Task 14597950
| Name | ParityModified-1647040080-22737-3-0_0 |
| Workunit | 11618772 |
| Created | 12 Apr 2022, 1:00:34 UTC |
| Sent | 12 Apr 2022, 1:00:37 UTC |
| Report deadline | 20 Apr 2022, 1:00:37 UTC |
| Received | 12 Apr 2022, 11:05:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 38 min 52 sec |
| CPU time | 38 min 31 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: 0.0311743 | val_loss: 0.0311754 | Time: 1132.21 ms
[2022-04-12 04:54:42 main:574] : INFO : Epoch 1543 | loss: 0.0311732 | val_loss: 0.0311742 | Time: 1124.1 ms
[2022-04-12 04:54:44 main:574] : INFO : Epoch 1544 | loss: 0.0311728 | val_loss: 0.0311757 | Time: 1134.78 ms
[2022-04-12 04:54:45 main:574] : INFO : Epoch 1545 | loss: 0.0311717 | val_loss: 0.031176 | Time: 1125.11 ms
[2022-04-12 04:54:46 main:574] : INFO : Epoch 1546 | loss: 0.0311713 | val_loss: 0.0311749 | Time: 1130.18 ms
[2022-04-12 04:54:47 main:574] : INFO : Epoch 1547 | loss: 0.0311753 | val_loss: 0.0311755 | Time: 1127.58 ms
[2022-04-12 04:54:48 main:574] : INFO : Epoch 1548 | loss: 0.0311735 | val_loss: 0.0311746 | Time: 1130.02 ms
[2022-04-12 04:54:49 main:574] : INFO : Epoch 1549 | loss: 0.0311711 | val_loss: 0.031176 | Time: 1123.41 ms
[2022-04-12 04:54:50 main:574] : INFO : Epoch 1550 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 1130.87 ms
[2022-04-12 04:54:52 main:574] : INFO : Epoch 1551 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 1132.16 ms
[2022-04-12 04:54:53 main:574] : INFO : Epoch 1552 | loss: 0.0311713 | val_loss: 0.0311744 | Time: 1133.24 ms
[2022-04-12 04:54:54 main:574] : INFO : Epoch 1553 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 1124.47 ms
[2022-04-12 04:54:55 main:574] : INFO : Epoch 1554 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 1131.67 ms
[2022-04-12 04:54:56 main:574] : INFO : Epoch 1555 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 1120.26 ms
[2022-04-12 04:54:57 main:574] : INFO : Epoch 1556 | loss: 0.0311739 | val_loss: 0.0311751 | Time: 1137.28 ms
[2022-04-12 04:54:58 main:574] : INFO : Epoch 1557 | loss: 0.0311717 | val_loss: 0.0311749 | Time: 1131.19 ms
[2022-04-12 04:54:59 main:574] : INFO : Epoch 1558 | loss: 0.0311716 | val_loss: 0.031178 | Time: 1138.11 ms
[2022-04-12 04:55:01 main:574] : INFO : Epoch 1559 | loss: 0.031173 | val_loss: 0.0311761 | Time: 1154.54 ms
[2022-04-12 04:55:02 main:574] : INFO : Epoch 1560 | loss: 0.0311737 | val_loss: 0.031181 | Time: 1137.01 ms
[2022-04-12 04:55:03 main:574] : INFO : Epoch 1561 | loss: 0.0311728 | val_loss: 0.0311749 | Time: 1129.26 ms
[2022-04-12 04:55:04 main:574] : INFO : Epoch 1562 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 1131.89 ms
[2022-04-12 04:55:05 main:574] : INFO : Epoch 1563 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 1128.47 ms
[2022-04-12 04:55:06 main:574] : INFO : Epoch 1564 | loss: 0.0311705 | val_loss: 0.0311757 | Time: 1121.7 ms
[2022-04-12 04:55:07 main:574] : INFO : Epoch 1565 | loss: 0.0311701 | val_loss: 0.0311756 | Time: 1127.17 ms
[2022-04-12 04:55:09 main:574] : INFO : Epoch 1566 | loss: 0.0311712 | val_loss: 0.031178 | Time: 1119.91 ms
[2022-04-12 04:55:10 main:574] : INFO : Epoch 1567 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 1118.1 ms
[2022-04-12 04:55:11 main:574] : INFO : Epoch 1568 | loss: 0.0311714 | val_loss: 0.0311752 | Time: 1120.15 ms
[2022-04-12 04:55:12 main:574] : INFO : Epoch 1569 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 1118.48 ms
[2022-04-12 04:55:13 main:574] : INFO : Epoch 1570 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 1135.02 ms
[2022-04-12 04:55:14 main:574] : INFO : Epoch 1571 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 1125.26 ms
[2022-04-12 04:55:15 main:574] : INFO : Epoch 1572 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 1128.37 ms
[2022-04-12 04:55:16 main:574] : INFO : Epoch 1573 | loss: 0.0311711 | val_loss: 0.0311751 | Time: 1121.11 ms
[2022-04-12 04:55:18 main:574] : INFO : Epoch 1574 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 1129.95 ms
[2022-04-12 04:55:19 main:574] : INFO : Epoch 1575 | loss: 0.0311711 | val_loss: 0.0311754 | Time: 1129.38 ms
[2022-04-12 04:55:20 main:574] : INFO : Epoch 1576 | loss: 0.0311716 | val_loss: 0.031174 | Time: 1131.63 ms
[2022-04-12 04:55:21 main:574] : INFO : Epoch 1577 | loss: 0.031172 | val_loss: 0.0311776 | Time: 1127.91 ms
[2022-04-12 04:55:22 main:574] : INFO : Epoch 1578 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 1121.97 ms
[2022-04-12 04:55:23 main:574] : INFO : Epoch 1579 | loss: 0.0311699 | val_loss: 0.031176 | Time: 1119.67 ms
[2022-04-12 04:55:24 main:574] : INFO : Epoch 1580 | loss: 0.031169 | val_loss: 0.0311779 | Time: 1123.93 ms
[2022-04-12 04:55:25 main:574] : INFO : Epoch 1581 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 1137.8 ms
[2022-04-12 04:55:27 main:574] : INFO : Epoch 1582 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 1130.83 ms
[2022-04-12 04:55:28 main:574] : INFO : Epoch 1583 | loss: 0.0311692 | val_loss: 0.0311748 | Time: 1129.91 ms
[2022-04-12 04:55:29 main:574] : INFO : Epoch 1584 | loss: 0.0311697 | val_loss: 0.0311785 | Time: 1129.11 ms
[2022-04-12 04:55:30 main:574] : INFO : Epoch 1585 | loss: 0.0311691 | val_loss: 0.0311747 | Time: 1130.11 ms
[2022-04-12 04:55:31 main:574] : INFO : Epoch 1586 | loss: 0.0311687 | val_loss: 0.0311746 | Time: 1136.34 ms
[2022-04-12 04:55:32 main:574] : INFO : Epoch 1587 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 1128.62 ms
[2022-04-12 04:55:33 main:574] : INFO : Epoch 1588 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 1120.5 ms
[2022-04-12 04:55:35 main:574] : INFO : Epoch 1589 | loss: 0.0311697 | val_loss: 0.0311771 | Time: 1122.03 ms
[2022-04-12 04:55:36 main:574] : INFO : Epoch 1590 | loss: 0.0311702 | val_loss: 0.0311756 | Time: 1125.43 ms
[2022-04-12 04:55:37 main:574] : INFO : Epoch 1591 | loss: 0.0311687 | val_loss: 0.0311751 | Time: 1121.65 ms
[2022-04-12 04:55:38 main:574] : INFO : Epoch 1592 | loss: 0.0311683 | val_loss: 0.0311776 | Time: 1117.53 ms
[2022-04-12 04:55:39 main:574] : INFO : Epoch 1593 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 1129.29 ms
[2022-04-12 04:55:40 main:574] : INFO : Epoch 1594 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 1126.62 ms
[2022-04-12 04:55:41 main:574] : INFO : Epoch 1595 | loss: 0.0311695 | val_loss: 0.0311779 | Time: 1128.89 ms
[2022-04-12 04:55:42 main:574] : INFO : Epoch 1596 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 1124.23 ms
[2022-04-12 04:55:54 main:574] : INFO : Epoch 1597 | loss: 0.0311702 | val_loss: 0.0311771 | Time: 11570.4 ms
[2022-04-12 04:55:55 main:574] : INFO : Epoch 1598 | loss: 0.0311696 | val_loss: 0.0311762 | Time: 1116.95 ms
[2022-04-12 04:55:56 main:574] : INFO : Epoch 1599 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 1120.73 ms
[2022-04-12 04:55:57 main:574] : INFO : Epoch 1600 | loss: 0.0311704 | val_loss: 0.0311761 | Time: 1148.37 ms
[2022-04-12 04:55:59 main:574] : INFO : Epoch 1601 | loss: 0.0311698 | val_loss: 0.0311773 | Time: 1132.81 ms
