Task 12628585
| Name | ParityModified-1639966312-2904-3-0_2 |
| Workunit | 8990727 |
| Created | 7 Mar 2022, 3:27:35 UTC |
| Sent | 7 Mar 2022, 5:58:55 UTC |
| Report deadline | 15 Mar 2022, 5:58:55 UTC |
| Received | 7 Mar 2022, 8:58:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min |
| CPU time | 1 hours 12 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 2161.33 ms [2022-03-07 01:39:53 main:574] : INFO : Epoch 1543 | loss: 0.031181 | val_loss: 0.0311842 | Time: 2160.96 ms [2022-03-07 01:39:55 main:574] : INFO : Epoch 1544 | loss: 0.0311803 | val_loss: 0.0311831 | Time: 2156.58 ms [2022-03-07 01:39:57 main:574] : INFO : Epoch 1545 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 2166.86 ms [2022-03-07 01:39:59 main:574] : INFO : Epoch 1546 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 2159.98 ms [2022-03-07 01:40:02 main:574] : INFO : Epoch 1547 | loss: 0.0311762 | val_loss: 0.0311824 | Time: 2154.47 ms [2022-03-07 01:40:04 main:574] : INFO : Epoch 1548 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 2160.39 ms [2022-03-07 01:40:06 main:574] : INFO : Epoch 1549 | loss: 0.0311777 | val_loss: 0.0311827 | Time: 2160.69 ms [2022-03-07 01:40:08 main:574] : INFO : Epoch 1550 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 2160.78 ms [2022-03-07 01:40:10 main:574] : INFO : Epoch 1551 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 2151.45 ms [2022-03-07 01:40:12 main:574] : INFO : Epoch 1552 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 2143.16 ms [2022-03-07 01:40:15 main:574] : INFO : Epoch 1553 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 2147.81 ms [2022-03-07 01:40:17 main:574] : INFO : Epoch 1554 | loss: 0.0311753 | val_loss: 0.0311811 | Time: 2145.5 ms [2022-03-07 01:40:19 main:574] : INFO : Epoch 1555 | loss: 0.0311752 | val_loss: 0.0311804 | Time: 2146.24 ms [2022-03-07 01:40:21 main:574] : INFO : Epoch 1556 | loss: 0.0311758 | val_loss: 0.0311807 | Time: 2157.17 ms [2022-03-07 01:40:23 main:574] : INFO : Epoch 1557 | loss: 0.0311778 | val_loss: 0.0311834 | Time: 2162.91 ms [2022-03-07 01:40:25 main:574] : INFO : Epoch 1558 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 2158.58 ms [2022-03-07 01:40:27 main:574] : INFO : Epoch 1559 | loss: 0.031175 | val_loss: 0.0311815 | Time: 2156.59 ms [2022-03-07 01:40:30 main:574] : INFO : Epoch 1560 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 2155.37 ms [2022-03-07 01:40:32 main:574] : INFO : Epoch 1561 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 2152.28 ms [2022-03-07 01:40:34 main:574] : INFO : Epoch 1562 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 2164.13 ms [2022-03-07 01:40:36 main:574] : INFO : Epoch 1563 | loss: 0.0311737 | val_loss: 0.03118 | Time: 2160.8 ms [2022-03-07 01:40:38 main:574] : INFO : Epoch 1564 | loss: 0.0311731 | val_loss: 0.0311806 | Time: 2148.94 ms [2022-03-07 01:40:40 main:574] : INFO : Epoch 1565 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 2151.84 ms [2022-03-07 01:40:43 main:574] : INFO : Epoch 1566 | loss: 0.0311733 | val_loss: 0.03118 | Time: 2147.28 ms [2022-03-07 01:40:45 main:574] : INFO : Epoch 1567 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 2150.47 ms [2022-03-07 01:40:47 main:574] : INFO : Epoch 1568 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 2147.69 ms [2022-03-07 01:40:49 main:574] : INFO : Epoch 1569 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 2148.99 ms [2022-03-07 01:40:51 main:574] : INFO : Epoch 1570 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 2154.55 ms [2022-03-07 01:40:53 main:574] : INFO : Epoch 1571 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 2165.24 ms [2022-03-07 01:40:55 main:574] : INFO : Epoch 1572 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 2166.22 ms [2022-03-07 01:40:58 main:574] : INFO : Epoch 1573 | loss: 0.0311763 | val_loss: 0.0311801 | Time: 2160.44 ms [2022-03-07 01:41:00 main:574] : INFO : Epoch 1574 | loss: 0.0311738 | val_loss: 0.0311801 | Time: 2162.91 ms [2022-03-07 01:41:02 main:574] : INFO : Epoch 1575 | loss: 0.0311738 | val_loss: 0.0311836 | Time: 2156.49 ms [2022-03-07 01:41:04 main:574] : INFO : Epoch 1576 | loss: 0.0311734 | val_loss: 0.0311782 | Time: 2159.62 ms [2022-03-07 01:41:06 main:574] : INFO : Epoch 1577 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 2156.84 ms [2022-03-07 01:41:08 main:574] : INFO : Epoch 1578 | loss: 0.0311736 | val_loss: 0.0311786 | Time: 2156.24 ms [2022-03-07 01:41:11 main:574] : INFO : Epoch 1579 | loss: 0.0311717 | val_loss: 0.0311792 | Time: 2165.3 ms [2022-03-07 01:41:13 main:574] : INFO : Epoch 1580 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 2169.27 ms [2022-03-07 01:41:15 main:574] : INFO : Epoch 1581 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 2161.34 ms [2022-03-07 01:41:17 main:574] : INFO : Epoch 1582 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 2163.49 ms [2022-03-07 01:41:19 main:574] : INFO : Epoch 1583 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 2149.51 ms [2022-03-07 01:41:21 main:574] : INFO : Epoch 1584 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 2140.88 ms [2022-03-07 01:41:24 main:574] : INFO : Epoch 1585 | loss: 0.0311738 | val_loss: 0.0311766 | Time: 2145.9 ms [2022-03-07 01:41:26 main:574] : INFO : Epoch 1586 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 2151.16 ms [2022-03-07 01:41:28 main:574] : INFO : Epoch 1587 | loss: 0.0311731 | val_loss: 0.0311762 | Time: 2158.75 ms [2022-03-07 01:41:30 main:574] : INFO : Epoch 1588 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 2159.47 ms [2022-03-07 01:41:32 main:574] : INFO : Epoch 1589 | loss: 0.0311708 | val_loss: 0.0311789 | Time: 2161.4 ms [2022-03-07 01:41:34 main:574] : INFO : Epoch 1590 | loss: 0.0311716 | val_loss: 0.0311755 | Time: 2162.86 ms [2022-03-07 01:41:37 main:574] : INFO : Epoch 1591 | loss: 0.0311703 | val_loss: 0.031176 | Time: 2154.61 ms [2022-03-07 01:41:39 main:574] : INFO : Epoch 1592 | loss: 0.0311697 | val_loss: 0.0311756 | Time: 2156.96 ms [2022-03-07 01:41:41 main:574] : INFO : Epoch 1593 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 2159.31 ms [2022-03-07 01:41:43 main:574] : INFO : Epoch 1594 | loss: 0.0311708 | val_loss: 0.0311777 | Time: 2155.08 ms [2022-03-07 01:41:45 main:574] : INFO : Epoch 1595 | loss: 0.0311692 | val_loss: 0.0311742 | Time: 2148.81 ms [2022-03-07 01:41:47 main:574] : INFO : Epoch 1596 | loss: 0.0311691 | val_loss: 0.0311767 | Time: 2146.11 ms [2022-03-07 01:41:49 main:574] : INFO : Epoch 1597 | loss: 0.0311697 | val_loss: 0.0311802 | Time: 2142.9 ms [2022-03-07 01:41:52 main:574] : INFO : Epoch 1598 | loss: 0.031171 | val_loss: 0.0311756 | Time: 2149.18 ms [2022-03-07 01:41:54 main:574] : INFO : Epoch 1599 | loss: 0.0311695 | val_loss: 0.0311744 | Time: 2145.25 ms [2022-03-07 01:41:56 main:574] : INFO : Epoch 1600 | loss: 0.0311678 | val_loss: 0.0311749 | Time: 2156.89 ms [2022-03-07 01:41:58 main:574] : INFO : Epoch 1601 | loss: 0.0311693 | val_loss: 0.0311783 | Time: 2159.49 ms [2022-03-07 01:42:00 main:574] : INFO : Epoch 1602 | loss: 0.0311719 | val_loss: 