Task 12845590
| Name | ParityModified-1645996891-29072-3-0_0 |
| Workunit | 9988384 |
| Created | 9 Mar 2022, 22:57:38 UTC |
| Sent | 11 Mar 2022, 0:55:21 UTC |
| Report deadline | 19 Mar 2022, 0:55:21 UTC |
| Received | 11 Mar 2022, 18:23:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 4 hours 2 min 28 sec |
| CPU time | 1 hours 8 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,455.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 7:23:24 main:574] : INFO : Epoch 1567 | loss: 0.0311839 | val_loss: 0.0311897 | Time: 7658.22 ms [2022-03-11 07:23:33 main:574] : INFO : Epoch 1568 | loss: 0.0311831 | val_loss: 0.0311893 | Time: 6818.38 ms [2022-03-11 07:23:44 main:574] : INFO : Epoch 1569 | loss: 0.0311835 | val_loss: 0.0311922 | Time: 7362.5 ms [2022-03-11 07:23:53 main:574] : INFO : Epoch 1570 | loss: 0.0311833 | val_loss: 0.0311884 | Time: 6884.12 ms [2022-03-11 07:24:00 main:574] : INFO : Epoch 1571 | loss: 0.0311822 | val_loss: 0.0311885 | Time: 5904.83 ms [2022-03-11 07:24:12 main:574] : INFO : Epoch 1572 | loss: 0.0311828 | val_loss: 0.0311877 | Time: 6815.93 ms [2022-03-11 07:24:28 main:574] : INFO : Epoch 1573 | loss: 0.0311818 | val_loss: 0.0311864 | Time: 10513.2 ms [2022-03-11 07:24:38 main:574] : INFO : Epoch 1574 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 9252.65 ms [2022-03-11 07:24:53 main:574] : INFO : Epoch 1575 | loss: 0.0311804 | val_loss: 0.0311859 | Time: 10023.1 ms [2022-03-11 07:25:05 main:574] : INFO : Epoch 1576 | loss: 0.0311807 | val_loss: 0.0311846 | Time: 6092.44 ms [2022-03-11 07:25:15 main:574] : INFO : Epoch 1577 | loss: 0.0311802 | val_loss: 0.0311855 | Time: 9050.67 ms [2022-03-11 07:25:24 main:574] : INFO : Epoch 1578 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 5487.64 ms [2022-03-11 07:25:34 main:574] : INFO : Epoch 1579 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 8642.43 ms [2022-03-11 07:25:49 main:574] : INFO : Epoch 1580 | loss: 0.0311801 | val_loss: 0.0311817 | Time: 10483.3 ms [2022-03-11 07:25:58 main:574] : INFO : Epoch 1581 | loss: 0.0311807 | val_loss: 0.0311919 | Time: 7581.6 ms [2022-03-11 07:26:07 main:574] : INFO : Epoch 1582 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 5348.95 ms [2022-03-11 07:26:17 main:574] : INFO : Epoch 1583 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 7198.02 ms [2022-03-11 07:26:28 main:574] : INFO : Epoch 1584 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 8483.91 ms [2022-03-11 07:26:39 main:574] : INFO : Epoch 1585 | loss: 0.0311787 | val_loss: 0.0311823 | Time: 6880.6 ms [2022-03-11 07:26:49 main:574] : INFO : Epoch 1586 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 9022.46 ms [2022-03-11 07:26:57 main:574] : INFO : Epoch 1587 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 7316.93 ms [2022-03-11 07:27:09 main:574] : INFO : Epoch 1588 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 8704.81 ms [2022-03-11 07:27:19 main:574] : INFO : Epoch 1589 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 8194.82 ms [2022-03-11 07:27:30 main:574] : INFO : Epoch 1590 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 7778.08 ms [2022-03-11 07:27:45 main:574] : INFO : Epoch 1591 | loss: 0.0311774 | val_loss: 0.0311815 | Time: 9755.2 ms [2022-03-11 07:27:54 main:574] : INFO : Epoch 1592 | loss: 0.031177 | val_loss: 0.0311821 | Time: 6756.02 ms [2022-03-11 07:28:05 main:574] : INFO : Epoch 1593 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 7869.82 ms [2022-03-11 07:28:13 main:574] : INFO : Epoch 1594 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 6860.76 ms [2022-03-11 07:28:23 main:574] : INFO : Epoch 1595 | loss: 0.0311767 | val_loss: 0.03118 | Time: 8534.82 ms [2022-03-11 07:28:34 main:574] : INFO : Epoch 1596 | loss: 0.0311762 | val_loss: 0.0311789 | Time: 9384.1 ms [2022-03-11 07:28:43 main:574] : INFO : Epoch 1597 | loss: 0.0311757 | val_loss: 0.0311805 | Time: 6989.44 ms [2022-03-11 07:28:52 main:574] : INFO : Epoch 1598 | loss: 0.0311771 | val_loss: 0.0311786 | Time: 6967.39 ms [2022-03-11 07:29:00 main:574] : INFO : Epoch 1599 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 7186.25 ms [2022-03-11 07:29:14 main:574] : INFO : Epoch 1600 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 10007.4 ms [2022-03-11 07:29:24 main:574] : INFO : Epoch 1601 | loss: 0.0311748 | val_loss: 0.0311783 | Time: 7291.08 ms [2022-03-11 07:29:34 main:574] : INFO : Epoch 1602 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 8176.88 ms [2022-03-11 07:29:47 main:574] : INFO : Epoch 1603 | loss: 0.0311748 | val_loss: 0.0311791 | Time: 8981.91 ms [2022-03-11 07:30:03 main:574] : INFO : Epoch 1604 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 8331.7 ms [2022-03-11 07:30:13 main:574] : INFO : Epoch 1605 | loss: 0.0311744 | val_loss: 0.0311782 | Time: 8083.3 ms [2022-03-11 07:30:22 main:574] : INFO : Epoch 1606 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 5953.18 ms [2022-03-11 07:30:33 main:574] : INFO : Epoch 1607 | loss: 0.0311739 | val_loss: 0.0311803 | Time: 7804.08 ms [2022-03-11 07:30:44 main:574] : INFO : Epoch 1608 | loss: 0.0311743 | val_loss: 0.0311801 | Time: 8569.31 ms [2022-03-11 07:30:54 main:574] : INFO : Epoch 1609 | loss: 0.0311745 | val_loss: 0.0311811 | Time: 7662.39 ms [2022-03-11 07:31:07 main:574] : INFO : Epoch 1610 | loss: 0.0311741 | val_loss: 0.0311807 | Time: 8012.88 ms [2022-03-11 07:31:21 main:574] : INFO : Epoch 1611 | loss: 0.0311738 | val_loss: 0.0311798 | Time: 9046.68 ms [2022-03-11 07:31:33 main:574] : INFO : Epoch 1612 | loss: 0.0311743 | val_loss: 0.0311801 | Time: 7090.71 ms [2022-03-11 07:31:43 main:574] : INFO : Epoch 1613 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 5709.99 ms [2022-03-11 07:31:51 main:574] : INFO : Epoch 1614 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 6536.8 ms [2022-03-11 07:32:02 main:574] : INFO : Epoch 1615 | loss: 0.0311746 | val_loss: 0.0311815 | Time: 6314.46 ms [2022-03-11 07:32:11 main:574] : INFO : Epoch 1616 | loss: 0.0311764 | val_loss: 0.0311831 | Time: 7307.47 ms [2022-03-11 07:32:22 main:574] : INFO : Epoch 1617 | loss: 0.031175 | val_loss: 0.0311806 | Time: 7479.97 ms [2022-03-11 07:32:31 main:574] : INFO : Epoch 1618 | loss: 0.031174 | val_loss: 0.0311783 | Time: 5924.04 ms [2022-03-11 07:32:39 main:574] : INFO : Epoch 1619 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 5895.82 ms [2022-03-11 07:32:48 main:574] : INFO : Epoch 1620 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 7270.13 ms [2022-03-11 07:33:00 main:574] : INFO : Epoch 1621 | loss: 0.0311725 | val_loss: 0.0311788 | Time: 7136.91 ms [2022-03-11 07:33:08 main:574] : INFO : Epoch 1622 | loss: 0.0311725 | val_loss: 0.0311777 | Time: 5616.09 ms [2022-03-11 07:33:16 main:574] : INFO : Epoch 1623 | loss: 0.0311722 | val_loss: 0.03118 | Time: 6375.08 ms [2022-03-11 07:33:23 main:574] : INFO : Epoch 1624 | loss: 0.031174 | val_loss: 0.0311791 | Time: 5748.09 ms [2022-03-11 07:33:25 main:574] : INFO : Epoch 1625 | loss: 0.0311731 | val_loss: 0.0311846 | Time: 