[2022-04-12 04:56:00 main:574] : INFO : Epoch 1602 | loss: 0.031172 | val_loss: 0.0311764 | Time: 1125.44 ms
[2022-04-12 04:56:01 main:574] : INFO : Epoch 1603 | loss: 0.03117 | val_loss: 0.0311746 | Time: 1127.63 ms
[2022-04-12 04:56:02 main:574] : INFO : Epoch 1604 | loss: 0.0311691 | val_loss: 0.0311772 | Time: 1129.45 ms
[2022-04-12 04:56:03 main:574] : INFO : Epoch 1605 | loss: 0.0311694 | val_loss: 0.0311742 | Time: 1124.63 ms
[2022-04-12 04:56:04 main:574] : INFO : Epoch 1606 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 1118.68 ms
[2022-04-12 04:56:05 main:574] : INFO : Epoch 1607 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 1118.32 ms
[2022-04-12 04:56:06 main:574] : INFO : Epoch 1608 | loss: 0.0311703 | val_loss: 0.031175 | Time: 1123.66 ms
[2022-04-12 04:56:08 main:574] : INFO : Epoch 1609 | loss: 0.0311722 | val_loss: 0.0311779 | Time: 1132.39 ms
[2022-04-12 04:56:09 main:574] : INFO : Epoch 1610 | loss: 0.0311743 | val_loss: 0.0311761 | Time: 1119.9 ms
[2022-04-12 04:56:10 main:574] : INFO : Epoch 1611 | loss: 0.0311701 | val_loss: 0.0311744 | Time: 1132.67 ms
[2022-04-12 04:56:11 main:574] : INFO : Epoch 1612 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 1123.83 ms
[2022-04-12 04:56:12 main:574] : INFO : Epoch 1613 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 1123.42 ms
[2022-04-12 04:56:13 main:574] : INFO : Epoch 1614 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 1132.35 ms
[2022-04-12 04:56:14 main:574] : INFO : Epoch 1615 | loss: 0.0327237 | val_loss: 0.03678 | Time: 1130.42 ms
[2022-04-12 04:56:15 main:574] : INFO : Epoch 1616 | loss: 0.0335189 | val_loss: 0.0314367 | Time: 1129.71 ms
[2022-04-12 04:56:17 main:574] : INFO : Epoch 1617 | loss: 0.0314132 | val_loss: 0.0312763 | Time: 1120.69 ms
[2022-04-12 04:56:18 main:574] : INFO : Epoch 1618 | loss: 0.0312424 | val_loss: 0.0312057 | Time: 1122.57 ms
[2022-04-12 04:56:19 main:574] : INFO : Epoch 1619 | loss: 0.0311967 | val_loss: 0.031193 | Time: 1121.59 ms
[2022-04-12 04:56:20 main:574] : INFO : Epoch 1620 | loss: 0.0311886 | val_loss: 0.0311874 | Time: 1130.45 ms
[2022-04-12 04:56:21 main:574] : INFO : Epoch 1621 | loss: 0.0311839 | val_loss: 0.0311821 | Time: 1120.62 ms
[2022-04-12 04:56:22 main:574] : INFO : Epoch 1622 | loss: 0.0311823 | val_loss: 0.0311819 | Time: 1138.76 ms
[2022-04-12 04:56:23 main:574] : INFO : Epoch 1623 | loss: 0.0311829 | val_loss: 0.0311845 | Time: 1123.67 ms
[2022-04-12 04:56:24 main:574] : INFO : Epoch 1624 | loss: 0.0311805 | val_loss: 0.0311786 | Time: 1133.79 ms
[2022-04-12 04:56:26 main:574] : INFO : Epoch 1625 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 1126.19 ms
[2022-04-12 04:56:27 main:574] : INFO : Epoch 1626 | loss: 0.0311773 | val_loss: 0.03118 | Time: 1121.08 ms
[2022-04-12 04:56:28 main:574] : INFO : Epoch 1627 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 1127.68 ms
[2022-04-12 04:56:29 main:574] : INFO : Epoch 1628 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 1123.56 ms
[2022-04-12 04:56:30 main:574] : INFO : Epoch 1629 | loss: 0.0311755 | val_loss: 0.031178 | Time: 1117.8 ms
[2022-04-12 04:56:31 main:574] : INFO : Epoch 1630 | loss: 0.0311755 | val_loss: 0.0311781 | Time: 1132.75 ms
[2022-04-12 04:56:32 main:574] : INFO : Epoch 1631 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 1122.26 ms
[2022-04-12 04:56:33 main:574] : INFO : Epoch 1632 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 1125.15 ms
[2022-04-12 04:56:35 main:574] : INFO : Epoch 1633 | loss: 0.0311746 | val_loss: 0.0311778 | Time: 1136.82 ms
[2022-04-12 04:56:36 main:574] : INFO : Epoch 1634 | loss: 0.0311746 | val_loss: 0.0311773 | Time: 1134.24 ms
[2022-04-12 04:56:37 main:574] : INFO : Epoch 1635 | loss: 0.031174 | val_loss: 0.0311762 | Time: 1134.97 ms
[2022-04-12 04:56:38 main:574] : INFO : Epoch 1636 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 1127.14 ms
[2022-04-12 04:56:39 main:574] : INFO : Epoch 1637 | loss: 0.031173 | val_loss: 0.031176 | Time: 1133.34 ms
[2022-04-12 04:56:40 main:574] : INFO : Epoch 1638 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 1130.07 ms
[2022-04-12 04:56:41 main:574] : INFO : Epoch 1639 | loss: 0.0311724 | val_loss: 0.031176 | Time: 1128.49 ms
[2022-04-12 04:56:43 main:574] : INFO : Epoch 1640 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 1128.9 ms
[2022-04-12 04:56:44 main:574] : INFO : Epoch 1641 | loss: 0.031171 | val_loss: 0.0311751 | Time: 1126.37 ms
[2022-04-12 04:56:45 main:574] : INFO : Epoch 1642 | loss: 0.0311717 | val_loss: 0.031176 | Time: 1129.84 ms
[2022-04-12 04:56:46 main:574] : INFO : Epoch 1643 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 1118.69 ms
[2022-04-12 04:56:47 main:574] : INFO : Epoch 1644 | loss: 0.0311745 | val_loss: 0.0311761 | Time: 1123.35 ms
[2022-04-12 04:56:48 main:574] : INFO : Epoch 1645 | loss: 0.0311723 | val_loss: 0.0311744 | Time: 1126.59 ms
[2022-04-12 04:56:49 main:574] : INFO : Epoch 1646 | loss: 0.0311724 | val_loss: 0.0311741 | Time: 1136.4 ms
[2022-04-12 04:56:50 main:574] : INFO : Epoch 1647 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 1126.64 ms
[2022-04-12 04:56:52 main:574] : INFO : Epoch 1648 | loss: 0.0311725 | val_loss: 0.0311764 | Time: 1125.73 ms
[2022-04-12 04:56:53 main:574] : INFO : Epoch 1649 | loss: 0.0311726 | val_loss: 0.0311759 | Time: 1126.77 ms
[2022-04-12 04:56:54 main:574] : INFO : Epoch 1650 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 1130.37 ms
[2022-04-12 04:56:55 main:574] : INFO : Epoch 1651 | loss: 0.0311708 | val_loss: 0.0311743 | Time: 1125.94 ms
[2022-04-12 04:56:56 main:574] : INFO : Epoch 1652 | loss: 0.0311704 | val_loss: 0.0311742 | Time: 1123.51 ms
[2022-04-12 04:56:57 main:574] : INFO : Epoch 1653 | loss: 0.03117 | val_loss: 0.0311751 | Time: 1131.22 ms
[2022-04-12 04:56:58 main:574] : INFO : Epoch 1654 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 1128.21 ms
[2022-04-12 04:57:00 main:574] : INFO : Epoch 1655 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 1135.98 ms
[2022-04-12 04:57:01 main:574] : INFO : Epoch 1656 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 1143.68 ms
[2022-04-12 04:57:02 main:574] : INFO : Epoch 1657 | loss: 0.0311694 | val_loss: 0.031174 | Time: 1124.1 ms
[2022-04-12 04:57:03 main:574] : INFO : Epoch 1658 | loss: 0.0311699 | val_loss: 0.0311746 | Time: 1139.15 ms
[2022-04-12 04:57:04 main:574] : INFO : Epoch 1659 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 1122.93 ms
[2022-04-12 04:57:05 main:574] : INFO : Epoch 1660 | loss: 0.0311705 | val_loss: 0.0311769 | Time: 1140.13 ms
[2022-04-12 04:57:06 main:574] : INFO : Epoch 1661 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 1132.59 ms
[2022-04-12 04:57:07 main:574] : INFO : Epoch 1662 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 1130.08 ms
[2022-04-12 04:57:09 main:574] : INFO : Epoch 1663 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 1129.64 ms
[2022-04-12 04:57:10 main:574] : INFO : Epoch 1664 | loss: 0.0311701 | val_loss: 0.0311728 | Time: 1127.33 ms
[2022-04-12 04:57:11 main:574] : INFO : Epoch 1665 | loss: 0.0311697 | val_loss: 0.0311731 | Time: 1133.55 ms
