Task 11076615
| Name | ParityModified-1639961658-3569-2-0_0 |
| Workunit | 8361852 |
| Created | 26 Jan 2022, 6:06:04 UTC |
| Sent | 13 Feb 2022, 13:09:00 UTC |
| Report deadline | 21 Feb 2022, 13:09:00 UTC |
| Received | 15 Feb 2022, 4:38:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 1 days 6 hours 34 min 45 sec |
| CPU time | 7 hours 13 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-02-14 13:52:54 main:574] : INFO : Epoch 1542 | loss: 0.0311905 | val_loss: 0.0311913 | Time: 71721 ms [2022-02-14 13:53:41 main:574] : INFO : Epoch 1543 | loss: 0.0311893 | val_loss: 0.031191 | Time: 47714.9 ms [2022-02-14 13:54:26 main:574] : INFO : Epoch 1544 | loss: 0.0312019 | val_loss: 0.0312186 | Time: 44746.2 ms [2022-02-14 13:55:15 main:574] : INFO : Epoch 1545 | loss: 0.0311995 | val_loss: 0.0311951 | Time: 48838.2 ms [2022-02-14 13:56:01 main:574] : INFO : Epoch 1546 | loss: 0.031192 | val_loss: 0.0311863 | Time: 45451.6 ms [2022-02-14 13:56:45 main:574] : INFO : Epoch 1547 | loss: 0.0311881 | val_loss: 0.0311838 | Time: 44550.5 ms [2022-02-14 13:57:36 main:574] : INFO : Epoch 1548 | loss: 0.0311899 | val_loss: 0.0311841 | Time: 50585.5 ms [2022-02-14 13:58:17 main:574] : INFO : Epoch 1549 | loss: 0.0311887 | val_loss: 0.0311901 | Time: 41405.7 ms [2022-02-14 13:59:05 main:574] : INFO : Epoch 1550 | loss: 0.0311901 | val_loss: 0.0311832 | Time: 47880.7 ms [2022-02-14 13:59:54 main:574] : INFO : Epoch 1551 | loss: 0.031188 | val_loss: 0.0311997 | Time: 48487.6 ms [2022-02-14 14:00:45 main:574] : INFO : Epoch 1552 | loss: 0.0311879 | val_loss: 0.0311851 | Time: 50984.1 ms [2022-02-14 14:01:36 main:574] : INFO : Epoch 1553 | loss: 0.0311878 | val_loss: 0.0311822 | Time: 51608.3 ms [2022-02-14 14:02:36 main:574] : INFO : Epoch 1554 | loss: 0.0311857 | val_loss: 0.031182 | Time: 59480.2 ms [2022-02-14 14:03:41 main:574] : INFO : Epoch 1555 | loss: 0.0311856 | val_loss: 0.0311817 | Time: 65040.8 ms [2022-02-14 14:04:38 main:574] : INFO : Epoch 1556 | loss: 0.0311861 | val_loss: 0.0311893 | Time: 56167.1 ms [2022-02-14 14:05:45 main:574] : INFO : Epoch 1557 | loss: 0.0312013 | val_loss: 0.0312155 | Time: 67747.3 ms [2022-02-14 14:06:49 main:574] : INFO : Epoch 1558 | loss: 0.031205 | val_loss: 0.0311939 | Time: 63464.4 ms [2022-02-14 14:07:47 main:574] : INFO : Epoch 1559 | loss: 0.0311948 | val_loss: 0.0311951 | Time: 58062.7 ms [2022-02-14 14:08:47 main:574] : INFO : Epoch 1560 | loss: 0.0311902 | val_loss: 0.0311878 | Time: 59870 ms [2022-02-14 14:09:47 main:574] : INFO : Epoch 1561 | loss: 0.0311867 | val_loss: 0.0311817 | Time: 60405.3 ms [2022-02-14 14:10:52 main:574] : INFO : Epoch 1562 | loss: 0.0311856 | val_loss: 0.0311825 | Time: 64230.6 ms [2022-02-14 14:11:48 main:574] : INFO : Epoch 1563 | loss: 0.031184 | val_loss: 0.0311837 | Time: 56110.5 ms [2022-02-14 14:12:57 main:574] : INFO : Epoch 1564 | loss: 0.0311842 | val_loss: 0.0311838 | Time: 69041.9 ms [2022-02-14 14:13:58 main:574] : INFO : Epoch 1565 | loss: 0.0311875 | val_loss: 0.0311803 | Time: 61246.8 ms [2022-02-14 14:15:00 main:574] : INFO : Epoch 1566 | loss: 0.0311879 | val_loss: 0.0311837 | Time: 62176.8 ms [2022-02-14 14:16:07 main:574] : INFO : Epoch 1567 | loss: 0.0311847 | val_loss: 0.0311835 | Time: 66719.2 ms [2022-02-14 14:17:06 main:574] : INFO : Epoch 1568 | loss: 0.031186 | val_loss: 0.0311799 | Time: 59081.3 ms [2022-02-14 14:18:04 main:574] : INFO : Epoch 1569 | loss: 0.0311858 | val_loss: 0.0311799 | Time: 57453.7 ms [2022-02-14 14:19:01 main:574] : INFO : Epoch 1570 | loss: 0.031183 | val_loss: 0.0311807 | Time: 57325 ms [2022-02-14 14:19:57 main:574] : INFO : Epoch 1571 | loss: 0.0311849 | val_loss: 0.0311823 | Time: 55468.7 ms [2022-02-14 14:20:49 main:574] : INFO : Epoch 1572 | loss: 0.0311825 | val_loss: 0.0311817 | Time: 52111.1 ms [2022-02-14 14:21:52 main:574] : INFO : Epoch 1573 | loss: 0.0311875 | val_loss: 0.0311803 | Time: 62495.3 ms [2022-02-14 14:22:59 main:574] : INFO : Epoch 1574 | loss: 0.0311983 | val_loss: 0.0311865 | Time: 67021.1 ms [2022-02-14 14:24:04 main:574] : INFO : Epoch 1575 | loss: 0.0311861 | val_loss: 0.0311813 | Time: 65118.7 ms [2022-02-14 14:25:07 main:574] : INFO : Epoch 1576 | loss: 0.0311855 | val_loss: 0.031192 | Time: 63514.9 ms [2022-02-14 14:26:17 main:574] : INFO : Epoch 1577 | loss: 0.0311903 | val_loss: 0.0311798 | Time: 69606.1 ms [2022-02-14 14:27:20 main:574] : INFO : Epoch 1578 | loss: 0.031184 | val_loss: 0.0311797 | Time: 62367 ms [2022-02-14 14:28:19 main:574] : INFO : Epoch 1579 | loss: 0.0311827 | val_loss: 0.0311792 | Time: 59829.4 ms [2022-02-14 14:29:18 main:574] : INFO : Epoch 1580 | loss: 0.0311822 | val_loss: 0.0311843 | Time: 58938.4 ms [2022-02-14 14:30:20 main:574] : INFO : Epoch 1581 | loss: 0.0311837 | val_loss: 0.0311814 | Time: 61990.6 ms [2022-02-14 14:31:24 main:574] : INFO : Epoch 1582 | loss: 0.031183 | val_loss: 0.03118 | Time: 63532.3 ms [2022-02-14 14:32:29 main:574] : INFO : Epoch 1583 | loss: 0.0311971 | val_loss: 0.0311821 | Time: 65012.7 ms [2022-02-14 14:33:48 main:574] : INFO : Epoch 1584 | loss: 0.0311888 | val_loss: 0.0311815 | Time: 79213.5 ms [2022-02-14 14:34:50 main:574] : INFO : Epoch 1585 | loss: 0.0311819 | val_loss: 0.0311786 | Time: 61403.7 ms [2022-02-14 14:35:48 main:574] : INFO : Epoch 1586 | loss: 0.0311848 | val_loss: 0.0311908 | Time: 58468.2 ms [2022-02-14 14:36:49 main:574] : INFO : Epoch 1587 | loss: 0.0311829 | val_loss: 0.0311955 | Time: 61017.2 ms [2022-02-14 14:37:57 main:574] : INFO : Epoch 1588 | loss: 0.0311844 | val_loss: 0.0311869 | Time: 67985.4 ms [2022-02-14 14:39:07 main:574] : INFO : Epoch 1589 | loss: 0.0311821 | val_loss: 0.031178 | Time: 69510.6 ms [2022-02-14 14:40:09 main:574] : INFO : Epoch 1590 | loss: 0.0311805 | val_loss: 0.0311811 | Time: 62319 ms [2022-02-14 14:41:10 main:574] : INFO : Epoch 1591 | loss: 0.0311815 | val_loss: 0.0311773 | Time: 60315.7 ms [2022-02-14 14:42:12 main:574] : INFO : Epoch 1592 | loss: 0.0311815 | val_loss: 0.0311771 | Time: 61871.8 ms [2022-02-14 14:43:32 main:574] : INFO : Epoch 1593 | loss: 0.0311823 | val_loss: 0.0311771 | Time: 80597.2 ms [2022-02-14 14:44:21 main:574] : INFO : Epoch 1594 | loss: 0.0311829 | val_loss: 0.0311776 | Time: 48442.1 ms [2022-02-14 14:45:19 main:574] : INFO : Epoch 1595 | loss: 0.0311821 | val_loss: 0.0311812 | Time: 58483.9 ms [2022-02-14 14:46:20 main:574] : INFO : Epoch 1596 | loss: 0.0311872 | val_loss: 0.0311772 | Time: 60667.7 ms [2022-02-14 14:47:25 main:574] : INFO : Epoch 1597 | loss: 0.0311809 | val_loss: 0.0311777 | Time: 64863.7 ms [2022-02-14 14:48:26 main:574] : INFO : Epoch 1598 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 60673.4 ms [2022-02-14 14:49:16 main:574] : INFO : Epoch 1599 | loss: 0.0311825 | val_loss: 0.031177 | Time: 50275.4 ms [2022-02-14 14:49:39 main:574] : INFO : Epoch 1600 | loss: 0.0311875 | val_loss: 0.0311943 | Time: 22473.1 ms [2022-02-14 14:50:00 main:574] : INFO : Epoch 1601 | loss: 0.0311857 | val_loss: 0.0311783 | Time: 21660.9 ms [2022-02-14 14:50:22 main:574] : INFO : Epoch 1602 | loss: 0.0311863 | val_loss: 0.0311795 | Time: 21660.5 ms [2022-02-14 14:51:18 main:574] : INFO : Epoch 1603 | loss: 0.0311821 | val_loss: 0.0311774 | Time: 56136.7 ms [2022-02-14 14:52:12 main:574] : INFO : Epoch 1604 | loss: 0.031179 | val_loss: 0.0311777 | Time: 53706.5 ms [2022-02-14 14:53:10 main:574] : INFO : Epoch 1605 | loss: 0.0311787 | val_loss: 0.0311766 | Time: 58258.3 ms [2022-02-14 14:54:12 main:574] : INFO : Epoch 1606 | loss: 0.0311798 | val_loss: 0.0311787 | Time: 61347.1 ms [2022-02-14 14:55:20 main:574] : INFO : Epoch 1607 | loss: 0.0311797 | val_loss: 0.0311778 | Time: 67822.3 ms [2022-02-14 14:56:22 main:574] : INFO : Epoch 1608 | loss: 0.031179 | val_loss: 0.0311782 | Time: 62301 ms [2022-02-14 14:57:31 main:574] : INFO : Epoch 1609 | loss: 0.0311806 | val_loss: 0.0311762 | Time: 69029.8 ms [2022-02-14 14:58:33 main:574] : INFO : Epoch 1610 | loss: 0.031187 | val_loss: 0.0311775 | Time: 61282 ms [2022-02-14 14:59:34 main:574] : INFO : Epoch 1611 | loss: 0.031182 | val_loss: 0.031177 | Time: 61595.6 ms [2022-02-14 15:00:32 main:574] : INFO : Epoch 1612 | loss: 0.0311773 | val_loss: 0.0311763 | Time: 57988.1 ms [2022-02-14 15:01:36 main:574] : INFO : Epoch 1613 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 63527.1 ms [2022-02-14 15:02:45 main:574] : INFO : Epoch 1614 | loss: 0.0311802 | val_loss: 0.031176 | Time: 68722.9 ms [2022-02-14 15:03:51 main:574] : INFO : Epoch 1615 | loss: 0.0311803 | val_loss: 0.0311762 | Time: 66015.4 ms [2022-02-14 15:04:57 main:574] : INFO : Epoch 1616 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 66340 ms [2022-02-14 15:06:12 main:574] : INFO : Epoch 1617 | loss: 0.031178 | val_loss: 0.0311761 | Time: 74488 ms [2022-02-14 15:07:30 main:574] : INFO : Epoch 1618 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 78440.5 ms [2022-02-14 15:08:32 main:574] : INFO : Epoch 1619 | loss: 0.0311831 | val_loss: 0.0311782 | Time: 62095.9 ms [2022-02-14 15:09:43 main:574] : INFO : Epoch 1620 | loss: 0.0311795 | val_loss: 0.0311761 | Time: 70575.3 ms [2022-02-14 15:10:52 main:574] : INFO : Epoch 1621 | loss: 0.0311777 | val_loss: 0.03118 | Time: 68579.2 ms [2022-02-14 15:12:24 main:574] : INFO : Epoch 1622 | loss: 0.031176 | val_loss: 0.0311785 | Time: 92043.1 ms [2022-02-14 15:13:33 main:574] : INFO : Epoch 1623 | loss: 0.0311779 | val_loss: 0.0311895 | Time: 68727.4 ms [2022-02-14 15:15:00 main:574] : INFO : Epoch 1624 | loss: 0.0311803 | val_loss: 0.031178 | Time: 87482.7 ms [2022-02-14 15:16:11 main:574] : INFO : Epoch 1625 | loss: 0.0311847 | val_loss: 0.031177 | Time: 70410 ms [2022-02-14 15:18:13 main:574] : INFO : Epoch 1626 | loss: 0.0311821 | val_loss: 0.0311796 | Time: 122393 ms [2022-02-14 15:19:31 main:574] : INFO : Epoch 1627 | loss: 0.0311774 | val_loss: 0.0311808 | Time: 77381.8 ms [2022-02-14 15:20:33 main:574] : INFO : Epoch 1628 | loss: 0.0311772 | val_loss: 0.0311771 | Time: 61675.2 ms [2022-02-14 15:21:50 main:574] : INFO : Epoch 1629 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 76968.6 ms [2022-02-14 15:23:17 main:574] : INFO : Epoch 1630 | loss: 0.0311774 | val_loss: 0.0311959 | Time: 86539.8 ms [2022-02-14 15:24:31 main:574] : INFO : Epoch 1631 | loss: 0.0311779 | val_loss: 0.0311755 | Time: 74419.3 ms [2022-02-14 15:25:54 main:574] : INFO : Epoch 1632 | loss: 0.0311744 | val_loss: 0.0311757 | Time: 82339.2 ms [2022-02-14 15:27:04 main:574] : INFO : Epoch 1633 | loss: 0.0311781 | val_loss: 0.0311754 | Time: 70335 ms [2022-02-14 15:28:01 main:574] : INFO : Epoch 1634 | loss: 0.0311756 | val_loss: 0.0311762 | Time: 56499.5 ms [2022-02-14 15:29:10 main:574] : INFO : Epoch 1635 | loss: 0.031175 | val_loss: 0.0311754 | Time: 68391.3 ms [2022-02-14 15:30:11 main:574] : INFO : Epoch 1636 | loss: 0.0311744 | val_loss: 0.0311755 | Time: 61296.3 ms [2022-02-14 15:31:13 main:574] : INFO : Epoch 1637 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 62414.4 ms [2022-02-14 15:32:06 main:574] : INFO : Epoch 1638 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 52938.9 ms [2022-02-14 15:33:09 main:574] : INFO : Epoch 1639 | loss: 0.031182 | val_loss: 0.0311921 | Time: 62604.2 ms [2022-02-14 15:34:10 main:574] : INFO : Epoch 1640 | loss: 0.0311796 | val_loss: 0.0311758 | Time: 60947.7 ms [2022-02-14 15:35:04 main:574] : INFO : Epoch 1641 | loss: 0.0311751 | val_loss: 0.031175 | Time: 54051.6 ms [2022-02-14 15:36:05 main:574] : INFO : Epoch 1642 | loss: 0.0311727 | val_loss: 0.0311747 | Time: 60798.1 ms [2022-02-14 15:36:53 main:574] : INFO : Epoch 1643 | loss: 0.0311745 | val_loss: 0.0311756 | Time: 47339.8 ms [2022-02-14 15:37:42 main:574] : INFO : Epoch 1644 | loss: 0.0311786 | val_loss: 0.0311774 | Time: 48992.8 ms [2022-02-14 15:38:22 main:574] : INFO : Epoch 1645 | loss: 0.0311736 | val_loss: 0.0311745 | Time: 39715.2 ms [2022-02-14 15:39:01 main:574] : INFO : Epoch 1646 | loss: 0.0311733 | val_loss: 0.031175 | Time: 39300.6 ms [2022-02-14 15:39:42 main:574] : INFO : Epoch 1647 | loss: 0.0311732 | val_loss: 0.0311781 | Time: 40855.4 ms [2022-02-14 15:40:21 main:574] : INFO : Epoch 1648 | loss: 0.0311746 | val_loss: 0.0311779 | Time: 38904.1 ms [2022-02-14 15:40:57 main:574] : INFO : Epoch 1649 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 36367.5 ms [2022-02-14 15:41:33 main:574] : INFO : Epoch 1650 | loss: 0.0311747 | val_loss: 0.0311744 | Time: 35876.8 ms [2022-02-14 15:42:12 main:574] : INFO : Epoch 1651 | loss: 0.0311739 | val_loss: 0.0311744 | Time: 38795.4 ms [2022-02-14 15:43:03 main:574] : INFO : Epoch 1652 | loss: 0.0311714 | val_loss: 0.0311736 | Time: 51197.8 ms [2022-02-14 15:43:53 main:574] : INFO : Epoch 1653 | loss: 0.0311721 | val_loss: 0.0311738 | Time: 49622.2 ms [2022-02-14 15:44:42 main:574] : INFO : Epoch 1654 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 48874.3 ms [2022-02-14 15:45:22 main:574] : INFO : Epoch 1655 | loss: 0.0311743 | val_loss: 0.0311745 | Time: 39707.1 ms [2022-02-14 15:46:02 main:574] : INFO : Epoch 1656 | loss: 0.0311728 | val_loss: 0.0311814 | Time: 40210.4 ms [2022-02-14 15:46:42 main:574] : INFO : Epoch 1657 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 39833.3 ms [2022-02-14 15:47:22 main:574] : INFO : Epoch 1658 | loss: 0.0311772 | val_loss: 0.0311749 | Time: 39869.3 ms [2022-02-14 15:47:57 main:574] : INFO : Epoch 1659 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 35870.1 ms [2022-02-14 15:48:36 main:574] : INFO : Epoch 1660 | loss: 0.0311719 | val_loss: 0.0311735 | Time: 38346.8 ms [2022-02-14 15:49:13 main:574] : INFO : Epoch 1661 | loss: 0.03117 | val_loss: 0.0311739 | Time: 36563.7 ms [2022-02-14 15:49:52 main:574] : INFO : Epoch 1662 | loss: 0.0311703 | val_loss: 0.0311744 | Time: 39752.8 ms [2022-02-14 15:50:32 main:574] : INFO : Epoch 1663 | loss: 0.0311721 | val_loss: 0.0311748 | Time: 39518.9 ms [2022-02-14 15:51:09 main:574] : INFO : Epoch 1664 | loss: 0.0311741 | val_loss: 0.031188 | Time: 36675.3 ms [2022-02-14 15:51:45 main:574] : INFO : Epoch 1665 | loss: 0.0311787 | val_loss: 0.0311766 | Time: 36121.6 ms [2022-02-14 15:52:23 main:574] : INFO : Epoch 1666 | loss: 0.0311721 | val_loss: 0.0311747 | Time: 37849.5 ms [2022-02-14 15:53:03 main:574] : INFO : Epoch 1667 | loss: 0.0311744 | val_loss: 0.0311742 | Time: 39920.9 ms [2022-02-14 15:53:43 main:574] : INFO : Epoch 1668 | loss: 0.0311704 | val_loss: 0.031179 | Time: 40041.7 ms [2022-02-14 15:54:25 main:574] : INFO : Epoch 1669 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 41776.3 ms [2022-02-14 15:55:19 main:574] : INFO : Epoch 1670 | loss: 0.0311699 | val_loss: 0.0311763 | Time: 54853.1 ms [2022-02-14 15:55:59 main:574] : INFO : Epoch 1671 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 39295.6 ms [2022-02-14 15:56:39 main:574] : INFO : Epoch 1672 | loss: 0.031172 | val_loss: 0.0311853 | Time: 39772.1 ms [2022-02-14 15:57:14 main:574] : INFO : Epoch 1673 | loss: 0.0311737 | val_loss: 0.0311744 | Time: 35346.6 ms [2022-02-14 15:57:53 main:574] : INFO : Epoch 1674 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 38635.6 ms [2022-02-14 15:58:33 main:574] : INFO : Epoch 1675 | loss: 0.0311716 | val_loss: 0.0311805 | Time: 40058.2 ms [2022-02-14 15:59:12 main:574] : INFO : Epoch 1676 | loss: 0.0311724 | val_loss: 0.0311804 | Time: 39321.6 ms [2022-02-14 15:59:53 main:574] : INFO : Epoch 1677 | loss: 0.0311709 | val_loss: 0.0311808 | Time: 40161.1 ms [2022-02-14 16:00:32 main:574] : INFO : Epoch 1678 | loss: 0.0311705 | val_loss: 0.0311829 | Time: 39284.6 ms [2022-02-14 16:01:24 main:574] : INFO : Epoch 1679 | loss: 0.0311709 | val_loss: 0.0311825 | Time: 52122.2 ms [2022-02-14 16:02:23 main:574] : INFO : Epoch 1680 | loss: 0.0311688 | val_loss: 0.031176 | Time: 59168.7 ms [2022-02-14 16:03:24 main:574] : INFO : Epoch 1681 | loss: 0.0311676 | val_loss: 0.0311748 | Time: 60721.7 ms [2022-02-14 16:04:14 main:574] : INFO : Epoch 1682 | loss: 0.0311671 | val_loss: 0.0311761 | Time: 49760.3 ms [2022-02-14 16:05:04 main:574] : INFO : Epoch 1683 | loss: 0.0311673 | val_loss: 0.0311787 | Time: 49847.1 ms [2022-02-14 16:05:54 main:574] : INFO : Epoch 1684 | loss: 0.0311726 | val_loss: 0.0311749 | Time: 50570.6 ms [2022-02-14 16:06:45 main:574] : INFO : Epoch 1685 | loss: 0.0311664 | val_loss: 0.0311759 | Time: 50768.4 ms [2022-02-14 16:07:38 main:574] : INFO : Epoch 1686 | loss: 0.0311712 | val_loss: 0.0311837 | Time: 52734.3 ms [2022-02-14 16:08:34 main:574] : INFO : Epoch 1687 | loss: 0.0311688 | val_loss: 0.0311768 | Time: 55829.1 ms [2022-02-14 16:09:34 main:574] : INFO : Epoch 1688 | loss: 0.0311669 | val_loss: 0.0311759 | Time: 60159.1 ms [2022-02-14 16:10:28 main:574] : INFO : Epoch 1689 | loss: 0.0311676 | val_loss: 0.0311812 | Time: 53980.4 ms [2022-02-14 16:11:25 main:574] : INFO : Epoch 1690 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 56966.8 ms [2022-02-14 16:12:32 main:574] : INFO : Epoch 1691 | loss: 0.0311754 | val_loss: 0.0311807 | Time: 66889.3 ms [2022-02-14 16:13:32 main:574] : INFO : Epoch 1692 | loss: 0.0311685 | val_loss: 0.0311836 | Time: 59736.2 ms [2022-02-14 16:14:24 main:574] : INFO : Epoch 1693 | loss: 0.0311682 | val_loss: 0.031184 | Time: 51960.7 ms [2022-02-14 16:15:21 main:574] : INFO : Epoch 1694 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 56508.8 ms [2022-02-14 16:16:14 main:574] : INFO : Epoch 1695 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 53522.1 ms [2022-02-14 16:17:06 main:574] : INFO : Epoch 1696 | loss: 0.0311711 | val_loss: 0.0311768 | Time: 51617.2 ms [2022-02-14 16:18:04 main:574] : INFO : Epoch 1697 | loss: 0.0311673 | val_loss: 0.0311762 | Time: 58372 ms [2022-02-14 16:18:54 main:574] : INFO : Epoch 1698 | loss: 0.0311646 | val_loss: 0.0311767 | Time: 49993.4 ms [2022-02-14 16:19:44 main:574] : INFO : Epoch 1699 | loss: 0.0311663 | val_loss: 0.0311792 | Time: 49865.4 ms [2022-02-14 16:20:34 main:574] : INFO : Epoch 1700 | loss: 0.0311723 | val_loss: 0.031176 | Time: 49820.5 ms [2022-02-14 16:21:26 main:574] : INFO : Epoch 1701 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 52120.7 ms [2022-02-14 16:22:15 main:574] : INFO : Epoch 1702 | loss: 0.0311706 | val_loss: 0.0311854 | Time: 48784.7 ms [2022-02-14 16:23:15 main:574] : INFO : Epoch 1703 | loss: 0.031167 | val_loss: 0.031178 | Time: 59381.6 ms [2022-02-14 16:24:06 main:574] : INFO : Epoch 1704 | loss: 0.0311669 | val_loss: 0.0311762 | Time: 51088.7 ms [2022-02-14 16:24:56 main:574] : INFO : Epoch 1705 | loss: 0.0311637 | val_loss: 0.0311772 | Time: 49923.7 ms [2022-02-14 16:25:47 main:574] : INFO : Epoch 1706 | loss: 0.0311643 | val_loss: 0.0311801 | Time: 51671.7 ms [2022-02-14 16:26:46 main:574] : INFO : Epoch 1707 | loss: 0.0311646 | val_loss: 0.0311763 | Time: 58572.6 ms [2022-02-14 16:27:36 main:574] : INFO : Epoch 1708 | loss: 0.0311662 | val_loss: 0.0311814 | Time: 50131.1 ms [2022-02-14 16:28:29 main:574] : INFO : Epoch 1709 | loss: 0.031164 | val_loss: 0.0311782 | Time: 52388 ms [2022-02-14 16:29:26 main:574] : INFO : Epoch 1710 | loss: 0.0311629 | val_loss: 0.0311811 | Time: 56986.2 ms [2022-02-14 16:30:16 main:574] : INFO : Epoch 1711 | loss: 0.0311649 | val_loss: 0.0311782 | Time: 50240.8 ms [2022-02-14 16:30:40 main:574] : INFO : Epoch 1712 | loss: 0.031163 | val_loss: 0.0311793 | Time: 23913.1 ms [2022-02-14 16:31:02 main:574] : INFO : Epoch 1713 | loss: 0.0311642 | val_loss: 0.0311904 | Time: 22374 ms [2022-02-14 16:31:24 main:574] : INFO : Epoch 1714 | loss: 0.0311641 | val_loss: 0.0311804 | Time: 21709.9 ms [2022-02-14 16:32:15 main:574] : INFO : Epoch 1715 | loss: 0.0311638 | val_loss: 0.0311791 | Time: 50770.9 ms [2022-02-14 16:33:05 main:574] : INFO : Epoch 1716 | loss: 0.0311622 | val_loss: 0.0311763 | Time: 49919.6 ms [2022-02-14 16:33:57 main:574] : INFO : Epoch 1717 | loss: 0.0311628 | val_loss: 0.0311785 | Time: 51685 ms [2022-02-14 16:34:51 main:574] : INFO : Epoch 1718 | loss: 0.0311614 | val_loss: 0.0311776 | Time: 54483 ms [2022-02-14 16:35:47 main:574] : INFO : Epoch 1719 | loss: 0.0311671 | val_loss: 0.0311784 | Time: 55506.1 ms [2022-02-14 16:36:47 main:574] : INFO : Epoch 1720 | loss: 0.0311637 | val_loss: 0.0311789 | Time: 59734 ms [2022-02-14 16:37:40 main:574] : INFO : Epoch 1721 | loss: 0.0311632 | val_loss: 0.0311773 | Time: 52890.8 ms [2022-02-14 16:38:37 main:574] : INFO : Epoch 1722 | loss: 0.0311631 | val_loss: 0.0311846 | Time: 56940.4 ms [2022-02-14 16:39:38 main:574] : INFO : Epoch 1723 | loss: 0.0311635 | val_loss: 0.0311798 | Time: 60805.2 ms [2022-02-14 16:40:26 main:574] : INFO : Epoch 1724 | loss: 0.0311607 | val_loss: 0.0311786 | Time: 48878.2 ms [2022-02-14 16:41:39 main:574] : INFO : Epoch 1725 | loss: 0.031163 | val_loss: 0.0311793 | Time: 72460.4 ms [2022-02-14 16:42:47 main:574] : INFO : Epoch 1726 | loss: 0.0311656 | val_loss: 0.0311809 | Time: 68483.8 ms [2022-02-14 16:43:47 