Task 14623965
| Name | ParityModified-1647040296-5797-3-0_1 |
| Workunit | 11500113 |
| Created | 18 Apr 2022, 14:14:38 UTC |
| Sent | 18 Apr 2022, 14:15:42 UTC |
| Report deadline | 26 Apr 2022, 14:15:42 UTC |
| Received | 18 Apr 2022, 17:20:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 25 sec |
| CPU time | 38 min 53 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> main:574] : INFO : Epoch 1542 | loss: 0.0311573 | val_loss: 0.0311876 | Time: 1142.32 ms [2022-04-18 10:50:00 main:574] : INFO : Epoch 1543 | loss: 0.0311591 | val_loss: 0.0311845 | Time: 1139.11 ms [2022-04-18 10:50:01 main:574] : INFO : Epoch 1544 | loss: 0.0311595 | val_loss: 0.0311837 | Time: 1149.85 ms [2022-04-18 10:50:02 main:574] : INFO : Epoch 1545 | loss: 0.0311596 | val_loss: 0.0311829 | Time: 1163.38 ms [2022-04-18 10:50:03 main:574] : INFO : Epoch 1546 | loss: 0.0311561 | val_loss: 0.0311831 | Time: 1147.47 ms [2022-04-18 10:50:05 main:574] : INFO : Epoch 1547 | loss: 0.031156 | val_loss: 0.0311823 | Time: 1148.45 ms [2022-04-18 10:50:06 main:574] : INFO : Epoch 1548 | loss: 0.0311581 | val_loss: 0.0311824 | Time: 1142.22 ms [2022-04-18 10:50:07 main:574] : INFO : Epoch 1549 | loss: 0.031158 | val_loss: 0.0311819 | Time: 1151.63 ms [2022-04-18 10:50:08 main:574] : INFO : Epoch 1550 | loss: 0.0311587 | val_loss: 0.0311814 | Time: 1133.59 ms [2022-04-18 10:50:09 main:574] : INFO : Epoch 1551 | loss: 0.0311597 | val_loss: 0.0311812 | Time: 1134.75 ms [2022-04-18 10:50:10 main:574] : INFO : Epoch 1552 | loss: 0.0311619 | val_loss: 0.0311871 | Time: 1142.85 ms [2022-04-18 10:50:11 main:574] : INFO : Epoch 1553 | loss: 0.0311625 | val_loss: 0.0311856 | Time: 1139.76 ms [2022-04-18 10:50:13 main:574] : INFO : Epoch 1554 | loss: 0.0311584 | val_loss: 0.0311805 | Time: 1135.36 ms [2022-04-18 10:50:14 main:574] : INFO : Epoch 1555 | loss: 0.0311582 | val_loss: 0.0311802 | Time: 1142.52 ms [2022-04-18 10:50:15 main:574] : INFO : Epoch 1556 | loss: 0.0311578 | val_loss: 0.0311813 | Time: 1147.18 ms [2022-04-18 10:50:16 main:574] : INFO : Epoch 1557 | loss: 0.0311577 | val_loss: 0.0311809 | Time: 1155.99 ms [2022-04-18 10:50:17 main:574] : INFO : Epoch 1558 | loss: 0.0311596 | val_loss: 0.0311832 | Time: 1161.74 ms [2022-04-18 10:50:18 main:574] : INFO : Epoch 1559 | loss: 0.0311609 | val_loss: 0.0311822 | Time: 1142.29 ms [2022-04-18 10:50:19 main:574] : INFO : Epoch 1560 | loss: 0.0311607 | val_loss: 0.0311799 | Time: 1148.41 ms [2022-04-18 10:50:21 main:574] : INFO : Epoch 1561 | loss: 0.0311608 | val_loss: 0.0311884 | Time: 1138.29 ms [2022-04-18 10:50:22 main:574] : INFO : Epoch 1562 | loss: 0.0311611 | val_loss: 0.0311818 | Time: 1147.13 ms [2022-04-18 10:50:23 main:574] : INFO : Epoch 1563 | loss: 0.0311635 | val_loss: 0.0311855 | Time: 1140.94 ms [2022-04-18 10:50:24 main:574] : INFO : Epoch 1564 | loss: 0.0311632 | val_loss: 0.0311804 | Time: 1141.38 ms [2022-04-18 10:50:25 main:574] : INFO : Epoch 1565 | loss: 0.0311587 | val_loss: 0.0311805 | Time: 1143.35 ms [2022-04-18 10:50:26 main:574] : INFO : Epoch 1566 | loss: 0.0311568 | val_loss: 0.0311823 | Time: 1137.28 ms [2022-04-18 10:50:28 main:574] : INFO : Epoch 1567 | loss: 0.0311564 | val_loss: 0.0311793 | Time: 1142.77 ms [2022-04-18 10:50:29 main:574] : INFO : Epoch 1568 | loss: 0.0311558 | val_loss: 0.0311803 | Time: 1148.89 ms [2022-04-18 10:50:30 main:574] : INFO : Epoch 1569 | loss: 0.0311561 | val_loss: 0.0311814 | Time: 1159.67 ms [2022-04-18 10:50:31 main:574] : INFO : Epoch 1570 | loss: 0.0311562 | val_loss: 0.0311809 | Time: 1135.26 ms [2022-04-18 10:50:32 main:574] : INFO : Epoch 1571 | loss: 0.0311555 | val_loss: 0.0311841 | Time: 1145.02 ms [2022-04-18 10:50:33 main:574] : INFO : Epoch 1572 | loss: 0.0311557 | val_loss: 0.0311832 | Time: 1132.63 ms [2022-04-18 10:50:34 main:574] : INFO : Epoch 1573 | loss: 0.031157 | val_loss: 0.0311813 | Time: 1141.24 ms [2022-04-18 10:50:36 main:574] : INFO : Epoch 1574 | loss: 0.0311563 | val_loss: 0.0311851 | Time: 1131.19 ms [2022-04-18 10:50:37 main:574] : INFO : Epoch 1575 | loss: 0.0311587 | val_loss: 0.031181 | Time: 1143.67 ms [2022-04-18 10:50:38 main:574] : INFO : Epoch 1576 | loss: 0.0311551 | val_loss: 0.0311816 | Time: 1140.01 ms [2022-04-18 10:50:39 main:574] : INFO : Epoch 1577 | loss: 0.0311548 | val_loss: 0.0311778 | Time: 1133.06 ms [2022-04-18 10:50:40 main:574] : INFO : Epoch 1578 | loss: 0.031156 | val_loss: 0.0311802 | Time: 1138.54 ms [2022-04-18 10:50:41 main:574] : INFO : Epoch 1579 | loss: 0.0311584 | val_loss: 0.0311816 | Time: 1139.27 ms [2022-04-18 10:50:42 main:574] : INFO : Epoch 1580 | loss: 0.0311579 | val_loss: 0.0311818 | Time: 1140.73 ms [2022-04-18 10:50:44 main:574] : INFO : Epoch 1581 | loss: 0.0311579 | val_loss: 0.031182 | Time: 1135.25 ms [2022-04-18 10:50:45 main:574] : INFO : Epoch 1582 | loss: 0.031157 | val_loss: 0.0311808 | Time: 1138.83 ms [2022-04-18 10:50:46 main:574] : INFO : Epoch 1583 | loss: 0.0311547 | val_loss: 0.0311833 | Time: 1142.38 ms [2022-04-18 10:50:47 main:574] : INFO : Epoch 1584 | loss: 0.0311538 | val_loss: 0.0311823 | Time: 1140.65 ms [2022-04-18 10:50:48 main:574] : INFO : Epoch 1585 | loss: 0.0311553 | val_loss: 0.0311865 | Time: 1142.99 ms [2022-04-18 10:50:49 main:574] : INFO : Epoch 1586 | loss: 0.0311568 | val_loss: 0.0311853 | Time: 1144.48 ms [2022-04-18 10:50:50 main:574] : INFO : Epoch 1587 | loss: 0.0311573 | val_loss: 0.0311867 | Time: 1155.65 ms [2022-04-18 10:50:52 main:574] : INFO : Epoch 1588 | loss: 0.0311563 | val_loss: 0.0311844 | Time: 1141.03 ms [2022-04-18 10:50:53 main:574] : INFO : Epoch 1589 | loss: 0.031157 | val_loss: 0.0311808 | Time: 1136.5 ms [2022-04-18 10:50:54 main:574] : INFO : Epoch 1590 | loss: 0.0311567 | val_loss: 0.0311834 | Time: 1140.84 ms [2022-04-18 10:50:55 main:574] : INFO : Epoch 1591 | loss: 0.0311572 | val_loss: 0.0311824 | Time: 1139.78 ms [2022-04-18 10:50:56 main:574] : INFO : Epoch 1592 | loss: 0.031155 | val_loss: 0.0311863 | Time: 1129.85 ms [2022-04-18 10:50:57 main:574] : INFO : Epoch 1593 | loss: 0.0311586 | val_loss: 0.0311819 | Time: 1140.44 ms [2022-04-18 10:50:58 main:574] : INFO : Epoch 1594 | loss: 0.0311557 | val_loss: 0.0311817 | Time: 1137.49 ms [2022-04-18 10:51:00 main:574] : INFO : Epoch 1595 | loss: 0.0311554 | val_loss: 0.03118 | Time: 1155.66 ms [2022-04-18 10:51:01 main:574] : INFO : Epoch 1596 | loss: 0.0311592 | val_loss: 0.0311828 | Time: 1142.56 ms [2022-04-18 10:51:02 main:574] : INFO : Epoch 1597 | loss: 0.0311596 | val_loss: 0.0311817 | Time: 1143.99 ms [2022-04-18 10:51:03 main:574] : INFO : Epoch 1598 | loss: 0.0311594 | val_loss: 0.0311785 | Time: 1156.21 ms [2022-04-18 10:51:04 main:574] : INFO : Epoch 1599 | loss: 0.0311633 | val_loss: 0.0311835 | Time: 1139.26 ms [2022-04-18 10:51:05 main:574] : INFO : Epoch 1600 | loss: 0.0311639 | val_loss: 0.0311778 | Time: 1143.35 ms [2022-04-18 10:51:07 main:574] : INFO : Epoch 1601 | loss: 0.0311621 | val_loss: 0.0311783 | Time: 1150.09 ms [2022-04-18 10:51:08 main:574] : INFO : Epoch 1602 | loss: 0.0311605 | val_loss: 0.0311782 | Time: 