[2022-04-12 04:57:12 main:574] : INFO : Epoch 1666 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 1126.54 ms
[2022-04-12 04:57:13 main:574] : INFO : Epoch 1667 | loss: 0.0311701 | val_loss: 0.031173 | Time: 1135.18 ms
[2022-04-12 04:57:14 main:574] : INFO : Epoch 1668 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 1126.49 ms
[2022-04-12 04:57:15 main:574] : INFO : Epoch 1669 | loss: 0.0311686 | val_loss: 0.0311731 | Time: 1128.94 ms
[2022-04-12 04:57:17 main:574] : INFO : Epoch 1670 | loss: 0.0311687 | val_loss: 0.0311747 | Time: 1120.23 ms
[2022-04-12 04:57:18 main:574] : INFO : Epoch 1671 | loss: 0.0311689 | val_loss: 0.0311738 | Time: 1132.34 ms
[2022-04-12 04:57:19 main:574] : INFO : Epoch 1672 | loss: 0.0311694 | val_loss: 0.0311733 | Time: 1125.32 ms
[2022-04-12 04:57:20 main:574] : INFO : Epoch 1673 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 1127.64 ms
[2022-04-12 04:57:21 main:574] : INFO : Epoch 1674 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 1131.11 ms
[2022-04-12 04:57:22 main:574] : INFO : Epoch 1675 | loss: 0.0311677 | val_loss: 0.0311729 | Time: 1116.44 ms
[2022-04-12 04:57:23 main:574] : INFO : Epoch 1676 | loss: 0.0311682 | val_loss: 0.0311726 | Time: 1119.83 ms
[2022-04-12 04:57:24 main:574] : INFO : Epoch 1677 | loss: 0.031171 | val_loss: 0.0311732 | Time: 1127.14 ms
[2022-04-12 04:57:26 main:574] : INFO : Epoch 1678 | loss: 0.0311687 | val_loss: 0.0311732 | Time: 1131.37 ms
[2022-04-12 04:57:27 main:574] : INFO : Epoch 1679 | loss: 0.0311678 | val_loss: 0.0311751 | Time: 1131.62 ms
[2022-04-12 04:57:28 main:574] : INFO : Epoch 1680 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 1126.79 ms
[2022-04-12 04:57:29 main:574] : INFO : Epoch 1681 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 1123.82 ms
[2022-04-12 04:57:30 main:574] : INFO : Epoch 1682 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 1139.63 ms
[2022-04-12 04:57:31 main:574] : INFO : Epoch 1683 | loss: 0.0311684 | val_loss: 0.031174 | Time: 1121.32 ms
[2022-04-12 04:57:32 main:574] : INFO : Epoch 1684 | loss: 0.031171 | val_loss: 0.0311737 | Time: 1124.81 ms
[2022-04-12 04:57:33 main:574] : INFO : Epoch 1685 | loss: 0.0311718 | val_loss: 0.0311736 | Time: 1127.66 ms
[2022-04-12 04:57:45 main:574] : INFO : Epoch 1686 | loss: 0.0311706 | val_loss: 0.0311754 | Time: 11379.2 ms
[2022-04-12 04:57:46 main:574] : INFO : Epoch 1687 | loss: 0.0311713 | val_loss: 0.0311718 | Time: 1184.8 ms
[2022-04-12 04:57:47 main:574] : INFO : Epoch 1688 | loss: 0.0311711 | val_loss: 0.0311717 | Time: 1119.65 ms
[2022-04-12 04:57:48 main:574] : INFO : Epoch 1689 | loss: 0.0311702 | val_loss: 0.0311742 | Time: 1123.81 ms
[2022-04-12 04:57:49 main:574] : INFO : Epoch 1690 | loss: 0.0311697 | val_loss: 0.0311753 | Time: 1115.67 ms
[2022-04-12 04:57:51 main:574] : INFO : Epoch 1691 | loss: 0.0311707 | val_loss: 0.0311725 | Time: 1122.52 ms
[2022-04-12 04:57:52 main:574] : INFO : Epoch 1692 | loss: 0.0311699 | val_loss: 0.0311732 | Time: 1131.59 ms
[2022-04-12 04:57:53 main:574] : INFO : Epoch 1693 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 1122.39 ms
[2022-04-12 04:57:54 main:574] : INFO : Epoch 1694 | loss: 0.0311695 | val_loss: 0.0311737 | Time: 1122.97 ms
[2022-04-12 04:57:55 main:574] : INFO : Epoch 1695 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 1128.12 ms
[2022-04-12 04:57:56 main:574] : INFO : Epoch 1696 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 1122.3 ms
[2022-04-12 04:57:57 main:574] : INFO : Epoch 1697 | loss: 0.0311698 | val_loss: 0.0311733 | Time: 1130.96 ms
[2022-04-12 04:57:58 main:574] : INFO : Epoch 1698 | loss: 0.0311701 | val_loss: 0.031174 | Time: 1185.75 ms
[2022-04-12 04:58:00 main:574] : INFO : Epoch 1699 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 1213.29 ms
[2022-04-12 04:58:01 main:574] : INFO : Epoch 1700 | loss: 0.0311691 | val_loss: 0.0311736 | Time: 1129.62 ms
[2022-04-12 04:58:02 main:574] : INFO : Epoch 1701 | loss: 0.03117 | val_loss: 0.0311797 | Time: 1135.97 ms
[2022-04-12 04:58:03 main:574] : INFO : Epoch 1702 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 1142.85 ms
[2022-04-12 04:58:04 main:574] : INFO : Epoch 1703 | loss: 0.0311694 | val_loss: 0.0311733 | Time: 1133.72 ms
[2022-04-12 04:58:05 main:574] : INFO : Epoch 1704 | loss: 0.0311696 | val_loss: 0.031176 | Time: 1127.45 ms
[2022-04-12 04:58:06 main:574] : INFO : Epoch 1705 | loss: 0.0311704 | val_loss: 0.0311736 | Time: 1126.67 ms
[2022-04-12 04:58:08 main:574] : INFO : Epoch 1706 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 1119.15 ms
[2022-04-12 04:58:09 main:574] : INFO : Epoch 1707 | loss: 0.0311697 | val_loss: 0.031174 | Time: 1128.34 ms
[2022-04-12 04:58:10 main:574] : INFO : Epoch 1708 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 1139.32 ms
[2022-04-12 04:58:11 main:574] : INFO : Epoch 1709 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 1118.54 ms
[2022-04-12 04:58:12 main:574] : INFO : Epoch 1710 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 1128.32 ms
[2022-04-12 04:58:13 main:574] : INFO : Epoch 1711 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 1117.1 ms
[2022-04-12 04:58:14 main:574] : INFO : Epoch 1712 | loss: 0.0311695 | val_loss: 0.0311728 | Time: 1127.88 ms
[2022-04-12 04:58:16 main:574] : INFO : Epoch 1713 | loss: 0.0311713 | val_loss: 0.0311739 | Time: 1133.47 ms
[2022-04-12 04:58:17 main:574] : INFO : Epoch 1714 | loss: 0.031171 | val_loss: 0.0311748 | Time: 1131.96 ms
[2022-04-12 04:58:18 main:574] : INFO : Epoch 1715 | loss: 0.031171 | val_loss: 0.0311749 | Time: 1123.76 ms
[2022-04-12 04:58:19 main:574] : INFO : Epoch 1716 | loss: 0.0311697 | val_loss: 0.0311725 | Time: 1122.54 ms
[2022-04-12 04:58:20 main:574] : INFO : Epoch 1717 | loss: 0.031169 | val_loss: 0.0311739 | Time: 1133.9 ms
[2022-04-12 04:58:21 main:574] : INFO : Epoch 1718 | loss: 0.0311687 | val_loss: 0.0311716 | Time: 1133.24 ms
[2022-04-12 04:58:22 main:574] : INFO : Epoch 1719 | loss: 0.031169 | val_loss: 0.0311729 | Time: 1123.25 ms
[2022-04-12 04:58:23 main:574] : INFO : Epoch 1720 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 1123.46 ms
[2022-04-12 04:58:25 main:574] : INFO : Epoch 1721 | loss: 0.0311673 | val_loss: 0.0311731 | Time: 1125.58 ms
[2022-04-12 04:58:26 main:574] : INFO : Epoch 1722 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 1125.79 ms
[2022-04-12 04:58:27 main:574] : INFO : Epoch 1723 | loss: 0.0311672 | val_loss: 0.0311724 | Time: 1144.88 ms
[2022-04-12 04:58:28 main:574] : INFO : Epoch 1724 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 1131.86 ms
[2022-04-12 04:58:29 main:574] : INFO : Epoch 1725 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 1125.84 ms
[2022-04-12 04:58:30 main:574] : INFO : Epoch 1726 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 1121.01 ms
[2022-04-12 04:58:31 main:574] : INFO : Epoch 1727 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 1127.78 ms
[2022-04-12 04:58:32 main:574] : INFO : Epoch 1728 | loss: 0.0311703 | val_loss: 0.0311735 | Time: 1136.58 ms