0.0311757 | Time: 2161.68 ms [2022-03-07 01:42:02 main:574] : INFO : Epoch 1603 | loss: 0.0311716 | val_loss: 0.0311759 | Time: 2166.37 ms [2022-03-07 01:42:05 main:574] : INFO : Epoch 1604 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 2157.49 ms [2022-03-07 01:42:07 main:574] : INFO : Epoch 1605 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 2158.38 ms [2022-03-07 01:42:09 main:574] : INFO : Epoch 1606 | loss: 0.0311691 | val_loss: 0.031176 | Time: 2171.43 ms [2022-03-07 01:42:11 main:574] : INFO : Epoch 1607 | loss: 0.0311695 | val_loss: 0.0311761 | Time: 2154.14 ms [2022-03-07 01:42:13 main:574] : INFO : Epoch 1608 | loss: 0.0311712 | val_loss: 0.0311792 | Time: 2162.01 ms [2022-03-07 01:42:15 main:574] : INFO : Epoch 1609 | loss: 0.0311688 | val_loss: 0.0311749 | Time: 2157.53 ms [2022-03-07 01:42:18 main:574] : INFO : Epoch 1610 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 2161.53 ms [2022-03-07 01:42:20 main:574] : INFO : Epoch 1611 | loss: 0.0311691 | val_loss: 0.0311759 | Time: 2161.52 ms [2022-03-07 01:42:22 main:574] : INFO : Epoch 1612 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 2163.37 ms [2022-03-07 01:42:24 main:574] : INFO : Epoch 1613 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 2163.74 ms [2022-03-07 01:42:26 main:574] : INFO : Epoch 1614 | loss: 0.0311686 | val_loss: 0.0311769 | Time: 2162.41 ms [2022-03-07 01:42:28 main:574] : INFO : Epoch 1615 | loss: 0.0311684 | val_loss: 0.031176 | Time: 2165.1 ms [2022-03-07 01:42:31 main:574] : INFO : Epoch 1616 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 2155.72 ms [2022-03-07 01:42:33 main:574] : INFO : Epoch 1617 | loss: 0.0311745 | val_loss: 0.0311832 | Time: 2160.35 ms [2022-03-07 01:42:35 main:574] : INFO : Epoch 1618 | loss: 0.0311723 | val_loss: 0.031175 | Time: 2162.89 ms [2022-03-07 01:42:37 main:574] : INFO : Epoch 1619 | loss: 0.0311704 | val_loss: 0.0311732 | Time: 2161.26 ms [2022-03-07 01:42:39 main:574] : INFO : Epoch 1620 | loss: 0.0311676 | val_loss: 0.0311743 | Time: 2160.83 ms [2022-03-07 01:42:41 main:574] : INFO : Epoch 1621 | loss: 0.0311676 | val_loss: 0.0311753 | Time: 2152.35 ms [2022-03-07 01:42:43 main:574] : INFO : Epoch 1622 | loss: 0.0311687 | val_loss: 0.0311758 | Time: 2156.1 ms [2022-03-07 01:42:46 main:574] : INFO : Epoch 1623 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 2142.74 ms [2022-03-07 01:42:48 main:574] : INFO : Epoch 1624 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 2146.77 ms [2022-03-07 01:42:50 main:574] : INFO : Epoch 1625 | loss: 0.0311675 | val_loss: 0.0311743 | Time: 2150.29 ms [2022-03-07 01:42:52 main:574] : INFO : Epoch 1626 | loss: 0.0311676 | val_loss: 0.0311759 | Time: 2151.33 ms [2022-03-07 01:42:54 main:574] : INFO : Epoch 1627 | loss: 0.0311675 | val_loss: 0.0311766 | Time: 2157.55 ms [2022-03-07 01:42:56 main:574] : INFO : Epoch 1628 | loss: 0.0311695 | val_loss: 0.0311793 | Time: 2157.83 ms [2022-03-07 01:42:59 main:574] : INFO : Epoch 1629 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 2165.01 ms [2022-03-07 01:43:01 main:574] : INFO : Epoch 1630 | loss: 0.0311705 | val_loss: 0.0311776 | Time: 2157.56 ms [2022-03-07 01:43:03 main:574] : INFO : Epoch 1631 | loss: 0.0311693 | val_loss: 0.0311765 | Time: 2162.7 ms [2022-03-07 01:43:05 main:574] : INFO : Epoch 1632 | loss: 0.0311665 | val_loss: 0.0311753 | Time: 2164.02 ms [2022-03-07 01:43:07 main:574] : INFO : Epoch 1633 | loss: 0.0311658 | val_loss: 0.0311743 | Time: 2157.23 ms [2022-03-07 01:43:09 main:574] : INFO : Epoch 1634 | loss: 0.0311668 | val_loss: 0.031177 | Time: 2159.33 ms [2022-03-07 01:43:12 main:574] : INFO : Epoch 1635 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 2169.39 ms [2022-03-07 01:43:14 main:574] : INFO : Epoch 1636 | loss: 0.0311692 | val_loss: 0.0311727 | Time: 2158.5 ms [2022-03-07 01:43:16 main:574] : INFO : Epoch 1637 | loss: 0.0311666 | val_loss: 0.0311792 | Time: 2163.72 ms [2022-03-07 01:43:18 main:574] : INFO : Epoch 1638 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 2156.52 ms [2022-03-07 01:43:20 main:574] : INFO : Epoch 1639 | loss: 0.0311685 | val_loss: 0.0311737 | Time: 2163.12 ms [2022-03-07 01:43:22 main:574] : INFO : Epoch 1640 | loss: 0.0311653 | val_loss: 0.0311769 | Time: 2163.42 ms [2022-03-07 01:43:25 main:574] : INFO : Epoch 1641 | loss: 0.031167 | val_loss: 0.0311774 | Time: 2164.38 ms [2022-03-07 01:43:27 main:574] : INFO : Epoch 1642 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 2157.42 ms [2022-03-07 01:43:29 main:574] : INFO : Epoch 1643 | loss: 0.0311658 | val_loss: 0.0311747 | Time: 2161.41 ms [2022-03-07 01:43:31 main:574] : INFO : Epoch 1644 | loss: 0.0311631 | val_loss: 0.0311761 | Time: 2163.27 ms [2022-03-07 01:43:33 main:574] : INFO : Epoch 1645 | loss: 0.0311636 | val_loss: 0.0311743 | Time: 2160.22 ms [2022-03-07 01:43:35 main:574] : INFO : Epoch 1646 | loss: 0.0311629 | val_loss: 0.0311745 | Time: 2157.74 ms [2022-03-07 01:43:38 main:574] : INFO : Epoch 1647 | loss: 0.0311631 | val_loss: 0.0311763 | Time: 2158.72 ms [2022-03-07 01:43:40 main:574] : INFO : Epoch 1648 | loss: 0.0311659 | val_loss: 0.0311752 | Time: 2160.67 ms [2022-03-07 01:43:42 main:574] : INFO : Epoch 1649 | loss: 0.0311657 | val_loss: 0.0311736 | Time: 2160.39 ms [2022-03-07 01:43:44 main:574] : INFO : Epoch 1650 | loss: 0.0311632 | val_loss: 0.0311771 | Time: 2146.8 ms [2022-03-07 01:43:46 main:574] : INFO : Epoch 1651 | loss: 0.0311666 | val_loss: 0.0311838 | Time: 2131.95 ms [2022-03-07 01:43:48 main:574] : INFO : Epoch 1652 | loss: 0.0311701 | val_loss: 0.031176 | Time: 2145.78 ms [2022-03-07 01:43:50 main:574] : INFO : Epoch 1653 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 2152.59 ms [2022-03-07 01:43:53 main:574] : INFO : Epoch 1654 | loss: 0.0311676 | val_loss: 0.031176 | Time: 2155.66 ms [2022-03-07 01:43:55 main:574] : INFO : Epoch 1655 | loss: 0.0311669 | val_loss: 0.0311751 | Time: 2160.11 ms [2022-03-07 01:43:57 main:574] : INFO : Epoch 1656 | loss: 0.0311648 | val_loss: 0.031176 | Time: 2163.12 ms [2022-03-07 01:43:59 main:574] : INFO : Epoch 1657 | loss: 0.0311648 | val_loss: 0.0311752 | Time: 2161.86 ms [2022-03-07 01:44:01 main:574] : INFO : Epoch 1658 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 2164.05 ms [2022-03-07 01:44:03 main:574] : INFO : Epoch 1659 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 2160.38 ms [2022-03-07 01:44:06 main:574] : INFO : Epoch 1660 | loss: 0.0311842 | val_loss: 0.0312028 | Time: 2151.98 ms [2022-03-07 01:44:08 main:574] : INFO : Epoch 1661 | loss: 0.0312731 | val_loss: 0.0314679 | Time: 2160.85 ms [2022-03-07 01:44:10 main:574] : INFO : Epoch 1662 | loss: 0.0313021 | val_loss: 0.0312316 | Time: 2162.77 ms [2022-03-07 01:44:12 main:574] : INFO : Epoch 1663 | loss: 0.0312192 | val_loss: 0.0312015 | Time: 2163.86 ms [2022-03-07 01:44:14 main:574] : INFO : Epoch 1664 | loss: 0.031202 | val_loss: 0.0312007 | Time: 2168.34 ms [2022-03-07 01:44:16 main:574] : INFO : Epoch 1665 | loss: 0.031199 | val_loss: 0.0311958 | Time: 2163.25 ms [2022-03-07 01:44:19 main:574] : INFO : Epoch 1666 | loss: 0.0311972 | val_loss: 