Task 14552982
| Name | ParityModified-1647048981-10917-3-0_1 |
| Workunit | 11362508 |
| Created | 9 Apr 2022, 10:12:55 UTC |
| Sent | 9 Apr 2022, 11:06:27 UTC |
| Report deadline | 17 Apr 2022, 11:06:27 UTC |
| Received | 10 Apr 2022, 22:38:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18384 |
| Run time | 4 hours 5 min 30 sec |
| CPU time | 3 hours 56 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,882.30 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1587 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 7755.01 ms
[2022-04-10 00:24:11 main:574] : INFO : Epoch 1588 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 7187.45 ms
[2022-04-10 00:24:18 main:574] : INFO : Epoch 1589 | loss: 0.0311742 | val_loss: 0.031176 | Time: 7319.16 ms
[2022-04-10 00:24:26 main:574] : INFO : Epoch 1590 | loss: 0.0311737 | val_loss: 0.0311758 | Time: 7252.17 ms
[2022-04-10 00:24:33 main:574] : INFO : Epoch 1591 | loss: 0.0311732 | val_loss: 0.0311753 | Time: 7340.58 ms
[2022-04-10 00:24:40 main:574] : INFO : Epoch 1592 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 7364.89 ms
[2022-04-10 00:24:47 main:574] : INFO : Epoch 1593 | loss: 0.0311736 | val_loss: 0.0311751 | Time: 7166.87 ms
[2022-04-10 00:24:55 main:574] : INFO : Epoch 1594 | loss: 0.0311735 | val_loss: 0.0311736 | Time: 7242.67 ms
[2022-04-10 00:25:02 main:574] : INFO : Epoch 1595 | loss: 0.0311723 | val_loss: 0.0311741 | Time: 7474.51 ms
[2022-04-10 00:25:09 main:574] : INFO : Epoch 1596 | loss: 0.0311728 | val_loss: 0.031173 | Time: 7182.53 ms
[2022-04-10 00:25:17 main:574] : INFO : Epoch 1597 | loss: 0.031172 | val_loss: 0.0311727 | Time: 7264.57 ms
[2022-04-10 00:25:24 main:574] : INFO : Epoch 1598 | loss: 0.0311732 | val_loss: 0.031172 | Time: 7731.3 ms
[2022-04-10 00:25:32 main:574] : INFO : Epoch 1599 | loss: 0.0311722 | val_loss: 0.0311722 | Time: 7438.43 ms
[2022-04-10 00:25:39 main:574] : INFO : Epoch 1600 | loss: 0.0311732 | val_loss: 0.0311734 | Time: 7263.25 ms
[2022-04-10 00:25:46 main:574] : INFO : Epoch 1601 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 7162.33 ms
[2022-04-10 00:25:54 main:574] : INFO : Epoch 1602 | loss: 0.0311737 | val_loss: 0.0311731 | Time: 7221.88 ms
[2022-04-10 00:26:01 main:574] : INFO : Epoch 1603 | loss: 0.0311738 | val_loss: 0.0311746 | Time: 7323.73 ms
[2022-04-10 00:26:08 main:574] : INFO : Epoch 1604 | loss: 0.0311763 | val_loss: 0.0311772 | Time: 7321.3 ms
[2022-04-10 00:26:16 main:574] : INFO : Epoch 1605 | loss: 0.0311764 | val_loss: 0.031174 | Time: 7527.07 ms
[2022-04-10 00:26:23 main:574] : INFO : Epoch 1606 | loss: 0.0311753 | val_loss: 0.0311751 | Time: 7344.87 ms
[2022-04-10 00:26:30 main:574] : INFO : Epoch 1607 | loss: 0.0311757 | val_loss: 0.0311718 | Time: 7416.74 ms
[2022-04-10 00:26:38 main:574] : INFO : Epoch 1608 | loss: 0.0311728 | val_loss: 0.0311736 | Time: 7447.79 ms
[2022-04-10 00:26:45 main:574] : INFO : Epoch 1609 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 7265.57 ms
[2022-04-10 00:26:53 main:574] : INFO : Epoch 1610 | loss: 0.0311716 | val_loss: 0.0311781 | Time: 7298.08 ms
[2022-04-10 00:27:00 main:574] : INFO : Epoch 1611 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 7351.46 ms
[2022-04-10 00:27:07 main:574] : INFO : Epoch 1612 | loss: 0.0311706 | val_loss: 0.0311733 | Time: 7480.99 ms
[2022-04-10 00:27:15 main:574] : INFO : Epoch 1613 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 7253.47 ms
[2022-04-10 00:27:22 main:574] : INFO : Epoch 1614 | loss: 0.0311704 | val_loss: 0.0311755 | Time: 7548.8 ms
[2022-04-10 00:27:29 main:574] : INFO : Epoch 1615 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 7273.58 ms
[2022-04-10 00:27:37 main:574] : INFO : Epoch 1616 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 7397.59 ms
[2022-04-10 00:27:44 main:574] : INFO : Epoch 1617 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 7367.33 ms
[2022-04-10 00:27:52 main:574] : INFO : Epoch 1618 | loss: 0.0311716 | val_loss: 0.031172 | Time: 7453.96 ms
[2022-04-10 00:27:59 main:574] : INFO : Epoch 1619 | loss: 0.0311697 | val_loss: 0.0311723 | Time: 7292 ms
[2022-04-10 00:28:06 main:574] : INFO : Epoch 1620 | loss: 0.0311704 | val_loss: 0.0311759 | Time: 7325.37 ms
[2022-04-10 00:28:14 main:574] : INFO : Epoch 1621 | loss: 0.0311721 | val_loss: 0.0311747 | Time: 7316.48 ms
[2022-04-10 00:28:21 main:574] : INFO : Epoch 1622 | loss: 0.0311714 | val_loss: 0.0311739 | Time: 7320.36 ms
[2022-04-10 00:28:28 main:574] : INFO : Epoch 1623 | loss: 0.0311725 | val_loss: 0.0311754 | Time: 7281.6 ms
[2022-04-10 00:28:36 main:574] : INFO : Epoch 1624 | loss: 0.0311721 | val_loss: 0.0311729 | Time: 7378.15 ms
[2022-04-10 00:28:43 main:574] : INFO : Epoch 1625 | loss: 0.0311717 | val_loss: 0.031173 | Time: 7306.84 ms
[2022-04-10 00:28:50 main:574] : INFO : Epoch 1626 | loss: 0.0311742 | val_loss: 0.031176 | Time: 7182 ms
[2022-04-10 00:28:57 main:574] : INFO : Epoch 1627 | loss: 0.0311755 | val_loss: 0.0311777 | Time: 7220.73 ms
[2022-04-10 00:29:05 main:574] : INFO : Epoch 1628 | loss: 0.0311723 | val_loss: 0.0311752 | Time: 7394.54 ms
[2022-04-10 00:29:12 main:574] : INFO : Epoch 1629 | loss: 0.0311722 | val_loss: 0.0311794 | Time: 7214.17 ms
[2022-04-10 00:29:19 main:574] : INFO : Epoch 1630 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 7159.52 ms
[2022-04-10 00:29:26 main:574] : INFO : Epoch 1631 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 7166.05 ms
[2022-04-10 00:29:34 main:574] : INFO : Epoch 1632 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 7321.36 ms
[2022-04-10 00:29:41 main:574] : INFO : Epoch 1633 | loss: 0.0311699 | val_loss: 0.0311721 | Time: 7061.99 ms
[2022-04-10 00:29:48 main:574] : INFO : Epoch 1634 | loss: 0.031169 | val_loss: 0.0311732 | Time: 7249.65 ms
[2022-04-10 00:29:55 main:574] : INFO : Epoch 1635 | loss: 0.0311688 | val_loss: 0.0311728 | Time: 7234.63 ms
[2022-04-10 00:30:03 main:574] : INFO : Epoch 1636 | loss: 0.0311719 | val_loss: 0.0311747 | Time: 7380.82 ms
[2022-04-10 00:30:10 main:574] : INFO : Epoch 1637 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 7247.25 ms
[2022-04-10 00:30:17 main:574] : INFO : Epoch 1638 | loss: 0.0311693 | val_loss: 0.0311758 | Time: 7293.06 ms
[2022-04-10 00:30:24 main:574] : INFO : Epoch 1639 | loss: 0.0311707 | val_loss: 0.0311746 | Time: 7136.98 ms
[2022-04-10 00:30:31 main:574] : INFO : Epoch 1640 | loss: 0.0311731 | val_loss: 0.0311883 | Time: 7038.33 ms
[2022-04-10 00:30:39 main:574] : INFO : Epoch 1641 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 7208.93 ms
[2022-04-10 00:30:46 main:574] : INFO : Epoch 1642 | loss: 0.031175 | val_loss: 0.0311808 | Time: 7179.76 ms
[2022-04-10 00:30:53 main:574] : INFO : Epoch 1643 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 7211.96 ms
[2022-04-10 00:31:00 main:574] : INFO : Epoch 1644 | loss: 0.03117 | val_loss: 0.0311758 | Time: 7395.75 ms
[2022-04-10 00:31:08 main:574] : INFO : Epoch 1645 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 7308.31 ms