[2022-04-12 04:58:34 main:574] : INFO : Epoch 1729 | loss: 0.0311692 | val_loss: 0.0311735 | Time: 1124.22 ms
[2022-04-12 04:58:35 main:574] : INFO : Epoch 1730 | loss: 0.0311675 | val_loss: 0.031173 | Time: 1122.26 ms
[2022-04-12 04:58:36 main:574] : INFO : Epoch 1731 | loss: 0.0311676 | val_loss: 0.031173 | Time: 1141.61 ms
[2022-04-12 04:58:37 main:574] : INFO : Epoch 1732 | loss: 0.0311675 | val_loss: 0.0311741 | Time: 1137.59 ms
[2022-04-12 04:58:38 main:574] : INFO : Epoch 1733 | loss: 0.0311679 | val_loss: 0.0311745 | Time: 1124.53 ms
[2022-04-12 04:58:39 main:574] : INFO : Epoch 1734 | loss: 0.031167 | val_loss: 0.0311749 | Time: 1119.92 ms
[2022-04-12 04:58:40 main:574] : INFO : Epoch 1735 | loss: 0.0311687 | val_loss: 0.0311733 | Time: 1128.78 ms
[2022-04-12 04:58:42 main:574] : INFO : Epoch 1736 | loss: 0.0311695 | val_loss: 0.0311744 | Time: 1126.38 ms
[2022-04-12 04:58:43 main:574] : INFO : Epoch 1737 | loss: 0.0311684 | val_loss: 0.0311741 | Time: 1123.23 ms
[2022-04-12 04:58:44 main:574] : INFO : Epoch 1738 | loss: 0.03117 | val_loss: 0.0311762 | Time: 1122.44 ms
[2022-04-12 04:58:45 main:574] : INFO : Epoch 1739 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 1122.59 ms
[2022-04-12 04:58:46 main:574] : INFO : Epoch 1740 | loss: 0.031168 | val_loss: 0.0311734 | Time: 1129.34 ms
[2022-04-12 04:58:47 main:574] : INFO : Epoch 1741 | loss: 0.0311675 | val_loss: 0.0311743 | Time: 1124.55 ms
[2022-04-12 04:58:48 main:574] : INFO : Epoch 1742 | loss: 0.0311667 | val_loss: 0.031173 | Time: 1135.07 ms
[2022-04-12 04:58:49 main:574] : INFO : Epoch 1743 | loss: 0.0311673 | val_loss: 0.0311747 | Time: 1120.27 ms
[2022-04-12 04:58:51 main:574] : INFO : Epoch 1744 | loss: 0.0311677 | val_loss: 0.0311744 | Time: 1141.33 ms
[2022-04-12 04:58:52 main:574] : INFO : Epoch 1745 | loss: 0.0311676 | val_loss: 0.0311752 | Time: 1130.54 ms
[2022-04-12 04:58:53 main:574] : INFO : Epoch 1746 | loss: 0.0311681 | val_loss: 0.0311734 | Time: 1120.63 ms
[2022-04-12 04:58:54 main:574] : INFO : Epoch 1747 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 1123.51 ms
[2022-04-12 04:58:55 main:574] : INFO : Epoch 1748 | loss: 0.0311676 | val_loss: 0.0311739 | Time: 1124.17 ms
[2022-04-12 04:58:56 main:574] : INFO : Epoch 1749 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 1128.04 ms
[2022-04-12 04:58:57 main:574] : INFO : Epoch 1750 | loss: 0.0311673 | val_loss: 0.031176 | Time: 1122.06 ms
[2022-04-12 04:58:58 main:574] : INFO : Epoch 1751 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 1124.68 ms
[2022-04-12 04:59:00 main:574] : INFO : Epoch 1752 | loss: 0.0311783 | val_loss: 0.031177 | Time: 1127.23 ms
[2022-04-12 04:59:01 main:574] : INFO : Epoch 1753 | loss: 0.0311774 | val_loss: 0.0311766 | Time: 1134.02 ms
[2022-04-12 04:59:02 main:574] : INFO : Epoch 1754 | loss: 0.0311761 | val_loss: 0.0311761 | Time: 1128.62 ms
[2022-04-12 04:59:03 main:574] : INFO : Epoch 1755 | loss: 0.0311782 | val_loss: 0.0311758 | Time: 1128.56 ms
[2022-04-12 04:59:04 main:574] : INFO : Epoch 1756 | loss: 0.0311776 | val_loss: 0.0311748 | Time: 1136.98 ms
[2022-04-12 04:59:05 main:574] : INFO : Epoch 1757 | loss: 0.0311763 | val_loss: 0.0311747 | Time: 1137.12 ms
[2022-04-12 04:59:06 main:574] : INFO : Epoch 1758 | loss: 0.0311758 | val_loss: 0.0311733 | Time: 1132.84 ms
[2022-04-12 04:59:08 main:574] : INFO : Epoch 1759 | loss: 0.0311741 | val_loss: 0.0311739 | Time: 1146.7 ms
[2022-04-12 04:59:09 main:574] : INFO : Epoch 1760 | loss: 0.0311739 | val_loss: 0.0311734 | Time: 1118.37 ms
[2022-04-12 04:59:10 main:574] : INFO : Epoch 1761 | loss: 0.0311723 | val_loss: 0.0311732 | Time: 1130.68 ms
[2022-04-12 04:59:11 main:574] : INFO : Epoch 1762 | loss: 0.0311732 | val_loss: 0.0311732 | Time: 1124.62 ms
[2022-04-12 04:59:12 main:574] : INFO : Epoch 1763 | loss: 0.0311739 | val_loss: 0.031172 | Time: 1136.32 ms
[2022-04-12 04:59:13 main:574] : INFO : Epoch 1764 | loss: 0.0311732 | val_loss: 0.0311719 | Time: 1126.4 ms
[2022-04-12 04:59:14 main:574] : INFO : Epoch 1765 | loss: 0.0311737 | val_loss: 0.0311736 | Time: 1135.78 ms
[2022-04-12 04:59:15 main:574] : INFO : Epoch 1766 | loss: 0.0311762 | val_loss: 0.0311726 | Time: 1120.96 ms
[2022-04-12 04:59:17 main:574] : INFO : Epoch 1767 | loss: 0.0311776 | val_loss: 0.0311753 | Time: 1128.72 ms
[2022-04-12 04:59:18 main:574] : INFO : Epoch 1768 | loss: 0.0311748 | val_loss: 0.0311726 | Time: 1126.15 ms
[2022-04-12 04:59:19 main:574] : INFO : Epoch 1769 | loss: 0.0311735 | val_loss: 0.0311715 | Time: 1129.42 ms
[2022-04-12 04:59:20 main:574] : INFO : Epoch 1770 | loss: 0.0311733 | val_loss: 0.0311727 | Time: 1129.38 ms
[2022-04-12 04:59:21 main:574] : INFO : Epoch 1771 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 1138.78 ms
[2022-04-12 04:59:22 main:574] : INFO : Epoch 1772 | loss: 0.0311751 | val_loss: 0.0311722 | Time: 1123.9 ms
[2022-04-12 04:59:23 main:574] : INFO : Epoch 1773 | loss: 0.0311729 | val_loss: 0.0311702 | Time: 1131.52 ms
[2022-04-12 04:59:25 main:574] : INFO : Epoch 1774 | loss: 0.0311715 | val_loss: 0.031171 | Time: 1131.85 ms
[2022-04-12 04:59:26 main:574] : INFO : Epoch 1775 | loss: 0.0311729 | val_loss: 0.0311704 | Time: 1115.5 ms
[2022-04-12 04:59:27 main:574] : INFO : Epoch 1776 | loss: 0.031174 | val_loss: 0.0311724 | Time: 1120.11 ms
[2022-04-12 04:59:28 main:574] : INFO : Epoch 1777 | loss: 0.0311736 | val_loss: 0.0311709 | Time: 1129.01 ms
[2022-04-12 04:59:29 main:574] : INFO : Epoch 1778 | loss: 0.0311734 | val_loss: 0.0311717 | Time: 1127.54 ms
[2022-04-12 04:59:30 main:574] : INFO : Epoch 1779 | loss: 0.0311736 | val_loss: 0.0311708 | Time: 1124.79 ms
[2022-04-12 04:59:31 main:574] : INFO : Epoch 1780 | loss: 0.0311721 | val_loss: 0.0311717 | Time: 1121.6 ms
[2022-04-12 04:59:32 main:574] : INFO : Epoch 1781 | loss: 0.0311726 | val_loss: 0.0311703 | Time: 1122.75 ms
[2022-04-12 04:59:34 main:574] : INFO : Epoch 1782 | loss: 0.031172 | val_loss: 0.0311707 | Time: 1134.3 ms
[2022-04-12 04:59:35 main:574] : INFO : Epoch 1783 | loss: 0.031171 | val_loss: 0.0311699 | Time: 1123 ms
[2022-04-12 04:59:36 main:574] : INFO : Epoch 1784 | loss: 0.0311708 | val_loss: 0.0311695 | Time: 1132.36 ms
[2022-04-12 04:59:37 main:574] : INFO : Epoch 1785 | loss: 0.0311709 | val_loss: 0.0311726 | Time: 1131.83 ms
[2022-04-12 04:59:38 main:574] : INFO : Epoch 1786 | loss: 0.031171 | val_loss: 0.0311695 | Time: 1120.52 ms
[2022-04-12 04:59:39 main:574] : INFO : Epoch 1787 | loss: 0.0311707 | val_loss: 0.0311724 | Time: 1125.7 ms
[2022-04-12 04:59:40 main:574] : INFO : Epoch 1788 | loss: 0.031172 | val_loss: 0.0311695 | Time: 1128.76 ms
[2022-04-12 04:59:41 main:574] : INFO : Epoch 1789 | loss: 0.0311702 | val_loss: 0.0311693 | Time: 1122.53 ms
[2022-04-12 04:59:43 main:574] : INFO : Epoch 1790 | loss: 0.0311702 | val_loss: 0.0311697 | Time: 1123.41 ms
[2022-04-12 04:59:44 main:574] : INFO : Epoch 1791 | loss: 0.0311704 | val_loss: 0.03117 | Time: 1120.98 ms
[2022-04-12 04:59:45 main:574] : INFO : Epoch 1792 | loss: 0.0311694 | val_loss: 0.0311691 | Time: 1122.56 ms
[2022-04-12 04:59:46 main:574] : INFO : Epoch 1793 | loss: 0.03117 | val_loss: 0.0311699 | Time: 1136.44 ms