1146.16 ms [2022-04-18 10:51:09 main:574] : INFO : Epoch 1603 | loss: 0.0311604 | val_loss: 0.0311772 | Time: 1134.39 ms [2022-04-18 10:51:10 main:574] : INFO : Epoch 1604 | loss: 0.0311615 | val_loss: 0.0311758 | Time: 1145.75 ms [2022-04-18 10:51:11 main:574] : INFO : Epoch 1605 | loss: 0.0311606 | val_loss: 0.0311785 | Time: 1141.96 ms [2022-04-18 10:51:12 main:574] : INFO : Epoch 1606 | loss: 0.0311607 | val_loss: 0.0311791 | Time: 1142.07 ms [2022-04-18 10:51:13 main:574] : INFO : Epoch 1607 | loss: 0.0311598 | val_loss: 0.0311827 | Time: 1150.46 ms [2022-04-18 10:51:15 main:574] : INFO : Epoch 1608 | loss: 0.0311604 | val_loss: 0.0311791 | Time: 1158.8 ms [2022-04-18 10:51:16 main:574] : INFO : Epoch 1609 | loss: 0.03116 | val_loss: 0.0311806 | Time: 1145.6 ms [2022-04-18 10:51:17 main:574] : INFO : Epoch 1610 | loss: 0.0311602 | val_loss: 0.0311781 | Time: 1142.21 ms [2022-04-18 10:51:18 main:574] : INFO : Epoch 1611 | loss: 0.031161 | val_loss: 0.0311786 | Time: 1141.57 ms [2022-04-18 10:51:19 main:574] : INFO : Epoch 1612 | loss: 0.0311597 | val_loss: 0.0311762 | Time: 1135.23 ms [2022-04-18 10:51:20 main:574] : INFO : Epoch 1613 | loss: 0.0311592 | val_loss: 0.0311781 | Time: 1133.51 ms [2022-04-18 10:51:21 main:574] : INFO : Epoch 1614 | loss: 0.0311581 | val_loss: 0.0311782 | Time: 1145.33 ms [2022-04-18 10:51:23 main:574] : INFO : Epoch 1615 | loss: 0.0311595 | val_loss: 0.0311771 | Time: 1134.27 ms [2022-04-18 10:51:24 main:574] : INFO : Epoch 1616 | loss: 0.0311599 | val_loss: 0.0311767 | Time: 1151.36 ms [2022-04-18 10:51:25 main:574] : INFO : Epoch 1617 | loss: 0.0311588 | val_loss: 0.0311779 | Time: 1140.82 ms [2022-04-18 10:51:26 main:574] : INFO : Epoch 1618 | loss: 0.0311583 | val_loss: 0.0311783 | Time: 1140.43 ms [2022-04-18 10:51:27 main:574] : INFO : Epoch 1619 | loss: 0.0311619 | val_loss: 0.0311823 | Time: 1147.6 ms [2022-04-18 10:51:28 main:574] : INFO : Epoch 1620 | loss: 0.0311604 | val_loss: 0.0311775 | Time: 1142.89 ms [2022-04-18 10:51:30 main:574] : INFO : Epoch 1621 | loss: 0.0311585 | val_loss: 0.0311764 | Time: 1155.15 ms [2022-04-18 10:51:31 main:574] : INFO : Epoch 1622 | loss: 0.0311585 | val_loss: 0.0311803 | Time: 1143.65 ms [2022-04-18 10:51:32 main:574] : INFO : Epoch 1623 | loss: 0.0311605 | val_loss: 0.0311814 | Time: 1142.86 ms [2022-04-18 10:51:33 main:574] : INFO : Epoch 1624 | loss: 0.0311707 | val_loss: 0.0311775 | Time: 1156.41 ms [2022-04-18 10:51:34 main:574] : INFO : Epoch 1625 | loss: 0.0311711 | val_loss: 0.0311757 | Time: 1154.44 ms [2022-04-18 10:51:35 main:574] : INFO : Epoch 1626 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 1148.93 ms [2022-04-18 10:51:36 main:574] : INFO : Epoch 1627 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 1156.77 ms [2022-04-18 10:51:38 main:574] : INFO : Epoch 1628 | loss: 0.0311695 | val_loss: 0.0311733 | Time: 1145.79 ms [2022-04-18 10:51:39 main:574] : INFO : Epoch 1629 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 1141.38 ms [2022-04-18 10:51:40 main:574] : INFO : Epoch 1630 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 1137.46 ms [2022-04-18 10:51:41 main:574] : INFO : Epoch 1631 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 1154.73 ms [2022-04-18 10:51:42 main:574] : INFO : Epoch 1632 | loss: 0.0311668 | val_loss: 0.031175 | Time: 1153.43 ms [2022-04-18 10:51:43 main:574] : INFO : Epoch 1633 | loss: 0.0311667 | val_loss: 0.0311741 | Time: 1133.53 ms [2022-04-18 10:51:45 main:574] : INFO : Epoch 1634 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 1156.01 ms [2022-04-18 10:51:46 main:574] : INFO : Epoch 1635 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 1143.61 ms [2022-04-18 10:51:47 main:574] : INFO : Epoch 1636 | loss: 0.0311659 | val_loss: 0.0311747 | Time: 1132.92 ms [2022-04-18 10:51:48 main:574] : INFO : Epoch 1637 | loss: 0.031166 | val_loss: 0.0311728 | Time: 1133.5 ms [2022-04-18 10:51:49 main:574] : INFO : Epoch 1638 | loss: 0.0311664 | val_loss: 0.0311732 | Time: 1141.97 ms [2022-04-18 10:51:50 main:574] : INFO : Epoch 1639 | loss: 0.0311667 | val_loss: 0.0311758 | Time: 1134.71 ms [2022-04-18 10:51:51 main:574] : INFO : Epoch 1640 | loss: 0.0311671 | val_loss: 0.0311729 | Time: 1143.98 ms [2022-04-18 10:51:53 main:574] : INFO : Epoch 1641 | loss: 0.0311646 | val_loss: 0.0311751 | Time: 1131.07 ms [2022-04-18 10:51:54 main:574] : INFO : Epoch 1642 | loss: 0.0311641 | val_loss: 0.0311749 | Time: 1126 ms [2022-04-18 10:51:55 main:574] : INFO : Epoch 1643 | loss: 0.0311639 | val_loss: 0.0311737 | Time: 1146.24 ms [2022-04-18 10:51:56 main:574] : INFO : Epoch 1644 | loss: 0.0311664 | val_loss: 0.0311747 | Time: 1146.37 ms [2022-04-18 10:51:57 main:574] : INFO : Epoch 1645 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 1153.49 ms [2022-04-18 10:51:58 main:574] : INFO : Epoch 1646 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 1142.07 ms [2022-04-18 10:51:59 main:574] : INFO : Epoch 1647 | loss: 0.0311625 | val_loss: 0.0311729 | Time: 1144.7 ms [2022-04-18 10:52:01 main:574] : INFO : Epoch 1648 | loss: 0.0311653 | val_loss: 0.0311799 | Time: 1139.31 ms [2022-04-18 10:52:02 main:574] : INFO : Epoch 1649 | loss: 0.0311657 | val_loss: 0.0311772 | Time: 1134.19 ms [2022-04-18 10:52:03 main:574] : INFO : Epoch 1650 | loss: 0.0311644 | val_loss: 0.031177 | Time: 1137.79 ms [2022-04-18 10:52:04 main:574] : INFO : Epoch 1651 | loss: 0.0311677 | val_loss: 0.031179 | Time: 1135.85 ms [2022-04-18 10:52:05 main:574] : INFO : Epoch 1652 | loss: 0.031169 | val_loss: 0.0311789 | Time: 1133.76 ms [2022-04-18 10:52:06 main:574] : INFO : Epoch 1653 | loss: 0.0311675 | val_loss: 0.0311737 | Time: 1146.72 ms [2022-04-18 10:52:07 main:574] : INFO : Epoch 1654 | loss: 0.0311665 | val_loss: 0.0311757 | Time: 1142.88 ms [2022-04-18 10:52:09 main:574] : INFO : Epoch 1655 | loss: 0.0311697 | val_loss: 0.0311732 | Time: 1145.71 ms [2022-04-18 10:52:10 main:574] : INFO : Epoch 1656 | loss: 0.031169 | val_loss: 0.0311726 | Time: 1155.87 ms [2022-04-18 10:52:11 main:574] : INFO : Epoch 1657 | loss: 0.031166 | val_loss: 0.0311733 | Time: 1140.71 ms [2022-04-18 10:52:12 main:574] : INFO : Epoch 1658 | loss: 0.0311648 | val_loss: 0.0311744 | Time: 1151.7 ms [2022-04-18 10:52:13 main:574] : INFO : Epoch 1659 | loss: 0.0311662 | val_loss: 0.0311809 | Time: 1140.88 ms [2022-04-18 10:52:14 main:574] : INFO : Epoch 1660 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 1144 ms [2022-04-18 10:52:15 main:574] : INFO : Epoch 1661 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 1136.22 ms [2022-04-18 10:52:17 main:574] : INFO : Epoch 1662 | loss: 0.0311691 | val_loss: 0.031177 | Time: 1150.25 ms [2022-04-18 10:52:18 main:574] : INFO : Epoch 1663 | loss: 0.0311684 | val_loss: 0.0311775 | Time: 1129.61 ms [2022-04-18 10:52:19 main:574] : INFO : Epoch 1664 | loss: 0.0311694 | val_loss: 0.0311788 | Time: 1166.78 ms [2022-04-18 10:52:20 main:574] : INFO : Epoch 1665 | loss: 0.0311675 | val_loss: 0.0311805 | Time: 1136.03 ms [2022-04-18 10:52:21 main:574] : INFO : Epoch 1666 | loss: 