392 | val_loss: 0.03118 | Time: 1138.35 ms [2022-04-11 16:07:26 main:574] : INFO : Epoch 1909 | loss: 0.031142 | val_loss: 0.0311761 | Time: 1134.38 ms [2022-04-11 16:07:27 main:574] : INFO : Epoch 1910 | loss: 0.0311409 | val_loss: 0.0311804 | Time: 1134.27 ms [2022-04-11 16:07:28 main:574] : INFO : Epoch 1911 | loss: 0.0311395 | val_loss: 0.0311736 | Time: 1135.49 ms [2022-04-11 16:07:30 main:574] : INFO : Epoch 1912 | loss: 0.031139 | val_loss: 0.0311766 | Time: 1129.42 ms [2022-04-11 16:07:31 main:574] : INFO : Epoch 1913 | loss: 0.031138 | val_loss: 0.0311745 | Time: 1138.06 ms [2022-04-11 16:07:32 main:574] : INFO : Epoch 1914 | loss: 0.0311358 | val_loss: 0.0311761 | Time: 1145.66 ms [2022-04-11 16:07:33 main:574] : INFO : Epoch 1915 | loss: 0.0311366 | val_loss: 0.0311786 | Time: 1135.47 ms [2022-04-11 16:07:34 main:574] : INFO : Epoch 1916 | loss: 0.0311366 | val_loss: 0.0311794 | Time: 1127.72 ms [2022-04-11 16:07:35 main:574] : INFO : Epoch 1917 | loss: 0.0311351 | val_loss: 0.0311781 | Time: 1151.1 ms [2022-04-11 16:07:36 main:574] : INFO : Epoch 1918 | loss: 0.031135 | val_loss: 0.031176 | Time: 1126.58 ms [2022-04-11 16:07:38 main:574] : INFO : Epoch 1919 | loss: 0.0311342 | val_loss: 0.0311806 | Time: 1138.69 ms [2022-04-11 16:07:39 main:574] : INFO : Epoch 1920 | loss: 0.031135 | val_loss: 0.0311792 | Time: 1131.89 ms [2022-04-11 16:07:40 main:574] : INFO : Epoch 1921 | loss: 0.0311348 | val_loss: 0.031181 | Time: 1130.33 ms [2022-04-11 16:07:41 main:574] : INFO : Epoch 1922 | loss: 0.031137 | val_loss: 0.0311891 | Time: 1139.32 ms [2022-04-11 16:07:42 main:574] : INFO : Epoch 1923 | loss: 0.0311406 | val_loss: 0.0311932 | Time: 1131.43 ms [2022-04-11 16:07:43 main:574] : INFO : Epoch 1924 | loss: 0.0311456 | val_loss: 0.0311805 | Time: 1133.17 ms [2022-04-11 16:07:44 main:574] : INFO : Epoch 1925 | loss: 0.031143 | val_loss: 0.0311845 | Time: 1131.03 ms [2022-04-11 16:07:46 main:574] : INFO : Epoch 1926 | loss: 0.0311392 | val_loss: 0.0311741 | Time: 1142.79 ms [2022-04-11 16:07:47 main:574] : INFO : Epoch 1927 | loss: 0.0311356 | val_loss: 0.0311733 | Time: 1133.31 ms [2022-04-11 16:07:48 main:574] : INFO : Epoch 1928 | loss: 0.0311342 | val_loss: 0.0311761 | Time: 1128.43 ms [2022-04-11 16:07:49 main:574] : INFO : Epoch 1929 | loss: 0.031135 | val_loss: 0.0311737 | Time: 1135.48 ms [2022-04-11 16:07:50 main:574] : INFO : Epoch 1930 | loss: 0.0311403 | val_loss: 0.0311697 | Time: 1141.1 ms [2022-04-11 16:07:51 main:574] : INFO : Epoch 1931 | loss: 0.031142 | val_loss: 0.0311731 | Time: 1131.37 ms [2022-04-11 16:07:52 main:574] : INFO : Epoch 1932 | loss: 0.0311392 | val_loss: 0.0311775 | Time: 1131.98 ms [2022-04-11 16:07:53 main:574] : INFO : Epoch 1933 | loss: 0.0311404 | val_loss: 0.031173 | Time: 1130.66 ms [2022-04-11 16:07:55 main:574] : INFO : Epoch 1934 | loss: 0.0311373 | val_loss: 0.0311734 | Time: 1134.93 ms [2022-04-11 16:07:56 main:574] : INFO : Epoch 1935 | loss: 0.0311342 | val_loss: 0.0311727 | Time: 1120.51 ms [2022-04-11 16:07:57 main:574] : INFO : Epoch 1936 | loss: 0.0311376 | val_loss: 0.0311761 | Time: 1125.22 ms [2022-04-11 16:07:58 main:574] : INFO : Epoch 1937 | loss: 0.0311465 | val_loss: 0.0311719 | Time: 1125.32 ms [2022-04-11 16:07:59 main:574] : INFO : Epoch 1938 | loss: 0.0311472 | val_loss: 0.0311693 | Time: 1137.56 ms [2022-04-11 16:08:00 main:574] : INFO : Epoch 1939 | loss: 0.0311441 | val_loss: 0.0311744 | Time: 1148.67 ms [2022-04-11 16:08:01 main:574] : INFO : Epoch 1940 | loss: 0.0311446 | val_loss: 0.0311696 | Time: 1136.02 ms [2022-04-11 16:08:03 main:574] : INFO : Epoch 1941 | loss: 0.0311436 | val_loss: 0.0311758 | Time: 1139.41 ms [2022-04-11 16:08:04 main:574] : INFO : Epoch 1942 | loss: 0.031141 | val_loss: 0.0311664 | Time: 1134.6 ms [2022-04-11 16:08:05 main:574] : INFO : Epoch 1943 | loss: 0.0311415 | val_loss: 0.0311656 | Time: 1121.32 ms [2022-04-11 16:08:06 main:574] : INFO : Epoch 1944 | loss: 0.0311411 | val_loss: 0.0311692 | Time: 1150.05 ms [2022-04-11 16:08:07 main:574] : INFO : Epoch 1945 | loss: 0.0311436 | val_loss: 0.0311732 | Time: 1135.43 ms [2022-04-11 16:08:08 main:574] : INFO : Epoch 1946 | loss: 0.0311409 | val_loss: 0.0311681 | Time: 1126.74 ms [2022-04-11 16:08:09 main:574] : INFO : Epoch 1947 | loss: 0.0311388 | val_loss: 0.0311725 | Time: 1137.82 ms [2022-04-11 16:08:11 main:574] : INFO : Epoch 1948 | loss: 0.0311391 | val_loss: 0.0311705 | Time: 1142.62 ms [2022-04-11 16:08:12 main:574] : INFO : Epoch 1949 | loss: 0.0311396 | val_loss: 0.0311721 | Time: 1131.13 ms [2022-04-11 16:08:13 main:574] : INFO : Epoch 1950 | loss: 0.0311383 | val_loss: 0.0311676 | Time: 1124.18 ms [2022-04-11 16:08:14 main:574] : INFO : Epoch 1951 | loss: 0.0311365 | val_loss: 0.0311714 | Time: 1140.94 ms [2022-04-11 16:08:15 main:574] : INFO : Epoch 1952 | loss: 0.0311384 | val_loss: 0.0311722 | Time: 1139.79 ms [2022-04-11 16:08:16 main:574] : INFO : Epoch 1953 | loss: 0.0311381 | val_loss: 0.0311725 | Time: 1136.64 ms [2022-04-11 16:08:17 main:574] : INFO : Epoch 1954 | loss: 0.03114 | val_loss: 0.0311764 | Time: 1129.86 ms [2022-04-11 16:08:19 main:574] : INFO : Epoch 1955 | loss: 0.0311371 | val_loss: 0.0311735 | Time: 1144.36 ms [2022-04-11 16:08:20 main:574] : INFO : Epoch 1956 | loss: 0.0311347 | val_loss: 0.0311676 | Time: 1131.34 ms [2022-04-11 16:08:21 main:574] : INFO : Epoch 1957 | loss: 0.0311356 | val_loss: 0.0311741 | Time: 1133.28 ms [2022-04-11 16:08:22 main:574] : INFO : Epoch 1958 | loss: 0.0311341 | val_loss: 0.0311721 | Time: 1130.84 ms [2022-04-11 16:08:23 main:574] : INFO : Epoch 1959 | loss: 0.0311328 | val_loss: 0.0311781 | Time: 1132.93 ms [2022-04-11 16:08:24 main:574] : INFO : Epoch 1960 | loss: 0.0311328 | val_loss: 0.0311724 | Time: 1135.7 ms [2022-04-11 16:08:25 main:574] : INFO : Epoch 1961 | loss: 0.0311327 | val_loss: 0.0311786 | Time: 1137.21 ms [2022-04-11 16:08:27 main:574] : INFO : Epoch 1962 | loss: 0.0311346 | val_loss: 0.0311758 | Time: 1128 ms [2022-04-11 16:08:28 main:574] : INFO : Epoch 1963 | loss: 0.0311434 | val_loss: 0.0311744 | Time: 1128.18 ms [2022-04-11 16:08:29 main:574] : INFO : Epoch 1964 | loss: 0.0311417 | val_loss: 0.0311706 | Time: 1144.8 ms [2022-04-11 16:08:30 main:574] : INFO : Epoch 1965 | loss: 0.0311459 | val_loss: 0.0311711 | Time: 1141.34 ms [2022-04-11 16:08:31 main:574] : INFO : Epoch 1966 | loss: 0.0311421 | val_loss: 0.0311715 | Time: 1140.67 ms [2022-04-11 16:08:32 main:574] : INFO : Epoch 1967 | loss: 0.0311394 | val_loss: 0.0311698 | Time: 1134.36 ms [2022-04-11 16:08:33 main:574] : INFO : Epoch 1968 | loss: 0.0311387 | val_loss: 0.0311787 | Time: 1150.05 ms [2022-04-11 16:08:35 main:574] : INFO : Epoch 1969 | loss: 0.0311374 | val_loss: 0.0311816 | Time: 1132.97 ms [2022-04-11 16:08:36 main:574] : INFO : Epoch 1970 | loss: 0.031137 | val_loss: 0.0311727 | Time: 1152.21 ms [2022-04-11 16:08:37 main:574] : INFO : Epoch 1971 | loss: 0.0311383 | val_loss: 0.0311722 | Time: 1141.65 ms [2022-04-11 16:08:38 main:574] : INFO : Epoch 1972 | loss: 0.0311349 | val_loss: 0.0311783 | Time: 1126.39 ms [2022-04-11 16:08:39 main:574] : INFO : Epoch 1973 | loss: 0.0311353 | val_loss: 0.0311747 | Time: 1148.68 ms [2022-04-11 16:08:40 main:574] : INFO : Epoch 1974 | loss: 0.0311343 | val_loss: 0.0311728 | Time: 1134.31 ms [2022-04-11 16:08:41 main:574] : INFO : Epoch 1975 | loss: 0.0311326 | val_loss: 0.0311809 | Time: 1148.13 ms [2022-04-11 16:08:43 main:574] : INFO : Epoch 1976 | loss: 0.0311322 | val_loss: 0.0311729 | Time: 1135.09 ms [2022-04-11 16:08:44 main:574] : INFO : Epoch 1977 | loss: 0.0311334 | val_loss: 0.0311784 | Time: 1139.21 ms [2022-04-11 16:08:45 main:574] : INFO : Epoch 1978 | loss: 0.0311357 | val_loss: 0.0311693 | Time: 1135.76 ms [2022-04-11 16:08:46 main:574] : INFO : Epoch 1979 | loss: 0.0311368 | val_loss: 0.0311754 | Time: 1131.17 ms [2022-04-11 