Task 12686893
| Name | ParityModified-1645998036-13019-2-0_0 |
| Workunit | 9838308 |
| Created | 7 Mar 2022, 18:51:42 UTC |
| Sent | 9 Mar 2022, 15:54:41 UTC |
| Report deadline | 17 Mar 2022, 15:54:41 UTC |
| Received | 10 Mar 2022, 15:27:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17123 |
| Run time | 4 hours 20 min 43 sec |
| CPU time | 4 hours 8 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1567 | loss: 0.031165 | val_loss: 0.0311722 | Time: 9068.99 ms [2022-03-10 11:49:10 main:574] : INFO : Epoch 1568 | loss: 0.0311661 | val_loss: 0.031173 | Time: 9238.86 ms [2022-03-10 11:49:19 main:574] : INFO : Epoch 1569 | loss: 0.0311646 | val_loss: 0.0311709 | Time: 9035.15 ms [2022-03-10 11:49:28 main:574] : INFO : Epoch 1570 | loss: 0.0311643 | val_loss: 0.0311716 | Time: 8901.45 ms [2022-03-10 11:49:37 main:574] : INFO : Epoch 1571 | loss: 0.031164 | val_loss: 0.0311735 | Time: 8905.22 ms [2022-03-10 11:49:46 main:574] : INFO : Epoch 1572 | loss: 0.031166 | val_loss: 0.031175 | Time: 9114.24 ms [2022-03-10 11:49:55 main:574] : INFO : Epoch 1573 | loss: 0.0311666 | val_loss: 0.0311762 | Time: 9092.89 ms [2022-03-10 11:50:04 main:574] : INFO : Epoch 1574 | loss: 0.0311661 | val_loss: 0.0311781 | Time: 9010.44 ms [2022-03-10 11:50:13 main:574] : INFO : Epoch 1575 | loss: 0.0311662 | val_loss: 0.0311843 | Time: 8973.3 ms [2022-03-10 11:50:22 main:574] : INFO : Epoch 1576 | loss: 0.0311689 | val_loss: 0.0311808 | Time: 9030.08 ms [2022-03-10 11:50:32 main:574] : INFO : Epoch 1577 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 9228.37 ms [2022-03-10 11:50:41 main:574] : INFO : Epoch 1578 | loss: 0.031165 | val_loss: 0.0311757 | Time: 9091.29 ms [2022-03-10 11:50:50 main:574] : INFO : Epoch 1579 | loss: 0.0311654 | val_loss: 0.0311714 | Time: 8944.3 ms [2022-03-10 11:50:59 main:574] : INFO : Epoch 1580 | loss: 0.0311702 | val_loss: 0.0311719 | Time: 9121.86 ms [2022-03-10 11:51:08 main:574] : INFO : Epoch 1581 | loss: 0.0311734 | val_loss: 0.0311717 | Time: 9014.34 ms [2022-03-10 11:51:17 main:574] : INFO : Epoch 1582 | loss: 0.0311724 | val_loss: 0.0311743 | Time: 9237.06 ms [2022-03-10 11:51:26 main:574] : INFO : Epoch 1583 | loss: 0.03117 | val_loss: 0.0311749 | Time: 9028.92 ms [2022-03-10 11:51:35 main:574] : INFO : Epoch 1584 | loss: 0.0311683 | val_loss: 0.0311729 | Time: 9107.37 ms [2022-03-10 11:51:44 main:574] : INFO : Epoch 1585 | loss: 0.0311685 | val_loss: 0.0311732 | Time: 9203.36 ms [2022-03-10 11:51:53 main:574] : INFO : Epoch 1586 | loss: 0.0311689 | val_loss: 0.0311739 | Time: 9094.14 ms [2022-03-10 11:52:02 main:574] : INFO : Epoch 1587 | loss: 0.0311674 | val_loss: 0.0311743 | Time: 8963.93 ms [2022-03-10 11:52:12 main:574] : INFO : Epoch 1588 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 9215.89 ms [2022-03-10 11:52:21 main:574] : INFO : Epoch 1589 | loss: 0.0311667 | val_loss: 0.0311749 | Time: 9033.92 ms [2022-03-10 11:52:30 main:574] : INFO : Epoch 1590 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 9194.89 ms [2022-03-10 11:52:39 main:574] : INFO : Epoch 1591 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 9060.8 ms [2022-03-10 11:52:48 main:574] : INFO : Epoch 1592 | loss: 0.0311643 | val_loss: 0.0311732 | Time: 9092.36 ms [2022-03-10 11:52:57 main:574] : INFO : Epoch 1593 | loss: 0.0311655 | val_loss: 0.031175 | Time: 8835.19 ms [2022-03-10 11:53:06 main:574] : INFO : Epoch 1594 | loss: 0.0311676 | val_loss: 0.0311824 | Time: 8865.62 ms [2022-03-10 11:53:14 main:574] : INFO : Epoch 1595 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 8234.6 ms [2022-03-10 11:53:23 main:574] : INFO : Epoch 1596 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 9085.75 ms [2022-03-10 11:53:32 main:574] : INFO : Epoch 1597 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 8999.45 ms [2022-03-10 11:53:41 main:574] : INFO : Epoch 1598 | loss: 0.0311685 | val_loss: 0.0311773 | Time: 9041.94 ms [2022-03-10 11:53:50 main:574] : INFO : Epoch 1599 | loss: 0.0311685 | val_loss: 0.0311751 | Time: 9115.32 ms [2022-03-10 11:53:59 main:574] : INFO : Epoch 1600 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 8964.81 ms [2022-03-10 11:54:08 main:574] : INFO : Epoch 1601 | loss: 0.0311662 | val_loss: 0.0311725 | Time: 9016.61 ms [2022-03-10 11:54:17 main:574] : INFO : Epoch 1602 | loss: 0.0311665 | val_loss: 0.0311726 | Time: 9098.03 ms [2022-03-10 11:54:26 main:574] : INFO : Epoch 1603 | loss: 0.0311688 | val_loss: 0.0311752 | Time: 9076.74 ms [2022-03-10 11:54:35 main:574] : INFO : Epoch 1604 | loss: 0.0311711 | val_loss: 0.0311745 | Time: 8950.64 ms [2022-03-10 11:54:45 main:574] : INFO : Epoch 1605 | loss: 0.0311696 | val_loss: 0.0311726 | Time: 9085.68 ms [2022-03-10 11:54:54 main:574] : INFO : Epoch 1606 | loss: 0.0311683 | val_loss: 0.0311719 | Time: 8997.35 ms [2022-03-10 11:55:02 main:574] : INFO : Epoch 1607 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 8969.89 ms [2022-03-10 11:55:12 main:574] : INFO : Epoch 1608 | loss: 0.0311709 | val_loss: 0.0311755 | Time: 9010.93 ms [2022-03-10 11:55:21 main:574] : INFO : Epoch 1609 | loss: 0.0311719 | val_loss: 0.031172 | Time: 9027.84 ms [2022-03-10 11:55:30 main:574] : INFO : Epoch 1610 | loss: 0.0311703 | val_loss: 0.0311706 | Time: 8953.37 ms [2022-03-10 11:55:39 main:574] : INFO : Epoch 1611 | loss: 0.0311699 | val_loss: 0.0311715 | Time: 9243.69 ms [2022-03-10 11:55:48 main:574] : INFO : Epoch 1612 | loss: 0.0311694 | val_loss: 0.0311729 | Time: 9288.16 ms [2022-03-10 11:55:57 main:574] : INFO : Epoch 1613 | loss: 0.0311726 | val_loss: 0.0311729 | Time: 9021.33 ms [2022-03-10 11:56:06 main:574] : INFO : Epoch 1614 | loss: 0.0311772 | val_loss: 0.0311771 | Time: 9034.52 ms [2022-03-10 11:56:15 main:574] : INFO : Epoch 1615 | loss: 0.0311752 | val_loss: 0.0311742 | Time: 9159.57 ms [2022-03-10 11:56:24 main:574] : INFO : Epoch 1616 | loss: 0.0311746 | val_loss: 0.0311748 | Time: 9189.56 ms [2022-03-10 11:56:34 main:574] : INFO : Epoch 1617 | loss: 0.0311782 | val_loss: 0.0311826 | Time: 9058.3 ms [2022-03-10 11:56:43 main:574] : INFO : Epoch 1618 | loss: 0.0311897 | val_loss: 0.0311832 | Time: 9118.14 ms [2022-03-10 11:56:52 main:574] : INFO : Epoch 1619 | loss: 0.0311919 | val_loss: 0.031186 | Time: 9146.34 ms [2022-03-10 11:57:01 main:574] : INFO : Epoch 1620 | loss: 0.0311868 | val_loss: 0.0311834 | Time: 9236.2 ms [2022-03-10 11:57:10 main:574] : INFO : Epoch 1621 | loss: 0.0311834 | val_loss: 0.0311802 | Time: 9225.63 ms [2022-03-10 11:57:19 main:574] : INFO : Epoch 1622 | loss: 0.0311812 | val_loss: 0.031178 | Time: 8914.88 ms [2022-03-10 11:57:28 main:574] : INFO : Epoch 1623 | loss: 0.031179 | val_loss: 0.0311754 | Time: 9090.34 ms [2022-03-10 11:57:37 main:574] : INFO : Epoch 1624 | loss: 0.0311782 | val_loss: 0.0311776 | Time: 8780.26 ms [2022-03-10 11:57:46 main:574] : INFO : Epoch 1625 | loss: 0.031178 | val_loss: 0.0311774 | Time: 9168.16 ms [2022-03-10 11:57:55 main:574] : INFO : Epoch 1626 | loss: 0.0311775 | val_loss: 0.0311749 | Time: 8850.35 ms [2022-03-10 11:58:04 main:574] : INFO : Epoch 