0.0311673 | val_loss: 0.0311807 | Time: 1141.34 ms [2022-04-18 10:52:22 main:574] : INFO : Epoch 1667 | loss: 0.0311676 | val_loss: 0.0311773 | Time: 1146.15 ms [2022-04-18 10:52:24 main:574] : INFO : Epoch 1668 | loss: 0.031167 | val_loss: 0.0311783 | Time: 1139.41 ms [2022-04-18 10:52:25 main:574] : INFO : Epoch 1669 | loss: 0.0311666 | val_loss: 0.0311771 | Time: 1129.67 ms [2022-04-18 10:52:26 main:574] : INFO : Epoch 1670 | loss: 0.0311642 | val_loss: 0.0311802 | Time: 1140.79 ms [2022-04-18 10:52:27 main:574] : INFO : Epoch 1671 | loss: 0.0311668 | val_loss: 0.0311808 | Time: 1161.95 ms [2022-04-18 10:52:28 main:574] : INFO : Epoch 1672 | loss: 0.0311659 | val_loss: 0.0311782 | Time: 1140.85 ms [2022-04-18 10:52:29 main:574] : INFO : Epoch 1673 | loss: 0.0311649 | val_loss: 0.0311778 | Time: 1145.67 ms [2022-04-18 10:52:30 main:574] : INFO : Epoch 1674 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 1148.43 ms [2022-04-18 10:52:32 main:574] : INFO : Epoch 1675 | loss: 0.0311622 | val_loss: 0.0311765 | Time: 1143.94 ms [2022-04-18 10:52:33 main:574] : INFO : Epoch 1676 | loss: 0.0311633 | val_loss: 0.0311804 | Time: 1144.51 ms [2022-04-18 10:52:34 main:574] : INFO : Epoch 1677 | loss: 0.0311627 | val_loss: 0.031179 | Time: 1136.79 ms [2022-04-18 10:52:35 main:574] : INFO : Epoch 1678 | loss: 0.0311625 | val_loss: 0.0311773 | Time: 1144.63 ms [2022-04-18 10:52:36 main:574] : INFO : Epoch 1679 | loss: 0.0311624 | val_loss: 0.0311769 | Time: 1143.78 ms [2022-04-18 10:52:37 main:574] : INFO : Epoch 1680 | loss: 0.0311618 | val_loss: 0.0311782 | Time: 1140.72 ms [2022-04-18 10:52:38 main:574] : INFO : Epoch 1681 | loss: 0.0311648 | val_loss: 0.0311779 | Time: 1139.41 ms [2022-04-18 10:52:40 main:574] : INFO : Epoch 1682 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 1144.54 ms [2022-04-18 10:52:41 main:574] : INFO : Epoch 1683 | loss: 0.031162 | val_loss: 0.0311795 | Time: 1135.95 ms [2022-04-18 10:52:42 main:574] : INFO : Epoch 1684 | loss: 0.0311659 | val_loss: 0.0311826 | Time: 1140.76 ms [2022-04-18 10:52:43 main:574] : INFO : Epoch 1685 | loss: 0.0311639 | val_loss: 0.0311783 | Time: 1151.13 ms [2022-04-18 10:52:44 main:574] : INFO : Epoch 1686 | loss: 0.0311604 | val_loss: 0.0311747 | Time: 1146.99 ms [2022-04-18 10:52:45 main:574] : INFO : Epoch 1687 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 1143.96 ms [2022-04-18 10:52:47 main:574] : INFO : Epoch 1688 | loss: 0.0311614 | val_loss: 0.0311735 | Time: 1142.04 ms [2022-04-18 10:52:48 main:574] : INFO : Epoch 1689 | loss: 0.0311614 | val_loss: 0.031173 | Time: 1131.72 ms [2022-04-18 10:52:49 main:574] : INFO : Epoch 1690 | loss: 0.0311605 | val_loss: 0.0311808 | Time: 1138.86 ms [2022-04-18 10:52:50 main:574] : INFO : Epoch 1691 | loss: 0.0311655 | val_loss: 0.0311746 | Time: 1152.86 ms [2022-04-18 10:52:51 main:574] : INFO : Epoch 1692 | loss: 0.0311692 | val_loss: 0.0311795 | Time: 1140.71 ms [2022-04-18 10:52:52 main:574] : INFO : Epoch 1693 | loss: 0.0311677 | val_loss: 0.0311787 | Time: 1139.65 ms [2022-04-18 10:52:53 main:574] : INFO : Epoch 1694 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 1135.25 ms [2022-04-18 10:52:55 main:574] : INFO : Epoch 1695 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 1148.71 ms [2022-04-18 10:52:56 main:574] : INFO : Epoch 1696 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 1168.35 ms [2022-04-18 10:52:57 main:574] : INFO : Epoch 1697 | loss: 0.0311619 | val_loss: 0.0311748 | Time: 1144.89 ms [2022-04-18 10:52:58 main:574] : INFO : Epoch 1698 | loss: 0.0311601 | val_loss: 0.0311761 | Time: 1133.77 ms [2022-04-18 10:52:59 main:574] : INFO : Epoch 1699 | loss: 0.031159 | val_loss: 0.0311761 | Time: 1125.83 ms [2022-04-18 10:53:00 main:574] : INFO : Epoch 1700 | loss: 0.0311623 | val_loss: 0.0311793 | Time: 1152.14 ms [2022-04-18 10:53:01 main:574] : INFO : Epoch 1701 | loss: 0.031162 | val_loss: 0.0311745 | Time: 1136.6 ms [2022-04-18 10:53:03 main:574] : INFO : Epoch 1702 | loss: 0.0311584 | val_loss: 0.0311772 | Time: 1130.48 ms [2022-04-18 10:53:04 main:574] : INFO : Epoch 1703 | loss: 0.0311582 | val_loss: 0.0311745 | Time: 1150.14 ms [2022-04-18 10:53:05 main:574] : INFO : Epoch 1704 | loss: 0.0311595 | val_loss: 0.0311743 | Time: 1137.5 ms [2022-04-18 10:53:06 main:574] : INFO : Epoch 1705 | loss: 0.0311576 | val_loss: 0.0311772 | Time: 1143.44 ms [2022-04-18 10:53:07 main:574] : INFO : Epoch 1706 | loss: 0.0311575 | val_loss: 0.0311734 | Time: 1143.4 ms [2022-04-18 10:53:08 main:574] : INFO : Epoch 1707 | loss: 0.0311571 | val_loss: 0.031174 | Time: 1140.65 ms [2022-04-18 10:53:09 main:574] : INFO : Epoch 1708 | loss: 0.031158 | val_loss: 0.0311744 | Time: 1151.11 ms [2022-04-18 10:53:11 main:574] : INFO : Epoch 1709 | loss: 0.0311594 | val_loss: 0.0311732 | Time: 1135.63 ms [2022-04-18 10:53:12 main:574] : INFO : Epoch 1710 | loss: 0.0311595 | val_loss: 0.0311785 | Time: 1144.63 ms [2022-04-18 10:53:13 main:574] : INFO : Epoch 1711 | loss: 0.0311581 | val_loss: 0.0311754 | Time: 1143.06 ms [2022-04-18 10:53:14 main:574] : INFO : Epoch 1712 | loss: 0.0311568 | val_loss: 0.0311721 | Time: 1142.48 ms [2022-04-18 10:53:15 main:574] : INFO : Epoch 1713 | loss: 0.0311565 | val_loss: 0.0311768 | Time: 1145.99 ms [2022-04-18 10:53:16 main:574] : INFO : Epoch 1714 | loss: 0.0311568 | val_loss: 0.0311745 | Time: 1148.19 ms [2022-04-18 10:53:18 main:574] : INFO : Epoch 1715 | loss: 0.0311555 | val_loss: 0.0311783 | Time: 1141.21 ms [2022-04-18 10:53:19 main:574] : INFO : Epoch 1716 | loss: 0.0311575 | val_loss: 0.0311743 | Time: 1139.62 ms [2022-04-18 10:53:20 main:574] : INFO : Epoch 1717 | loss: 0.0311567 | val_loss: 0.0311764 | Time: 1160.44 ms [2022-04-18 10:53:21 main:574] : INFO : Epoch 1718 | loss: 0.0311565 | val_loss: 0.0311752 | Time: 1148.28 ms [2022-04-18 10:53:22 main:574] : INFO : Epoch 1719 | loss: 0.0311546 | val_loss: 0.0311775 | Time: 1156.05 ms [2022-04-18 10:53:23 main:574] : INFO : Epoch 1720 | loss: 0.0311545 | val_loss: 0.0311746 | Time: 1144.82 ms [2022-04-18 10:53:24 main:574] : INFO : Epoch 1721 | loss: 0.0311547 | val_loss: 0.0311764 | Time: 1147.43 ms [2022-04-18 10:53:26 main:574] : INFO : Epoch 1722 | loss: 0.0311546 | val_loss: 0.0311766 | Time: 1144.7 ms [2022-04-18 10:53:27 main:574] : INFO : Epoch 1723 | loss: 0.0311562 | val_loss: 0.0311745 | Time: 1146.8 ms [2022-04-18 10:53:28 main:574] : INFO : Epoch 1724 | loss: 0.0311544 | val_loss: 0.031177 | Time: 1141.87 ms [2022-04-18 10:53:29 main:574] : INFO : Epoch 1725 | loss: 0.0311555 | val_loss: 0.0311757 | Time: 1144.18 ms [2022-04-18 10:53:30 main:574] : INFO : Epoch 1726 | loss: 0.0311602 | val_loss: 0.0311748 | Time: 1148 ms [2022-04-18 10:53:31 main:574] : INFO : Epoch 1727 | loss: 0.0311585 | val_loss: 0.0311741 | Time: 1138.54 ms [2022-04-18 10:53:33 main:574] : INFO : Epoch 1728 | loss: 0.0311569 | val_loss: 0.0311801 | Time: 1138.04 ms [2022-04-18 10:53:34 main:574] : INFO : Epoch 1729 | loss: 0.0311566 | val_loss: 0.0311771 | Time: 1148.68 ms [2022-04-18 10:53:35 main:574] : INFO : Epoch 