0.031197 | Time: 2159.92 ms [2022-03-07 01:44:21 main:574] : INFO : Epoch 1667 | loss: 0.0311994 | val_loss: 0.0311966 | Time: 2161.42 ms [2022-03-07 01:44:23 main:574] : INFO : Epoch 1668 | loss: 0.031195 | val_loss: 0.0311923 | Time: 2161.15 ms [2022-03-07 01:44:25 main:574] : INFO : Epoch 1669 | loss: 0.0311945 | val_loss: 0.031194 | Time: 2155.38 ms [2022-03-07 01:44:27 main:574] : INFO : Epoch 1670 | loss: 0.0311965 | val_loss: 0.0312069 | Time: 2157.49 ms [2022-03-07 01:44:29 main:574] : INFO : Epoch 1671 | loss: 0.0311979 | val_loss: 0.0311916 | Time: 2152.04 ms [2022-03-07 01:44:31 main:574] : INFO : Epoch 1672 | loss: 0.0311945 | val_loss: 0.0311942 | Time: 2146.72 ms [2022-03-07 01:44:34 main:574] : INFO : Epoch 1673 | loss: 0.0311931 | val_loss: 0.0311909 | Time: 2150.28 ms [2022-03-07 01:44:36 main:574] : INFO : Epoch 1674 | loss: 0.0311926 | val_loss: 0.0311924 | Time: 2152.48 ms [2022-03-07 01:44:38 main:574] : INFO : Epoch 1675 | loss: 0.0311916 | val_loss: 0.0311901 | Time: 2144.13 ms [2022-03-07 01:44:40 main:574] : INFO : Epoch 1676 | loss: 0.0311919 | val_loss: 0.0311903 | Time: 2159.4 ms [2022-03-07 01:44:42 main:574] : INFO : Epoch 1677 | loss: 0.0311928 | val_loss: 0.0311904 | Time: 2162.59 ms [2022-03-07 01:44:44 main:574] : INFO : Epoch 1678 | loss: 0.0311912 | val_loss: 0.0311894 | Time: 2159.17 ms [2022-03-07 01:44:47 main:574] : INFO : Epoch 1679 | loss: 0.0311909 | val_loss: 0.0311933 | Time: 2161.44 ms [2022-03-07 01:44:49 main:574] : INFO : Epoch 1680 | loss: 0.0311919 | val_loss: 0.0311993 | Time: 2159.27 ms [2022-03-07 01:44:51 main:574] : INFO : Epoch 1681 | loss: 0.0311935 | val_loss: 0.0311924 | Time: 2165.35 ms [2022-03-07 01:44:53 main:574] : INFO : Epoch 1682 | loss: 0.0311906 | val_loss: 0.0311902 | Time: 2164.52 ms [2022-03-07 01:44:55 main:574] : INFO : Epoch 1683 | loss: 0.0311914 | val_loss: 0.0311905 | Time: 2161.8 ms [2022-03-07 01:44:57 main:574] : INFO : Epoch 1684 | loss: 0.0311917 | val_loss: 0.0311904 | Time: 2156.51 ms [2022-03-07 01:45:00 main:574] : INFO : Epoch 1685 | loss: 0.0311912 | val_loss: 0.0311913 | Time: 2162.43 ms [2022-03-07 01:45:02 main:574] : INFO : Epoch 1686 | loss: 0.0311902 | val_loss: 0.0311891 | Time: 2163.85 ms [2022-03-07 01:45:04 main:574] : INFO : Epoch 1687 | loss: 0.0311896 | val_loss: 0.0311919 | Time: 2161.41 ms [2022-03-07 01:45:06 main:574] : INFO : Epoch 1688 | loss: 0.0311909 | val_loss: 0.0311909 | Time: 2165.44 ms [2022-03-07 01:45:08 main:574] : INFO : Epoch 1689 | loss: 0.0311893 | val_loss: 0.031192 | Time: 2152.99 ms [2022-03-07 01:45:10 main:574] : INFO : Epoch 1690 | loss: 0.0311895 | val_loss: 0.0311887 | Time: 2156.46 ms [2022-03-07 01:45:13 main:574] : INFO : Epoch 1691 | loss: 0.031189 | val_loss: 0.0311886 | Time: 2157.2 ms [2022-03-07 01:45:15 main:574] : INFO : Epoch 1692 | loss: 0.0311876 | val_loss: 0.0311886 | Time: 2158.26 ms [2022-03-07 01:45:17 main:574] : INFO : Epoch 1693 | loss: 0.0311876 | val_loss: 0.0311878 | Time: 2159.37 ms [2022-03-07 01:45:19 main:574] : INFO : Epoch 1694 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 2152.42 ms [2022-03-07 01:45:21 main:574] : INFO : Epoch 1695 | loss: 0.0311874 | val_loss: 0.0311879 | Time: 2149.76 ms [2022-03-07 01:45:23 main:574] : INFO : Epoch 1696 | loss: 0.0311866 | val_loss: 0.0311877 | Time: 2144.05 ms [2022-03-07 01:45:25 main:574] : INFO : Epoch 1697 | loss: 0.0311867 | val_loss: 0.0311876 | Time: 2147.74 ms [2022-03-07 01:45:28 main:574] : INFO : Epoch 1698 | loss: 0.0311887 | val_loss: 0.0311878 | Time: 2147.73 ms [2022-03-07 01:45:30 main:574] : INFO : Epoch 1699 | loss: 0.0311868 | val_loss: 0.0311881 | Time: 2150.92 ms [2022-03-07 01:45:32 main:574] : INFO : Epoch 1700 | loss: 0.0311865 | val_loss: 0.0311874 | Time: 2154.19 ms [2022-03-07 01:45:34 main:574] : INFO : Epoch 1701 | loss: 0.0311864 | val_loss: 0.0311878 | Time: 2152.3 ms [2022-03-07 01:45:36 main:574] : INFO : Epoch 1702 | loss: 0.031187 | val_loss: 0.0311883 | Time: 2165.59 ms [2022-03-07 01:45:38 main:574] : INFO : Epoch 1703 | loss: 0.0311866 | val_loss: 0.0311883 | Time: 2160.93 ms [2022-03-07 01:45:41 main:574] : INFO : Epoch 1704 | loss: 0.0311873 | val_loss: 0.0311884 | Time: 2150.13 ms [2022-03-07 01:45:43 main:574] : INFO : Epoch 1705 | loss: 0.0311863 | val_loss: 0.0311872 | Time: 2153.92 ms [2022-03-07 01:45:45 main:574] : INFO : Epoch 1706 | loss: 0.0311879 | val_loss: 0.031194 | Time: 2146.77 ms [2022-03-07 01:45:47 main:574] : INFO : Epoch 1707 | loss: 0.0311899 | val_loss: 0.0311925 | Time: 2147.76 ms [2022-03-07 01:45:49 main:574] : INFO : Epoch 1708 | loss: 0.0311892 | val_loss: 0.0311891 | Time: 2146.55 ms [2022-03-07 01:45:51 main:574] : INFO : Epoch 1709 | loss: 0.031189 | val_loss: 0.0311901 | Time: 2150.08 ms [2022-03-07 01:45:53 main:574] : INFO : Epoch 1710 | loss: 0.0311882 | val_loss: 0.0311908 | Time: 2153.07 ms [2022-03-07 01:45:56 main:574] : INFO : Epoch 1711 | loss: 0.0311883 | val_loss: 0.0311909 | Time: 2170.88 ms [2022-03-07 01:45:58 main:574] : INFO : Epoch 1712 | loss: 0.031188 | val_loss: 0.0311895 | Time: 2155.18 ms [2022-03-07 01:46:00 main:574] : INFO : Epoch 1713 | loss: 0.0311884 | val_loss: 0.0311895 | Time: 2157.31 ms [2022-03-07 01:46:02 main:574] : INFO : Epoch 1714 | loss: 0.0311898 | val_loss: 0.0311904 | Time: 2166.24 ms [2022-03-07 01:46:04 main:574] : INFO : Epoch 1715 | loss: 0.0311885 | val_loss: 0.0311933 | Time: 2159.5 ms [2022-03-07 01:46:06 main:574] : INFO : Epoch 1716 | loss: 0.0311891 | val_loss: 0.0311899 | Time: 2165.78 ms [2022-03-07 01:46:09 main:574] : INFO : Epoch 1717 | loss: 0.0311867 | val_loss: 0.031188 | Time: 2162.37 ms [2022-03-07 01:46:11 main:574] : INFO : Epoch 1718 | loss: 0.0311881 | val_loss: 0.0312023 | Time: 2160.88 ms [2022-03-07 01:46:13 main:574] : INFO : Epoch 1719 | loss: 0.0311936 | val_loss: 0.0311883 | Time: 2166.13 ms [2022-03-07 01:46:15 main:574] : INFO : Epoch 1720 | loss: 0.0311888 | val_loss: 0.031188 | Time: 2167.02 ms [2022-03-07 01:46:17 main:574] : INFO : Epoch 1721 | loss: 0.0311878 | val_loss: 0.0311876 | Time: 2160.27 ms [2022-03-07 01:46:19 main:574] : INFO : Epoch 1722 | loss: 0.0311873 | val_loss: 0.031187 | Time: 2157.46 ms [2022-03-07 01:46:22 main:574] : INFO : Epoch 1723 | loss: 0.031187 | val_loss: 0.0311872 | Time: 2161.96 ms [2022-03-07 01:46:24 main:574] : INFO : Epoch 1724 | loss: 0.0311866 | val_loss: 0.0311887 | Time: 2159.84 ms [2022-03-07 01:46:26 main:574] : INFO : Epoch 1725 | loss: 0.0311875 | val_loss: 0.0311871 | Time: 2153.16 ms [2022-03-07 01:46:28 main:574] : INFO : Epoch 1726 | loss: 0.0311898 | val_loss: 0.0311901 | Time: 2159.01 ms [2022-03-07 01:46:30 main:574] : INFO : Epoch 1727 | loss: 0.0311874 | val_loss: 0.0311866 | Time: 2164.88 ms [2022-03-07 01:46:32 main:574] : INFO : Epoch 1728 | loss: 0.0311867 | val_loss: 0.0311874 | Time: 2158.28 ms [2022-03-07 01:46:35 main:574] : INFO : Epoch 1729 | loss: 0.0311887 | val_loss: 0.0311904 | Time: 2162.63 ms [2022-03-07 01:46:37 main:574] : INFO : Epoch 1730 | loss: 0.0311868 | val_loss: 0.0311905 | Time: 2156.67 ms [2022-03-07 01:46:39 main:574] : INFO : Epoch 