[2022-04-10 00:31:15 main:574] : INFO : Epoch 1646 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 7384.81 ms
[2022-04-10 00:31:22 main:574] : INFO : Epoch 1647 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 7258.8 ms
[2022-04-10 00:31:30 main:574] : INFO : Epoch 1648 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 7190.78 ms
[2022-04-10 00:31:37 main:574] : INFO : Epoch 1649 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 7187.98 ms
[2022-04-10 00:31:44 main:574] : INFO : Epoch 1650 | loss: 0.0311719 | val_loss: 0.0311745 | Time: 7156.63 ms
[2022-04-10 00:31:51 main:574] : INFO : Epoch 1651 | loss: 0.0311716 | val_loss: 0.0311752 | Time: 7433.65 ms
[2022-04-10 00:31:59 main:574] : INFO : Epoch 1652 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 7291.99 ms
[2022-04-10 00:32:06 main:574] : INFO : Epoch 1653 | loss: 0.0311716 | val_loss: 0.0311741 | Time: 7231.07 ms
[2022-04-10 00:32:13 main:574] : INFO : Epoch 1654 | loss: 0.031171 | val_loss: 0.0311723 | Time: 7272.6 ms
[2022-04-10 00:32:20 main:574] : INFO : Epoch 1655 | loss: 0.0311705 | val_loss: 0.0311722 | Time: 7258.08 ms
[2022-04-10 00:32:28 main:574] : INFO : Epoch 1656 | loss: 0.0311699 | val_loss: 0.0311724 | Time: 7158.83 ms
[2022-04-10 00:32:35 main:574] : INFO : Epoch 1657 | loss: 0.0311712 | val_loss: 0.0311742 | Time: 7282.14 ms
[2022-04-10 00:32:42 main:574] : INFO : Epoch 1658 | loss: 0.0311715 | val_loss: 0.031174 | Time: 7134.63 ms
[2022-04-10 00:32:49 main:574] : INFO : Epoch 1659 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 7176.51 ms
[2022-04-10 00:32:56 main:574] : INFO : Epoch 1660 | loss: 0.0311683 | val_loss: 0.0311718 | Time: 7277.19 ms
[2022-04-10 00:33:04 main:574] : INFO : Epoch 1661 | loss: 0.0311681 | val_loss: 0.0311721 | Time: 7218.26 ms
[2022-04-10 00:33:11 main:574] : INFO : Epoch 1662 | loss: 0.0311672 | val_loss: 0.0311728 | Time: 7285.77 ms
[2022-04-10 00:33:18 main:574] : INFO : Epoch 1663 | loss: 0.0311692 | val_loss: 0.0311723 | Time: 7111.66 ms
[2022-04-10 00:33:25 main:574] : INFO : Epoch 1664 | loss: 0.0311716 | val_loss: 0.0311741 | Time: 7173.63 ms
[2022-04-10 00:33:33 main:574] : INFO : Epoch 1665 | loss: 0.0311718 | val_loss: 0.0311737 | Time: 7304.38 ms
[2022-04-10 00:33:40 main:574] : INFO : Epoch 1666 | loss: 0.0311694 | val_loss: 0.0311743 | Time: 7262.33 ms
[2022-04-10 00:33:47 main:574] : INFO : Epoch 1667 | loss: 0.031168 | val_loss: 0.0311722 | Time: 7195.31 ms
[2022-04-10 00:33:54 main:574] : INFO : Epoch 1668 | loss: 0.0311712 | val_loss: 0.0311728 | Time: 7299.97 ms
[2022-04-10 00:34:02 main:574] : INFO : Epoch 1669 | loss: 0.0311698 | val_loss: 0.0311749 | Time: 7188.76 ms
[2022-04-10 00:34:09 main:574] : INFO : Epoch 1670 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 7388.62 ms
[2022-04-10 00:34:16 main:574] : INFO : Epoch 1671 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 7163.72 ms
[2022-04-10 00:34:23 main:574] : INFO : Epoch 1672 | loss: 0.0311706 | val_loss: 0.0311771 | Time: 7344.48 ms
[2022-04-10 00:34:31 main:574] : INFO : Epoch 1673 | loss: 0.031169 | val_loss: 0.031173 | Time: 7446.14 ms
[2022-04-10 00:34:38 main:574] : INFO : Epoch 1674 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 7248.74 ms
[2022-04-10 00:34:45 main:574] : INFO : Epoch 1675 | loss: 0.031168 | val_loss: 0.0311737 | Time: 7208.49 ms
[2022-04-10 00:34:53 main:574] : INFO : Epoch 1676 | loss: 0.0311712 | val_loss: 0.0311765 | Time: 7306.1 ms
[2022-04-10 00:35:00 main:574] : INFO : Epoch 1677 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 7341.89 ms
[2022-04-10 00:35:07 main:574] : INFO : Epoch 1678 | loss: 0.0311729 | val_loss: 0.0311806 | Time: 7291.09 ms
[2022-04-10 00:35:15 main:574] : INFO : Epoch 1679 | loss: 0.0311726 | val_loss: 0.0311747 | Time: 7185.39 ms
[2022-04-10 00:35:22 main:574] : INFO : Epoch 1680 | loss: 0.031168 | val_loss: 0.0311736 | Time: 7415.29 ms
[2022-04-10 00:35:34 main:574] : INFO : Epoch 1681 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 7527.23 ms
[2022-04-10 00:35:42 main:574] : INFO : Epoch 1682 | loss: 0.0311706 | val_loss: 0.0311723 | Time: 7292.54 ms
[2022-04-10 00:35:49 main:574] : INFO : Epoch 1683 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 7203.97 ms
[2022-04-10 00:35:56 main:574] : INFO : Epoch 1684 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 7405.31 ms
[2022-04-10 00:36:04 main:574] : INFO : Epoch 1685 | loss: 0.0311726 | val_loss: 0.0311789 | Time: 7376.23 ms
[2022-04-10 00:36:11 main:574] : INFO : Epoch 1686 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 7217.99 ms
[2022-04-10 00:36:18 main:574] : INFO : Epoch 1687 | loss: 0.0311745 | val_loss: 0.0311744 | Time: 7357.54 ms
[2022-04-10 00:36:26 main:574] : INFO : Epoch 1688 | loss: 0.0311812 | val_loss: 0.0311863 | Time: 7231.43 ms
[2022-04-10 00:36:33 main:574] : INFO : Epoch 1689 | loss: 0.0311787 | val_loss: 0.0311725 | Time: 7230.45 ms
[2022-04-10 00:36:40 main:574] : INFO : Epoch 1690 | loss: 0.0311742 | val_loss: 0.031178 | Time: 7232.98 ms
[2022-04-10 00:36:47 main:574] : INFO : Epoch 1691 | loss: 0.0311756 | val_loss: 0.0311721 | Time: 7243 ms
[2022-04-10 00:36:55 main:574] : INFO : Epoch 1692 | loss: 0.0311742 | val_loss: 0.0311758 | Time: 7497.71 ms
[2022-04-10 00:37:02 main:574] : INFO : Epoch 1693 | loss: 0.0311754 | val_loss: 0.0311713 | Time: 7433.1 ms
[2022-04-10 00:37:09 main:574] : INFO : Epoch 1694 | loss: 0.031173 | val_loss: 0.0311716 | Time: 7204.46 ms
[2022-04-10 00:37:17 main:574] : INFO : Epoch 1695 | loss: 0.0311734 | val_loss: 0.0311721 | Time: 7339.12 ms
[2022-04-10 00:37:24 main:574] : INFO : Epoch 1696 | loss: 0.0311741 | val_loss: 0.0311781 | Time: 7125.96 ms
[2022-04-10 00:37:31 main:574] : INFO : Epoch 1697 | loss: 0.0311743 | val_loss: 0.0311745 | Time: 7250.52 ms
[2022-04-10 00:37:38 main:574] : INFO : Epoch 1698 | loss: 0.0311725 | val_loss: 0.0311717 | Time: 7256.32 ms
[2022-04-10 00:37:46 main:574] : INFO : Epoch 1699 | loss: 0.0311738 | val_loss: 0.031174 | Time: 7296.81 ms
[2022-04-10 00:37:53 main:574] : INFO : Epoch 1700 | loss: 0.0311746 | val_loss: 0.0311743 | Time: 7189.43 ms
[2022-04-10 00:38:00 main:574] : INFO : Epoch 1701 | loss: 0.0311747 | val_loss: 0.0311727 | Time: 7205.74 ms
[2022-04-10 00:38:07 main:574] : INFO : Epoch 1702 | loss: 0.0311781 | val_loss: 0.0311764 | Time: 7285.34 ms
[2022-04-10 00:38:15 main:574] : INFO : Epoch 1703 | loss: 0.0311786 | val_loss: 0.0311723 | Time: 7379.39 ms
[2022-04-10 00:38:22 main:574] : INFO : Epoch 1704 | loss: 0.0311778 | val_loss: 0.0311748 | Time: 7188.91 ms
[2022-04-10 00:38:29 main:574] : INFO : Epoch 1705 | loss: 0.031178 | val_loss: 0.0311738 | Time: 7188.66 ms
[2022-04-10 00:38:37 main:574] : INFO : Epoch 1706 | loss: 0.0311816 | val_loss: 0.0311791 | Time: 7424.84 ms
[2022-04-10 00:38:44 main:574] : INFO : Epoch 1707 | loss: 0.0311776 | val_loss: 0.03118 | Time: 7247.84 ms
[2022-04-10 00:38:51 main:574] : INFO : Epoch 1708 | loss: 0.0311769 | val_loss: 0.0311796 | Time: 7500.82 ms
[2022-04-10 00:38:59 main:574] : INFO : Epoch 1709 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 7186.06 ms