1730 | loss: 0.0311567 | val_loss: 0.0311776 | Time: 1149.76 ms [2022-04-18 10:53:36 main:574] : INFO : Epoch 1731 | loss: 0.0311557 | val_loss: 0.0311745 | Time: 1134.24 ms [2022-04-18 10:53:37 main:574] : INFO : Epoch 1732 | loss: 0.0311554 | val_loss: 0.0311773 | Time: 1144.66 ms [2022-04-18 10:53:38 main:574] : INFO : Epoch 1733 | loss: 0.0311543 | val_loss: 0.0311768 | Time: 1138.53 ms [2022-04-18 10:53:39 main:574] : INFO : Epoch 1734 | loss: 0.0311551 | val_loss: 0.0311755 | Time: 1135 ms [2022-04-18 10:53:41 main:574] : INFO : Epoch 1735 | loss: 0.0311553 | val_loss: 0.0311785 | Time: 1140.92 ms [2022-04-18 10:53:42 main:574] : INFO : Epoch 1736 | loss: 0.0311557 | val_loss: 0.0311741 | Time: 1144.51 ms [2022-04-18 10:53:43 main:574] : INFO : Epoch 1737 | loss: 0.0311553 | val_loss: 0.0311753 | Time: 1142.19 ms [2022-04-18 10:53:44 main:574] : INFO : Epoch 1738 | loss: 0.0311559 | val_loss: 0.0311767 | Time: 1150.11 ms [2022-04-18 10:53:45 main:574] : INFO : Epoch 1739 | loss: 0.031155 | val_loss: 0.0311758 | Time: 1141.47 ms [2022-04-18 10:53:46 main:574] : INFO : Epoch 1740 | loss: 0.0311545 | val_loss: 0.0311765 | Time: 1143.53 ms [2022-04-18 10:53:47 main:574] : INFO : Epoch 1741 | loss: 0.0311566 | val_loss: 0.031178 | Time: 1148.48 ms [2022-04-18 10:53:49 main:574] : INFO : Epoch 1742 | loss: 0.0311559 | val_loss: 0.0311771 | Time: 1138.66 ms [2022-04-18 10:53:50 main:574] : INFO : Epoch 1743 | loss: 0.031158 | val_loss: 0.0311879 | Time: 1141.58 ms [2022-04-18 10:53:51 main:574] : INFO : Epoch 1744 | loss: 0.0311631 | val_loss: 0.0311771 | Time: 1144.63 ms [2022-04-18 10:53:52 main:574] : INFO : Epoch 1745 | loss: 0.0311604 | val_loss: 0.0311783 | Time: 1137.41 ms [2022-04-18 10:53:53 main:574] : INFO : Epoch 1746 | loss: 0.0311564 | val_loss: 0.0311752 | Time: 1148.47 ms [2022-04-18 10:53:54 main:574] : INFO : Epoch 1747 | loss: 0.0311558 | val_loss: 0.0311756 | Time: 1160.45 ms [2022-04-18 10:53:56 main:574] : INFO : Epoch 1748 | loss: 0.0311546 | val_loss: 0.0311775 | Time: 1144.3 ms [2022-04-18 10:53:57 main:574] : INFO : Epoch 1749 | loss: 0.031154 | val_loss: 0.031181 | Time: 1150.54 ms [2022-04-18 10:53:58 main:574] : INFO : Epoch 1750 | loss: 0.031156 | val_loss: 0.0311779 | Time: 1137.22 ms [2022-04-18 10:53:59 main:574] : INFO : Epoch 1751 | loss: 0.031155 | val_loss: 0.0311838 | Time: 1143.81 ms [2022-04-18 10:54:00 main:574] : INFO : Epoch 1752 | loss: 0.0311548 | val_loss: 0.031175 | Time: 1153.21 ms [2022-04-18 10:54:01 main:574] : INFO : Epoch 1753 | loss: 0.0311542 | val_loss: 0.0311747 | Time: 1140.57 ms [2022-04-18 10:54:02 main:574] : INFO : Epoch 1754 | loss: 0.031154 | val_loss: 0.0311755 | Time: 1143.58 ms [2022-04-18 10:54:04 main:574] : INFO : Epoch 1755 | loss: 0.0311535 | val_loss: 0.0311783 | Time: 1149.17 ms [2022-04-18 10:54:05 main:574] : INFO : Epoch 1756 | loss: 0.0311546 | val_loss: 0.0311798 | Time: 1143.26 ms [2022-04-18 10:54:06 main:574] : INFO : Epoch 1757 | loss: 0.031154 | val_loss: 0.0311782 | Time: 1124.92 ms [2022-04-18 10:54:07 main:574] : INFO : Epoch 1758 | loss: 0.0311553 | val_loss: 0.0311752 | Time: 1141.16 ms [2022-04-18 10:54:08 main:574] : INFO : Epoch 1759 | loss: 0.0311552 | val_loss: 0.0311797 | Time: 1141.59 ms [2022-04-18 10:54:09 main:574] : INFO : Epoch 1760 | loss: 0.0311549 | val_loss: 0.0311774 | Time: 1130.91 ms [2022-04-18 10:54:10 main:574] : INFO : Epoch 1761 | loss: 0.0311542 | val_loss: 0.0311806 | Time: 1135.29 ms [2022-04-18 10:54:12 main:574] : INFO : Epoch 1762 | loss: 0.0311541 | val_loss: 0.0311765 | Time: 1149.71 ms [2022-04-18 10:54:13 main:574] : INFO : Epoch 1763 | loss: 0.031154 | val_loss: 0.0311753 | Time: 1142.99 ms [2022-04-18 10:54:14 main:574] : INFO : Epoch 1764 | loss: 0.0311564 | val_loss: 0.0311817 | Time: 1139.59 ms [2022-04-18 10:54:15 main:574] : INFO : Epoch 1765 | loss: 0.0311563 | val_loss: 0.031177 | Time: 1132.15 ms [2022-04-18 10:54:16 main:574] : INFO : Epoch 1766 | loss: 0.0311554 | val_loss: 0.0311774 | Time: 1135.49 ms [2022-04-18 10:54:17 main:574] : INFO : Epoch 1767 | loss: 0.0311555 | val_loss: 0.0311833 | Time: 1139.69 ms [2022-04-18 10:54:18 main:574] : INFO : Epoch 1768 | loss: 0.0311546 | val_loss: 0.0311765 | Time: 1142.26 ms [2022-04-18 10:54:20 main:574] : INFO : Epoch 1769 | loss: 0.0311549 | val_loss: 0.0311754 | Time: 1134.18 ms [2022-04-18 10:54:21 main:574] : INFO : Epoch 1770 | loss: 0.0311555 | val_loss: 0.0311762 | Time: 1144.05 ms [2022-04-18 10:54:22 main:574] : INFO : Epoch 1771 | loss: 0.0311528 | val_loss: 0.0311747 | Time: 1135.14 ms [2022-04-18 10:54:23 main:574] : INFO : Epoch 1772 | loss: 0.0311529 | val_loss: 0.0311739 | Time: 1135.74 ms [2022-04-18 10:54:24 main:574] : INFO : Epoch 1773 | loss: 0.0311534 | val_loss: 0.0311776 | Time: 1133.79 ms [2022-04-18 10:54:25 main:574] : INFO : Epoch 1774 | loss: 0.031152 | val_loss: 0.0311766 | Time: 1138.53 ms [2022-04-18 10:54:26 main:574] : INFO : Epoch 1775 | loss: 0.0311526 | val_loss: 0.0311763 | Time: 1133.92 ms [2022-04-18 10:54:28 main:574] : INFO : Epoch 1776 | loss: 0.0311531 | val_loss: 0.0311784 | Time: 1147.35 ms [2022-04-18 10:54:29 main:574] : INFO : Epoch 1777 | loss: 0.0311526 | val_loss: 0.0311765 | Time: 1162.9 ms [2022-04-18 10:54:30 main:574] : INFO : Epoch 1778 | loss: 0.0311531 | val_loss: 0.0311789 | Time: 1137.01 ms [2022-04-18 10:54:31 main:574] : INFO : Epoch 1779 | loss: 0.0311538 | val_loss: 0.031186 | Time: 1145.94 ms [2022-04-18 10:54:32 main:574] : INFO : Epoch 1780 | loss: 0.0311558 | val_loss: 0.0311832 | Time: 1141.98 ms [2022-04-18 10:54:33 main:574] : INFO : Epoch 1781 | loss: 0.0311533 | val_loss: 0.031181 | Time: 1138.69 ms [2022-04-18 10:54:34 main:574] : INFO : Epoch 1782 | loss: 0.0311541 | val_loss: 0.0311872 | Time: 1144.61 ms [2022-04-18 10:54:36 main:574] : INFO : Epoch 1783 | loss: 0.0311561 | val_loss: 0.0311818 | Time: 1155.84 ms [2022-04-18 10:54:37 main:574] : INFO : Epoch 1784 | loss: 0.0311526 | val_loss: 0.0311774 | Time: 1139.32 ms [2022-04-18 10:54:38 main:574] : INFO : Epoch 1785 | loss: 0.0311524 | val_loss: 0.0311783 | Time: 1131.35 ms [2022-04-18 10:54:39 main:574] : INFO : Epoch 1786 | loss: 0.0311524 | val_loss: 0.031181 | Time: 1150.72 ms [2022-04-18 10:54:40 main:574] : INFO : Epoch 1787 | loss: 0.0311543 | val_loss: 0.0311795 | Time: 1142.41 ms [2022-04-18 10:54:41 main:574] : INFO : Epoch 1788 | loss: 0.0311525 | val_loss: 0.0311806 | Time: 1143.53 ms [2022-04-18 10:54:43 main:574] : INFO : Epoch 1789 | loss: 0.0311516 | val_loss: 0.0311774 | Time: 1157.44 ms [2022-04-18 10:54:44 main:574] : INFO : Epoch 1790 | loss: 0.031151 | val_loss: 0.0311804 | Time: 1139.64 ms [2022-04-18 10:54:45 main:574] : INFO : Epoch 1791 | loss: 0.0311525 | val_loss: 0.031177 | Time: 1148.02 ms [2022-04-18 10:54:46 main:574] : INFO : Epoch 1792 | loss: 0.0311515 | val_loss: 0.0311774 | Time: 1139.2 ms [2022-04-18 10:54:47 main:574] : INFO : Epoch 1793 | loss: 0.0311512 | val_loss: 0.0311784 | Time: 1145.18 ms [2022-04-18 10:54:48 main:574] : INFO : Epoch 1794 | loss: 0.0311511 | val_loss: 