Task 13868719
| Name | ParityModified-1647040444-13344-3-0_0 |
| Workunit | 10947132 |
| Created | 27 Mar 2022, 20:11:31 UTC |
| Sent | 1 Apr 2022, 12:10:43 UTC |
| Report deadline | 9 Apr 2022, 12:10:43 UTC |
| Received | 1 Apr 2022, 22:08:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18617 |
| Run time | 4 hours 14 min 32 sec |
| CPU time | 3 hours 12 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,307.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 10 main:574] : INFO : Epoch 1579 | loss: 0.0311835 | val_loss: 0.0311848 | Time: 7453.9 ms [2022-04-01 16:55:17 main:574] : INFO : Epoch 1580 | loss: 0.0311827 | val_loss: 0.0311903 | Time: 7129.91 ms [2022-04-01 16:55:25 main:574] : INFO : Epoch 1581 | loss: 0.0311838 | val_loss: 0.0311851 | Time: 7214.51 ms [2022-04-01 16:55:32 main:574] : INFO : Epoch 1582 | loss: 0.0311826 | val_loss: 0.0311847 | Time: 7590.02 ms [2022-04-01 16:55:40 main:574] : INFO : Epoch 1583 | loss: 0.0311808 | val_loss: 0.0311852 | Time: 7473.6 ms [2022-04-01 16:55:47 main:574] : INFO : Epoch 1584 | loss: 0.0311811 | val_loss: 0.031186 | Time: 7866.93 ms [2022-04-01 16:55:55 main:574] : INFO : Epoch 1585 | loss: 0.0311819 | val_loss: 0.0311844 | Time: 7281.86 ms [2022-04-01 16:56:02 main:574] : INFO : Epoch 1586 | loss: 0.031181 | val_loss: 0.0311858 | Time: 7217.26 ms [2022-04-01 16:56:09 main:574] : INFO : Epoch 1587 | loss: 0.0311802 | val_loss: 0.0311849 | Time: 7278.59 ms [2022-04-01 16:56:17 main:574] : INFO : Epoch 1588 | loss: 0.031182 | val_loss: 0.0311848 | Time: 7288.43 ms [2022-04-01 16:56:24 main:574] : INFO : Epoch 1589 | loss: 0.0311819 | val_loss: 0.0311843 | Time: 7162.57 ms [2022-04-01 16:56:31 main:574] : INFO : Epoch 1590 | loss: 0.03118 | val_loss: 0.0311842 | Time: 7237.67 ms [2022-04-01 16:56:38 main:574] : INFO : Epoch 1591 | loss: 0.03118 | val_loss: 0.0311844 | Time: 7302.31 ms [2022-04-01 16:56:46 main:574] : INFO : Epoch 1592 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 7379.97 ms [2022-04-01 16:56:53 main:574] : INFO : Epoch 1593 | loss: 0.0311802 | val_loss: 0.0311845 | Time: 7303.31 ms [2022-04-01 16:57:00 main:574] : INFO : Epoch 1594 | loss: 0.0311803 | val_loss: 0.0311845 | Time: 7089.66 ms [2022-04-01 16:57:08 main:574] : INFO : Epoch 1595 | loss: 0.0311794 | val_loss: 0.0311846 | Time: 7466.65 ms [2022-04-01 16:57:15 main:574] : INFO : Epoch 1596 | loss: 0.031179 | val_loss: 0.0311836 | Time: 7298.54 ms [2022-04-01 16:57:22 main:574] : INFO : Epoch 1597 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 7362.85 ms [2022-04-01 16:57:30 main:574] : INFO : Epoch 1598 | loss: 0.0311794 | val_loss: 0.0311831 | Time: 7756.94 ms [2022-04-01 16:57:38 main:574] : INFO : Epoch 1599 | loss: 0.0311784 | val_loss: 0.031183 | Time: 7525.26 ms [2022-04-01 16:57:45 main:574] : INFO : Epoch 1600 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 7387.08 ms [2022-04-01 16:57:52 main:574] : INFO : Epoch 1601 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 7130.38 ms [2022-04-01 16:57:59 main:574] : INFO : Epoch 1602 | loss: 0.031178 | val_loss: 0.0311833 | Time: 7192.27 ms [2022-04-01 16:58:07 main:574] : INFO : Epoch 1603 | loss: 0.0311784 | val_loss: 0.031183 | Time: 7312.32 ms [2022-04-01 16:58:14 main:574] : INFO : Epoch 1604 | loss: 0.0311785 | val_loss: 0.0311833 | Time: 7198.61 ms [2022-04-01 16:58:21 main:574] : INFO : Epoch 1605 | loss: 0.0311797 | val_loss: 0.0311848 | Time: 7214.61 ms [2022-04-01 16:58:29 main:574] : INFO : Epoch 1606 | loss: 0.0311795 | val_loss: 0.0311824 | Time: 7956.93 ms [2022-04-01 16:58:37 main:574] : INFO : Epoch 1607 | loss: 0.0311775 | val_loss: 0.0311834 | Time: 7480.61 ms [2022-04-01 16:58:44 main:574] : INFO : Epoch 1608 | loss: 0.0311769 | val_loss: 0.0311821 | Time: 7340.73 ms [2022-04-01 16:58:51 main:574] : INFO : Epoch 1609 | loss: 0.0311775 | val_loss: 0.0311823 | Time: 7220.88 ms [2022-04-01 16:58:58 main:574] : INFO : Epoch 1610 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 7326.48 ms [2022-04-01 16:59:06 main:574] : INFO : Epoch 1611 | loss: 0.031176 | val_loss: 0.0311823 | Time: 7346.22 ms [2022-04-01 16:59:13 main:574] : INFO : Epoch 1612 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 7682.7 ms [2022-04-01 16:59:21 main:574] : INFO : Epoch 1613 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 7040.92 ms [2022-04-01 16:59:28 main:574] : INFO : Epoch 1614 | loss: 0.0311761 | val_loss: 0.0311837 | Time: 7484.11 ms [2022-04-01 16:59:35 main:574] : INFO : Epoch 1615 | loss: 0.0311756 | val_loss: 0.0311827 | Time: 7354.75 ms [2022-04-01 16:59:43 main:574] : INFO : Epoch 1616 | loss: 0.0311761 | val_loss: 0.0311826 | Time: 7247.32 ms [2022-04-01 16:59:50 main:574] : INFO : Epoch 1617 | loss: 0.0311774 | val_loss: 0.0311819 | Time: 7269.44 ms [2022-04-01 16:59:57 main:574] : INFO : Epoch 1618 | loss: 0.0311764 | val_loss: 0.0311843 | Time: 7329.7 ms [2022-04-01 17:00:05 main:574] : INFO : Epoch 1619 | loss: 0.031177 | val_loss: 0.0311818 | Time: 7390.86 ms [2022-04-01 17:00:12 main:574] : INFO : Epoch 1620 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 7430.02 ms [2022-04-01 17:00:20 main:574] : INFO : Epoch 1621 | loss: 0.0311752 | val_loss: 0.0311832 | Time: 7772.42 ms [2022-04-01 17:00:28 main:574] : INFO : Epoch 1622 | loss: 0.0311747 | val_loss: 0.0311816 | Time: 7989.68 ms [2022-04-01 17:00:35 main:574] : INFO : Epoch 1623 | loss: 0.0311744 | val_loss: 0.0311835 | Time: 7249.22 ms [2022-04-01 17:00:42 main:574] : INFO : Epoch 1624 | loss: 0.031175 | val_loss: 0.0311811 | Time: 7375.56 ms [2022-04-01 17:00:50 main:574] : INFO : Epoch 1625 | loss: 0.0311752 | val_loss: 0.0311819 | Time: 7210.41 ms [2022-04-01 17:00:57 main:574] : INFO : Epoch 1626 | loss: 0.0311744 | val_loss: 0.0311821 | Time: 7424.65 ms [2022-04-01 17:01:04 main:574] : INFO : Epoch 1627 | loss: 0.0311745 | val_loss: 0.0311815 | Time: 7171.7 ms [2022-04-01 17:01:12 main:574] : INFO : Epoch 1628 | loss: 0.0311745 | val_loss: 0.0311827 | Time: 7343.9 ms [2022-04-01 17:01:19 main:574] : INFO : Epoch 1629 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 7309.7 ms [2022-04-01 17:01:26 main:574] : INFO : Epoch 1630 | loss: 0.0311767 | val_loss: 0.031183 | Time: 7191.45 ms [2022-04-01 17:01:34 main:574] : INFO : Epoch 1631 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 7958.17 ms [2022-04-01 17:01:42 main:574] : INFO : Epoch 1632 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 7575.78 ms [2022-04-01 17:01:49 main:574] : INFO : Epoch 1633 | loss: 0.0311752 | val_loss: 0.0311822 | Time: 7231.9 ms [2022-04-01 17:01:56 main:574] : INFO : Epoch 1634 | loss: 0.031176 | val_loss: 0.0311829 | Time: 7072.2 ms [2022-04-01 17:02:03 main:574] : INFO : Epoch 1635 | loss: 0.0311737 | val_loss: 0.0311825 | Time: 7324.16 ms [2022-04-01 17:02:11 main:574] : INFO : Epoch 1636 | loss: 0.0311739 | val_loss: 0.0311832 | Time: 7231.4 ms [2022-04-01 17:02:18 main:574] : INFO : Epoch 1637 | loss: 0.0311742 | val_loss: 0.0311817 | Time: 7364.66 ms [2022-04-01 17:02:26 main:574] : INFO : Epoch 1638 | loss: 0.0311735 | val_loss: 