[2022-04-10 00:39:06 main:574] : INFO : Epoch 1710 | loss: 0.0311767 | val_loss: 0.0311766 | Time: 7292.97 ms
[2022-04-10 00:39:13 main:574] : INFO : Epoch 1711 | loss: 0.031176 | val_loss: 0.0311757 | Time: 7134.86 ms
[2022-04-10 00:39:20 main:574] : INFO : Epoch 1712 | loss: 0.0311747 | val_loss: 0.0311745 | Time: 7254.5 ms
[2022-04-10 00:39:27 main:574] : INFO : Epoch 1713 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 7217.88 ms
[2022-04-10 00:39:35 main:574] : INFO : Epoch 1714 | loss: 0.0311748 | val_loss: 0.0311773 | Time: 7460.07 ms
[2022-04-10 00:39:42 main:574] : INFO : Epoch 1715 | loss: 0.0311751 | val_loss: 0.0311734 | Time: 7148.72 ms
[2022-04-10 00:39:49 main:574] : INFO : Epoch 1716 | loss: 0.0311738 | val_loss: 0.031177 | Time: 7074.25 ms
[2022-04-10 00:39:56 main:574] : INFO : Epoch 1717 | loss: 0.031174 | val_loss: 0.0311754 | Time: 7233.7 ms
[2022-04-10 00:40:04 main:574] : INFO : Epoch 1718 | loss: 0.0311743 | val_loss: 0.0311747 | Time: 7322.14 ms
[2022-04-10 00:40:11 main:574] : INFO : Epoch 1719 | loss: 0.0311727 | val_loss: 0.0311781 | Time: 7259.33 ms
[2022-04-10 00:40:18 main:574] : INFO : Epoch 1720 | loss: 0.0311752 | val_loss: 0.0311831 | Time: 7076.86 ms
[2022-04-10 00:40:25 main:574] : INFO : Epoch 1721 | loss: 0.0311729 | val_loss: 0.0311748 | Time: 7132.14 ms
[2022-04-10 00:40:33 main:574] : INFO : Epoch 1722 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 7276.79 ms
[2022-04-10 00:40:40 main:574] : INFO : Epoch 1723 | loss: 0.0311746 | val_loss: 0.0311765 | Time: 7259.28 ms
[2022-04-10 00:40:47 main:574] : INFO : Epoch 1724 | loss: 0.0311728 | val_loss: 0.0311747 | Time: 7277.48 ms
[2022-04-10 00:40:54 main:574] : INFO : Epoch 1725 | loss: 0.0311718 | val_loss: 0.0311747 | Time: 7163.22 ms
[2022-04-10 00:41:01 main:574] : INFO : Epoch 1726 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 7223.2 ms
[2022-04-10 00:41:09 main:574] : INFO : Epoch 1727 | loss: 0.0311745 | val_loss: 0.0311754 | Time: 7309.96 ms
[2022-04-10 00:41:16 main:574] : INFO : Epoch 1728 | loss: 0.0311745 | val_loss: 0.0311769 | Time: 7232.93 ms
[2022-04-10 00:41:23 main:574] : INFO : Epoch 1729 | loss: 0.0311756 | val_loss: 0.0311757 | Time: 7232.64 ms
[2022-04-10 00:41:31 main:574] : INFO : Epoch 1730 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 7322.76 ms
[2022-04-10 00:41:38 main:574] : INFO : Epoch 1731 | loss: 0.0311804 | val_loss: 0.031186 | Time: 7170.73 ms
[2022-04-10 00:41:45 main:574] : INFO : Epoch 1732 | loss: 0.0311775 | val_loss: 0.0311756 | Time: 7167.79 ms
[2022-04-10 00:41:52 main:574] : INFO : Epoch 1733 | loss: 0.0311749 | val_loss: 0.0311738 | Time: 7117.64 ms
[2022-04-10 00:41:59 main:574] : INFO : Epoch 1734 | loss: 0.0311749 | val_loss: 0.0311731 | Time: 7337.51 ms
[2022-04-10 00:42:07 main:574] : INFO : Epoch 1735 | loss: 0.0311743 | val_loss: 0.0311737 | Time: 7167.89 ms
[2022-04-10 00:42:14 main:574] : INFO : Epoch 1736 | loss: 0.031174 | val_loss: 0.0311762 | Time: 7206.77 ms
[2022-04-10 00:42:21 main:574] : INFO : Epoch 1737 | loss: 0.0311746 | val_loss: 0.0311753 | Time: 7155.69 ms
[2022-04-10 00:42:28 main:574] : INFO : Epoch 1738 | loss: 0.0311747 | val_loss: 0.0311749 | Time: 7202.12 ms
[2022-04-10 00:42:35 main:574] : INFO : Epoch 1739 | loss: 0.0311756 | val_loss: 0.0311761 | Time: 7343.13 ms
[2022-04-10 00:42:43 main:574] : INFO : Epoch 1740 | loss: 0.031177 | val_loss: 0.0311747 | Time: 7292.74 ms
[2022-04-10 00:42:50 main:574] : INFO : Epoch 1741 | loss: 0.0311751 | val_loss: 0.0311766 | Time: 7301.54 ms
[2022-04-10 00:42:57 main:574] : INFO : Epoch 1742 | loss: 0.0311762 | val_loss: 0.0311758 | Time: 7225.5 ms
[2022-04-10 00:43:05 main:574] : INFO : Epoch 1743 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 7451.77 ms
[2022-04-10 00:43:12 main:574] : INFO : Epoch 1744 | loss: 0.0311744 | val_loss: 0.0311761 | Time: 7225.46 ms
[2022-04-10 00:43:19 main:574] : INFO : Epoch 1745 | loss: 0.0311746 | val_loss: 0.0311756 | Time: 7151.83 ms
[2022-04-10 00:43:27 main:574] : INFO : Epoch 1746 | loss: 0.0311738 | val_loss: 0.0311747 | Time: 7333.81 ms
[2022-04-10 00:43:34 main:574] : INFO : Epoch 1747 | loss: 0.0311755 | val_loss: 0.031173 | Time: 7052.63 ms
[2022-04-10 00:43:41 main:574] : INFO : Epoch 1748 | loss: 0.0311771 | val_loss: 0.0311743 | Time: 7174.14 ms
[2022-04-10 00:43:48 main:574] : INFO : Epoch 1749 | loss: 0.0311731 | val_loss: 0.0311732 | Time: 7279.82 ms
[2022-04-10 00:43:55 main:574] : INFO : Epoch 1750 | loss: 0.0311742 | val_loss: 0.031175 | Time: 7335.8 ms
[2022-04-10 00:44:03 main:574] : INFO : Epoch 1751 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 7347.12 ms
[2022-04-10 00:44:10 main:574] : INFO : Epoch 1752 | loss: 0.0311769 | val_loss: 0.0311861 | Time: 7165.44 ms
[2022-04-10 00:44:17 main:574] : INFO : Epoch 1753 | loss: 0.0311769 | val_loss: 0.0311746 | Time: 7288.81 ms
[2022-04-10 00:44:24 main:574] : INFO : Epoch 1754 | loss: 0.0311744 | val_loss: 0.0311763 | Time: 7138.8 ms
[2022-04-10 00:44:32 main:574] : INFO : Epoch 1755 | loss: 0.031176 | val_loss: 0.0311766 | Time: 7259.24 ms
[2022-04-10 00:44:39 main:574] : INFO : Epoch 1756 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 7188.37 ms
[2022-04-10 00:44:46 main:574] : INFO : Epoch 1757 | loss: 0.0311767 | val_loss: 0.0311765 | Time: 7216.24 ms
[2022-04-10 00:44:53 main:574] : INFO : Epoch 1758 | loss: 0.0311745 | val_loss: 0.0311891 | Time: 7091.04 ms
[2022-04-10 00:45:00 main:574] : INFO : Epoch 1759 | loss: 0.0311777 | val_loss: 0.0311734 | Time: 7196.88 ms
[2022-04-10 00:45:08 main:574] : INFO : Epoch 1760 | loss: 0.031172 | val_loss: 0.0311757 | Time: 7352.5 ms
[2022-04-10 00:45:15 main:574] : INFO : Epoch 1761 | loss: 0.0311719 | val_loss: 0.0311754 | Time: 7356.97 ms
[2022-04-10 00:45:22 main:574] : INFO : Epoch 1762 | loss: 0.0311712 | val_loss: 0.0311738 | Time: 7077.74 ms
[2022-04-10 00:45:29 main:574] : INFO : Epoch 1763 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 7121.98 ms
[2022-04-10 00:45:37 main:574] : INFO : Epoch 1764 | loss: 0.0311725 | val_loss: 0.0311753 | Time: 7260.15 ms
[2022-04-10 00:45:44 main:574] : INFO : Epoch 1765 | loss: 0.0311732 | val_loss: 0.0311741 | Time: 7189.39 ms
[2022-04-10 00:45:51 main:574] : INFO : Epoch 1766 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 7290.82 ms
[2022-04-10 00:45:58 main:574] : INFO : Epoch 1767 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 7190.36 ms
[2022-04-10 00:46:06 main:574] : INFO : Epoch 1768 | loss: 0.031173 | val_loss: 0.0311764 | Time: 7380.45 ms
[2022-04-10 00:46:13 main:574] : INFO : Epoch 1769 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 7250.74 ms
[2022-04-10 00:46:20 main:574] : INFO : Epoch 1770 | loss: 0.031173 | val_loss: 0.0311771 | Time: 7171.22 ms
[2022-04-10 00:46:27 main:574] : INFO : Epoch 1771 | loss: 0.0311773 | val_loss: 0.0311759 | Time: 7291.66 ms
[2022-04-10 00:46:35 main:574] : INFO : Epoch 1772 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 7204.11 ms