main:574] : INFO : Epoch 1727 | loss: 0.0311659 | val_loss: 0.0311777 | Time: 59920 ms [2022-02-14 16:44:38 main:574] : INFO : Epoch 1728 | loss: 0.0311638 | val_loss: 0.0311826 | Time: 51066.4 ms [2022-02-14 16:45:37 main:574] : INFO : Epoch 1729 | loss: 0.0311595 | val_loss: 0.0311782 | Time: 58490.5 ms [2022-02-14 16:46:38 main:574] : INFO : Epoch 1730 | loss: 0.0311605 | val_loss: 0.0311799 | Time: 61138.8 ms [2022-02-14 16:47:38 main:574] : INFO : Epoch 1731 | loss: 0.0311621 | val_loss: 0.031178 | Time: 60220.9 ms [2022-02-14 16:48:47 main:574] : INFO : Epoch 1732 | loss: 0.0311602 | val_loss: 0.03118 | Time: 68912.2 ms [2022-02-14 16:49:49 main:574] : INFO : Epoch 1733 | loss: 0.031161 | val_loss: 0.0311814 | Time: 61833.7 ms [2022-02-14 16:50:46 main:574] : INFO : Epoch 1734 | loss: 0.0311608 | val_loss: 0.0311784 | Time: 57119.2 ms [2022-02-14 16:51:38 main:574] : INFO : Epoch 1735 | loss: 0.0311639 | val_loss: 0.031182 | Time: 51558.2 ms [2022-02-14 16:52:33 main:574] : INFO : Epoch 1736 | loss: 0.0311603 | val_loss: 0.0311785 | Time: 54752.7 ms [2022-02-14 16:53:30 main:574] : INFO : Epoch 1737 | loss: 0.031159 | val_loss: 0.0311798 | Time: 56726.3 ms [2022-02-14 16:54:39 main:574] : INFO : Epoch 1738 | loss: 0.0311583 | val_loss: 0.0311821 | Time: 69714.3 ms [2022-02-14 16:55:25 main:574] : INFO : Epoch 1739 | loss: 0.0311575 | val_loss: 0.0311858 | Time: 45302.9 ms [2022-02-14 16:56:29 main:574] : INFO : Epoch 1740 | loss: 0.0311592 | val_loss: 0.0311789 | Time: 64071.9 ms [2022-02-14 16:57:24 main:574] : INFO : Epoch 1741 | loss: 0.0311586 | val_loss: 0.0311797 | Time: 55170.3 ms [2022-02-14 16:58:33 main:574] : INFO : Epoch 1742 | loss: 0.0311584 | val_loss: 0.0311846 | Time: 68594.5 ms [2022-02-14 16:59:40 main:574] : INFO : Epoch 1743 | loss: 0.0311583 | val_loss: 0.0311811 | Time: 67310.3 ms [2022-02-14 17:00:45 main:574] : INFO : Epoch 1744 | loss: 0.0311569 | val_loss: 0.031182 | Time: 65127.3 ms [2022-02-14 17:02:06 main:574] : INFO : Epoch 1745 | loss: 0.0311569 | val_loss: 0.0311764 | Time: 81024.1 ms [2022-02-14 17:03:30 main:574] : INFO : Epoch 1746 | loss: 0.0311609 | val_loss: 0.0311916 | Time: 83775.5 ms [2022-02-14 17:04:28 main:574] : INFO : Epoch 1747 | loss: 0.0311595 | val_loss: 0.0311822 | Time: 57486.1 ms [2022-02-14 17:05:23 main:574] : INFO : Epoch 1748 | loss: 0.0311606 | val_loss: 0.0311791 | Time: 54669.4 ms [2022-02-14 17:06:21 main:574] : INFO : Epoch 1749 | loss: 0.0311569 | val_loss: 0.031179 | Time: 58205.1 ms [2022-02-14 17:07:12 main:574] : INFO : Epoch 1750 | loss: 0.0311566 | val_loss: 0.0311771 | Time: 50617.5 ms [2022-02-14 17:08:12 main:574] : INFO : Epoch 1751 | loss: 0.0311576 | val_loss: 0.0311801 | Time: 60018.2 ms [2022-02-14 17:09:01 main:574] : INFO : Epoch 1752 | loss: 0.0311548 | val_loss: 0.0311796 | Time: 48945.8 ms [2022-02-14 17:10:02 main:574] : INFO : Epoch 1753 | loss: 0.0311551 | val_loss: 0.031182 | Time: 61831.4 ms [2022-02-14 17:10:52 main:574] : INFO : Epoch 1754 | loss: 0.0311548 | val_loss: 0.0311801 | Time: 49855.1 ms [2022-02-14 17:11:52 main:574] : INFO : Epoch 1755 | loss: 0.0311576 | val_loss: 0.0311833 | Time: 60006.8 ms [2022-02-14 17:12:43 main:574] : INFO : Epoch 1756 | loss: 0.0311555 | val_loss: 0.0311775 | Time: 50282.9 ms [2022-02-14 17:13:52 main:574] : INFO : Epoch 1757 | loss: 0.0311561 | val_loss: 0.0311823 | Time: 69727.1 ms [2022-02-14 17:15:00 main:574] : INFO : Epoch 1758 | loss: 0.0311551 | val_loss: 0.0311833 | Time: 67669.2 ms [2022-02-14 17:16:11 main:574] : INFO : Epoch 1759 | loss: 0.031156 | val_loss: 0.0311777 | Time: 70948.2 ms [2022-02-14 17:17:14 main:574] : INFO : Epoch 1760 | loss: 0.0311556 | val_loss: 0.031186 | Time: 62543.8 ms [2022-02-14 17:18:22 main:574] : INFO : Epoch 1761 | loss: 0.0311558 | val_loss: 0.0311819 | Time: 68272.9 ms [2022-02-14 17:19:23 main:574] : INFO : Epoch 1762 | loss: 0.0311668 | val_loss: 0.0311946 | Time: 60509.9 ms [2022-02-14 17:20:27 main:574] : INFO : Epoch 1763 | loss: 0.0311642 | val_loss: 0.0311838 | Time: 64638.9 ms [2022-02-14 17:21:23 main:574] : INFO : Epoch 1764 | loss: 0.0311611 | val_loss: 0.0311782 | Time: 55398.9 ms [2022-02-14 17:22:23 main:574] : INFO : Epoch 1765 | loss: 0.0311582 | val_loss: 0.0311811 | Time: 60209.6 ms [2022-02-14 17:23:23 main:574] : INFO : Epoch 1766 | loss: 0.031156 | val_loss: 0.031187 | Time: 59698 ms [2022-02-14 17:24:32 main:574] : INFO : Epoch 1767 | loss: 0.0311585 | val_loss: 0.0311919 | Time: 69473.9 ms [2022-02-14 17:25:33 main:574] : INFO : Epoch 1768 | loss: 0.0311581 | val_loss: 0.0311825 | Time: 60775.9 ms [2022-02-14 17:26:33 main:574] : INFO : Epoch 1769 | loss: 0.0311544 | val_loss: 0.0311804 | Time: 59702.6 ms [2022-02-14 17:27:35 main:574] : INFO : Epoch 1770 | loss: 0.0311538 | val_loss: 0.0311801 | Time: 61806.4 ms [2022-02-14 17:28:32 main:574] : INFO : Epoch 1771 | loss: 0.0311548 | val_loss: 0.031184 | Time: 57730.6 ms [2022-02-14 17:29:23 main:574] : INFO : Epoch 1772 | loss: 0.0311533 | val_loss: 0.0311798 | Time: 50477.9 ms [2022-02-14 17:30:09 main:574] : INFO : Epoch 1773 | loss: 0.0311521 | val_loss: 0.0311841 | Time: 45484.4 ms [2022-02-14 17:30:44 main:574] : INFO : Epoch 1774 | loss: 0.0311547 | val_loss: 0.0311865 | Time: 35110.6 ms [2022-02-14 17:31:23 main:574] : INFO : Epoch 1775 | loss: 0.0311567 | val_loss: 0.0311817 | Time: 39545.3 ms [2022-02-14 17:32:03 main:574] : INFO : Epoch 1776 | loss: 0.0311516 | val_loss: 0.0311839 | Time: 39346.8 ms [2022-02-14 17:32:43 main:574] : INFO : Epoch 1777 | loss: 0.0311536 | val_loss: 0.0311846 | Time: 40116.9 ms [2022-02-14 17:33:22 main:574] : INFO : Epoch 1778 | loss: 0.031152 | val_loss: 0.03118 | Time: 38898.4 ms [2022-02-14 17:33:59 main:574] : INFO : Epoch 1779 | loss: 0.0311528 | val_loss: 0.0311779 | Time: 37529.5 ms [2022-02-14 17:34:38 main:574] : INFO : Epoch 1780 | loss: 0.031152 | val_loss: 0.0311831 | Time: 38050.5 ms [2022-02-14 17:35:14 main:574] : INFO : Epoch 1781 | loss: 0.0311531 | val_loss: 0.031189 | Time: 36676.7 ms [2022-02-14 17:35:54 main:574] : INFO : Epoch 1782 | loss: 0.0311507 | val_loss: 0.0311857 | Time: 39329.6 ms [2022-02-14 17:36:34 main:574] : INFO : Epoch 1783 | loss: 0.0311507 | val_loss: 0.031183 | Time: 39871.1 ms [2022-02-14 17:37:13 main:574] : INFO : Epoch 1784 | loss: 0.031149 | val_loss: 0.0311849 | Time: 39212.1 ms [2022-02-14 17:37:53 main:574] : INFO : Epoch 1785 | loss: 0.0311547 | val_loss: 0.0311812 | Time: 40421.6 ms [2022-02-14 17:38:29 main:574] : INFO : Epoch 1786 | loss: 0.0311536 | val_loss: 0.0311828 | Time: 35918.5 ms [2022-02-14 17:39:10 main:574] : INFO : Epoch 1787 | loss: 0.0311507 | val_loss: 0.0311816 | Time: 41056.8 ms [2022-02-14 17:39:53 main:574] : INFO : Epoch 1788 | loss: 0.031151 | val_loss: 0.03118 | Time: 42734.5 ms [2022-02-14 17:40:31 main:574] : INFO : Epoch 1789 | loss: 0.0311526 | val_loss: 0.0311839 | Time: 37541.5 ms [2022-02-14 17:41:09 main:574] : INFO : Epoch 1790 | loss: 