Task 14291415
| Name | ParityModified-1647046532-4891-3-0_0 |
| Workunit | 11345108 |
| Created | 3 Apr 2022, 6:41:53 UTC |
| Sent | 9 Apr 2022, 20:58:45 UTC |
| Report deadline | 17 Apr 2022, 20:58:45 UTC |
| Received | 12 Apr 2022, 16:12:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21318 |
| Run time | 6 hours 48 min 52 sec |
| CPU time | 5 hours 59 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1179 | Time: 11481.2 ms [2022-04-11 21:36:14 main:574] : INFO : Epoch 1577 | loss: 0.0311805 | val_loss: 0.0311789 | Time: 11025.5 ms [2022-04-11 21:36:25 main:574] : INFO : Epoch 1578 | loss: 0.0311821 | val_loss: 0.0311832 | Time: 10953.7 ms [2022-04-11 21:36:37 main:574] : INFO : Epoch 1579 | loss: 0.0311812 | val_loss: 0.03118 | Time: 12441 ms [2022-04-11 21:36:49 main:574] : INFO : Epoch 1580 | loss: 0.0311799 | val_loss: 0.0311793 | Time: 11607.8 ms [2022-04-11 21:37:01 main:574] : INFO : Epoch 1581 | loss: 0.0311829 | val_loss: 0.0311794 | Time: 12225.1 ms [2022-04-11 21:37:13 main:574] : INFO : Epoch 1582 | loss: 0.0311796 | val_loss: 0.0311833 | Time: 11823.2 ms [2022-04-11 21:37:24 main:574] : INFO : Epoch 1583 | loss: 0.0311816 | val_loss: 0.0311814 | Time: 11315.9 ms [2022-04-11 21:37:36 main:574] : INFO : Epoch 1584 | loss: 0.0311817 | val_loss: 0.0311794 | Time: 11998.3 ms [2022-04-11 21:37:48 main:574] : INFO : Epoch 1585 | loss: 0.031179 | val_loss: 0.0311816 | Time: 12012.9 ms [2022-04-11 21:38:00 main:574] : INFO : Epoch 1586 | loss: 0.0311819 | val_loss: 0.0311796 | Time: 11293.8 ms [2022-04-11 21:38:12 main:574] : INFO : Epoch 1587 | loss: 0.031179 | val_loss: 0.0311785 | Time: 11967.6 ms [2022-04-11 21:38:24 main:574] : INFO : Epoch 1588 | loss: 0.0311789 | val_loss: 0.0311778 | Time: 12031.4 ms [2022-04-11 21:38:35 main:574] : INFO : Epoch 1589 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 11621.8 ms [2022-04-11 21:38:47 main:574] : INFO : Epoch 1590 | loss: 0.0311782 | val_loss: 0.0311805 | Time: 11611.6 ms [2022-04-11 21:38:58 main:574] : INFO : Epoch 1591 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 11512.1 ms [2022-04-11 21:39:10 main:574] : INFO : Epoch 1592 | loss: 0.0311791 | val_loss: 0.031184 | Time: 11154.4 ms [2022-04-11 21:39:21 main:574] : INFO : Epoch 1593 | loss: 0.0311812 | val_loss: 0.0311785 | Time: 11787 ms [2022-04-11 21:39:33 main:574] : INFO : Epoch 1594 | loss: 0.0311807 | val_loss: 0.0311786 | Time: 11894.9 ms [2022-04-11 21:39:45 main:574] : INFO : Epoch 1595 | loss: 0.0311793 | val_loss: 0.0311793 | Time: 12154.3 ms [2022-04-11 21:39:57 main:574] : INFO : Epoch 1596 | loss: 0.0311793 | val_loss: 0.0311791 | Time: 11550.6 ms [2022-04-11 21:40:09 main:574] : INFO : Epoch 1597 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 12103.6 ms [2022-04-11 21:40:21 main:574] : INFO : Epoch 1598 | loss: 0.0311807 | val_loss: 0.0311807 | Time: 11970.3 ms [2022-04-11 21:40:33 main:574] : INFO : Epoch 1599 | loss: 0.03118 | val_loss: 0.0311789 | Time: 11990.1 ms [2022-04-11 21:40:45 main:574] : INFO : Epoch 1600 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 11847.6 ms [2022-04-11 21:40:57 main:574] : INFO : Epoch 1601 | loss: 0.0311796 | val_loss: 0.03118 | Time: 11815.6 ms [2022-04-11 21:41:08 main:574] : INFO : Epoch 1602 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 11560.6 ms [2022-04-11 21:41:20 main:574] : INFO : Epoch 1603 | loss: 0.0311784 | val_loss: 0.0311838 | Time: 11317.6 ms [2022-04-11 21:41:31 main:574] : INFO : Epoch 1604 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 11607.1 ms [2022-04-11 21:41:43 main:574] : INFO : Epoch 1605 | loss: 0.0311793 | val_loss: 0.0311793 | Time: 11547.9 ms [2022-04-11 21:41:55 main:574] : INFO : Epoch 1606 | loss: 0.0311786 | val_loss: 0.0311779 | Time: 12183.9 ms [2022-04-11 21:42:07 main:574] : INFO : Epoch 1607 | loss: 0.031179 | val_loss: 0.0311797 | Time: 12042.8 ms [2022-04-11 21:42:18 main:574] : INFO : Epoch 1608 | loss: 0.0311778 | val_loss: 0.0311783 | Time: 11307.2 ms [2022-04-11 21:42:30 main:574] : INFO : Epoch 1609 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 11398.1 ms [2022-04-11 21:42:42 main:574] : INFO : Epoch 1610 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 12184.6 ms [2022-04-11 21:42:54 main:574] : INFO : Epoch 1611 | loss: 0.0311776 | val_loss: 0.0311817 | Time: 12009.7 ms [2022-04-11 21:43:06 main:574] : INFO : Epoch 1612 | loss: 0.0311787 | val_loss: 0.031177 | Time: 12171.4 ms [2022-04-11 21:43:18 main:574] : INFO : Epoch 1613 | loss: 0.0311785 | val_loss: 0.031178 | Time: 11792.2 ms [2022-04-11 21:43:30 main:574] : INFO : Epoch 1614 | loss: 0.0311776 | val_loss: 0.0311775 | Time: 11898.6 ms [2022-04-11 21:43:41 main:574] : INFO : Epoch 1615 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 11653.6 ms [2022-04-11 21:43:54 main:574] : INFO : Epoch 1616 | loss: 0.0311766 | val_loss: 0.0311778 | Time: 12238.6 ms [2022-04-11 21:44:07 main:574] : INFO : Epoch 1617 | loss: 0.0311771 | val_loss: 0.0311777 | Time: 12950.5 ms [2022-04-11 21:44:19 main:574] : INFO : Epoch 1618 | loss: 0.0311796 | val_loss: 0.0311848 | Time: 12077.7 ms [2022-04-11 21:44:31 main:574] : INFO : Epoch 1619 | loss: 0.0311801 | val_loss: 0.0311794 | Time: 12653.6 ms [2022-04-11 21:44:44 main:574] : INFO : Epoch 1620 | loss: 0.0311779 | val_loss: 0.0311775 | Time: 12116.1 ms [2022-04-11 21:44:56 main:574] : INFO : Epoch 1621 | loss: 0.0311776 | val_loss: 0.031178 | Time: 12587.9 ms [2022-04-11 21:45:09 main:574] : INFO : Epoch 1622 | loss: 0.0311768 | val_loss: 0.0311781 | Time: 12546.2 ms [2022-04-11 21:45:21 main:574] : INFO : Epoch 1623 | loss: 0.0311765 | val_loss: 0.031178 | Time: 12263.9 ms [2022-04-11 21:45:33 main:574] : INFO : Epoch 1624 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 12551.1 ms [2022-04-11 21:45:46 main:574] : INFO : Epoch 1625 | loss: 0.0311793 | val_loss: 0.0311782 | Time: 12428.4 ms [2022-04-11 21:45:58 main:574] : INFO : Epoch 1626 | loss: 0.0311765 | val_loss: 0.0311775 | Time: 11950.1 ms [2022-04-11 21:46:10 main:574] : INFO : Epoch 1627 | loss: 0.0311765 | val_loss: 0.0311772 | Time: 11697.8 ms [2022-04-11 21:46:21 main:574] : INFO : Epoch 1628 | loss: 0.0311769 | val_loss: 0.0311781 | Time: 11578.6 ms [2022-04-11 21:46:33 main:574] : INFO : Epoch 1629 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 11995.1 ms [2022-04-11 21:46:45 main:574] : INFO : Epoch 1630 | loss: 0.0311769 | val_loss: 0.0311783 | Time: 11770.7 ms [2022-04-11 21:46:57 main:574] : INFO : Epoch 1631 | loss: 0.0311782 | val_loss: 0.0311951 | Time: 12211.4 ms [2022-04-11 21:47:09 main:574] : INFO : Epoch 1632 | loss: 0.0311832 | val_loss: 0.0311808 | Time: 12142.4 ms [2022-04-11 21:47:22 main:574] : INFO : Epoch 1633 | loss: 0.0311774 | val_loss: 0.0311769 | Time: 12293.1 ms [2022-04-11 21:47:34 main:574] : INFO : Epoch 1634 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 11997.2 ms [2022-04-11 21:47:46 main:574] : INFO : Epoch 1635 | loss: 0.0311765 | val_loss: 0.0311788 | Time: 11990.9 