0.0311778 | Time: 1133.83 ms [2022-04-18 10:54:49 main:574] : INFO : Epoch 1795 | loss: 0.0311541 | val_loss: 0.0311827 | Time: 1140.53 ms [2022-04-18 10:54:51 main:574] : INFO : Epoch 1796 | loss: 0.0311569 | val_loss: 0.031179 | Time: 1153.9 ms [2022-04-18 10:54:52 main:574] : INFO : Epoch 1797 | loss: 0.0311535 | val_loss: 0.0311804 | Time: 1132.43 ms [2022-04-18 10:54:53 main:574] : INFO : Epoch 1798 | loss: 0.0311546 | val_loss: 0.0311806 | Time: 1149.04 ms [2022-04-18 10:54:54 main:574] : INFO : Epoch 1799 | loss: 0.0311531 | val_loss: 0.0311766 | Time: 1140.06 ms [2022-04-18 10:54:55 main:574] : INFO : Epoch 1800 | loss: 0.0311531 | val_loss: 0.0311776 | Time: 1149.26 ms [2022-04-18 10:54:56 main:574] : INFO : Epoch 1801 | loss: 0.0311537 | val_loss: 0.0311785 | Time: 1149.38 ms [2022-04-18 10:54:57 main:574] : INFO : Epoch 1802 | loss: 0.0311565 | val_loss: 0.0311799 | Time: 1131.83 ms [2022-04-18 10:54:59 main:574] : INFO : Epoch 1803 | loss: 0.0311524 | val_loss: 0.0311764 | Time: 1143.89 ms [2022-04-18 10:55:00 main:574] : INFO : Epoch 1804 | loss: 0.0311512 | val_loss: 0.0311754 | Time: 1140.64 ms [2022-04-18 10:55:01 main:574] : INFO : Epoch 1805 | loss: 0.0311518 | val_loss: 0.031174 | Time: 1146.92 ms [2022-04-18 10:55:02 main:574] : INFO : Epoch 1806 | loss: 0.0311532 | val_loss: 0.0311834 | Time: 1137.04 ms [2022-04-18 10:55:03 main:574] : INFO : Epoch 1807 | loss: 0.0311555 | val_loss: 0.031182 | Time: 1137.53 ms [2022-04-18 10:55:04 main:574] : INFO : Epoch 1808 | loss: 0.0311555 | val_loss: 0.0311812 | Time: 1142.61 ms [2022-04-18 10:55:06 main:574] : INFO : Epoch 1809 | loss: 0.0311551 | val_loss: 0.0311857 | Time: 1141.29 ms [2022-04-18 10:55:07 main:574] : INFO : Epoch 1810 | loss: 0.0311577 | val_loss: 0.0311851 | Time: 1132.04 ms [2022-04-18 10:55:08 main:574] : INFO : Epoch 1811 | loss: 0.0311581 | val_loss: 0.0311809 | Time: 1149.34 ms [2022-04-18 10:55:09 main:574] : INFO : Epoch 1812 | loss: 0.0311573 | val_loss: 0.031181 | Time: 1147.97 ms [2022-04-18 10:55:10 main:574] : INFO : Epoch 1813 | loss: 0.031158 | val_loss: 0.0311796 | Time: 1138.21 ms [2022-04-18 10:55:11 main:574] : INFO : Epoch 1814 | loss: 0.0311604 | val_loss: 0.031179 | Time: 1138.88 ms [2022-04-18 10:55:12 main:574] : INFO : Epoch 1815 | loss: 0.0311582 | val_loss: 0.0311796 | Time: 1152.45 ms [2022-04-18 10:55:14 main:574] : INFO : Epoch 1816 | loss: 0.0311568 | val_loss: 0.0311791 | Time: 1143.44 ms [2022-04-18 10:55:15 main:574] : INFO : Epoch 1817 | loss: 0.0311573 | val_loss: 0.0311815 | Time: 1137.21 ms [2022-04-18 10:55:16 main:574] : INFO : Epoch 1818 | loss: 0.0311574 | val_loss: 0.0311801 | Time: 1147.97 ms [2022-04-18 10:55:17 main:574] : INFO : Epoch 1819 | loss: 0.031163 | val_loss: 0.0311812 | Time: 1134.1 ms [2022-04-18 10:55:18 main:574] : INFO : Epoch 1820 | loss: 0.0311718 | val_loss: 0.0311833 | Time: 1143.72 ms [2022-04-18 10:55:19 main:574] : INFO : Epoch 1821 | loss: 0.0311733 | val_loss: 0.0311801 | Time: 1145.24 ms [2022-04-18 10:55:20 main:574] : INFO : Epoch 1822 | loss: 0.0311696 | val_loss: 0.0311796 | Time: 1141.5 ms [2022-04-18 10:55:22 main:574] : INFO : Epoch 1823 | loss: 0.0311689 | val_loss: 0.03118 | Time: 1152.36 ms [2022-04-18 10:55:23 main:574] : INFO : Epoch 1824 | loss: 0.031167 | val_loss: 0.0311793 | Time: 1149.2 ms [2022-04-18 10:55:24 main:574] : INFO : Epoch 1825 | loss: 0.0311671 | val_loss: 0.031178 | Time: 1137.5 ms [2022-04-18 10:55:25 main:574] : INFO : Epoch 1826 | loss: 0.0311655 | val_loss: 0.0311784 | Time: 1142.01 ms [2022-04-18 10:55:26 main:574] : INFO : Epoch 1827 | loss: 0.0311641 | val_loss: 0.0311788 | Time: 1142.79 ms [2022-04-18 10:55:27 main:574] : INFO : Epoch 1828 | loss: 0.0311636 | val_loss: 0.0311789 | Time: 1148.98 ms [2022-04-18 10:55:28 main:574] : INFO : Epoch 1829 | loss: 0.0311632 | val_loss: 0.0311778 | Time: 1140.3 ms [2022-04-18 10:55:30 main:574] : INFO : Epoch 1830 | loss: 0.0311631 | val_loss: 0.0311787 | Time: 1145.13 ms [2022-04-18 10:55:31 main:574] : INFO : Epoch 1831 | loss: 0.0311637 | val_loss: 0.0311775 | Time: 1144.22 ms [2022-04-18 10:55:32 main:574] : INFO : Epoch 1832 | loss: 0.0311637 | val_loss: 0.0311798 | Time: 1143.64 ms [2022-04-18 10:55:33 main:574] : INFO : Epoch 1833 | loss: 0.0311634 | val_loss: 0.0311754 | Time: 1139.38 ms [2022-04-18 10:55:34 main:574] : INFO : Epoch 1834 | loss: 0.0311619 | val_loss: 0.0311746 | Time: 1144.87 ms [2022-04-18 10:55:35 main:574] : INFO : Epoch 1835 | loss: 0.0311625 | val_loss: 0.0311778 | Time: 1144.71 ms [2022-04-18 10:55:37 main:574] : INFO : Epoch 1836 | loss: 0.0311627 | val_loss: 0.0311819 | Time: 1138.28 ms [2022-04-18 10:55:38 main:574] : INFO : Epoch 1837 | loss: 0.0311628 | val_loss: 0.0311831 | Time: 1138.53 ms [2022-04-18 10:55:39 main:574] : INFO : Epoch 1838 | loss: 0.0311628 | val_loss: 0.0311801 | Time: 1158.69 ms [2022-04-18 10:55:40 main:574] : INFO : Epoch 1839 | loss: 0.031161 | val_loss: 0.0311757 | Time: 1144.15 ms [2022-04-18 10:55:41 main:574] : INFO : Epoch 1840 | loss: 0.0311615 | val_loss: 0.031175 | Time: 1141.31 ms [2022-04-18 10:55:42 main:574] : INFO : Epoch 1841 | loss: 0.0311605 | val_loss: 0.0311748 | Time: 1149.09 ms [2022-04-18 10:55:43 main:574] : INFO : Epoch 1842 | loss: 0.0311621 | val_loss: 0.0311771 | Time: 1147.48 ms [2022-04-18 10:55:45 main:574] : INFO : Epoch 1843 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 1153.71 ms [2022-04-18 10:55:46 main:574] : INFO : Epoch 1844 | loss: 0.0311627 | val_loss: 0.031175 | Time: 1138.99 ms [2022-04-18 10:55:47 main:574] : INFO : Epoch 1845 | loss: 0.0311622 | val_loss: 0.0311769 | Time: 1141.84 ms [2022-04-18 10:55:48 main:574] : INFO : Epoch 1846 | loss: 0.0311622 | val_loss: 0.0311766 | Time: 1135.82 ms [2022-04-18 10:55:49 main:574] : INFO : Epoch 1847 | loss: 0.031163 | val_loss: 0.0311756 | Time: 1140.54 ms [2022-04-18 10:55:50 main:574] : INFO : Epoch 1848 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 1145.62 ms [2022-04-18 10:55:51 main:574] : INFO : Epoch 1849 | loss: 0.0311602 | val_loss: 0.0311756 | Time: 1153.54 ms [2022-04-18 10:55:53 main:574] : INFO : Epoch 1850 | loss: 0.0311594 | val_loss: 0.0311743 | Time: 1135.64 ms [2022-04-18 10:55:54 main:574] : INFO : Epoch 1851 | loss: 0.0311585 | val_loss: 0.0311756 | Time: 1133.37 ms [2022-04-18 10:55:55 main:574] : INFO : Epoch 1852 | loss: 0.0311602 | val_loss: 0.0311739 | Time: 1136.59 ms [2022-04-18 10:55:56 main:574] : INFO : Epoch 1853 | loss: 0.0311585 | val_loss: 0.0311749 | Time: 1135.52 ms [2022-04-18 10:55:57 main:574] : INFO : Epoch 1854 | loss: 0.0311592 | val_loss: 0.0311769 | Time: 1131.56 ms [2022-04-18 10:55:58 main:574] : INFO : Epoch 1855 | loss: 0.031159 | val_loss: 0.0311737 | Time: 1148.57 ms [2022-04-18 10:56:00 main:574] : INFO : Epoch 1856 | loss: 0.0311591 | val_loss: 0.0311745 | Time: 1162.24 ms [2022-04-18 10:56:01 main:574] : INFO : Epoch 1857 | loss: 0.0311607 | val_loss: 0.0311792 | Time: 1133.36 ms [2022-04-18 10:56:02 main:574] : INFO : Epoch 1858 | loss: 0.03116 | val_loss: 0.0311762 | Time: 