2556.16 ms [2022-03-11 07:33:31 main:574] : INFO : Epoch 1626 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 5792.02 ms [2022-03-11 07:33:42 main:574] : INFO : Epoch 1627 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 6861.03 ms [2022-03-11 07:33:52 main:574] : INFO : Epoch 1628 | loss: 0.031175 | val_loss: 0.031178 | Time: 7922.26 ms [2022-03-11 07:33:58 main:574] : INFO : Epoch 1629 | loss: 0.0311728 | val_loss: 0.031178 | Time: 5116.82 ms [2022-03-11 07:34:09 main:574] : INFO : Epoch 1630 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 8705.28 ms [2022-03-11 07:34:18 main:574] : INFO : Epoch 1631 | loss: 0.0311751 | val_loss: 0.0311811 | Time: 7635.57 ms [2022-03-11 07:34:27 main:574] : INFO : Epoch 1632 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 8209.94 ms [2022-03-11 07:34:37 main:574] : INFO : Epoch 1633 | loss: 0.031175 | val_loss: 0.0311794 | Time: 7566.64 ms [2022-03-11 07:34:50 main:574] : INFO : Epoch 1634 | loss: 0.0311758 | val_loss: 0.0311805 | Time: 9135.09 ms [2022-03-11 07:35:04 main:574] : INFO : Epoch 1635 | loss: 0.0311745 | val_loss: 0.0311776 | Time: 8964.3 ms [2022-03-11 07:35:11 main:574] : INFO : Epoch 1636 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 6045.33 ms [2022-03-11 07:35:22 main:574] : INFO : Epoch 1637 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 7917.34 ms [2022-03-11 07:35:33 main:574] : INFO : Epoch 1638 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 7818.67 ms [2022-03-11 07:35:43 main:574] : INFO : Epoch 1639 | loss: 0.0311751 | val_loss: 0.0311779 | Time: 6064.04 ms [2022-03-11 07:35:55 main:574] : INFO : Epoch 1640 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 7767.65 ms [2022-03-11 07:36:06 main:574] : INFO : Epoch 1641 | loss: 0.0311746 | val_loss: 0.031177 | Time: 7276.53 ms [2022-03-11 07:36:18 main:574] : INFO : Epoch 1642 | loss: 0.0311761 | val_loss: 0.0311766 | Time: 6392.06 ms [2022-03-11 07:36:27 main:574] : INFO : Epoch 1643 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 4981.42 ms [2022-03-11 07:36:37 main:574] : INFO : Epoch 1644 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 7000.64 ms [2022-03-11 07:36:47 main:574] : INFO : Epoch 1645 | loss: 0.0311741 | val_loss: 0.0311797 | Time: 7159.02 ms [2022-03-11 07:36:56 main:574] : INFO : Epoch 1646 | loss: 0.0311756 | val_loss: 0.0311802 | Time: 6099.39 ms [2022-03-11 07:37:08 main:574] : INFO : Epoch 1647 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 7786.63 ms [2022-03-11 07:37:22 main:574] : INFO : Epoch 1648 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 5544.15 ms [2022-03-11 07:37:31 main:574] : INFO : Epoch 1649 | loss: 0.0311733 | val_loss: 0.0311807 | Time: 6597.16 ms [2022-03-11 07:37:44 main:574] : INFO : Epoch 1650 | loss: 0.0311736 | val_loss: 0.0311777 | Time: 8550.38 ms [2022-03-11 07:37:54 main:574] : INFO : Epoch 1651 | loss: 0.031173 | val_loss: 0.031178 | Time: 8017.42 ms [2022-03-11 07:38:05 main:574] : INFO : Epoch 1652 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 7154.76 ms [2022-03-11 07:38:14 main:574] : INFO : Epoch 1653 | loss: 0.0311724 | val_loss: 0.0311783 | Time: 8166.19 ms [2022-03-11 07:38:27 main:574] : INFO : Epoch 1654 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 7039.09 ms [2022-03-11 07:38:38 main:574] : INFO : Epoch 1655 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 6416.88 ms [2022-03-11 07:38:47 main:574] : INFO : Epoch 1656 | loss: 0.031174 | val_loss: 0.0311789 | Time: 7325.52 ms [2022-03-11 07:38:59 main:574] : INFO : Epoch 1657 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 6770.16 ms [2022-03-11 07:39:06 main:574] : INFO : Epoch 1658 | loss: 0.0311734 | val_loss: 0.0311787 | Time: 5756.57 ms [2022-03-11 07:39:15 main:574] : INFO : Epoch 1659 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 5584.2 ms [2022-03-11 07:39:25 main:574] : INFO : Epoch 1660 | loss: 0.0311727 | val_loss: 0.0311764 | Time: 7543.27 ms [2022-03-11 07:39:35 main:574] : INFO : Epoch 1661 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 6614.57 ms [2022-03-11 07:39:44 main:574] : INFO : Epoch 1662 | loss: 0.031171 | val_loss: 0.0311758 | Time: 6216.03 ms [2022-03-11 07:39:51 main:574] : INFO : Epoch 1663 | loss: 0.0311728 | val_loss: 0.0311764 | Time: 5599.89 ms [2022-03-11 07:40:02 main:574] : INFO : Epoch 1664 | loss: 0.0311717 | val_loss: 0.0311777 | Time: 8518.54 ms [2022-03-11 07:40:11 main:574] : INFO : Epoch 1665 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 7409.93 ms [2022-03-11 07:40:19 main:574] : INFO : Epoch 1666 | loss: 0.031173 | val_loss: 0.0311802 | Time: 6626.62 ms [2022-03-11 07:40:33 main:574] : INFO : Epoch 1667 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 9901.02 ms [2022-03-11 07:40:42 main:574] : INFO : Epoch 1668 | loss: 0.031173 | val_loss: 0.0311755 | Time: 6633.32 ms [2022-03-11 07:40:54 main:574] : INFO : Epoch 1669 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 7987.15 ms [2022-03-11 07:41:07 main:574] : INFO : Epoch 1670 | loss: 0.0311715 | val_loss: 0.0311793 | Time: 10302.5 ms [2022-03-11 07:41:17 main:574] : INFO : Epoch 1671 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 7864.67 ms [2022-03-11 07:41:26 main:574] : INFO : Epoch 1672 | loss: 0.0311712 | val_loss: 0.0311759 | Time: 7007.87 ms [2022-03-11 07:41:37 main:574] : INFO : Epoch 1673 | loss: 0.0311712 | val_loss: 0.0311756 | Time: 8376.17 ms [2022-03-11 07:41:44 main:574] : INFO : Epoch 1674 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 7219.91 ms [2022-03-11 07:41:58 main:574] : INFO : Epoch 1675 | loss: 0.031171 | val_loss: 0.0311797 | Time: 10371.9 ms [2022-03-11 07:42:07 main:574] : INFO : Epoch 1676 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 8225.89 ms [2022-03-11 07:42:13 main:574] : INFO : Epoch 1677 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 5887.1 ms [2022-03-11 07:42:26 main:574] : INFO : Epoch 1678 | loss: 0.0311697 | val_loss: 0.0311783 | Time: 9603.88 ms [2022-03-11 07:42:38 main:574] : INFO : Epoch 1679 | loss: 0.0311694 | val_loss: 0.0311772 | Time: 8398.09 ms [2022-03-11 07:42:46 main:574] : INFO : Epoch 1680 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 5847.23 ms [2022-03-11 07:42:58 main:574] : INFO : Epoch 1681 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 9184.6 ms [2022-03-11 07:43:11 main:574] : INFO : Epoch 1682 | loss: 0.0311738 | val_loss: 0.031179 | Time: 7005.01 ms [2022-03-11 07:43:25 main:574] : INFO : Epoch 1683 | loss: 0.031172 | val_loss: 0.0311768 | Time: 8343.42 ms [2022-03-11 07:43:34 main:574] : INFO : Epoch 1684 | loss: 0.0311731 | val_loss: 0.0311784 | Time: 8574.92 ms [2022-03-11 07:43:45 main:574] : INFO : Epoch 1685 | loss: 0.0311726 | val_loss: 0.0311782 | Time: 8044.88 ms [2022-03-11 07:43:56 main:574] : INFO : Epoch 1686 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 9287.64 ms [2022-03-11 07:44:07 main:574] : INFO : Epoch 1687 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 6146.46 ms [2022-03-11 07:44:17 main:574] : INFO : Epoch 1688 | loss: 0.031171 | val_loss: 0.0311776 | Time: 6768.2 ms [2022-03-11 07:44:24 main:574] : INFO : Epoch 1689 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 5183.09 ms [2022-03-11 07:44:33 main:574] : INFO : Epoch 1690 | loss: 0.0311714 | val_loss: 0.0311786 | Time: 7516.02 ms [2022-03-11 07:44:42 main:574] : INFO : Epoch 1691 | loss: 0.0311716 | val_loss: 0.0311778 | Time: 6916.35 ms [2022-03-11 07:44:49 main:574] : INFO : Epoch 1692 | loss: 0.0311703 | val_loss: 0.0311778 | Time: 6241.55 ms [2022-03-11 07:45:00 main:574] : INFO : Epoch 1693 | loss: 0.0311698 | val_loss: 0.031178 | Time: 8585.08 ms [2022-03-11 07:45:11 main:574] : INFO : Epoch 1694 | loss: 0.0311698 | val_loss: 0.0311769 | Time: 7958.51 ms [2022-03-11 07:45:22 main:574] : INFO : Epoch 1695 | loss: 0.031169 | val_loss: 0.0311779 | Time: 7684.2 ms [2022-03-11 07:45:30 main:574] : INFO : Epoch 1696 | loss: 0.0311705 | val_loss: 0.0311821 | Time: 6301.18 ms [2022-03-11 07:45:42 main:574] : INFO : Epoch 1697 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 8362.82 ms [2022-03-11 07:45:52 main:574] : INFO : Epoch 1698 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 5841.5 ms [2022-03-11 07:45:56 main:574] : INFO : Epoch 1699 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 3517.45 ms [2022-03-11 07:46:03 main:574] : INFO : Epoch 1700 | loss: 0.0311727 | val_loss: 0.0311784 | Time: 7154.54 ms [2022-03-11 07:46:11 main:574] : INFO : Epoch 1701 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 7737.86 ms [2022-03-11 07:46:18 main:574] : INFO : Epoch 1702 | loss: 0.0311731 | val_loss: 0.0311839 | Time: 6111.99 ms [2022-03-11 07:46:28 main:574] : INFO : Epoch 1703 | loss: 0.0311732 | val_loss: 0.0311782 | Time: 8422.07 ms [2022-03-11 07:46:37 main:574] : INFO : Epoch 1704 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 6720.92 ms [2022-03-11 07:46:45 main:574] : INFO : Epoch 1705 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 5850.88 ms [2022-03-11 07:46:54 main:574] : INFO : Epoch 1706 | loss: 0.0311701 | val_loss: 0.031176 | Time: 8889.38 ms [2022-03-11 07:47:06 main:574] : INFO : Epoch 1707 | loss: 0.03117 | val_loss: 0.0311763 | Time: 8211.8 ms [2022-03-11 07:47:18 main:574] : INFO : Epoch 1708 | loss: 0.0311697 | val_loss: 0.0311764 | Time: 6681.92 ms [2022-03-11 07:47:27 main:574] : INFO : Epoch 1709 | loss: 0.0311697 | val_loss: 0.0311764 | Time: 6981.69 ms [2022-03-11 07:47:35 main:574] : INFO : Epoch 1710 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 5640.5 ms [2022-03-11 07:47:44 main:574] : INFO : Epoch 1711 | loss: 0.0311694 | val_loss: 0.0311786 | Time: 4911.78 ms [2022-03-11 07:47:53 main:574] : INFO : Epoch 1712 | loss: 0.0311706 | val_loss: 0.031178 | Time: 7704.81 ms [2022-03-11 07:48:01 main:574] : INFO : Epoch 1713 | loss: 0.0311698 | val_loss: 0.0311774 | Time: 6088.69 ms [2022-03-11 07:48:09 main:574] : INFO : Epoch 1714 | loss: 0.0311697 | val_loss: 0.0311786 | Time: 6842.05 ms [2022-03-11 07:48:17 main:574] : INFO : Epoch 1715 | loss: 0.0311713 | val_loss: 0.0311784 | Time: 6867.6 ms [2022-03-11 07:48:28 main:574] : INFO : Epoch 1716 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 6476.72 ms [2022-03-11 07:48:39 main:574] : INFO : Epoch 1717 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 7420.15 ms [2022-03-11 07:48:52 main:574] : INFO : Epoch 1718 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 7837.77 ms [2022-03-11 07:49:01 main:574] : INFO : Epoch 1719 | loss: 0.0311701 | val_loss: 0.0311779 | Time: 6501.49 ms [2022-03-11 07:49:11 main:574] : INFO : Epoch 1720 | loss: 0.0311713 | val_loss: 0.0311785 | Time: 7797.67 ms [2022-03-11 07:49:21 main:574] : INFO : Epoch 1721 | loss: 0.0311703 | val_loss: 0.0311772 | Time: 7008.17 ms [2022-03-11 07:49:28 main:574] : INFO : Epoch 1722 | loss: 0.0311693 | val_loss: 0.0311764 | Time: 6297.88 ms [2022-03-11 07:49:38 main:574] : INFO : Epoch 1723 | loss: 0.031169 | val_loss: 0.0311768 | Time: 6422.56 ms [2022-03-11 07:49:46 main:574] : INFO : Epoch 1724 | loss: 0.0311695 | val_loss: 0.0311804 | Time: 6020.34 ms [2022-03-11 07:49:57 main:574] : INFO : Epoch 1725 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 6638.6 ms [2022-03-11 07:50:08 main:574] : INFO : Epoch 1726 | loss: 0.0311697 | val_loss: 0.0311779 | Time: 8905.56 ms [2022-03-11 07:50:19 main:574] : INFO : Epoch 1727 | loss: 0.0311682 | val_loss: 0.031177 | Time: 8822.89 ms [2022-03-11 07:50:31 main:574] : INFO : Epoch 1728 | loss: 0.031168 | val_loss: 0.0311766 | Time: 7559.47 ms [2022-03-11 07:50:43 main:574] : INFO : Epoch 1729 | loss: 0.0311684 | val_loss: 0.0311771 | Time: 8204 ms [2022-03-11 07:50:56 main:574] : INFO : Epoch 1730 | loss: 0.0311685 | val_loss: 0.031176 | Time: 9385.65 ms [2022-03-11 07:51:08 main:574] : INFO : Epoch 1731 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 8055.36 ms [2022-03-11 07:51:21 main:574] : INFO : Epoch 1732 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 6228.81 ms [2022-03-11 07:51:31 main:574] : INFO : Epoch 1733 | loss: 0.0311689 | val_loss: 0.0311784 | Time: 8876.68 ms [2022-03-11 07:51:43 main:574] : INFO : Epoch 1734 | loss: 0.0311687 | val_loss: 0.0311783 | Time: 8673.4 ms [2022-03-11 07:51:53 main:574] : INFO : Epoch 1735 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 6682.73 ms [2022-03-11 07:52:01 main:574] : INFO : Epoch 1736 | loss: 0.0311678 | val_loss: 0.0311782 | Time: 5550.96 ms [2022-03-11 07:52:13 main:574] : INFO : Epoch 1737 | loss: 0.0311691 | val_loss: 0.0311797 | Time: 8104.45 ms [2022-03-11 07:52:26 main:574] : INFO : Epoch 1738 | loss: 0.0311681 | val_loss: 0.0311793 | Time: 8027.01 ms [2022-03-11 07:52:33 main:574] : INFO : Epoch 1739 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 6073.85 ms [2022-03-11 07:52:54 main:574] : INFO : Epoch 1740 | loss: 0.0311681 | val_loss: 0.0311778 | Time: 8851.4 ms [2022-03-11 07:53:03 main:574] : INFO : Epoch 1741 | loss: 0.0311688 | val_loss: 0.0311813 | Time: 7781.09 ms [2022-03-11 07:53:15 main:574] : INFO : Epoch 1742 | loss: 0.0311693 | val_loss: 0.031177 | Time: 9044.03 ms [2022-03-11 07:53:27 main:574] : INFO : Epoch 1743 | loss: 0.0311695 | val_loss: 0.031179 | Time: 7814.26 ms [2022-03-11 07:53:36 main:574] : INFO : Epoch 1744 | loss: 0.0311691 | val_loss: 0.0311781 | Time: 8324.92 ms [2022-03-11 07:53:44 main:574] : INFO : Epoch 1745 | loss: 0.0311692 | val_loss: 0.0311785 | Time: 7288.98 ms [2022-03-11 07:53:57 main:574] : INFO : Epoch 1746 | loss: 0.0311699 | val_loss: 0.0311793 | Time: 9775.75 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2060) [2022-03-11 08:55:30 main:435] : INFO : Set logging level to 1 [2022-03-11 08:55:30 main:441] : INFO : Running in BOINC Client mode [2022-03-11 08:55:30 main:444] : INFO : Resolving all filenames [2022-03-11 08:55:30 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-11 08:55:30 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-11 08:55:30 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-11 08:55:30 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-11 