ms [2022-04-11 21:47:57 main:574] : INFO : Epoch 1636 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 11632.4 ms [2022-04-11 21:48:09 main:574] : INFO : Epoch 1637 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 11860.7 ms [2022-04-11 21:48:21 main:574] : INFO : Epoch 1638 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 11752.9 ms [2022-04-11 21:48:33 main:574] : INFO : Epoch 1639 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 11852.8 ms [2022-04-11 21:48:44 main:574] : INFO : Epoch 1640 | loss: 0.0311789 | val_loss: 0.0311842 | Time: 11591.6 ms [2022-04-11 21:48:56 main:574] : INFO : Epoch 1641 | loss: 0.0311802 | val_loss: 0.0311778 | Time: 11830.4 ms [2022-04-11 21:49:08 main:574] : INFO : Epoch 1642 | loss: 0.0311857 | val_loss: 0.0311857 | Time: 11496.8 ms [2022-04-11 21:49:19 main:574] : INFO : Epoch 1643 | loss: 0.0311858 | val_loss: 0.0311801 | Time: 11712.8 ms [2022-04-11 21:49:31 main:574] : INFO : Epoch 1644 | loss: 0.0311821 | val_loss: 0.0311787 | Time: 11903.4 ms [2022-04-11 21:49:44 main:574] : INFO : Epoch 1645 | loss: 0.0311807 | val_loss: 0.031179 | Time: 12455.9 ms [2022-04-11 21:49:56 main:574] : INFO : Epoch 1646 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 12057 ms [2022-04-11 21:50:08 main:574] : INFO : Epoch 1647 | loss: 0.0311791 | val_loss: 0.0311791 | Time: 11994.5 ms [2022-04-11 21:50:20 main:574] : INFO : Epoch 1648 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 11771 ms [2022-04-11 21:50:31 main:574] : INFO : Epoch 1649 | loss: 0.0311805 | val_loss: 0.0311806 | Time: 11912 ms [2022-04-11 21:50:43 main:574] : INFO : Epoch 1650 | loss: 0.0311791 | val_loss: 0.0311804 | Time: 11607.9 ms [2022-04-11 21:50:55 main:574] : INFO : Epoch 1651 | loss: 0.0311796 | val_loss: 0.0311786 | Time: 11409.6 ms [2022-04-11 21:51:06 main:574] : INFO : Epoch 1652 | loss: 0.0311779 | val_loss: 0.0311775 | Time: 11923.6 ms [2022-04-11 21:51:18 main:574] : INFO : Epoch 1653 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 11938.2 ms [2022-04-11 21:51:30 main:574] : INFO : Epoch 1654 | loss: 0.0311806 | val_loss: 0.0311769 | Time: 11378 ms [2022-04-11 21:51:41 main:574] : INFO : Epoch 1655 | loss: 0.0311772 | val_loss: 0.0311769 | Time: 11709.3 ms [2022-04-11 21:51:54 main:574] : INFO : Epoch 1656 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 12906.9 ms [2022-04-11 21:52:06 main:574] : INFO : Epoch 1657 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 11731.3 ms [2022-04-11 21:52:18 main:574] : INFO : Epoch 1658 | loss: 0.031177 | val_loss: 0.0311773 | Time: 11668.6 ms [2022-04-11 21:52:29 main:574] : INFO : Epoch 1659 | loss: 0.0311765 | val_loss: 0.0311751 | Time: 11462.7 ms [2022-04-11 21:52:41 main:574] : INFO : Epoch 1660 | loss: 0.031178 | val_loss: 0.0311798 | Time: 11642.6 ms [2022-04-11 21:52:52 main:574] : INFO : Epoch 1661 | loss: 0.0311802 | val_loss: 0.0311783 | Time: 11346.3 ms [2022-04-11 21:53:04 main:574] : INFO : Epoch 1662 | loss: 0.0311778 | val_loss: 0.0311769 | Time: 12140.4 ms [2022-04-11 21:53:17 main:574] : INFO : Epoch 1663 | loss: 0.0311816 | val_loss: 0.0311794 | Time: 12084.9 ms [2022-04-11 21:53:29 main:574] : INFO : Epoch 1664 | loss: 0.0311782 | val_loss: 0.0311792 | Time: 12546.7 ms [2022-04-11 21:53:41 main:574] : INFO : Epoch 1665 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 12200.4 ms [2022-04-11 21:53:53 main:574] : INFO : Epoch 1666 | loss: 0.03118 | val_loss: 0.0311766 | Time: 12074.5 ms [2022-04-11 21:54:05 main:574] : INFO : Epoch 1667 | loss: 0.0311782 | val_loss: 0.0311776 | Time: 11935.3 ms [2022-04-11 21:54:17 main:574] : INFO : Epoch 1668 | loss: 0.0311798 | val_loss: 0.0311792 | Time: 11462.6 ms [2022-04-11 21:54:28 main:574] : INFO : Epoch 1669 | loss: 0.031177 | val_loss: 0.0311759 | Time: 11628.3 ms [2022-04-11 21:54:40 main:574] : INFO : Epoch 1670 | loss: 0.0311755 | val_loss: 0.0311758 | Time: 11760.4 ms [2022-04-11 21:54:52 main:574] : INFO : Epoch 1671 | loss: 0.0311754 | val_loss: 0.031181 | Time: 12091.3 ms [2022-04-11 21:55:05 main:574] : INFO : Epoch 1672 | loss: 0.0311762 | val_loss: 0.0311752 | Time: 12309.2 ms [2022-04-11 21:55:17 main:574] : INFO : Epoch 1673 | loss: 0.031177 | val_loss: 0.0311794 | Time: 12399.7 ms [2022-04-11 21:55:29 main:574] : INFO : Epoch 1674 | loss: 0.031178 | val_loss: 0.031177 | Time: 12465.7 ms [2022-04-11 21:55:42 main:574] : INFO : Epoch 1675 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 12359 ms [2022-04-11 21:55:54 main:574] : INFO : Epoch 1676 | loss: 0.0311761 | val_loss: 0.0311743 | Time: 12209.5 ms [2022-04-11 21:56:06 main:574] : INFO : Epoch 1677 | loss: 0.0311769 | val_loss: 0.0311759 | Time: 11670.2 ms [2022-04-11 21:56:17 main:574] : INFO : Epoch 1678 | loss: 0.0311784 | val_loss: 0.0311742 | Time: 11605 ms [2022-04-11 21:56:29 main:574] : INFO : Epoch 1679 | loss: 0.0311764 | val_loss: 0.0311761 | Time: 12196.5 ms [2022-04-11 21:56:42 main:574] : INFO : Epoch 1680 | loss: 0.0311761 | val_loss: 0.0311749 | Time: 12235.6 ms [2022-04-11 21:56:54 main:574] : INFO : Epoch 1681 | loss: 0.0311764 | val_loss: 0.0311754 | Time: 11891.5 ms [2022-04-11 21:57:06 main:574] : INFO : Epoch 1682 | loss: 0.0311752 | val_loss: 0.0311751 | Time: 12315 ms [2022-04-11 21:57:18 main:574] : INFO : Epoch 1683 | loss: 0.031175 | val_loss: 0.0311753 | Time: 12531.7 ms [2022-04-11 21:57:31 main:574] : INFO : Epoch 1684 | loss: 0.0311757 | val_loss: 0.0311762 | Time: 12270.5 ms [2022-04-11 21:57:43 main:574] : INFO : Epoch 1685 | loss: 0.0311753 | val_loss: 0.0311761 | Time: 11881.2 ms [2022-04-11 21:57:55 main:574] : INFO : Epoch 1686 | loss: 0.0311738 | val_loss: 0.0311745 | Time: 12703.9 ms [2022-04-11 21:58:08 main:574] : INFO : Epoch 1687 | loss: 0.0311726 | val_loss: 0.0311731 | Time: 12906.4 ms [2022-04-11 21:58:20 main:574] : INFO : Epoch 1688 | loss: 0.0311734 | val_loss: 0.0311728 | Time: 11640.2 ms [2022-04-11 21:58:32 main:574] : INFO : Epoch 1689 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 11957.3 ms [2022-04-11 21:58:44 main:574] : INFO : Epoch 1690 | loss: 0.0311767 | val_loss: 0.0311713 | Time: 12402.6 ms [2022-04-11 21:58:57 main:574] : INFO : Epoch 1691 | loss: 0.0311697 | val_loss: 0.0311687 | Time: 12383.2 ms [2022-04-11 21:59:09 main:574] : INFO : Epoch 1692 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 12247.6 ms [2022-04-11 21:59:21 main:574] : INFO : Epoch 1693 | loss: 0.0311678 | val_loss: 0.0311678 | Time: 12520.4 ms [2022-04-11 21:59:34 main:574] : INFO : Epoch 1694 | loss: 0.0311674 | val_loss: 0.0311687 | Time: 12187 ms [2022-04-11 21:59:46 main:574] : INFO : Epoch 1695 | loss: 0.0311677 | val_loss: 0.0311685 | Time: 12054.7 ms [2022-04-11 21:59:57 main:574] : INFO : Epoch 1696 | loss: 0.0311689 | val_loss: 0.0311692 | Time: 11510.6 ms [2022-04-11 22:00:09 main:574] : INFO : Epoch 1697 | loss: 0.0311708 | val_loss: 0.0311692 | Time: 11594.6 ms [2022-04-11 22:00:20 main:574] : INFO : Epoch 1698 | loss: 0.0311683 | val_loss: 0.0311711 | Time: 11557.2 