1731 | loss: 0.0311863 | val_loss: 0.0311866 | Time: 2156.63 ms [2022-03-07 01:46:41 main:574] : INFO : Epoch 1732 | loss: 0.0311886 | val_loss: 0.031193 | Time: 2147.88 ms [2022-03-07 01:46:43 main:574] : INFO : Epoch 1733 | loss: 0.0311853 | val_loss: 0.0311866 | Time: 2147.67 ms [2022-03-07 01:46:45 main:574] : INFO : Epoch 1734 | loss: 0.0311857 | val_loss: 0.0311866 | Time: 2145.05 ms [2022-03-07 01:46:47 main:574] : INFO : Epoch 1735 | loss: 0.0311879 | val_loss: 0.0311878 | Time: 2145.12 ms [2022-03-07 01:46:50 main:574] : INFO : Epoch 1736 | loss: 0.0311876 | val_loss: 0.0311864 | Time: 2156.85 ms [2022-03-07 01:46:52 main:574] : INFO : Epoch 1737 | loss: 0.031188 | val_loss: 0.0311925 | Time: 2156.54 ms [2022-03-07 01:46:54 main:574] : INFO : Epoch 1738 | loss: 0.0311866 | val_loss: 0.0311868 | Time: 2165.66 ms [2022-03-07 01:46:56 main:574] : INFO : Epoch 1739 | loss: 0.0311851 | val_loss: 0.0311872 | Time: 2163.5 ms [2022-03-07 01:46:58 main:574] : INFO : Epoch 1740 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 2161.04 ms [2022-03-07 01:47:00 main:574] : INFO : Epoch 1741 | loss: 0.031185 | val_loss: 0.0311862 | Time: 2155.61 ms [2022-03-07 01:47:03 main:574] : INFO : Epoch 1742 | loss: 0.0311844 | val_loss: 0.0311864 | Time: 2161.96 ms [2022-03-07 01:47:05 main:574] : INFO : Epoch 1743 | loss: 0.0311847 | val_loss: 0.0311859 | Time: 2157.74 ms [2022-03-07 01:47:07 main:574] : INFO : Epoch 1744 | loss: 0.0311841 | val_loss: 0.0311861 | Time: 2156.76 ms [2022-03-07 01:47:09 main:574] : INFO : Epoch 1745 | loss: 0.0311853 | val_loss: 0.0311867 | Time: 2152.82 ms [2022-03-07 01:47:11 main:574] : INFO : Epoch 1746 | loss: 0.0311852 | val_loss: 0.031191 | Time: 2152.06 ms [2022-03-07 01:47:13 main:574] : INFO : Epoch 1747 | loss: 0.0311847 | val_loss: 0.0311866 | Time: 2195.25 ms [2022-03-07 01:47:16 main:574] : INFO : Epoch 1748 | loss: 0.0311836 | val_loss: 0.0311856 | Time: 2181.06 ms [2022-03-07 01:47:18 main:574] : INFO : Epoch 1749 | loss: 0.0311837 | val_loss: 0.0311861 | Time: 2166.1 ms [2022-03-07 01:47:20 main:574] : INFO : Epoch 1750 | loss: 0.0311836 | val_loss: 0.0311851 | Time: 2155.03 ms [2022-03-07 01:47:22 main:574] : INFO : Epoch 1751 | loss: 0.0311838 | val_loss: 0.031185 | Time: 2157.44 ms [2022-03-07 01:47:24 main:574] : INFO : Epoch 1752 | loss: 0.0311834 | val_loss: 0.0311843 | Time: 2158.6 ms [2022-03-07 01:47:27 main:574] : INFO : Epoch 1753 | loss: 0.0311828 | val_loss: 0.0311842 | Time: 2160.38 ms [2022-03-07 01:47:29 main:574] : INFO : Epoch 1754 | loss: 0.0311837 | val_loss: 0.0311863 | Time: 2166.51 ms [2022-03-07 01:47:31 main:574] : INFO : Epoch 1755 | loss: 0.0311869 | val_loss: 0.0311907 | Time: 2171.99 ms [2022-03-07 01:47:33 main:574] : INFO : Epoch 1756 | loss: 0.0311855 | val_loss: 0.0311851 | Time: 2154 ms [2022-03-07 01:47:35 main:574] : INFO : Epoch 1757 | loss: 0.0311849 | val_loss: 0.0311848 | Time: 2159.1 ms [2022-03-07 01:47:37 main:574] : INFO : Epoch 1758 | loss: 0.0311828 | val_loss: 0.0311842 | Time: 2162.23 ms [2022-03-07 01:47:39 main:574] : INFO : Epoch 1759 | loss: 0.0311823 | val_loss: 0.0311842 | Time: 2154.03 ms [2022-03-07 01:47:42 main:574] : INFO : Epoch 1760 | loss: 0.0311827 | val_loss: 0.0311849 | Time: 2153.65 ms [2022-03-07 01:47:44 main:574] : INFO : Epoch 1761 | loss: 0.0311832 | val_loss: 0.0311841 | Time: 2144.65 ms [2022-03-07 01:47:46 main:574] : INFO : Epoch 1762 | loss: 0.0311827 | val_loss: 0.0311841 | Time: 2157.04 ms [2022-03-07 01:47:48 main:574] : INFO : Epoch 1763 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 2152.92 ms [2022-03-07 01:47:50 main:574] : INFO : Epoch 1764 | loss: 0.0311829 | val_loss: 0.0311845 | Time: 2154.61 ms [2022-03-07 01:47:52 main:574] : INFO : Epoch 1765 | loss: 0.0311844 | val_loss: 0.0311846 | Time: 2153.6 ms [2022-03-07 01:47:55 main:574] : INFO : Epoch 1766 | loss: 0.0311833 | val_loss: 0.0311862 | Time: 2165.89 ms [2022-03-07 01:47:57 main:574] : INFO : Epoch 1767 | loss: 0.0311839 | val_loss: 0.0311891 | Time: 2158.36 ms [2022-03-07 01:47:59 main:574] : INFO : Epoch 1768 | loss: 0.0311874 | val_loss: 0.0311856 | Time: 2181.63 ms [2022-03-07 01:48:01 main:574] : INFO : Epoch 1769 | loss: 0.0311854 | val_loss: 0.0311846 | Time: 2148.32 ms [2022-03-07 01:48:03 main:574] : INFO : Epoch 1770 | loss: 0.0311841 | val_loss: 0.0311845 | Time: 2157.8 ms [2022-03-07 01:48:05 main:574] : INFO : Epoch 1771 | loss: 0.0311819 | val_loss: 0.0311845 | Time: 2161.91 ms [2022-03-07 01:48:08 main:574] : INFO : Epoch 1772 | loss: 0.0311824 | val_loss: 0.0311843 | Time: 2143.9 ms [2022-03-07 01:48:10 main:574] : INFO : Epoch 1773 | loss: 0.0311823 | val_loss: 0.0311842 | Time: 2159.41 ms [2022-03-07 01:48:12 main:574] : INFO : Epoch 1774 | loss: 0.0311819 | val_loss: 0.0311852 | Time: 2164.25 ms [2022-03-07 01:48:14 main:574] : INFO : Epoch 1775 | loss: 0.0311838 | val_loss: 0.0311889 | Time: 2154.55 ms [2022-03-07 01:48:17 main:574] : INFO : Epoch 1776 | loss: 0.0311821 | val_loss: 0.0311863 | Time: 2168.05 ms [2022-03-07 01:48:19 main:574] : INFO : Epoch 1777 | loss: 0.0311816 | val_loss: 0.0311849 | Time: 2163.65 ms [2022-03-07 01:48:21 main:574] : INFO : Epoch 1778 | loss: 0.0311819 | val_loss: 0.0311855 | Time: 2158.79 ms [2022-03-07 01:48:23 main:574] : INFO : Epoch 1779 | loss: 0.0311824 | val_loss: 0.0311855 | Time: 2160.5 ms [2022-03-07 01:48:25 main:574] : INFO : Epoch 1780 | loss: 0.0311821 | val_loss: 0.0311856 | Time: 2152.87 ms [2022-03-07 01:48:27 main:574] : INFO : Epoch 1781 | loss: 0.0311816 | val_loss: 0.0311849 | Time: 2164.65 ms [2022-03-07 01:48:30 main:574] : INFO : Epoch 1782 | loss: 0.0311832 | val_loss: 0.0311856 | Time: 2175.75 ms [2022-03-07 01:48:32 main:574] : INFO : Epoch 1783 | loss: 0.0311815 | val_loss: 0.0311841 | Time: 2162.27 ms [2022-03-07 01:48:34 main:574] : INFO : Epoch 1784 | loss: 0.031181 | val_loss: 0.0311841 | Time: 2163.24 ms [2022-03-07 01:48:36 main:574] : INFO : Epoch 1785 | loss: 0.0311819 | val_loss: 0.0311856 | Time: 2162.82 ms [2022-03-07 01:48:38 main:574] : INFO : Epoch 1786 | loss: 0.031182 | val_loss: 0.0311852 | Time: 2154.8 ms [2022-03-07 01:48:40 main:574] : INFO : Epoch 1787 | loss: 0.0311807 | val_loss: 0.0311848 | Time: 2163.88 ms [2022-03-07 01:48:43 main:574] : INFO : Epoch 1788 | loss: 0.031181 | val_loss: 0.031188 | Time: 2160.63 ms [2022-03-07 01:48:45 main:574] : INFO : Epoch 1789 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 2155.54 ms [2022-03-07 01:48:47 main:574] : INFO : Epoch 1790 | loss: 0.0311808 | val_loss: 0.0311849 | Time: 2163 ms [2022-03-07 01:48:49 main:574] : INFO : Epoch 1791 | loss: 0.0311798 | val_loss: 0.0311906 | Time: 2156.67 ms [2022-03-07 01:48:51 main:574] : INFO : Epoch 1792 | loss: 0.0311812 | val_loss: 0.0311859 | Time: 2149.96 ms [2022-03-07 01:48:53 main:574] : INFO : Epoch 1793 | loss: 0.0311809 | val_loss: 0.0311856 | Time: 2150.96 ms [2022-03-07 01:48:56 main:574] : INFO : Epoch 1794 | loss: 0.0311806 | val_loss: 0.0311849 | Time: 2145.87 ms [2022-03-07 01:48:58 main:574] : INFO : Epoch 1795 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 2146.39 