0.031181 | Time: 7556.98 ms [2022-04-01 17:02:33 main:574] : INFO : Epoch 1639 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 7398.23 ms [2022-04-01 17:02:40 main:574] : INFO : Epoch 1640 | loss: 0.031174 | val_loss: 0.0311822 | Time: 7363.52 ms [2022-04-01 17:02:48 main:574] : INFO : Epoch 1641 | loss: 0.0311758 | val_loss: 0.0311834 | Time: 7381.64 ms [2022-04-01 17:02:55 main:574] : INFO : Epoch 1642 | loss: 0.0311734 | val_loss: 0.0311819 | Time: 7194.51 ms [2022-04-01 17:03:02 main:574] : INFO : Epoch 1643 | loss: 0.0311738 | val_loss: 0.0311827 | Time: 7250 ms [2022-04-01 17:03:10 main:574] : INFO : Epoch 1644 | loss: 0.0311733 | val_loss: 0.0311822 | Time: 7733.31 ms [2022-04-01 17:03:17 main:574] : INFO : Epoch 1645 | loss: 0.0311734 | val_loss: 0.0311844 | Time: 7480.15 ms [2022-04-01 17:03:25 main:574] : INFO : Epoch 1646 | loss: 0.0311738 | val_loss: 0.0311828 | Time: 7332.51 ms [2022-04-01 17:03:33 main:574] : INFO : Epoch 1647 | loss: 0.0311741 | val_loss: 0.0311831 | Time: 7710.56 ms [2022-04-01 17:03:40 main:574] : INFO : Epoch 1648 | loss: 0.0311731 | val_loss: 0.031184 | Time: 7754.36 ms [2022-04-01 17:03:48 main:574] : INFO : Epoch 1649 | loss: 0.0311738 | val_loss: 0.0311822 | Time: 7283.63 ms [2022-04-01 17:03:55 main:574] : INFO : Epoch 1650 | loss: 0.0311742 | val_loss: 0.0311827 | Time: 7299.75 ms [2022-04-01 17:04:02 main:574] : INFO : Epoch 1651 | loss: 0.0311764 | val_loss: 0.0311831 | Time: 7116.71 ms [2022-04-01 17:04:09 main:574] : INFO : Epoch 1652 | loss: 0.0311761 | val_loss: 0.0311839 | Time: 7354.88 ms [2022-04-01 17:04:17 main:574] : INFO : Epoch 1653 | loss: 0.0311764 | val_loss: 0.0311849 | Time: 7625.17 ms [2022-04-01 17:04:25 main:574] : INFO : Epoch 1654 | loss: 0.0311761 | val_loss: 0.0311833 | Time: 7667.95 ms [2022-04-01 17:04:32 main:574] : INFO : Epoch 1655 | loss: 0.031175 | val_loss: 0.0311815 | Time: 7421.67 ms [2022-04-01 17:04:39 main:574] : INFO : Epoch 1656 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 7303.6 ms [2022-04-01 17:04:47 main:574] : INFO : Epoch 1657 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 7217.07 ms [2022-04-01 17:04:54 main:574] : INFO : Epoch 1658 | loss: 0.031174 | val_loss: 0.0311825 | Time: 7101.29 ms [2022-04-01 17:05:01 main:574] : INFO : Epoch 1659 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 7192.24 ms [2022-04-01 17:05:09 main:574] : INFO : Epoch 1660 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 8172.25 ms [2022-04-01 17:05:17 main:574] : INFO : Epoch 1661 | loss: 0.0311823 | val_loss: 0.0311865 | Time: 7407.62 ms [2022-04-01 17:05:24 main:574] : INFO : Epoch 1662 | loss: 0.0311802 | val_loss: 0.0311828 | Time: 7660.32 ms [2022-04-01 17:05:32 main:574] : INFO : Epoch 1663 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 7623.62 ms [2022-04-01 17:05:39 main:574] : INFO : Epoch 1664 | loss: 0.0311785 | val_loss: 0.0311855 | Time: 7453.66 ms [2022-04-01 17:05:47 main:574] : INFO : Epoch 1665 | loss: 0.0311785 | val_loss: 0.0311857 | Time: 7583.9 ms [2022-04-01 17:05:54 main:574] : INFO : Epoch 1666 | loss: 0.0311782 | val_loss: 0.0311834 | Time: 7308.44 ms [2022-04-01 17:06:01 main:574] : INFO : Epoch 1667 | loss: 0.0311766 | val_loss: 0.0311869 | Time: 7209.75 ms [2022-04-01 17:06:09 main:574] : INFO : Epoch 1668 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 7398.73 ms [2022-04-01 17:06:16 main:574] : INFO : Epoch 1669 | loss: 0.0311767 | val_loss: 0.0311836 | Time: 7628.03 ms [2022-04-01 17:06:24 main:574] : INFO : Epoch 1670 | loss: 0.0311771 | val_loss: 0.0311845 | Time: 7076.99 ms [2022-04-01 17:06:31 main:574] : INFO : Epoch 1671 | loss: 0.0311779 | val_loss: 0.0311843 | Time: 7654.75 ms [2022-04-01 17:06:39 main:574] : INFO : Epoch 1672 | loss: 0.0311775 | val_loss: 0.031184 | Time: 7519.85 ms [2022-04-01 17:06:46 main:574] : INFO : Epoch 1673 | loss: 0.0311758 | val_loss: 0.0311822 | Time: 7286.36 ms [2022-04-01 17:06:53 main:574] : INFO : Epoch 1674 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 7355.6 ms [2022-04-01 17:07:01 main:574] : INFO : Epoch 1675 | loss: 0.031175 | val_loss: 0.0311822 | Time: 7347.44 ms [2022-04-01 17:07:08 main:574] : INFO : Epoch 1676 | loss: 0.0311761 | val_loss: 0.0311884 | Time: 7205.6 ms [2022-04-01 17:07:15 main:574] : INFO : Epoch 1677 | loss: 0.0311785 | val_loss: 0.0311839 | Time: 7180.86 ms [2022-04-01 17:07:22 main:574] : INFO : Epoch 1678 | loss: 0.0311764 | val_loss: 0.0311826 | Time: 7263.06 ms [2022-04-01 17:07:30 main:574] : INFO : Epoch 1679 | loss: 0.0311754 | val_loss: 0.0311848 | Time: 7718.3 ms [2022-04-01 17:07:38 main:574] : INFO : Epoch 1680 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 8335.97 ms [2022-04-01 17:07:49 main:574] : INFO : Epoch 1681 | loss: 0.0311765 | val_loss: 0.0311824 | Time: 10743.1 ms [2022-04-01 17:07:58 main:574] : INFO : Epoch 1682 | loss: 0.031176 | val_loss: 0.0311836 | Time: 9186.13 ms [2022-04-01 17:08:06 main:574] : INFO : Epoch 1683 | loss: 0.0311754 | val_loss: 0.0311829 | Time: 7819.56 ms [2022-04-01 17:08:14 main:574] : INFO : Epoch 1684 | loss: 0.0311761 | val_loss: 0.0311827 | Time: 7255.13 ms [2022-04-01 17:08:21 main:574] : INFO : Epoch 1685 | loss: 0.031176 | val_loss: 0.031183 | Time: 7229.39 ms [2022-04-01 17:08:28 main:574] : INFO : Epoch 1686 | loss: 0.0311757 | val_loss: 0.0311827 | Time: 7512.87 ms [2022-04-01 17:08:36 main:574] : INFO : Epoch 1687 | loss: 0.031176 | val_loss: 0.0311837 | Time: 7326.69 ms [2022-04-01 17:08:43 main:574] : INFO : Epoch 1688 | loss: 0.0311775 | val_loss: 0.031182 | Time: 7314.03 ms [2022-04-01 17:08:50 main:574] : INFO : Epoch 1689 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 7179.45 ms [2022-04-01 17:08:57 main:574] : INFO : Epoch 1690 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 7267.96 ms [2022-04-01 17:09:05 main:574] : INFO : Epoch 1691 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 7303.25 ms [2022-04-01 17:09:12 main:574] : INFO : Epoch 1692 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 7449.57 ms [2022-04-01 17:09:20 main:574] : INFO : Epoch 1693 | loss: 0.0311763 | val_loss: 0.0311833 | Time: 7716.61 ms [2022-04-01 17:09:27 main:574] : INFO : Epoch 1694 | loss: 0.0311774 | val_loss: 0.0311815 | Time: 7424.47 ms [2022-04-01 17:09:35 main:574] : INFO : Epoch 1695 | loss: 0.031176 | val_loss: 0.0311817 | Time: 7783.95 ms [2022-04-01 17:09:42 main:574] : INFO : Epoch 1696 | loss: 0.0311761 | val_loss: 0.0311817 | Time: 7334.75 ms [2022-04-01 17:09:50 main:574] : INFO : Epoch 1697 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 7530.71 ms [2022-04-01 17:09:57 main:574] : INFO : Epoch 1698 | loss: 0.0311756 | val_loss: 0.0311796 | Time: 7261.03 ms [2022-04-01 17:10:05 main:574] : INFO : Epoch 1699 | loss: 0.031175 | val_loss: 0.0311814 | Time: 7302.29 ms [2022-04-01 17:10:12 main:574] : INFO : Epoch 1700 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 7541.26 ms [2022-04-01 17:10:19 main:574] : INFO : Epoch 1701 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 7350.13 ms [2022-04-01 17:10:27 