ms [2022-04-11 22:00:32 main:574] : INFO : Epoch 1699 | loss: 0.0311675 | val_loss: 0.0311659 | Time: 11240.6 ms [2022-04-11 22:00:43 main:574] : INFO : Epoch 1700 | loss: 0.0311664 | val_loss: 0.0311686 | Time: 11156.2 ms [2022-04-11 22:00:55 main:574] : INFO : Epoch 1701 | loss: 0.0311659 | val_loss: 0.0311661 | Time: 12094.4 ms [2022-04-11 22:01:07 main:574] : INFO : Epoch 1702 | loss: 0.0311671 | val_loss: 0.0311764 | Time: 12361 ms [2022-04-11 22:01:19 main:574] : INFO : Epoch 1703 | loss: 0.0311732 | val_loss: 0.0311711 | Time: 12059.1 ms [2022-04-11 22:01:31 main:574] : INFO : Epoch 1704 | loss: 0.0311652 | val_loss: 0.0311662 | Time: 12005.4 ms [2022-04-11 22:01:43 main:574] : INFO : Epoch 1705 | loss: 0.0311646 | val_loss: 0.0311704 | Time: 11607.9 ms [2022-04-11 22:01:55 main:574] : INFO : Epoch 1706 | loss: 0.0311646 | val_loss: 0.0311667 | Time: 11700.2 ms [2022-04-11 22:02:06 main:574] : INFO : Epoch 1707 | loss: 0.0311658 | val_loss: 0.0311703 | Time: 11806.2 ms [2022-04-11 22:02:18 main:574] : INFO : Epoch 1708 | loss: 0.0311649 | val_loss: 0.0311728 | Time: 11599.6 ms [2022-04-11 22:02:29 main:574] : INFO : Epoch 1709 | loss: 0.0311635 | val_loss: 0.0311658 | Time: 11218.6 ms [2022-04-11 22:02:41 main:574] : INFO : Epoch 1710 | loss: 0.031162 | val_loss: 0.0311669 | Time: 11461.3 ms [2022-04-11 22:02:52 main:574] : INFO : Epoch 1711 | loss: 0.0311633 | val_loss: 0.0311663 | Time: 11202.8 ms [2022-04-11 22:03:04 main:574] : INFO : Epoch 1712 | loss: 0.0311624 | val_loss: 0.0311641 | Time: 11828.3 ms [2022-04-11 22:03:16 main:574] : INFO : Epoch 1713 | loss: 0.031163 | val_loss: 0.0311664 | Time: 11934.3 ms [2022-04-11 22:03:27 main:574] : INFO : Epoch 1714 | loss: 0.0311622 | val_loss: 0.0311633 | Time: 11269.4 ms [2022-04-11 22:03:39 main:574] : INFO : Epoch 1715 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 11992.4 ms [2022-04-11 22:03:51 main:574] : INFO : Epoch 1716 | loss: 0.0311614 | val_loss: 0.0311674 | Time: 12354.8 ms [2022-04-11 22:04:05 main:574] : INFO : Epoch 1717 | loss: 0.0311611 | val_loss: 0.0311626 | Time: 13841.4 ms [2022-04-11 22:04:19 main:574] : INFO : Epoch 1718 | loss: 0.0311598 | val_loss: 0.0311633 | Time: 13538 ms [2022-04-11 22:04:34 main:574] : INFO : Epoch 1719 | loss: 0.0311648 | val_loss: 0.0311634 | Time: 15693.2 ms [2022-04-11 22:04:52 main:574] : INFO : Epoch 1720 | loss: 0.0311593 | val_loss: 0.0311627 | Time: 17481.2 ms [2022-04-11 22:05:09 main:574] : INFO : Epoch 1721 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 17426.1 ms [2022-04-11 22:05:24 main:574] : INFO : Epoch 1722 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 14149.1 ms [2022-04-11 22:05:38 main:574] : INFO : Epoch 1723 | loss: 0.0311641 | val_loss: 0.0311621 | Time: 14189.3 ms [2022-04-11 22:05:52 main:574] : INFO : Epoch 1724 | loss: 0.0311608 | val_loss: 0.0311689 | Time: 14334.5 ms [2022-04-11 22:06:07 main:574] : INFO : Epoch 1725 | loss: 0.031161 | val_loss: 0.0311632 | Time: 15394.9 ms [2022-04-11 22:06:26 main:574] : INFO : Epoch 1726 | loss: 0.0311579 | val_loss: 0.03116 | Time: 18748.2 ms [2022-04-11 22:06:39 main:574] : INFO : Epoch 1727 | loss: 0.0311566 | val_loss: 0.0311589 | Time: 12677.7 ms [2022-04-11 22:06:52 main:574] : INFO : Epoch 1728 | loss: 0.0311564 | val_loss: 0.031158 | Time: 12843.2 ms [2022-04-11 22:07:05 main:574] : INFO : Epoch 1729 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 12920.5 ms [2022-04-11 22:07:18 main:574] : INFO : Epoch 1730 | loss: 0.0311564 | val_loss: 0.0311605 | Time: 12976.5 ms [2022-04-11 22:07:30 main:574] : INFO : Epoch 1731 | loss: 0.0311548 | val_loss: 0.0311643 | Time: 12043.7 ms [2022-04-11 22:07:42 main:574] : INFO : Epoch 1732 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 11795.5 ms [2022-04-11 22:07:54 main:574] : INFO : Epoch 1733 | loss: 0.0311578 | val_loss: 0.0311614 | Time: 12551.1 ms [2022-04-11 22:08:06 main:574] : INFO : Epoch 1734 | loss: 0.0311594 | val_loss: 0.0311623 | Time: 11964.9 ms [2022-04-11 22:08:18 main:574] : INFO : Epoch 1735 | loss: 0.0311678 | val_loss: 0.0311682 | Time: 11622.1 ms [2022-04-11 22:08:30 main:574] : INFO : Epoch 1736 | loss: 0.0311606 | val_loss: 0.03116 | Time: 11945.7 ms [2022-04-11 22:08:42 main:574] : INFO : Epoch 1737 | loss: 0.0311606 | val_loss: 0.0311608 | Time: 12204.3 ms [2022-04-11 22:08:54 main:574] : INFO : Epoch 1738 | loss: 0.031158 | val_loss: 0.0311625 | Time: 11982.1 ms [2022-04-11 22:09:06 main:574] : INFO : Epoch 1739 | loss: 0.0311586 | val_loss: 0.0311592 | Time: 12119.4 ms [2022-04-11 22:09:18 main:574] : INFO : Epoch 1740 | loss: 0.031159 | val_loss: 0.0311599 | Time: 12299.3 ms [2022-04-11 22:09:30 main:574] : INFO : Epoch 1741 | loss: 0.0311586 | val_loss: 0.0311609 | Time: 12062.5 ms [2022-04-11 22:09:42 main:574] : INFO : Epoch 1742 | loss: 0.0311554 | val_loss: 0.0311591 | Time: 11704.8 ms [2022-04-11 22:09:54 main:574] : INFO : Epoch 1743 | loss: 0.0311551 | val_loss: 0.0311603 | Time: 11789.4 ms [2022-04-11 22:10:05 main:574] : INFO : Epoch 1744 | loss: 0.0311536 | val_loss: 0.0311564 | Time: 11506.9 ms [2022-04-11 22:10:17 main:574] : INFO : Epoch 1745 | loss: 0.0311535 | val_loss: 0.0311584 | Time: 11214.8 ms [2022-04-11 22:10:28 main:574] : INFO : Epoch 1746 | loss: 0.0311589 | val_loss: 0.0311583 | Time: 11776.6 ms [2022-04-11 22:10:40 main:574] : INFO : Epoch 1747 | loss: 0.0311584 | val_loss: 0.0311608 | Time: 11434.4 ms [2022-04-11 22:10:51 main:574] : INFO : Epoch 1748 | loss: 0.0311551 | val_loss: 0.0311635 | Time: 11639.4 ms [2022-04-11 22:11:03 main:574] : INFO : Epoch 1749 | loss: 0.0311556 | val_loss: 0.031158 | Time: 11635 ms [2022-04-11 22:11:14 main:574] : INFO : Epoch 1750 | loss: 0.0311532 | val_loss: 0.0311571 | Time: 11359.8 ms [2022-04-11 22:11:26 main:574] : INFO : Epoch 1751 | loss: 0.0311525 | val_loss: 0.0311562 | Time: 11471 ms [2022-04-11 22:11:38 main:574] : INFO : Epoch 1752 | loss: 0.031151 | val_loss: 0.0311572 | Time: 11994 ms [2022-04-11 22:11:50 main:574] : INFO : Epoch 1753 | loss: 0.0311536 | val_loss: 0.0311566 | Time: 11705.3 ms [2022-04-11 22:12:02 main:574] : INFO : Epoch 1754 | loss: 0.0311528 | val_loss: 0.0311583 | Time: 12171.9 ms [2022-04-11 22:12:14 main:574] : INFO : Epoch 1755 | loss: 0.0311583 | val_loss: 0.0311669 | Time: 11947.9 ms [2022-04-11 22:12:26 main:574] : INFO : Epoch 1756 | loss: 0.0311554 | val_loss: 0.0311604 | Time: 12032.5 ms [2022-04-11 22:12:38 main:574] : INFO : Epoch 1757 | loss: 0.0311548 | val_loss: 0.0311603 | Time: 11846.2 ms [2022-04-11 22:12:50 main:574] : INFO : Epoch 1758 | loss: 0.0311513 | val_loss: 0.031158 | Time: 11954.1 ms [2022-04-11 22:13:02 main:574] : INFO : Epoch 1759 | loss: 0.031153 | val_loss: 0.0311574 | Time: 11910.1 ms [2022-04-11 22:13:14 main:574] : INFO : Epoch 1760 | loss: 0.0311542 | val_loss: 0.0311589 | Time: 12526.6 ms [2022-04-11 22:13:26 main:574] : INFO : Epoch 1761 | loss: 0.0311516 | val_loss: 0.0311666 | Time: 11967.4 ms [2022-04-11 22:13:38 main:574] : INFO : Epoch 1762 | loss: 0.0311523 | val_loss: 0.0311614 | Time: 11965.2 ms [2022-04-11 22:13:50 main:574] : INFO : Epoch 1763 | loss: 0.0311514 | val_loss: 0.0311587 | Time: 11631.1 ms [2022-04-11 22:14:01 main:574] : INFO : Epoch 1764 | loss: 0.0311549 | val_loss: 0.0311649 | Time: 11852.7 ms [2022-04-11 22:14:14 main:574] : INFO : Epoch 1765 | loss: 0.031155 | val_loss: 0.0311725 | Time: 12047.1 ms [2022-04-11 22:14:26 main:574] : INFO : Epoch 1766 | loss: 0.0311571 | val_loss: 0.0311656 | Time: 12436.1 ms [2022-04-11 22:14:38 main:574] : INFO : Epoch 1767 | loss: 0.0311534 | val_loss: 0.0311626 | Time: 11819.4 ms [2022-04-11 22:14:50 main:574] : INFO : Epoch 1768 | loss: 0.0311509 | val_loss: 0.0311624 | Time: 12468.2 ms [2022-04-11 22:15:02 main:574] : INFO : Epoch 1769 | loss: 0.0311508 | val_loss: 0.0311625 | Time: 11771.3 ms [2022-04-11 22:15:14 main:574] : INFO : Epoch 1770 | loss: 0.0311577 | val_loss: 0.0311602 | Time: 12265.8 ms [2022-04-11 22:15:27 main:574] : INFO : Epoch 1771 | loss: 0.0311565 | val_loss: 0.031167 | Time: 12596.6 ms [2022-04-11 22:15:40 main:574] : INFO : Epoch 1772 | loss: 0.0311583 | val_loss: 0.0311568 | Time: 12700.4 ms [2022-04-11 22:15:52 main:574] : INFO : Epoch 1773 | loss: 0.0311548 | val_loss: 0.031161 | Time: 12451.6 ms [2022-04-11 22:16:04 main:574] : INFO : Epoch 1774 | loss: 0.0311554 | val_loss: 0.0311587 | Time: 11868.5 ms [2022-04-11 22:16:17 main:574] : INFO : Epoch 1775 | loss: 0.0311502 | val_loss: 0.0311702 | Time: 12624 ms [2022-04-11 22:16:29 main:574] : INFO : Epoch 1776 | loss: 0.0311535 | val_loss: 0.0311553 | Time: 12176.8 ms [2022-04-11 22:16:41 main:574] : INFO : Epoch 1777 | loss: 0.0311524 | val_loss: 0.0311588 | Time: 12083.6 ms [2022-04-11 22:16:53 main:574] : INFO : Epoch 1778 | loss: 0.031149 | val_loss: 0.0311537 | Time: 12190 ms [2022-04-11 22:17:05 main:574] : INFO : Epoch 1779 | loss: 0.0311486 | val_loss: 0.0311581 | Time: 12405.4 ms [2022-04-11 22:17:17 main:574] : INFO : Epoch 1780 | loss: 0.0311503 | val_loss: 0.0311574 | Time: 11871.4 ms [2022-04-11 22:17:29 main:574] : INFO : Epoch 1781 | loss: 0.0311498 | val_loss: 0.0311532 | Time: 11985.2 ms [2022-04-11 22:17:41 main:574] : INFO : Epoch 1782 | loss: 0.0311488 | val_loss: 0.0311674 | Time: 11887.2 ms [2022-04-11 22:17:53 main:574] : INFO : Epoch 1783 | loss: 0.0311547 | val_loss: 0.0311683 | Time: 11928.8 ms [2022-04-11 22:18:06 main:574] : INFO : Epoch 1784 | loss: 0.031158 | val_loss: 0.0311597 | Time: 12392.3 ms [2022-04-11 22:18:17 main:574] : INFO : Epoch 1785 | loss: 0.0311495 | val_loss: 0.0311561 | Time: 11509.2 ms [2022-04-11 22:18:29 main:574] : INFO : Epoch 1786 | loss: 0.0311504 | val_loss: 0.0311604 | Time: 11778.5 ms [2022-04-11 22:18:41 main:574] : INFO : Epoch 1787 | loss: 0.0311505 | val_loss: 0.0311584 | Time: 12364.4 ms [2022-04-11 22:18:54 main:574] : INFO : Epoch 1788 | loss: 0.0311554 | val_loss: 0.0311586 | Time: 12466.3 ms [2022-04-11 22:19:06 main:574] : INFO : Epoch 1789 | loss: 0.0311589 | val_loss: 0.0311775 | Time: 12009.9 ms [2022-04-11 22:19:18 main:574] : INFO : Epoch 1790 | loss: 0.0311611 | val_loss: 0.0311623 | Time: 12044.7 ms [2022-04-11 22:19:30 main:574] : INFO : Epoch 1791 | loss: 0.0311555 | val_loss: 0.0311651 | Time: 11961.9 ms [2022-04-11 22:19:42 main:574] : INFO : Epoch 1792 | loss: 0.0311526 | val_loss: 0.0311643 | Time: 12122.1 ms [2022-04-11 22:19:54 main:574] : INFO : Epoch 1793 | loss: 0.0311475 | val_loss: 0.0311594 | Time: 12269.9 ms [2022-04-11 22:20:07 main:574] : INFO : Epoch 1794 | loss: 0.0311472 | val_loss: 0.0311586 | Time: 12463.2 ms [2022-04-11 22:20:19 main:574] : INFO : Epoch 1795 | loss: 0.0311505 | val_loss: 0.0311716 | Time: 12023.9 ms [2022-04-11 22:20:31 main:574] : INFO : Epoch 1796 | loss: 0.0311532 | val_loss: 0.0311709 | Time: 12166 ms [2022-04-11 22:20:43 main:574] : INFO : Epoch 1797 | loss: 0.0311532 | val_loss: 0.0311631 | Time: 12566.7 ms [2022-04-11 22:20:56 main:574] : INFO : Epoch 1798 | loss: 0.0311478 | val_loss: 0.0311579 | Time: 12502.6 ms [2022-04-11 22:21:08 main:574] : INFO : Epoch 1799 | loss: 0.0311473 | val_loss: 0.0311562 | Time: 12486.8 ms [2022-04-11 22:21:20 main:574] : INFO : Epoch 1800 | loss: 0.0311484 | val_loss: 0.0311554 | Time: 12071.2 ms [2022-04-11 22:21:32 main:574] : INFO : Epoch 1801 | loss: 0.0311479 | val_loss: 0.0311575 | Time: 11400.9 ms [2022-04-11 22:21:44 main:574] : INFO : Epoch 1802 | loss: 0.031148 | val_loss: 0.0311559 | Time: 11978.2 ms [2022-04-11 22:21:56 main:574] : INFO : Epoch 1803 | loss: 0.0311451 | val_loss: 0.0311568 | Time: 11731.6 ms [2022-04-11 22:22:08 main:574] : INFO : Epoch 1804 | loss: 0.0311452 | val_loss: 0.0311654 | Time: 12727.4 ms [2022-04-11 22:22:21 main:574] : INFO : Epoch 1805 | loss: 0.0311446 | val_loss: 0.0311536 | Time: 12161 ms [2022-04-11 22:22:32 main:574] : INFO : Epoch 1806 | loss: 0.0311428 | val_loss: 0.0311557 | Time: 11247.1 ms [2022-04-11 22:22:43 main:574] : INFO : Epoch 1807 | loss: 0.0311436 | val_loss: 0.0311569 | Time: 11680.3 ms [2022-04-11 22:22:56 main:574] : INFO : Epoch 1808 | loss: 0.0311448 | val_loss: 0.0311551 | Time: 12140.1 ms [2022-04-11 22:23:07 main:574] : INFO : Epoch 1809 | loss: 0.0311468 | val_loss: 0.0311572 | Time: 11579.8 ms [2022-04-11 22:23:19 main:574] : INFO : Epoch 1810 | loss: 0.0311441 | val_loss: 0.0311531 | Time: 12073.2 ms [2022-04-11 22:23:31 main:574] : INFO : Epoch 1811 | loss: 0.031145 | val_loss: 0.0311543 | Time: 12159.9 ms [2022-04-11 22:23:43 main:574] : INFO : Epoch 1812 | loss: 0.0311436 | val_loss: 0.0311528 | Time: 11721.7 ms [2022-04-11 22:23:54 main:574] : INFO : Epoch 1813 | loss: 0.0311434 | val_loss: 0.0311587 | Time: 11306.6 ms [2022-04-11 22:24:06 main:574] : INFO : Epoch 1814 | loss: 0.0311432 | val_loss: 0.031156 | Time: 11543.5 ms [2022-04-11 22:24:17 main:574] : INFO : Epoch 1815 | loss: 0.0311417 | val_loss: 0.0311527 | Time: 11437.9 ms [2022-04-11 22:24:29 main:574] : INFO : Epoch 1816 | loss: 0.03114 | val_loss: 0.0311585 | Time: 11544.7 ms [2022-04-11 22:24:41 main:574] : INFO : Epoch 1817 | loss: 0.0311426 | val_loss: 0.0311565 | Time: 11895.2 ms [2022-04-11 22:24:52 main:574] : INFO : Epoch 1818 | loss: 0.0311467 | val_loss: 0.0311569 | Time: 11222.8 ms [2022-04-11 22:25:04 main:574] : INFO : Epoch 1819 | loss: 0.0311471 | val_loss: 0.0311643 | Time: 11803.5 ms [2022-04-11 22:25:15 main:574] : INFO : Epoch 1820 | loss: 0.0311477 | val_loss: 0.0311563 | Time: 11532.4 ms [2022-04-11 22:25:27 main:574] : INFO : Epoch 1821 | loss: 0.0311435 | val_loss: 0.0311567 | Time: 11315.5 ms [2022-04-11 22:25:39 main:574] : INFO : Epoch 1822 | loss: 0.0311426 | val_loss: 0.0311579 | Time: 11773.9 ms [2022-04-11 22:25:50 main:574] : INFO : Epoch 1823 | loss: 0.031143 | val_loss: 0.0311591 | Time: 11565.6 ms [2022-04-11 22:26:01 main:574] : INFO : Epoch 1824 | loss: 0.0311455 | val_loss: 0.0311614 | Time: 11329.6 ms [2022-04-11 22:26:13 main:574] : INFO : Epoch 1825 | loss: 0.0311484 | val_loss: 0.0311642 | Time: 11611.4 ms [2022-04-11 22:26:25 main:574] : INFO : Epoch 1826 | loss: 0.0311486 | val_loss: 0.0311647 | Time: 11708 ms [2022-04-11 22:26:36 main:574] : INFO : Epoch 1827 | loss: 0.0311494 | val_loss: 0.0311577 | Time: 11385 ms [2022-04-11 22:26:48 main:574] : INFO : Epoch 1828 | loss: 0.0311436 | val_loss: 0.0311587 | Time: 11982.1 ms [2022-04-11 22:27:00 main:574] : INFO : Epoch 1829 | loss: 0.0311424 | val_loss: 0.0311545 | Time: 11549.5 ms [2022-04-11 22:27:11 main:574] : INFO : Epoch 1830 | loss: 0.0311417 | val_loss: 0.0311575 | Time: 11586.6 ms [2022-04-11 22:27:23 main:574] : INFO : Epoch 1831 | loss: 0.0311386 | val_loss: 0.0311561 | Time: 11732.9 ms [2022-04-11 22:27:35 main:574] : INFO : Epoch 1832 | loss: 0.03114 | val_loss: 0.0311567 | Time: 11476.5 ms [2022-04-11 22:27:46 main:574] : INFO : Epoch 1833 | loss: 0.0311418 | val_loss: 0.0311547 | Time: 11819.6 ms [2022-04-11 22:27:58 main:574] : INFO : Epoch 1834 | loss: 0.0311398 | val_loss: 0.0311526 | Time: 11952.6 ms [2022-04-11 22:28:10 main:574] : INFO : Epoch 1835 | loss: 0.031141 | val_loss: 0.0311522 | Time: 11455.8 ms [2022-04-11 22:28:21 main:574] : INFO : Epoch 1836 | loss: 0.0311406 | val_loss: 0.0311593 | Time: 11591.9 ms [2022-04-11 22:28:33 main:574] : INFO : Epoch 1837 | loss: 0.0311398 | val_loss: 0.0311565 | Time: 11572 ms [2022-04-11 22:28:44 main:574] : INFO : Epoch 1838 | loss: 0.0311429 | val_loss: 0.0311575 | Time: 11379.1 ms [2022-04-11 22:28:57 main:574] : INFO : Epoch 1839 | loss: 0.0311462 | val_loss: 0.0311671 | Time: 12213.2 ms [2022-04-11 22:29:08 main:574] : INFO : Epoch 1840 | loss: 0.0311462 | val_loss: 0.0311566 | Time: 11434.7 ms [2022-04-11 22:29:20 main:574] : INFO : Epoch 1841 | loss: 0.0311469 | val_loss: 0.0311559 | Time: 11932.9 ms [2022-04-11 22:29:31 main:574] : INFO : Epoch 1842 | loss: 0.0311451 | val_loss: 0.0311548 | Time: 11469.5 ms [2022-04-11 22:29:43 main:574] : INFO : Epoch 1843 | loss: 0.0311413 | val_loss: 0.0311566 | Time: 11798.4 ms [2022-04-11 22:29:55 main:574] : INFO : Epoch 1844 | loss: 0.0311438 | val_loss: 0.0311565 | Time: 11593.3 ms [2022-04-11 22:30:06 main:574] : INFO : Epoch 1845 | loss: 0.0311477 | val_loss: 0.0311589 | Time: 11656.7 ms [2022-04-11 22:30:18 main:574] : INFO : Epoch 1846 | loss: 0.0311482 | val_loss: 0.0311556 | Time: 11448.6 ms [2022-04-11 22:30:29 main:574] : INFO : Epoch 1847 | loss: 0.0311453 | val_loss: 0.031156 | Time: 11387.6 ms [2022-04-11 22:30:41 main:574] : INFO : Epoch 1848 | loss: 0.0311455 | val_loss: 0.0311564 | Time: 11651.6 ms [2022-04-11 22:30:53 main:574] : INFO : Epoch 1849 | loss: 0.0311449 | val_loss: 0.0311562 | Time: 11888.5 ms [2022-04-11 22:31:05 main:574] : INFO : Epoch 1850 | loss: 0.0311454 | val_loss: 0.0311569 | Time: 11743.5 ms [2022-04-11 22:31:16 main:574] : INFO : Epoch 1851 | loss: 0.0311465 | val_loss: 0.0311594 | Time: 11759.4 ms [2022-04-11 22:31:28 main:574] : INFO : Epoch 1852 | loss: 0.0311431 | val_loss: 0.0311523 | Time: 11677 ms [2022-04-11 22:31:40 main:574] : INFO : Epoch 1853 | loss: 0.0311427 | val_loss: 0.0311542 | Time: 11507.5 ms [2022-04-11 22:31:51 main:574] : INFO : Epoch 1854 | loss: 0.031143 | val_loss: 0.0311539 | Time: 11610 ms [2022-04-11 22:32:03 main:574] : INFO : Epoch 1855 | loss: 0.0311456 | val_loss: 0.0311613 | Time: 11620.9 ms [2022-04-11 22:32:14 main:574] : INFO : Epoch 1856 | loss: 0.031143 | val_loss: 0.0311572 | Time: 11591.4 ms [2022-04-11 22:32:26 main:574] : INFO : Epoch 1857 | loss: 0.0311411 | val_loss: 0.0311564 | Time: 11750 ms [2022-04-11 22:32:38 main:574] : INFO : Epoch 1858 | loss: 0.031145 | val_loss: 0.0311654 | Time: 12027.9 ms [2022-04-11 22:32:50 main:574] : INFO : Epoch 1859 | loss: 0.0311471 | val_loss: 0.0311635 | Time: 11486.8 ms [2022-04-11 22:33:01 main:574] : INFO : Epoch 1860 | loss: 0.031145 | val_loss: 0.0311594 | Time: 11581 ms [2022-04-11 22:33:13 main:574] : INFO : Epoch 1861 | loss: 0.0311423 | val_loss: 0.0311559 | Time: 11953.4 ms [2022-04-11 22:33:25 main:574] : INFO : Epoch 1862 | loss: 0.03114 | val_loss: 0.0311563 | Time: 11541.7 ms [2022-04-11 22:33:37 main:574] : INFO : Epoch 1863 | loss: 0.0311386 | val_loss: 0.0311666 | Time: 11787.9 ms [2022-04-11 22:33:48 main:574] : INFO : Epoch 1864 | loss: 0.0311389 | val_loss: 0.0311546 | Time: 11599.6 ms [2022-04-11 22:33:59 main:574] : INFO : Epoch 1865 | loss: 0.0311394 | val_loss: 0.0311584 | Time: 11095.8 ms [2022-04-11 22:34:11 main:574] : INFO : Epoch 1866 | loss: 0.0311416 | val_loss: 0.0311586 | Time: 11320 ms [2022-04-11 22:34:22 main:574] : INFO : Epoch 1867 | loss: 0.0311394 | val_loss: 0.0311601 | Time: 11499.8 ms [2022-04-11 22:34:34 main:574] : INFO : Epoch 1868 | loss: 0.0311373 | val_loss: 0.0311649 | Time: 11487.1 ms [2022-04-11 22:34:45 main:574] : INFO : Epoch 1869 | loss: 0.03114 | val_loss: 0.0311549 | Time: 11394.1 ms [2022-04-11 22:35:01 main:574] : INFO : Epoch 1870 | loss: 0.0311386 | val_loss: 0.0311562 | Time: 16022.4 ms [2022-04-11 22:35:15 main:574] : INFO : Epoch 1871 | loss: 0.031136 | val_loss: 0.0311621 | Time: 13889.9 ms [2022-04-11 22:35:28 main:574] : INFO : Epoch 1872 | loss: 0.0311376 | val_loss: 0.0311572 | Time: 12621.7 ms [2022-04-11 22:35:40 main:574] : INFO : Epoch 1873 | loss: 0.0311368 | val_loss: 0.0311575 | Time: 12052.4 ms [2022-04-11 22:35:52 main:574] : INFO : Epoch 1874 | loss: 0.031135 | val_loss: 0.0311592 | Time: 12077.2 ms [2022-04-11 22:36:04 main:574] : INFO : Epoch 1875 | loss: 0.0311367 | val_loss: 0.0311582 | Time: 12233.7 ms [2022-04-11 22:36:16 main:574] : INFO : Epoch 1876 | loss: 0.0311369 | val_loss: 0.031156 | Time: 12047.6 ms [2022-04-11 22:36:28 main:574] : INFO : Epoch 1877 | loss: 0.0311361 | val_loss: 0.0311583 | Time: 11700.6 ms [2022-04-11 22:36:39 main:574] : INFO : Epoch 1878 | loss: 0.0311351 | val_loss: 0.0311575 | Time: 11611.7 ms [2022-04-11 22:36:51 main:574] : INFO : Epoch 1879 | loss: 0.031138 | val_loss: 0.0311722 | Time: 11896.7 ms [2022-04-11 22:37:03 main:574] : INFO : Epoch 1880 | loss: 0.0311443 | val_loss: 0.0311671 | Time: 11911.6 ms [2022-04-11 22:37:15 main:574] : INFO : Epoch 1881 | loss: 0.0311362 | val_loss: 0.0311587 | Time: 11803.2 ms [2022-04-11 22:37:27 main:574] : INFO : Epoch 1882 | loss: 0.0311357 | val_loss: 0.0311606 | Time: 12019.5 ms [2022-04-11 22:37:39 main:574] : INFO : Epoch 1883 | loss: 0.0311391 | val_loss: 0.0311637 | Time: 12096.5 ms [2022-04-11 22:37:51 main:574] : INFO : Epoch 1884 | loss: 0.0311386 | val_loss: 0.0311582 | Time: 12262.4 ms [2022-04-11 22:38:04 main:574] : INFO : Epoch 1885 | loss: 0.0311378 | val_loss: 0.0311666 | Time: 12774.4 ms [2022-04-11 22:38:16 main:574] : INFO : Epoch 1886 | loss: 0.0311374 | val_loss: 0.0311654 | Time: 12061.8 ms [2022-04-11 22:38:28 main:574] : INFO : Epoch 1887 | loss: 0.0311388 | val_loss: 0.031157 | Time: 11926 ms [2022-04-11 22:38:40 main:574] : INFO : Epoch 1888 | loss: 0.0311336 | val_loss: 0.0311571 | Time: 12175.2 ms [2022-04-11 22:38:52 main:574] : INFO : Epoch 1889 | loss: 0.0311332 | val_loss: 