1627 | loss: 0.0311785 | val_loss: 0.0311756 | Time: 9025.11 ms [2022-03-10 11:58:13 main:574] : INFO : Epoch 1628 | loss: 0.0311762 | val_loss: 0.0311739 | Time: 8898.22 ms [2022-03-10 11:58:22 main:574] : INFO : Epoch 1629 | loss: 0.0311753 | val_loss: 0.0311755 | Time: 8855.68 ms [2022-03-10 11:58:31 main:574] : INFO : Epoch 1630 | loss: 0.0311751 | val_loss: 0.0311808 | Time: 9117.66 ms [2022-03-10 11:58:40 main:574] : INFO : Epoch 1631 | loss: 0.0311802 | val_loss: 0.0311825 | Time: 8985.2 ms [2022-03-10 11:58:49 main:574] : INFO : Epoch 1632 | loss: 0.0311783 | val_loss: 0.0311775 | Time: 9084.33 ms [2022-03-10 11:58:58 main:574] : INFO : Epoch 1633 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 9092 ms [2022-03-10 11:59:07 main:574] : INFO : Epoch 1634 | loss: 0.0311758 | val_loss: 0.0311725 | Time: 9042.45 ms [2022-03-10 11:59:16 main:574] : INFO : Epoch 1635 | loss: 0.0311733 | val_loss: 0.0311731 | Time: 9047.64 ms [2022-03-10 11:59:25 main:574] : INFO : Epoch 1636 | loss: 0.031174 | val_loss: 0.0311722 | Time: 9014.36 ms [2022-03-10 11:59:35 main:574] : INFO : Epoch 1637 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 9164.17 ms [2022-03-10 11:59:44 main:574] : INFO : Epoch 1638 | loss: 0.0311727 | val_loss: 0.0311726 | Time: 9057.09 ms [2022-03-10 11:59:53 main:574] : INFO : Epoch 1639 | loss: 0.0311721 | val_loss: 0.0311726 | Time: 8971.1 ms [2022-03-10 12:00:02 main:574] : INFO : Epoch 1640 | loss: 0.0311725 | val_loss: 0.0311731 | Time: 9040.7 ms [2022-03-10 12:00:11 main:574] : INFO : Epoch 1641 | loss: 0.0311725 | val_loss: 0.0311729 | Time: 8958.87 ms [2022-03-10 12:00:20 main:574] : INFO : Epoch 1642 | loss: 0.0311714 | val_loss: 0.0311738 | Time: 9202.27 ms [2022-03-10 12:00:29 main:574] : INFO : Epoch 1643 | loss: 0.0311713 | val_loss: 0.0311767 | Time: 8982.89 ms [2022-03-10 12:00:38 main:574] : INFO : Epoch 1644 | loss: 0.0311713 | val_loss: 0.0311735 | Time: 9143.7 ms [2022-03-10 12:00:47 main:574] : INFO : Epoch 1645 | loss: 0.031171 | val_loss: 0.0311741 | Time: 8901.99 ms [2022-03-10 12:00:56 main:574] : INFO : Epoch 1646 | loss: 0.0311719 | val_loss: 0.0311743 | Time: 8777.87 ms [2022-03-10 12:01:05 main:574] : INFO : Epoch 1647 | loss: 0.0311723 | val_loss: 0.0311726 | Time: 8915.77 ms [2022-03-10 12:01:14 main:574] : INFO : Epoch 1648 | loss: 0.0311723 | val_loss: 0.0311741 | Time: 9149.83 ms [2022-03-10 12:01:23 main:574] : INFO : Epoch 1649 | loss: 0.0311713 | val_loss: 0.0311729 | Time: 9237.1 ms [2022-03-10 12:01:32 main:574] : INFO : Epoch 1650 | loss: 0.0311712 | val_loss: 0.031174 | Time: 9337.94 ms [2022-03-10 12:01:42 main:574] : INFO : Epoch 1651 | loss: 0.0311719 | val_loss: 0.0311744 | Time: 9314.03 ms [2022-03-10 12:01:51 main:574] : INFO : Epoch 1652 | loss: 0.0311723 | val_loss: 0.0311739 | Time: 9122.06 ms [2022-03-10 12:02:00 main:574] : INFO : Epoch 1653 | loss: 0.031172 | val_loss: 0.031174 | Time: 9047.63 ms [2022-03-10 12:02:09 main:574] : INFO : Epoch 1654 | loss: 0.0311743 | val_loss: 0.0311753 | Time: 9222.27 ms [2022-03-10 12:02:18 main:574] : INFO : Epoch 1655 | loss: 0.031175 | val_loss: 0.0311738 | Time: 8913.1 ms [2022-03-10 12:02:27 main:574] : INFO : Epoch 1656 | loss: 0.0311732 | val_loss: 0.0311737 | Time: 9176.76 ms [2022-03-10 12:02:36 main:574] : INFO : Epoch 1657 | loss: 0.0311731 | val_loss: 0.031175 | Time: 8983.56 ms [2022-03-10 12:02:45 main:574] : INFO : Epoch 1658 | loss: 0.0311739 | val_loss: 0.0311747 | Time: 9122.47 ms [2022-03-10 12:02:55 main:574] : INFO : Epoch 1659 | loss: 0.0311736 | val_loss: 0.0311794 | Time: 9235.03 ms [2022-03-10 12:03:04 main:574] : INFO : Epoch 1660 | loss: 0.0311724 | val_loss: 0.0311744 | Time: 9050.63 ms [2022-03-10 12:03:13 main:574] : INFO : Epoch 1661 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 9115.24 ms [2022-03-10 12:03:22 main:574] : INFO : Epoch 1662 | loss: 0.0311717 | val_loss: 0.0311729 | Time: 9125.27 ms [2022-03-10 12:03:31 main:574] : INFO : Epoch 1663 | loss: 0.0311713 | val_loss: 0.0311737 | Time: 9224.1 ms [2022-03-10 12:03:40 main:574] : INFO : Epoch 1664 | loss: 0.0311702 | val_loss: 0.0311728 | Time: 9090.05 ms [2022-03-10 12:03:50 main:574] : INFO : Epoch 1665 | loss: 0.0311702 | val_loss: 0.0311752 | Time: 9287.48 ms [2022-03-10 12:03:59 main:574] : INFO : Epoch 1666 | loss: 0.0311707 | val_loss: 0.0311788 | Time: 9390.49 ms [2022-03-10 12:04:08 main:574] : INFO : Epoch 1667 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 9232.41 ms [2022-03-10 12:04:17 main:574] : INFO : Epoch 1668 | loss: 0.0311704 | val_loss: 0.0311743 | Time: 9166.44 ms [2022-03-10 12:04:26 main:574] : INFO : Epoch 1669 | loss: 0.0311745 | val_loss: 0.0311734 | Time: 9077.16 ms [2022-03-10 12:04:36 main:574] : INFO : Epoch 1670 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 9223.88 ms [2022-03-10 12:04:45 main:574] : INFO : Epoch 1671 | loss: 0.0311737 | val_loss: 0.0311734 | Time: 9146.34 ms [2022-03-10 12:04:54 main:574] : INFO : Epoch 1672 | loss: 0.031172 | val_loss: 0.0311724 | Time: 9300.9 ms [2022-03-10 12:05:03 main:574] : INFO : Epoch 1673 | loss: 0.0311722 | val_loss: 0.031173 | Time: 9123.25 ms [2022-03-10 12:05:12 main:574] : INFO : Epoch 1674 | loss: 0.031172 | val_loss: 0.0311735 | Time: 9027.99 ms [2022-03-10 12:05:21 main:574] : INFO : Epoch 1675 | loss: 0.0311751 | val_loss: 0.0311746 | Time: 9225.32 ms [2022-03-10 12:05:31 main:574] : INFO : Epoch 1676 | loss: 0.0311737 | val_loss: 0.0311752 | Time: 9187.45 ms [2022-03-10 12:05:40 main:574] : INFO : Epoch 1677 | loss: 0.0311814 | val_loss: 0.0311812 | Time: 9126.02 ms [2022-03-10 12:05:48 main:574] : INFO : Epoch 1678 | loss: 0.0311856 | val_loss: 0.031182 | Time: 8378.14 ms [2022-03-10 12:05:57 main:574] : INFO : Epoch 1679 | loss: 0.0311838 | val_loss: 0.0311813 | Time: 8467.55 ms [2022-03-10 12:06:06 main:574] : INFO : Epoch 1680 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 9170.73 ms [2022-03-10 12:06:15 main:574] : INFO : Epoch 1681 | loss: 0.0311834 | val_loss: 0.0311825 | Time: 9080.45 ms [2022-03-10 12:06:24 main:574] : INFO : Epoch 1682 | loss: 0.0311837 | val_loss: 0.0311827 | Time: 9263.38 ms [2022-03-10 12:06:33 main:574] : INFO : Epoch 1683 | loss: 0.0311821 | val_loss: 0.031182 | Time: 9166.51 ms [2022-03-10 12:06:43 main:574] : INFO : Epoch 1684 | loss: 0.031183 | val_loss: 0.0311803 | Time: 9300.24 ms [2022-03-10 12:06:52 main:574] : INFO : Epoch 1685 | loss: 0.0311823 | val_loss: 0.0311821 | Time: 8863.15 ms [2022-03-10 12:07:01 main:574] : INFO : Epoch 1686 | loss: 0.0311813 | val_loss: 0.0311804 | Time: 9253.36 ms [2022-03-10 12:07:10 main:574] : INFO : Epoch 1687 | loss: 0.0311822 | val_loss: 0.0311799 | Time: 9114.04 ms [2022-03-10 12:07:19 main:574] : INFO : Epoch 1688 | loss: 0.0311798 | val_loss: 0.0311799 | Time: 9193.03 ms [2022-03-10 12:07:28 main:574] : INFO : Epoch 1689 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 8950.49 ms [2022-03-10 12:07:37 main:574] : INFO : Epoch 1690 | loss: 0.0311817 | val_loss: 0.0311819 | Time: 9046.48 ms [2022-03-10 12:07:46 main:574] : INFO : Epoch 1691 | loss: 0.0311796 | val_loss: 0.0311799 | Time: 9316.55 ms [2022-03-10 12:07:56 main:574] : INFO : Epoch 1692 | loss: 0.0311786 | val_loss: 0.0311788 | Time: 9199.69 ms [2022-03-10 12:08:05 main:574] : INFO : Epoch 1693 | loss: 0.0311782 | val_loss: 0.0311784 | Time: 9029.17 ms [2022-03-10 12:08:14 main:574] : INFO : Epoch 1694 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 9157.69 ms [2022-03-10 12:08:23 main:574] : INFO : Epoch 1695 | loss: 0.0311779 | val_loss: 0.0311804 | Time: 9201.83 ms [2022-03-10 12:08:32 main:574] : INFO : Epoch 1696 | loss: 0.0311789 | val_loss: 0.031179 | Time: 9388.57 ms [2022-03-10 12:08:42 main:574] : INFO : Epoch 1697 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 9278.97 ms [2022-03-10 12:08:51 main:574] : INFO : Epoch 1698 | loss: 0.0311768 | val_loss: 0.0311796 | Time: 9265.32 ms [2022-03-10 12:09:00 main:574] : INFO : Epoch 1699 | loss: 0.0311769 | val_loss: 0.0311785 | Time: 9139.78 ms [2022-03-10 12:09:09 main:574] : INFO : Epoch 1700 | loss: 0.0311782 | val_loss: 0.0311799 | Time: 9163.5 ms [2022-03-10 12:09:19 main:574] : INFO : Epoch 1701 | loss: 0.031177 | val_loss: 0.0311807 | Time: 9356.09 ms [2022-03-10 12:09:28 main:574] : INFO : Epoch 1702 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 9248.67 ms [2022-03-10 12:09:37 main:574] : INFO : Epoch 1703 | loss: 0.0311777 | val_loss: 0.0311788 | Time: 8914.62 ms [2022-03-10 12:09:46 main:574] : INFO : Epoch 1704 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 9235.64 ms [2022-03-10 12:09:55 main:574] : INFO : Epoch 1705 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 9259.77 ms [2022-03-10 12:10:04 main:574] : INFO : Epoch 1706 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 9068.45 ms [2022-03-10 12:10:14 main:574] : INFO : Epoch 1707 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 9165.17 ms [2022-03-10 12:10:23 main:574] : INFO : Epoch 1708 | loss: 0.0311777 | val_loss: 0.0311843 | Time: 9167.72 ms [2022-03-10 12:10:32 main:574] : INFO : Epoch 1709 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 9232.56 ms [2022-03-10 12:10:41 main:574] : INFO : Epoch 1710 | loss: 0.0311763 | val_loss: 0.0311795 | Time: 9123.46 ms [2022-03-10 12:10:50 main:574] : INFO : Epoch 1711 | loss: 0.0311761 | val_loss: 0.0311771 | Time: 8909.94 ms [2022-03-10 12:10:59 main:574] : INFO : Epoch 1712 | loss: 0.0311762 | val_loss: 0.0311794 | Time: 9079.48 ms [2022-03-10 12:11:08 main:574] : INFO : Epoch 1713 | loss: 0.031176 | val_loss: 0.0311777 | Time: 9203.77 ms [2022-03-10 12:11:18 main:574] : INFO : Epoch 1714 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 9223.08 ms [2022-03-10 12:11:27 main:574] : INFO : Epoch 1715 | loss: 0.0311766 | val_loss: 0.0311799 | Time: 9255.06 ms [2022-03-10 12:11:36 main:574] : INFO : Epoch 1716 | loss: 0.0311748 | val_loss: 0.031178 | Time: 9117.13 ms [2022-03-10 12:11:45 main:574] : INFO : Epoch 1717 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 9154.62 ms [2022-03-10 12:11:54 main:574] : INFO : Epoch 1718 | loss: 0.031174 | val_loss: 0.0311911 | Time: 9193.67 ms [2022-03-10 12:12:03 main:574] : INFO : Epoch 1719 | loss: 0.0311796 | val_loss: 0.0311813 | Time: 8818.33 ms [2022-03-10 12:12:12 main:574] : INFO : Epoch 1720 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 9090.8 ms [2022-03-10 12:12:21 main:574] : INFO : Epoch 1721 | loss: 0.0311759 | val_loss: 0.031178 | Time: 9083.41 ms [2022-03-10 12:12:30 main:574] : INFO : Epoch 1722 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 9051.92 ms [2022-03-10 12:12:39 main:574] : INFO : Epoch 1723 | loss: 0.0311741 | val_loss: 0.0311757 | Time: 8953.19 ms [2022-03-10 12:12:49 main:574] : INFO : Epoch 1724 | loss: 0.0311739 | val_loss: 0.0311768 | Time: 9149.05 ms [2022-03-10 12:12:58 main:574] : INFO : Epoch 1725 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 9301.69 ms [2022-03-10 12:13:07 main:574] : INFO : Epoch 1726 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 9101.5 ms [2022-03-10 12:13:16 main:574] : INFO : Epoch 1727 | loss: 0.0311735 | val_loss: 0.0311761 | Time: 9355.4 ms [2022-03-10 12:13:26 main:574] : INFO : Epoch 1728 | loss: 0.0311732 | val_loss: 0.0311768 | Time: 9234.8 ms [2022-03-10 12:13:35 main:574] : INFO : Epoch 1729 | loss: 0.031172 | val_loss: 0.0311763 | Time: 9210.05 ms [2022-03-10 12:13:44 main:574] : INFO : Epoch 1730 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 9169.51 ms [2022-03-10 12:13:53 main:574] : INFO : Epoch 1731 | loss: 0.031172 | val_loss: 0.0311776 | Time: 9107.08 ms [2022-03-10 12:14:02 main:574] : INFO : Epoch 1732 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 9180.05 ms [2022-03-10 12:14:11 main:574] : INFO : Epoch 1733 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 8962.54 ms [2022-03-10 12:14:20 main:574] : INFO : Epoch 1734 | loss: 0.0311736 | val_loss: 0.031179 | Time: 8849.12 ms [2022-03-10 12:14:29 main:574] : INFO : Epoch 1735 | loss: 0.0311745 | val_loss: 0.0311765 | Time: 9200.84 ms [2022-03-10 12:14:39 main:574] : INFO : Epoch 1736 | loss: 0.0311719 | val_loss: 0.0311762 | Time: 9261.43 ms [2022-03-10 12:14:48 main:574] : INFO : Epoch 1737 | loss: 0.0311714 | val_loss: 0.0311762 | Time: 9346.94 ms [2022-03-10 12:14:57 main:574] : INFO : Epoch 1738 | loss: 0.0311718 | val_loss: 0.0311762 | Time: 9165.37 ms [2022-03-10 12:15:06 main:574] : INFO : Epoch 1739 | loss: 0.0311728 | val_loss: 0.031176 | Time: 9264.37 ms [2022-03-10 12:15:16 main:574] : INFO : Epoch 1740 | loss: 0.0311721 | val_loss: 0.0311769 | Time: 9391.1 ms [2022-03-10 12:15:25 main:574] : INFO : Epoch 1741 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 9382.77 ms [2022-03-10 12:15:34 main:574] : INFO : Epoch 1742 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 9073.74 ms [2022-03-10 12:15:44 main:574] : INFO : Epoch 1743 | loss: 0.0311729 | val_loss: 0.0311783 | Time: 9295.17 ms [2022-03-10 12:15:53 main:574] : INFO : Epoch 1744 | loss: 0.0311723 | val_loss: 0.0311796 | Time: 9064.13 ms [2022-03-10 12:16:02 main:574] : INFO : Epoch 1745 | loss: 0.0311721 | val_loss: 0.0311807 | Time: 9337.35 ms [2022-03-10 12:16:11 main:574] : INFO : Epoch 1746 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 9294.69 ms [2022-03-10 12:16:21 main:574] : INFO : Epoch 1747 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 9344.08 ms [2022-03-10 12:16:30 main:574] : INFO : Epoch 1748 | loss: 0.0311727 | val_loss: 0.0311813 | Time: 9060.26 ms [2022-03-10 12:16:39 main:574] : INFO : Epoch 1749 | loss: 0.0311705 | val_loss: 0.0311783 | Time: 9217.37 ms [2022-03-10 12:16:48 main:574] : INFO : Epoch 1750 | loss: 0.0311712 | val_loss: 0.031178 | Time: 8918.78 ms [2022-03-10 12:16:57 main:574] : INFO : Epoch 1751 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 9303.37 ms [2022-03-10 12:17:06 main:574] : INFO : Epoch 1752 | loss: 0.0311702 | val_loss: 0.0311802 | Time: 9124.01 ms [2022-03-10 12:17:16 main:574] : INFO : Epoch 1753 | loss: 0.0311715 | val_loss: 0.0311766 | Time: 9236.91 ms [2022-03-10 12:17:25 main:574] : INFO : Epoch 