main:574] : INFO : Epoch 1702 | loss: 0.0311754 | val_loss: 0.0311811 | Time: 7116.87 ms [2022-04-01 17:10:34 main:574] : INFO : Epoch 1703 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 7544.6 ms [2022-04-01 17:10:41 main:574] : INFO : Epoch 1704 | loss: 0.031174 | val_loss: 0.0311802 | Time: 7282.65 ms [2022-04-01 17:10:49 main:574] : INFO : Epoch 1705 | loss: 0.0311747 | val_loss: 0.031181 | Time: 7880.47 ms [2022-04-01 17:10:57 main:574] : INFO : Epoch 1706 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 7805.04 ms [2022-04-01 17:11:04 main:574] : INFO : Epoch 1707 | loss: 0.0311783 | val_loss: 0.0311807 | Time: 7117.26 ms [2022-04-01 17:11:11 main:574] : INFO : Epoch 1708 | loss: 0.0311769 | val_loss: 0.0311801 | Time: 7147.07 ms [2022-04-01 17:11:19 main:574] : INFO : Epoch 1709 | loss: 0.0311751 | val_loss: 0.0311801 | Time: 7396.84 ms [2022-04-01 17:11:26 main:574] : INFO : Epoch 1710 | loss: 0.0311753 | val_loss: 0.0311797 | Time: 7185.24 ms [2022-04-01 17:11:33 main:574] : INFO : Epoch 1711 | loss: 0.031174 | val_loss: 0.0311793 | Time: 7399.2 ms [2022-04-01 17:11:41 main:574] : INFO : Epoch 1712 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 7406.05 ms [2022-04-01 17:11:49 main:574] : INFO : Epoch 1713 | loss: 0.0311744 | val_loss: 0.031182 | Time: 7758.03 ms [2022-04-01 17:11:56 main:574] : INFO : Epoch 1714 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 7340.19 ms [2022-04-01 17:12:03 main:574] : INFO : Epoch 1715 | loss: 0.0311734 | val_loss: 0.03118 | Time: 7264.01 ms [2022-04-01 17:12:10 main:574] : INFO : Epoch 1716 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 7173.09 ms [2022-04-01 17:12:18 main:574] : INFO : Epoch 1717 | loss: 0.0311736 | val_loss: 0.0311822 | Time: 7485.48 ms [2022-04-01 17:12:25 main:574] : INFO : Epoch 1718 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 7282.88 ms [2022-04-01 17:12:33 main:574] : INFO : Epoch 1719 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 7750.04 ms [2022-04-01 17:12:41 main:574] : INFO : Epoch 1720 | loss: 0.0311737 | val_loss: 0.0311823 | Time: 7813.93 ms [2022-04-01 17:12:48 main:574] : INFO : Epoch 1721 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 7386.93 ms [2022-04-01 17:12:55 main:574] : INFO : Epoch 1722 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 7259.92 ms [2022-04-01 17:13:03 main:574] : INFO : Epoch 1723 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 7427.55 ms [2022-04-01 17:13:10 main:574] : INFO : Epoch 1724 | loss: 0.0311729 | val_loss: 0.0311791 | Time: 7625.87 ms [2022-04-01 17:13:18 main:574] : INFO : Epoch 1725 | loss: 0.0311726 | val_loss: 0.0311801 | Time: 7105.02 ms [2022-04-01 17:13:25 main:574] : INFO : Epoch 1726 | loss: 0.0311732 | val_loss: 0.0311816 | Time: 7256.78 ms [2022-04-01 17:13:32 main:574] : INFO : Epoch 1727 | loss: 0.0311718 | val_loss: 0.0311796 | Time: 7566.96 ms [2022-04-01 17:13:40 main:574] : INFO : Epoch 1728 | loss: 0.0311717 | val_loss: 0.031179 | Time: 7236.18 ms [2022-04-01 17:13:47 main:574] : INFO : Epoch 1729 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 7293.49 ms [2022-04-01 17:13:54 main:574] : INFO : Epoch 1730 | loss: 0.0311718 | val_loss: 0.0311801 | Time: 7317.94 ms [2022-04-01 17:14:01 main:574] : INFO : Epoch 1731 | loss: 0.0311736 | val_loss: 0.0311822 | Time: 7161.89 ms [2022-04-01 17:14:09 main:574] : INFO : Epoch 1732 | loss: 0.0311763 | val_loss: 0.0311818 | Time: 7529.77 ms [2022-04-01 17:14:16 main:574] : INFO : Epoch 1733 | loss: 0.0311744 | val_loss: 0.031182 | Time: 7210.08 ms [2022-04-01 17:14:23 main:574] : INFO : Epoch 1734 | loss: 0.0311733 | val_loss: 0.0311812 | Time: 7300.93 ms [2022-04-01 17:14:31 main:574] : INFO : Epoch 1735 | loss: 0.0311742 | val_loss: 0.031183 | Time: 7537.89 ms [2022-04-01 17:14:38 main:574] : INFO : Epoch 1736 | loss: 0.0311732 | val_loss: 0.0311815 | Time: 7329.75 ms [2022-04-01 17:14:46 main:574] : INFO : Epoch 1737 | loss: 0.0311727 | val_loss: 0.0311818 | Time: 7192.97 ms [2022-04-01 17:14:54 main:574] : INFO : Epoch 1738 | loss: 0.0311724 | val_loss: 0.0311837 | Time: 8013.22 ms [2022-04-01 17:15:01 main:574] : INFO : Epoch 1739 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 7691.33 ms [2022-04-01 17:15:09 main:574] : INFO : Epoch 1740 | loss: 0.0311737 | val_loss: 0.0311846 | Time: 8164.12 ms [2022-04-01 17:15:17 main:574] : INFO : Epoch 1741 | loss: 0.0311732 | val_loss: 0.0311823 | Time: 7837.67 ms [2022-04-01 17:15:25 main:574] : INFO : Epoch 1742 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 7338.53 ms [2022-04-01 17:15:33 main:574] : INFO : Epoch 1743 | loss: 0.0311718 | val_loss: 0.0311854 | Time: 8357.87 ms [2022-04-01 17:15:40 main:574] : INFO : Epoch 1744 | loss: 0.0311727 | val_loss: 0.0311813 | Time: 7329.48 ms [2022-04-01 17:15:48 main:574] : INFO : Epoch 1745 | loss: 0.0311714 | val_loss: 0.0311823 | Time: 7267.37 ms [2022-04-01 17:15:55 main:574] : INFO : Epoch 1746 | loss: 0.031171 | val_loss: 0.0311807 | Time: 7245.94 ms [2022-04-01 17:16:02 main:574] : INFO : Epoch 1747 | loss: 0.0311719 | val_loss: 0.0311805 | Time: 7382.13 ms [2022-04-01 17:16:10 main:574] : INFO : Epoch 1748 | loss: 0.0311726 | val_loss: 0.0311831 | Time: 7325.33 ms [2022-04-01 17:16:17 main:574] : INFO : Epoch 1749 | loss: 0.0311726 | val_loss: 0.0311809 | Time: 7234.31 ms [2022-04-01 17:16:24 main:574] : INFO : Epoch 1750 | loss: 0.0311717 | val_loss: 0.0311845 | Time: 7130.8 ms [2022-04-01 17:16:32 main:574] : INFO : Epoch 1751 | loss: 0.0311714 | val_loss: 0.0311807 | Time: 7667.44 ms [2022-04-01 17:16:39 main:574] : INFO : Epoch 1752 | loss: 0.0311714 | val_loss: 0.031183 | Time: 7298.57 ms [2022-04-01 17:16:46 main:574] : INFO : Epoch 1753 | loss: 0.0311712 | val_loss: 0.0311823 | Time: 7267.2 ms [2022-04-01 17:16:54 main:574] : INFO : Epoch 1754 | loss: 0.031171 | val_loss: 0.0311803 | Time: 7840.09 ms [2022-04-01 17:17:01 main:574] : INFO : Epoch 1755 | loss: 0.0311709 | val_loss: 0.031181 | Time: 7440.69 ms [2022-04-01 17:17:09 main:574] : INFO : Epoch 1756 | loss: 0.0311714 | val_loss: 0.0311842 | Time: 7677.37 ms [2022-04-01 17:17:17 main:574] : INFO : Epoch 1757 | loss: 0.0311724 | val_loss: 0.0311799 | Time: 7657.9 ms [2022-04-01 17:17:25 main:574] : INFO : Epoch 1758 | loss: 0.0311733 | val_loss: 0.0311832 | Time: 7696.93 ms [2022-04-01 17:17:32 main:574] : INFO : Epoch 1759 | loss: 0.0311742 | val_loss: 0.0311816 | Time: 7433.87 ms [2022-04-01 17:17:40 main:574] : INFO : Epoch 1760 | loss: 0.0311733 | val_loss: 0.0311825 | Time: 7733.56 ms [2022-04-01 17:17:47 main:574] : INFO : Epoch 1761 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 7631.05 ms [2022-04-01 17:17:55 main:574] : INFO : Epoch 1762 | loss: 0.0311707 | val_loss: 0.0311816 | Time: 7196.69 ms [2022-04-01 17:18:02 main:574] : INFO : Epoch 1763 | loss: 0.0311715 | val_loss: 0.031183 | Time: 7173.86 ms [2022-04-01 17:18:09 main:574] : INFO : Epoch 1764 | loss: 0.0311715 | val_loss: 0.0311828 | Time: 7515.85 ms [2022-04-01 17:18:17 main:574] : INFO : Epoch 1765 | loss: 0.0311702 | val_loss: 0.0311801 | Time: 7410.66 ms [2022-04-01 17:18:24 main:574] : INFO : Epoch 1766 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 7209.28 ms [2022-04-01 17:18:31 main:574] : INFO : Epoch 1767 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 7487.06 ms [2022-04-01 17:18:39 main:574] : INFO : Epoch 1768 | loss: 0.0311717 | val_loss: 0.0311799 | Time: 7263.75 ms [2022-04-01 17:18:46 main:574] : INFO : Epoch 1769 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 7286.48 ms [2022-04-01 17:18:53 main:574] : INFO : Epoch 1770 | loss: 0.0311701 | val_loss: 0.031179 | Time: 7228.21 ms [2022-04-01 17:19:00 main:574] : INFO : Epoch 1771 | loss: 0.0311704 | val_loss: 0.0311782 | Time: 7195.8 ms [2022-04-01 17:19:08 main:574] : INFO : Epoch 1772 | loss: 0.0311703 | val_loss: 0.0311793 | Time: 7206.9 ms [2022-04-01 17:19:15 main:574] : INFO : Epoch 1773 | loss: 0.0311708 | val_loss: 0.0311778 | Time: 7270.2 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P4000) [2022-04-01 17:27:42 main:435] : INFO : Set logging level to 1 [2022-04-01 17:27:42 main:441] : INFO : Running in BOINC Client mode [2022-04-01 17:27:42 main:444] : INFO : Resolving all filenames [2022-04-01 17:27:42 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-01 17:27:42 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-01 17:27:42 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-01 17:27:42 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-01 17:27:42 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-01 17:27:42 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-01 17:27:42 main:474] : INFO : Configuration: [2022-04-01 17:27:42 main:475] : INFO : Model type: GRU [2022-04-01 17:27:42 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-01 17:27:42 main:477] : INFO : Max Epochs: 2048 [2022-04-01 17:27:42 main:478] : INFO : Batch Size: 128 [2022-04-01 17:27:42 main:479] : INFO : Learning Rate: 0.01 [2022-04-01 17:27:42 main:480] : INFO : Patience: 10 [2022-04-01 17:27:42 main:481] : INFO : Hidden Width: 12 [2022-04-01 17:27:42 main:482] : INFO : # Recurrent Layers: 4 [2022-04-01 17:27:42 main:483] : INFO : # Backend Layers: 4 [2022-04-01 17:27:42 main:484] : INFO : # Threads: 1 [2022-04-01 17:27:42 main:486] : INFO : Preparing Dataset [2022-04-01 17:27:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-01 17:27:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-01 17:27:44 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-01 17:27:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-01 17:27:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-01 17:27:44 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-01 17:27:44 main:494] : INFO : Creating Model [2022-04-01 17:27:44 main:507] : INFO : Preparing config file [2022-04-01 17:27:44 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-01 17:27:44 main:512] : INFO : Loading config [2022-04-01 17:27:44 main:514] : INFO : Loading state [2022-04-01 17:27:45 main:559] : INFO : Loading DataLoader into Memory [2022-04-01 17:27:45 main:562] : INFO : Starting Training [2022-04-01 17:27:53 main:574] : INFO : Epoch 1762 | loss: 0.0312972 | val_loss: 0.0312295 | Time: 8269.27 ms [2022-04-01 17:28:01 main:574] : INFO : Epoch 1763 | loss: 0.0311948 | val_loss: 0.031185 | Time: 8162.83 ms [2022-04-01 17:28:10 main:574] : INFO : Epoch 1764 | loss: 0.0311793 | val_loss: 0.0311818 | Time: 8067.47 ms [2022-04-01 17:28:17 main:574] : INFO : Epoch 1765 | loss: 0.0311786 | val_loss: 0.0311826 | Time: 7822.62 ms [2022-04-01 17:28:25 main:574] : INFO : Epoch 1766 | loss: 0.0311803 | val_loss: 0.0311818 | Time: 7535.45 ms [2022-04-01 17:28:32 main:574] : INFO : Epoch 1767 | loss: 0.0311797 | val_loss: 0.0311803 | Time: 7394.4 ms [2022-04-01 17:28:40 main:574] : INFO : Epoch 1768 | loss: 0.0311787 | val_loss: 0.0311864 | Time: 7216.86 ms [2022-04-01 17:28:49 main:574] : INFO : Epoch 1769 | loss: 0.0311794 | val_loss: 0.0311792 | Time: 9520.16 ms [2022-04-01 17:28:58 main:574] : INFO : Epoch 1770 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 8863.02 ms [2022-04-01 17:29:06 main:574] : INFO : Epoch 1771 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 7668.11 ms [2022-04-01 17:29:13 main:574] : INFO : Epoch 1772 | loss: 0.0311765 | val_loss: 0.0311772 | Time: 7849.01 ms [2022-04-01 17:29:21 main:574] : INFO : Epoch 1773 | loss: 0.0311765 | val_loss: 0.0311762 | Time: 7468.58 ms [2022-04-01 17:29:30 main:574] : INFO : Epoch 1774 | loss: 0.0311772 | val_loss: 0.0311788 | Time: 8692.16 ms [2022-04-01 17:29:38 main:574] : INFO : Epoch 1775 | loss: 0.0311763 | val_loss: 0.0311768 | Time: 8338.78 ms [2022-04-01 17:29:46 main:574] : INFO : Epoch 1776 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 7743.31 ms [2022-04-01 17:29:53 main:574] : INFO : Epoch 1777 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 6844.95 ms [2022-04-01 17:30:00 main:574] : INFO : Epoch 1778 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 7131.99 ms [2022-04-01 17:30:07 main:574] : INFO : Epoch 1779 | loss: 0.0311757 | val_loss: 0.0311756 | Time: 6890.37 ms [2022-04-01 17:30:14 main:574] : INFO : Epoch 1780 | loss: 0.0311758 | val_loss: 0.0311781 | Time: 7275.56 ms [2022-04-01 17:30:21 main:574] : INFO : Epoch 1781 | loss: 0.0311755 | val_loss: 0.0311765 | Time: 6917.34 ms [2022-04-01 17:30:28 main:574] : INFO : Epoch 1782 | loss: 0.0311731 | val_loss: 0.0311765 | Time: 6924.71 ms [2022-04-01 17:30:35 main:574] : INFO : Epoch 1783 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 7395.33 ms [2022-04-01 17:30:42 main:574] : INFO : Epoch 1784 | loss: 0.0311738 | val_loss: 0.0311794 | Time: 7102.56 ms [2022-04-01 17:30:49 main:574] : INFO : Epoch 1785 | loss: 0.0311771 | val_loss: 0.0311795 | Time: 6876.63 ms [2022-04-01 17:30:56 main:574] : INFO : Epoch 1786 | loss: 0.0311764 | val_loss: 0.0311775 | Time: 7014.56 ms [2022-04-01 17:31:03 main:574] : INFO : Epoch 1787 | loss: 0.0311773 | val_loss: 0.03118 | Time: 7209.98 ms [2022-04-01 17:31:11 main:574] : INFO : Epoch 1788 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 8068.76 ms [2022-04-01 17:31:19 main:574] : INFO : Epoch 1789 | loss: 0.0311741 | val_loss: 0.0311764 | Time: 7059.22 ms [2022-04-01 17:31:26 main:574] : INFO : Epoch 1790 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 6970.61 ms [2022-04-01 17:31:33 main:574] : INFO : Epoch 1791 | loss: 0.0311752 | val_loss: 0.0311831 | Time: 7713.45 ms [2022-04-01 17:31:40 main:574] : INFO : Epoch 1792 | loss: 0.0311822 | val_loss: 0.0311824 | Time: 7226.4 ms [2022-04-01 17:31:48 main:574] : INFO : Epoch 1793 | loss: 0.0311846 | val_loss: 0.0311934 | Time: 7648.68 ms [2022-04-01 17:31:55 main:574] : INFO : Epoch 1794 | loss: 0.0311821 | val_loss: 0.0311842 | Time: 6905.28 ms [2022-04-01 17:32:02 main:574] : INFO : Epoch 1795 | loss: 0.0311796 | val_loss: 0.0311853 | Time: 6859.38 ms [2022-04-01 17:32:09 main:574] : INFO : Epoch 1796 | loss: 0.0311787 | val_loss: 0.0311836 | Time: 6863.19 ms [2022-04-01 17:32:16 main:574] : INFO : Epoch 1797 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 7199.55 