[2022-04-10 00:46:42 main:574] : INFO : Epoch 1773 | loss: 0.0311713 | val_loss: 0.0311746 | Time: 7274.13 ms
[2022-04-10 00:46:49 main:574] : INFO : Epoch 1774 | loss: 0.0311748 | val_loss: 0.0311767 | Time: 7214.4 ms
[2022-04-10 00:46:56 main:574] : INFO : Epoch 1775 | loss: 0.0311758 | val_loss: 0.0311745 | Time: 7184.46 ms
[2022-04-10 00:47:03 main:574] : INFO : Epoch 1776 | loss: 0.0311708 | val_loss: 0.0311776 | Time: 7223.31 ms
[2022-04-10 00:47:11 main:574] : INFO : Epoch 1777 | loss: 0.0311717 | val_loss: 0.0311806 | Time: 7233.01 ms
[2022-04-10 00:47:18 main:574] : INFO : Epoch 1778 | loss: 0.0311723 | val_loss: 0.0311757 | Time: 7491.82 ms
[2022-04-10 00:47:25 main:574] : INFO : Epoch 1779 | loss: 0.0311712 | val_loss: 0.031176 | Time: 7190.65 ms
[2022-04-10 00:47:33 main:574] : INFO : Epoch 1780 | loss: 0.0311712 | val_loss: 0.0311729 | Time: 7175.23 ms
[2022-04-10 00:47:40 main:574] : INFO : Epoch 1781 | loss: 0.0311714 | val_loss: 0.031173 | Time: 7286.52 ms
[2022-04-10 00:47:47 main:574] : INFO : Epoch 1782 | loss: 0.0311751 | val_loss: 0.0311851 | Time: 7152.78 ms
[2022-04-10 00:47:54 main:574] : INFO : Epoch 1783 | loss: 0.0311768 | val_loss: 0.0311739 | Time: 7383.18 ms
[2022-04-10 00:48:02 main:574] : INFO : Epoch 1784 | loss: 0.0311726 | val_loss: 0.0311741 | Time: 7323.35 ms
[2022-04-10 00:48:09 main:574] : INFO : Epoch 1785 | loss: 0.0311705 | val_loss: 0.0311747 | Time: 7181.06 ms
[2022-04-10 00:48:16 main:574] : INFO : Epoch 1786 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 7188.63 ms
[2022-04-10 00:48:23 main:574] : INFO : Epoch 1787 | loss: 0.0311734 | val_loss: 0.0311783 | Time: 7119.6 ms
[2022-04-10 00:48:31 main:574] : INFO : Epoch 1788 | loss: 0.0311757 | val_loss: 0.0311762 | Time: 7394.31 ms
[2022-04-10 00:48:38 main:574] : INFO : Epoch 1789 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 7246.48 ms
[2022-04-10 00:48:45 main:574] : INFO : Epoch 1790 | loss: 0.031176 | val_loss: 0.0311732 | Time: 7252.93 ms
[2022-04-10 00:48:52 main:574] : INFO : Epoch 1791 | loss: 0.0311738 | val_loss: 0.0311727 | Time: 7201.3 ms
[2022-04-10 00:49:00 main:574] : INFO : Epoch 1792 | loss: 0.0311747 | val_loss: 0.0311731 | Time: 7212.91 ms
[2022-04-10 00:49:07 main:574] : INFO : Epoch 1793 | loss: 0.0311758 | val_loss: 0.0311741 | Time: 7272.52 ms
[2022-04-10 00:49:14 main:574] : INFO : Epoch 1794 | loss: 0.031172 | val_loss: 0.0311714 | Time: 7204.89 ms
[2022-04-10 00:49:21 main:574] : INFO : Epoch 1795 | loss: 0.0311714 | val_loss: 0.0311723 | Time: 7214.13 ms
[2022-04-10 00:49:29 main:574] : INFO : Epoch 1796 | loss: 0.0311704 | val_loss: 0.0311705 | Time: 7464.69 ms
[2022-04-10 00:49:36 main:574] : INFO : Epoch 1797 | loss: 0.0311715 | val_loss: 0.0311736 | Time: 7373.6 ms
[2022-04-10 00:49:43 main:574] : INFO : Epoch 1798 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 7111.94 ms
[2022-04-10 00:49:50 main:574] : INFO : Epoch 1799 | loss: 0.0311718 | val_loss: 0.0311739 | Time: 7214.38 ms
[2022-04-10 00:49:58 main:574] : INFO : Epoch 1800 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 7220.82 ms
[2022-04-10 00:50:05 main:574] : INFO : Epoch 1801 | loss: 0.0311727 | val_loss: 0.0311741 | Time: 7220.54 ms
[2022-04-10 00:50:12 main:574] : INFO : Epoch 1802 | loss: 0.0311713 | val_loss: 0.0311727 | Time: 7247.89 ms
[2022-04-10 00:50:20 main:574] : INFO : Epoch 1803 | loss: 0.0311697 | val_loss: 0.0311738 | Time: 7328.9 ms
[2022-04-10 00:50:27 main:574] : INFO : Epoch 1804 | loss: 0.0311706 | val_loss: 0.0311729 | Time: 7392.16 ms
[2022-04-10 00:50:34 main:574] : INFO : Epoch 1805 | loss: 0.0311696 | val_loss: 0.031172 | Time: 7327.72 ms
[2022-04-10 00:50:42 main:574] : INFO : Epoch 1806 | loss: 0.031171 | val_loss: 0.0311741 | Time: 7304.23 ms
[2022-04-10 00:50:49 main:574] : INFO : Epoch 1807 | loss: 0.0311713 | val_loss: 0.0311733 | Time: 7256.12 ms
[2022-04-10 00:50:56 main:574] : INFO : Epoch 1808 | loss: 0.03117 | val_loss: 0.0311745 | Time: 7166.8 ms
[2022-04-10 00:51:03 main:574] : INFO : Epoch 1809 | loss: 0.0311686 | val_loss: 0.0311716 | Time: 7231.81 ms
[2022-04-10 00:51:11 main:574] : INFO : Epoch 1810 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 7372.23 ms
[2022-04-10 00:51:18 main:574] : INFO : Epoch 1811 | loss: 0.0311715 | val_loss: 0.0311773 | Time: 7471.33 ms
[2022-04-10 00:51:25 main:574] : INFO : Epoch 1812 | loss: 0.031175 | val_loss: 0.0311749 | Time: 7249 ms
[2022-04-10 00:51:33 main:574] : INFO : Epoch 1813 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 7261.65 ms
[2022-04-10 00:51:40 main:574] : INFO : Epoch 1814 | loss: 0.0311717 | val_loss: 0.0311733 | Time: 7374.24 ms
[2022-04-10 00:51:47 main:574] : INFO : Epoch 1815 | loss: 0.0311694 | val_loss: 0.0311742 | Time: 7498.57 ms
[2022-04-10 00:51:55 main:574] : INFO : Epoch 1816 | loss: 0.0311723 | val_loss: 0.0311737 | Time: 7896.07 ms
[2022-04-10 00:52:03 main:574] : INFO : Epoch 1817 | loss: 0.0311722 | val_loss: 0.0311743 | Time: 7927.82 ms
[2022-04-10 00:52:11 main:574] : INFO : Epoch 1818 | loss: 0.0311748 | val_loss: 0.0311757 | Time: 7531.87 ms
[2022-04-10 00:52:18 main:574] : INFO : Epoch 1819 | loss: 0.031171 | val_loss: 0.0311725 | Time: 7342.41 ms
[2022-04-10 00:52:25 main:574] : INFO : Epoch 1820 | loss: 0.0311702 | val_loss: 0.0311739 | Time: 7206.4 ms
[2022-04-10 00:52:33 main:574] : INFO : Epoch 1821 | loss: 0.0311693 | val_loss: 0.0311713 | Time: 7179.7 ms
[2022-04-10 00:52:40 main:574] : INFO : Epoch 1822 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 7123.29 ms
[2022-04-10 00:52:47 main:574] : INFO : Epoch 1823 | loss: 0.0311731 | val_loss: 0.0311722 | Time: 7236 ms
[2022-04-10 00:52:54 main:574] : INFO : Epoch 1824 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 7152.29 ms
[2022-04-10 00:53:01 main:574] : INFO : Epoch 1825 | loss: 0.0311697 | val_loss: 0.0311715 | Time: 7251.93 ms
[2022-04-10 00:53:09 main:574] : INFO : Epoch 1826 | loss: 0.0311679 | val_loss: 0.0311717 | Time: 7153.05 ms
[2022-04-10 00:53:16 main:574] : INFO : Epoch 1827 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 7246.15 ms
[2022-04-10 00:53:23 main:574] : INFO : Epoch 1828 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 7214.92 ms
[2022-04-10 00:53:30 main:574] : INFO : Epoch 1829 | loss: 0.0311705 | val_loss: 0.0311738 | Time: 7242.79 ms
[2022-04-10 00:53:37 main:574] : INFO : Epoch 1830 | loss: 0.0311773 | val_loss: 0.0311791 | Time: 7098.23 ms
[2022-04-10 00:53:45 main:574] : INFO : Epoch 1831 | loss: 0.0311808 | val_loss: 0.0311855 | Time: 7249.64 ms
[2022-04-10 00:53:52 main:574] : INFO : Epoch 1832 | loss: 0.0311824 | val_loss: 0.0311776 | Time: 7020.5 ms
[2022-04-10 00:53:59 main:574] : INFO : Epoch 1833 | loss: 0.0311807 | val_loss: 0.0311782 | Time: 7270.59 ms
[2022-04-10 00:54:06 main:574] : INFO : Epoch 1834 | loss: 0.0311771 | val_loss: 0.0311758 | Time: 7340.58 ms
[2022-04-10 00:54:13 main:574] : INFO : Epoch 1835 | loss: 0.0311764 | val_loss: 0.0311776 | Time: 7209.81 ms
[2022-04-10 00:54:21 main:574] : INFO : Epoch 1836 | loss: 0.0311795 | val_loss: 0.0311769 | Time: 7159.55 ms