16:08:47 main:574] : INFO : Epoch 1980 | loss: 0.0311352 | val_loss: 0.0311694 | Time: 1145.1 ms [2022-04-11 16:08:48 main:574] : INFO : Epoch 1981 | loss: 0.0311348 | val_loss: 0.0311778 | Time: 1141.89 ms [2022-04-11 16:08:49 main:574] : INFO : Epoch 1982 | loss: 0.0311344 | val_loss: 0.0311735 | Time: 1131.52 ms [2022-04-11 16:08:51 main:574] : INFO : Epoch 1983 | loss: 0.031138 | val_loss: 0.0311716 | Time: 1132.28 ms [2022-04-11 16:08:52 main:574] : INFO : Epoch 1984 | loss: 0.0311417 | val_loss: 0.0311728 | Time: 1132.06 ms [2022-04-11 16:08:53 main:574] : INFO : Epoch 1985 | loss: 0.0311426 | val_loss: 0.0311716 | Time: 1133.38 ms [2022-04-11 16:08:54 main:574] : INFO : Epoch 1986 | loss: 0.0311392 | val_loss: 0.0311701 | Time: 1131.29 ms [2022-04-11 16:08:55 main:574] : INFO : Epoch 1987 | loss: 0.0311369 | val_loss: 0.0311749 | Time: 1135.7 ms [2022-04-11 16:08:56 main:574] : INFO : Epoch 1988 | loss: 0.0311355 | val_loss: 0.031174 | Time: 1128.58 ms [2022-04-11 16:08:57 main:574] : INFO : Epoch 1989 | loss: 0.0311349 | val_loss: 0.0311729 | Time: 1137.46 ms [2022-04-11 16:08:59 main:574] : INFO : Epoch 1990 | loss: 0.0311389 | val_loss: 0.0311728 | Time: 1137.71 ms [2022-04-11 16:09:00 main:574] : INFO : Epoch 1991 | loss: 0.0311407 | val_loss: 0.0311679 | Time: 1141.71 ms [2022-04-11 16:09:01 main:574] : INFO : Epoch 1992 | loss: 0.0311388 | val_loss: 0.0311844 | Time: 1134.63 ms [2022-04-11 16:09:02 main:574] : INFO : Epoch 1993 | loss: 0.031139 | val_loss: 0.0311696 | Time: 1136.66 ms [2022-04-11 16:09:03 main:574] : INFO : Epoch 1994 | loss: 0.0311387 | val_loss: 0.031173 | Time: 1128.57 ms [2022-04-11 16:09:04 main:574] : INFO : Epoch 1995 | loss: 0.0311377 | val_loss: 0.0311676 | Time: 1206.69 ms [2022-04-11 16:09:06 main:574] : INFO : Epoch 1996 | loss: 0.0311336 | val_loss: 0.0311717 | Time: 1242.88 ms [2022-04-11 16:09:07 main:574] : INFO : Epoch 1997 | loss: 0.0311331 | val_loss: 0.0311753 | Time: 1197.58 ms [2022-04-11 16:09:08 main:574] : INFO : Epoch 1998 | loss: 0.0311362 | val_loss: 0.0311705 | Time: 1203.46 ms [2022-04-11 16:09:09 main:574] : INFO : Epoch 1999 | loss: 0.0311356 | val_loss: 0.0311713 | Time: 1130.62 ms [2022-04-11 16:09:10 main:574] : INFO : Epoch 2000 | loss: 0.0311375 | val_loss: 0.0311709 | Time: 1123.66 ms [2022-04-11 16:09:11 main:574] : INFO : Epoch 2001 | loss: 0.0311363 | val_loss: 0.0311697 | Time: 1138.18 ms [2022-04-11 16:09:13 main:574] : INFO : Epoch 2002 | loss: 0.0311359 | val_loss: 0.0311684 | Time: 1148.69 ms [2022-04-11 16:09:14 main:574] : INFO : Epoch 2003 | loss: 0.0311388 | val_loss: 0.031172 | Time: 