1149.94 ms [2022-04-18 10:56:03 main:574] : INFO : Epoch 1859 | loss: 0.0311598 | val_loss: 0.0311753 | Time: 1140.69 ms [2022-04-18 10:56:04 main:574] : INFO : Epoch 1860 | loss: 0.0311601 | val_loss: 0.0311794 | Time: 1141.72 ms [2022-04-18 10:56:05 main:574] : INFO : Epoch 1861 | loss: 0.0311611 | val_loss: 0.0311844 | Time: 1207.04 ms [2022-04-18 10:56:06 main:574] : INFO : Epoch 1862 | loss: 0.0311678 | val_loss: 0.0311809 | Time: 1135.63 ms [2022-04-18 10:56:08 main:574] : INFO : Epoch 1863 | loss: 0.0311625 | val_loss: 0.0311744 | Time: 1151.43 ms [2022-04-18 10:56:09 main:574] : INFO : Epoch 1864 | loss: 0.0311572 | val_loss: 0.0311742 | Time: 1135.86 ms [2022-04-18 10:56:10 main:574] : INFO : Epoch 1865 | loss: 0.0311568 | val_loss: 0.0311755 | Time: 1127.66 ms [2022-04-18 10:56:11 main:574] : INFO : Epoch 1866 | loss: 0.0311592 | val_loss: 0.0311787 | Time: 1135.3 ms [2022-04-18 10:56:12 main:574] : INFO : Epoch 1867 | loss: 0.0311601 | val_loss: 0.0311795 | Time: 1153.93 ms [2022-04-18 10:56:13 main:574] : INFO : Epoch 1868 | loss: 0.0311629 | val_loss: 0.0311751 | Time: 1136.92 ms [2022-04-18 10:56:14 main:574] : INFO : Epoch 1869 | loss: 0.0311602 | val_loss: 0.0311798 | Time: 1140.95 ms [2022-04-18 10:56:16 main:574] : INFO : Epoch 1870 | loss: 0.031168 | val_loss: 0.0311817 | Time: 1142.32 ms [2022-04-18 10:56:17 main:574] : INFO : Epoch 1871 | loss: 0.0311679 | val_loss: 0.0311784 | Time: 1157.59 ms [2022-04-18 10:56:18 main:574] : INFO : Epoch 1872 | loss: 0.0311647 | val_loss: 0.0311818 | Time: 1147.48 ms [2022-04-18 10:56:19 main:574] : INFO : Epoch 1873 | loss: 0.0311661 | val_loss: 0.031178 | Time: 1148.24 ms [2022-04-18 10:56:20 main:574] : INFO : Epoch 1874 | loss: 0.0311625 | val_loss: 0.0311768 | Time: 1148.6 ms [2022-04-18 10:56:21 main:574] : INFO : Epoch 1875 | loss: 0.0311595 | val_loss: 0.0311743 | Time: 1136.95 ms [2022-04-18 10:56:23 main:574] : INFO : Epoch 1876 | loss: 0.0311613 | val_loss: 0.0311819 | Time: 1145.98 ms [2022-04-18 10:56:24 main:574] : INFO : Epoch 1877 | loss: 0.0311604 | val_loss: 0.0311732 | Time: 1144.49 ms [2022-04-18 10:56:25 main:574] : INFO : Epoch 1878 | loss: 0.0311585 | val_loss: 0.031176 | Time: 1146.82 ms [2022-04-18 10:56:26 main:574] : INFO : Epoch 1879 | loss: 0.0311581 | val_loss: 0.0311735 | Time: 1146.06 ms [2022-04-18 10:56:27 main:574] : INFO : Epoch 1880 | loss: 0.0311601 | val_loss: 0.0311741 | Time: 1139.08 ms [2022-04-18 10:56:28 main:574] : INFO : Epoch 1881 | loss: 0.0311608 | val_loss: 0.0311848 | Time: 1139.51 ms [2022-04-18 10:56:29 main:574] : INFO : Epoch 1882 | loss: 0.0311607 | val_loss: 0.0311719 | Time: 1146.36 ms [2022-04-18 10:56:31 main:574] : INFO : Epoch 1883 | loss: 0.0311598 | val_loss: 0.0311738 | Time: 1150.45 ms [2022-04-18 10:56:32 main:574] : INFO : Epoch 1884 | loss: 0.0311595 | val_loss: 0.0311754 | Time: 1141.16 ms [2022-04-18 10:56:33 main:574] : INFO : Epoch 1885 | loss: 0.0311595 | val_loss: 0.0311725 | Time: 1144.72 ms [2022-04-18 10:56:34 main:574] : INFO : Epoch 1886 | loss: 0.0311582 | val_loss: 0.0311817 | Time: 1152.52 ms [2022-04-18 10:56:35 main:574] : INFO : Epoch 1887 | loss: 0.0311581 | val_loss: 0.0311735 | Time: 1147.4 ms [2022-04-18 10:56:36 main:574] : INFO : Epoch 1888 | loss: 0.0311586 | val_loss: 0.0311769 | Time: 1145.67 ms [2022-04-18 10:56:38 main:574] : INFO : Epoch 1889 | loss: 0.0311582 | val_loss: 0.0311744 | Time: 1138.08 ms [2022-04-18 10:56:39 main:574] : INFO : Epoch 1890 | loss: 0.0311569 | val_loss: 0.0311755 | Time: 1140.11 ms [2022-04-18 10:56:40 main:574] : INFO : Epoch 1891 | loss: 0.0311587 | val_loss: 0.0311768 | Time: 1160.08 ms [2022-04-18 10:56:41 main:574] : INFO : Epoch 1892 | loss: 0.0311575 | val_loss: 0.0311749 | Time: 1147.2 ms [2022-04-18 10:56:42 main:574] : INFO : Epoch 1893 | loss: 0.0311587 | val_loss: 0.031174 | Time: 1148.6 ms [2022-04-18 10:56:43 main:574] : INFO : Epoch 1894 | loss: 0.0311583 | val_loss: 0.031172 | Time: 1137.11 ms [2022-04-18 10:56:44 main:574] : INFO : Epoch 1895 | loss: 0.031158 | val_loss: 0.0311729 | Time: 1148.64 ms [2022-04-18 10:56:46 main:574] : INFO : Epoch 1896 | loss: 0.0311599 | val_loss: 0.0311756 | Time: 1143.52 ms [2022-04-18 10:56:47 main:574] : INFO : Epoch 1897 | loss: 0.0311584 | val_loss: 0.0311757 | Time: 1146.57 ms [2022-04-18 10:56:48 main:574] : INFO : Epoch 1898 | loss: 0.0311577 | val_loss: 0.0311742 | Time: 1128.77 ms [2022-04-18 10:56:49 main:574] : INFO : Epoch 1899 | loss: 0.0311586 | val_loss: 0.0311754 | Time: 1137.15 ms [2022-04-18 10:56:50 main:574] : INFO : Epoch 1900 | loss: 0.0311594 | val_loss: 0.0311754 | Time: 1144.12 ms [2022-04-18 10:56:51 main:574] : INFO : Epoch 1901 | loss: 0.0311611 | val_loss: 0.0311799 | Time: 1145.12 ms [2022-04-18 10:56:52 main:574] : INFO : Epoch 1902 | loss: 0.0311617 | val_loss: 0.0311798 | Time: 1141.6 ms [2022-04-18 10:56:54 main:574] : INFO : Epoch 1903 | loss: 0.031161 | val_loss: 0.0311806 | Time: 1145.87 ms [2022-04-18 10:56:55 main:574] : INFO : Epoch 1904 | loss: 0.0311598 | val_loss: 0.0311786 | Time: 1157.51 ms [2022-04-18 10:56:56 main:574] : INFO : Epoch 1905 | loss: 0.0311593 | val_loss: 0.0311815 | Time: 1134.73 ms [2022-04-18 10:56:57 main:574] : INFO : Epoch 1906 | loss: 0.0311605 | val_loss: 0.0311851 | Time: 1161.18 ms [2022-04-18 10:56:58 main:574] : INFO : Epoch 1907 | loss: 0.0311597 | val_loss: 0.0311796 | Time: 1144.29 ms [2022-04-18 10:56:59 main:574] : INFO : Epoch 1908 | loss: 0.0311584 | val_loss: 0.0311821 | Time: 1141.39 ms [2022-04-18 10:57:01 main:574] : INFO : Epoch 1909 | loss: 0.0311584 | val_loss: 0.0311785 | Time: 1152.23 ms [2022-04-18 10:57:02 main:574] : INFO : Epoch 1910 | loss: 0.0311606 | val_loss: 0.0311788 | Time: 1129.07 ms [2022-04-18 10:57:03 main:574] : INFO : Epoch 1911 | loss: 0.0311576 | val_loss: 0.0311806 | Time: 1136.23 ms [2022-04-18 10:57:04 main:574] : INFO : Epoch 1912 | loss: 0.0311596 | val_loss: 0.0311757 | Time: 1140.82 ms [2022-04-18 10:57:05 main:574] : INFO : Epoch 1913 | loss: 0.0311621 | val_loss: 0.0311741 | Time: 1140.86 ms [2022-04-18 10:57:06 main:574] : INFO : Epoch 1914 | loss: 0.0311605 | val_loss: 0.0311747 | Time: 1149.05 ms [2022-04-18 10:57:07 main:574] : INFO : Epoch 1915 | loss: 0.0311587 | val_loss: 0.0311764 | Time: 1140.15 ms [2022-04-18 10:57:09 main:574] : INFO : Epoch 1916 | loss: 0.0311586 | val_loss: 0.0311775 | Time: 1147.78 ms [2022-04-18 10:57:10 main:574] : INFO : Epoch 1917 | loss: 0.0311593 | val_loss: 0.0311758 | Time: 1139.54 ms [2022-04-18 10:57:11 main:574] : INFO : Epoch 1918 | loss: 0.0311587 | val_loss: 0.0311756 | Time: 1138.69 ms [2022-04-18 10:57:12 main:574] : INFO : Epoch 1919 | loss: 0.0311565 | val_loss: 0.0311831 | Time: 1134.62 ms [2022-04-18 10:57:13 main:574] : INFO : Epoch 1920 | loss: 0.0311567 | val_loss: 0.031175 | Time: 1145.62 ms [2022-04-18 10:57:14 main:574] : INFO : Epoch 1921 | loss: 0.0311559 | val_loss: 0.0311755 | Time: 1136.03 ms [2022-04-18 10:57:15 main:574] : INFO : Epoch 1922 | loss: 0.0311573 | val_loss: 0.0311767 | Time: 1155.54 ms [2022-04-18 