[2022-04-12 04:59:47 main:574] : INFO : Epoch 1794 | loss: 0.0311696 | val_loss: 0.0311694 | Time: 1126.25 ms
[2022-04-12 04:59:48 main:574] : INFO : Epoch 1795 | loss: 0.0311692 | val_loss: 0.031169 | Time: 1124.34 ms
[2022-04-12 04:59:49 main:574] : INFO : Epoch 1796 | loss: 0.0311694 | val_loss: 0.0311694 | Time: 1122.42 ms
[2022-04-12 04:59:50 main:574] : INFO : Epoch 1797 | loss: 0.0311718 | val_loss: 0.0311699 | Time: 1133.41 ms
[2022-04-12 04:59:52 main:574] : INFO : Epoch 1798 | loss: 0.0311701 | val_loss: 0.0311689 | Time: 1121.23 ms
[2022-04-12 04:59:53 main:574] : INFO : Epoch 1799 | loss: 0.0311703 | val_loss: 0.0311689 | Time: 1121.67 ms
[2022-04-12 04:59:54 main:574] : INFO : Epoch 1800 | loss: 0.031171 | val_loss: 0.0311684 | Time: 1130.6 ms
[2022-04-12 04:59:55 main:574] : INFO : Epoch 1801 | loss: 0.0311688 | val_loss: 0.0311687 | Time: 1127.97 ms
[2022-04-12 04:59:56 main:574] : INFO : Epoch 1802 | loss: 0.0311685 | val_loss: 0.0311686 | Time: 1134.39 ms
[2022-04-12 04:59:57 main:574] : INFO : Epoch 1803 | loss: 0.031169 | val_loss: 0.0311697 | Time: 1127 ms
[2022-04-12 04:59:58 main:574] : INFO : Epoch 1804 | loss: 0.0311731 | val_loss: 0.0311721 | Time: 1134.25 ms
[2022-04-12 05:00:00 main:574] : INFO : Epoch 1805 | loss: 0.0311751 | val_loss: 0.0311726 | Time: 1123.82 ms
[2022-04-12 05:00:01 main:574] : INFO : Epoch 1806 | loss: 0.0311726 | val_loss: 0.0311718 | Time: 1144.24 ms
[2022-04-12 05:00:02 main:574] : INFO : Epoch 1807 | loss: 0.031172 | val_loss: 0.031173 | Time: 1125.34 ms
[2022-04-12 05:00:03 main:574] : INFO : Epoch 1808 | loss: 0.0311724 | val_loss: 0.0311724 | Time: 1134.25 ms
[2022-04-12 05:00:04 main:574] : INFO : Epoch 1809 | loss: 0.0311731 | val_loss: 0.0311711 | Time: 1121.85 ms
[2022-04-12 05:00:05 main:574] : INFO : Epoch 1810 | loss: 0.031173 | val_loss: 0.0311719 | Time: 1128.54 ms
[2022-04-12 05:00:06 main:574] : INFO : Epoch 1811 | loss: 0.0311719 | val_loss: 0.0311701 | Time: 1125.49 ms
[2022-04-12 05:00:07 main:574] : INFO : Epoch 1812 | loss: 0.0311716 | val_loss: 0.0311703 | Time: 1123.78 ms
[2022-04-12 05:00:09 main:574] : INFO : Epoch 1813 | loss: 0.0311708 | val_loss: 0.0311714 | Time: 1125.55 ms
[2022-04-12 05:00:10 main:574] : INFO : Epoch 1814 | loss: 0.0311709 | val_loss: 0.0311704 | Time: 1133.64 ms
[2022-04-12 05:00:11 main:574] : INFO : Epoch 1815 | loss: 0.0311705 | val_loss: 0.0311708 | Time: 1132.91 ms
[2022-04-12 05:00:12 main:574] : INFO : Epoch 1816 | loss: 0.0311711 | val_loss: 0.0311784 | Time: 1132.9 ms
[2022-04-12 05:00:13 main:574] : INFO : Epoch 1817 | loss: 0.031172 | val_loss: 0.0311711 | Time: 1126.64 ms
[2022-04-12 05:00:14 main:574] : INFO : Epoch 1818 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 1125.64 ms
[2022-04-12 05:00:15 main:574] : INFO : Epoch 1819 | loss: 0.0311716 | val_loss: 0.0311707 | Time: 1132.63 ms
[2022-04-12 05:00:16 main:574] : INFO : Epoch 1820 | loss: 0.0311707 | val_loss: 0.0311682 | Time: 1131.27 ms
[2022-04-12 05:00:18 main:574] : INFO : Epoch 1821 | loss: 0.0311698 | val_loss: 0.0311682 | Time: 1128.91 ms
[2022-04-12 05:00:19 main:574] : INFO : Epoch 1822 | loss: 0.03117 | val_loss: 0.0311677 | Time: 1129.94 ms
[2022-04-12 05:00:20 main:574] : INFO : Epoch 1823 | loss: 0.0311691 | val_loss: 0.0311675 | Time: 1126.35 ms
[2022-04-12 05:00:21 main:574] : INFO : Epoch 1824 | loss: 0.0311697 | val_loss: 0.03117 | Time: 1127.72 ms
[2022-04-12 05:00:22 main:574] : INFO : Epoch 1825 | loss: 0.031171 | val_loss: 0.0311705 | Time: 1121.75 ms
[2022-04-12 05:00:23 main:574] : INFO : Epoch 1826 | loss: 0.0311708 | val_loss: 0.0311698 | Time: 1119.76 ms
[2022-04-12 05:00:24 main:574] : INFO : Epoch 1827 | loss: 0.0311705 | val_loss: 0.0311718 | Time: 1129.38 ms
[2022-04-12 05:00:26 main:574] : INFO : Epoch 1828 | loss: 0.03117 | val_loss: 0.0311751 | Time: 1130.9 ms
[2022-04-12 05:00:27 main:574] : INFO : Epoch 1829 | loss: 0.0311704 | val_loss: 0.0311707 | Time: 1134.37 ms
[2022-04-12 05:00:28 main:574] : INFO : Epoch 1830 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 1123.41 ms
[2022-04-12 05:00:29 main:574] : INFO : Epoch 1831 | loss: 0.0311703 | val_loss: 0.0311714 | Time: 1128.42 ms
[2022-04-12 05:00:30 main:574] : INFO : Epoch 1832 | loss: 0.0311698 | val_loss: 0.0311724 | Time: 1138.18 ms
[2022-04-12 05:00:31 main:574] : INFO : Epoch 1833 | loss: 0.0311724 | val_loss: 0.0311714 | Time: 1120.11 ms
[2022-04-12 05:00:32 main:574] : INFO : Epoch 1834 | loss: 0.0311711 | val_loss: 0.0311721 | Time: 1126.91 ms
[2022-04-12 05:00:33 main:574] : INFO : Epoch 1835 | loss: 0.0311706 | val_loss: 0.0311736 | Time: 1123.17 ms
[2022-04-12 05:00:35 main:574] : INFO : Epoch 1836 | loss: 0.0311708 | val_loss: 0.0311706 | Time: 1137.03 ms
[2022-04-12 05:00:36 main:574] : INFO : Epoch 1837 | loss: 0.0311702 | val_loss: 0.0311697 | Time: 1138.75 ms
[2022-04-12 05:00:37 main:574] : INFO : Epoch 1838 | loss: 0.0311701 | val_loss: 0.0311698 | Time: 1130.06 ms
[2022-04-12 05:00:38 main:574] : INFO : Epoch 1839 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 1126.26 ms
[2022-04-12 05:00:39 main:574] : INFO : Epoch 1840 | loss: 0.0311698 | val_loss: 0.0311707 | Time: 1132.41 ms
[2022-04-12 05:00:40 main:574] : INFO : Epoch 1841 | loss: 0.031168 | val_loss: 0.0311692 | Time: 1125.78 ms
[2022-04-12 05:00:41 main:574] : INFO : Epoch 1842 | loss: 0.0311674 | val_loss: 0.0311697 | Time: 1124.25 ms
[2022-04-12 05:00:43 main:574] : INFO : Epoch 1843 | loss: 0.0311679 | val_loss: 0.0311702 | Time: 1139.02 ms
[2022-04-12 05:00:44 main:574] : INFO : Epoch 1844 | loss: 0.031167 | val_loss: 0.0311691 | Time: 1121.49 ms
[2022-04-12 05:00:45 main:574] : INFO : Epoch 1845 | loss: 0.0311668 | val_loss: 0.0311687 | Time: 1122.31 ms
[2022-04-12 05:00:46 main:574] : INFO : Epoch 1846 | loss: 0.031168 | val_loss: 0.0311704 | Time: 1132.32 ms
[2022-04-12 05:00:47 main:574] : INFO : Epoch 1847 | loss: 0.0311667 | val_loss: 0.0311699 | Time: 1124.52 ms
[2022-04-12 05:00:48 main:574] : INFO : Epoch 1848 | loss: 0.031167 | val_loss: 0.0311692 | Time: 1132.21 ms
[2022-04-12 05:00:49 main:574] : INFO : Epoch 1849 | loss: 0.0311669 | val_loss: 0.0311711 | Time: 1129.04 ms
[2022-04-12 05:00:50 main:574] : INFO : Epoch 1850 | loss: 0.0311676 | val_loss: 0.031169 | Time: 1130.99 ms
[2022-04-12 05:00:52 main:574] : INFO : Epoch 1851 | loss: 0.0311674 | val_loss: 0.0311686 | Time: 1132.55 ms
[2022-04-12 05:00:53 main:574] : INFO : Epoch 1852 | loss: 0.0311663 | val_loss: 0.0311688 | Time: 1112.37 ms
[2022-04-12 05:00:54 main:574] : INFO : Epoch 1853 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 1125.35 ms
[2022-04-12 05:00:55 main:574] : INFO : Epoch 1854 | loss: 0.0311672 | val_loss: 0.0311693 | Time: 1129.57 ms
[2022-04-12 05:00:56 main:574] : INFO : Epoch 1855 | loss: 0.0311675 | val_loss: 0.0311686 | Time: 1131.86 ms
[2022-04-12 05:00:57 main:574] : INFO : Epoch 1856 | loss: 0.0311682 | val_loss: 0.0311702 | Time: 1121.81 ms
[2022-04-12 05:00:58 main:574] : INFO : Epoch 1857 | loss: 0.0311689 | val_loss: 0.0311707 | Time: 1126.6 ms