1141.56 ms [2022-04-11 16:09:15 main:574] : INFO : Epoch 2004 | loss: 0.0311385 | val_loss: 0.031168 | Time: 1137.49 ms [2022-04-11 16:09:16 main:574] : INFO : Epoch 2005 | loss: 0.0311363 | val_loss: 0.0311725 | Time: 1127.98 ms [2022-04-11 16:09:17 main:574] : INFO : Epoch 2006 | loss: 0.0311359 | val_loss: 0.0311715 | Time: 1140.22 ms [2022-04-11 16:09:18 main:574] : INFO : Epoch 2007 | loss: 0.0311341 | val_loss: 0.0311683 | Time: 1136.19 ms [2022-04-11 16:09:19 main:574] : INFO : Epoch 2008 | loss: 0.0311354 | val_loss: 0.0311647 | Time: 1140.03 ms [2022-04-11 16:09:21 main:574] : INFO : Epoch 2009 | loss: 0.0311391 | val_loss: 0.0311676 | Time: 1131.79 ms [2022-04-11 16:09:22 main:574] : INFO : Epoch 2010 | loss: 0.0311397 | val_loss: 0.031169 | Time: 1136.32 ms [2022-04-11 16:09:23 main:574] : INFO : Epoch 2011 | loss: 0.0311404 | val_loss: 0.0311665 | Time: 1146.63 ms [2022-04-11 16:09:24 main:574] : INFO : Epoch 2012 | loss: 0.0311355 | val_loss: 0.0311708 | Time: 1134.83 ms [2022-04-11 16:09:25 main:574] : INFO : Epoch 2013 | loss: 0.0311319 | val_loss: 0.0311703 | Time: 1149.11 ms [2022-04-11 16:09:26 main:574] : INFO : Epoch 2014 | loss: 0.0311334 | val_loss: 0.0311705 | Time: 1156.3 ms [2022-04-11 16:09:27 main:574] : INFO : Epoch 2015 | loss: 0.0311331 | val_loss: 0.0311705 | Time: 1137.59 ms [2022-04-11 16:09:29 main:574] : INFO : Epoch 2016 | loss: 0.0311312 | val_loss: 0.0311743 | Time: 1137.02 ms [2022-04-11 16:09:30 main:574] : INFO : Epoch 2017 | loss: 0.03113 | val_loss: 0.0311695 | Time: 1131.24 ms [2022-04-11 16:09:31 main:574] : INFO : Epoch 2018 | loss: 0.0311316 | val_loss: 0.0311743 | Time: 1132.49 ms [2022-04-11 16:09:32 main:574] : INFO : Epoch 2019 | loss: 0.031131 | val_loss: 0.0311695 | Time: 1137.05 ms [2022-04-11 16:09:33 main:574] : INFO : Epoch 2020 | loss: 0.0311326 | val_loss: 0.0311714 | Time: 1136.1 ms [2022-04-11 16:09:34 main:574] : INFO : Epoch 2021 | loss: 0.0311311 | val_loss: 0.0311627 | Time: 1139.9 ms [2022-04-11 16:09:35 main:574] : INFO : Epoch 2022 | loss: 0.0311304 | val_loss: 0.0311695 | Time: 1143.82 ms [2022-04-11 16:09:37 main:574] : INFO : Epoch 2023 | loss: 0.0311298 | val_loss: 0.0311667 | Time: 1151.7 ms [2022-04-11 16:09:38 main:574] : INFO : Epoch 2024 | loss: 0.031131 | val_loss: 0.0311697 | Time: 1139.15 ms [2022-04-11 16:09:39 main:574] : INFO : Epoch 2025 | loss: 0.0311312 | val_loss: 0.0311713 | Time: 1123.81 ms [2022-04-11 16:09:40 main:574] : INFO : Epoch 2026 | loss: 0.0311306 | val_loss: 0.0311745 | Time: 1130.14 ms [2022-04-11 16:09:41 main:574] : INFO : Epoch 2027 | loss: 0.031133 | val_loss: 