1754 | loss: 0.0311696 | val_loss: 0.0311765 | Time: 9213.54 ms [2022-03-10 12:17:34 main:574] : INFO : Epoch 1755 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 9016.09 ms [2022-03-10 12:17:43 main:574] : INFO : Epoch 1756 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 9174.79 ms [2022-03-10 12:17:52 main:574] : INFO : Epoch 1757 | loss: 0.0311776 | val_loss: 0.031178 | Time: 9226.51 ms [2022-03-10 12:18:02 main:574] : INFO : Epoch 1758 | loss: 0.0311778 | val_loss: 0.0311774 | Time: 9295.86 ms [2022-03-10 12:18:11 main:574] : INFO : Epoch 1759 | loss: 0.0311752 | val_loss: 0.031177 | Time: 9255.58 ms [2022-03-10 12:18:20 main:574] : INFO : Epoch 1760 | loss: 0.0311751 | val_loss: 0.0311764 | Time: 9404.02 ms [2022-03-10 12:18:29 main:574] : INFO : Epoch 1761 | loss: 0.0311745 | val_loss: 0.031177 | Time: 9254.2 ms [2022-03-10 12:18:39 main:574] : INFO : Epoch 1762 | loss: 0.0311752 | val_loss: 0.0311751 | Time: 9214.78 ms [2022-03-10 12:18:47 main:574] : INFO : Epoch 1763 | loss: 0.0311743 | val_loss: 0.0311778 | Time: 8025.17 ms [2022-03-10 12:18:56 main:574] : INFO : Epoch 1764 | loss: 0.0311739 | val_loss: 0.0311774 | Time: 8962.18 ms [2022-03-10 12:19:05 main:574] : INFO : Epoch 1765 | loss: 0.0311746 | val_loss: 0.0311764 | Time: 8932.92 ms [2022-03-10 12:19:14 main:574] : INFO : Epoch 1766 | loss: 0.0311738 | val_loss: 0.0311774 | Time: 9121.45 ms [2022-03-10 12:19:23 main:574] : INFO : Epoch 1767 | loss: 0.0311733 | val_loss: 0.0311783 | Time: 9142.04 ms [2022-03-10 12:19:32 main:574] : INFO : Epoch 1768 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 9061.91 ms [2022-03-10 12:19:41 main:574] : INFO : Epoch 1769 | loss: 0.0311744 | val_loss: 0.0311844 | Time: 9013.53 ms [2022-03-10 12:19:50 main:574] : INFO : Epoch 1770 | loss: 0.0311741 | val_loss: 0.0311777 | Time: 9154.61 ms [2022-03-10 12:19:59 main:574] : INFO : Epoch 1771 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 9133.61 ms [2022-03-10 12:20:08 main:574] : INFO : Epoch 1772 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 9016.42 ms [2022-03-10 12:20:17 main:574] : INFO : Epoch 1773 | loss: 0.0311723 | val_loss: 0.0311773 | Time: 8988.2 ms [2022-03-10 12:20:27 main:574] : INFO : Epoch 1774 | loss: 0.0311725 | val_loss: 0.0311766 | Time: 9204.29 ms [2022-03-10 12:20:36 main:574] : INFO : Epoch 1775 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 9096.11 ms [2022-03-10 12:20:45 main:574] : INFO : Epoch 1776 | loss: 0.0311722 | val_loss: 0.0311776 | Time: 8951.47 ms [2022-03-10 12:20:54 main:574] : INFO : Epoch 1777 | loss: 0.0311726 | val_loss: 0.0311771 | Time: 9017.25 ms [2022-03-10 12:21:03 main:574] : INFO : Epoch 1778 | loss: 0.031173 | val_loss: 0.0311767 | Time: 8992.24 ms [2022-03-10 12:21:12 main:574] : INFO : Epoch 1779 | loss: 0.031173 | val_loss: 0.0311771 | Time: 9086.4 ms [2022-03-10 12:21:21 main:574] : INFO : Epoch 1780 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 9079.65 ms [2022-03-10 12:21:30 main:574] : INFO : Epoch 1781 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 9079.88 ms [2022-03-10 12:21:39 main:574] : INFO : Epoch 1782 | loss: 0.0311719 | val_loss: 0.031177 | Time: 9200.66 ms [2022-03-10 12:21:48 main:574] : INFO : Epoch 1783 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 9052.69 ms [2022-03-10 12:21:57 main:574] : INFO : Epoch 1784 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 9147.64 ms [2022-03-10 12:22:07 main:574] : INFO : Epoch 1785 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 9182.4 ms [2022-03-10 12:22:15 main:574] : INFO : Epoch 1786 | loss: 0.0311714 | val_loss: 0.031178 | Time: 8978.63 ms [2022-03-10 12:22:25 main:574] : INFO : Epoch 1787 | loss: 0.0311724 | val_loss: 0.0311837 | Time: 9045.24 ms [2022-03-10 12:22:33 main:574] : INFO : Epoch 1788 | loss: 0.031172 | val_loss: 0.0311786 | Time: 8889.01 ms [2022-03-10 12:22:43 main:574] : INFO : Epoch 1789 | loss: 0.0311803 | val_loss: 0.031186 | Time: 9078.53 ms [2022-03-10 12:22:52 main:574] : INFO : Epoch 1790 | loss: 0.0311768 | val_loss: 0.0311776 | Time: 9082.21 ms [2022-03-10 12:23:01 main:574] : INFO : Epoch 1791 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 9008.73 ms [2022-03-10 12:23:10 main:574] : INFO : Epoch 1792 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 9170.72 ms [2022-03-10 12:23:19 main:574] : INFO : Epoch 1793 | loss: 0.031171 | val_loss: 0.0311788 | Time: 9232.53 ms [2022-03-10 12:23:28 main:574] : INFO : Epoch 1794 | loss: 0.0311715 | val_loss: 0.031182 | Time: 9009.3 ms [2022-03-10 12:23:37 main:574] : INFO : Epoch 1795 | loss: 0.0311719 | val_loss: 0.0311803 | Time: 9021.66 ms [2022-03-10 12:23:46 main:574] : INFO : Epoch 1796 | loss: 0.0311721 | val_loss: 0.0311791 | Time: 9021.24 ms [2022-03-10 12:23:55 main:574] : INFO : Epoch 1797 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 9230 ms [2022-03-10 12:24:04 main:574] : INFO : Epoch 1798 | loss: 0.0311726 | val_loss: 0.0311782 | Time: 9047.05 ms [2022-03-10 12:24:14 main:574] : INFO : Epoch 1799 | loss: 0.0311731 | val_loss: 0.0311766 | Time: 9187.65 ms [2022-03-10 12:24:23 main:574] : INFO : Epoch 1800 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 8956.63 ms [2022-03-10 12:24:32 main:574] : INFO : Epoch 1801 | loss: 0.0311719 | val_loss: 0.0311809 | Time: 9061.89 ms [2022-03-10 12:24:41 main:574] : INFO : Epoch 1802 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 9143.24 ms [2022-03-10 12:24:50 main:574] : INFO : Epoch 1803 | loss: 0.0311806 | val_loss: 0.0311815 | Time: 9209.89 ms [2022-03-10 12:24:59 main:574] : INFO : Epoch 1804 | loss: 0.0311792 | val_loss: 0.0311797 | Time: 9072.98 ms [2022-03-10 12:25:08 main:574] : INFO : Epoch 1805 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 8880.08 ms [2022-03-10 12:25:17 main:574] : INFO : Epoch 1806 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 8989.34 ms [2022-03-10 12:25:26 main:574] : INFO : Epoch 1807 | loss: 0.0311792 | val_loss: 0.0311824 | Time: 9274.98 ms [2022-03-10 12:25:35 main:574] : INFO : Epoch 1808 | loss: 0.0311824 | val_loss: 0.0311885 | Time: 8977.46 ms [2022-03-10 12:25:44 main:574] : INFO : Epoch 1809 | loss: 0.0311855 | val_loss: 0.0311834 | Time: 9063.91 ms [2022-03-10 12:25:54 main:574] : INFO : Epoch 1810 | loss: 0.0311803 | val_loss: 0.0311815 | Time: 9280.66 ms [2022-03-10 12:26:03 main:574] : INFO : Epoch 1811 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 8937.57 ms [2022-03-10 12:26:12 main:574] : INFO : Epoch 1812 | loss: 0.0311788 | val_loss: 0.0311803 | Time: 9113 ms [2022-03-10 12:26:21 main:574] : INFO : Epoch 1813 | loss: 0.031179 | val_loss: 0.0311806 | Time: 9095.26 ms [2022-03-10 12:26:30 main:574] : INFO : Epoch 1814 | loss: 0.0311785 | val_loss: 0.0311815 | Time: 9098.44 ms [2022-03-10 12:26:39 main:574] : INFO : Epoch 1815 | loss: 0.031177 | val_loss: 0.0311813 | Time: 9214.71 ms [2022-03-10 12:26:48 main:574] : INFO : Epoch 1816 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 9162.81 ms [2022-03-10 12:26:57 main:574] : INFO : Epoch 1817 