0.0311578 | Time: 11953 ms [2022-04-11 22:39:04 main:574] : INFO : Epoch 1890 | loss: 0.0311327 | val_loss: 0.0311578 | Time: 11976.3 ms [2022-04-11 22:39:16 main:574] : INFO : Epoch 1891 | loss: 0.0311351 | val_loss: 0.031157 | Time: 11962.1 ms [2022-04-11 22:39:28 main:574] : INFO : Epoch 1892 | loss: 0.0311398 | val_loss: 0.0311739 | Time: 11743.1 ms [2022-04-11 22:39:40 main:574] : INFO : Epoch 1893 | loss: 0.0311415 | val_loss: 0.0311677 | Time: 11536.8 ms [2022-04-11 22:39:52 main:574] : INFO : Epoch 1894 | loss: 0.0311362 | val_loss: 0.0311548 | Time: 11875.8 ms [2022-04-11 22:40:03 main:574] : INFO : Epoch 1895 | loss: 0.031137 | val_loss: 0.0311566 | Time: 11763.9 ms [2022-04-11 22:40:15 main:574] : INFO : Epoch 1896 | loss: 0.0311365 | val_loss: 0.0311622 | Time: 11505.4 ms [2022-04-11 22:40:27 main:574] : INFO : Epoch 1897 | loss: 0.0311417 | val_loss: 0.0311716 | Time: 11718.2 ms [2022-04-11 22:40:39 main:574] : INFO : Epoch 1898 | loss: 0.0311438 | val_loss: 0.0311632 | Time: 12107.5 ms [2022-04-11 22:40:51 main:574] : INFO : Epoch 1899 | loss: 0.0311383 | val_loss: 0.031155 | Time: 12028.2 ms [2022-04-11 22:41:02 main:574] : INFO : Epoch 1900 | loss: 0.03114 | val_loss: 0.0311616 | Time: 11526.8 ms [2022-04-11 22:41:14 main:574] : INFO : Epoch 1901 | loss: 0.0311394 | val_loss: 0.0311583 | Time: 11916.6 ms [2022-04-11 22:41:26 main:574] : INFO : Epoch 1902 | loss: 0.0311412 | val_loss: 0.0311692 | Time: 12013.8 ms [2022-04-11 22:41:38 main:574] : INFO : Epoch 1903 | loss: 0.0311388 | val_loss: 0.0311558 | Time: 11926.7 ms [2022-04-11 22:41:50 main:574] : INFO : Epoch 1904 | loss: 0.0311384 | val_loss: 0.0311574 | Time: 12062.8 ms [2022-04-11 22:42:02 main:574] : INFO : Epoch 1905 | loss: 0.0311361 | val_loss: 0.0311586 | Time: 11995 ms [2022-04-11 22:42:14 main:574] : INFO : Epoch 1906 | loss: 0.0311373 | val_loss: 0.0311546 | Time: 11974 ms [2022-04-11 22:42:26 main:574] : INFO : Epoch 1907 | loss: 0.0311389 | val_loss: 0.0311652 | Time: 11675.5 ms [2022-04-11 22:42:38 main:574] : INFO : Epoch 1908 | loss: 0.0311436 | val_loss: 0.031162 | Time: 12098.8 ms [2022-04-11 22:42:50 main:574] : INFO : Epoch 1909 | loss: 0.0311402 | val_loss: 0.0311562 | Time: 11999 ms [2022-04-11 22:43:02 main:574] : INFO : Epoch 1910 | loss: 0.031135 | val_loss: 0.0311534 | Time: 11933.2 ms [2022-04-11 22:43:14 main:574] : INFO : Epoch 1911 | loss: 0.0311335 | val_loss: 0.0311617 | Time: 12321.5 ms [2022-04-11 22:43:26 main:574] : INFO : Epoch 1912 | loss: 0.0311346 | val_loss: 0.0311557 | Time: 11887.1 ms [2022-04-11 22:43:38 main:574] : INFO : Epoch 1913 | loss: 0.0311361 | val_loss: 0.0311549 | Time: 12042.2 ms [2022-04-11 22:43:50 main:574] : INFO : Epoch 1914 | loss: 0.0311351 | val_loss: 0.0311537 | Time: 11593.9 ms [2022-04-11 22:44:01 main:574] : INFO : Epoch 1915 | loss: 0.0311361 | val_loss: 0.0311571 | Time: 11667.8 ms [2022-04-11 22:44:13 main:574] : INFO : Epoch 1916 | loss: 0.0311404 | val_loss: 0.0311578 | Time: 11540.5 ms [2022-04-11 22:44:25 main:574] : INFO : Epoch 1917 | loss: 0.031137 | val_loss: 0.0311579 | Time: 11814.5 ms [2022-04-11 22:44:37 main:574] : INFO : Epoch 1918 | loss: 0.0311363 | val_loss: 0.0311569 | Time: 11977.4 ms [2022-04-11 22:44:49 main:574] : INFO : Epoch 1919 | loss: 0.0311368 | val_loss: 0.0311609 | Time: 12187.4 ms [2022-04-11 22:45:01 main:574] : INFO : Epoch 1920 | loss: 0.0311363 | val_loss: 0.0311568 | Time: 11889.4 ms [2022-04-11 22:45:13 main:574] : INFO : Epoch 1921 | loss: 0.0311353 | val_loss: 0.0311548 | Time: 12179 ms [2022-04-11 22:45:25 main:574] : INFO : Epoch 1922 | loss: 0.0311356 | val_loss: 0.0311638 | Time: 11668.2 ms [2022-04-11 22:45:37 main:574] : INFO : Epoch 1923 | loss: 0.0311351 | val_loss: 0.0311567 | Time: 12265 ms [2022-04-11 22:45:49 main:574] : INFO : Epoch 1924 | loss: 0.0311396 | val_loss: 0.0311651 | Time: 11965.3 ms [2022-04-11 22:46:01 main:574] : INFO : Epoch 1925 | loss: 0.0311395 | val_loss: 0.0311591 | Time: 12379.1 ms [2022-04-11 22:46:14 main:574] : INFO : Epoch 1926 | loss: 0.0311354 | val_loss: 0.0311597 | Time: 12526.6 ms [2022-04-11 22:46:27 main:574] : INFO : Epoch 1927 | loss: 0.0311341 | val_loss: 0.0311576 | Time: 12700.3 ms [2022-04-11 22:46:39 main:574] : INFO : Epoch 1928 | loss: 0.0311322 | val_loss: 0.0311648 | Time: 12123.7 ms [2022-04-11 22:46:51 main:574] : INFO : Epoch 1929 | loss: 0.0311357 | val_loss: 0.03116 | Time: 12273.8 ms [2022-04-11 22:47:03 main:574] : INFO : Epoch 1930 | loss: 0.0311362 | val_loss: 0.0311648 | Time: 11940.8 ms [2022-04-11 22:47:15 main:574] : INFO : Epoch 1931 | loss: 0.0311399 | val_loss: 0.0311605 | Time: 11949.2 ms [2022-04-11 22:47:27 main:574] : INFO : Epoch 1932 | loss: 0.0311366 | val_loss: 0.0311616 | Time: 12170.5 ms [2022-04-11 22:47:39 main:574] : INFO : Epoch 1933 | loss: 0.0311357 | val_loss: 0.0311607 | Time: 12030.7 ms [2022-04-11 22:47:52 main:574] : INFO : Epoch 1934 | loss: 0.031135 | val_loss: 0.0311618 | Time: 12692.3 ms [2022-04-11 22:48:05 main:574] : INFO : Epoch 1935 | loss: 0.0311405 | val_loss: 0.0311633 | Time: 13425.1 ms [2022-04-11 22:48:19 main:574] : INFO : Epoch 1936 | loss: 0.0311404 | val_loss: 0.0311654 | Time: 13981.8 ms [2022-04-11 22:48:33 main:574] : INFO : Epoch 1937 | loss: 0.0311372 | val_loss: 0.03116 | Time: 14181.1 ms [2022-04-11 22:48:47 main:574] : INFO : Epoch 1938 | loss: 0.031135 | val_loss: 0.0311653 | Time: 13478.4 ms [2022-04-11 22:49:01 main:574] : INFO : Epoch 1939 | loss: 0.0311367 | val_loss: 0.0311585 | Time: 14176 ms [2022-04-11 22:49:15 main:574] : INFO : Epoch 1940 | loss: 0.0311403 | val_loss: 0.0311605 | Time: 13613.7 ms [2022-04-11 22:49:29 main:574] : INFO : Epoch 1941 | loss: 0.0311386 | val_loss: 0.0311614 | Time: 14087.6 ms [2022-04-11 22:49:42 main:574] : INFO : Epoch 1942 | loss: 0.0311345 | val_loss: 0.0311579 | Time: 13559 ms [2022-04-11 22:49:55 main:574] : INFO : Epoch 1943 | loss: 0.0311344 | val_loss: 0.0311599 | Time: 12267.1 ms [2022-04-11 22:50:07 main:574] : INFO : Epoch 1944 | loss: 0.0311319 | val_loss: 0.0311597 | Time: 12491.9 ms [2022-04-11 22:50:20 main:574] : INFO : Epoch 1945 | loss: 0.0311325 | val_loss: 0.0311599 | Time: 12486.1 ms [2022-04-11 22:50:32 main:574] : INFO : Epoch 1946 | loss: 0.0311307 | val_loss: 0.0311609 | Time: 12070.3 ms [2022-04-11 22:50:44 main:574] : INFO : Epoch 1947 | loss: 0.0311302 | val_loss: 0.0311636 | Time: 12858 ms [2022-04-11 22:50:57 main:574] : INFO : Epoch 1948 | loss: 0.031133 | val_loss: 0.0311614 | Time: 12485 ms [2022-04-11 22:51:10 main:574] : INFO : Epoch 1949 | loss: 0.0311335 | val_loss: 0.0311572 | Time: 12827.8 ms [2022-04-11 22:51:24 main:574] : INFO : Epoch 1950 | loss: 0.0311318 | val_loss: 0.0311613 | Time: 13776.2 ms [2022-04-11 22:51:37 main:574] : INFO : Epoch 1951 | loss: 0.031132 | val_loss: 0.0311614 | Time: 13582.9 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2022-04-12 17:48:14 main:435] : INFO : Set logging level to 1 [2022-04-12 17:48:14 main:441] : INFO : Running in BOINC