ms [2022-03-07 01:49:00 main:574] : INFO : Epoch 1796 | loss: 0.0311812 | val_loss: 0.0311886 | Time: 2146.42 ms [2022-03-07 01:49:02 main:574] : INFO : Epoch 1797 | loss: 0.0311817 | val_loss: 0.0311854 | Time: 2158.41 ms [2022-03-07 01:49:04 main:574] : INFO : Epoch 1798 | loss: 0.0311803 | val_loss: 0.031186 | Time: 2156.72 ms [2022-03-07 01:49:06 main:574] : INFO : Epoch 1799 | loss: 0.0311794 | val_loss: 0.03119 | Time: 2165.01 ms [2022-03-07 01:49:08 main:574] : INFO : Epoch 1800 | loss: 0.031181 | val_loss: 0.0311845 | Time: 2163.86 ms [2022-03-07 01:49:11 main:574] : INFO : Epoch 1801 | loss: 0.0311797 | val_loss: 0.031191 | Time: 2158.48 ms [2022-03-07 01:49:13 main:574] : INFO : Epoch 1802 | loss: 0.0311801 | val_loss: 0.0311845 | Time: 2149.47 ms [2022-03-07 01:49:15 main:574] : INFO : Epoch 1803 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 2160.98 ms [2022-03-07 01:49:17 main:574] : INFO : Epoch 1804 | loss: 0.031179 | val_loss: 0.031185 | Time: 2165.56 ms [2022-03-07 01:49:19 main:574] : INFO : Epoch 1805 | loss: 0.0311781 | val_loss: 0.031184 | Time: 2157.51 ms [2022-03-07 01:49:21 main:574] : INFO : Epoch 1806 | loss: 0.0311776 | val_loss: 0.0311844 | Time: 2156.66 ms [2022-03-07 01:49:24 main:574] : INFO : Epoch 1807 | loss: 0.0311779 | val_loss: 0.0311846 | Time: 2161.1 ms [2022-03-07 01:49:26 main:574] : INFO : Epoch 1808 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 2154.75 ms [2022-03-07 01:49:28 main:574] : INFO : Epoch 1809 | loss: 0.0311774 | val_loss: 0.031183 | Time: 2153.75 ms [2022-03-07 01:49:30 main:574] : INFO : Epoch 1810 | loss: 0.0311773 | val_loss: 0.0311842 | Time: 2157.27 ms [2022-03-07 01:49:32 main:574] : INFO : Epoch 1811 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 2151.2 ms [2022-03-07 01:49:34 main:574] : INFO : Epoch 1812 | loss: 0.031177 | val_loss: 0.031184 | Time: 2135.21 ms [2022-03-07 01:49:36 main:574] : INFO : Epoch 1813 | loss: 0.0311774 | val_loss: 0.0311851 | Time: 2141.98 ms [2022-03-07 01:49:39 main:574] : INFO : Epoch 1814 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 2150.36 ms [2022-03-07 01:49:41 main:574] : INFO : Epoch 1815 | loss: 0.0311781 | val_loss: 0.0311855 | Time: 2152.94 ms [2022-03-07 01:49:43 main:574] : INFO : Epoch 1816 | loss: 0.0311771 | val_loss: 0.0311832 | Time: 2152.47 ms [2022-03-07 01:49:45 main:574] : INFO : Epoch 1817 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 2154 ms [2022-03-07 01:49:47 main:574] : INFO : Epoch 1818 | loss: 0.031178 | val_loss: 0.0311826 | Time: 2146.8 ms [2022-03-07 01:49:49 main:574] : INFO : Epoch 1819 | loss: 0.0311787 | val_loss: 0.0311839 | Time: 2142.24 ms [2022-03-07 01:49:52 main:574] : INFO : Epoch 1820 | loss: 0.0311783 | val_loss: 0.0311826 | Time: 2141.06 ms [2022-03-07 01:49:54 main:574] : INFO : Epoch 1821 | loss: 0.031178 | val_loss: 0.0311833 | Time: 2149.23 ms [2022-03-07 01:49:56 main:574] : INFO : Epoch 1822 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 2152.94 ms [2022-03-07 01:49:58 main:574] : INFO : Epoch 1823 | loss: 0.0311765 | val_loss: 0.031182 | Time: 2154.91 ms [2022-03-07 01:50:00 main:574] : INFO : Epoch 1824 | loss: 0.0311764 | val_loss: 0.0311859 | Time: 2167.93 ms [2022-03-07 01:50:02 main:574] : INFO : Epoch 1825 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 2169.37 ms [2022-03-07 01:50:04 main:574] : INFO : Epoch 1826 | loss: 0.031177 | val_loss: 0.0311839 | Time: 2158.04 ms [2022-03-07 01:50:07 main:574] : INFO : Epoch 1827 | loss: 0.0311776 | val_loss: 0.0311855 | Time: 2157.86 ms [2022-03-07 01:50:09 main:574] : INFO : Epoch 1828 | loss: 0.0311782 | val_loss: 0.0311828 | Time: 2165.15 ms [2022-03-07 01:50:11 main:574] : INFO : Epoch 1829 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 2160.69 ms [2022-03-07 01:50:13 main:574] : INFO : Epoch 1830 | loss: 0.0311761 | val_loss: 0.0311827 | Time: 2164.19 ms [2022-03-07 01:50:15 main:574] : INFO : Epoch 1831 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 2156.48 ms [2022-03-07 01:50:17 main:574] : INFO : Epoch 1832 | loss: 0.0311765 | val_loss: 0.0311853 | Time: 2158.07 ms [2022-03-07 01:50:20 main:574] : INFO : Epoch 1833 | loss: 0.0311779 | val_loss: 0.0311845 | Time: 2158.71 ms [2022-03-07 01:50:22 main:574] : INFO : Epoch 1834 | loss: 0.0311766 | val_loss: 0.0311826 | Time: 2153.02 ms [2022-03-07 01:50:24 main:574] : INFO : Epoch 1835 | loss: 0.0311767 | val_loss: 0.0311855 | Time: 2152.39 ms [2022-03-07 01:50:26 main:574] : INFO : Epoch 1836 | loss: 0.0311786 | val_loss: 0.0311829 | Time: 2147.07 ms [2022-03-07 01:50:28 main:574] : INFO : Epoch 1837 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 2141.82 ms [2022-03-07 01:50:30 main:574] : INFO : Epoch 1838 | loss: 0.0311783 | val_loss: 0.0311828 | Time: 2148.81 ms [2022-03-07 01:50:33 main:574] : INFO : Epoch 1839 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 2150.94 ms [2022-03-07 01:50:35 main:574] : INFO : Epoch 1840 | loss: 0.0311767 | val_loss: 0.031183 | Time: 2150.62 ms [2022-03-07 01:50:37 main:574] : INFO : Epoch 1841 | loss: 0.031175 | val_loss: 0.0311834 | Time: 2159.11 ms [2022-03-07 01:50:39 main:574] : INFO : Epoch 1842 | loss: 0.031175 | val_loss: 0.0311823 | Time: 2158.07 ms [2022-03-07 01:50:41 main:574] : INFO : Epoch 1843 | loss: 0.0311762 | val_loss: 0.0311834 | Time: 2155.1 ms [2022-03-07 01:50:43 main:574] : INFO : Epoch 1844 | loss: 0.0311797 | val_loss: 0.0311856 | Time: 2158.74 ms [2022-03-07 01:50:45 main:574] : INFO : Epoch 1845 | loss: 0.0311771 | val_loss: 0.0311839 | Time: 2160.32 ms [2022-03-07 01:50:48 main:574] : INFO : Epoch 1846 | loss: 0.0311808 | val_loss: 0.0311907 | Time: 2159.75 ms [2022-03-07 01:50:50 main:574] : INFO : Epoch 1847 | loss: 0.0311813 | val_loss: 0.0311841 | Time: 2157.92 ms [2022-03-07 01:50:52 main:574] : INFO : Epoch 1848 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 2156.83 ms [2022-03-07 01:50:54 main:574] : INFO : Epoch 1849 | loss: 0.0311768 | val_loss: 0.0311823 | Time: 2148.61 ms [2022-03-07 01:50:56 main:574] : INFO : Epoch 1850 | loss: 0.0311759 | val_loss: 0.0311819 | Time: 2151.98 ms [2022-03-07 01:50:58 main:574] : INFO : Epoch 1851 | loss: 0.0311748 | val_loss: 0.031182 | Time: 2144.52 ms [2022-03-07 01:51:01 main:574] : INFO : Epoch 1852 | loss: 0.0311747 | val_loss: 0.0311809 | Time: 2144.26 ms [2022-03-07 01:51:03 main:574] : INFO : Epoch 1853 | loss: 0.0311759 | val_loss: 0.031182 | Time: 2149.83 ms [2022-03-07 01:51:05 main:574] : INFO : Epoch 1854 | loss: 0.031179 | val_loss: 0.0311823 | Time: 2154 ms [2022-03-07 01:51:07 main:574] : INFO : Epoch 1855 | loss: 0.0311778 | val_loss: 0.031184 | Time: 2166.34 ms [2022-03-07 01:51:09 main:574] : INFO : Epoch 1856 | loss: 0.0311799 | val_loss: 0.0311834 | Time: 2158.44 ms [2022-03-07 01:51:11 main:574] : INFO : Epoch 1857 | loss: 0.0311763 | val_loss: 0.0311858 | Time: 2161.95 ms [2022-03-07 01:51:14 main:574] : INFO : Epoch 1858 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 2159.32 ms [2022-03-07 01:51:16 main:574] : INFO : Epoch 1859 | loss: 0.0311755 | val_loss: 0.031183 | Time: 2157.79 ms [2022-03-07 01:51:18 