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 9156.11 ms [2022-03-10 12:27:06 main:574] : INFO : Epoch 1818 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 8970.51 ms [2022-03-10 12:27:15 main:574] : INFO : Epoch 1819 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 8950.51 ms [2022-03-10 12:27:24 main:574] : INFO : Epoch 1820 | loss: 0.0311799 | val_loss: 0.0311797 | Time: 8986.87 ms [2022-03-10 12:27:34 main:574] : INFO : Epoch 1821 | loss: 0.03118 | val_loss: 0.0311833 | Time: 9308.17 ms [2022-03-10 12:27:43 main:574] : INFO : Epoch 1822 | loss: 0.0311801 | val_loss: 0.0311784 | Time: 8962 ms [2022-03-10 12:27:52 main:574] : INFO : Epoch 1823 | loss: 0.0311773 | val_loss: 0.0311784 | Time: 9264.08 ms [2022-03-10 12:28:01 main:574] : INFO : Epoch 1824 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 9124.16 ms [2022-03-10 12:28:10 main:574] : INFO : Epoch 1825 | loss: 0.0311797 | val_loss: 0.0311787 | Time: 9020.87 ms [2022-03-10 12:28:19 main:574] : INFO : Epoch 1826 | loss: 0.0311793 | val_loss: 0.0311773 | Time: 9153.99 ms [2022-03-10 12:28:28 main:574] : INFO : Epoch 1827 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 9190.39 ms [2022-03-10 12:28:37 main:574] : INFO : Epoch 1828 | loss: 0.0311776 | val_loss: 0.0311849 | Time: 9041.41 ms [2022-03-10 12:28:47 main:574] : INFO : Epoch 1829 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 9202.8 ms [2022-03-10 12:28:56 main:574] : INFO : Epoch 1830 | loss: 0.0311762 | val_loss: 0.0311771 | Time: 9248.9 ms [2022-03-10 12:29:05 main:574] : INFO : Epoch 1831 | loss: 0.0311759 | val_loss: 0.031177 | Time: 9200.17 ms [2022-03-10 12:29:14 main:574] : INFO : Epoch 1832 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 9122.37 ms [2022-03-10 12:29:23 main:574] : INFO : Epoch 1833 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 9072.82 ms [2022-03-10 12:29:32 main:574] : INFO : Epoch 1834 | loss: 0.0311753 | val_loss: 0.0311763 | Time: 8965.66 ms [2022-03-10 12:29:41 main:574] : INFO : Epoch 1835 | loss: 0.0311758 | val_loss: 0.0311784 | Time: 9083.65 ms [2022-03-10 12:29:50 main:574] : INFO : Epoch 1836 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 8950.68 ms [2022-03-10 12:30:00 main:574] : INFO : Epoch 1837 | loss: 0.0311743 | val_loss: 0.0311772 | Time: 9138.49 ms [2022-03-10 12:30:08 main:574] : INFO : Epoch 1838 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 8859.86 ms [2022-03-10 12:30:17 main:574] : INFO : Epoch 1839 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 9110.26 ms [2022-03-10 12:30:27 main:574] : INFO : Epoch 1840 | loss: 0.0311739 | val_loss: 0.0311766 | Time: 9061.77 ms [2022-03-10 12:30:36 main:574] : INFO : Epoch 1841 | loss: 0.0311729 | val_loss: 0.0311763 | Time: 9037.14 ms [2022-03-10 12:30:44 main:574] : INFO : Epoch 1842 | loss: 0.0311741 | val_loss: 0.0311772 | Time: 8811.48 ms [2022-03-10 12:30:53 main:574] : INFO : Epoch 1843 | loss: 0.0311729 | val_loss: 0.0311772 | Time: 8882.51 ms [2022-03-10 12:31:02 main:574] : INFO : Epoch 1844 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 9101.55 ms [2022-03-10 12:31:12 main:574] : INFO : Epoch 1845 | loss: 0.0311722 | val_loss: 0.0311759 | Time: 9092.7 ms [2022-03-10 12:31:19 main:574] : INFO : Epoch 1846 | loss: 0.0311721 | val_loss: 0.0311772 | Time: 7592.82 ms [2022-03-10 12:31:28 main:574] : INFO : Epoch 1847 | loss: 0.0311755 | val_loss: 0.0311828 | Time: 8925.11 ms [2022-03-10 12:31:37 main:574] : INFO : Epoch 1848 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 9131.52 ms [2022-03-10 12:31:46 main:574] : INFO : Epoch 1849 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 8954.66 ms [2022-03-10 12:31:55 main:574] : INFO : Epoch 1850 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 8969.6 ms [2022-03-10 12:32:04 main:574] : INFO : Epoch 1851 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 8992.65 ms [2022-03-10 12:32:13 main:574] : INFO : Epoch 1852 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 9129.42 ms [2022-03-10 12:32:22 main:574] : INFO : Epoch 1853 | loss: 0.0311722 | val_loss: 0.031182 | Time: 9038.23 ms [2022-03-10 12:32:31 main:574] : INFO : Epoch 1854 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 9067.39 ms [2022-03-10 12:32:40 main:574] : INFO : Epoch 1855 | loss: 0.0311704 | val_loss: 0.0311755 | Time: 9094.54 ms [2022-03-10 12:32:50 main:574] : INFO : Epoch 1856 | loss: 0.031171 | val_loss: 0.0311745 | Time: 9118.31 ms [2022-03-10 12:32:59 main:574] : INFO : Epoch 1857 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 9166.05 ms [2022-03-10 12:33:08 main:574] : INFO : Epoch 1858 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 8992.36 ms [2022-03-10 12:33:17 main:574] : INFO : Epoch 1859 | loss: 0.0311707 | val_loss: 0.0311745 | Time: 9193.63 ms [2022-03-10 12:33:26 main:574] : INFO : Epoch 1860 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 9000.49 ms [2022-03-10 12:33:35 main:574] : INFO : Epoch 1861 | loss: 0.0311699 | val_loss: 0.0311772 | Time: 8956.17 ms [2022-03-10 12:33:44 main:574] : INFO : Epoch 1862 | loss: 0.0311703 | val_loss: 0.0311749 | Time: 9171.53 ms [2022-03-10 12:33:53 main:574] : INFO : Epoch 1863 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 9098.21 ms [2022-03-10 12:34:03 main:574] : INFO : Epoch 1864 | loss: 0.0311706 | val_loss: 0.0311749 | Time: 9297.98 ms [2022-03-10 12:34:11 main:574] : INFO : Epoch 1865 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 8879.23 ms [2022-03-10 12:34:21 main:574] : INFO : Epoch 1866 | loss: 0.0313506 | val_loss: 0.0315265 | Time: 9063.26 ms [2022-03-10 12:34:30 main:574] : INFO : Epoch 1867 | loss: 0.0334168 | val_loss: 0.0321566 | Time: 9038.55 ms [2022-03-10 12:34:39 main:574] : INFO : Epoch 1868 | loss: 0.0315756 | val_loss: 0.0313365 | Time: 9023.92 ms [2022-03-10 12:34:48 main:574] : INFO : Epoch 1869 | loss: 0.0312915 | val_loss: 0.0312354 | Time: 9174.82 ms [2022-03-10 12:34:57 main:574] : INFO : Epoch 1870 | loss: 0.0312171 | val_loss: 0.0311973 | Time: 9101.47 ms [2022-03-10 12:35:06 main:574] : INFO : Epoch 1871 | loss: 0.0311963 | val_loss: 0.0311882 | Time: 9087.61 ms [2022-03-10 12:35:15 main:574] : INFO : Epoch 1872 | loss: 0.0311886 | val_loss: 0.0311821 | Time: 8925.46 ms [2022-03-10 12:35:24 main:574] : INFO : Epoch 1873 | loss: 0.0311819 | val_loss: 0.0311782 | Time: 8987.23 ms [2022-03-10 12:35:33 main:574] : INFO : Epoch 1874 | loss: 0.031177 | val_loss: 0.0311761 | Time: 9269.67 ms [2022-03-10 12:35:42 main:574] : INFO : Epoch 1875 | loss: 0.0311762 | val_loss: 0.031176 | Time: 8901.98 ms [2022-03-10 12:35:51 main:574] : INFO : Epoch 1876 | loss: 0.0311735 | val_loss: 0.0311749 | Time: 9064.4 ms [2022-03-10 12:36:00 main:574] : INFO : Epoch 1877 | loss: 0.0311723 | val_loss: 0.0311732 | Time: 9224.98 ms [2022-03-10 12:36:10 main:574] : INFO : Epoch 1878 | loss: 0.0311708 | val_loss: 0.0311743 | Time: 9158.04 ms [2022-03-10 12:36:19 main:574] : INFO : Epoch 1879 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 9220.33 ms [2022-03-10 12:36:28 main:574] : INFO : Epoch 1880 | loss: 