10:57:17 main:574] : INFO : Epoch 1923 | loss: 0.0311576 | val_loss: 0.0311748 | Time: 1148.11 ms [2022-04-18 10:57:18 main:574] : INFO : Epoch 1924 | loss: 0.0311557 | val_loss: 0.0311786 | Time: 1139.45 ms [2022-04-18 10:57:19 main:574] : INFO : Epoch 1925 | loss: 0.0311575 | val_loss: 0.0311754 | Time: 1138.71 ms [2022-04-18 10:57:20 main:574] : INFO : Epoch 1926 | loss: 0.0311575 | val_loss: 0.0311747 | Time: 1129.28 ms [2022-04-18 10:57:21 main:574] : INFO : Epoch 1927 | loss: 0.0311588 | val_loss: 0.0311832 | Time: 1146.62 ms [2022-04-18 10:57:22 main:574] : INFO : Epoch 1928 | loss: 0.031168 | val_loss: 0.0311827 | Time: 1140.9 ms [2022-04-18 10:57:23 main:574] : INFO : Epoch 1929 | loss: 0.0311651 | val_loss: 0.0311745 | Time: 1132.4 ms [2022-04-18 10:57:25 main:574] : INFO : Epoch 1930 | loss: 0.0311637 | val_loss: 0.0311757 | Time: 1151.12 ms [2022-04-18 10:57:26 main:574] : INFO : Epoch 1931 | loss: 0.0311636 | val_loss: 0.0311763 | Time: 1139.3 ms [2022-04-18 10:57:27 main:574] : INFO : Epoch 1932 | loss: 0.0311606 | val_loss: 0.0311744 | Time: 1137.27 ms [2022-04-18 10:57:28 main:574] : INFO : Epoch 1933 | loss: 0.0311593 | val_loss: 0.0311751 | Time: 1140.88 ms [2022-04-18 10:57:29 main:574] : INFO : Epoch 1934 | loss: 0.0311601 | val_loss: 0.0311782 | Time: 1133.99 ms [2022-04-18 10:57:30 main:574] : INFO : Epoch 1935 | loss: 0.0311607 | val_loss: 0.0311758 | Time: 1148.32 ms [2022-04-18 10:57:32 main:574] : INFO : Epoch 1936 | loss: 0.0311587 | val_loss: 0.0311744 | Time: 1143.56 ms [2022-04-18 10:57:33 main:574] : INFO : Epoch 1937 | loss: 0.0311608 | val_loss: 0.0311755 | Time: 1146.88 ms [2022-04-18 10:57:34 main:574] : INFO : Epoch 1938 | loss: 0.0311593 | val_loss: 0.0311794 | Time: 1139.92 ms [2022-04-18 10:57:35 main:574] : INFO : Epoch 1939 | loss: 0.0311589 | val_loss: 0.0311748 | Time: 1132.91 ms [2022-04-18 10:57:36 main:574] : INFO : Epoch 1940 | loss: 0.0311597 | val_loss: 0.0311755 | Time: 1155.87 ms [2022-04-18 10:57:37 main:574] : INFO : Epoch 1941 | loss: 0.0311585 | val_loss: 0.0311748 | Time: 1149.95 ms [2022-04-18 10:57:38 main:574] : INFO : Epoch 1942 | loss: 0.0311574 | val_loss: 0.0311747 | Time: 1141.42 ms [2022-04-18 10:57:40 main:574] : INFO : Epoch 1943 | loss: 0.0311581 | val_loss: 0.0311747 | Time: 1133.9 ms [2022-04-18 10:57:41 main:574] : INFO : Epoch 1944 | loss: 0.03116 | val_loss: 0.0311737 | Time: 1134.85 ms [2022-04-18 10:57:42 main:574] : INFO : Epoch 1945 | loss: 0.0311576 | val_loss: 0.0311735 | Time: 1151.41 ms [2022-04-18 10:57:43 main:574] : INFO : Epoch 1946 | loss: 0.0311561 | val_loss: 0.0311754 | Time: 1149.24 ms [2022-04-18 10:57:44 main:574] : INFO : Epoch 1947 | loss: 0.0311565 | val_loss: 0.0311721 | Time: 1161.84 ms [2022-04-18 10:57:45 main:574] : INFO : Epoch 1948 | loss: 0.0311561 | val_loss: 0.0311726 | Time: 1144.63 ms [2022-04-18 10:57:46 main:574] : INFO : Epoch 1949 | loss: 0.0311572 | val_loss: 0.031174 | Time: 1144.17 ms [2022-04-18 10:57:48 main:574] : INFO : Epoch 1950 | loss: 0.0311574 | val_loss: 0.0311745 | Time: 1141.13 ms [2022-04-18 10:57:49 main:574] : INFO : Epoch 1951 | loss: 0.0311589 | val_loss: 0.0311752 | Time: 1143.4 ms [2022-04-18 10:57:50 main:574] : INFO : Epoch 1952 | loss: 0.031158 | val_loss: 0.0311756 | Time: 1142.52 ms [2022-04-18 10:57:51 main:574] : INFO : Epoch 1953 | loss: 0.0311574 | val_loss: 0.0311761 | Time: 1146.56 ms [2022-04-18 10:57:52 main:574] : INFO : Epoch 1954 | loss: 0.0311571 | val_loss: 0.0311752 | Time: 1134.39 ms [2022-04-18 10:57:53 main:574] : INFO : Epoch 1955 | loss: 0.0311591 | val_loss: 0.0311745 | Time: 1139.12 ms [2022-04-18 10:57:55 main:574] : INFO : Epoch 1956 | loss: 0.0311563 | val_loss: 0.0311748 | Time: 1135.72 ms [2022-04-18 10:57:56 main:574] : INFO : Epoch 1957 | loss: 0.031155 | val_loss: 0.0311756 | Time: 1152.19 ms [2022-04-18 10:57:57 main:574] : INFO : Epoch 1958 | loss: 0.031156 | val_loss: 0.0311754 | Time: 1148.9 ms [2022-04-18 10:57:58 main:574] : INFO : Epoch 1959 | loss: 0.0311574 | val_loss: 0.0311753 | Time: 1141.24 ms [2022-04-18 10:57:59 main:574] : INFO : Epoch 1960 | loss: 0.0311563 | val_loss: 0.0311748 | Time: 1142.7 ms [2022-04-18 10:58:00 main:574] : INFO : Epoch 1961 | loss: 0.0311567 | val_loss: 0.0311743 | Time: 1132.23 ms [2022-04-18 10:58:01 main:574] : INFO : Epoch 1962 | loss: 0.0311568 | val_loss: 0.0311755 | Time: 1140.83 ms [2022-04-18 10:58:03 main:574] : INFO : Epoch 1963 | loss: 0.0311618 | val_loss: 0.0311763 | Time: 1137.93 ms [2022-04-18 10:58:04 main:574] : INFO : Epoch 1964 | loss: 0.0311606 | val_loss: 0.0311742 | Time: 1152.39 ms [2022-04-18 10:58:05 main:574] : INFO : Epoch 1965 | loss: 0.0311595 | val_loss: 0.0311735 | Time: 1131.54 ms [2022-04-18 10:58:06 main:574] : INFO : Epoch 1966 | loss: 0.0311681 | val_loss: 0.0311812 | Time: 1132.72 ms [2022-04-18 10:58:07 main:574] : INFO : Epoch 1967 | loss: 0.031176 | val_loss: 0.0311891 | Time: 1136.19 ms [2022-04-18 10:58:08 main:574] : INFO : Epoch 1968 | loss: 0.0311762 | val_loss: 0.0311845 | Time: 1145.41 ms [2022-04-18 10:58:09 main:574] : INFO : Epoch 1969 | loss: 0.0311717 | val_loss: 0.0311823 | Time: 1133.13 ms [2022-04-18 10:58:11 main:574] : INFO : Epoch 1970 | loss: 0.0311713 | val_loss: 0.0311838 | Time: 1164 ms [2022-04-18 10:58:12 main:574] : INFO : Epoch 1971 | loss: 0.0311713 | val_loss: 0.0311864 | Time: 1144.29 ms [2022-04-18 10:58:13 main:574] : INFO : Epoch 1972 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 1136.02 ms [2022-04-18 10:58:14 main:574] : INFO : Epoch 1973 | loss: 0.0311706 | val_loss: 0.0311817 | Time: 1142.75 ms [2022-04-18 10:58:15 main:574] : INFO : Epoch 1974 | loss: 0.0311738 | val_loss: 0.0311871 | Time: 1156.06 ms [2022-04-18 10:58:16 main:574] : INFO : Epoch 1975 | loss: 0.031172 | val_loss: 0.0311851 | Time: 1144.51 ms [2022-04-18 10:58:17 main:574] : INFO : Epoch 1976 | loss: 0.0311703 | val_loss: 0.0311814 | Time: 1139.55 ms [2022-04-18 10:58:19 main:574] : INFO : Epoch 1977 | loss: 0.0311692 | val_loss: 0.0311854 | Time: 1145.09 ms [2022-04-18 10:58:20 main:574] : INFO : Epoch 1978 | loss: 0.0311703 | val_loss: 0.0311844 | Time: 1151.16 ms [2022-04-18 10:58:21 main:574] : INFO : Epoch 1979 | loss: 0.0311696 | val_loss: 0.0311824 | Time: 1138.07 ms [2022-04-18 10:58:22 main:574] : INFO : Epoch 1980 | loss: 0.0311712 | val_loss: 0.0311856 | Time: 1132.9 ms [2022-04-18 10:58:23 main:574] : INFO : Epoch 1981 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 1132.9 ms [2022-04-18 10:58:24 main:574] : INFO : Epoch 1982 | loss: 0.0311682 | val_loss: 0.0311823 | Time: 1145 ms [2022-04-18 10:58:26 main:574] : INFO : Epoch 1983 | loss: 0.0311699 | val_loss: 0.0311825 | Time: 1137.27 ms [2022-04-18 10:58:27 main:574] : INFO : Epoch 1984 | loss: 0.031171 | val_loss: 0.0311816 | Time: 1141.67 ms [2022-04-18 10:58:28 main:574] : INFO : Epoch 1985 | loss: 0.031171 | val_loss: 0.0311802 | Time: 1128.85 ms [2022-04-18 10:58:29 main:574] : INFO : Epoch 1986 | loss: 0.0311714 | val_loss: 0.031183 | Time: 1152.82 ms [2022-04-18 10:58:30 