[2022-04-12 05:00:59 main:574] : INFO : Epoch 1858 | loss: 0.0311667 | val_loss: 0.0311684 | Time: 1128.17 ms
[2022-04-12 05:01:01 main:574] : INFO : Epoch 1859 | loss: 0.0311653 | val_loss: 0.0311684 | Time: 1137.07 ms
[2022-04-12 05:01:02 main:574] : INFO : Epoch 1860 | loss: 0.0311655 | val_loss: 0.0311691 | Time: 1128.5 ms
[2022-04-12 05:01:03 main:574] : INFO : Epoch 1861 | loss: 0.0311675 | val_loss: 0.0311706 | Time: 1123.08 ms
[2022-04-12 05:01:04 main:574] : INFO : Epoch 1862 | loss: 0.0311654 | val_loss: 0.0311681 | Time: 1123.09 ms
[2022-04-12 05:01:05 main:574] : INFO : Epoch 1863 | loss: 0.0311662 | val_loss: 0.0311697 | Time: 1119.96 ms
[2022-04-12 05:01:06 main:574] : INFO : Epoch 1864 | loss: 0.0311662 | val_loss: 0.0311677 | Time: 1128.77 ms
[2022-04-12 05:01:07 main:574] : INFO : Epoch 1865 | loss: 0.0311655 | val_loss: 0.0311726 | Time: 1123.64 ms
[2022-04-12 05:01:08 main:574] : INFO : Epoch 1866 | loss: 0.0311721 | val_loss: 0.0311722 | Time: 1129.18 ms
[2022-04-12 05:01:10 main:574] : INFO : Epoch 1867 | loss: 0.0311719 | val_loss: 0.0311772 | Time: 1130.37 ms
[2022-04-12 05:01:11 main:574] : INFO : Epoch 1868 | loss: 0.031171 | val_loss: 0.0311714 | Time: 1135.25 ms
[2022-04-12 05:01:12 main:574] : INFO : Epoch 1869 | loss: 0.0311696 | val_loss: 0.0311711 | Time: 1126.44 ms
[2022-04-12 05:01:13 main:574] : INFO : Epoch 1870 | loss: 0.0311691 | val_loss: 0.0311724 | Time: 1130.8 ms
[2022-04-12 05:01:14 main:574] : INFO : Epoch 1871 | loss: 0.0311694 | val_loss: 0.0311705 | Time: 1120.95 ms
[2022-04-12 05:01:15 main:574] : INFO : Epoch 1872 | loss: 0.0311714 | val_loss: 0.0311695 | Time: 1146.83 ms
[2022-04-12 05:01:16 main:574] : INFO : Epoch 1873 | loss: 0.0311706 | val_loss: 0.0311707 | Time: 1132.22 ms
[2022-04-12 05:01:18 main:574] : INFO : Epoch 1874 | loss: 0.0311692 | val_loss: 0.03117 | Time: 1133.83 ms
[2022-04-12 05:01:19 main:574] : INFO : Epoch 1875 | loss: 0.0311688 | val_loss: 0.0311705 | Time: 1121.94 ms
[2022-04-12 05:01:20 main:574] : INFO : Epoch 1876 | loss: 0.0311699 | val_loss: 0.0311709 | Time: 1120.23 ms
[2022-04-12 05:01:21 main:574] : INFO : Epoch 1877 | loss: 0.0311685 | val_loss: 0.0311692 | Time: 1133.36 ms
[2022-04-12 05:01:22 main:574] : INFO : Epoch 1878 | loss: 0.0311687 | val_loss: 0.0311686 | Time: 1132.66 ms
[2022-04-12 05:01:23 main:574] : INFO : Epoch 1879 | loss: 0.0311686 | val_loss: 0.0311723 | Time: 1123.46 ms
[2022-04-12 05:01:24 main:574] : INFO : Epoch 1880 | loss: 0.0311715 | val_loss: 0.0311714 | Time: 1125.91 ms
[2022-04-12 05:01:25 main:574] : INFO : Epoch 1881 | loss: 0.0311673 | val_loss: 0.0311693 | Time: 1130.62 ms
[2022-04-12 05:01:27 main:574] : INFO : Epoch 1882 | loss: 0.0311679 | val_loss: 0.0311697 | Time: 1122.8 ms
[2022-04-12 05:01:28 main:574] : INFO : Epoch 1883 | loss: 0.0311682 | val_loss: 0.0311706 | Time: 1121.91 ms
[2022-04-12 05:01:29 main:574] : INFO : Epoch 1884 | loss: 0.0311694 | val_loss: 0.0311702 | Time: 1123.69 ms
[2022-04-12 05:01:30 main:574] : INFO : Epoch 1885 | loss: 0.0311707 | val_loss: 0.0311709 | Time: 1122.49 ms
[2022-04-12 05:01:31 main:574] : INFO : Epoch 1886 | loss: 0.0311715 | val_loss: 0.031172 | Time: 1125.28 ms
[2022-04-12 05:01:32 main:574] : INFO : Epoch 1887 | loss: 0.0311714 | val_loss: 0.0311719 | Time: 1127.3 ms
[2022-04-12 05:01:33 main:574] : INFO : Epoch 1888 | loss: 0.0311699 | val_loss: 0.0311696 | Time: 1123.22 ms
[2022-04-12 05:01:34 main:574] : INFO : Epoch 1889 | loss: 0.0311701 | val_loss: 0.0311717 | Time: 1121.05 ms
[2022-04-12 05:01:36 main:574] : INFO : Epoch 1890 | loss: 0.0311696 | val_loss: 0.0311697 | Time: 1136.88 ms
[2022-04-12 05:01:37 main:574] : INFO : Epoch 1891 | loss: 0.0311691 | val_loss: 0.0311702 | Time: 1128.29 ms
[2022-04-12 05:01:38 main:574] : INFO : Epoch 1892 | loss: 0.031167 | val_loss: 0.0311706 | Time: 1127.47 ms
[2022-04-12 05:01:39 main:574] : INFO : Epoch 1893 | loss: 0.0311665 | val_loss: 0.0311695 | Time: 1120.52 ms
[2022-04-12 05:01:40 main:574] : INFO : Epoch 1894 | loss: 0.0311669 | val_loss: 0.0311709 | Time: 1125.24 ms
[2022-04-12 05:01:41 main:574] : INFO : Epoch 1895 | loss: 0.0311676 | val_loss: 0.0311731 | Time: 1126.94 ms
[2022-04-12 05:01:42 main:574] : INFO : Epoch 1896 | loss: 0.0311689 | val_loss: 0.0311712 | Time: 1136.44 ms
[2022-04-12 05:01:44 main:574] : INFO : Epoch 1897 | loss: 0.0311691 | val_loss: 0.0311711 | Time: 1123.74 ms
[2022-04-12 05:01:45 main:574] : INFO : Epoch 1898 | loss: 0.0311683 | val_loss: 0.0311717 | Time: 1134.11 ms
[2022-04-12 05:01:46 main:574] : INFO : Epoch 1899 | loss: 0.0311672 | val_loss: 0.0311716 | Time: 1137.79 ms
[2022-04-12 05:01:47 main:574] : INFO : Epoch 1900 | loss: 0.0311667 | val_loss: 0.0311728 | Time: 1130.3 ms
[2022-04-12 05:01:48 main:574] : INFO : Epoch 1901 | loss: 0.0311676 | val_loss: 0.0311696 | Time: 1132.57 ms
[2022-04-12 05:01:49 main:574] : INFO : Epoch 1902 | loss: 0.0311663 | val_loss: 0.0311712 | Time: 1128.28 ms
[2022-04-12 05:01:50 main:574] : INFO : Epoch 1903 | loss: 0.0311659 | val_loss: 0.0311711 | Time: 1135.03 ms
[2022-04-12 05:01:51 main:574] : INFO : Epoch 1904 | loss: 0.0311657 | val_loss: 0.0311681 | Time: 1129.64 ms
[2022-04-12 05:01:53 main:574] : INFO : Epoch 1905 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 1121.27 ms
[2022-04-12 05:01:54 main:574] : INFO : Epoch 1906 | loss: 0.0311657 | val_loss: 0.0311706 | Time: 1125.17 ms
[2022-04-12 05:01:55 main:574] : INFO : Epoch 1907 | loss: 0.0311655 | val_loss: 0.0311683 | Time: 1119.72 ms
[2022-04-12 05:01:56 main:574] : INFO : Epoch 1908 | loss: 0.0311662 | val_loss: 0.0311703 | Time: 1126.74 ms
[2022-04-12 05:01:57 main:574] : INFO : Epoch 1909 | loss: 0.0311683 | val_loss: 0.0311698 | Time: 1127.9 ms
[2022-04-12 05:01:58 main:574] : INFO : Epoch 1910 | loss: 0.0311668 | val_loss: 0.0311696 | Time: 1126.4 ms
[2022-04-12 05:01:59 main:574] : INFO : Epoch 1911 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 1133 ms
[2022-04-12 05:02:01 main:574] : INFO : Epoch 1912 | loss: 0.0311664 | val_loss: 0.0311692 | Time: 1147.52 ms
[2022-04-12 05:02:02 main:574] : INFO : Epoch 1913 | loss: 0.0311659 | val_loss: 0.031169 | Time: 1122.37 ms
[2022-04-12 05:02:03 main:574] : INFO : Epoch 1914 | loss: 0.0311654 | val_loss: 0.0311687 | Time: 1120.89 ms
[2022-04-12 05:02:04 main:574] : INFO : Epoch 1915 | loss: 0.0311671 | val_loss: 0.0311679 | Time: 1125.23 ms
[2022-04-12 05:02:05 main:574] : INFO : Epoch 1916 | loss: 0.031167 | val_loss: 0.0311671 | Time: 1125.85 ms
[2022-04-12 05:02:06 main:574] : INFO : Epoch 1917 | loss: 0.0311659 | val_loss: 0.0311685 | Time: 1124.94 ms
[2022-04-12 05:02:07 main:574] : INFO : Epoch 1918 | loss: 0.0311657 | val_loss: 0.0311667 | Time: 1112.07 ms
[2022-04-12 05:02:08 main:574] : INFO : Epoch 1919 | loss: 0.0311652 | val_loss: 0.0311672 | Time: 1130.12 ms
[2022-04-12 05:02:10 main:574] : INFO : Epoch 1920 | loss: 0.0311667 | val_loss: 0.0311681 | Time: 1124.06 ms
[2022-04-12 05:02:11 main:574] : INFO : Epoch 1921 | loss: 0.0311669 | val_loss: 0.0311677 | Time: 1126.93 ms
[2022-04-12 05:02:12 main:574] : INFO : Epoch 1922 | loss: 0.0311682 | val_loss: 0.0311699 | Time: 1126.25 ms