ms [2022-04-01 17:32:23 main:574] : INFO : Epoch 1798 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 6889.15 ms [2022-04-01 17:32:30 main:574] : INFO : Epoch 1799 | loss: 0.0311772 | val_loss: 0.031184 | Time: 7171.85 ms [2022-04-01 17:32:38 main:574] : INFO : Epoch 1800 | loss: 0.0311768 | val_loss: 0.0311798 | Time: 7832.18 ms [2022-04-01 17:32:45 main:574] : INFO : Epoch 1801 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 7064.07 ms [2022-04-01 17:32:52 main:574] : INFO : Epoch 1802 | loss: 0.0311782 | val_loss: 0.0311895 | Time: 6916.16 ms [2022-04-01 17:32:59 main:574] : INFO : Epoch 1803 | loss: 0.0311785 | val_loss: 0.0311833 | Time: 7024.98 ms [2022-04-01 17:33:06 main:574] : INFO : Epoch 1804 | loss: 0.0311755 | val_loss: 0.0311803 | Time: 6929.29 ms [2022-04-01 17:33:13 main:574] : INFO : Epoch 1805 | loss: 0.0311751 | val_loss: 0.0311826 | Time: 7119.78 ms [2022-04-01 17:33:20 main:574] : INFO : Epoch 1806 | loss: 0.0311768 | val_loss: 0.0311902 | Time: 7157.12 ms [2022-04-01 17:33:27 main:574] : INFO : Epoch 1807 | loss: 0.0311809 | val_loss: 0.0311803 | Time: 7046.12 ms [2022-04-01 17:33:35 main:574] : INFO : Epoch 1808 | loss: 0.0311776 | val_loss: 0.0311838 | Time: 7744.24 ms [2022-04-01 17:33:42 main:574] : INFO : Epoch 1809 | loss: 0.0311788 | val_loss: 0.0311862 | Time: 7084.07 ms [2022-04-01 17:33:49 main:574] : INFO : Epoch 1810 | loss: 0.0311782 | val_loss: 0.0311833 | Time: 6888.74 ms [2022-04-01 17:33:56 main:574] : INFO : Epoch 1811 | loss: 0.031177 | val_loss: 0.0311859 | Time: 7221.32 ms [2022-04-01 17:34:03 main:574] : INFO : Epoch 1812 | loss: 0.0311787 | val_loss: 0.0311827 | Time: 6988.58 ms [2022-04-01 17:34:10 main:574] : INFO : Epoch 1813 | loss: 0.0311753 | val_loss: 0.0311828 | Time: 7091.55 ms [2022-04-01 17:34:17 main:574] : INFO : Epoch 1814 | loss: 0.0311753 | val_loss: 0.0311831 | Time: 6975.68 ms [2022-04-01 17:34:24 main:574] : INFO : Epoch 1815 | loss: 0.0311778 | val_loss: 0.0311829 | Time: 6866.49 ms [2022-04-01 17:34:31 main:574] : INFO : Epoch 1816 | loss: 0.0311765 | val_loss: 0.0311835 | Time: 7097.59 ms [2022-04-01 17:34:38 main:574] : INFO : Epoch 1817 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 6891.92 ms [2022-04-01 17:34:45 main:574] : INFO : Epoch 1818 | loss: 0.0311747 | val_loss: 0.0311816 | Time: 6901.03 ms [2022-04-01 17:34:52 main:574] : INFO : Epoch 1819 | loss: 0.031174 | val_loss: 0.0311813 | Time: 6807.03 ms [2022-04-01 17:34:59 main:574] : INFO : Epoch 1820 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 6830.32 ms [2022-04-01 17:35:06 main:574] : INFO : Epoch 1821 | loss: 0.0311735 | val_loss: 0.0311802 | Time: 7102.48 ms [2022-04-01 17:35:13 main:574] : INFO : Epoch 1822 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 6914.31 ms [2022-04-01 17:35:21 main:574] : INFO : Epoch 1823 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 8088.37 ms [2022-04-01 17:35:28 main:574] : INFO : Epoch 1824 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 6993.44 ms [2022-04-01 17:35:35 main:574] : INFO : Epoch 1825 | loss: 0.031174 | val_loss: 0.0311819 | Time: 7365.87 ms [2022-04-01 17:35:44 main:574] : INFO : Epoch 1826 | loss: 0.0311723 | val_loss: 0.0311825 | Time: 8936.72 ms [2022-04-01 17:35:53 main:574] : INFO : Epoch 1827 | loss: 0.0311744 | val_loss: 0.031181 | Time: 8881.6 ms [2022-04-01 17:36:00 main:574] : INFO : Epoch 1828 | loss: 0.0311723 | val_loss: 0.0311801 | Time: 6913.23 ms [2022-04-01 17:36:08 main:574] : INFO : Epoch 1829 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 7658.95 ms [2022-04-01 17:36:15 main:574] : INFO : Epoch 1830 | loss: 0.031175 | val_loss: 0.031178 | Time: 7255.95 ms [2022-04-01 17:36:22 main:574] : INFO : Epoch 1831 | loss: 0.0311749 | val_loss: 0.0311786 | Time: 6951.55 ms [2022-04-01 17:36:29 main:574] : INFO : Epoch 1832 | loss: 0.031175 | val_loss: 0.0311791 | Time: 7261.18 ms [2022-04-01 17:36:36 main:574] : INFO : Epoch 1833 | loss: 0.0311731 | val_loss: 0.03118 | Time: 7051.49 ms [2022-04-01 17:36:43 main:574] : INFO : Epoch 1834 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 7324.07 ms [2022-04-01 17:36:50 main:574] : INFO : Epoch 1835 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 6874.72 ms [2022-04-01 17:36:57 main:574] : INFO : Epoch 1836 | loss: 0.0311749 | val_loss: 0.0311813 | Time: 6991.99 ms [2022-04-01 17:37:05 main:574] : INFO : Epoch 1837 | loss: 0.0311795 | val_loss: 0.0311792 | Time: 7738.88 ms [2022-04-01 17:37:15 main:574] : INFO : Epoch 1838 | loss: 0.0311803 | val_loss: 0.0311864 | Time: 9639.81 ms [2022-04-01 17:37:23 main:574] : INFO : Epoch 1839 | loss: 0.031179 | val_loss: 0.0311804 | Time: 8342.43 ms [2022-04-01 17:37:30 main:574] : INFO : Epoch 1840 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 7032 ms [2022-04-01 17:37:37 main:574] : INFO : Epoch 1841 | loss: 0.0311757 | val_loss: 0.0311793 | Time: 7150.05 ms [2022-04-01 17:37:44 main:574] : INFO : Epoch 1842 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 6993.06 ms [2022-04-01 17:37:51 main:574] : INFO : Epoch 1843 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 6984.69 ms [2022-04-01 17:37:59 main:574] : INFO : Epoch 1844 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 7345.63 ms [2022-04-01 17:38:06 main:574] : INFO : Epoch 1845 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 7613.53 ms [2022-04-01 17:38:13 main:574] : INFO : Epoch 1846 | loss: 0.0311734 | val_loss: 0.0311787 | Time: 6764.56 ms [2022-04-01 17:38:20 main:574] : INFO : Epoch 1847 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 7031.67 ms [2022-04-01 17:38:27 main:574] : INFO : Epoch 1848 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 7062.46 ms [2022-04-01 17:38:34 main:574] : INFO : Epoch 1849 | loss: 0.0311734 | val_loss: 0.0311831 | Time: 6891.66 ms [2022-04-01 17:38:41 main:574] : INFO : Epoch 1850 | loss: 0.0311795 | val_loss: 0.03118 | Time: 6925.86 ms [2022-04-01 17:38:48 main:574] : INFO : Epoch 1851 | loss: 0.0311753 | val_loss: 0.0311786 | Time: 7095.48 ms [2022-04-01 17:38:55 main:574] : INFO : Epoch 1852 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 6989.23 ms [2022-04-01 17:39:02 main:574] : INFO : Epoch 1853 | loss: 0.0311724 | val_loss: 0.0311799 | Time: 7024.3 ms [2022-04-01 17:39:09 main:574] : INFO : Epoch 1854 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 6941.64 ms [2022-04-01 17:39:16 main:574] : INFO : Epoch 1855 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 7135.15 ms [2022-04-01 17:39:24 main:574] : INFO : Epoch 1856 | loss: 0.0311716 | val_loss: 0.0311787 | Time: 7609.58 ms [2022-04-01 17:39:31 main:574] : INFO : Epoch 1857 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 7510.65 ms [2022-04-01 17:39:38 main:574] : INFO : Epoch 1858 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 7017.16 ms [2022-04-01 17:39:45 main:574] : INFO : Epoch 1859 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 7087.47 ms [2022-04-01 17:39:52 main:574] : INFO : Epoch 1860 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 6975.33 ms [2022-04-01 17:39:59 main:574] : INFO : Epoch 1861 | loss: 0.0311754 | val_loss: 0.0311759 | Time: 6860.51 ms [2022-04-01 17:40:06 main:574] : INFO : Epoch 1862 | loss: 0.0311729 | val_loss: 0.0311765 | Time: 7048.72 ms [2022-04-01 17:40:13 main:574] : INFO : Epoch 1863 | loss: 0.0311724 | val_loss: 0.0311785 | Time: 7193.07 ms [2022-04-01 17:40:21 main:574] : INFO : Epoch 1864 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 7333.55 ms [2022-04-01 17:40:28 main:574] : INFO : Epoch 1865 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 7084.57 ms [2022-04-01 17:40:35 main:574] : INFO : Epoch 1866 | loss: 0.031172 | val_loss: 0.031179 | Time: 6829.65 ms [2022-04-01 17:40:42 main:574] : INFO : Epoch 1867 | loss: 0.0311753 | val_loss: 0.031179 | Time: 6969.75 ms [2022-04-01 17:40:49 main:574] : INFO : Epoch 1868 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 7132.38 ms [2022-04-01 17:40:56 main:574] : INFO : Epoch 1869 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 7029.2 ms [2022-04-01 17:41:03 main:574] : INFO : Epoch 1870 | loss: 0.031173 | val_loss: 0.0311772 | Time: 6984.61 ms [2022-04-01 17:41:10 main:574] : INFO : Epoch 1871 | loss: 0.0311727 | val_loss: 0.0311764 | Time: 7346.81 ms [2022-04-01 17:41:17 main:574] : INFO : Epoch 1872 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 7004.22 ms [2022-04-01 17:41:24 main:574] : INFO : Epoch 1873 | loss: 0.0311784 | val_loss: 0.0311852 | Time: 7008.94 ms [2022-04-01 17:41:32 main:574] : INFO : Epoch 1874 | loss: 0.0311757 | val_loss: 0.0311789 | Time: 7560.46 ms [2022-04-01 17:41:39 main:574] : INFO : Epoch 1875 | loss: 0.0311789 | val_loss: 0.031185 | Time: 7242.34 ms [2022-04-01 17:41:46 main:574] : INFO : Epoch 1876 | loss: 0.0311805 | val_loss: 0.0311818 | Time: 6789.99 ms [2022-04-01 17:41:53 main:574] : INFO : Epoch 1877 | loss: 0.0311766 | val_loss: 0.0311763 | Time: 6941.8 ms [2022-04-01 17:42:00 main:574] : INFO : Epoch 1878 | loss: 0.0311771 | val_loss: 0.0311775 | Time: 6869.73 ms [2022-04-01 17:42:06 main:574] : INFO : Epoch 1879 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 6768.97 ms [2022-04-01 17:42:13 main:574] : INFO : Epoch 1880 | loss: 0.0311742 | val_loss: 0.0311774 | Time: 6942.98 ms [2022-04-01 17:42:20 main:574] : INFO : Epoch 1881 | loss: 0.0311728 | val_loss: 0.0311769 | Time: 6992.75 ms [2022-04-01 17:42:27 main:574] : INFO : Epoch 1882 | loss: 0.0311714 | val_loss: 0.0311794 | Time: 6938.46 ms [2022-04-01 17:42:35 main:574] : INFO : Epoch 1883 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 7596.73 ms [2022-04-01 17:42:42 main:574] : INFO : Epoch 1884 | loss: 0.0311716 | val_loss: 0.031176 | Time: 7143.4 ms [2022-04-01 17:42:49 main:574] : INFO : Epoch 1885 | loss: 0.0311696 | val_loss: 0.0311761 | Time: 6971.64 ms [2022-04-01 17:42:56 main:574] : INFO : Epoch 1886 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 7288.82 ms [2022-04-01 17:43:03 main:574] : INFO : Epoch 1887 | loss: 0.0311707 | val_loss: 0.0311766 | Time: 6914.61 ms [2022-04-01 17:43:10 main:574] : INFO : Epoch 1888 | loss: 0.0311693 | val_loss: 0.0311765 | Time: 7046.92 ms [2022-04-01 17:43:17 main:574] : INFO : Epoch 1889 | loss: 0.0311683 | val_loss: 0.0311818 | Time: 6982.81 ms [2022-04-01 17:43:24 main:574] : INFO : Epoch 1890 | loss: 0.0311717 | val_loss: 0.0311922 | Time: 7046.88 ms [2022-04-01 17:43:31 main:574] : INFO : Epoch 1891 | loss: 0.0311746 | val_loss: 0.0311778 | Time: 6861.15 ms [2022-04-01 17:43:38 main:574] : INFO : Epoch 1892 | loss: 0.0311703 | val_loss: 0.0311811 | Time: 7031.02 ms [2022-04-01 17:43:45 main:574] : INFO : Epoch 1893 | loss: 0.0311702 | val_loss: 0.0311786 | Time: 6823.4 ms [2022-04-01 17:43:52 main:574] : INFO : Epoch 1894 | loss: 0.0311689 | val_loss: 0.0311778 | Time: 7301.29 ms [2022-04-01 17:44:00 main:574] : INFO : Epoch 1895 | loss: 0.0311697 | val_loss: 0.0311767 | Time: 7435.81 ms [2022-04-01 17:44:07 main:574] : INFO : Epoch 1896 | loss: 0.0311688 | val_loss: 0.0311765 | Time: 6810.85 ms [2022-04-01 17:44:14 main:574] : INFO : Epoch 1897 | loss: 0.0311681 | val_loss: 0.0311791 | Time: 6986.28 ms [2022-04-01 17:44:21 main:574] : INFO : Epoch 1898 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 7046.17 ms [2022-04-01 17:44:28 main:574] : INFO : Epoch 1899 | loss: 0.0311697 | val_loss: 0.0311763 | Time: 7653.78 ms [2022-04-01 17:44:35 main:574] : INFO : Epoch 1900 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 6795.13 ms [2022-04-01 17:44:42 main:574] : INFO : Epoch 1901 | loss: 0.0311688 | val_loss: 0.031177 | Time: 7081.59 ms [2022-04-01 17:44:49 main:574] : INFO : Epoch 1902 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 6971.06 ms [2022-04-01 17:44:56 main:574] : INFO : Epoch 1903 | loss: 0.0311703 | val_loss: 0.031179 | Time: 6906.51 ms [2022-04-01 17:45:03 main:574] : INFO : Epoch 1904 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 6762.53 ms [2022-04-01 17:45:10 main:574] : INFO : Epoch 1905 | loss: 0.0311706 | val_loss: 0.0311732 | Time: 6801.58 ms [2022-04-01 17:45:17 main:574] : INFO : Epoch 1906 | loss: 0.03117 | val_loss: 0.0311732 | Time: 7619.63 ms [2022-04-01 17:45:24 main:574] : INFO : Epoch 1907 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 7092.66 ms [2022-04-01 17:45:32 main:574] : INFO : Epoch 1908 | loss: 0.0311684 | val_loss: 0.0311789 | Time: 7646.9 ms [2022-04-01 17:45:40 main:574] : INFO : Epoch 1909 | loss: 0.0311704 | val_loss: 0.0311861 | Time: 7554.05 ms [2022-04-01 17:45:47 main:574] : INFO : Epoch 1910 | loss: 0.0311695 | val_loss: 0.0311747 | Time: 7272.54 ms [2022-04-01 17:45:54 main:574] : INFO : Epoch 1911 | loss: 0.031171 | val_loss: 0.0311753 | Time: 7101.76 ms [2022-04-01 17:46:01 main:574] : INFO : Epoch 1912 | loss: 0.0311721 | val_loss: 0.031175 | Time: 6996.5 ms [2022-04-01 17:46:08 main:574] : INFO : Epoch 1913 | loss: 0.0311737 | val_loss: 0.0311754 | Time: 6814.25 ms [2022-04-01 17:46:15 main:574] : INFO : Epoch 1914 | loss: 0.0311741 | val_loss: 0.0311753 | Time: 6852.85 ms [2022-04-01 17:46:22 main:574] : INFO : Epoch 1915 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 6833 ms [2022-04-01 17:46:29 main:574] : INFO : Epoch 1916 | loss: 0.0311716 | val_loss: 0.0311742 | Time: 7086.2 ms [2022-04-01 17:46:35 main:574] : INFO : Epoch 1917 | loss: 0.03117 | val_loss: 0.0311735 | Time: 6849.81 ms [2022-04-01 17:46:43 main:574] : INFO : Epoch 1918 | loss: 0.0311702 | val_loss: 0.0311744 | Time: 7070.28 ms [2022-04-01 17:46:50 main:574] : INFO : Epoch 1919 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 7089.37 ms [2022-04-01 17:46:57 main:574] : INFO : Epoch 1920 | loss: 0.0311694 | val_loss: 0.0311739 | Time: 6948.3 ms [2022-04-01 17:47:03 main:574] : INFO : Epoch 1921 | loss: 0.0311691 | val_loss: 0.0311749 | Time: 6769.88 ms [2022-04-01 17:47:10 main:574] : INFO : Epoch 1922 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 6848.84 ms [2022-04-01 17:47:17 main:574] : INFO : Epoch 1923 | loss: 0.0311693 | val_loss: 0.031174 | Time: 7034.1 ms [2022-04-01 17:47:24 main:574] : INFO : Epoch 1924 