main:574] : INFO : Epoch 1860 | loss: 0.0311751 | val_loss: 0.0311841 | Time: 2155.89 ms [2022-03-07 01:51:20 main:574] : INFO : Epoch 1861 | loss: 0.0311772 | val_loss: 0.0311868 | Time: 2162.76 ms [2022-03-07 01:51:22 main:574] : INFO : Epoch 1862 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 2162.25 ms [2022-03-07 01:51:24 main:574] : INFO : Epoch 1863 | loss: 0.031176 | val_loss: 0.0311864 | Time: 2159.38 ms [2022-03-07 01:51:26 main:574] : INFO : Epoch 1864 | loss: 0.0311813 | val_loss: 0.0311926 | Time: 2153.31 ms [2022-03-07 01:51:29 main:574] : INFO : Epoch 1865 | loss: 0.0311768 | val_loss: 0.0311807 | Time: 2158.45 ms [2022-03-07 01:51:31 main:574] : INFO : Epoch 1866 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 2159.04 ms [2022-03-07 01:51:33 main:574] : INFO : Epoch 1867 | loss: 0.0311756 | val_loss: 0.0311844 | Time: 2148.43 ms [2022-03-07 01:51:35 main:574] : INFO : Epoch 1868 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 2149.9 ms [2022-03-07 01:51:37 main:574] : INFO : Epoch 1869 | loss: 0.0311744 | val_loss: 0.031182 | Time: 2146.83 ms [2022-03-07 01:51:39 main:574] : INFO : Epoch 1870 | loss: 0.0311754 | val_loss: 0.0311811 | Time: 2149.49 ms [2022-03-07 01:51:42 main:574] : INFO : Epoch 1871 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 2154.07 ms [2022-03-07 01:51:44 main:574] : INFO : Epoch 1872 | loss: 0.0311757 | val_loss: 0.031189 | Time: 2161.23 ms [2022-03-07 01:51:46 main:574] : INFO : Epoch 1873 | loss: 0.0311778 | val_loss: 0.0311891 | Time: 2163.87 ms [2022-03-07 01:51:48 main:574] : INFO : Epoch 1874 | loss: 0.0311779 | val_loss: 0.0311836 | Time: 2155.11 ms [2022-03-07 01:51:50 main:574] : INFO : Epoch 1875 | loss: 0.0311758 | val_loss: 0.0311825 | Time: 2150.76 ms [2022-03-07 01:51:52 main:574] : INFO : Epoch 1876 | loss: 0.0311751 | val_loss: 0.0311835 | Time: 2157.34 ms [2022-03-07 01:51:55 main:574] : INFO : Epoch 1877 | loss: 0.0311761 | val_loss: 0.0311833 | Time: 2157.79 ms [2022-03-07 01:51:57 main:574] : INFO : Epoch 1878 | loss: 0.0311767 | val_loss: 0.0311833 | Time: 2161.11 ms [2022-03-07 01:51:59 main:574] : INFO : Epoch 1879 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 2161.47 ms [2022-03-07 01:52:01 main:574] : INFO : Epoch 1880 | loss: 0.0311749 | val_loss: 0.031181 | Time: 2153.85 ms [2022-03-07 01:52:03 main:574] : INFO : Epoch 1881 | loss: 0.0311747 | val_loss: 0.0311804 | Time: 2149.41 ms [2022-03-07 01:52:05 main:574] : INFO : Epoch 1882 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 2149.91 ms [2022-03-07 01:52:07 main:574] : INFO : Epoch 1883 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 2145.55 ms [2022-03-07 01:52:10 main:574] : INFO : Epoch 1884 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 2148.94 ms [2022-03-07 01:52:12 main:574] : INFO : Epoch 1885 | loss: 0.0311743 | val_loss: 0.0311817 | Time: 2148.9 ms [2022-03-07 01:52:14 main:574] : INFO : Epoch 1886 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 2154.11 ms [2022-03-07 01:52:16 main:574] : INFO : Epoch 1887 | loss: 0.0311741 | val_loss: 0.0311814 | Time: 2159.65 ms [2022-03-07 01:52:18 main:574] : INFO : Epoch 1888 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 2164.18 ms [2022-03-07 01:52:20 main:574] : INFO : Epoch 1889 | loss: 0.03118 | val_loss: 0.0311879 | Time: 2167.5 ms [2022-03-07 01:52:23 main:574] : INFO : Epoch 1890 | loss: 0.0311778 | val_loss: 0.0311866 | Time: 2159.55 ms [2022-03-07 01:52:25 main:574] : INFO : Epoch 1891 | loss: 0.0311757 | val_loss: 0.0311826 | Time: 2165.72 ms [2022-03-07 01:52:27 main:574] : INFO : Epoch 1892 | loss: 0.0311748 | val_loss: 0.0311843 | Time: 2155.18 ms [2022-03-07 01:52:29 main:574] : INFO : Epoch 1893 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 2162.92 ms [2022-03-07 01:52:31 main:574] : INFO : Epoch 1894 | loss: 0.031174 | val_loss: 0.0311817 | Time: 2160.86 ms [2022-03-07 01:52:33 main:574] : INFO : Epoch 1895 | loss: 0.0311765 | val_loss: 0.0311837 | Time: 2161.02 ms [2022-03-07 01:52:36 main:574] : INFO : Epoch 1896 | loss: 0.0311771 | val_loss: 0.0311831 | Time: 2161.55 ms [2022-03-07 01:52:38 main:574] : INFO : Epoch 1897 | loss: 0.0311741 | val_loss: 0.0311814 | Time: 2161.93 ms [2022-03-07 01:52:40 main:574] : INFO : Epoch 1898 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 2157.92 ms [2022-03-07 01:52:42 main:574] : INFO : Epoch 1899 | loss: 0.031174 | val_loss: 0.0311811 | Time: 2162.86 ms [2022-03-07 01:52:44 main:574] : INFO : Epoch 1900 | loss: 0.0311741 | val_loss: 0.0311822 | Time: 2164.33 ms [2022-03-07 01:52:46 main:574] : INFO : Epoch 1901 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 2156.59 ms [2022-03-07 01:52:49 main:574] : INFO : Epoch 1902 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 2160.69 ms [2022-03-07 01:52:51 main:574] : INFO : Epoch 1903 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 2155.52 ms [2022-03-07 01:52:53 main:574] : INFO : Epoch 1904 | loss: 0.0311746 | val_loss: 0.0311825 | Time: 2153.98 ms [2022-03-07 01:52:55 main:574] : INFO : Epoch 1905 | loss: 0.0311752 | val_loss: 0.0311851 | Time: 2156.05 ms [2022-03-07 01:52:57 main:574] : INFO : Epoch 1906 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 2156.79 ms [2022-03-07 01:52:59 main:574] : INFO : Epoch 1907 | loss: 0.031173 | val_loss: 0.0311792 | Time: 2152.05 ms [2022-03-07 01:53:01 main:574] : INFO : Epoch 1908 | loss: 0.0311751 | val_loss: 0.0311834 | Time: 2147.42 ms [2022-03-07 01:53:04 main:574] : INFO : Epoch 1909 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 2149.88 ms [2022-03-07 01:53:06 main:574] : INFO : Epoch 1910 | loss: 0.0311749 | val_loss: 0.031181 | Time: 2144.1 ms [2022-03-07 01:53:08 main:574] : INFO : Epoch 1911 | loss: 0.0311731 | val_loss: 0.0311815 | Time: 2154.5 ms [2022-03-07 01:53:10 main:574] : INFO : Epoch 1912 | loss: 0.0311732 | val_loss: 0.0311821 | Time: 2161.27 ms [2022-03-07 01:53:12 main:574] : INFO : Epoch 1913 | loss: 0.0311716 | val_loss: 0.0311813 | Time: 2157.52 ms [2022-03-07 01:53:14 main:574] : INFO : Epoch 1914 | loss: 0.0311716 | val_loss: 0.0311806 | Time: 2159.15 ms [2022-03-07 01:53:17 main:574] : INFO : Epoch 1915 | loss: 0.0311726 | val_loss: 0.0311807 | Time: 2160.53 ms [2022-03-07 01:53:19 main:574] : INFO : Epoch 1916 | loss: 0.0311745 | val_loss: 0.0311843 | Time: 2167.82 ms [2022-03-07 01:53:21 main:574] : INFO : Epoch 1917 | loss: 0.0311757 | val_loss: 0.0311836 | Time: 2154.92 ms [2022-03-07 01:53:23 main:574] : INFO : Epoch 1918 | loss: 0.0311728 | val_loss: 0.0311839 | Time: 2155.92 ms [2022-03-07 01:53:25 main:574] : INFO : Epoch 1919 | loss: 0.0311735 | val_loss: 0.0311859 | Time: 2153.55 ms [2022-03-07 01:53:27 main:574] : INFO : Epoch 1920 | loss: 0.0311723 | val_loss: 0.0311827 | Time: 2153.02 ms [2022-03-07 01:53:30 main:574] : INFO : Epoch 1921 | loss: 0.0311714 | val_loss: 0.031185 | Time: 2141.41 ms [2022-03-07 01:53:32 main:574] : INFO : Epoch 1922 | loss: 0.0311719 | val_loss: 0.0311823 | Time: 2142.41 ms [2022-03-07 01:53:34 main:574] : INFO : Epoch 1923 | loss: 0.0311707 | val_loss: 0.0311825 | Time: 2153.11 ms [2022-03-07 01:53:36 main:574] : INFO : Epoch 1924 | loss: 0.0311707 | val_loss: 0.0311817 | Time: 2150.74 ms [2022-03-07 01:53:38 main:574] : INFO : Epoch 1925 | loss: 0.0311702 | val_loss: 0.0311834 | Time: 2156.98 ms [2022-03-07 01:53:40 main:574] : INFO : Epoch 1926 | loss: 0.031172 | val_loss: 0.0311824 | Time: 2157.41 ms [2022-03-07 01:53:42 main:574] : INFO : Epoch 1927 | loss: 0.0311702 | val_loss: 0.0311828 | Time: 2166.49 ms [2022-03-07 01:53:45 main:574] : INFO : Epoch 1928 | loss: 0.0311709 | val_loss: 0.0311817 | Time: 2153.7 ms [2022-03-07 01:53:47 main:574] : INFO : Epoch 1929 | loss: 0.0311703 | val_loss: 0.0311816 | Time: 2162.09 ms [2022-03-07 01:53:49 main:574] : INFO : Epoch 1930 | loss: 0.031172 | val_loss: 0.0311842 | Time: 2159.14 ms [2022-03-07 01:53:51 main:574] : INFO : Epoch 1931 | loss: 0.0311714 | val_loss: 0.0311836 | Time: 2161.01 ms [2022-03-07 01:53:53 main:574] : INFO : Epoch 1932 | loss: 0.0311737 | val_loss: 0.0311822 | Time: 2153.84 ms [2022-03-07 01:53:55 main:574] : INFO : Epoch 1933 | loss: 0.0311707 | val_loss: 0.0311812 | Time: 2160.23 ms [2022-03-07 01:53:58 main:574] : INFO : Epoch 1934 | loss: 0.0311713 | val_loss: 0.0311819 | Time: 2159.07 ms [2022-03-07 01:54:00 main:574] : INFO : Epoch 1935 | loss: 0.0311729 | val_loss: 0.0311824 | Time: 2154.11 ms [2022-03-07 01:54:02 main:574] : INFO : Epoch 1936 | loss: 0.031172 | val_loss: 0.0311831 | Time: 2152.4 ms [2022-03-07 01:54:04 main:574] : INFO : Epoch 1937 | loss: 0.0311715 | val_loss: 0.0311812 | Time: 2144.5 ms [2022-03-07 01:54:06 main:574] : INFO : Epoch 1938 | loss: 0.0311706 | val_loss: 0.031183 | Time: 2143.17 ms [2022-03-07 01:54:08 main:574] : INFO : Epoch 1939 | loss: 0.0311719 | val_loss: 0.0311814 | Time: 2148.75 ms [2022-03-07 01:54:10 main:574] : INFO : Epoch 1940 | loss: 0.0311725 | val_loss: 0.031186 | Time: 2156.72 ms [2022-03-07 01:54:13 main:574] : INFO : Epoch 1941 | loss: 0.0311718 | val_loss: 0.0311816 | Time: 2164.55 ms [2022-03-07 01:54:15 main:574] : INFO : Epoch 1942 | loss: 0.0311734 | val_loss: 0.0311815 | Time: 2154.47 ms [2022-03-07 01:54:17 main:574] : INFO : Epoch 1943 | loss: 0.0311722 | val_loss: 0.0311814 | Time: 2162.51 ms [2022-03-07 01:54:19 main:574] : INFO : Epoch 1944 | loss: 0.0311721 | val_loss: 0.0311801 | Time: 2169.52 ms [2022-03-07 01:54:21 main:574] : INFO : Epoch 1945 | loss: 0.031175 | val_loss: 0.0311834 | Time: 2166.5 ms [2022-03-07 01:54:23 main:574] : INFO : Epoch 1946 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 2161.68 ms [2022-03-07 01:54:26 main:574] : INFO : Epoch 1947 | loss: 0.0311733 | val_loss: 0.0311904 | Time: 2164.49 ms [2022-03-07 01:54:28 main:574] : INFO : Epoch 1948 | loss: 0.0311732 | val_loss: 0.0311835 | Time: 2158.55 ms [2022-03-07 01:54:30 main:574] : INFO : Epoch 1949 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 2163.13 ms [2022-03-07 01:54:32 main:574] : INFO : Epoch 1950 | loss: 0.0311729 | val_loss: 0.0311807 | Time: 2163.81 ms [2022-03-07 01:54:34 main:574] : INFO : Epoch 1951 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 2161.14 ms [2022-03-07 01:54:36 main:574] : INFO : Epoch 1952 | loss: 0.0311723 | val_loss: 0.0311815 | Time: 2169.84 ms [2022-03-07 01:54:39 main:574] : INFO : Epoch 1953 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 2159.73 ms [2022-03-07 01:54:41 main:574] : INFO : Epoch 1954 | loss: 0.0311731 | val_loss: 0.0311798 | Time: 2158.21 ms [2022-03-07 01:54:43 main:574] : INFO : Epoch 1955 | loss: 0.031173 | val_loss: 0.0311789 | Time: 2164.38 ms [2022-03-07 01:54:45 main:574] : INFO : Epoch 1956 | loss: 0.0311737 | val_loss: 0.031182 | Time: 2159.56 ms [2022-03-07 01:54:47 main:574] : INFO : Epoch 1957 | loss: 0.0311827 | val_loss: 0.0311857 | Time: 2160.15 ms [2022-03-07 01:54:49 main:574] : INFO : Epoch 1958 | loss: 0.0311831 | val_loss: 0.0311838 | Time: 2154.4 ms [2022-03-07 01:54:52 main:574] : INFO : Epoch 1959 | loss: 0.0311822 | val_loss: 0.0311817 | Time: 2155.34 ms [2022-03-07 01:54:54 main:574] : INFO : Epoch 1960 | loss: 0.0311808 | val_loss: 0.0311824 | Time: 2153.47 ms [2022-03-07 01:54:56 main:574] : INFO : Epoch 1961 | loss: 0.031181 | val_loss: 0.0311793 | Time: 2148.12 ms [2022-03-07 01:54:58 main:574] : INFO : Epoch 1962 | loss: 0.0311802 | val_loss: 0.0311803 | Time: 2144.32 ms [2022-03-07 01:55:00 main:574] : INFO : Epoch 1963 | loss: 0.0311797 | val_loss: 0.0311799 | Time: 2147.38 ms [2022-03-07 01:55:02 main:574] : INFO : Epoch 1964 | loss: 0.0311791 | val_loss: 0.0311806 | Time: 2147.97 ms [2022-03-07 01:55:05 main:574] : INFO : Epoch 1965 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 2153.55 ms [2022-03-07 01:55:07 main:574] : INFO : Epoch 1966 | loss: 0.0311814 | val_loss: 0.0311837 | Time: 2159.96 ms [2022-03-07 01:55:09 main:574] : INFO : Epoch 1967 | loss: 0.0311927 | val_loss: 0.0311886 | Time: 2158.73 ms [2022-03-07 01:55:11 main:574] : INFO : Epoch 1968 | loss: 0.0311829 | val_loss: 0.0311822 | Time: 2161.27 ms [2022-03-07 01:55:13 main:574] : INFO : Epoch 1969 | loss: 0.0311798 | val_loss: 0.0311798 | Time: 2160.53 ms [2022-03-07 01:55:15 main:574] : INFO : Epoch 1970 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 2162.61 ms [2022-03-07 01:55:17 main:574] : INFO : Epoch 1971 | loss: 0.0311797 | val_loss: 0.0311781 | Time: 2160.74 ms [2022-03-07 01:55:20 main:574] : INFO : Epoch 1972 | loss: 0.0311782 | val_loss: 0.0311784 | Time: 2165.78 ms [2022-03-07 01:55:22 main:574] : INFO : Epoch 1973 | loss: 0.0311791 | val_loss: 0.0311807 | Time: 2171.23 ms [2022-03-07 01:55:24 main:574] : INFO : Epoch 1974 | loss: 0.0311768 | val_loss: 0.0311787 | Time: 2160.39 ms [2022-03-07 01:55:26 main:574] : INFO : Epoch 1975 | loss: 0.0311774 | val_loss: 0.0311805 | Time: 2156.44 ms [2022-03-07 01:55:28 main:574] : INFO : Epoch 1976 | loss: 0.0311765 | val_loss: 0.0311792 | Time: 2166.08 ms [2022-03-07 01:55:30 main:574] : INFO : Epoch 1977 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 2165.13 ms [2022-03-07 01:55:33 main:574] : INFO : Epoch 1978 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 2157.87 ms [2022-03-07 01:55:35 main:574] : INFO : Epoch 1979 | loss: 0.031175 | val_loss: 0.0311803 | Time: 2165.68 ms [2022-03-07 01:55:37 main:574] : INFO : Epoch 1980 | loss: 0.0311752 | val_loss: 0.0311817 | Time: 2165.21 ms [2022-03-07 01:55:39 main:574] : INFO : Epoch 1981 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 2162.65 ms [2022-03-07 01:55:41 main:574] : INFO : Epoch 1982 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 2172.2 ms [2022-03-07 01:55:43 main:574] : INFO : Epoch 1983 | loss: 0.031176 | val_loss: 0.0311884 | Time: 2153.07 ms [2022-03-07 01:55:46 main:574] : INFO : Epoch 1984 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 2157.34 ms [2022-03-07 01:55:48 main:574] : INFO : Epoch 1985 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 2156.34 ms [2022-03-07 01:55:50 main:574] : INFO : Epoch 1986 | loss: 0.0311738 | val_loss: 0.0311794 | Time: 2154.07 ms [2022-03-07 01:55:52 main:574] : INFO : Epoch 1987 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 2152.34 ms [2022-03-07 01:55:54 main:574] : INFO : Epoch 1988 | loss: 0.0311746 | val_loss: 0.03118 | Time: 2158.39 ms [2022-03-07 01:55:56 main:574] : INFO : Epoch 1989 | loss: 0.0311766 | val_loss: 0.0311799 | Time: 2146.69 ms [2022-03-07 01:55:59 main:574] : INFO : Epoch 1990 | loss: 0.0311774 | val_loss: 0.0311797 | Time: 2141.77 ms [2022-03-07 01:56:01 main:574] : INFO : Epoch 1991 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 2151.28 ms [2022-03-07 01:56:03 main:574] : INFO : Epoch 1992 | loss: 0.0311769 | val_loss: 0.0311817 | Time: 2144.15 ms [2022-03-07 01:56:05 main:574] : INFO : Epoch 1993 | loss: 0.0311783 | val_loss: 0.0311837 | Time: 2156.38 ms [2022-03-07 01:56:07 main:574] : INFO : Epoch 1994 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 2158.85 ms [2022-03-07 01:56:09 main:574] : INFO : Epoch 1995 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 2153.71 ms [2022-03-07 01:56:11 main:574] : INFO : Epoch 1996 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 2164.23 ms [2022-03-07 01:56:14 main:574] : INFO : Epoch 1997 | loss: 0.0311763 | val_loss: 0.031184 | Time: 2159.27 ms [2022-03-07 01:56:16 main:574] : INFO : Epoch 1998 | loss: 0.0311762 | val_loss: 0.0311811 | Time: 2161.45 ms [2022-03-07 01:56:18 main:574] : INFO : Epoch 1999 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 2160.22 ms [2022-03-07 01:56:20 main:574] : INFO : Epoch 2000 | loss: 0.031175 | val_loss: 0.0311864 | Time: 2151.34 ms [2022-03-07 01:56:22 main:574] : INFO : Epoch 2001 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 2152.2 ms [2022-03-07 01:56:24 main:574] : INFO : Epoch 2002 | loss: 0.0311728 | val_loss: 0.031182 | Time: 2142.55 ms [2022-03-07 01:56:27 main:574] : INFO : Epoch 2003 | loss: 0.0311723 | val_loss: 0.0311805 | Time: 2141.68 ms [2022-03-07 01:56:29 main:574] : INFO : Epoch 2004 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 2145.96 ms [2022-03-07 01:56:31 main:574] : INFO : Epoch 2005 | loss: 0.0311732 | val_loss: 0.031182 | Time: 2153.46 ms [2022-03-07 01:56:33 main:574] : INFO : Epoch 2006 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 2154.4 ms [2022-03-07 01:56:35 main:574] : INFO : Epoch 2007 | loss: 0.0311727 | val_loss: 0.031185 | Time: 2165.72 ms [2022-03-07 01:56:37 main:574] : INFO : Epoch 2008 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 2160.16 ms [2022-03-07 01:56:40 main:574] : INFO : Epoch 2009 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 2151.74 ms [2022-03-07 01:56:42 main:574] : INFO : Epoch 2010 | loss: 0.0311725 | val_loss: 0.0311788 | Time: 2163.12 ms [2022-03-07 01:56:44 main:574] : INFO : Epoch 2011 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 2153.24 ms [2022-03-07 01:56:46 main:574] : INFO : Epoch 2012 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 2146.52 ms [2022-03-07 01:56:48 main:574] : INFO : Epoch 2013 | loss: 0.0311729 | val_loss: 0.0311793 | Time: 2148.98 ms [2022-03-07 01:56:50 main:574] : INFO : Epoch 2014 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 2142.39 ms [2022-03-07 01:56:52 main:574] : INFO : Epoch 2015 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 2148.9 ms [2022-03-07 01:56:55 main:574] : INFO : Epoch 2016 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 2148.9 ms [2022-03-07 01:56:57 main:574] : INFO : Epoch 2017 | loss: 0.031171 | val_loss: 0.0311823 | Time: 2158.58 ms [2022-03-07 01:56:59 main:574] : INFO : Epoch 2018 | loss: 0.031172 | val_loss: 0.0311796 | Time: 2155.95 ms [2022-03-07 01:57:01 main:574] : INFO : Epoch 2019 | loss: 0.0311717 | val_loss: 0.031182 | Time: 2165.37 ms [2022-03-07 01:57:03 main:574] : INFO : Epoch 2020 | loss: 0.0311717 | val_loss: 0.0311827 | Time: 2160.67 ms [2022-03-07 01:57:05 main:574] : INFO : Epoch 2021 | loss: 0.0311723 | val_loss: 0.0311808 | Time: 2160.46 ms [2022-03-07 01:57:08 main:574] : INFO : Epoch 2022 | loss: 0.0311708 | val_loss: 0.0311796 | Time: 2156.78 ms [2022-03-07 01:57:10 main:574] : INFO : Epoch 2023 | loss: 0.0311711 | val_loss: 0.031179 | Time: 2154.35 ms [2022-03-07 01:57:12 main:574] : INFO : Epoch 2024 | loss: 0.031174 | val_loss: 0.0311818 | Time: 2164.53 ms [2022-03-07 01:57:14 main:574] : INFO : Epoch 2025 | loss: 0.0311717 | val_loss: 0.0311831 | Time: 2160.85 ms [2022-03-07 01:57:16 main:574] : INFO : Epoch 2026 | loss: 0.0311711 | val_loss: 0.0311806 | Time: 2162.41 ms [2022-03-07 01:57:18 main:574] : INFO : Epoch 2027 | loss: 0.0311731 | val_loss: 0.0311809 | Time: 2153.91 ms [2022-03-07 01:57:21 main:574] : INFO : Epoch 2028 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 2154.93 ms [2022-03-07 01:57:23 main:574] : INFO : Epoch 2029 | loss: 0.0311703 | val_loss: 0.0311809 | Time: 2161.36 ms [2022-03-07 01:57:25 main:574] : INFO : Epoch 2030 | loss: 0.0311726 | val_loss: 0.0311783 | Time: 2157.27 ms [2022-03-07 01:57:27 main:574] : INFO : Epoch 2031 | loss: 0.0311723 | val_loss: 0.03118 | Time: 2157.35 ms [2022-03-07 01:57:29 main:574] : INFO : Epoch 2032 | loss: 0.0311714 | val_loss: 0.031178 | Time: 2149.34 ms [2022-03-07 01:57:31 main:574] : INFO : Epoch 2033 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 2154.76 ms [2022-03-07 01:57:33 main:574] : INFO : Epoch 2034 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 2140.61 ms [2022-03-07 01:57:36 main:574] : INFO : Epoch 2035 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 2146.85 ms [2022-03-07 01:57:38 main:574] : INFO : Epoch 2036 | loss: 0.0311742 | val_loss: 0.0311835 | Time: 2153.36 ms [2022-03-07 01:57:40 main:574] : INFO : Epoch 2037 | loss: 0.0311767 | val_loss: 0.0311876 | Time: 2156.28 ms [2022-03-07 01:57:42 main:574] : INFO : Epoch 2038 | loss: 0.0311774 | val_loss: 0.0311882 | Time: 2162.03 ms [2022-03-07 01:57:44 main:574] : INFO : Epoch 2039 | loss: 0.0311765 | val_loss: 0.0311817 | Time: 2158.51 ms [2022-03-07 01:57:46 main:574] : INFO : Epoch 2040 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 2156.8 ms [2022-03-07 01:57:49 main:574] : INFO : Epoch 2041 | loss: 0.0311741 | val_loss: 0.0311802 | Time: 2151.86 ms [2022-03-07 01:57:51 main:574] : INFO : Epoch 2042 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 2152.37 ms [2022-03-07 01:57:53 main:574] : INFO : Epoch 2043 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 2146.06 ms [2022-03-07 01:57:55 main:574] : INFO : Epoch 2044 | loss: 0.0311732 | val_loss: 0.0311819 | Time: 2147.72 ms [2022-03-07 01:57:57 main:574] : INFO : Epoch 2045 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 2153.38 ms [2022-03-07 01:57:59 main:574] : INFO : Epoch 2046 | loss: 0.0311719 | val_loss: 0.0311823 | Time: 2146.08 ms [2022-03-07 01:58:01 main:574] : INFO : Epoch 2047 | loss: 0.0311759 | val_loss: 0.03118 | Time: 2151.44 ms [2022-03-07 01:58:04 main:574] : INFO : Epoch 2048 | loss: 0.0311745 | val_loss: 0.0311806 | Time: 2151.82 ms [2022-03-07 01:58:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311806 [2022-03-07 01:58:04 main:603] : INFO : Saving end state to config to file [2022-03-07 01:58:04 main:608] : INFO : Success, exiting.. 01:58:04 (4364): 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)