[2022-04-12 05:02:13 main:574] : INFO : Epoch 1923 | loss: 0.0311713 | val_loss: 0.0311717 | Time: 1131.01 ms
[2022-04-12 05:02:14 main:574] : INFO : Epoch 1924 | loss: 0.0311654 | val_loss: 0.0311676 | Time: 1130.99 ms
[2022-04-12 05:02:15 main:574] : INFO : Epoch 1925 | loss: 0.0311647 | val_loss: 0.0311686 | Time: 1126.28 ms
[2022-04-12 05:02:16 main:574] : INFO : Epoch 1926 | loss: 0.0311646 | val_loss: 0.0311683 | Time: 1128.49 ms
[2022-04-12 05:02:17 main:574] : INFO : Epoch 1927 | loss: 0.0311647 | val_loss: 0.0311676 | Time: 1125.8 ms
[2022-04-12 05:02:19 main:574] : INFO : Epoch 1928 | loss: 0.0311646 | val_loss: 0.0311673 | Time: 1130.77 ms
[2022-04-12 05:02:20 main:574] : INFO : Epoch 1929 | loss: 0.0311644 | val_loss: 0.03117 | Time: 1122.39 ms
[2022-04-12 05:02:21 main:574] : INFO : Epoch 1930 | loss: 0.0311654 | val_loss: 0.031168 | Time: 1131.81 ms
[2022-04-12 05:02:22 main:574] : INFO : Epoch 1931 | loss: 0.0311649 | val_loss: 0.0311682 | Time: 1121.92 ms
[2022-04-12 05:02:23 main:574] : INFO : Epoch 1932 | loss: 0.0311651 | val_loss: 0.0311685 | Time: 1138.44 ms
[2022-04-12 05:02:24 main:574] : INFO : Epoch 1933 | loss: 0.031167 | val_loss: 0.0311676 | Time: 1123.09 ms
[2022-04-12 05:02:25 main:574] : INFO : Epoch 1934 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 1133.18 ms
[2022-04-12 05:02:26 main:574] : INFO : Epoch 1935 | loss: 0.0311646 | val_loss: 0.031171 | Time: 1129.7 ms
[2022-04-12 05:02:28 main:574] : INFO : Epoch 1936 | loss: 0.031166 | val_loss: 0.0311671 | Time: 1131.89 ms
[2022-04-12 05:02:29 main:574] : INFO : Epoch 1937 | loss: 0.0311653 | val_loss: 0.0311706 | Time: 1135.13 ms
[2022-04-12 05:02:30 main:574] : INFO : Epoch 1938 | loss: 0.0311663 | val_loss: 0.031169 | Time: 1137.72 ms
[2022-04-12 05:02:31 main:574] : INFO : Epoch 1939 | loss: 0.0311671 | val_loss: 0.0311676 | Time: 1128.29 ms
[2022-04-12 05:02:32 main:574] : INFO : Epoch 1940 | loss: 0.0311655 | val_loss: 0.031172 | Time: 1121.67 ms
[2022-04-12 05:02:33 main:574] : INFO : Epoch 1941 | loss: 0.031174 | val_loss: 0.0311732 | Time: 1125.43 ms
[2022-04-12 05:02:34 main:574] : INFO : Epoch 1942 | loss: 0.0311736 | val_loss: 0.0311718 | Time: 1122.44 ms
[2022-04-12 05:02:36 main:574] : INFO : Epoch 1943 | loss: 0.0311702 | val_loss: 0.0311724 | Time: 1137.94 ms
[2022-04-12 05:02:37 main:574] : INFO : Epoch 1944 | loss: 0.0311695 | val_loss: 0.0311709 | Time: 1134.98 ms
[2022-04-12 05:02:38 main:574] : INFO : Epoch 1945 | loss: 0.0311703 | val_loss: 0.0311711 | Time: 1134.88 ms
[2022-04-12 05:02:39 main:574] : INFO : Epoch 1946 | loss: 0.0311692 | val_loss: 0.0311711 | Time: 1138.88 ms
[2022-04-12 05:02:40 main:574] : INFO : Epoch 1947 | loss: 0.0311694 | val_loss: 0.0311708 | Time: 1137.95 ms
[2022-04-12 05:02:41 main:574] : INFO : Epoch 1948 | loss: 0.0311685 | val_loss: 0.0311706 | Time: 1126.91 ms
[2022-04-12 05:02:42 main:574] : INFO : Epoch 1949 | loss: 0.0311693 | val_loss: 0.031173 | Time: 1125.79 ms
[2022-04-12 05:02:43 main:574] : INFO : Epoch 1950 | loss: 0.031171 | val_loss: 0.0311721 | Time: 1131.29 ms
[2022-04-12 05:02:45 main:574] : INFO : Epoch 1951 | loss: 0.0311701 | val_loss: 0.0311726 | Time: 1127.76 ms
[2022-04-12 05:02:46 main:574] : INFO : Epoch 1952 | loss: 0.0311683 | val_loss: 0.0311717 | Time: 1142.8 ms
[2022-04-12 05:02:47 main:574] : INFO : Epoch 1953 | loss: 0.0311687 | val_loss: 0.0311705 | Time: 1121.15 ms
[2022-04-12 05:02:48 main:574] : INFO : Epoch 1954 | loss: 0.0311691 | val_loss: 0.0311676 | Time: 1132 ms
[2022-04-12 05:02:49 main:574] : INFO : Epoch 1955 | loss: 0.0311681 | val_loss: 0.0311696 | Time: 1130.25 ms
[2022-04-12 05:02:50 main:574] : INFO : Epoch 1956 | loss: 0.0311685 | val_loss: 0.0311714 | Time: 1140.38 ms
[2022-04-12 05:02:51 main:574] : INFO : Epoch 1957 | loss: 0.0311704 | val_loss: 0.0311697 | Time: 1135.75 ms
[2022-04-12 05:02:53 main:574] : INFO : Epoch 1958 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 1124.63 ms
[2022-04-12 05:02:54 main:574] : INFO : Epoch 1959 | loss: 0.0311679 | val_loss: 0.0311693 | Time: 1119.57 ms
[2022-04-12 05:02:55 main:574] : INFO : Epoch 1960 | loss: 0.0311671 | val_loss: 0.0311678 | Time: 1143.78 ms
[2022-04-12 05:02:56 main:574] : INFO : Epoch 1961 | loss: 0.0311672 | val_loss: 0.031167 | Time: 1134.57 ms
[2022-04-12 05:02:57 main:574] : INFO : Epoch 1962 | loss: 0.0311662 | val_loss: 0.0311668 | Time: 1139.08 ms
[2022-04-12 05:02:58 main:574] : INFO : Epoch 1963 | loss: 0.031166 | val_loss: 0.0311676 | Time: 1131.48 ms
[2022-04-12 05:02:59 main:574] : INFO : Epoch 1964 | loss: 0.0311656 | val_loss: 0.0311687 | Time: 1124.76 ms
[2022-04-12 05:03:01 main:574] : INFO : Epoch 1965 | loss: 0.0311658 | val_loss: 0.0311673 | Time: 1154.25 ms
[2022-04-12 05:03:02 main:574] : INFO : Epoch 1966 | loss: 0.0311656 | val_loss: 0.0311691 | Time: 1126.76 ms
[2022-04-12 05:03:03 main:574] : INFO : Epoch 1967 | loss: 0.0311671 | val_loss: 0.031169 | Time: 1128.49 ms
[2022-04-12 05:03:04 main:574] : INFO : Epoch 1968 | loss: 0.0311676 | val_loss: 0.0311685 | Time: 1139.88 ms
[2022-04-12 05:03:05 main:574] : INFO : Epoch 1969 | loss: 0.031166 | val_loss: 0.0311681 | Time: 1129.01 ms
[2022-04-12 05:03:06 main:574] : INFO : Epoch 1970 | loss: 0.0311696 | val_loss: 0.0311701 | Time: 1133.32 ms
[2022-04-12 05:03:07 main:574] : INFO : Epoch 1971 | loss: 0.0311691 | val_loss: 0.0311701 | Time: 1141.16 ms
[2022-04-12 05:03:08 main:574] : INFO : Epoch 1972 | loss: 0.031168 | val_loss: 0.0311689 | Time: 1138.59 ms
[2022-04-12 05:03:10 main:574] : INFO : Epoch 1973 | loss: 0.0311683 | val_loss: 0.0311705 | Time: 1130.76 ms
[2022-04-12 05:03:11 main:574] : INFO : Epoch 1974 | loss: 0.0311671 | val_loss: 0.0311673 | Time: 1121.79 ms
[2022-04-12 05:03:12 main:574] : INFO : Epoch 1975 | loss: 0.0311671 | val_loss: 0.0311688 | Time: 1129.8 ms
[2022-04-12 05:03:13 main:574] : INFO : Epoch 1976 | loss: 0.0311672 | val_loss: 0.0311683 | Time: 1130.2 ms
[2022-04-12 05:03:14 main:574] : INFO : Epoch 1977 | loss: 0.031166 | val_loss: 0.0311687 | Time: 1130.92 ms
[2022-04-12 05:03:15 main:574] : INFO : Epoch 1978 | loss: 0.0311654 | val_loss: 0.0311672 | Time: 1121.81 ms
[2022-04-12 05:03:16 main:574] : INFO : Epoch 1979 | loss: 0.0311655 | val_loss: 0.0311677 | Time: 1131.17 ms
[2022-04-12 05:03:18 main:574] : INFO : Epoch 1980 | loss: 0.0311666 | val_loss: 0.0311703 | Time: 1123.91 ms
[2022-04-12 05:03:19 main:574] : INFO : Epoch 1981 | loss: 0.0311672 | val_loss: 0.0311691 | Time: 1128.11 ms
[2022-04-12 05:03:20 main:574] : INFO : Epoch 1982 | loss: 0.0311665 | val_loss: 0.0311695 | Time: 1129.61 ms
[2022-04-12 05:03:21 main:574] : INFO : Epoch 1983 | loss: 0.0311657 | val_loss: 0.0311704 | Time: 1134.5 ms
[2022-04-12 05:03:22 main:574] : INFO : Epoch 1984 | loss: 0.0311652 | val_loss: 0.0311698 | Time: 1126.84 ms
[2022-04-12 05:03:23 main:574] : INFO : Epoch 1985 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 1131.01 ms
[2022-04-12 05:03:24 main:574] : INFO : Epoch 1986 | loss: 0.0311687 | val_loss: 0.0311698 | Time: 1122.85 ms