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 6968.12 ms [2022-04-01 17:47:31 main:574] : INFO : Epoch 1925 | loss: 0.03117 | val_loss: 0.0311758 | Time: 7015.04 ms [2022-04-01 17:47:38 main:574] : INFO : Epoch 1926 | loss: 0.0311708 | val_loss: 0.0311775 | Time: 7192.86 ms [2022-04-01 17:47:45 main:574] : INFO : Epoch 1927 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 7001.27 ms [2022-04-01 17:47:52 main:574] : INFO : Epoch 1928 | loss: 0.0311681 | val_loss: 0.0311764 | Time: 6965.1 ms [2022-04-01 17:48:00 main:574] : INFO : Epoch 1929 | loss: 0.0311677 | val_loss: 0.0311762 | Time: 7311.34 ms [2022-04-01 17:48:07 main:574] : INFO : Epoch 1930 | loss: 0.0311672 | val_loss: 0.0311793 | Time: 6923.48 ms [2022-04-01 17:48:14 main:574] : INFO : Epoch 1931 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 6968.46 ms [2022-04-01 17:48:21 main:574] : INFO : Epoch 1932 | loss: 0.0311767 | val_loss: 0.0311771 | Time: 7106.74 ms [2022-04-01 17:48:28 main:574] : INFO : Epoch 1933 | loss: 0.0311746 | val_loss: 0.0311778 | Time: 6931.56 ms [2022-04-01 17:48:35 main:574] : INFO : Epoch 1934 | loss: 0.0311731 | val_loss: 0.0311799 | Time: 7074.69 ms [2022-04-01 17:48:42 main:574] : INFO : Epoch 1935 | loss: 0.0311734 | val_loss: 0.0311781 | Time: 7028.9 ms [2022-04-01 17:48:49 main:574] : INFO : Epoch 1936 | loss: 0.0311713 | val_loss: 0.0311788 | Time: 6995.09 ms [2022-04-01 17:48:56 main:574] : INFO : Epoch 1937 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 6832.51 ms [2022-04-01 17:49:03 main:574] : INFO : Epoch 1938 | loss: 0.0311711 | val_loss: 0.0311772 | Time: 7008.92 ms [2022-04-01 17:49:10 main:574] : INFO : Epoch 1939 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 7117.98 ms [2022-04-01 17:49:17 main:574] : INFO : Epoch 1940 | loss: 0.0311687 | val_loss: 0.0311769 | Time: 7457.14 ms [2022-04-01 17:49:24 main:574] : INFO : Epoch 1941 | loss: 0.0311693 | val_loss: 0.0311793 | Time: 7155.34 ms [2022-04-01 17:49:32 main:574] : INFO : Epoch 1942 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 7203.56 ms [2022-04-01 17:49:39 main:574] : INFO : Epoch 1943 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 6948.93 ms [2022-04-01 17:49:46 main:574] : INFO : Epoch 1944 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 7002.83 ms [2022-04-01 17:49:53 main:574] : INFO : Epoch 1945 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 6948.33 ms [2022-04-01 17:50:00 main:574] : INFO : Epoch 1946 | loss: 0.0311714 | val_loss: 0.031176 | Time: 7049.73 ms [2022-04-01 17:50:08 main:574] : INFO : Epoch 1947 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 8709.9 ms [2022-04-01 17:50:17 main:574] : INFO : Epoch 1948 | loss: 0.0311735 | val_loss: 0.0311837 | Time: 8984.46 ms [2022-04-01 17:50:25 main:574] : INFO : Epoch 1949 | loss: 0.0311904 | val_loss: 0.0312104 | Time: 7420.68 ms [2022-04-01 17:50:32 main:574] : INFO : Epoch 1950 | loss: 0.0312224 | val_loss: 0.0312254 | Time: 7733.86 ms [2022-04-01 17:50:41 main:574] : INFO : Epoch 1951 | loss: 0.0312174 | val_loss: 0.0312152 | Time: 8246 ms [2022-04-01 17:50:48 main:574] : INFO : Epoch 1952 | loss: 0.0312085 | val_loss: 0.0312037 | Time: 6880.53 ms [2022-04-01 17:50:55 main:574] : INFO : Epoch 1953 | loss: 0.0311985 | val_loss: 0.0311994 | Time: 7755.92 ms [2022-04-01 17:51:02 main:574] : INFO : Epoch 1954 | loss: 0.0311949 | val_loss: 0.0311959 | Time: 7132.86 ms [2022-04-01 17:51:09 main:574] : INFO : Epoch 1955 | loss: 0.0311929 | val_loss: 0.0311967 | Time: 6936.11 ms [2022-04-01 17:51:17 main:574] : INFO : Epoch 1956 | loss: 0.0311914 | val_loss: 0.0311949 | Time: 7103.19 ms [2022-04-01 17:51:23 main:574] : INFO : Epoch 1957 | loss: 0.0311899 | val_loss: 0.0311938 | Time: 6860.92 ms [2022-04-01 17:51:31 main:574] : INFO : Epoch 1958 | loss: 0.0311887 | val_loss: 0.0311928 | Time: 7223.04 ms [2022-04-01 17:51:38 main:574] : INFO : Epoch 1959 | loss: 0.0311902 | val_loss: 0.0311923 | Time: 6959.91 ms [2022-04-01 17:51:44 main:574] : INFO : Epoch 1960 | loss: 0.0311871 | val_loss: 0.0311899 | Time: 6771.04 ms [2022-04-01 17:51:52 main:574] : INFO : Epoch 1961 | loss: 0.0311863 | val_loss: 0.0311904 | Time: 7871.26 ms [2022-04-01 17:52:00 main:574] : INFO : Epoch 1962 | loss: 0.0311852 | val_loss: 0.0311886 | Time: 7383.79 ms [2022-04-01 17:52:07 main:574] : INFO : Epoch 1963 | loss: 0.0311851 | val_loss: 0.0311913 | Time: 7071.93 ms [2022-04-01 17:52:14 main:574] : INFO : Epoch 1964 | loss: 0.0311837 | val_loss: 0.0311886 | Time: 7121.93 ms [2022-04-01 17:52:21 main:574] : INFO : Epoch 1965 | loss: 0.0311832 | val_loss: 0.0311876 | Time: 7398.73 ms [2022-04-01 17:52:28 main:574] : INFO : Epoch 1966 | loss: 0.0311832 | val_loss: 0.0311871 | Time: 7171.08 ms [2022-04-01 17:52:36 main:574] : INFO : Epoch 1967 | loss: 0.0311831 | val_loss: 0.0311866 | Time: 7772.69 ms [2022-04-01 17:52:43 main:574] : INFO : Epoch 1968 | loss: 0.0311831 | val_loss: 0.031201 | Time: 7024.02 ms [2022-04-01 17:52:51 main:574] : INFO : Epoch 1969 | loss: 0.0311856 | val_loss: 0.0311871 | Time: 7298.76 ms [2022-04-01 17:52:58 main:574] : INFO : Epoch 1970 | loss: 0.0311812 | val_loss: 0.0311868 | Time: 7642.19 ms [2022-04-01 17:53:05 main:574] : INFO : Epoch 1971 | loss: 0.0311811 | val_loss: 0.0311863 | Time: 6938.96 ms [2022-04-01 17:53:12 main:574] : INFO : Epoch 1972 | loss: 0.0311807 | val_loss: 0.0311878 | Time: 6920.72 ms [2022-04-01 17:53:19 main:574] : INFO : Epoch 1973 | loss: 0.0311816 | val_loss: 0.0311863 | Time: 7093.3 ms [2022-04-01 17:53:26 main:574] : INFO : Epoch 1974 | loss: 0.0311808 | val_loss: 0.0311879 | Time: 7078.95 ms [2022-04-01 17:53:35 main:574] : INFO : Epoch 1975 | loss: 0.0311812 | val_loss: 0.0311905 | Time: 9064.13 ms [2022-04-01 17:53:42 main:574] : INFO : Epoch 1976 | loss: 0.0311826 | val_loss: 0.0311898 | Time: 7063.97 ms [2022-04-01 17:53:50 main:574] : INFO : Epoch 1977 | loss: 0.0311812 | val_loss: 0.0311871 | Time: 7454.5 ms [2022-04-01 17:53:57 main:574] : INFO : Epoch 1978 | loss: 0.0311805 | val_loss: 0.0311855 | Time: 7267.61 ms [2022-04-01 17:54:04 main:574] : INFO : Epoch 1979 | loss: 0.0311804 | val_loss: 0.0311895 | Time: 6969.68 ms [2022-04-01 17:54:11 main:574] : INFO : Epoch 1980 | loss: 0.0311856 | val_loss: 0.0311961 | Time: 6919.27 ms [2022-04-01 17:54:18 main:574] : INFO : Epoch 1981 | loss: 0.0311846 | val_loss: 0.031184 | Time: 7030.72 ms [2022-04-01 17:54:25 main:574] : INFO : Epoch 1982 | loss: 0.0311823 | val_loss: 0.0311887 | Time: 6961.9 ms [2022-04-01 17:54:33 main:574] : INFO : Epoch 1983 | loss: 0.0311831 | val_loss: 0.0311866 | Time: 7709.41 ms [2022-04-01 17:54:40 main:574] : INFO : Epoch 1984 | loss: 0.0311815 | val_loss: 0.0311832 | Time: 7164.07 ms [2022-04-01 17:54:47 main:574] : INFO : Epoch 1985 | loss: 0.0311812 | val_loss: 0.0311868 | Time: 6918.31 ms [2022-04-01 17:54:54 main:574] : INFO : Epoch 1986 | loss: 0.0311801 | val_loss: 0.0311836 | Time: 7034.29 ms [2022-04-01 17:55:01 main:574] : INFO : Epoch 1987 | loss: 0.0311792 | val_loss: 0.0311815 | Time: 6940.21 ms [2022-04-01 17:55:08 main:574] : INFO : Epoch 