08:55:30 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-11 08:55:30 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-11 08:55:30 main:474] : INFO : Configuration: [2022-03-11 08:55:30 main:475] : INFO : Model type: GRU [2022-03-11 08:55:30 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-11 08:55:30 main:477] : INFO : Max Epochs: 2048 [2022-03-11 08:55:30 main:478] : INFO : Batch Size: 128 [2022-03-11 08:55:30 main:479] : INFO : Learning Rate: 0.01 [2022-03-11 08:55:30 main:480] : INFO : Patience: 10 [2022-03-11 08:55:30 main:481] : INFO : Hidden Width: 12 [2022-03-11 08:55:30 main:482] : INFO : # Recurrent Layers: 4 [2022-03-11 08:55:30 main:483] : INFO : # Backend Layers: 4 [2022-03-11 08:55:30 main:484] : INFO : # Threads: 1 [2022-03-11 08:55:30 main:486] : INFO : Preparing Dataset [2022-03-11 08:55:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-11 08:55:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-11 08:55:39 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-11 08:55:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-11 08:55:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-11 08:55:50 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-11 08:55:50 main:494] : INFO : Creating Model [2022-03-11 08:55:50 main:507] : INFO : Preparing config file [2022-03-11 08:55:50 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-11 08:55:50 main:512] : INFO : Loading config [2022-03-11 08:55:50 main:514] : INFO : Loading state [2022-03-11 08:55:52 main:559] : INFO : Loading DataLoader into Memory [2022-03-11 08:55:52 main:562] : INFO : Starting Training [2022-03-11 08:55:54 main:574] : INFO : Epoch 1747 | loss: 0.0312727 | val_loss: 0.0312063 | Time: 2703.28 ms [2022-03-11 08:56:00 main:574] : INFO : Epoch 1748 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 2220.28 ms [2022-03-11 08:56:04 main:574] : INFO : Epoch 1749 | loss: 0.0311761 | val_loss: 0.0311817 | Time: 2267.77 ms [2022-03-11 08:56:09 main:574] : INFO : Epoch 1750 | loss: 0.0311732 | val_loss: 0.0311815 | Time: 2173.52 ms [2022-03-11 08:56:14 main:574] : INFO : Epoch 1751 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 2214 ms [2022-03-11 08:56:20 main:574] : INFO : Epoch 1752 | loss: 0.0311721 | val_loss: 0.0311781 | Time: 2159.43 ms [2022-03-11 08:56:23 main:574] : INFO : Epoch 1753 | loss: 0.0311745 | val_loss: 0.031194 | Time: 2304.39 ms [2022-03-11 08:56:28 main:574] : INFO : Epoch 1754 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 2244.05 ms [2022-03-11 08:56:33 main:574] : INFO : Epoch 1755 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 2169.71 ms [2022-03-11 08:56:38 main:574] : INFO : Epoch 1756 | loss: 0.0311721 | val_loss: 0.0311788 | Time: 2232.27 ms [2022-03-11 08:56:44 main:574] : INFO : Epoch 1757 | loss: 0.0311711 | val_loss: 0.0311791 | Time: 2186.38 ms [2022-03-11 08:56:49 main:574] : INFO : Epoch 1758 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 2281.06 ms [2022-03-11 08:56:57 main:574] : INFO : Epoch 1759 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 2309.36 ms [2022-03-11 08:57:00 main:574] : INFO : Epoch 1760 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 2204.92 ms [2022-03-11 08:57:05 main:574] : INFO : Epoch 1761 | loss: 0.0311709 | val_loss: 0.0311781 | Time: 2239.63 ms [2022-03-11 08:57:10 main:574] : INFO : Epoch 1762 | loss: 0.0311715 | val_loss: 0.0311793 | Time: 2250.77 ms [2022-03-11 08:57:15 main:574] : INFO : Epoch 1763 | loss: 0.0311705 | val_loss: 0.0311781 | Time: 2166.93 ms [2022-03-11 08:57:20 main:574] : INFO : Epoch 1764 | loss: 0.0311705 | val_loss: 0.0311815 | Time: 2192.07 ms [2022-03-11 08:57:24 main:574] : INFO : Epoch 1765 | loss: 0.0311721 | val_loss: 0.0311841 | Time: 2983.78 ms [2022-03-11 08:57:30 main:574] : INFO : Epoch 1766 | loss: 0.0311721 | val_loss: 0.031178 | Time: 2219.02 ms [2022-03-11 08:57:33 main:574] : INFO : Epoch 1767 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 2178.08 ms [2022-03-11 08:57:37 main:574] : INFO : Epoch 1768 | loss: 0.031173 | val_loss: 0.0311788 | Time: 2261.87 ms [2022-03-11 08:57:41 main:574] : INFO : Epoch 1769 | loss: 0.0311713 | val_loss: 0.0311778 | Time: 2268.95 ms [2022-03-11 08:57:47 main:574] : INFO : Epoch 1770 | loss: 0.0311706 | val_loss: 0.031177 | Time: 2295.34 ms [2022-03-11 08:57:52 main:574] : INFO : Epoch 1771 | loss: 0.0311695 | val_loss: 0.0311765 | Time: 2232.23 ms [2022-03-11 08:57:59 main:574] : INFO : Epoch 1772 | loss: 0.0311714 | val_loss: 0.0311785 | Time: 3092.35 ms [2022-03-11 08:58:03 main:574] : INFO : Epoch 1773 | loss: 0.0311717 | val_loss: 0.031179 | Time: 2258.77 ms [2022-03-11 08:58:07 main:574] : INFO : Epoch 1774 | loss: 0.0311684 | val_loss: 0.0311787 | Time: 2187.08 ms [2022-03-11 08:58:14 main:574] : INFO : Epoch 1775 | loss: 0.0311687 | val_loss: 0.0311778 | Time: 2216.51 ms [2022-03-11 08:58:18 main:574] : INFO : Epoch 1776 | loss: 0.0311683 | val_loss: 0.0311799 | Time: 2249.65 ms [2022-03-11 08:58:24 main:574] : INFO : Epoch 1777 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 2295.91 ms [2022-03-11 08:58:30 main:574] : INFO : Epoch 1778 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 2195.72 ms [2022-03-11 08:58:34 main:574] : INFO : Epoch 1779 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 2564.83 ms [2022-03-11 08:58:40 main:574] : INFO : Epoch 1780 | loss: 0.0311708 | val_loss: 0.0311771 | Time: 2216.04 ms [2022-03-11 08:58:54 main:574] : INFO : Epoch 1781 | loss: 0.0311705 | val_loss: 0.0311761 | Time: 2091.76 ms [2022-03-11 08:58:59 main:574] : INFO : Epoch 1782 | loss: 0.0311688 | val_loss: 0.0311775 | Time: 2411.67 ms [2022-03-11 08:59:04 main:574] : INFO : Epoch 1783 | loss: 0.0311712 | val_loss: 0.0311777 | Time: 2212.83 ms [2022-03-11 08:59:10 main:574] : INFO : Epoch 1784 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 2156.86 ms [2022-03-11 08:59:15 main:574] : INFO : Epoch 1785 | loss: 0.0311714 | val_loss: 0.0311772 | Time: 2227.73 ms [2022-03-11 08:59:21 main:574] : INFO : Epoch 1786 | loss: 0.0311709 | val_loss: 0.0311771 | Time: 2215.1 ms [2022-03-11 08:59:24 main:574] : INFO : Epoch 1787 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 2271.6 ms [2022-03-11 08:59:30 main:574] : INFO : Epoch 1788 | loss: 0.0311719 | val_loss: 0.0311808 | Time: 2164.05 ms [2022-03-11 08:59:34 main:574] : INFO : Epoch 1789 | loss: 0.031172 | val_loss: 0.0311781 | Time: 2259.81 ms [2022-03-11 08:59:37 main:574] : INFO : Epoch 1790 | loss: 0.0311697 | val_loss: 0.031178 | Time: 2224.15 ms [2022-03-11 08:59:41 main:574] : INFO : Epoch 1791 | loss: 0.0311701 | val_loss: 0.0311784 | Time: 2173.24 ms [2022-03-11 08:59:44 main:574] : INFO : Epoch 1792 | loss: 0.0311696 | val_loss: 0.0311795 | Time: 2201.98 ms [2022-03-11 08:59:50 main:574] : INFO : Epoch 1793 | loss: 0.0311711 | val_loss: 0.031179 | Time: 2135.27 ms [2022-03-11 08:59:59 main:574] : INFO : Epoch 1794 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 2218.59 ms [2022-03-11 09:00:04 main:574] : INFO : Epoch 1795 | loss: 0.0311708 | val_loss: 0.0311785 | Time: 2194.88 ms [2022-03-11 09:00:08 main:574] : INFO : Epoch 1796 | loss: 0.0311708 | val_loss: 0.0311806 | Time: 2266.57 ms [2022-03-11 09:00:12 main:574] : INFO : Epoch 1797 | loss: 0.0311717 | val_loss: 0.0311828 | Time: 2163.59 ms [2022-03-11 09:00:15 main:574] : INFO : Epoch 1798 | loss: 0.0311742 | val_loss: 0.0311845 | Time: 2171.65 ms [2022-03-11 09:00:20 main:574] : INFO : Epoch 1799 | loss: 0.031175 | val_loss: 0.0311798 | Time: 2188.62 ms [2022-03-11 09:00:25 main:574] : INFO : Epoch 1800 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 2154.71 ms [2022-03-11 09:00:29 main:574] : INFO : Epoch 1801 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 2284.12 ms [2022-03-11 09:00:34 main:574] : INFO : Epoch 1802 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 2191.66 ms [2022-03-11 09:00:39 main:574] : INFO : Epoch 1803 | loss: 0.0311768 | val_loss: 0.0311881 | Time: 2313.14 ms [2022-03-11 09:00:45 main:574] : INFO : Epoch 1804 | loss: 0.0311764 | val_loss: 0.0311765 | Time: 2204.51 ms [2022-03-11 09:00:50 main:574] : INFO : Epoch 1805 | loss: 0.0311714 | val_loss: 0.0311775 | Time: 2197.25 ms [2022-03-11 09:00:55 main:574] : INFO : Epoch 1806 | loss: 0.0311704 | val_loss: 0.031178 | Time: 2156.9 ms [2022-03-11 09:01:01 main:574] : INFO : Epoch 1807 | loss: 0.0311697 | val_loss: 0.0311788 | Time: 2228.48 ms [2022-03-11 09:01:05 main:574] : INFO : Epoch 1808 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 2165.88 ms [2022-03-11 09:01:09 main:574] : INFO : Epoch 1809 | loss: 0.031169 | val_loss: 0.0311775 | Time: 2158.28 ms [2022-03-11 09:01:14 main:574] : INFO : Epoch 1810 | loss: 0.03117 | val_loss: 0.0311759 | Time: 2207.5 ms [2022-03-11 09:01:18 main:574] : INFO : Epoch 1811 | loss: 0.0311687 | val_loss: 0.0311762 | Time: 2228.56 ms [2022-03-11 09:01:23 main:574] : INFO : Epoch 1812 | loss: 0.031169 | val_loss: 0.0311788 | Time: 2228.1 ms [2022-03-11 09:01:28 main:574] : INFO : Epoch 1813 | loss: 0.0311717 | val_loss: 0.0311787 | Time: 2253.27 ms [2022-03-11 09:01:31 main:574] : INFO : Epoch 1814 | loss: 0.0311719 | val_loss: 0.0311794 | Time: 2241.85 ms [2022-03-11 09:01:36 main:574] : INFO : Epoch 1815 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 2199.34 ms [2022-03-11 09:01:40 main:574] : INFO : Epoch 1816 | loss: 0.0311711 | val_loss: 0.0311789 | Time: 2176.9 ms [2022-03-11 09:01:45 main:574] : INFO : Epoch 1817 | loss: 0.0311718 | val_loss: 0.0311797 | Time: 2156.48 ms [2022-03-11 09:01:49 main:574] : INFO : Epoch 1818 | loss: 0.0311699 | val_loss: 0.03118 | Time: 2154.76 ms [2022-03-11 09:01:54 main:574] : INFO : Epoch 1819 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 2156.41 ms [2022-03-11 09:01:58 main:574] : INFO : Epoch 1820 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 2292.35 ms [2022-03-11 09:02:03 main:574] : INFO : Epoch 1821 | loss: 0.0311718 | val_loss: 0.0311807 | Time: 2278.99 ms [2022-03-11 09:02:08 main:574] : INFO : Epoch 1822 | loss: 0.0311715 | val_loss: 0.031178 | Time: 2187.69 ms [2022-03-11 09:02:13 main:574] : INFO : Epoch 1823 | loss: 0.0311706 | val_loss: 0.0311817 | Time: 2175.42 ms [2022-03-11 09:02:18 main:574] : INFO : Epoch 1824 | loss: 0.0311705 | val_loss: 0.0311794 | Time: 2165.44 ms [2022-03-11 09:02:23 main:574] : INFO : Epoch 1825 | loss: 0.0311696 | val_loss: 0.031184 | Time: 2201.7 ms [2022-03-11 09:02:30 main:574] : INFO : Epoch 1826 | loss: 0.0311731 | val_loss: 0.0311785 | Time: 2236.21 ms [2022-03-11 09:02:36 main:574] : INFO : Epoch 1827 | loss: 0.0311724 | val_loss: 0.0311778 | Time: 2176.85 ms [2022-03-11 09:02:42 main:574] : INFO : Epoch 1828 | loss: 0.0311708 | val_loss: 0.0311778 | Time: 2243.93 ms [2022-03-11 09:02:48 main:574] : INFO : Epoch 1829 | loss: 0.0311727 | val_loss: 0.0311771 | Time: 2254.81 ms [2022-03-11 09:02:57 main:574] : INFO : Epoch 1830 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 2205.39 ms [2022-03-11 09:03:04 main:574] : INFO : Epoch 1831 | loss: 0.0311728 | val_loss: 0.0311764 | Time: 2177.93 ms [2022-03-11 09:03:08 main:574] : INFO : Epoch 1832 | loss: 0.031171 | val_loss: 0.0311757 | Time: 2183 ms [2022-03-11 09:03:11 main:574] : INFO : Epoch 1833 | loss: 0.0311705 | val_loss: 0.0311771 | Time: 2211.53 ms [2022-03-11 09:03:15 main:574] : INFO : Epoch 1834 | loss: 0.0311743 | val_loss: 0.0311785 | Time: 2275.31 ms [2022-03-11 09:03:21 main:574] : INFO : Epoch 1835 | loss: 0.0311759 | val_loss: 0.0311777 | Time: 2213.93 ms [2022-03-11 09:03:27 main:574] : INFO : Epoch 1836 | loss: 0.0311763 | val_loss: 0.0311818 | Time: 2191.74 ms [2022-03-11 09:03:32 main:574] : INFO : Epoch 1837 | loss: 0.0311769 | val_loss: 0.0311802 | Time: 2190.1 ms [2022-03-11 09:03:37 main:574] : INFO : Epoch 1838 | loss: 0.0311782 | val_loss: 0.0311819 | Time: 2190.81 ms [2022-03-11 09:03:41 main:574] : INFO : Epoch 1839 | loss: 0.0311787 | val_loss: 0.0311822 | Time: 2217.7 ms [2022-03-11 09:03:45 main:574] : INFO : Epoch 1840 | loss: 0.0311775 | val_loss: 0.0311808 | Time: 2224.99 ms [2022-03-11 09:03:49 main:574] : INFO : Epoch 1841 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 2236.96 ms [2022-03-11 09:03:53 main:574] : INFO : Epoch 1842 | loss: 0.0311768 | val_loss: 0.0311838 | Time: 2197.27 ms [2022-03-11 09:03:57 main:574] : INFO : Epoch 1843 | loss: 0.0311779 | val_loss: 0.0311875 | Time: 2223.75 ms [2022-03-11 09:03:59 main:574] : INFO : Epoch 1844 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 2166.33 ms [2022-03-11 09:04:04 main:574] : INFO : Epoch 1845 | loss: 0.0311865 | val_loss: 0.0311854 | Time: 2216.5 ms [2022-03-11 09:04:09 main:574] : INFO : Epoch 1846 | loss: 0.0311912 | val_loss: 0.031186 | Time: 2232.14 ms [2022-03-11 09:04:19 main:574] : INFO : Epoch 1847 | loss: 0.0311915 | val_loss: 0.0311897 | Time: 2144.75 ms [2022-03-11 09:04:24 main:574] : INFO : Epoch 1848 | loss: 0.0311932 | val_loss: 0.0311885 | Time: 2204.07 ms [2022-03-11 09:04:32 main:574] : INFO : Epoch 1849 | loss: 0.0311901 | val_loss: 0.0311875 | Time: 2206.5 ms [2022-03-11 09:04:38 main:574] : INFO : Epoch 1850 | loss: 0.0311906 | val_loss: 0.0311884 | Time: 2328.94 ms [2022-03-11 09:04:45 main:574] : INFO : Epoch 1851 | loss: 0.0311897 | val_loss: 0.031187 | Time: 2367.6 ms [2022-03-11 09:04:48 main:574] : INFO : Epoch 1852 | loss: 0.0311901 | val_loss: 0.031187 | Time: 2319.68 ms [2022-03-11 09:04:54 main:574] : INFO : Epoch 1853 | loss: 0.0311897 | val_loss: 0.031188 | Time: 2162.82 ms [2022-03-11 09:04:58 main:574] : INFO : Epoch 1854 | loss: 0.0311895 | val_loss: 0.0311901 | Time: 2316 ms [2022-03-11 09:05:04 main:574] : INFO : Epoch 1855 | loss: 0.0311895 | val_loss: 0.0311867 | Time: 2249.28 ms [2022-03-11 09:05:12 main:574] : INFO : Epoch 1856 | loss: 0.0311886 | val_loss: 0.0311879 | Time: 2203.53 ms [2022-03-11 09:05:17 main:574] : INFO : Epoch 1857 | loss: 0.0311883 | val_loss: 0.0311887 | Time: 2211.22 ms [2022-03-11 09:05:21 main:574] : INFO : Epoch 1858 | loss: 0.0311904 | val_loss: 0.0311951 | Time: 2225.81 ms [2022-03-11 09:05:25 main:574] : INFO : Epoch 1859 | loss: 0.0311915 | val_loss: 0.0311892 | Time: 2197.94 ms [2022-03-11 09:05:33 main:574] : INFO : Epoch 1860 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 2393.33 ms [2022-03-11 09:05:39 main:574] : INFO : Epoch 1861 | loss: 0.0311882 | val_loss: 0.0311881 | Time: 2263.93 ms [2022-03-11 09:05:44 main:574] : INFO : Epoch 1862 | loss: 0.0311882 | val_loss: 0.0311877 | Time: 2199.38 ms [2022-03-11 09:05:51 main:574] : INFO : Epoch 1863 | loss: 0.031188 | val_loss: 0.0311903 | Time: 2278.68 ms [2022-03-11 09:05:56 main:574] : INFO : Epoch 1864 | loss: 0.0311874 | val_loss: 0.0311879 | Time: 2197.98 ms [2022-03-11 09:06:01 main:574] : INFO : Epoch 1865 | loss: 0.0311895 | val_loss: 0.0311896 | Time: 2304.76 ms [2022-03-11 09:06:07 main:574] : INFO : Epoch 1866 | loss: 0.0311905 | val_loss: 0.0311888 | Time: 2210.98 ms [2022-03-11 09:06:12 main:574] : INFO : Epoch 1867 | loss: 0.0311911 | val_loss: 0.0311939 | Time: 2190.77 ms [2022-03-11 09:06:16 main:574] : INFO : Epoch 1868 | loss: 0.0311937 | val_loss: 0.0311955 | Time: 2169.79 ms [2022-03-11 09:06:22 main:574] : INFO : Epoch 1869 | loss: 0.0311934 | val_loss: 0.0311944 | Time: 2228.89 ms [2022-03-11 09:06:26 main:574] : INFO : Epoch 1870 | loss: 0.0311949 | val_loss: 0.0311972 | Time: 2301.23 ms [2022-03-11 09:06:30 main:574] : INFO : Epoch 1871 | loss: 0.0311946 | val_loss: 0.031195 | Time: 2204.61 ms [2022-03-11 09:06:35 main:574] : INFO : Epoch 1872 | loss: 0.0311942 | val_loss: 0.0311952 | Time: 2294.02 ms [2022-03-11 09:06:38 main:574] : INFO : Epoch 1873 | loss: 0.0311933 | val_loss: 0.0311953 | Time: 2205.95 ms [2022-03-11 09:06:40 main:574] : INFO : Epoch 1874 | loss: 0.0311935 | val_loss: 0.0311944 | Time: 2267.44 ms [2022-03-11 09:06:43 main:574] : INFO : Epoch 1875 | loss: 0.0311937 | val_loss: 0.0311949 | Time: 2638.71 ms [2022-03-11 09:06:45 main:574] : INFO : Epoch 1876 | loss: 0.0311929 | val_loss: 0.0311942 | Time: 2375.55 ms [2022-03-11 09:06:51 main:574] : INFO : Epoch 1877 | loss: 0.0311933 | val_loss: 0.0311952 | Time: 2269.41 ms [2022-03-11 09:06:55 main:574] : INFO : Epoch 1878 | loss: 0.0311938 | val_loss: 0.0311979 | Time: 2407.06 ms [2022-03-11 09:06:59 main:574] : INFO : Epoch 1879 | loss: 0.0311935 | val_loss: 0.0311968 | Time: 2281.69 ms [2022-03-11 09:07:04 main:574] : INFO : Epoch 1880 | loss: 0.0311921 | val_loss: 0.0311937 | Time: 2175.33 ms [2022-03-11 09:07:11 main:574] : INFO : Epoch 1881 | loss: 0.0311921 | val_loss: 0.0311946 | Time: 3981.29 ms [2022-03-11 09:07:14 main:574] : INFO : Epoch 1882 | loss: 0.0311921 | val_loss: 0.0311942 | Time: 2274 ms [2022-03-11 09:07:21 main:574] : INFO : Epoch 1883 | loss: 0.0311921 | val_loss: 0.0311938 | Time: 2187.04 ms [2022-03-11 09:07:25 main:574] : INFO : Epoch 1884 | loss: 0.031192 | val_loss: 0.0311999 | Time: 2179.73 ms [2022-03-11 09:07:28 main:574] : INFO : Epoch 1885 | loss: 0.0311927 | val_loss: 0.0311932 | Time: 2323.79 ms [2022-03-11 09:07:32 main:574] : INFO : Epoch 1886 | loss: 0.0311923 | val_loss: 0.0311967 | Time: 2178.02 ms [2022-03-11 09:07:39 main:574] : INFO : Epoch 1887 | loss: 0.031192 | val_loss: 0.0311933 | Time: 2303.78 ms [2022-03-11 09:07:46 main:574] : INFO : Epoch 1888 | loss: 0.0311913 | val_loss: 0.0311938 | Time: 2293.43 ms [2022-03-11 09:07:50 main:574] : INFO : Epoch 1889 | loss: 0.0311911 | val_loss: 0.031194 | Time: 2272.53 ms [2022-03-11 09:07:55 main:574] : INFO : Epoch 1890 | loss: 0.031191 | val_loss: 0.0311928 | Time: 2239.54 ms [2022-03-11 09:08:00 main:574] : INFO : Epoch 1891 | loss: 0.0311909 | val_loss: 0.031194 | Time: 2229.16 ms [2022-03-11 09:08:05 main:574] : INFO : Epoch 1892 | loss: 0.0311923 | val_loss: 0.0311987 | Time: 2316.28 ms [2022-03-11 09:08:12 main:574] : INFO : Epoch 1893 | loss: 0.0311921 | val_loss: 0.0311945 | Time: 2229.56 ms [2022-03-11 09:08:16 main:574] : INFO : Epoch 1894 | loss: 0.0311915 | val_loss: 0.0311957 | Time: 2155.87 ms [2022-03-11 09:08:20 main:574] : INFO : Epoch 1895 | loss: 0.0311923 | val_loss: 0.0311932 | Time: 2337.74 ms [2022-03-11 09:08:25 main:574] : INFO : Epoch 1896 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 2174.8 ms [2022-03-11 09:08:30 main:574] : INFO : Epoch 1897 | loss: 0.0311909 | val_loss: 0.0311929 | Time: 2132.67 ms [2022-03-11 09:08:33 main:574] : INFO : Epoch 1898 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 2370.01 ms [2022-03-11 09:08:39 main:574] : INFO : Epoch 1899 | loss: 0.0311906 | val_loss: 0.031193 | Time: 2253.65 ms [2022-03-11 09:08:44 main:574] : INFO : Epoch 1900 | loss: 0.0311907 | val_loss: 0.0311937 | Time: 2153.41 ms [2022-03-11 09:08:49 main:574] : INFO : Epoch 1901 | loss: 0.0311905 | val_loss: 0.0311928 | Time: 2226.3 ms [2022-03-11 09:08:53 main:574] : INFO : Epoch 1902 | loss: 0.0311914 | val_loss: 0.0311964 | Time: 2259.07 ms [2022-03-11 09:08:59 main:574] : INFO : Epoch 1903 | loss: 0.0311907 | val_loss: 0.0311925 | Time: 2287.08 ms [2022-03-11 09:09:03 main:574] : INFO : Epoch 1904 | loss: 0.0311907 | val_loss: 0.0311933 | Time: 2246.14 ms [2022-03-11 09:09:07 main:574] : INFO : Epoch 1905 | loss: 0.0311901 | val_loss: 0.0311926 | Time: 2176.92 ms [2022-03-11 09:09:15 main:574] : INFO : Epoch 1906 | loss: 0.0311898 | val_loss: 0.0311923 | Time: 2169.23 ms [2022-03-11 09:09:20 main:574] : INFO : Epoch 1907 | loss: 0.0311901 | val_loss: 0.0311936 | Time: 2241.36 ms [2022-03-11 09:09:28 main:574] : INFO : Epoch 1908 | loss: 0.03119 | val_loss: 0.0311925 | Time: 2221.77 ms [2022-03-11 09:09:33 main:574] : INFO : Epoch 1909 | loss: 0.0311903 | val_loss: 0.0311924 | Time: 2255.01 ms [2022-03-11 09:09:41 main:574] : INFO : Epoch 1910 | loss: 0.0311941 | val_loss: 0.0311935 | Time: 2218.91 ms [2022-03-11 09:09:47 main:574] : INFO : Epoch 1911 | loss: 0.0311923 | val_loss: 0.0311941 | Time: 2224.26 ms [2022-03-11 09:09:53 main:574] : INFO : Epoch 1912 | loss: 0.0311905 | val_loss: 0.0311921 | Time: 2157.22 ms [2022-03-11 09:09:57 main:574] : INFO : Epoch 1913 | loss: 0.03119 | val_loss: 0.0311924 | Time: 2158.87 ms [2022-03-11 09:10:02 main:574] : INFO : Epoch 1914 | loss: 0.0311905 | val_loss: 0.0311929 | Time: 2146.61 ms [2022-03-11 09:10:06 main:574] : INFO : Epoch 1915 | loss: 0.0311901 | val_loss: 0.0311948 | Time: 2193.91 ms [2022-03-11 09:10:12 main:574] : INFO : Epoch 1916 | loss: 0.0311907 | val_loss: 0.0311922 | Time: 2159.6 ms [2022-03-11 09:10:18 main:574] : INFO : Epoch 1917 | loss: 0.0311909 | val_loss: 0.0311933 | Time: 2169.5 ms [2022-03-11 09:10:22 main:574] : INFO : Epoch 1918 | loss: 0.0311899 | val_loss: 0.0311924 | Time: 2337.71 ms [2022-03-11 09:10:30 main:574] : INFO : Epoch 1919 | loss: 0.0311894 | val_loss: 0.0311925 | Time: 2241.12 ms [2022-03-11 09:10:34 main:574] : INFO : Epoch 1920 | loss: 0.0311897 | val_loss: 0.0311926 | Time: 2154.39 ms [2022-03-11 09:10:39 main:574] : INFO : Epoch 1921 | loss: 0.0311895 | val_loss: 0.0311921 | Time: 2166.11 ms [2022-03-11 09:10:43 main:574] : INFO : Epoch 1922 | loss: 0.0311899 | val_loss: 0.031192 | Time: 2165.78 ms [2022-03-11 09:10:47 main:574] : INFO : Epoch 1923 | loss: 0.0311905 | val_loss: 0.0311938 | Time: 2215.54 ms [2022-03-11 09:10:53 main:574] : INFO : Epoch 1924 | loss: 0.0311892 | val_loss: 0.0311929 | Time: 2210.67 ms [2022-03-11 09:10:57 main:574] : INFO : Epoch 1925 | loss: 0.0311901 | val_loss: 0.031192 | Time: 2324.09 ms [2022-03-11 09:11:01 main:574] : INFO : Epoch 1926 | loss: 0.0311901 | val_loss: 0.0311936 | Time: 2244.52 ms [2022-03-11 09:11:06 main:574] : INFO : Epoch 1927 | loss: 0.0311907 | val_loss: 0.0311923 | Time: 2239.44 ms [2022-03-11 09:11:10 main:574] : INFO : Epoch 1928 | loss: 0.031192 | val_loss: 0.0311947 | Time: 2180.68 ms [2022-03-11 09:11:16 main:574] : INFO : Epoch 1929 | loss: 0.0311896 | val_loss: 0.0311922 | Time: 2246.94 ms [2022-03-11 09:11:20 main:574] : INFO : Epoch 1930 | loss: 0.0311889 | val_loss: 0.0311921 | Time: 2215.24 ms [2022-03-11 09:11:25 main:574] : INFO : Epoch 1931 | loss: 0.0311895 | val_loss: 0.0311933 | Time: 2276.56 ms [2022-03-11 09:11:30 main:574] : INFO : Epoch 1932 | loss: 0.0311905 | val_loss: 0.031193 | Time: 2198.01 ms [2022-03-11 09:11:34 main:574] : INFO : Epoch 1933 | loss: 0.0311907 | val_loss: 0.0311933 | Time: 2153.19 ms [2022-03-11 09:11:40 main:574] : INFO : Epoch 1934 | loss: 0.0311895 | val_loss: 0.0311926 | Time: 2225.11 ms [2022-03-11 09:11:44 main:574] : INFO : Epoch 1935 | loss: 0.0311904 | val_loss: 0.0311918 | Time: 2200.66 ms [2022-03-11 09:11:48 main:574] : INFO : Epoch 1936 | loss: 0.0311937 | val_loss: 0.0311981 | Time: 2192.43 ms [2022-03-11 09:11:53 main:574] : INFO : Epoch 1937 | loss: 0.0311903 | val_loss: 0.031193 | Time: 2180.51 ms [2022-03-11 09:12:02 main:574] : INFO : Epoch 1938 | loss: 0.0311899 | val_loss: 0.0311931 | Time: 2304.47 ms [2022-03-11 09:12:10 main:574] : INFO : Epoch 1939 | loss: 0.0311902 | val_loss: 0.031192 | Time: 2792.86 ms [2022-03-11 09:12:12 main:574] : INFO : Epoch 1940 | loss: 0.0311898 | val_loss: 0.0311915 | Time: 2293.95 ms [2022-03-11 09:12:16 main:574] : INFO : Epoch 1941 | loss: 0.031189 | val_loss: 0.031193 | Time: 2185.3 ms [2022-03-11 09:12:20 main:574] : INFO : Epoch 1942 | loss: 0.0311888 | val_loss: 0.0311917 | Time: 2289.88 ms [2022-03-11 09:12:26 main:574] : INFO : Epoch 1943 | loss: 0.0311893 | val_loss: 0.0311917 | Time: 2199.2 ms [2022-03-11 09:12:31 main:574] : INFO : Epoch 1944 | loss: 0.0311888 | val_loss: 0.0311913 | Time: 2196.19 ms [2022-03-11 09:12:38 main:574] : INFO : Epoch 1945 | loss: 0.0311888 | val_loss: 0.0311918 | Time: 2296.88 ms [2022-03-11 09:12:44 main:574] : INFO : Epoch 1946 | loss: 0.0311893 | val_loss: 0.0311957 | Time: 2189.85 ms [2022-03-11 09:12:49 main:574] : INFO : Epoch 1947 | loss: 0.0311906 | val_loss: 0.0311927 | Time: 2186.06 ms [2022-03-11 09:12:54 main:574] : INFO : Epoch 1948 | loss: 0.0311901 | val_loss: 0.0311915 | Time: 2218.66 ms [2022-03-11 09:12:59 main:574] : INFO : Epoch 1949 | loss: 0.0311891 | val_loss: 0.0311919 | Time: 2371.44 ms [2022-03-11 09:13:04 main:574] : INFO : Epoch 1950 | loss: 0.0311887 | val_loss: 0.0311917 | Time: 2242.33 ms [2022-03-11 09:13:11 main:574] : INFO : Epoch 1951 | loss: 0.031189 | val_loss: 0.0311912 | Time: 2238.46 ms [2022-03-11 09:13:19 main:574] : INFO : Epoch 1952 | loss: 0.0311892 | val_loss: 0.0311922 | Time: 2180.78 ms [2022-03-11 09:13:25 main:574] : INFO : Epoch 1953 | loss: 0.0311888 | val_loss: 0.0311912 | Time: 2262.84 ms [2022-03-11 09:13:30 main:574] : INFO : Epoch 1954 | loss: 0.0311885 | val_loss: 0.031191 | Time: 2331.27 ms [2022-03-11 09:13:36 main:574] : INFO : Epoch 1955 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 2278.3 ms [2022-03-11 09:13:45 main:574] : INFO : Epoch 1956 | loss: 0.0311898 | val_loss: 0.0311976 | Time: 2368.34 ms [2022-03-11 09:13:52 main:574] : INFO : Epoch 1957 | loss: 0.0311898 | val_loss: 0.0311919 | Time: 2263.61 ms [2022-03-11 09:13:59 main:574] : INFO : Epoch 1958 | loss: 0.0311889 | val_loss: 0.0311939 | Time: 2223.51 ms [2022-03-11 09:14:03 main:574] : INFO : Epoch 1959 | loss: 0.0311893 | val_loss: 0.0311934 | Time: 2155.55 ms [2022-03-11 09:14:07 main:574] : INFO : Epoch 1960 | loss: 0.0311897 | val_loss: 0.031191 | Time: 2184.87 ms [2022-03-11 09:14:13 main:574] : INFO : Epoch 1961 | loss: 0.0311913 | val_loss: 0.0311964 | Time: 2279.59 ms [2022-03-11 09:14:17 main:574] : INFO : Epoch 1962 | loss: 0.0311899 | val_loss: 0.0311915 | Time: 2201.34 ms [2022-03-11 09:14:22 main:574] : INFO : Epoch 1963 | loss: 0.0311896 | val_loss: 0.0311933 | Time: 2245.85 ms [2022-03-11 09:14:28 main:574] : INFO : Epoch 1964 | loss: 0.0311895 | val_loss: 0.0311932 | Time: 2187.57 ms [2022-03-11 09:14:35 main:574] : INFO : Epoch 1965 | loss: 0.0311881 | val_loss: 0.0311938 | Time: 2162.81 ms [2022-03-11 09:14:41 main:574] : INFO : Epoch 1966 | loss: 0.0311886 | val_loss: 0.0311908 | Time: 2212 ms [2022-03-11 09:14:47 main:574] : INFO : Epoch 1967 | loss: 0.0311881 | val_loss: 0.0311919 | Time: 2211.94 ms [2022-03-11 09:14:52 main:574] : INFO : Epoch 1968 | loss: 0.0311884 | val_loss: 0.0311911 | Time: 2262.8 ms [2022-03-11 09:15:00 main:574] : INFO : Epoch 1969 | loss: 0.0311884 | val_loss: 0.0311913 | Time: 2196.02 ms [2022-03-11 09:15:04 main:574] : INFO : Epoch 1970 | loss: 0.031188 | val_loss: 0.0311911 | Time: 2215 ms [2022-03-11 09:15:13 main:574] : INFO : Epoch 1971 | loss: 0.0311887 | val_loss: 0.0311916 | Time: 2123.76 ms [2022-03-11 09:15:18 main:574] : INFO : Epoch 1972 | loss: 0.0311889 | val_loss: 0.0311921 | Time: 2144.91 ms [2022-03-11 09:15:23 main:574] : INFO : Epoch 1973 | loss: 0.0311889 | val_loss: 0.0311915 | Time: 2158.9 ms [2022-03-11 09:15:28 main:574] : INFO : Epoch 1974 | loss: 0.0311893 | val_loss: 0.0311916 | Time: 2338.08 ms [2022-03-11 09:15:31 main:574] : INFO : Epoch 1975 | loss: 0.0311892 | val_loss: 0.0311943 | Time: 2268.79 ms [2022-03-11 09:15:38 main:574] : INFO : Epoch 1976 | loss: 0.0311884 | val_loss: 0.031191 | Time: 2184.52 ms [2022-03-11 09:15:43 main:574] : INFO : Epoch 1977 | loss: 0.0311878 | val_loss: 0.0311923 | Time: 2164.89 ms [2022-03-11 09:15:48 main:574] : INFO : Epoch 1978 | loss: 0.0311886 | val_loss: 0.031195 | Time: 2190.56 ms [2022-03-11 09:15:54 main:574] : INFO : Epoch 1979 | loss: 0.0311888 | val_loss: 0.0311926 | Time: 2251.46 ms [2022-03-11 09:15:59 main:574] : INFO : Epoch 1980 | loss: 0.0311886 | val_loss: 0.0311924 | Time: 2133.23 ms [2022-03-11 09:16:04 main:574] : INFO : Epoch 1981 | loss: 0.0311892 | val_loss: 0.0311927 | Time: 2225.67 ms [2022-03-11 09:16:09 main:574] : INFO : Epoch 1982 | loss: 0.0311884 | val_loss: 0.031191 | Time: 2184.67 ms [2022-03-11 09:16:14 main:574] : INFO : Epoch 1983 | loss: 0.0311875 | val_loss: 0.0311923 | Time: 2186.74 ms [2022-03-11 09:16:18 main:574] : INFO : Epoch 1984 | loss: 0.0311881 | val_loss: 0.0311918 | Time: 2288.35 ms [2022-03-11 09:16:21 main:574] : INFO : Epoch 1985 | loss: 0.0311892 | val_loss: 0.0311915 | Time: 2214.21 ms [2022-03-11 09:16:26 main:574] : INFO : Epoch 1986 | loss: 0.0311876 | val_loss: 0.0311912 | Time: 2290.76 ms [2022-03-11 09:16:31 main:574] : INFO : Epoch 1987 | loss: 0.0311881 | val_loss: 0.0311942 | Time: 2242.13 ms [2022-03-11 09:16:35 main:574] : INFO : Epoch 1988 | loss: 0.0311883 | val_loss: 0.0311909 | Time: 2275.35 ms [2022-03-11 09:16:39 main:574] : INFO : Epoch 1989 | loss: 0.0311877 | val_loss: 0.0311913 | Time: 2171.67 ms [2022-03-11 09:16:42 main:574] : INFO : Epoch 1990 | loss: 0.0311878 | val_loss: 0.0311915 | Time: 2250.41 ms [2022-03-11 09:16:45 main:574] : INFO : Epoch 1991 | loss: 0.0311882 | val_loss: 0.0311914 | Time: 2220.09 ms [2022-03-11 09:16:54 main:574] : INFO : Epoch 1992 | loss: 0.0311879 | val_loss: 0.0311912 | Time: 2216.98 ms [2022-03-11 09:16:58 main:574] : INFO : Epoch 1993 | loss: 0.0311884 | val_loss: 0.0311918 | Time: 2175.84 ms [2022-03-11 09:17:02 main:574] : INFO : Epoch 1994 | loss: 0.03119 | val_loss: 0.0311915 | Time: 2207.28 ms [2022-03-11 09:17:06 main:574] : INFO : Epoch 1995 | loss: 0.0311877 | val_loss: 0.0311939 | Time: 2222.67 ms [2022-03-11 09:17:10 main:574] : INFO : Epoch 1996 | loss: 0.0311883 | val_loss: 0.031191 | Time: 2280.42 ms [2022-03-11 09:17:18 main:574] : INFO : Epoch 1997 | loss: 0.0311881 | val_loss: 0.0311919 | Time: 2144.61 ms [2022-03-11 09:17:24 main:574] : INFO : Epoch 1998 | loss: 0.0311878 | val_loss: 0.0311914 | Time: 2270.22 ms [2022-03-11 09:17:29 main:574] : INFO : Epoch 1999 | loss: 0.031188 | val_loss: 0.0311913 | Time: 2217.93 ms [2022-03-11 09:17:35 main:574] : INFO : Epoch 2000 | loss: 0.0311883 | val_loss: 0.0311922 | Time: 2334.79 ms [2022-03-11 09:17:40 main:574] : INFO : Epoch 2001 | loss: 0.0311901 | val_loss: 0.0311918 | Time: 2420.78 ms [2022-03-11 09:17:45 main:574] : INFO : Epoch 2002 | loss: 0.0311879 | val_loss: 0.0311922 | Time: 2246.44 ms [2022-03-11 09:17:48 main:574] : INFO : Epoch 2003 | loss: 0.0311889 | val_loss: 0.0311932 | Time: 2168.64 ms [2022-03-11 09:17:53 main:574] : INFO : Epoch 2004 | loss: 0.0311883 | val_loss: 0.0311918 | Time: 2167.42 ms [2022-03-11 09:18:00 main:574] : INFO : Epoch 2005 | loss: 0.0311876 | val_loss: 0.0311915 | Time: 2148.11 ms [2022-03-11 09:18:06 main:574] : INFO : Epoch 2006 | loss: 0.0311884 | val_loss: 0.0311922 | Time: 2172.94 ms [2022-03-11 09:18:12 main:574] : INFO : Epoch 2007 | loss: 0.0311896 | val_loss: 0.0311938 | Time: 2170.87 ms [2022-03-11 09:18:18 main:574] : INFO : Epoch 2008 | loss: 0.031189 | val_loss: 0.0311923 | Time: 2205.93 ms [2022-03-11 09:18:22 main:574] : INFO : Epoch 2009 | loss: 0.0311885 | val_loss: 0.0311934 | Time: 2150.21 ms [2022-03-11 09:18:26 main:574] : INFO : Epoch 2010 | loss: 0.0311887 | val_loss: 0.0311922 | Time: 2217.47 ms [2022-03-11 09:18:31 main:574] : INFO : Epoch 2011 | loss: 0.0311881 | val_loss: 0.031192 | Time: 2210.34 ms [2022-03-11 09:18:36 main:574] : INFO : Epoch 2012 | loss: 0.0311872 | val_loss: 0.0311933 | Time: 2130.28 ms [2022-03-11 09:18:46 main:574] : INFO : Epoch 2013 | loss: 0.0311883 | val_loss: 0.0311912 | Time: 2180.81 ms [2022-03-11 09:18:52 main:574] : INFO : Epoch 2014 | loss: 0.0311873 | val_loss: 0.0311919 | Time: 2183.6 ms [2022-03-11 09:18:58 main:574] : INFO : Epoch 2015 | loss: 0.0311886 | val_loss: 0.0311915 | Time: 2203.05 ms [2022-03-11 09:19:02 main:574] : INFO : Epoch 2016 | loss: 0.0311882 | val_loss: 0.0311914 | Time: 2217.2 ms [2022-03-11 09:19:08 main:574] : INFO : Epoch 2017 | loss: 0.0311883 | val_loss: 0.0311939 | Time: 2244.31 ms [2022-03-11 09:19:12 main:574] : INFO : Epoch 2018 | loss: 0.0311889 | val_loss: 0.0311914 | Time: 2249.09 ms [2022-03-11 09:19:18 main:574] : INFO : Epoch 2019 | loss: 0.0311886 | val_loss: 0.0311914 | Time: 2319.44 ms [2022-03-11 09:19:23 main:574] : INFO : Epoch 2020 | loss: 0.0311901 | val_loss: 0.0311916 | Time: 2165.69 ms [2022-03-11 09:19:31 main:574] : INFO : Epoch 2021 | loss: 0.031191 | val_loss: 0.0311943 | Time: 2870.18 ms [2022-03-11 09:19:35 main:574] : INFO : Epoch 2022 | loss: 0.03119 | val_loss: 0.0311957 | Time: 2229.71 ms [2022-03-11 09:19:41 main:574] : INFO : Epoch 2023 | loss: 0.0311903 | val_loss: 0.0311913 | Time: 2286.19 ms [2022-03-11 09:19:46 main:574] : INFO : Epoch 2024 | loss: 0.0311886 | val_loss: 0.0311914 | Time: 2261.89 ms [2022-03-11 09:19:49 main:574] : INFO : Epoch 2025 | loss: 0.0311878 | val_loss: 0.0311917 | Time: 2269.11 ms [2022-03-11 09:19:54 main:574] : INFO : Epoch 2026 | loss: 0.0311885 | val_loss: 0.0311918 | Time: 2383.35 ms [2022-03-11 09:20:01 main:574] : INFO : Epoch 2027 | loss: 0.031187 | val_loss: 0.0311917 | Time: 2244.09 ms [2022-03-11 09:20:10 main:574] : INFO : Epoch 2028 | loss: 0.0311875 | val_loss: 0.031191 | Time: 2174.62 ms [2022-03-11 09:20:15 main:574] : INFO : Epoch 2029 | loss: 0.0311885 | val_loss: 0.0311912 | Time: 2169.68 ms [2022-03-11 09:20:21 main:574] : INFO : Epoch 2030 | loss: 0.0311881 | val_loss: 0.0311919 | Time: 2192.43 ms [2022-03-11 09:20:26 main:574] : INFO : Epoch 2031 | loss: 0.0311889 | val_loss: 0.0311927 | Time: 2192.57 ms [2022-03-11 09:20:30 main:574] : INFO : Epoch 2032 | loss: 0.031191 | val_loss: 0.0311916 | Time: 2296.88 ms [2022-03-11 09:20:35 main:574] : INFO : Epoch 2033 | loss: 0.0311903 | val_loss: 0.0311929 | Time: 2215.77 ms [2022-03-11 09:20:41 main:574] : INFO : Epoch 2034 | loss: 0.0311889 | val_loss: 0.0311921 | Time: 2186.41 ms [2022-03-11 09:20:49 main:574] : INFO : Epoch 2035 | loss: 0.0311883 | val_loss: 0.0311919 | Time: 2195.98 ms [2022-03-11 09:20:53 main:574] : INFO : Epoch 2036 | loss: 0.0311879 | val_loss: 0.0311925 | Time: 2320.93 ms [2022-03-11 09:20:57 main:574] : INFO : Epoch 2037 | loss: 0.0311872 | val_loss: 0.031191 | Time: 2219.26 ms [2022-03-11 09:21:04 main:574] : INFO : Epoch 2038 | loss: 0.0311884 | val_loss: 0.0312008 | Time: 2140.66 ms [2022-03-11 09:21:11 main:574] : INFO : Epoch 2039 | loss: 0.0311908 | val_loss: 0.0311911 | Time: 2244.7 ms [2022-03-11 09:21:14 main:574] : INFO : Epoch 2040 | loss: 0.0311881 | val_loss: 0.0311931 | Time: 2229.68 ms [2022-03-11 09:21:20 main:574] : INFO : Epoch 2041 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 2145.34 ms [2022-03-11 09:21:26 main:574] : INFO : Epoch 2042 | loss: 0.0311873 | val_loss: 0.0311916 | Time: 2244.25 ms [2022-03-11 09:21:31 main:574] : INFO : Epoch 2043 | loss: 0.031187 | val_loss: 0.0311932 | Time: 2246.35 ms [2022-03-11 09:21:36 main:574] : INFO : Epoch 2044 | loss: 0.0311876 | val_loss: 0.0311912 | Time: 2234.25 ms [2022-03-11 09:21:42 main:574] : INFO : Epoch 2045 | loss: 0.0311871 | val_loss: 0.031191 | Time: 2182.56 ms [2022-03-11 09:21:46 main:574] : INFO : Epoch 2046 | loss: 0.0311882 | val_loss: 0.0311918 | Time: 2188.08 ms [2022-03-11 09:21:52 main:574] : INFO : Epoch 2047 | loss: 0.0311877 | val_loss: 0.0311924 | Time: 2242.57 ms [2022-03-11 09:21:58 main:574] : INFO : Epoch 2048 | loss: 0.0311877 | val_loss: 0.0311908 | Time: 3466.99 ms [2022-03-11 09:21:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311908 [2022-03-11 09:22:01 main:603] : INFO : Saving end state to config to file [2022-03-11 09:22:02 main:608] : INFO : Success, exiting.. 09:22:08 (1192): 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)