[2022-04-10 00:54:28 main:574] : INFO : Epoch 1837 | loss: 0.0311753 | val_loss: 0.0311766 | Time: 7371.75 ms
[2022-04-10 00:54:35 main:574] : INFO : Epoch 1838 | loss: 0.0311741 | val_loss: 0.0311758 | Time: 7407.29 ms
[2022-04-10 00:54:43 main:574] : INFO : Epoch 1839 | loss: 0.0311732 | val_loss: 0.0311752 | Time: 7397.39 ms
[2022-04-10 00:54:50 main:574] : INFO : Epoch 1840 | loss: 0.0311753 | val_loss: 0.0311737 | Time: 7288.05 ms
[2022-04-10 00:54:57 main:574] : INFO : Epoch 1841 | loss: 0.0311735 | val_loss: 0.0311741 | Time: 7325.53 ms
[2022-04-10 00:55:05 main:574] : INFO : Epoch 1842 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 7305.83 ms
[2022-04-10 00:55:12 main:574] : INFO : Epoch 1843 | loss: 0.0311761 | val_loss: 0.0311756 | Time: 7222.93 ms
[2022-04-10 00:55:19 main:574] : INFO : Epoch 1844 | loss: 0.0311755 | val_loss: 0.0311754 | Time: 7137.04 ms
[2022-04-10 00:55:26 main:574] : INFO : Epoch 1845 | loss: 0.0311735 | val_loss: 0.0311746 | Time: 7173.76 ms
[2022-04-10 00:55:34 main:574] : INFO : Epoch 1846 | loss: 0.0311754 | val_loss: 0.031174 | Time: 7257.35 ms
[2022-04-10 00:55:41 main:574] : INFO : Epoch 1847 | loss: 0.0311742 | val_loss: 0.0311746 | Time: 7098.15 ms
[2022-04-10 00:55:48 main:574] : INFO : Epoch 1848 | loss: 0.0311744 | val_loss: 0.0311805 | Time: 7078.23 ms
[2022-04-10 00:55:55 main:574] : INFO : Epoch 1849 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 7279.72 ms
[2022-04-10 00:56:02 main:574] : INFO : Epoch 1850 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 7227.56 ms
[2022-04-10 00:56:09 main:574] : INFO : Epoch 1851 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 7159.4 ms
[2022-04-10 00:56:17 main:574] : INFO : Epoch 1852 | loss: 0.0311742 | val_loss: 0.0311835 | Time: 7266.99 ms
[2022-04-10 00:56:24 main:574] : INFO : Epoch 1853 | loss: 0.0311743 | val_loss: 0.0311757 | Time: 7306.54 ms
[2022-04-10 00:56:31 main:574] : INFO : Epoch 1854 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 7192 ms
[2022-04-10 00:56:38 main:574] : INFO : Epoch 1855 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 7189.85 ms
[2022-04-10 00:56:46 main:574] : INFO : Epoch 1856 | loss: 0.0311717 | val_loss: 0.031174 | Time: 7254.41 ms
[2022-04-10 00:56:53 main:574] : INFO : Epoch 1857 | loss: 0.0311717 | val_loss: 0.031174 | Time: 7209.3 ms
[2022-04-10 00:57:00 main:574] : INFO : Epoch 1858 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 7271.28 ms
[2022-04-10 00:57:07 main:574] : INFO : Epoch 1859 | loss: 0.0311747 | val_loss: 0.0311751 | Time: 7000.87 ms
[2022-04-10 00:57:14 main:574] : INFO : Epoch 1860 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 7239.24 ms
[2022-04-10 00:57:22 main:574] : INFO : Epoch 1861 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 7095.16 ms
[2022-04-10 00:57:29 main:574] : INFO : Epoch 1862 | loss: 0.0311738 | val_loss: 0.0311769 | Time: 7360.28 ms
[2022-04-10 00:57:36 main:574] : INFO : Epoch 1863 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 7270.52 ms
[2022-04-10 00:57:43 main:574] : INFO : Epoch 1864 | loss: 0.0311723 | val_loss: 0.031175 | Time: 7266.38 ms
[2022-04-10 00:57:51 main:574] : INFO : Epoch 1865 | loss: 0.031173 | val_loss: 0.0311725 | Time: 7152.58 ms
[2022-04-10 00:57:58 main:574] : INFO : Epoch 1866 | loss: 0.0311718 | val_loss: 0.0311731 | Time: 7175.26 ms
[2022-04-10 00:58:05 main:574] : INFO : Epoch 1867 | loss: 0.0311719 | val_loss: 0.0311742 | Time: 7169.49 ms
[2022-04-10 00:58:12 main:574] : INFO : Epoch 1868 | loss: 0.0311731 | val_loss: 0.0311827 | Time: 7188.24 ms
[2022-04-10 00:58:19 main:574] : INFO : Epoch 1869 | loss: 0.0311721 | val_loss: 0.0311743 | Time: 7227.62 ms
[2022-04-10 00:58:27 main:574] : INFO : Epoch 1870 | loss: 0.03117 | val_loss: 0.0311742 | Time: 7182.89 ms
[2022-04-10 00:58:34 main:574] : INFO : Epoch 1871 | loss: 0.0311703 | val_loss: 0.0311763 | Time: 7134.66 ms
[2022-04-10 00:58:41 main:574] : INFO : Epoch 1872 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 6981.78 ms
[2022-04-10 00:58:48 main:574] : INFO : Epoch 1873 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 7299.15 ms
[2022-04-10 00:58:55 main:574] : INFO : Epoch 1874 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 7263.34 ms
[2022-04-10 00:59:02 main:574] : INFO : Epoch 1875 | loss: 0.0311758 | val_loss: 0.0311742 | Time: 7162.28 ms
[2022-04-10 00:59:10 main:574] : INFO : Epoch 1876 | loss: 0.0311726 | val_loss: 0.0311788 | Time: 7331.5 ms
[2022-04-10 00:59:17 main:574] : INFO : Epoch 1877 | loss: 0.0311739 | val_loss: 0.03118 | Time: 7314.25 ms
[2022-04-10 00:59:24 main:574] : INFO : Epoch 1878 | loss: 0.0311758 | val_loss: 0.031173 | Time: 7168.54 ms
[2022-04-10 00:59:32 main:574] : INFO : Epoch 1879 | loss: 0.0311792 | val_loss: 0.0311727 | Time: 7262.85 ms
[2022-04-10 00:59:39 main:574] : INFO : Epoch 1880 | loss: 0.0311724 | val_loss: 0.0311758 | Time: 7132.63 ms
[2022-04-10 00:59:46 main:574] : INFO : Epoch 1881 | loss: 0.0311703 | val_loss: 0.0311728 | Time: 7295.11 ms
[2022-04-10 00:59:53 main:574] : INFO : Epoch 1882 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 7313.63 ms
[2022-04-10 01:00:01 main:574] : INFO : Epoch 1883 | loss: 0.0311704 | val_loss: 0.0311737 | Time: 7336.31 ms
[2022-04-10 01:00:08 main:574] : INFO : Epoch 1884 | loss: 0.0311696 | val_loss: 0.0311734 | Time: 7406.98 ms
[2022-04-10 01:00:15 main:574] : INFO : Epoch 1885 | loss: 0.0311686 | val_loss: 0.031173 | Time: 7311.3 ms
[2022-04-10 01:00:23 main:574] : INFO : Epoch 1886 | loss: 0.0311691 | val_loss: 0.0311729 | Time: 7157.35 ms
[2022-04-10 01:00:30 main:574] : INFO : Epoch 1887 | loss: 0.0311702 | val_loss: 0.0311808 | Time: 7160.31 ms
[2022-04-10 01:00:37 main:574] : INFO : Epoch 1888 | loss: 0.0311738 | val_loss: 0.0311737 | Time: 7327.07 ms
[2022-04-10 01:00:44 main:574] : INFO : Epoch 1889 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 7295.38 ms
[2022-04-10 01:00:52 main:574] : INFO : Epoch 1890 | loss: 0.0311695 | val_loss: 0.0311782 | Time: 7180.18 ms
[2022-04-10 01:00:59 main:574] : INFO : Epoch 1891 | loss: 0.0311711 | val_loss: 0.0311723 | Time: 7261.96 ms
[2022-04-10 01:01:06 main:574] : INFO : Epoch 1892 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 7283.51 ms
[2022-04-10 01:01:13 main:574] : INFO : Epoch 1893 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 7170.58 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce MX350)
[2022-04-10 18:09:30 main:435] : INFO : Set logging level to 1
[2022-04-10 18:09:30 main:441] : INFO : Running in BOINC Client mode
[2022-04-10 18:09:30 main:444] : INFO : Resolving all filenames
[2022-04-10 18:09:30 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-10 18:09:30 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-10 18:09:30 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-10 18:09:30 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-10 18:09:30 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-10 18:09:30 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-10 18:09:30 main:474] : INFO : Configuration:
[2022-04-10 18:09:30 main:475] : INFO : Model type: GRU
[2022-04-10 18:09:30 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-10 18:09:30 main:477] : INFO : Max Epochs: 2048
[2022-04-10 18:09:30 main:478] : INFO : Batch Size: 128
[2022-04-10 18:09:30 main:479] : INFO : Learning Rate: 0.01
[2022-04-10 18:09:30 main:480] : INFO : Patience: 10
[2022-04-10 18:09:30 main:481] : INFO : Hidden Width: 12
[2022-04-10 18:09:30 main:482] : INFO : # Recurrent Layers: 4
[2022-04-10 18:09:30 main:483] : INFO : # Backend Layers: 4
[2022-04-10 18:09:30 main:484] : INFO : # Threads: 1
[2022-04-10 18:09:30 main:486] : INFO : Preparing Dataset
[2022-04-10 18:09:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-10 18:09:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-10 18:09:34 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-10 18:09:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-10 18:09:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-10 18:09:34 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-10 18:09:34 main:494] : INFO : Creating Model
[2022-04-10 18:09:34 main:507] : INFO : Preparing config file
[2022-04-10 18:09:34 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-10 18:09:34 main:512] : INFO : Loading config
[2022-04-10 18:09:34 main:514] : INFO : Loading state
[2022-04-10 18:09:36 main:559] : INFO : Loading DataLoader into Memory
[2022-04-10 18:09:36 main:562] : INFO : Starting Training
[2022-04-10 18:09:52 main:574] : INFO : Epoch 1874 | loss: 0.0313003 | val_loss: 0.0312048 | Time: 15530.2 ms
[2022-04-10 18:09:58 main:574] : INFO : Epoch 1875 | loss: 0.0311853 | val_loss: 0.0311813 | Time: 5864.32 ms
[2022-04-10 18:10:04 main:574] : INFO : Epoch 1876 | loss: 0.0311755 | val_loss: 0.0311751 | Time: 6036.53 ms
[2022-04-10 18:10:10 main:574] : INFO : Epoch 1877 | loss: 0.0311801 | val_loss: 0.0311766 | Time: 5935.88 ms
[2022-04-10 18:10:16 main:574] : INFO : Epoch 1878 | loss: 0.0311745 | val_loss: 0.031174 | Time: 6196.36 ms
[2022-04-10 18:10:22 main:574] : INFO : Epoch 1879 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 5952.54 ms
[2022-04-10 18:10:28 main:574] : INFO : Epoch 1880 | loss: 0.0311709 | val_loss: 0.0311731 | Time: 5880.1 ms
[2022-04-10 18:10:34 main:574] : INFO : Epoch 1881 | loss: 0.0311722 | val_loss: 0.0311732 | Time: 5978.35 ms
[2022-04-10 18:10:40 main:574] : INFO : Epoch 1882 | loss: 0.0311712 | val_loss: 0.0311695 | Time: 6066.81 ms
[2022-04-10 18:10:48 main:574] : INFO : Epoch 1883 | loss: 0.031171 | val_loss: 0.0311766 | Time: 8272.83 ms
[2022-04-10 18:11:03 main:574] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.0311719 | Time: 14609 ms
[2022-04-10 18:11:09 main:574] : INFO : Epoch 1885 | loss: 0.03117 | val_loss: 0.0311725 | Time: 6077.96 ms
[2022-04-10 18:11:15 main:574] : INFO : Epoch 1886 | loss: 0.0311714 | val_loss: 0.0311755 | Time: 6172.86 ms
[2022-04-10 18:11:21 main:574] : INFO : Epoch 1887 | loss: 0.0311717 | val_loss: 0.0311701 | Time: 6108.93 ms
[2022-04-10 18:11:51 main:574] : INFO : Epoch 1888 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 29877.7 ms
[2022-04-10 18:12:10 main:574] : INFO : Epoch 1889 | loss: 0.03117 | val_loss: 0.0311702 | Time: 18561.3 ms
[2022-04-10 18:12:17 main:574] : INFO : Epoch 1890 | loss: 0.0311694 | val_loss: 0.0311703 | Time: 7267.2 ms
[2022-04-10 18:12:24 main:574] : INFO : Epoch 1891 | loss: 0.0311686 | val_loss: 0.0311773 | Time: 7420.64 ms
[2022-04-10 18:12:31 main:574] : INFO : Epoch 1892 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 7043.44 ms
[2022-04-10 18:12:39 main:574] : INFO : Epoch 1893 | loss: 0.0311682 | val_loss: 0.0311722 | Time: 7566.94 ms
[2022-04-10 18:12:47 main:574] : INFO : Epoch 1894 | loss: 0.0311675 | val_loss: 0.0311696 | Time: 8228.45 ms
[2022-04-10 18:13:05 main:574] : INFO : Epoch 1895 | loss: 0.0311684 | val_loss: 0.0311739 | Time: 17314.2 ms
[2022-04-10 18:13:12 main:574] : INFO : Epoch 1896 | loss: 0.0311671 | val_loss: 0.0311695 | Time: 7278.4 ms
[2022-04-10 18:13:19 main:574] : INFO : Epoch 1897 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 7134.1 ms
[2022-04-10 18:13:26 main:574] : INFO : Epoch 1898 | loss: 0.0311662 | val_loss: 0.0311724 | Time: 7118.24 ms
[2022-04-10 18:13:33 main:574] : INFO : Epoch 1899 | loss: 0.0311687 | val_loss: 0.0311711 | Time: 6915.84 ms
[2022-04-10 18:13:40 main:574] : INFO : Epoch 1900 | loss: 0.0311668 | val_loss: 0.0311692 | Time: 6989.46 ms
[2022-04-10 18:13:47 main:574] : INFO : Epoch 1901 | loss: 0.0311675 | val_loss: 0.0311695 | Time: 7038.12 ms
[2022-04-10 18:13:55 main:574] : INFO : Epoch 1902 | loss: 0.0311675 | val_loss: 0.031169 | Time: 8096.44 ms
[2022-04-10 18:14:03 main:574] : INFO : Epoch 1903 | loss: 0.0311675 | val_loss: 0.031169 | Time: 8147.27 ms
[2022-04-10 18:14:11 main:574] : INFO : Epoch 1904 | loss: 0.0311675 | val_loss: 0.0311698 | Time: 7685.42 ms
[2022-04-10 18:14:19 main:574] : INFO : Epoch 1905 | loss: 0.0311676 | val_loss: 0.0311701 | Time: 7983.64 ms
[2022-04-10 18:14:27 main:574] : INFO : Epoch 1906 | loss: 0.0311675 | val_loss: 0.0311695 | Time: 7876.17 ms
[2022-04-10 18:14:35 main:574] : INFO : Epoch 1907 | loss: 0.0311665 | val_loss: 0.0311712 | Time: 8048.11 ms
[2022-04-10 18:14:43 main:574] : INFO : Epoch 1908 | loss: 0.031167 | val_loss: 0.0311698 | Time: 8201.79 ms
[2022-04-10 18:14:51 main:574] : INFO : Epoch 1909 | loss: 0.031165 | val_loss: 0.0311726 | Time: 8001.36 ms
[2022-04-10 18:14:59 main:574] : INFO : Epoch 1910 | loss: 0.0311652 | val_loss: 0.0311705 | Time: 7993.02 ms
[2022-04-10 18:15:07 main:574] : INFO : Epoch 1911 | loss: 0.0311655 | val_loss: 0.0311721 | Time: 7945.06 ms
[2022-04-10 18:15:15 main:574] : INFO : Epoch 1912 | loss: 0.031165 | val_loss: 0.031169 | Time: 7941.03 ms
[2022-04-10 18:15:23 main:574] : INFO : Epoch 1913 | loss: 0.0311665 | val_loss: 0.0311737 | Time: 8024.41 ms
[2022-04-10 18:15:31 main:574] : INFO : Epoch 1914 | loss: 0.0311661 | val_loss: 0.0311693 | Time: 7963.66 ms
[2022-04-10 18:15:39 main:574] : INFO : Epoch 1915 | loss: 0.0311668 | val_loss: 0.0311697 | Time: 8002.26 ms
[2022-04-10 18:15:47 main:574] : INFO : Epoch 1916 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 7980.78 ms
[2022-04-10 18:15:55 main:574] : INFO : Epoch 1917 | loss: 0.0311675 | val_loss: 0.0311711 | Time: 7920.42 ms
[2022-04-10 18:16:03 main:574] : INFO : Epoch 1918 | loss: 0.0311663 | val_loss: 0.0311697 | Time: 7895.69 ms
[2022-04-10 18:16:11 main:574] : INFO : Epoch 1919 | loss: 0.0311692 | val_loss: 0.0311723 | Time: 8491.95 ms
[2022-04-10 18:16:20 main:574] : INFO : Epoch 1920 | loss: 0.0311704 | val_loss: 0.0311714 | Time: 8311.09 ms
[2022-04-10 18:16:28 main:574] : INFO : Epoch 1921 | loss: 0.0311684 | val_loss: 0.031171 | Time: 8117.44 ms
[2022-04-10 18:16:36 main:574] : INFO : Epoch 1922 | loss: 0.0311691 | val_loss: 0.0311715 | Time: 8154.02 ms
[2022-04-10 18:16:44 main:574] : INFO : Epoch 1923 | loss: 0.0311686 | val_loss: 0.0311718 | Time: 8115.17 ms