0.0311719 | Time: 1138.97 ms [2022-04-11 16:09:42 main:574] : INFO : Epoch 2028 | loss: 0.0311379 | val_loss: 0.0311779 | Time: 1136.86 ms [2022-04-11 16:09:43 main:574] : INFO : Epoch 2029 | loss: 0.0311378 | val_loss: 0.0311711 | Time: 1130.76 ms [2022-04-11 16:09:45 main:574] : INFO : Epoch 2030 | loss: 0.0311419 | val_loss: 0.0311689 | Time: 1133.48 ms [2022-04-11 16:09:46 main:574] : INFO : Epoch 2031 | loss: 0.0311437 | val_loss: 0.0311734 | Time: 1137.37 ms [2022-04-11 16:09:47 main:574] : INFO : Epoch 2032 | loss: 0.0311446 | val_loss: 0.03118 | Time: 1150.95 ms [2022-04-11 16:09:48 main:574] : INFO : Epoch 2033 | loss: 0.0311397 | val_loss: 0.0311703 | Time: 1146.43 ms [2022-04-11 16:09:49 main:574] : INFO : Epoch 2034 | loss: 0.0311376 | val_loss: 0.0311684 | Time: 1137.11 ms [2022-04-11 16:09:50 main:574] : INFO : Epoch 2035 | loss: 0.0311377 | val_loss: 0.0311708 | Time: 1138.07 ms [2022-04-11 16:09:51 main:574] : INFO : Epoch 2036 | loss: 0.0311355 | val_loss: 0.031175 | Time: 1138.61 ms [2022-04-11 16:09:53 main:574] : INFO : Epoch 2037 | loss: 0.0311361 | val_loss: 0.0311735 | Time: 1146.23 ms [2022-04-11 16:09:54 main:574] : INFO : Epoch 2038 | loss: 0.0311354 | val_loss: 0.0311737 | Time: 1138.89 ms [2022-04-11 16:09:55 main:574] : INFO : Epoch 2039 | loss: 0.0311415 | val_loss: 0.0311731 | Time: 1136.82 ms [2022-04-11 16:09:56 main:574] : INFO : Epoch 2040 | loss: 0.0311449 | val_loss: 0.0311761 | Time: 1135.64 ms [2022-04-11 16:09:57 main:574] : INFO : Epoch 2041 | loss: 0.0311425 | val_loss: 0.0311765 | Time: 1131.62 ms [2022-04-11 16:09:58 main:574] : INFO : Epoch 2042 | loss: 0.0311424 | val_loss: 0.0311724 | Time: 1140.76 ms [2022-04-11 16:09:59 main:574] : INFO : Epoch 2043 | loss: 0.0311411 | val_loss: 0.0311787 | Time: 1142.04 ms [2022-04-11 16:10:01 main:574] : INFO : Epoch 2044 | loss: 0.0311425 | val_loss: 0.0311834 | Time: 1153.57 ms [2022-04-11 16:10:02 main:574] : INFO : Epoch 2045 | loss: 0.0311441 | val_loss: 0.0311796 | Time: 1141.17 ms [2022-04-11 16:10:03 main:574] : INFO : Epoch 2046 | loss: 0.0311388 | val_loss: 0.0311746 | Time: 1143.14 ms [2022-04-11 16:10:04 main:574] : INFO : Epoch 2047 | loss: 0.0311394 | val_loss: 0.0311728 | Time: 1146.61 ms [2022-04-11 16:10:05 main:574] : INFO : Epoch 2048 | loss: 0.0311395 | val_loss: 0.0311698 | Time: 1141.11 ms [2022-04-11 16:10:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311698 [2022-04-11 16:10:05 main:603] : INFO : Saving end state to config to file [2022-04-11 16:10:05 main:608] : INFO : Success, exiting.. 16:10:05 (6004): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)