main:574] : INFO : Epoch 1987 | loss: 0.0311858 | val_loss: 0.0312142 | Time: 1140.8 ms [2022-04-18 10:58:31 main:574] : INFO : Epoch 1988 | loss: 0.0311841 | val_loss: 0.0311858 | Time: 1138.94 ms [2022-04-18 10:58:32 main:574] : INFO : Epoch 1989 | loss: 0.0311707 | val_loss: 0.0311826 | Time: 1141.62 ms [2022-04-18 10:58:34 main:574] : INFO : Epoch 1990 | loss: 0.0311689 | val_loss: 0.0311875 | Time: 1143.92 ms [2022-04-18 10:58:35 main:574] : INFO : Epoch 1991 | loss: 0.031168 | val_loss: 0.0311799 | Time: 1145.44 ms [2022-04-18 10:58:36 main:574] : INFO : Epoch 1992 | loss: 0.031166 | val_loss: 0.0311807 | Time: 1142.51 ms [2022-04-18 10:58:37 main:574] : INFO : Epoch 1993 | loss: 0.0311662 | val_loss: 0.0311856 | Time: 1136.84 ms [2022-04-18 10:58:38 main:574] : INFO : Epoch 1994 | loss: 0.0311656 | val_loss: 0.0311819 | Time: 1133.11 ms [2022-04-18 10:58:39 main:574] : INFO : Epoch 1995 | loss: 0.031166 | val_loss: 0.0311791 | Time: 1143.96 ms [2022-04-18 10:58:40 main:574] : INFO : Epoch 1996 | loss: 0.031166 | val_loss: 0.0311846 | Time: 1140.45 ms [2022-04-18 10:58:42 main:574] : INFO : Epoch 1997 | loss: 0.0311656 | val_loss: 0.0311833 | Time: 1160.45 ms [2022-04-18 10:58:43 main:574] : INFO : Epoch 1998 | loss: 0.0311659 | val_loss: 0.0311797 | Time: 1153.47 ms [2022-04-18 10:58:44 main:574] : INFO : Epoch 1999 | loss: 0.0311656 | val_loss: 0.0311822 | Time: 1135.39 ms [2022-04-18 10:58:45 main:574] : INFO : Epoch 2000 | loss: 0.0311665 | val_loss: 0.0311807 | Time: 1156.93 ms [2022-04-18 10:58:46 main:574] : INFO : Epoch 2001 | loss: 0.0311642 | val_loss: 0.03118 | Time: 1159.06 ms [2022-04-18 10:58:47 main:574] : INFO : Epoch 2002 | loss: 0.0311636 | val_loss: 0.0311805 | Time: 1134.03 ms [2022-04-18 10:58:48 main:574] : INFO : Epoch 2003 | loss: 0.0311637 | val_loss: 0.0311792 | Time: 1132.58 ms [2022-04-18 10:58:50 main:574] : INFO : Epoch 2004 | loss: 0.031164 | val_loss: 0.0311831 | Time: 1134.9 ms [2022-04-18 10:58:51 main:574] : INFO : Epoch 2005 | loss: 0.0311634 | val_loss: 0.0311775 | Time: 1134.66 ms [2022-04-18 10:58:52 main:574] : INFO : Epoch 2006 | loss: 0.0311643 | val_loss: 0.0311826 | Time: 1139.76 ms [2022-04-18 10:58:53 main:574] : INFO : Epoch 2007 | loss: 0.0311645 | val_loss: 0.0311825 | Time: 1138.09 ms [2022-04-18 10:58:54 main:574] : INFO : Epoch 2008 | loss: 0.0311633 | val_loss: 0.0311812 | Time: 1145.33 ms [2022-04-18 10:58:55 main:574] : INFO : Epoch 2009 | loss: 0.0311632 | val_loss: 0.0311813 | Time: 1132.72 ms [2022-04-18 10:58:56 main:574] : INFO : Epoch 2010 | loss: 0.0311644 | val_loss: 0.0311809 | Time: 1131.58 ms [2022-04-18 10:58:58 main:574] : INFO : Epoch 2011 | loss: 0.0311639 | val_loss: 0.0311836 | Time: 1136.9 ms [2022-04-18 10:58:59 main:574] : INFO : Epoch 2012 | loss: 0.031162 | val_loss: 0.0311805 | Time: 1142.01 ms [2022-04-18 10:59:00 main:574] : INFO : Epoch 2013 | loss: 0.031164 | val_loss: 0.0311825 | Time: 1139.25 ms [2022-04-18 10:59:01 main:574] : INFO : Epoch 2014 | loss: 0.0311623 | val_loss: 0.0311836 | Time: 1137.17 ms [2022-04-18 10:59:02 main:574] : INFO : Epoch 2015 | loss: 0.0311623 | val_loss: 0.0311825 | Time: 1159.26 ms [2022-04-18 10:59:03 main:574] : INFO : Epoch 2016 | loss: 0.0311627 | val_loss: 0.0311816 | Time: 1148.99 ms [2022-04-18 10:59:05 main:574] : INFO : Epoch 2017 | loss: 0.0311625 | val_loss: 0.0311838 | Time: 1140.9 ms [2022-04-18 10:59:06 main:574] : INFO : Epoch 2018 | loss: 0.0311614 | val_loss: 0.0311804 | Time: 1139.14 ms [2022-04-18 10:59:07 main:574] : INFO : Epoch 2019 | loss: 0.031162 | val_loss: 0.0311809 | Time: 1141.4 ms [2022-04-18 10:59:08 main:574] : INFO : Epoch 2020 | loss: 0.0311635 | val_loss: 0.0311819 | Time: 1139.84 ms [2022-04-18 10:59:09 main:574] : INFO : Epoch 2021 | loss: 0.0311636 | val_loss: 0.0311811 | Time: 1137.43 ms [2022-04-18 10:59:10 main:574] : INFO : Epoch 2022 | loss: 0.0311641 | val_loss: 0.0311819 | Time: 1146.75 ms [2022-04-18 10:59:11 main:574] : INFO : Epoch 2023 | loss: 0.031168 | val_loss: 0.0311862 | Time: 1142 ms [2022-04-18 10:59:13 main:574] : INFO : Epoch 2024 | loss: 0.0311697 | val_loss: 0.031185 | Time: 1147.99 ms [2022-04-18 10:59:14 main:574] : INFO : Epoch 2025 | loss: 0.031167 | val_loss: 0.031185 | Time: 1136.02 ms [2022-04-18 10:59:15 main:574] : INFO : Epoch 2026 | loss: 0.0311675 | val_loss: 0.031187 | Time: 1138.43 ms [2022-04-18 10:59:16 main:574] : INFO : Epoch 2027 | loss: 0.0311657 | val_loss: 0.0311843 | Time: 1144.72 ms [2022-04-18 10:59:17 main:574] : INFO : Epoch 2028 | loss: 0.0311658 | val_loss: 0.031191 | Time: 1149.39 ms [2022-04-18 10:59:18 main:574] : INFO : Epoch 2029 | loss: 0.0311654 | val_loss: 0.0311873 | Time: 1138.73 ms [2022-04-18 10:59:19 main:574] : INFO : Epoch 2030 | loss: 0.0311658 | val_loss: 0.0311851 | Time: 1137.7 ms [2022-04-18 10:59:21 main:574] : INFO : Epoch 2031 | loss: 0.0311639 | val_loss: 0.0311842 | Time: 1162.18 ms [2022-04-18 10:59:22 main:574] : INFO : Epoch 2032 | loss: 0.0311636 | val_loss: 0.0311869 | Time: 1135.49 ms [2022-04-18 10:59:23 main:574] : INFO : Epoch 2033 | loss: 0.0311632 | val_loss: 0.0311844 | Time: 1143.96 ms [2022-04-18 10:59:24 main:574] : INFO : Epoch 2034 | loss: 0.0311619 | val_loss: 0.0311841 | Time: 1134.2 ms [2022-04-18 10:59:25 main:574] : INFO : Epoch 2035 | loss: 0.0311621 | val_loss: 0.0311868 | Time: 1146.27 ms [2022-04-18 10:59:26 main:574] : INFO : Epoch 2036 | loss: 0.0311622 | val_loss: 0.0311865 | Time: 1156.6 ms [2022-04-18 10:59:27 main:574] : INFO : Epoch 2037 | loss: 0.0311646 | val_loss: 0.0311849 | Time: 1139.42 ms [2022-04-18 10:59:29 main:574] : INFO : Epoch 2038 | loss: 0.0311638 | val_loss: 0.0311868 | Time: 1147.64 ms [2022-04-18 10:59:30 main:574] : INFO : Epoch 2039 | loss: 0.0311635 | val_loss: 0.0311842 | Time: 1168.56 ms [2022-04-18 10:59:31 main:574] : INFO : Epoch 2040 | loss: 0.0311648 | val_loss: 0.0311837 | Time: 1139.89 ms [2022-04-18 10:59:32 main:574] : INFO : Epoch 2041 | loss: 0.0311635 | val_loss: 0.0311849 | Time: 1142.28 ms [2022-04-18 10:59:33 main:574] : INFO : Epoch 2042 | loss: 0.0311636 | val_loss: 0.0311881 | Time: 1141.94 ms [2022-04-18 10:59:34 main:574] : INFO : Epoch 2043 | loss: 0.0311642 | val_loss: 0.0311844 | Time: 1143.47 ms [2022-04-18 10:59:36 main:574] : INFO : Epoch 2044 | loss: 0.0311623 | val_loss: 0.0311839 | Time: 1134.73 ms [2022-04-18 10:59:37 main:574] : INFO : Epoch 2045 | loss: 0.031164 | val_loss: 0.0311858 | Time: 1135.99 ms [2022-04-18 10:59:38 main:574] : INFO : Epoch 2046 | loss: 0.0311633 | val_loss: 0.0311833 | Time: 1137.87 ms [2022-04-18 10:59:39 main:574] : INFO : Epoch 2047 | loss: 0.0311637 | val_loss: 0.0311838 | Time: 1143.06 ms [2022-04-18 10:59:40 main:574] : INFO : Epoch 2048 | loss: 0.0311705 | val_loss: 0.0311847 | Time: 1135.94 ms [2022-04-18 10:59:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311847 [2022-04-18 10:59:40 main:603] : INFO : Saving end state to config to file [2022-04-18 10:59:40 main:608] : INFO : Success, exiting.. 10:59:40 (11144): 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)