[2022-04-10 18:16:52 main:574] : INFO : Epoch 1924 | loss: 0.0311669 | val_loss: 0.0311684 | Time: 8151.28 ms
[2022-04-10 18:17:00 main:574] : INFO : Epoch 1925 | loss: 0.0311663 | val_loss: 0.0311682 | Time: 8130.81 ms
[2022-04-10 18:17:09 main:574] : INFO : Epoch 1926 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 8039.6 ms
[2022-04-10 18:17:17 main:574] : INFO : Epoch 1927 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 8026.87 ms
[2022-04-10 18:17:25 main:574] : INFO : Epoch 1928 | loss: 0.031165 | val_loss: 0.0311689 | Time: 8053.21 ms
[2022-04-10 18:17:33 main:574] : INFO : Epoch 1929 | loss: 0.0311669 | val_loss: 0.0311715 | Time: 8087.04 ms
[2022-04-10 18:17:41 main:574] : INFO : Epoch 1930 | loss: 0.031167 | val_loss: 0.0311672 | Time: 8145.47 ms
[2022-04-10 18:17:49 main:574] : INFO : Epoch 1931 | loss: 0.0311653 | val_loss: 0.03117 | Time: 7969.68 ms
[2022-04-10 18:17:57 main:574] : INFO : Epoch 1932 | loss: 0.0311664 | val_loss: 0.0311752 | Time: 8093.08 ms
[2022-04-10 18:18:05 main:574] : INFO : Epoch 1933 | loss: 0.0311674 | val_loss: 0.0311698 | Time: 8204.81 ms
[2022-04-10 18:18:13 main:574] : INFO : Epoch 1934 | loss: 0.0311687 | val_loss: 0.0311727 | Time: 8208.44 ms
[2022-04-10 18:18:22 main:574] : INFO : Epoch 1935 | loss: 0.0311693 | val_loss: 0.0311719 | Time: 8255.88 ms
[2022-04-10 18:18:30 main:574] : INFO : Epoch 1936 | loss: 0.0311664 | val_loss: 0.0311707 | Time: 8196.22 ms
[2022-04-10 18:18:38 main:574] : INFO : Epoch 1937 | loss: 0.0311673 | val_loss: 0.0311695 | Time: 8010.21 ms
[2022-04-10 18:18:46 main:574] : INFO : Epoch 1938 | loss: 0.0311661 | val_loss: 0.031172 | Time: 8222.85 ms
[2022-04-10 18:18:54 main:574] : INFO : Epoch 1939 | loss: 0.0311663 | val_loss: 0.0311685 | Time: 8078.01 ms
[2022-04-10 18:19:02 main:574] : INFO : Epoch 1940 | loss: 0.0311671 | val_loss: 0.0311709 | Time: 8153.92 ms
[2022-04-10 18:19:10 main:574] : INFO : Epoch 1941 | loss: 0.0311654 | val_loss: 0.0311718 | Time: 8192.43 ms
[2022-04-10 18:19:18 main:574] : INFO : Epoch 1942 | loss: 0.031165 | val_loss: 0.0311704 | Time: 7981.84 ms
[2022-04-10 18:19:27 main:574] : INFO : Epoch 1943 | loss: 0.0311674 | val_loss: 0.0311694 | Time: 8185.02 ms
[2022-04-10 18:19:35 main:574] : INFO : Epoch 1944 | loss: 0.031166 | val_loss: 0.0311771 | Time: 8130.09 ms
[2022-04-10 18:19:43 main:574] : INFO : Epoch 1945 | loss: 0.0311666 | val_loss: 0.0311708 | Time: 8183.87 ms
[2022-04-10 18:19:51 main:574] : INFO : Epoch 1946 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 8130.74 ms
[2022-04-10 18:19:59 main:574] : INFO : Epoch 1947 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 7943.82 ms
[2022-04-10 18:20:07 main:574] : INFO : Epoch 1948 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 8095.76 ms
[2022-04-10 18:20:15 main:574] : INFO : Epoch 1949 | loss: 0.0311672 | val_loss: 0.0311694 | Time: 8173.82 ms
[2022-04-10 18:20:24 main:574] : INFO : Epoch 1950 | loss: 0.0311686 | val_loss: 0.0311716 | Time: 8161.44 ms
[2022-04-10 18:20:32 main:574] : INFO : Epoch 1951 | loss: 0.0311678 | val_loss: 0.031169 | Time: 8220.64 ms
[2022-04-10 18:20:40 main:574] : INFO : Epoch 1952 | loss: 0.0311673 | val_loss: 0.0311689 | Time: 8225.67 ms
[2022-04-10 18:20:49 main:574] : INFO : Epoch 1953 | loss: 0.0311652 | val_loss: 0.0311706 | Time: 8725.97 ms
[2022-04-10 18:20:57 main:574] : INFO : Epoch 1954 | loss: 0.0311655 | val_loss: 0.0311681 | Time: 8156.93 ms
[2022-04-10 18:21:05 main:574] : INFO : Epoch 1955 | loss: 0.0311644 | val_loss: 0.031172 | Time: 7905.78 ms
[2022-04-10 18:21:13 main:574] : INFO : Epoch 1956 | loss: 0.0311673 | val_loss: 0.0311712 | Time: 7999.35 ms
[2022-04-10 18:21:21 main:574] : INFO : Epoch 1957 | loss: 0.0311665 | val_loss: 0.0311716 | Time: 7958.5 ms
[2022-04-10 18:21:29 main:574] : INFO : Epoch 1958 | loss: 0.0311681 | val_loss: 0.0311698 | Time: 8489.08 ms
[2022-04-10 18:21:38 main:574] : INFO : Epoch 1959 | loss: 0.0311663 | val_loss: 0.0311711 | Time: 8256.89 ms
[2022-04-10 18:21:46 main:574] : INFO : Epoch 1960 | loss: 0.0311664 | val_loss: 0.0311692 | Time: 8014.92 ms
[2022-04-10 18:21:54 main:574] : INFO : Epoch 1961 | loss: 0.0311649 | val_loss: 0.0311691 | Time: 8051.7 ms
[2022-04-10 18:22:01 main:574] : INFO : Epoch 1962 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 7849.3 ms
[2022-04-10 18:22:09 main:574] : INFO : Epoch 1963 | loss: 0.0311674 | val_loss: 0.0311693 | Time: 7954.36 ms
[2022-04-10 18:22:18 main:574] : INFO : Epoch 1964 | loss: 0.0311649 | val_loss: 0.031168 | Time: 8070.44 ms
[2022-04-10 18:22:26 main:574] : INFO : Epoch 1965 | loss: 0.0311661 | val_loss: 0.0311726 | Time: 8081.61 ms
[2022-04-10 18:22:34 main:574] : INFO : Epoch 1966 | loss: 0.0311731 | val_loss: 0.0311836 | Time: 7982.51 ms
[2022-04-10 18:22:42 main:574] : INFO : Epoch 1967 | loss: 0.0311695 | val_loss: 0.0311705 | Time: 8053.14 ms
[2022-04-10 18:22:50 main:574] : INFO : Epoch 1968 | loss: 0.0311682 | val_loss: 0.0311708 | Time: 7990.07 ms
[2022-04-10 18:22:58 main:574] : INFO : Epoch 1969 | loss: 0.0311673 | val_loss: 0.0311709 | Time: 8035.81 ms
[2022-04-10 18:23:06 main:574] : INFO : Epoch 1970 | loss: 0.0311666 | val_loss: 0.0311719 | Time: 7919.52 ms
[2022-04-10 18:23:14 main:574] : INFO : Epoch 1971 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 7935.44 ms
[2022-04-10 18:23:22 main:574] : INFO : Epoch 1972 | loss: 0.0311684 | val_loss: 0.0311728 | Time: 7950.2 ms
[2022-04-10 18:23:30 main:574] : INFO : Epoch 1973 | loss: 0.0311678 | val_loss: 0.0311693 | Time: 8098.07 ms
[2022-04-10 18:23:38 main:574] : INFO : Epoch 1974 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 8187.54 ms
[2022-04-10 18:23:46 main:574] : INFO : Epoch 1975 | loss: 0.0311661 | val_loss: 0.03117 | Time: 8118.28 ms
[2022-04-10 18:23:54 main:574] : INFO : Epoch 1976 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 7962.18 ms
[2022-04-10 18:24:02 main:574] : INFO : Epoch 1977 | loss: 0.0311649 | val_loss: 0.0311686 | Time: 8075.04 ms
[2022-04-10 18:24:10 main:574] : INFO : Epoch 1978 | loss: 0.0311641 | val_loss: 0.0311708 | Time: 7962.64 ms
[2022-04-10 18:24:18 main:574] : INFO : Epoch 1979 | loss: 0.0311666 | val_loss: 0.0311686 | Time: 7985.94 ms
[2022-04-10 18:24:26 main:574] : INFO : Epoch 1980 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 8012.64 ms
[2022-04-10 18:24:35 main:574] : INFO : Epoch 1981 | loss: 0.0311632 | val_loss: 0.0311688 | Time: 8528.79 ms
[2022-04-10 18:24:43 main:574] : INFO : Epoch 1982 | loss: 0.0311629 | val_loss: 0.0311678 | Time: 8677.66 ms
[2022-04-10 18:24:51 main:574] : INFO : Epoch 1983 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 7997.36 ms
[2022-04-10 18:25:00 main:574] : INFO : Epoch 1984 | loss: 0.0311626 | val_loss: 0.03117 | Time: 7909.88 ms
[2022-04-10 18:25:07 main:574] : INFO : Epoch 1985 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 7969.44 ms
[2022-04-10 18:25:16 main:574] : INFO : Epoch 1986 | loss: 0.0311631 | val_loss: 0.031172 | Time: 8159.34 ms
[2022-04-10 18:25:24 main:574] : INFO : Epoch 1987 | loss: 0.0311635 | val_loss: 0.0311672 | Time: 8213.81 ms