Client mode [2022-04-12 17:48:14 main:444] : INFO : Resolving all filenames [2022-04-12 17:48:14 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-12 17:48:14 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-12 17:48:14 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-12 17:48:14 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-12 17:48:14 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-12 17:48:14 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-12 17:48:14 main:474] : INFO : Configuration: [2022-04-12 17:48:14 main:475] : INFO : Model type: GRU [2022-04-12 17:48:14 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-12 17:48:14 main:477] : INFO : Max Epochs: 2048 [2022-04-12 17:48:14 main:478] : INFO : Batch Size: 128 [2022-04-12 17:48:14 main:479] : INFO : Learning Rate: 0.01 [2022-04-12 17:48:14 main:480] : INFO : Patience: 10 [2022-04-12 17:48:14 main:481] : INFO : Hidden Width: 12 [2022-04-12 17:48:14 main:482] : INFO : # Recurrent Layers: 4 [2022-04-12 17:48:14 main:483] : INFO : # Backend Layers: 4 [2022-04-12 17:48:14 main:484] : INFO : # Threads: 1 [2022-04-12 17:48:14 main:486] : INFO : Preparing Dataset [2022-04-12 17:48:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-12 17:48:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-12 17:48:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-12 17:48:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-12 17:48:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-12 17:48:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-12 17:48:20 main:494] : INFO : Creating Model [2022-04-12 17:48:20 main:507] : INFO : Preparing config file [2022-04-12 17:48:20 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-12 17:48:20 main:512] : INFO : Loading config [2022-04-12 17:48:20 main:514] : INFO : Loading state [2022-04-12 17:48:56 main:559] : INFO : Loading DataLoader into Memory [2022-04-12 17:48:57 main:562] : INFO : Starting Training [2022-04-12 17:49:21 main:574] : INFO : Epoch 1942 | loss: 0.0312289 | val_loss: 0.0311777 | Time: 23352.3 ms [2022-04-12 17:49:38 main:574] : INFO : Epoch 1943 | loss: 0.0311452 | val_loss: 0.0311635 | Time: 17901.1 ms [2022-04-12 17:49:55 main:574] : INFO : Epoch 1944 | loss: 0.0311395 | val_loss: 0.0311603 | Time: 16105.4 ms [2022-04-12 17:50:09 main:574] : INFO : Epoch 1945 | loss: 0.0311381 | val_loss: 0.03117 | Time: 14796.2 ms [2022-04-12 17:50:24 main:574] : INFO : Epoch 1946 | loss: 0.0311392 | val_loss: 0.0311591 | Time: 14848.6 ms [2022-04-12 17:50:38 main:574] : INFO : Epoch 1947 | loss: 0.0311352 | val_loss: 0.0311659 | Time: 13961.9 ms [2022-04-12 17:50:52 main:574] : INFO : Epoch 1948 | loss: 0.031133 | val_loss: 0.03116 | Time: 13534.6 ms [2022-04-12 17:51:05 main:574] : INFO : Epoch 1949 | loss: 0.0311324 | val_loss: 0.0311635 | Time: 13671.7 ms [2022-04-12 17:51:19 main:574] : INFO : Epoch 1950 | loss: 0.0311304 | val_loss: 0.031163 | Time: 13285.6 ms [2022-04-12 17:51:32 main:574] : INFO : Epoch 1951 | loss: 0.0311314 | val_loss: 0.0311585 | Time: 13266.8 ms [2022-04-12 17:51:46 main:574] : INFO : Epoch 1952 | loss: 0.0311296 | val_loss: 0.0311614 | Time: 13599.3 ms [2022-04-12 17:52:01 main:574] : INFO : Epoch 1953 | loss: 0.0311307 | val_loss: 0.03116 | Time: 15419.5 ms [2022-04-12 17:52:16 main:574] : INFO : Epoch 1954 | loss: 0.0311325 | val_loss: 0.0311583 | Time: 14615 ms [2022-04-12 17:52:29 main:574] : INFO : Epoch 1955 | loss: 0.0311326 | val_loss: 0.0311612 | Time: 13776.6 ms [2022-04-12 17:52:43 main:574] : INFO : Epoch 1956 | loss: 0.0311357 | val_loss: 0.0311627 | Time: 13792.9 ms [2022-04-12 17:53:00 main:574] : INFO : Epoch 1957 | loss: 0.0311321 | val_loss: 0.0311561 | Time: 16667.1 ms [2022-04-12 17:53:18 main:574] : INFO : Epoch 1958 | loss: 0.0311316 | val_loss: 0.031158 | Time: 17790.6 ms [2022-04-12 17:53:31 main:574] : INFO : Epoch 1959 | loss: 0.0311317 | val_loss: 0.031162 | Time: 12801.3 ms [2022-04-12 17:53:44 main:574] : INFO : Epoch 1960 | loss: 0.0311317 | val_loss: 0.031162 | Time: 13486.2 ms [2022-04-12 17:53:56 main:574] : INFO : Epoch 1961 | loss: 0.0311334 | val_loss: 0.0311563 | Time: 11753.4 ms [2022-04-12 17:54:08 main:574] : INFO : Epoch 1962 | loss: 0.0311334 | val_loss: 0.0311627 | Time: 11770 ms [2022-04-12 17:54:19 main:574] : INFO : Epoch 1963 | loss: 0.0311341 | val_loss: 0.031161 | Time: 11639.7 ms [2022-04-12 17:54:31 main:574] : INFO : Epoch 1964 | loss: 0.0311336 | val_loss: 0.0311611 | Time: 11708.1 ms [2022-04-12 17:54:47 main:574] : INFO : Epoch 1965 | loss: 0.0311308 | val_loss: 0.0311575 | Time: 16027.9 ms [2022-04-12 17:55:00 main:574] : INFO : Epoch 1966 | loss: 0.0311296 | val_loss: 0.0311566 | Time: 13364.8 ms [2022-04-12 17:55:12 main:574] : INFO : Epoch 1967 | loss: 0.0311318 | val_loss: 0.0311637 | Time: 11916.9 ms [2022-04-12 17:55:24 main:574] : INFO : Epoch 1968 | loss: 0.0311284 | val_loss: 0.0311599 | Time: 11728.4 ms [2022-04-12 17:55:36 main:574] : INFO : Epoch 1969 | loss: 0.0311284 | val_loss: 0.0311591 | Time: 11999.7 ms [2022-04-12 17:55:48 main:574] : INFO : Epoch 1970 | loss: 0.0311279 | val_loss: 0.0311621 | Time: 11714.4 ms [2022-04-12 17:56:01 main:574] : INFO : Epoch 1971 | loss: 0.0311305 | val_loss: 0.0311585 | Time: 13266.7 ms [2022-04-12 17:56:13 main:574] : INFO : Epoch 1972 | loss: 0.0311283 | val_loss: 0.0311592 | Time: 12009.6 ms [2022-04-12 17:56:25 main:574] : INFO : Epoch 1973 | loss: 0.031129 | val_loss: 0.0311613 | Time: 11524.3 ms [2022-04-12 17:56:37 main:574] : INFO : Epoch 1974 | loss: 0.03113 | val_loss: 0.0311606 | Time: 12140.5 ms [2022-04-12 17:56:49 main:574] : INFO : Epoch 1975 | loss: 0.0311327 | val_loss: 0.0311609 | Time: 12670.4 ms [2022-04-12 17:57:01 main:574] : INFO : Epoch 1976 | loss: 0.0311306 | val_loss: 0.0311638 | Time: 11705.1 ms [2022-04-12 17:57:13 main:574] : INFO : Epoch 1977 | loss: 0.0311352 | val_loss: 0.0311574 | Time: 11552.1 ms [2022-04-12 17:57:24 main:574] : INFO : Epoch 1978 | loss: 0.0311345 | val_loss: 0.0311642 | Time: 11653.9 ms [2022-04-12 17:57:36 main:574] : INFO : Epoch 1979 | loss: 0.031134 | val_loss: 0.0311592 | Time: 11983.2 ms [2022-04-12 17:57:49 main:574] : INFO : Epoch 1980 | loss: 0.0311335 | val_loss: 0.0311589 | Time: 12546.8 ms [2022-04-12 17:58:00 main:574] : INFO : Epoch 1981 | loss: 0.0311328 | val_loss: 0.0311606 | Time: 11627.6 ms [2022-04-12 17:58:12 main:574] : INFO : Epoch 1982 | loss: 0.0311482 | val_loss: 0.0311622 | Time: 11989.1 ms [2022-04-12 17:58:25 main:574] : INFO : Epoch 1983 | loss: 0.0311477 | val_loss: 0.0311599 | Time: 13018.1 ms [2022-04-12 17:58:38 main:574] : INFO : Epoch 1984 | loss: 0.0311465 | val_loss: 0.031159 | Time: 12227.2 ms [2022-04-12 17:58:50 main:574] : INFO : Epoch 1985 | loss: 0.0311422 | val_loss: 0.0311582 | Time: 12235.5 ms [2022-04-12 17:59:03 main:574] : INFO : Epoch 1986 | loss: 0.0311415 | val_loss: 0.0311683 | Time: 12720.5 ms [2022-04-12 17:59:18 main:574] : INFO : Epoch 1987 | loss: 0.0311438 | val_loss: 0.0311612 | Time: 15016.9 ms [2022-04-12 17:59:30 main:574] : INFO : Epoch 1988 | loss: 0.0311433 | val_loss: 0.0311687 | Time: 12428.3 ms [2022-04-12 17:59:43 main:574] : INFO : Epoch 1989 | loss: 0.0311385 | val_loss: 0.0311577 | Time: 12579.5 ms [2022-04-12 17:59:54 main:574] : INFO : Epoch 1990 | loss: 0.0311426 | val_loss: 0.0311598 | Time: 11561.8 ms [2022-04-12 18:00:06 main:574] : INFO : Epoch 1991 | loss: 0.0311399 | val_loss: 0.0311575 | Time: 11885.5 ms [2022-04-12 18:00:18 main:574] : INFO : Epoch 1992 | loss: 0.0311384 | val_loss: 0.0311593 | Time: 12075.1 ms [2022-04-12 18:00:32 main:574] : INFO : Epoch 1993 | loss: 0.0311373 | val_loss: 0.0311604 | Time: 14238.9 ms [2022-04-12 18:00:46 main:574] : INFO : Epoch 1994 | loss: 0.031137 | val_loss: 0.0311605 | Time: 13240.3 ms [2022-04-12 18:01:03 main:574] : INFO : Epoch 1995 | loss: 0.03114 | val_loss: 0.0311587 | Time: 17312 ms [2022-04-12 18:01:19 main:574] : INFO : Epoch 1996 | loss: 0.0311383 | val_loss: 0.0311619 | Time: 15734.3 ms [2022-04-12 18:01:32 main:574] : INFO : Epoch 1997 | loss: 0.0311402 | val_loss: 0.0311615 | Time: 13598.7 ms [2022-04-12 18:01:45 main:574] : INFO : Epoch 1998 | loss: 0.0311352 | val_loss: 0.0311604 | Time: 12157.7 ms [2022-04-12 18:01:57 main:574] : INFO : Epoch 1999 | loss: 0.0311342 | val_loss: 0.03116 | Time: 12266.7 ms [2022-04-12 18:02:09 main:574] : INFO : Epoch 2000 | loss: 0.0311363 | val_loss: 0.0311675 | Time: 12419.1 ms [2022-04-12 18:02:24 main:574] : INFO : Epoch 2001 | loss: 0.0311394 | val_loss: 0.0311741 | Time: 15024.8 ms [2022-04-12 18:02:37 main:574] : INFO : Epoch 2002 | loss: 0.0311383 | val_loss: 0.0311611 | Time: 12915 ms [2022-04-12 18:02:50 main:574] : INFO : Epoch 2003 | loss: 0.0311325 | val_loss: 0.0311562 | Time: 12999 ms [2022-04-12 18:03:04 main:574] : INFO : Epoch 2004 | loss: 0.0311343 | val_loss: 0.031157 | Time: 13623.1 ms [2022-04-12 18:03:16 main:574] : INFO : Epoch 2005 | loss: 0.0311375 | val_loss: 0.0311598 | Time: 12430.8 ms [2022-04-12 18:03:28 main:574] : INFO : Epoch 2006 | loss: 0.031133 | val_loss: 0.0311597 | Time: 11964.1 ms [2022-04-12 18:03:40 main:574] : INFO : Epoch 2007 | loss: 0.0311327 | val_loss: 0.0311629 | Time: 12074.5 ms [2022-04-12 18:03:58 main:574] : INFO : Epoch 2008 | loss: 0.0311312 | val_loss: 0.0311584 | Time: 17964.8 ms [2022-04-12 18:04:13 main:574] : INFO : Epoch 2009 | loss: 0.0311313 | val_loss: 0.0311628 | Time: 15123.3 ms [2022-04-12 18:04:28 main:574] : INFO : Epoch 2010 | loss: 0.0311318 | val_loss: 0.0311592 | Time: 14188.7 ms [2022-04-12 18:04:42 main:574] : INFO : Epoch 2011 | loss: 0.0311365 | val_loss: 0.0311677 | Time: 13945.4 ms [2022-04-12 18:04:53 main:574] : INFO : Epoch 2012 | loss: 0.0311473 | val_loss: 0.0311558 | Time: 11948.2 ms [2022-04-12 18:05:05 main:574] : INFO : Epoch 2013 | loss: 0.0311428 | val_loss: 0.0311538 | Time: 11727.1 ms [2022-04-12 18:05:17 main:574] : INFO : Epoch 2014 | loss: 0.031141 | val_loss: 0.0311556 | Time: 11853 ms [2022-04-12 18:05:30 main:574] : INFO : Epoch 2015 | loss: 0.0311376 | val_loss: 0.0311558 | Time: 12641.4 ms [2022-04-12 18:05:42 main:574] : INFO : Epoch 2016 | loss: 0.0311378 | val_loss: 0.031155 | Time: 11976.6 ms [2022-04-12 18:05:54 main:574] : INFO : Epoch 2017 | loss: 0.0311384 | val_loss: 0.0311619 | Time: 12038.7 ms [2022-04-12 18:06:06 main:574] : INFO : Epoch 2018 | loss: 0.0311391 | val_loss: 0.0311592 | Time: 11806.5 ms [2022-04-12 18:06:18 main:574] : INFO : Epoch 2019 | loss: 0.031137 | val_loss: 0.0311582 | Time: 11939.6 ms [2022-04-12 18:06:30 main:574] : INFO : Epoch 2020 | loss: 0.0311395 | val_loss: 0.0311592 | Time: 12186.5 ms [2022-04-12 18:06:42 main:574] : INFO : Epoch 2021 | loss: 0.0311369 | val_loss: 0.0311609 | Time: 12148.8 ms [2022-04-12 18:06:54 main:574] : INFO : Epoch 2022 | loss: 0.0311359 | val_loss: 0.031163 | Time: 11818.5 ms [2022-04-12 18:07:05 main:574] : INFO : Epoch 2023 | loss: 0.0311308 | val_loss: 0.0311628 | Time: 11738.6 ms [2022-04-12 18:07:18 main:574] : INFO : Epoch 2024 | loss: 0.0311301 | val_loss: 0.0311609 | Time: 12218.4 ms [2022-04-12 18:07:30 main:574] : INFO : Epoch 2025 | loss: 0.031135 | val_loss: 0.0311568 | Time: 11876.6 ms [2022-04-12 18:07:42 main:574] : INFO : Epoch 2026 | loss: 0.0311363 | val_loss: 0.0311594 | Time: 12288.4 ms [2022-04-12 18:07:54 main:574] : INFO : Epoch 2027 | loss: 0.031133 | val_loss: 0.0311678 | Time: 12394.9 ms [2022-04-12 18:08:06 main:574] : INFO : Epoch 2028 | loss: 0.0311314 | val_loss: 0.0311655 | Time: 12157.8 ms [2022-04-12 18:08:18 main:574] : INFO : Epoch 2029 | loss: 0.0311331 | val_loss: 0.0311681 | Time: 11963.1 ms [2022-04-12 18:08:31 main:574] : INFO : Epoch 2030 | loss: 0.0311354 | val_loss: 0.0311654 | Time: 12896.7 ms [2022-04-12 18:08:43 main:574] : INFO : Epoch 2031 | loss: 0.0311308 | val_loss: 0.0311618 | Time: 11981.6 ms [2022-04-12 18:08:55 main:574] : INFO : Epoch 2032 | loss: 0.031135 | val_loss: 0.0311614 | Time: 11866.2 ms [2022-04-12 18:09:07 main:574] : INFO : Epoch 2033 | loss: 0.0311348 | val_loss: 0.0311603 | Time: 11917.7 ms [2022-04-12 18:09:19 main:574] : INFO : Epoch 2034 | loss: 0.0311308 | val_loss: 0.0311626 | Time: 12277.3 ms [2022-04-12 18:09:32 main:574] : INFO : Epoch 2035 | loss: 0.031132 | val_loss: 0.031167 | Time: 12682.3 ms [2022-04-12 18:09:44 main:574] : INFO : Epoch 2036 | loss: 0.0311296 | val_loss: 0.0311643 | Time: 11860.6 ms [2022-04-12 18:09:56 main:574] : INFO : Epoch 2037 | loss: 0.0311282 | val_loss: 0.0311633 | Time: 11913.8 ms [2022-04-12 18:10:08 main:574] : INFO : Epoch 2038 | loss: 0.031128 | val_loss: 0.0311642 | Time: 11730 ms [2022-04-12 18:10:20 main:574] : INFO : Epoch 2039 | loss: 0.0311304 | val_loss: 0.031158 | Time: 11986.7 ms [2022-04-12 18:10:31 main:574] : INFO : Epoch 2040 | loss: 0.031129 | val_loss: 0.0311623 | Time: 11976.2 ms [2022-04-12 18:10:43 main:574] : INFO : Epoch 2041 | loss: 0.0311269 | val_loss: 0.031164 | Time: 11782.1 ms [2022-04-12 18:10:55 main:574] : INFO : Epoch 2042 | loss: 0.0311263 | val_loss: 0.0311651 | Time: 11809.5 ms [2022-04-12 18:11:07 main:574] : INFO : Epoch 2043 | loss: 0.0311266 | val_loss: 0.03116 | Time: 12256.7 ms [2022-04-12 18:11:19 main:574] : INFO : Epoch 2044 | loss: 0.0311283 | val_loss: 0.0311701 | Time: 11687.4 ms [2022-04-12 18:11:31 main:574] : INFO : Epoch 2045 | loss: 0.0311303 | val_loss: 0.0311658 | Time: 11774.1 ms [2022-04-12 18:11:43 main:574] : INFO : Epoch 2046 | loss: 0.0311362 | val_loss: 0.0311571 | Time: 12060.2 ms [2022-04-12 18:11:55 main:574] : INFO : Epoch 2047 | loss: 0.0311332 | val_loss: 0.0311619 | Time: 11984.8 ms [2022-04-12 18:12:07 main:574] : INFO : Epoch 2048 | loss: 0.0311301 | val_loss: 0.0311595 | Time: 11728.8 ms [2022-04-12 18:12:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311595 [2022-04-12 18:12:07 main:603] : INFO : Saving end state to config to file [2022-04-12 18:12:07 main:608] : INFO : Success, exiting.. 18:12:07 (21028): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)