0.0311704 | val_loss: 0.0311737 | Time: 9093.39 ms [2022-03-10 12:36:37 main:574] : INFO : Epoch 1881 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 9009.78 ms [2022-03-10 12:36:46 main:574] : INFO : Epoch 1882 | loss: 0.0311698 | val_loss: 0.0311749 | Time: 9064.42 ms [2022-03-10 12:36:55 main:574] : INFO : Epoch 1883 | loss: 0.0311713 | val_loss: 0.0311753 | Time: 8894.97 ms [2022-03-10 12:37:04 main:574] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.0311813 | Time: 9064.19 ms [2022-03-10 12:37:13 main:574] : INFO : Epoch 1885 | loss: 0.031172 | val_loss: 0.0311755 | Time: 9116.39 ms [2022-03-10 12:37:22 main:574] : INFO : Epoch 1886 | loss: 0.0311691 | val_loss: 0.0311759 | Time: 9143.23 ms [2022-03-10 12:37:31 main:574] : INFO : Epoch 1887 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 8990.07 ms [2022-03-10 12:37:40 main:574] : INFO : Epoch 1888 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 9133.53 ms [2022-03-10 12:37:50 main:574] : INFO : Epoch 1889 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 9214.68 ms [2022-03-10 12:37:59 main:574] : INFO : Epoch 1890 | loss: 0.0311686 | val_loss: 0.0311767 | Time: 8897.94 ms [2022-03-10 12:38:08 main:574] : INFO : Epoch 1891 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 9115.46 ms [2022-03-10 12:38:17 main:574] : INFO : Epoch 1892 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 9163.54 ms [2022-03-10 12:38:26 main:574] : INFO : Epoch 1893 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 9366.1 ms [2022-03-10 12:38:35 main:574] : INFO : Epoch 1894 | loss: 0.0311749 | val_loss: 0.0311758 | Time: 9075.33 ms [2022-03-10 12:38:45 main:574] : INFO : Epoch 1895 | loss: 0.0311733 | val_loss: 0.0311831 | Time: 9301.59 ms [2022-03-10 12:38:54 main:574] : INFO : Epoch 1896 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 9151.49 ms [2022-03-10 12:39:03 main:574] : INFO : Epoch 1897 | loss: 0.0311706 | val_loss: 0.0311758 | Time: 8980.57 ms [2022-03-10 12:39:12 main:574] : INFO : Epoch 1898 | loss: 0.0311704 | val_loss: 0.0311749 | Time: 8841.05 ms [2022-03-10 12:39:21 main:574] : INFO : Epoch 1899 | loss: 0.0311707 | val_loss: 0.031176 | Time: 9032.18 ms [2022-03-10 12:39:30 main:574] : INFO : Epoch 1900 | loss: 0.031171 | val_loss: 0.031176 | Time: 8910.32 ms [2022-03-10 12:39:39 main:574] : INFO : Epoch 1901 | loss: 0.031171 | val_loss: 0.0311764 | Time: 9022.42 ms [2022-03-10 12:39:48 main:574] : INFO : Epoch 1902 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 9010.36 ms [2022-03-10 12:39:57 main:574] : INFO : Epoch 1903 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 8940.57 ms [2022-03-10 12:40:06 main:574] : INFO : Epoch 1904 | loss: 0.0311711 | val_loss: 0.0311773 | Time: 9042.78 ms [2022-03-10 12:40:14 main:574] : INFO : Epoch 1905 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 8906.49 ms [2022-03-10 12:40:24 main:574] : INFO : Epoch 1906 | loss: 0.0311724 | val_loss: 0.0311776 | Time: 9085.03 ms [2022-03-10 12:40:33 main:574] : INFO : Epoch 1907 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 9013.07 ms [2022-03-10 12:40:41 main:574] : INFO : Epoch 1908 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 8826.62 ms [2022-03-10 12:40:50 main:574] : INFO : Epoch 1909 | loss: 0.031171 | val_loss: 0.0311769 | Time: 9009.66 ms [2022-03-10 12:41:00 main:574] : INFO : Epoch 1910 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 9074.63 ms [2022-03-10 12:41:09 main:574] : INFO : Epoch 1911 | loss: 0.0311695 | val_loss: 0.031178 | Time: 9038.09 ms [2022-03-10 12:41:18 main:574] : INFO : Epoch 1912 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 9271.54 ms [2022-03-10 12:41:27 main:574] : INFO : Epoch 1913 | loss: 0.0311686 | val_loss: 0.0311795 | Time: 9074.21 ms [2022-03-10 12:41:36 main:574] : INFO : Epoch 1914 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 9048.59 ms [2022-03-10 12:41:45 main:574] : INFO : Epoch 1915 | loss: 0.0311682 | val_loss: 0.03118 | Time: 9054.27 ms [2022-03-10 12:41:54 main:574] : INFO : Epoch 1916 | loss: 0.0311685 | val_loss: 0.0311799 | Time: 9203.24 ms [2022-03-10 12:42:03 main:574] : INFO : Epoch 1917 | loss: 0.0311685 | val_loss: 0.0311808 | Time: 9081.4 ms [2022-03-10 12:42:13 main:574] : INFO : Epoch 1918 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 9303.99 ms [2022-03-10 12:42:22 main:574] : INFO : Epoch 1919 | loss: 0.0311678 | val_loss: 0.0311773 | Time: 9086 ms [2022-03-10 12:42:31 main:574] : INFO : Epoch 1920 | loss: 0.031168 | val_loss: 0.03118 | Time: 9004.74 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1660 SUPER) [2022-03-10 15:52:05 main:435] : INFO : Set logging level to 1 [2022-03-10 15:52:05 main:441] : INFO : Running in BOINC Client mode [2022-03-10 15:52:05 main:444] : INFO : Resolving all filenames [2022-03-10 15:52:05 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-10 15:52:05 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-10 15:52:05 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-10 15:52:05 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-10 15:52:05 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-10 15:52:05 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-10 15:52:05 main:474] : INFO : Configuration: [2022-03-10 15:52:05 main:475] : INFO : Model type: GRU [2022-03-10 15:52:05 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-10 15:52:05 main:477] : INFO : Max Epochs: 2048 [2022-03-10 15:52:05 main:478] : INFO : Batch Size: 128 [2022-03-10 15:52:06 main:479] : INFO : Learning Rate: 0.01 [2022-03-10 15:52:06 main:480] : INFO : Patience: 10 [2022-03-10 15:52:06 main:481] : INFO : Hidden Width: 12 [2022-03-10 15:52:06 main:482] : INFO : # Recurrent Layers: 4 [2022-03-10 15:52:06 main:483] : INFO : # Backend Layers: 4 [2022-03-10 15:52:06 main:484] : INFO : # Threads: 1 [2022-03-10 15:52:06 main:486] : INFO : Preparing Dataset [2022-03-10 15:52:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-10 15:52:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-10 15:52:08 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-10 15:52:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-10 15:52:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-10 15:52:08 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-10 15:52:08 main:494] : INFO : Creating Model [2022-03-10 15:52:08 main:507] : INFO : Preparing config file [2022-03-10 15:52:08 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-10 15:52:08 main:512] : INFO : Loading config [2022-03-10 15:52:08 main:514] : INFO : Loading state [2022-03-10 15:52:09 main:559] : INFO : Loading DataLoader into Memory [2022-03-10 15:52:09 main:562] : INFO : Starting Training [2022-03-10 15:52:18 main:574] : INFO : Epoch 1921 | loss: 0.0313812 | val_loss: 0.0312525 | Time: 9564.57 ms [2022-03-10 15:52:28 main:574] : INFO : Epoch 1922 | loss: 0.0312412 | val_loss: 0.0312183 | Time: 9223.36 ms [2022-03-10 15:52:37 main:574] : INFO : Epoch 1923 | loss: 0.0311954 | val_loss: 0.0311782 | Time: 9285.2 ms [2022-03-10 15:52:46 main:574] : INFO : Epoch 1924 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 8974.05 ms [2022-03-10 15:52:55 main:574] : INFO : Epoch 1925 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 9147.16 ms [2022-03-10 15:53:04 main:574] : INFO : Epoch 1926 | loss: 0.0311725 | val_loss: 0.0311763 | Time: 9277.3 ms [2022-03-10 15:53:14 main:574] : INFO : Epoch 1927 | loss: 0.0311723 | val_loss: 0.0311784 | Time: 9097.33 ms [2022-03-10 15:53:23 main:574] : INFO : Epoch 1928 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 9100.84 ms [2022-03-10 15:53:32 main:574] : INFO : Epoch 1929 | loss: 0.0311735 | val_loss: 0.0311774 | Time: 9180.11 ms [2022-03-10 15:53:41 main:574] : INFO : Epoch 1930 | loss: 0.031172 | val_loss: 0.0311756 | Time: 9186.15 ms [2022-03-10 15:53:50 main:574] : INFO : Epoch 1931 | loss: 0.031172 | val_loss: 0.0311754 | Time: 9037.31 ms [2022-03-10 15:53:59 main:574] : INFO : Epoch 1932 | loss: 0.0311701 | val_loss: 0.0311723 | Time: 9252.13 ms [2022-03-10 15:54:08 main:574] : INFO : Epoch 1933 | loss: 0.0311678 | val_loss: 0.0311728 | Time: 9148.06 ms [2022-03-10 15:54:18 main:574] : INFO : Epoch 1934 | loss: 0.031169 | val_loss: 0.0311747 | Time: 9196.49 ms [2022-03-10 15:54:27 main:574] : INFO : Epoch 1935 | loss: 0.0311686 | val_loss: 0.0311757 | Time: 9180.32 ms [2022-03-10 15:54:36 main:574] : INFO : Epoch 1936 | loss: 0.0311698 | val_loss: 0.0311754 | Time: 8968.93 ms [2022-03-10 15:54:45 main:574] : INFO : Epoch 1937 | loss: 0.031169 | val_loss: 0.0311769 | Time: 9148.68 ms [2022-03-10 15:54:54 main:574] : INFO : Epoch 1938 | loss: 0.031169 | val_loss: 0.0311757 | Time: 9000.58 ms [2022-03-10 15:55:03 main:574] : INFO : Epoch 1939 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 9083.02 ms [2022-03-10 15:55:12 main:574] : INFO : Epoch 1940 | loss: 0.0311682 | val_loss: 0.0311769 | Time: 9049.92 ms [2022-03-10 15:55:21 main:574] : INFO : Epoch 1941 | loss: 0.0311685 | val_loss: 0.0311777 | Time: 9260.61 ms [2022-03-10 15:55:30 main:574] : INFO : Epoch 1942 | loss: 0.0311681 | val_loss: 0.0311792 | Time: 9056.58 ms [2022-03-10 15:55:39 main:574] : INFO : Epoch 1943 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 9024.45 ms [2022-03-10 15:55:49 main:574] : INFO : Epoch 1944 | loss: 0.0311691 | val_loss: 0.0311809 | Time: 9062.56 ms [2022-03-10 15:55:58 main:574] : INFO : Epoch 1945 | loss: 0.0311671 | val_loss: 0.0311784 | Time: 8996.19 ms [2022-03-10 15:56:07 main:574] : INFO : Epoch 1946 | loss: 0.0311681 | val_loss: 0.0311814 | Time: 9119.8 ms [2022-03-10 15:56:15 main:574] : INFO : Epoch 1947 | loss: 0.031169 | val_loss: 0.0311806 | Time: 7832.1 ms [2022-03-10 15:56:24 main:574] : INFO : Epoch 1948 | loss: 0.0311687 | val_loss: 0.0311832 | Time: 9196.66 ms [2022-03-10 15:56:33 main:574] : INFO : Epoch 1949 | loss: 0.0311662 | val_loss: 0.0311776 | Time: 9181.97 ms [2022-03-10 15:56:42 main:574] : INFO : Epoch 1950 | loss: 0.0311655 | val_loss: 0.0311769 | Time: 9204.18 ms [2022-03-10 15:56:51 main:574] : INFO : Epoch 1951 | loss: 0.0311664 | val_loss: 0.0311778 | Time: 9127.46 ms [2022-03-10 15:57:01 main:574] : INFO : Epoch 1952 | loss: 0.0311665 | val_loss: 0.0311784 | Time: 9220.5 ms [2022-03-10 15:57:10 main:574] : INFO : Epoch 1953 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 9095.92 ms [2022-03-10 15:57:19 main:574] : INFO : Epoch 1954 | loss: 0.0311655 | val_loss: 0.0311762 | Time: 9161.31 ms [2022-03-10 15:57:28 main:574] : INFO : Epoch 1955 | loss: 0.031167 | val_loss: 0.031175 | Time: 9225.89 ms [2022-03-10 15:57:37 main:574] : INFO : Epoch 1956 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 9222.34 ms [2022-03-10 15:57:46 main:574] : INFO : Epoch 1957 | loss: 0.0311664 | val_loss: 0.031175 | Time: 9160.44 ms [2022-03-10 15:57:56 main:574] : INFO : Epoch 1958 | loss: 0.0311667 | val_loss: 0.031175 | Time: 9256.4 ms [2022-03-10 15:58:05 main:574] : INFO : Epoch 1959 | loss: 0.0311674 | val_loss: 0.0311834 | Time: 9284.63 ms [2022-03-10 15:58:14 main:574] : INFO : Epoch 1960 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 9215.48 ms [2022-03-10 15:58:23 main:574] : INFO : Epoch 1961 | loss: 0.0311668 | val_loss: 0.0311764 | Time: 9250.18 ms [2022-03-10 15:58:32 main:574] : INFO : Epoch 1962 | loss: 0.0311664 | val_loss: 0.0311725 | Time: 9047.69 ms [2022-03-10 15:58:42 main:574] : INFO : Epoch 1963 | loss: 0.0311655 | val_loss: 0.0311758 | Time: 9198.86 ms [2022-03-10 15:58:51 main:574] : INFO : Epoch 1964 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 9197.7 ms [2022-03-10 15:59:00 main:574] : INFO : Epoch 1965 | loss: 0.0311656 | val_loss: 0.0311743 | Time: 9039.21 ms [2022-03-10 15:59:09 main:574] : INFO : Epoch 1966 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 9126.32 ms [2022-03-10 15:59:18 main:574] : INFO : Epoch 1967 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 9136.19 ms [2022-03-10 15:59:27 main:574] : INFO : Epoch 1968 | loss: 0.0311635 | val_loss: 0.0311739 | Time: 9113.31 ms [2022-03-10 15:59:37 main:574] : INFO : Epoch 1969 | loss: 0.0311651 | val_loss: 0.0311725 | Time: 9274.42 ms [2022-03-10 15:59:46 main:574] : INFO : Epoch 1970 | loss: 0.0311649 | val_loss: 0.0311758 | Time: 9238.88 ms [2022-03-10 15:59:55 main:574] : INFO : Epoch 1971 | loss: 0.0311644 | val_loss: 0.0311739 | Time: 9207.35 ms [2022-03-10 16:00:04 main:574] : INFO : Epoch 1972 | loss: 0.0311642 | val_loss: 0.0311773 | Time: 9087.91 ms [2022-03-10 16:00:13 main:574] : INFO : Epoch 1973 | loss: 0.0311675 | val_loss: 0.0311761 | Time: 9143.53 ms [2022-03-10 16:00:22 main:574] : INFO : Epoch 1974 | loss: 0.0311668 | val_loss: 0.0311771 | Time: 9092.27 ms [2022-03-10 16:00:31 main:574] : INFO : Epoch 1975 | loss: 0.0311645 | val_loss: 0.0311752 | Time: 9000.39 ms [2022-03-10 16:00:41 main:574] : INFO : Epoch 1976 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 9239.15 ms [2022-03-10 16:00:50 main:574] : INFO : Epoch 1977 | loss: 0.0311641 | val_loss: 0.0311768 | Time: 9123.8 ms [2022-03-10 16:00:59 main:574] : INFO : Epoch 1978 | loss: 0.0311631 | val_loss: 0.0311753 | Time: 9114.41 ms [2022-03-10 16:01:08 main:574] : INFO : Epoch 1979 | loss: 0.0311638 | val_loss: 0.0311778 | Time: 9025.17 ms [2022-03-10 16:01:17 main:574] : INFO : Epoch 1980 | loss: 0.0311697 | val_loss: 0.0311802 | Time: 9147.15 ms [2022-03-10 16:01:26 main:574] : INFO : Epoch 1981 | loss: 0.0311687 | val_loss: 0.0311782 | Time: 9026.42 ms [2022-03-10 16:01:35 main:574] : INFO : Epoch 1982 | loss: 0.0311669 | val_loss: 0.03118 | Time: 9110.16 ms [2022-03-10 16:01:44 main:574] : INFO : Epoch 1983 | loss: 0.0311674 | val_loss: 0.0311826 | Time: 9086.86 ms [2022-03-10 16:01:53 main:574] : INFO : Epoch 1984 | loss: 0.0311688 | val_loss: 0.0311779 | Time: 9061.09 ms [2022-03-10 16:02:03 main:574] : INFO : Epoch 1985 | loss: 0.0311679 | val_loss: 0.031176 | Time: 9121.84 ms [2022-03-10 16:02:12 main:574] : INFO : Epoch 1986 | loss: 0.0311687 | val_loss: 0.0311805 | Time: 8933.51 ms [2022-03-10 16:02:21 main:574] : INFO : Epoch 1987 | loss: 0.0311688 | val_loss: 0.0311805 | Time: 