[2022-04-10 18:25:32 main:574] : INFO : Epoch 1988 | loss: 0.0311639 | val_loss: 0.0311687 | Time: 8130.77 ms
[2022-04-10 18:25:40 main:574] : INFO : Epoch 1989 | loss: 0.031164 | val_loss: 0.0311676 | Time: 8214.37 ms
[2022-04-10 18:25:59 main:574] : INFO : Epoch 1990 | loss: 0.0311625 | val_loss: 0.0311664 | Time: 18949 ms
[2022-04-10 18:26:07 main:574] : INFO : Epoch 1991 | loss: 0.0311648 | val_loss: 0.0311739 | Time: 8100.84 ms
[2022-04-10 18:26:16 main:574] : INFO : Epoch 1992 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 8062.08 ms
[2022-04-10 18:26:24 main:574] : INFO : Epoch 1993 | loss: 0.0311666 | val_loss: 0.0311754 | Time: 8132.14 ms
[2022-04-10 18:26:32 main:574] : INFO : Epoch 1994 | loss: 0.0311637 | val_loss: 0.0311721 | Time: 8077.86 ms
[2022-04-10 18:26:40 main:574] : INFO : Epoch 1995 | loss: 0.0311633 | val_loss: 0.0311717 | Time: 7982.1 ms
[2022-04-10 18:26:48 main:574] : INFO : Epoch 1996 | loss: 0.0311624 | val_loss: 0.0311698 | Time: 7985.86 ms
[2022-04-10 18:26:56 main:574] : INFO : Epoch 1997 | loss: 0.0311625 | val_loss: 0.0311743 | Time: 8159.71 ms
[2022-04-10 18:27:04 main:574] : INFO : Epoch 1998 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 8140.68 ms
[2022-04-10 18:27:12 main:574] : INFO : Epoch 1999 | loss: 0.0311634 | val_loss: 0.0311771 | Time: 8108.96 ms
[2022-04-10 18:27:20 main:574] : INFO : Epoch 2000 | loss: 0.031162 | val_loss: 0.03117 | Time: 8013.58 ms
[2022-04-10 18:27:28 main:574] : INFO : Epoch 2001 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 8026.66 ms
[2022-04-10 18:27:36 main:574] : INFO : Epoch 2002 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 7966.92 ms
[2022-04-10 18:27:45 main:574] : INFO : Epoch 2003 | loss: 0.0311649 | val_loss: 0.0311745 | Time: 8255.03 ms
[2022-04-10 18:27:53 main:574] : INFO : Epoch 2004 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 8264.41 ms
[2022-04-10 18:28:01 main:574] : INFO : Epoch 2005 | loss: 0.0311621 | val_loss: 0.03117 | Time: 8032.33 ms
[2022-04-10 18:28:09 main:574] : INFO : Epoch 2006 | loss: 0.0311647 | val_loss: 0.0311688 | Time: 7982.05 ms
[2022-04-10 18:28:17 main:574] : INFO : Epoch 2007 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 8095.38 ms
[2022-04-10 18:28:25 main:574] : INFO : Epoch 2008 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 8187.7 ms
[2022-04-10 18:28:33 main:574] : INFO : Epoch 2009 | loss: 0.0311626 | val_loss: 0.031171 | Time: 8006.14 ms
[2022-04-10 18:28:41 main:574] : INFO : Epoch 2010 | loss: 0.0311627 | val_loss: 0.0311701 | Time: 8147.35 ms
[2022-04-10 18:28:49 main:574] : INFO : Epoch 2011 | loss: 0.0311644 | val_loss: 0.0311716 | Time: 8170.76 ms
[2022-04-10 18:28:58 main:574] : INFO : Epoch 2012 | loss: 0.0311634 | val_loss: 0.0311688 | Time: 8139.38 ms
[2022-04-10 18:29:06 main:574] : INFO : Epoch 2013 | loss: 0.0311628 | val_loss: 0.0311722 | Time: 8020.62 ms
[2022-04-10 18:29:14 main:574] : INFO : Epoch 2014 | loss: 0.0311633 | val_loss: 0.0311703 | Time: 8259.14 ms
[2022-04-10 18:29:22 main:574] : INFO : Epoch 2015 | loss: 0.0311625 | val_loss: 0.0311721 | Time: 8538.68 ms
[2022-04-10 18:29:31 main:574] : INFO : Epoch 2016 | loss: 0.0311618 | val_loss: 0.0311678 | Time: 8166.9 ms
[2022-04-10 18:29:39 main:574] : INFO : Epoch 2017 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 8641.67 ms
[2022-04-10 18:29:48 main:574] : INFO : Epoch 2018 | loss: 0.0311635 | val_loss: 0.0311739 | Time: 8346.88 ms
[2022-04-10 18:29:56 main:574] : INFO : Epoch 2019 | loss: 0.0311622 | val_loss: 0.0311692 | Time: 8298.73 ms
[2022-04-10 18:30:03 main:574] : INFO : Epoch 2020 | loss: 0.0311615 | val_loss: 0.0311706 | Time: 7484.08 ms
[2022-04-10 18:30:11 main:574] : INFO : Epoch 2021 | loss: 0.0311622 | val_loss: 0.0311703 | Time: 7289.18 ms
[2022-04-10 18:30:18 main:574] : INFO : Epoch 2022 | loss: 0.031162 | val_loss: 0.0311697 | Time: 7402.75 ms
[2022-04-10 18:30:26 main:574] : INFO : Epoch 2023 | loss: 0.0311617 | val_loss: 0.0311713 | Time: 7417.66 ms
[2022-04-10 18:30:33 main:574] : INFO : Epoch 2024 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 7282.35 ms
[2022-04-10 18:30:40 main:574] : INFO : Epoch 2025 | loss: 0.0311625 | val_loss: 0.0311766 | Time: 7376.8 ms
[2022-04-10 18:30:48 main:574] : INFO : Epoch 2026 | loss: 0.031163 | val_loss: 0.0311698 | Time: 7352.23 ms
[2022-04-10 18:30:55 main:574] : INFO : Epoch 2027 | loss: 0.031163 | val_loss: 0.0311729 | Time: 7442.62 ms
[2022-04-10 18:31:03 main:574] : INFO : Epoch 2028 | loss: 0.0311624 | val_loss: 0.0311693 | Time: 7769.32 ms
[2022-04-10 18:31:10 main:574] : INFO : Epoch 2029 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 7142.26 ms
[2022-04-10 18:31:17 main:574] : INFO : Epoch 2030 | loss: 0.0311611 | val_loss: 0.0311742 | Time: 7440.08 ms
[2022-04-10 18:31:25 main:574] : INFO : Epoch 2031 | loss: 0.0311626 | val_loss: 0.0311756 | Time: 7344.37 ms
[2022-04-10 18:31:32 main:574] : INFO : Epoch 2032 | loss: 0.0311672 | val_loss: 0.0311912 | Time: 7466.89 ms
[2022-04-10 18:31:40 main:574] : INFO : Epoch 2033 | loss: 0.0478537 | val_loss: 0.0371205 | Time: 7338.31 ms
[2022-04-10 18:31:47 main:574] : INFO : Epoch 2034 | loss: 0.0345811 | val_loss: 0.0318704 | Time: 7386.22 ms
[2022-04-10 18:31:54 main:574] : INFO : Epoch 2035 | loss: 0.0316607 | val_loss: 0.0313349 | Time: 7379.49 ms
[2022-04-10 18:32:02 main:574] : INFO : Epoch 2036 | loss: 0.0313084 | val_loss: 0.0312665 | Time: 7407.61 ms
[2022-04-10 18:32:09 main:574] : INFO : Epoch 2037 | loss: 0.0312557 | val_loss: 0.0312487 | Time: 7295.6 ms
[2022-04-10 18:32:16 main:574] : INFO : Epoch 2038 | loss: 0.0312461 | val_loss: 0.0312431 | Time: 7319.26 ms
[2022-04-10 18:32:24 main:574] : INFO : Epoch 2039 | loss: 0.031241 | val_loss: 0.0312371 | Time: 7368.25 ms
[2022-04-10 18:32:31 main:574] : INFO : Epoch 2040 | loss: 0.0312358 | val_loss: 0.0312339 | Time: 7344.18 ms
[2022-04-10 18:32:38 main:574] : INFO : Epoch 2041 | loss: 0.0312332 | val_loss: 0.0312308 | Time: 7323.17 ms
[2022-04-10 18:32:46 main:574] : INFO : Epoch 2042 | loss: 0.0312302 | val_loss: 0.0312265 | Time: 7349.04 ms
[2022-04-10 18:32:53 main:574] : INFO : Epoch 2043 | loss: 0.0312261 | val_loss: 0.0312224 | Time: 7229.53 ms
[2022-04-10 18:33:00 main:574] : INFO : Epoch 2044 | loss: 0.0312226 | val_loss: 0.031219 | Time: 7422.67 ms
[2022-04-10 18:33:08 main:574] : INFO : Epoch 2045 | loss: 0.0312201 | val_loss: 0.0312158 | Time: 7124.76 ms
[2022-04-10 18:33:15 main:574] : INFO : Epoch 2046 | loss: 0.0312166 | val_loss: 0.0312122 | Time: 7282.5 ms
[2022-04-10 18:33:22 main:574] : INFO : Epoch 2047 | loss: 0.0312137 | val_loss: 0.0312093 | Time: 7223.01 ms
[2022-04-10 18:33:29 main:574] : INFO : Epoch 2048 | loss: 0.0312113 | val_loss: 0.0312068 | Time: 7285.39 ms
[2022-04-10 18:33:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312068
[2022-04-10 18:33:29 main:603] : INFO : Saving end state to config to file
[2022-04-10 18:33:29 main:608] : INFO : Success, exiting..
18:33:29 (17088): 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)