[2022-04-12 05:03:25 main:574] : INFO : Epoch 1987 | loss: 0.0311686 | val_loss: 0.0311705 | Time: 1124.58 ms
[2022-04-12 05:03:27 main:574] : INFO : Epoch 1988 | loss: 0.0311672 | val_loss: 0.0311681 | Time: 1133.51 ms
[2022-04-12 05:03:28 main:574] : INFO : Epoch 1989 | loss: 0.0311656 | val_loss: 0.0311678 | Time: 1123.48 ms
[2022-04-12 05:03:29 main:574] : INFO : Epoch 1990 | loss: 0.0311651 | val_loss: 0.0311683 | Time: 1135.03 ms
[2022-04-12 05:03:30 main:574] : INFO : Epoch 1991 | loss: 0.0311664 | val_loss: 0.0311697 | Time: 1120.19 ms
[2022-04-12 05:03:31 main:574] : INFO : Epoch 1992 | loss: 0.0311666 | val_loss: 0.0311695 | Time: 1131.16 ms
[2022-04-12 05:03:32 main:574] : INFO : Epoch 1993 | loss: 0.0311653 | val_loss: 0.0311667 | Time: 1128.33 ms
[2022-04-12 05:03:33 main:574] : INFO : Epoch 1994 | loss: 0.031164 | val_loss: 0.0311674 | Time: 1136.29 ms
[2022-04-12 05:03:34 main:574] : INFO : Epoch 1995 | loss: 0.0311654 | val_loss: 0.0311691 | Time: 1125.04 ms
[2022-04-12 05:03:36 main:574] : INFO : Epoch 1996 | loss: 0.0311651 | val_loss: 0.031167 | Time: 1150.15 ms
[2022-04-12 05:03:37 main:574] : INFO : Epoch 1997 | loss: 0.0311642 | val_loss: 0.0311672 | Time: 1128.07 ms
[2022-04-12 05:03:38 main:574] : INFO : Epoch 1998 | loss: 0.0311644 | val_loss: 0.0311679 | Time: 1121.07 ms
[2022-04-12 05:03:39 main:574] : INFO : Epoch 1999 | loss: 0.0311662 | val_loss: 0.0311679 | Time: 1123.95 ms
[2022-04-12 05:03:40 main:574] : INFO : Epoch 2000 | loss: 0.0311678 | val_loss: 0.0311722 | Time: 1122.16 ms
[2022-04-12 05:03:41 main:574] : INFO : Epoch 2001 | loss: 0.031168 | val_loss: 0.0311693 | Time: 1125.96 ms
[2022-04-12 05:03:42 main:574] : INFO : Epoch 2002 | loss: 0.0311671 | val_loss: 0.0311704 | Time: 1128.96 ms
[2022-04-12 05:03:44 main:574] : INFO : Epoch 2003 | loss: 0.0311689 | val_loss: 0.0311689 | Time: 1120.19 ms
[2022-04-12 05:03:45 main:574] : INFO : Epoch 2004 | loss: 0.03117 | val_loss: 0.0311692 | Time: 1133.91 ms
[2022-04-12 05:03:46 main:574] : INFO : Epoch 2005 | loss: 0.0311674 | val_loss: 0.0311694 | Time: 1121.36 ms
[2022-04-12 05:03:47 main:574] : INFO : Epoch 2006 | loss: 0.0311665 | val_loss: 0.0311673 | Time: 1116.72 ms
[2022-04-12 05:03:48 main:574] : INFO : Epoch 2007 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 1127.49 ms
[2022-04-12 05:03:49 main:574] : INFO : Epoch 2008 | loss: 0.0311655 | val_loss: 0.031168 | Time: 1118.33 ms
[2022-04-12 05:03:50 main:574] : INFO : Epoch 2009 | loss: 0.0311653 | val_loss: 0.0311684 | Time: 1125.26 ms
[2022-04-12 05:03:51 main:574] : INFO : Epoch 2010 | loss: 0.0311677 | val_loss: 0.0311687 | Time: 1128.74 ms
[2022-04-12 05:03:53 main:574] : INFO : Epoch 2011 | loss: 0.031166 | val_loss: 0.0311676 | Time: 1126.42 ms
[2022-04-12 05:03:54 main:574] : INFO : Epoch 2012 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 1120.58 ms
[2022-04-12 05:03:55 main:574] : INFO : Epoch 2013 | loss: 0.0311689 | val_loss: 0.0311702 | Time: 1125.39 ms
[2022-04-12 05:03:56 main:574] : INFO : Epoch 2014 | loss: 0.0311682 | val_loss: 0.0311729 | Time: 1135.41 ms
[2022-04-12 05:03:57 main:574] : INFO : Epoch 2015 | loss: 0.0311681 | val_loss: 0.0311701 | Time: 1124.41 ms
[2022-04-12 05:03:58 main:574] : INFO : Epoch 2016 | loss: 0.0311661 | val_loss: 0.0311684 | Time: 1124.87 ms
[2022-04-12 05:03:59 main:574] : INFO : Epoch 2017 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 1115.21 ms
[2022-04-12 05:04:00 main:574] : INFO : Epoch 2018 | loss: 0.031164 | val_loss: 0.0311673 | Time: 1130.4 ms
[2022-04-12 05:04:02 main:574] : INFO : Epoch 2019 | loss: 0.0311642 | val_loss: 0.0311682 | Time: 1131.83 ms
[2022-04-12 05:04:03 main:574] : INFO : Epoch 2020 | loss: 0.0311653 | val_loss: 0.0311697 | Time: 1134.37 ms
[2022-04-12 05:04:04 main:574] : INFO : Epoch 2021 | loss: 0.0311658 | val_loss: 0.0311673 | Time: 1126.91 ms
[2022-04-12 05:04:05 main:574] : INFO : Epoch 2022 | loss: 0.0311639 | val_loss: 0.0311666 | Time: 1140.55 ms
[2022-04-12 05:04:06 main:574] : INFO : Epoch 2023 | loss: 0.0311639 | val_loss: 0.0311661 | Time: 1133.95 ms
[2022-04-12 05:04:07 main:574] : INFO : Epoch 2024 | loss: 0.0311633 | val_loss: 0.0311656 | Time: 1124.06 ms
[2022-04-12 05:04:08 main:574] : INFO : Epoch 2025 | loss: 0.0311646 | val_loss: 0.0311665 | Time: 1127.03 ms
[2022-04-12 05:04:09 main:574] : INFO : Epoch 2026 | loss: 0.0311645 | val_loss: 0.0311663 | Time: 1121.95 ms
[2022-04-12 05:04:11 main:574] : INFO : Epoch 2027 | loss: 0.0311631 | val_loss: 0.031166 | Time: 1125.88 ms
[2022-04-12 05:04:12 main:574] : INFO : Epoch 2028 | loss: 0.0311636 | val_loss: 0.031166 | Time: 1133.29 ms
[2022-04-12 05:04:13 main:574] : INFO : Epoch 2029 | loss: 0.0311632 | val_loss: 0.0311678 | Time: 1129.89 ms
[2022-04-12 05:04:14 main:574] : INFO : Epoch 2030 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 1125.37 ms
[2022-04-12 05:04:15 main:574] : INFO : Epoch 2031 | loss: 0.0311632 | val_loss: 0.0311659 | Time: 1123.26 ms
[2022-04-12 05:04:16 main:574] : INFO : Epoch 2032 | loss: 0.0311617 | val_loss: 0.0311652 | Time: 1134.78 ms
[2022-04-12 05:04:17 main:574] : INFO : Epoch 2033 | loss: 0.0311622 | val_loss: 0.0311671 | Time: 1129.57 ms
[2022-04-12 05:04:19 main:574] : INFO : Epoch 2034 | loss: 0.0311617 | val_loss: 0.0311652 | Time: 1126.75 ms
[2022-04-12 05:04:20 main:574] : INFO : Epoch 2035 | loss: 0.0311618 | val_loss: 0.0311646 | Time: 1132.49 ms
[2022-04-12 05:04:21 main:574] : INFO : Epoch 2036 | loss: 0.0311621 | val_loss: 0.0311655 | Time: 1134.53 ms
[2022-04-12 05:04:22 main:574] : INFO : Epoch 2037 | loss: 0.031162 | val_loss: 0.031164 | Time: 1122.51 ms
[2022-04-12 05:04:23 main:574] : INFO : Epoch 2038 | loss: 0.0311625 | val_loss: 0.0311661 | Time: 1124.73 ms
[2022-04-12 05:04:24 main:574] : INFO : Epoch 2039 | loss: 0.0311618 | val_loss: 0.0311648 | Time: 1127.39 ms
[2022-04-12 05:04:25 main:574] : INFO : Epoch 2040 | loss: 0.0311617 | val_loss: 0.0311661 | Time: 1135.16 ms
[2022-04-12 05:04:26 main:574] : INFO : Epoch 2041 | loss: 0.0311626 | val_loss: 0.0311652 | Time: 1128.77 ms
[2022-04-12 05:04:28 main:574] : INFO : Epoch 2042 | loss: 0.0311611 | val_loss: 0.0311651 | Time: 1123.49 ms
[2022-04-12 05:04:29 main:574] : INFO : Epoch 2043 | loss: 0.031161 | val_loss: 0.0311662 | Time: 1121.32 ms
[2022-04-12 05:04:30 main:574] : INFO : Epoch 2044 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 1117.96 ms
[2022-04-12 05:04:31 main:574] : INFO : Epoch 2045 | loss: 0.0311642 | val_loss: 0.0311673 | Time: 1126.4 ms
[2022-04-12 05:04:32 main:574] : INFO : Epoch 2046 | loss: 0.0311647 | val_loss: 0.0311656 | Time: 1117.79 ms
[2022-04-12 05:04:33 main:574] : INFO : Epoch 2047 | loss: 0.0311651 | val_loss: 0.0311663 | Time: 1132.86 ms
[2022-04-12 05:04:34 main:574] : INFO : Epoch 2048 | loss: 0.0311632 | val_loss: 0.0311669 | Time: 1124.07 ms
[2022-04-12 05:04:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311669
[2022-04-12 05:04:34 main:603] : INFO : Saving end state to config to file
[2022-04-12 05:04:34 main:608] : INFO : Success, exiting..
05:04:34 (8064): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)