9060.58 ms [2022-03-10 16:02:30 main:574] : INFO : Epoch 1988 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 8949.56 ms [2022-03-10 16:02:39 main:574] : INFO : Epoch 1989 | loss: 0.0311694 | val_loss: 0.031177 | Time: 9112.42 ms [2022-03-10 16:02:48 main:574] : INFO : Epoch 1990 | loss: 0.0311693 | val_loss: 0.0311741 | Time: 9226.03 ms [2022-03-10 16:02:57 main:574] : INFO : Epoch 1991 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 9080.59 ms [2022-03-10 16:03:06 main:574] : INFO : Epoch 1992 | loss: 0.0311678 | val_loss: 0.0311764 | Time: 9168.07 ms [2022-03-10 16:03:15 main:574] : INFO : Epoch 1993 | loss: 0.0311682 | val_loss: 0.0311725 | Time: 9180.9 ms [2022-03-10 16:03:24 main:574] : INFO : Epoch 1994 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 9071.21 ms [2022-03-10 16:03:34 main:574] : INFO : Epoch 1995 | loss: 0.0311661 | val_loss: 0.0311735 | Time: 9057.48 ms [2022-03-10 16:03:43 main:574] : INFO : Epoch 1996 | loss: 0.0311665 | val_loss: 0.0311733 | Time: 9192.89 ms [2022-03-10 16:03:52 main:574] : INFO : Epoch 1997 | loss: 0.0311665 | val_loss: 0.0311764 | Time: 9308.9 ms [2022-03-10 16:04:01 main:574] : INFO : Epoch 1998 | loss: 0.0311656 | val_loss: 0.0311723 | Time: 8985.7 ms [2022-03-10 16:04:10 main:574] : INFO : Epoch 1999 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 9076.08 ms [2022-03-10 16:04:19 main:574] : INFO : Epoch 2000 | loss: 0.0311638 | val_loss: 0.0311723 | Time: 9105.31 ms [2022-03-10 16:04:28 main:574] : INFO : Epoch 2001 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 9150.05 ms [2022-03-10 16:04:37 main:574] : INFO : Epoch 2002 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 9115 ms [2022-03-10 16:04:47 main:574] : INFO : Epoch 2003 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 9159.85 ms [2022-03-10 16:04:56 main:574] : INFO : Epoch 2004 | loss: 0.031164 | val_loss: 0.0311748 | Time: 9160.59 ms [2022-03-10 16:05:05 main:574] : INFO : Epoch 2005 | loss: 0.0311638 | val_loss: 0.0311735 | Time: 9287.06 ms [2022-03-10 16:05:14 main:574] : INFO : Epoch 2006 | loss: 0.0311627 | val_loss: 0.0311732 | Time: 9181.73 ms [2022-03-10 16:05:23 main:574] : INFO : Epoch 2007 | loss: 0.0311662 | val_loss: 0.031171 | Time: 9090.74 ms [2022-03-10 16:05:33 main:574] : INFO : Epoch 2008 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 9139.63 ms [2022-03-10 16:05:41 main:574] : INFO : Epoch 2009 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 8806.29 ms [2022-03-10 16:05:51 main:574] : INFO : Epoch 2010 | loss: 0.031164 | val_loss: 0.0311722 | Time: 9186.85 ms [2022-03-10 16:06:00 main:574] : INFO : Epoch 2011 | loss: 0.0311643 | val_loss: 0.0311756 | Time: 9295.38 ms [2022-03-10 16:06:09 main:574] : INFO : Epoch 2012 | loss: 0.0311648 | val_loss: 0.0311751 | Time: 9289.19 ms [2022-03-10 16:06:18 main:574] : INFO : Epoch 2013 | loss: 0.0311657 | val_loss: 0.0311794 | Time: 9116.13 ms [2022-03-10 16:06:28 main:574] : INFO : Epoch 2014 | loss: 0.0311654 | val_loss: 0.0311738 | Time: 9302.3 ms [2022-03-10 16:06:37 main:574] : INFO : Epoch 2015 | loss: 0.0311645 | val_loss: 0.0311755 | Time: 9220.53 ms [2022-03-10 16:06:46 main:574] : INFO : Epoch 2016 | loss: 0.0311651 | val_loss: 0.0311748 | Time: 9216.9 ms [2022-03-10 16:06:55 main:574] : INFO : Epoch 2017 | loss: 0.0311634 | val_loss: 0.0311753 | Time: 9130.85 ms [2022-03-10 16:07:04 main:574] : INFO : Epoch 2018 | loss: 0.0311645 | val_loss: 0.0311749 | Time: 8986.73 ms [2022-03-10 16:07:13 main:574] : INFO : Epoch 2019 | loss: 0.0311635 | val_loss: 0.0311799 | Time: 9102.61 ms [2022-03-10 16:07:22 main:574] : INFO : Epoch 2020 | loss: 0.0311623 | val_loss: 0.0311738 | Time: 9143.13 ms [2022-03-10 16:07:32 main:574] : INFO : Epoch 2021 | loss: 0.0311619 | val_loss: 0.0311777 | Time: 9223.2 ms [2022-03-10 16:07:41 main:574] : INFO : Epoch 2022 | loss: 0.0311615 | val_loss: 0.0311739 | Time: 9052.33 ms [2022-03-10 16:07:50 main:574] : INFO : Epoch 2023 | loss: 0.031163 | val_loss: 0.0311778 | Time: 9141.48 ms [2022-03-10 16:07:59 main:574] : INFO : Epoch 2024 | loss: 0.0311703 | val_loss: 0.0311888 | Time: 8981.58 ms [2022-03-10 16:08:08 main:574] : INFO : Epoch 2025 | loss: 0.0311689 | val_loss: 0.0311767 | Time: 9261.03 ms [2022-03-10 16:08:17 main:574] : INFO : Epoch 2026 | loss: 0.0311643 | val_loss: 0.0311764 | Time: 9229.64 ms [2022-03-10 16:08:27 main:574] : INFO : Epoch 2027 | loss: 0.0311635 | val_loss: 0.0311748 | Time: 9212.27 ms [2022-03-10 16:08:36 main:574] : INFO : Epoch 2028 | loss: 0.0311634 | val_loss: 0.0311741 | Time: 9219.02 ms [2022-03-10 16:08:45 main:574] : INFO : Epoch 2029 | loss: 0.0311623 | val_loss: 0.0311762 | Time: 9225.48 ms [2022-03-10 16:08:54 main:574] : INFO : Epoch 2030 | loss: 0.0311618 | val_loss: 0.0311746 | Time: 9166.62 ms [2022-03-10 16:09:03 main:574] : INFO : Epoch 2031 | loss: 0.0311631 | val_loss: 0.0311744 | Time: 8789.9 ms [2022-03-10 16:09:11 main:574] : INFO : Epoch 2032 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 8034.41 ms [2022-03-10 16:09:19 main:574] : INFO : Epoch 2033 | loss: 0.0311612 | val_loss: 0.0311758 | Time: 8311.18 ms [2022-03-10 16:09:28 main:574] : INFO : Epoch 2034 | loss: 0.0311607 | val_loss: 0.0311744 | Time: 8862.73 ms [2022-03-10 16:09:37 main:574] : INFO : Epoch 2035 | loss: 0.0311604 | val_loss: 0.0311733 | Time: 8981.78 ms [2022-03-10 16:09:46 main:574] : INFO : Epoch 2036 | loss: 0.0311608 | val_loss: 0.0311735 | Time: 8884.66 ms [2022-03-10 16:09:55 main:574] : INFO : Epoch 2037 | loss: 0.031161 | val_loss: 0.0311791 | Time: 8864.92 ms [2022-03-10 16:10:04 main:574] : INFO : Epoch 2038 | loss: 0.031166 | val_loss: 0.0311744 | Time: 9091.67 ms [2022-03-10 16:10:13 main:574] : INFO : Epoch 2039 | loss: 0.0311669 | val_loss: 0.0311771 | Time: 9168.19 ms [2022-03-10 16:10:22 main:574] : INFO : Epoch 2040 | loss: 0.0311637 | val_loss: 0.0311744 | Time: 9061.29 ms [2022-03-10 16:10:31 main:574] : INFO : Epoch 2041 | loss: 0.0311636 | val_loss: 0.0311725 | Time: 8679.9 ms [2022-03-10 16:10:40 main:574] : INFO : Epoch 2042 | loss: 0.0311632 | val_loss: 0.0311739 | Time: 9113.2 ms [2022-03-10 16:10:49 main:574] : INFO : Epoch 2043 | loss: 0.0311619 | val_loss: 0.0311753 | Time: 9144.22 ms [2022-03-10 16:10:58 main:574] : INFO : Epoch 2044 | loss: 0.031163 | val_loss: 0.0311794 | Time: 9178.05 ms [2022-03-10 16:11:07 main:574] : INFO : Epoch 2045 | loss: 0.0311654 | val_loss: 0.0311786 | Time: 9017.76 ms [2022-03-10 16:11:16 main:574] : INFO : Epoch 2046 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 8994.57 ms [2022-03-10 16:11:25 main:574] : INFO : Epoch 2047 | loss: 0.0311601 | val_loss: 0.0311723 | Time: 8967.11 ms [2022-03-10 16:11:34 main:574] : INFO : Epoch 2048 | loss: 0.0311612 | val_loss: 0.0311747 | Time: 8792.24 ms [2022-03-10 16:11:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311747 [2022-03-10 16:11:34 main:603] : INFO : Saving end state to config to file [2022-03-10 16:11:34 main:608] : INFO : Success, exiting.. 16:11:34 (5692): 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)