1988 | loss: 0.0311808 | val_loss: 0.0311812 | Time: 7109.49 ms [2022-04-01 17:55:15 main:574] : INFO : Epoch 1989 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 6816.67 ms [2022-04-01 17:55:22 main:574] : INFO : Epoch 1990 | loss: 0.0311795 | val_loss: 0.0311837 | Time: 7384.24 ms [2022-04-01 17:55:30 main:574] : INFO : Epoch 1991 | loss: 0.031182 | val_loss: 0.0311844 | Time: 7524.63 ms [2022-04-01 17:55:37 main:574] : INFO : Epoch 1992 | loss: 0.0311817 | val_loss: 0.0311812 | Time: 7487.15 ms [2022-04-01 17:55:45 main:574] : INFO : Epoch 1993 | loss: 0.0311802 | val_loss: 0.0311826 | Time: 7483.35 ms [2022-04-01 17:55:52 main:574] : INFO : Epoch 1994 | loss: 0.0311805 | val_loss: 0.031182 | Time: 7148.64 ms [2022-04-01 17:55:59 main:574] : INFO : Epoch 1995 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 7063.1 ms [2022-04-01 17:56:06 main:574] : INFO : Epoch 1996 | loss: 0.0311773 | val_loss: 0.0311802 | Time: 6849.48 ms [2022-04-01 17:56:13 main:574] : INFO : Epoch 1997 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 6857.29 ms [2022-04-01 17:56:19 main:574] : INFO : Epoch 1998 | loss: 0.0311776 | val_loss: 0.0311829 | Time: 6807.14 ms [2022-04-01 17:56:26 main:574] : INFO : Epoch 1999 | loss: 0.0311791 | val_loss: 0.0311835 | Time: 7015 ms [2022-04-01 17:56:34 main:574] : INFO : Epoch 2000 | loss: 0.0311766 | val_loss: 0.0311826 | Time: 7197.19 ms [2022-04-01 17:56:41 main:574] : INFO : Epoch 2001 | loss: 0.0311772 | val_loss: 0.0311842 | Time: 7006.28 ms [2022-04-01 17:56:47 main:574] : INFO : Epoch 2002 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 6884.18 ms [2022-04-01 17:56:54 main:574] : INFO : Epoch 2003 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 6874.56 ms [2022-04-01 17:57:01 main:574] : INFO : Epoch 2004 | loss: 0.031177 | val_loss: 0.0311803 | Time: 6940.3 ms [2022-04-01 17:57:08 main:574] : INFO : Epoch 2005 | loss: 0.0311775 | val_loss: 0.031181 | Time: 6967.96 ms [2022-04-01 17:57:15 main:574] : INFO : Epoch 2006 | loss: 0.0311791 | val_loss: 0.0311807 | Time: 7109.5 ms [2022-04-01 17:57:22 main:574] : INFO : Epoch 2007 | loss: 0.0311784 | val_loss: 0.0311872 | Time: 6980.83 ms [2022-04-01 17:57:30 main:574] : INFO : Epoch 2008 | loss: 0.0311789 | val_loss: 0.0311846 | Time: 7459.73 ms [2022-04-01 17:57:37 main:574] : INFO : Epoch 2009 | loss: 0.0311802 | val_loss: 0.0311825 | Time: 7022.32 ms [2022-04-01 17:57:44 main:574] : INFO : Epoch 2010 | loss: 0.0311771 | val_loss: 0.0311817 | Time: 7153.42 ms [2022-04-01 17:57:51 main:574] : INFO : Epoch 2011 | loss: 0.0311754 | val_loss: 0.0311797 | Time: 7225.77 ms [2022-04-01 17:57:58 main:574] : INFO : Epoch 2012 | loss: 0.0311769 | val_loss: 0.031187 | Time: 6955.73 ms [2022-04-01 17:58:06 main:574] : INFO : Epoch 2013 | loss: 0.031178 | val_loss: 0.0311818 | Time: 7274.57 ms [2022-04-01 17:58:13 main:574] : INFO : Epoch 2014 | loss: 0.0311783 | val_loss: 0.0311801 | Time: 7267.66 ms [2022-04-01 17:58:20 main:574] : INFO : Epoch 2015 | loss: 0.0311799 | val_loss: 0.0311858 | Time: 7005.78 ms [2022-04-01 17:58:27 main:574] : INFO : Epoch 2016 | loss: 0.0311808 | val_loss: 0.03119 | Time: 7073.41 ms [2022-04-01 17:58:34 main:574] : INFO : Epoch 2017 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 7151.7 ms [2022-04-01 17:58:41 main:574] : INFO : Epoch 2018 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 7113.22 ms [2022-04-01 17:58:48 main:574] : INFO : Epoch 2019 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 7180.96 ms [2022-04-01 17:58:56 main:574] : INFO : Epoch 2020 | loss: 0.031174 | val_loss: 0.0311787 | Time: 7217.27 ms [2022-04-01 17:59:03 main:574] : INFO : Epoch 2021 | loss: 0.0311737 | val_loss: 0.0311787 | Time: 7032.36 ms [2022-04-01 17:59:10 main:574] : INFO : Epoch 2022 | loss: 0.0311739 | val_loss: 0.0311771 | Time: 7006.76 ms [2022-04-01 17:59:17 main:574] : INFO : Epoch 2023 | loss: 0.0311759 | val_loss: 0.0311785 | Time: 7035.34 ms [2022-04-01 17:59:24 main:574] : INFO : Epoch 2024 | loss: 0.0311755 | val_loss: 0.0311796 | Time: 6967.24 ms [2022-04-01 17:59:32 main:574] : INFO : Epoch 2025 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 8234.15 ms [2022-04-01 17:59:39 main:574] : INFO : Epoch 2026 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 6887.52 ms [2022-04-01 17:59:46 main:574] : INFO : Epoch 2027 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 7003.27 ms [2022-04-01 17:59:53 main:574] : INFO : Epoch 2028 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 7176.95 ms [2022-04-01 18:00:00 main:574] : INFO : Epoch 2029 | loss: 0.0311729 | val_loss: 0.0311819 | Time: 7173.71 ms [2022-04-01 18:00:07 main:574] : INFO : Epoch 2030 | loss: 0.0311723 | val_loss: 0.0311804 | Time: 7164.7 ms [2022-04-01 18:00:14 main:574] : INFO : Epoch 2031 | loss: 0.0311731 | val_loss: 0.0311816 | Time: 7088.64 ms [2022-04-01 18:00:21 main:574] : INFO : Epoch 2032 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 7056.22 ms [2022-04-01 18:00:29 main:574] : INFO : Epoch 2033 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 7976.63 ms [2022-04-01 18:00:37 main:574] : INFO : Epoch 2034 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 7659.33 ms [2022-04-01 18:00:44 main:574] : INFO : Epoch 2035 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 7257.69 ms [2022-04-01 18:00:51 main:574] : INFO : Epoch 2036 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 6884.73 ms [2022-04-01 18:00:58 main:574] : INFO : Epoch 2037 | loss: 0.0311763 | val_loss: 0.0311819 | Time: 6813.85 ms [2022-04-01 18:01:05 main:574] : INFO : Epoch 2038 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 7116.82 ms [2022-04-01 18:01:12 main:574] : INFO : Epoch 2039 | loss: 0.0311748 | val_loss: 0.0311834 | Time: 6791.46 ms [2022-04-01 18:01:19 main:574] : INFO : Epoch 2040 | loss: 0.0311758 | val_loss: 0.0311824 | Time: 6895.73 ms [2022-04-01 18:01:26 main:574] : INFO : Epoch 2041 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 7163.61 ms [2022-04-01 18:01:34 main:574] : INFO : Epoch 2042 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 7573.35 ms [2022-04-01 18:01:41 main:574] : INFO : Epoch 2043 | loss: 0.0311736 | val_loss: 0.03118 | Time: 7062.71 ms [2022-04-01 18:01:48 main:574] : INFO : Epoch 2044 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 6893.94 ms [2022-04-01 18:01:55 main:574] : INFO : Epoch 2045 | loss: 0.0311726 | val_loss: 0.0311818 | Time: 6986.5 ms [2022-04-01 18:02:02 main:574] : INFO : Epoch 2046 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 7186.22 ms [2022-04-01 18:02:09 main:574] : INFO : Epoch 2047 | loss: 0.031173 | val_loss: 0.0311869 | Time: 7016.97 ms [2022-04-01 18:02:16 main:574] : INFO : Epoch 2048 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 6783.5 ms [2022-04-01 18:02:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311833 [2022-04-01 18:02:16 main:603] : INFO : Saving end state to config to file [2022-04-01 18:02:16 main:608] : INFO : Success, exiting.. 18:02:16 (2224): 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)