0.031151 | val_loss: 0.0311833 | Time: 37923 ms [2022-02-14 17:41:46 main:574] : INFO : Epoch 1791 | loss: 0.0311496 | val_loss: 0.0311793 | Time: 36716.6 ms [2022-02-14 17:42:24 main:574] : INFO : Epoch 1792 | loss: 0.031148 | val_loss: 0.0311808 | Time: 38310.1 ms [2022-02-14 17:43:04 main:574] : INFO : Epoch 1793 | loss: 0.0311496 | val_loss: 0.0311818 | Time: 40018.8 ms [2022-02-14 17:43:45 main:574] : INFO : Epoch 1794 | loss: 0.0311522 | val_loss: 0.0311889 | Time: 40604 ms [2022-02-14 17:44:25 main:574] : INFO : Epoch 1795 | loss: 0.0311532 | val_loss: 0.0311819 | Time: 39876.9 ms [2022-02-14 17:45:04 main:574] : INFO : Epoch 1796 | loss: 0.0311508 | val_loss: 0.0311816 | Time: 39783.7 ms [2022-02-14 17:45:44 main:574] : INFO : Epoch 1797 | loss: 0.0311513 | val_loss: 0.0311807 | Time: 39603.5 ms [2022-02-14 17:46:21 main:574] : INFO : Epoch 1798 | loss: 0.0311521 | val_loss: 0.0311876 | Time: 36620 ms [2022-02-14 17:46:56 main:574] : INFO : Epoch 1799 | loss: 0.0311533 | val_loss: 0.0311832 | Time: 34954.4 ms [2022-02-14 17:47:35 main:574] : INFO : Epoch 1800 | loss: 0.031151 | val_loss: 0.0311848 | Time: 38820.9 ms [2022-02-14 17:48:14 main:574] : INFO : Epoch 1801 | loss: 0.0311523 | val_loss: 0.0311861 | Time: 39471.3 ms [2022-02-14 17:48:54 main:574] : INFO : Epoch 1802 | loss: 0.0311496 | val_loss: 0.031179 | Time: 39974.2 ms [2022-02-14 17:49:30 main:574] : INFO : Epoch 1803 | loss: 0.0311495 | val_loss: 0.0311838 | Time: 35731 ms [2022-02-14 17:50:06 main:574] : INFO : Epoch 1804 | loss: 0.03115 | val_loss: 0.0311792 | Time: 35908.8 ms [2022-02-14 17:50:54 main:574] : INFO : Epoch 1805 | loss: 0.0311476 | val_loss: 0.031181 | Time: 48026.3 ms [2022-02-14 17:51:27 main:574] : INFO : Epoch 1806 | loss: 0.0311492 | val_loss: 0.0311843 | Time: 32625.6 ms [2022-02-14 17:52:05 main:574] : INFO : Epoch 1807 | loss: 0.0311471 | val_loss: 0.0311855 | Time: 38489 ms [2022-02-14 17:52:44 main:574] : INFO : Epoch 1808 | loss: 0.0311477 | val_loss: 0.031193 | Time: 38906.3 ms [2022-02-14 17:53:25 main:574] : INFO : Epoch 1809 | loss: 0.031149 | val_loss: 0.0311834 | Time: 40321.4 ms [2022-02-14 17:54:00 main:574] : INFO : Epoch 1810 | loss: 0.0311458 | val_loss: 0.0311819 | Time: 35679.4 ms [2022-02-14 17:54:37 main:574] : INFO : Epoch 1811 | loss: 0.0311478 | val_loss: 0.0311869 | Time: 36225.9 ms [2022-02-14 17:55:16 main:574] : INFO : Epoch 1812 | loss: 0.0311482 | val_loss: 0.0311817 | Time: 39117.6 ms [2022-02-14 17:55:55 main:574] : INFO : Epoch 1813 | loss: 0.03115 | val_loss: 0.0311862 | Time: 38990.1 ms [2022-02-14 17:56:55 main:574] : INFO : Epoch 1814 | loss: 0.031148 | val_loss: 0.0311852 | Time: 60015 ms [2022-02-14 17:57:32 main:574] : INFO : Epoch 1815 | loss: 0.0311479 | val_loss: 0.0311906 | Time: 36463.8 ms [2022-02-14 17:58:11 main:574] : INFO : Epoch 1816 | loss: 0.0311489 | val_loss: 0.0311871 | Time: 39692.2 ms [2022-02-14 17:58:39 main:574] : INFO : Epoch 1817 | loss: 0.0311507 | val_loss: 0.0311848 | Time: 27234.9 ms [2022-02-14 17:59:00 main:574] : INFO : Epoch 1818 | loss: 0.0311493 | val_loss: 0.0311866 | Time: 21473.8 ms [2022-02-14 17:59:20 main:574] : INFO : Epoch 1819 | loss: 0.0311498 | val_loss: 0.0311846 | Time: 20013.1 ms [2022-02-14 17:59:56 main:574] : INFO : Epoch 1820 | loss: 0.0311449 | val_loss: 0.0311863 | Time: 35517.4 ms [2022-02-14 18:00:36 main:574] : INFO : Epoch 1821 | loss: 0.031145 | val_loss: 0.0311889 | Time: 40174.7 ms [2022-02-14 18:01:27 main:574] : INFO : Epoch 1822 | loss: 0.0311445 | val_loss: 0.031189 | Time: 50443.5 ms [2022-02-14 18:02:25 main:574] : INFO : Epoch 1823 | loss: 0.0311451 | val_loss: 0.0311867 | Time: 58811.9 ms [2022-02-14 18:03:21 main:574] : INFO : Epoch 1824 | loss: 0.0311472 | val_loss: 0.0311917 | Time: 55172.2 ms [2022-02-14 18:04:16 main:574] : INFO : Epoch 1825 | loss: 0.0311476 | val_loss: 0.0311973 | Time: 55260.3 ms [2022-02-14 18:05:07 main:574] : INFO : Epoch 1826 | loss: 0.0311521 | val_loss: 0.0311956 | Time: 50549.5 ms [2022-02-14 18:06:06 main:574] : INFO : Epoch 1827 | loss: 0.0311502 | val_loss: 0.0311837 | Time: 59835.7 ms [2022-02-14 18:06:57 main:574] : INFO : Epoch 1828 | loss: 0.0311462 | val_loss: 0.0311841 | Time: 50624.5 ms [2022-02-14 18:07:55 main:574] : INFO : Epoch 1829 | loss: 0.0311472 | val_loss: 0.0311879 | Time: 57458.7 ms [2022-02-14 18:08:52 main:574] : INFO : Epoch 1830 | loss: 0.0311472 | val_loss: 0.0311851 | Time: 57464.4 ms [2022-02-14 18:09:47 main:574] : INFO : Epoch 1831 | loss: 0.0311447 | val_loss: 0.0311848 | Time: 54896.6 ms [2022-02-14 18:10:47 main:574] : INFO : Epoch 1832 | loss: 0.0311473 | val_loss: 0.0311822 | Time: 59954.3 ms [2022-02-14 18:11:38 main:574] : INFO : Epoch 1833 | loss: 0.0311421 | val_loss: 0.0311908 | Time: 50674.6 ms [2022-02-14 18:12:28 main:574] : INFO : Epoch 1834 | loss: 0.0311431 | val_loss: 0.0311904 | Time: 49738.2 ms [2022-02-14 18:13:20 main:574] : INFO : Epoch 1835 | loss: 0.0311466 | val_loss: 0.0311871 | Time: 51882.2 ms [2022-02-14 18:14:11 main:574] : INFO : Epoch 1836 | loss: 0.0311492 | val_loss: 0.0311807 | Time: 51489.7 ms [2022-02-14 18:15:05 main:574] : INFO : Epoch 1837 | loss: 0.0311451 | val_loss: 0.0311864 | Time: 53747.1 ms [2022-02-14 18:15:58 main:574] : INFO : Epoch 1838 | loss: 0.0311465 | val_loss: 0.0311836 | Time: 52325.4 ms [2022-02-14 18:16:47 main:574] : INFO : Epoch 1839 | loss: 0.0311493 | val_loss: 0.0311834 | Time: 49635.3 ms [2022-02-14 18:17:47 main:574] : INFO : Epoch 1840 | loss: 0.0311437 | val_loss: 0.0311865 | Time: 59772.6 ms [2022-02-14 18:18:38 main:574] : INFO : Epoch 1841 | loss: 0.0311446 | val_loss: 0.0311898 | Time: 50785.9 ms [2022-02-14 18:19:31 main:574] : INFO : Epoch 1842 | loss: 0.031147 | val_loss: 0.0311788 | Time: 52657.1 ms [2022-02-14 18:20:28 main:574] : INFO : Epoch 1843 | loss: 0.0311478 | val_loss: 0.0311852 | Time: 56901.1 ms [2022-02-14 18:21:17 main:574] : INFO : Epoch 1844 | loss: 0.0311492 | val_loss: 0.0311927 | Time: 49180.8 ms [2022-02-14 18:22:08 main:574] : INFO : Epoch 1845 | loss: 0.0311454 | val_loss: 0.0311826 | Time: 50795.3 ms [2022-02-14 18:23:06 main:574] : INFO : Epoch 1846 | loss: 0.0311459 | val_loss: 0.0311926 | Time: 57943.1 ms [2022-02-14 18:24:02 main:574] : INFO : Epoch 1847 | loss: 0.031152 | val_loss: 0.0311931 | Time: 56135.9 ms [2022-02-14 18:24:57 main:574] : INFO : Epoch 1848 | loss: 0.0311496 | val_loss: 0.0311869 | Time: 54405.2 ms [2022-02-14 18:25:48 main:574] : INFO : Epoch 1849 | loss: 0.0311445 | val_loss: 0.0311902 | Time: 51592.9 ms [2022-02-14 18:26:39 main:574] : INFO : Epoch 1850 | loss: 0.0311399 | val_loss: 0.0311862 | Time: 50407.8 ms [2022-02-14 18:27:29 main:574] : INFO : Epoch 1851 | loss: 0.0311422 | val_loss: 0.0311824 | Time: 49800.8 ms [2022-02-14 18:28:22 main:574] : INFO : Epoch 1852 | loss: 0.0311465 | val_loss: 0.031188 | Time: 53188.3 ms [2022-02-14 18:29:09 main:574] : INFO : Epoch 1853 | loss: 0.031149 | val_loss: 0.0311892 | Time: 46938.7 ms [2022-02-14 18:30:07 main:574] : INFO : Epoch 1854 | loss: 0.0311449 | val_loss: 0.0311935 | Time: 57998 ms [2022-02-14 18:30:58 main:574] : INFO : Epoch 1855 | loss: 0.0311458 | val_loss: 0.0311812 | Time: 50671.5 ms [2022-02-14 18:31:53 main:574] : INFO : Epoch 1856 | loss: 0.031144 | val_loss: 0.0311811 | Time: 54876.6 ms [2022-02-14 18:32:46 main:574] : INFO : Epoch 1857 | loss: 0.031145 | val_loss: 0.0311842 | Time: 53698.7 ms [2022-02-14 18:33:39 main:574] : INFO : Epoch 1858 | loss: 0.0311472 | val_loss: 0.0311969 | Time: 52209.8 ms [2022-02-14 18:34:32 main:574] : INFO : Epoch 1859 | loss: 0.0311437 | val_loss: 0.0311831 | Time: 53036.5 ms [2022-02-14 18:35:29 main:574] : INFO : Epoch 1860 | loss: 0.031143 | val_loss: 0.0311915 | Time: 56812.5 ms [2022-02-14 18:36:29 main:574] : INFO : Epoch 1861 | loss: 0.0311417 | val_loss: 0.0311879 | Time: 60002.1 ms [2022-02-14 18:37:30 main:574] : INFO : Epoch 1862 | loss: 0.0311447 | val_loss: 0.0311832 | Time: 60941.7 ms [2022-02-14 18:38:29 main:574] : INFO : Epoch 1863 | loss: 0.0311404 | val_loss: 0.0311886 | Time: 59622.5 ms [2022-02-14 18:39:30 main:574] : INFO : Epoch 1864 | loss: 0.0311424 | val_loss: 0.0311808 | Time: 60249.1 ms [2022-02-14 18:40:37 main:574] : INFO : Epoch 1865 | loss: 0.0311422 | val_loss: 0.0311964 | Time: 67377.7 ms [2022-02-14 18:41:30 main:574] : INFO : Epoch 1866 | loss: 0.0311458 | val_loss: 0.0311918 | Time: 52278.8 ms [2022-02-14 18:42:31 main:574] : INFO : Epoch 1867 | loss: 0.0311462 | val_loss: 0.0311765 | Time: 61495.9 ms [2022-02-14 18:43:29 main:574] : INFO : Epoch 1868 | loss: 0.0311429 | val_loss: 0.0311963 | Time: 58091.6 ms [2022-02-14 18:44:29 main:574] : INFO : Epoch 1869 | loss: 0.0311429 | val_loss: 0.031185 | Time: 60164.6 ms [2022-02-14 18:45:30 main:574] : INFO : Epoch 1870 | loss: 0.0311402 | val_loss: 0.0311934 | Time: 61042.2 ms [2022-02-14 18:46:29 main:574] : INFO : Epoch 1871 | loss: 0.0311406 | val_loss: 0.0311873 | Time: 58088.1 ms [2022-02-14 18:47:30 main:574] : INFO : Epoch 1872 | loss: 0.0311401 | val_loss: 0.0311862 | Time: 61333.2 ms [2022-02-14 18:48:35 main:574] : INFO : Epoch 1873 | loss: 0.0311404 | val_loss: 0.0311959 | Time: 64780.5 ms [2022-02-14 18:49:36 main:574] : INFO : Epoch 1874 | loss: 0.0311391 | val_loss: 0.0311826 | Time: 60744.7 ms [2022-02-14 18:50:41 main:574] : INFO : Epoch 1875 | loss: 0.0311391 | val_loss: 0.0311803 | Time: 65166.9 ms [2022-02-14 18:51:40 main:574] : INFO : Epoch 1876 | loss: 0.0311455 | val_loss: 0.0311826 | Time: 58575.8 ms [2022-02-14 18:52:36 main:574] : INFO : Epoch 1877 | loss: 0.0311429 | val_loss: 0.0311944 | Time: 55712.3 ms [2022-02-14 18:53:42 main:574] : INFO : Epoch 1878 | loss: 0.0311438 | val_loss: 0.0311845 | Time: 66135.4 ms [2022-02-14 18:54:41 main:574] : INFO : Epoch 1879 | loss: 0.0311418 | val_loss: 0.0311942 | Time: 58778.2 ms [2022-02-14 18:55:42 main:574] : INFO : Epoch 1880 | loss: 0.0311377 | val_loss: 0.0311952 | Time: 61295.4 ms [2022-02-14 18:56:42 main:574] : INFO : Epoch 1881 | loss: 0.0311397 | val_loss: 0.0311876 | Time: 60159.5 ms [2022-02-14 18:57:31 main:574] : INFO : Epoch 1882 | loss: 0.0311414 | val_loss: 0.0311884 | Time: 49032.8 ms [2022-02-14 18:58:23 main:574] : INFO : Epoch 1883 | loss: 0.0311391 | val_loss: 0.0311899 | Time: 51750.2 ms [2022-02-14 18:59:31 main:574] : INFO : Epoch 1884 | loss: 0.0311417 | val_loss: 0.031186 | Time: 67907.1 ms [2022-02-14 19:00:32 main:574] : INFO : Epoch 1885 | loss: 0.0311412 | val_loss: 0.0311951 | Time: 60505.5 ms [2022-02-14 19:01:34 main:574] : INFO : Epoch 1886 | loss: 0.0311395 | val_loss: 0.0311831 | Time: 62305.3 ms [2022-02-14 19:02:32 main:574] : INFO : Epoch 1887 | loss: 0.0311396 | val_loss: 0.0311933 | Time: 57686 ms [2022-02-14 19:03:31 main:574] : INFO : Epoch 1888 | loss: 0.0311429 | val_loss: 0.031184 | Time: 59553.6 ms [2022-02-14 19:04:31 main:574] : INFO : Epoch 1889 | loss: 0.0311415 | val_loss: 0.0311864 | Time: 60160.3 ms [2022-02-14 19:05:32 main:574] : INFO : Epoch 1890 | loss: 0.0311399 | val_loss: 0.031187 | Time: 60388.2 ms [2022-02-14 19:06:34 main:574] : INFO : Epoch 1891 | loss: 0.0311407 | val_loss: 0.0311833 | Time: 62390.9 ms [2022-02-14 19:07:41 main:574] : INFO : Epoch 1892 | loss: 0.0311411 | val_loss: 0.0311966 | Time: 66915.6 ms [2022-02-14 19:08:42 main:574] : INFO : Epoch 1893 | loss: 0.0311418 | val_loss: 0.031191 | Time: 60853.2 ms [2022-02-14 19:09:45 main:574] : INFO : Epoch 1894 | loss: 0.0311414 | val_loss: 0.0311832 | Time: 62369 ms [2022-02-14 19:10:43 main:574] : INFO : Epoch 1895 | loss: 0.0311368 | val_loss: 0.0311926 | Time: 58340.7 ms [2022-02-14 19:11:44 main:574] : INFO : Epoch 1896 | loss: 0.0311376 | val_loss: 0.0311804 | Time: 61061.4 ms [2022-02-14 19:12:53 main:574] : INFO : Epoch 1897 | loss: 0.0311371 | val_loss: 0.0311916 | Time: 68290 ms [2022-02-14 19:13:49 main:574] : INFO : Epoch 1898 | loss: 0.0311381 | val_loss: 0.0311857 | Time: 56708.4 ms [2022-02-14 19:14:51 main:574] : INFO : Epoch 1899 | loss: 0.0311395 | val_loss: 0.0311975 | Time: 61702.5 ms [2022-02-14 19:15:54 main:574] : INFO : Epoch 1900 | loss: 0.0311492 | val_loss: 0.031192 | Time: 62412.2 ms [2022-02-14 19:17:22 main:574] : INFO : Epoch 1901 | loss: 0.0311428 | val_loss: 0.0311882 | Time: 88708.2 ms [2022-02-14 19:18:23 main:574] : INFO : Epoch 1902 | loss: 0.03114 | val_loss: 0.0311855 | Time: 60731.4 ms [2022-02-14 19:19:22 main:574] : INFO : Epoch 1903 | loss: 0.0311355 | val_loss: 0.0311879 | Time: 58893.6 ms [2022-02-14 19:20:22 main:574] : INFO : Epoch 1904 | loss: 0.0311381 | val_loss: 0.0311834 | Time: 60178.7 ms [2022-02-14 19:21:17 main:574] : INFO : Epoch 1905 | loss: 0.0311441 | val_loss: 0.0312056 | Time: 54718.9 ms [2022-02-14 19:22:12 main:574] : INFO : Epoch 1906 | loss: 0.0311412 | val_loss: 0.0311922 | Time: 54164.3 ms [2022-02-14 19:22:54 main:574] : INFO : Epoch 1907 | loss: 0.0311364 | val_loss: 0.0311954 | Time: 41578.9 ms [2022-02-14 19:23:33 main:574] : INFO : Epoch 1908 | loss: 0.0311386 | val_loss: 0.0311971 | Time: 39181.7 ms [2022-02-14 19:24:13 main:574] : INFO : Epoch 1909 | loss: 0.0311402 | val_loss: 0.0311889 | Time: 39795.1 ms [2022-02-14 19:24:53 main:574] : INFO : Epoch 1910 | loss: 0.0311381 | val_loss: 0.0311847 | Time: 39815.4 ms [2022-02-14 19:25:32 main:574] : INFO : Epoch 1911 | loss: 0.0311373 | val_loss: 0.0311838 | Time: 39639.7 ms [2022-02-14 19:26:12 main:574] : INFO : Epoch 1912 | loss: 0.0311364 | val_loss: 0.0311949 | Time: 39360.6 ms [2022-02-14 19:26:49 main:574] : INFO : Epoch 1913 | loss: 0.0311329 | val_loss: 0.0311903 | Time: 37383.7 ms [2022-02-14 19:27:27 main:574] : INFO : Epoch 1914 | loss: 0.0311392 | val_loss: 0.0311961 | Time: 37854.8 ms [2022-02-14 19:28:04 main:574] : INFO : Epoch 1915 | loss: 0.0311348 | val_loss: 0.0311906 | Time: 36419.2 ms [2022-02-14 19:28:43 main:574] : INFO : Epoch 1916 | loss: 0.031135 | val_loss: 0.0311927 | Time: 39130.7 ms [2022-02-14 19:29:09 main:574] : INFO : Epoch 1917 | loss: 0.0311391 | val_loss: 0.0311908 | Time: 25616.2 ms [2022-02-14 19:29:30 main:574] : INFO : Epoch 1918 | loss: 0.0311387 | val_loss: 0.031187 | Time: 21321 ms [2022-02-14 19:29:52 main:574] : INFO : Epoch 1919 | loss: 0.0311357 | val_loss: 0.0311888 | Time: 21843.8 ms [2022-02-14 19:30:30 main:574] : INFO : Epoch 1920 | loss: 0.031136 | val_loss: 0.0311853 | Time: 37806.7 ms [2022-02-14 19:31:05 main:574] : INFO : Epoch 1921 | loss: 0.0311363 | val_loss: 0.0311903 | Time: 34908.5 ms [2022-02-14 19:31:43 main:574] : INFO : Epoch 1922 | loss: 0.0311401 | val_loss: 0.0311914 | Time: 38293.4 ms [2022-02-14 19:32:24 main:574] : INFO : Epoch 1923 | loss: 0.0311367 | val_loss: 0.031185 | Time: 40469.4 ms [2022-02-14 19:33:03 main:574] : INFO : Epoch 1924 | loss: 0.0311335 | val_loss: 0.0311859 | Time: 39714.8 ms [2022-02-14 19:33:43 main:574] : INFO : Epoch 1925 | loss: 0.0311354 | val_loss: 0.0311903 | Time: 39651.8 ms [2022-02-14 19:34:23 main:574] : INFO : Epoch 1926 | loss: 0.0311351 | val_loss: 0.0311911 | Time: 39718.6 ms [2022-02-14 19:35:04 main:574] : INFO : Epoch 1927 | loss: 0.0311314 | val_loss: 0.0311925 | Time: 41551.6 ms [2022-02-14 19:35:43 main:574] : INFO : Epoch 1928 | loss: 0.0311377 | val_loss: 0.0311966 | Time: 38920.6 ms [2022-02-14 19:36:44 main:574] : INFO : Epoch 1929 | loss: 0.0311393 | val_loss: 0.0311965 | Time: 60423 ms [2022-02-14 19:37:55 main:574] : INFO : Epoch 1930 | loss: 0.0311377 | val_loss: 0.0311969 | Time: 71260.7 ms [2022-02-14 19:38:57 main:574] : INFO : Epoch 1931 | loss: 0.0311346 | val_loss: 0.0311836 | Time: 61512.6 ms [2022-02-14 19:39:55 main:574] : INFO : Epoch 1932 | loss: 0.0311356 | val_loss: 0.0311909 | Time: 57763.9 ms [2022-02-14 19:40:44 main:574] : INFO : Epoch 1933 | loss: 0.031139 | val_loss: 0.0311913 | Time: 49724.6 ms [2022-02-14 19:41:32 main:574] : INFO : Epoch 1934 | loss: 0.0311319 | val_loss: 0.0311917 | Time: 47762.4 ms [2022-02-14 19:42:16 main:574] : INFO : Epoch 1935 | loss: 0.0311307 | val_loss: 0.0311853 | Time: 43463.7 ms [2022-02-14 19:43:15 main:574] : INFO : Epoch 1936 | loss: 0.0311358 | val_loss: 0.0311852 | Time: 59196.8 ms [2022-02-14 19:44:03 main:574] : INFO : Epoch 1937 | loss: 0.0311368 | val_loss: 0.0311942 | Time: 47906.6 ms [2022-02-14 19:44:56 main:574] : INFO : Epoch 1938 | loss: 0.0311384 | val_loss: 0.0311933 | Time: 52937.9 ms [2022-02-14 19:46:05 main:574] : INFO : Epoch 1939 | loss: 0.0311379 | val_loss: 0.0312 | Time: 68915.3 ms [2022-02-14 19:46:55 main:574] : INFO : Epoch 1940 | loss: 0.0311365 | val_loss: 0.0311978 | Time: 49777.5 ms [2022-02-14 19:47:45 main:574] : INFO : Epoch 1941 | loss: 0.0311353 | val_loss: 0.0311879 | Time: 50330.8 ms [2022-02-14 19:48:35 main:574] : INFO : Epoch 1942 | loss: 0.0311359 | val_loss: 0.031187 | Time: 50391.6 ms [2022-02-14 19:49:31 main:574] : INFO : Epoch 1943 | loss: 0.0311381 | val_loss: 0.0311929 | Time: 55888.8 ms [2022-02-14 19:50:16 main:574] : INFO : Epoch 1944 | loss: 0.0311357 | val_loss: 0.0312017 | Time: 44595.3 ms [2022-02-14 19:51:06 main:574] : INFO : Epoch 1945 | loss: 0.0311311 | val_loss: 0.0311951 | Time: 49827.5 ms [2022-02-14 19:51:45 main:574] : INFO : Epoch 1946 | loss: 0.0311315 | val_loss: 0.0311862 | Time: 39073.5 ms [2022-02-14 19:52:36 main:574] : INFO : Epoch 1947 | loss: 0.031132 | val_loss: 0.0311964 | Time: 50655.1 ms [2022-02-14 19:53:24 main:574] : INFO : Epoch 1948 | loss: 0.0311291 | val_loss: 0.0311911 | Time: 48437.4 ms [2022-02-14 19:54:26 main:574] : INFO : Epoch 1949 | loss: 0.0311283 | val_loss: 0.0312004 | Time: 61347.1 ms [2022-02-14 19:55:16 main:574] : INFO : Epoch 1950 | loss: 0.0311325 | val_loss: 0.0311977 | Time: 50107.2 ms [2022-02-14 19:56:17 main:574] : INFO : Epoch 1951 | loss: 0.0311301 | val_loss: 0.0311959 | Time: 61231.4 ms [2022-02-14 19:57:11 main:574] : INFO : Epoch 1952 | loss: 0.0311316 | val_loss: 0.0311845 | Time: 54248.3 ms [2022-02-14 19:57:56 main:574] : INFO : Epoch 1953 | loss: 0.0311346 | val_loss: 0.0311859 | Time: 44493.4 ms [2022-02-14 19:59:14 main:574] : INFO : Epoch 1954 | loss: 0.0311352 | val_loss: 0.0311859 | Time: 77521.3 ms [2022-02-14 19:59:56 main:574] : INFO : Epoch 1955 | loss: 0.0311344 | val_loss: 0.0311986 | Time: 42480.8 ms [2022-02-14 20:00:48 main:574] : INFO : Epoch 1956 | loss: 0.0311389 | val_loss: 0.0312113 | Time: 51465.2 ms [2022-02-14 20:01:47 main:574] : INFO : Epoch 1957 | loss: 0.0311342 | val_loss: 0.0311999 | Time: 59267.7 ms [2022-02-14 20:02:47 main:574] : INFO : Epoch 1958 | loss: 0.031131 | val_loss: 0.0311922 | Time: 59835.2 ms [2022-02-14 20:03:48 main:574] : INFO : Epoch 1959 | loss: 0.0311335 | val_loss: 0.0312004 | Time: 60747.8 ms [2022-02-14 20:04:39 main:574] : INFO : Epoch 1960 | loss: 0.0311311 | val_loss: 0.0311912 | Time: 51539.3 ms [2022-02-14 20:05:28 main:574] : INFO : Epoch 1961 | loss: 0.0311327 | val_loss: 0.0311902 | Time: 48972.4 ms [2022-02-14 20:06:39 main:574] : INFO : Epoch 1962 | loss: 0.031136 | val_loss: 0.0312075 | Time: 70386.2 ms [2022-02-14 20:07:38 main:574] : INFO : Epoch 1963 | loss: 0.0311388 | val_loss: 0.0311955 | Time: 58961.8 ms [2022-02-14 20:08:38 main:574] : INFO : Epoch 1964 | loss: 0.0311331 | val_loss: 0.0311931 | Time: 60182.3 ms [2022-02-14 20:09:40 main:574] : INFO : Epoch 1965 | loss: 0.0311341 | val_loss: 0.0311954 | Time: 61794.7 ms [2022-02-14 20:10:41 main:574] : INFO : Epoch 1966 | loss: 0.0311326 | val_loss: 0.0311921 | Time: 60916.4 ms [2022-02-14 20:11:38 main:574] : INFO : Epoch 1967 | loss: 0.0311343 | val_loss: 0.0312091 | Time: 57615 ms [2022-02-14 20:12:38 main:574] : INFO : Epoch 1968 | loss: 0.0311381 | val_loss: 0.0311953 | Time: 59744.9 ms [2022-02-14 20:13:29 main:574] : INFO : Epoch 1969 | loss: 0.0311338 | val_loss: 0.0311913 | Time: 50974.9 ms [2022-02-14 20:14:27 main:574] : INFO : Epoch 1970 | loss: 0.0311335 | val_loss: 0.0312027 | Time: 58338.5 ms [2022-02-14 20:15:20 main:574] : INFO : Epoch 1971 | loss: 0.0311392 | val_loss: 0.0311935 | Time: 52954.9 ms [2022-02-14 20:16:19 main:574] : INFO : Epoch 1972 | loss: 0.0311332 | val_loss: 0.0311877 | Time: 58643.9 ms [2022-02-14 20:17:40 main:574] : INFO : Epoch 1973 | loss: 0.0311335 | val_loss: 0.0311892 | Time: 80381.8 ms [2022-02-14 20:18:51 main:574] : INFO : Epoch 1974 | loss: 0.031137 | val_loss: 0.0311909 | Time: 71214.3 ms [2022-02-14 20:20:00 main:574] : INFO : Epoch 1975 | loss: 0.0311332 | val_loss: 0.0311961 | Time: 68879 ms [2022-02-14 20:21:09 main:574] : INFO : Epoch 1976 | loss: 0.0311369 | val_loss: 0.0311904 | Time: 68964.6 ms [2022-02-14 20:22:10 main:574] : INFO : Epoch 1977 | loss: 0.0311325 | val_loss: 0.0311908 | Time: 61365.6 ms [2022-02-14 20:23:20 main:574] : INFO : Epoch 1978 | loss: 0.0311278 | val_loss: 0.0311937 | Time: 70151 ms [2022-02-14 20:25:32 main:574] : INFO : Epoch 1979 | loss: 0.0311274 | val_loss: 0.0312028 | Time: 131484 ms [2022-02-14 20:27:14 main:574] : INFO : Epoch 1980 | loss: 0.0311315 | val_loss: 0.0311937 | Time: 102201 ms [2022-02-14 20:28:22 main:574] : INFO : Epoch 1981 | loss: 0.0311297 | val_loss: 0.0311933 | Time: 66031.2 ms [2022-02-14 20:29:22 main:574] : INFO : Epoch 1982 | loss: 0.031131 | val_loss: 0.031203 | Time: 59769.1 ms [2022-02-14 20:30:29 main:574] : INFO : Epoch 1983 | loss: 0.0311267 | val_loss: 0.0311906 | Time: 66925.3 ms [2022-02-14 20:31:31 main:574] : INFO : Epoch 1984 | loss: 0.0311284 | val_loss: 0.0311857 | Time: 61910 ms [2022-02-14 20:32:31 main:574] : INFO : Epoch 1985 | loss: 0.0311312 | val_loss: 0.0311896 | Time: 60416.8 ms [2022-02-14 20:33:29 main:574] : INFO : Epoch 1986 | loss: 0.0311311 | val_loss: 0.0311883 | Time: 57710.9 ms [2022-02-14 20:34:40 main:574] : INFO : Epoch 1987 | loss: 0.0311348 | val_loss: 0.0311914 | Time: 71253.1 ms [2022-02-14 20:35:42 main:574] : INFO : Epoch 1988 | loss: 0.0311378 | val_loss: 0.0312027 | Time: 61552.8 ms [2022-02-14 20:36:42 main:574] : INFO : Epoch 1989 | loss: 0.0311318 | val_loss: 0.0311852 | Time: 59977.6 ms [2022-02-14 20:37:42 main:574] : INFO : Epoch 1990 | loss: 0.0311321 | val_loss: 0.0311969 | Time: 59455.5 ms [2022-02-14 20:39:10 main:574] : INFO : Epoch 1991 | loss: 0.0311267 | val_loss: 0.0312042 | Time: 88438.1 ms [2022-02-14 20:40:22 main:574] : INFO : Epoch 1992 | loss: 0.0311265 | val_loss: 0.0312016 | Time: 71786.5 ms [2022-02-14 20:41:22 main:574] : INFO : Epoch 1993 | loss: 0.0311285 | val_loss: 0.0312105 | Time: 59706 ms [2022-02-14 20:42:22 main:574] : INFO : Epoch 1994 | loss: 0.0311332 | val_loss: 0.0312082 | Time: 60225.8 ms [2022-02-14 20:43:31 main:574] : INFO : Epoch 1995 | loss: 0.0311379 | val_loss: 0.031187 | Time: 69110.4 ms [2022-02-14 20:44:22 main:574] : INFO : Epoch 1996 | loss: 0.0311347 | val_loss: 0.0311918 | Time: 51193.7 ms [2022-02-14 20:45:22 main:574] : INFO : Epoch 1997 | loss: 0.0311287 | val_loss: 0.0311984 | Time: 59694.9 ms [2022-02-14 20:46:22 main:574] : INFO : Epoch 1998 | loss: 0.0311291 | val_loss: 0.0311936 | Time: 60045.2 ms [2022-02-14 20:47:12 main:574] : INFO : Epoch 1999 | loss: 0.0311261 | val_loss: 0.0311998 | Time: 49383.4 ms [2022-02-14 20:48:11 main:574] : INFO : Epoch 2000 | loss: 0.0311297 | val_loss: 0.0312056 | Time: 59902.4 ms [2022-02-14 20:49:01 main:574] : INFO : Epoch 2001 | loss: 0.0311287 | val_loss: 0.0311907 | Time: 49660.2 ms [2022-02-14 20:49:53 main:574] : INFO : Epoch 2002 | loss: 0.0311302 | val_loss: 0.031195 | Time: 51791.5 ms [2022-02-14 20:50:43 main:574] : INFO : Epoch 2003 | loss: 0.0311291 | val_loss: 0.0311883 | Time: 50146.3 ms [2022-02-14 20:51:31 main:574] : INFO : Epoch 2004 | loss: 0.0311355 | val_loss: 0.031214 | Time: 48228.6 ms [2022-02-14 20:53:04 main:574] : INFO : Epoch 2005 | loss: 0.0311319 | val_loss: 0.0312017 | Time: 91959.9 ms [2022-02-14 20:54:03 main:574] : INFO : Epoch 2006 | loss: 0.0311856 | val_loss: 0.0312978 | Time: 59488 ms [2022-02-14 20:55:04 main:574] : INFO : Epoch 2007 | loss: 0.0312592 | val_loss: 0.0312521 | Time: 60636.3 ms [2022-02-14 20:56:08 main:574] : INFO : Epoch 2008 | loss: 0.031249 | val_loss: 0.0312477 | Time: 64240 ms [2022-02-14 20:57:36 main:574] : INFO : Epoch 2009 | loss: 0.031245 | val_loss: 0.0312431 | Time: 87550.8 ms [2022-02-14 20:58:23 main:574] : INFO : Epoch 2010 | loss: 0.0312406 | val_loss: 0.0312386 | Time: 47335.3 ms [2022-02-14 21:00:07 main:574] : INFO : Epoch 2011 | loss: 0.0312348 | val_loss: 0.0312296 | Time: 104236 ms [2022-02-14 21:01:03 main:574] : INFO : Epoch 2012 | loss: 0.0312277 | val_loss: 0.0312205 | Time: 55837.6 ms [2022-02-14 21:02:03 main:574] : INFO : Epoch 2013 | loss: 0.0312216 | val_loss: 0.031225 | Time: 59499.7 ms [2022-02-14 21:02:56 main:574] : INFO : Epoch 2014 | loss: 0.0312214 | val_loss: 0.0312145 | Time: 53171.4 ms [2022-02-14 21:03:56 main:574] : INFO : Epoch 2015 | loss: 0.0312135 | val_loss: 0.0312102 | Time: 59599.7 ms [2022-02-14 21:05:05 main:574] : INFO : Epoch 2016 | loss: 0.0312084 | val_loss: 0.0312068 | Time: 68706.3 ms [2022-02-14 21:06:15 main:574] : INFO : Epoch 2017 | loss: 0.0312075 | val_loss: 0.0312177 | Time: 70277 ms [2022-02-14 21:07:00 main:574] : INFO : Epoch 2018 | loss: 0.0312082 | val_loss: 0.0311981 | Time: 44511.6 ms [2022-02-14 21:07:24 main:574] : INFO : Epoch 2019 | loss: 0.0311997 | val_loss: 0.0311946 | Time: 24882.1 ms [2022-02-14 21:07:49 main:574] : INFO : Epoch 2020 | loss: 0.0311954 | val_loss: 0.0311953 | Time: 24472.4 ms [2022-02-14 21:08:25 main:574] : INFO : Epoch 2021 | loss: 0.0311948 | val_loss: 0.0311909 | Time: 36212.2 ms [2022-02-14 21:09:36 main:574] : INFO : Epoch 2022 | loss: 0.0311917 | val_loss: 0.0311934 | Time: 71112.3 ms [2022-02-14 21:11:03 main:574] : INFO : Epoch 2023 | loss: 0.0311907 | val_loss: 0.0311912 | Time: 86617.3 ms [2022-02-14 21:12:07 main:574] : INFO : Epoch 2024 | loss: 0.0311912 | val_loss: 0.0311948 | Time: 64142.7 ms [2022-02-14 21:13:07 main:574] : INFO : Epoch 2025 | loss: 0.031192 | val_loss: 0.031189 | Time: 59643.6 ms [2022-02-14 21:14:15 main:574] : INFO : Epoch 2026 | loss: 0.0311883 | val_loss: 0.0311894 | Time: 68017.2 ms [2022-02-14 21:15:27 main:574] : INFO : Epoch 2027 | loss: 0.0311879 | val_loss: 0.0311879 | Time: 71284.6 ms [2022-02-14 21:16:28 main:574] : INFO : Epoch 2028 | loss: 0.0311885 | val_loss: 0.0311962 | Time: 61465.7 ms [2022-02-14 21:17:25 main:574] : INFO : Epoch 2029 | loss: 0.0311902 | val_loss: 0.0311939 | Time: 56967.7 ms [2022-02-14 21:18:37 main:574] : INFO : Epoch 2030 | loss: 0.0311869 | val_loss: 0.0311867 | Time: 71363.9 ms [2022-02-14 21:19:58 main:574] : INFO : Epoch 2031 | loss: 0.0311872 | val_loss: 0.0311933 | Time: 80915.3 ms [2022-02-14 21:21:24 main:574] : INFO : Epoch 2032 | loss: 0.0311939 | val_loss: 0.0311938 | Time: 86480.7 ms [2022-02-14 21:22:18 main:574] : INFO : Epoch 2033 | loss: 0.0311954 | val_loss: 0.0311857 | Time: 54110.4 ms [2022-02-14 21:23:21 main:574] : INFO : Epoch 2034 | loss: 0.0311913 | val_loss: 0.0311849 | Time: 62511.6 ms [2022-02-14 21:24:17 main:574] : INFO : Epoch 2035 | loss: 0.0311892 | val_loss: 0.0311831 | Time: 55798.6 ms [2022-02-14 21:25:22 main:574] : INFO : Epoch 2036 | loss: 0.0311876 | val_loss: 0.0311843 | Time: 65203.2 ms [2022-02-14 21:26:18 main:574] : INFO : Epoch 2037 | loss: 0.0311876 | val_loss: 0.0311822 | Time: 56363.9 ms [2022-02-14 21:27:17 main:574] : INFO : Epoch 2038 | loss: 0.0311859 | val_loss: 0.0311819 | Time: 59055.1 ms [2022-02-14 21:28:22 main:574] : INFO : Epoch 2039 | loss: 0.0311863 | val_loss: 0.0311831 | Time: 64014.5 ms [2022-02-14 21:29:23 main:574] : INFO : Epoch 2040 | loss: 0.0311851 | val_loss: 0.0311897 | Time: 61707.6 ms [2022-02-14 21:30:28 main:574] : INFO : Epoch 2041 | loss: 0.0311871 | val_loss: 0.0311848 | Time: 64499.7 ms [2022-02-14 21:31:36 main:574] : INFO : Epoch 2042 | loss: 0.0311858 | val_loss: 0.0311818 | Time: 68283.6 ms [2022-02-14 21:32:38 main:574] : INFO : Epoch 2043 | loss: 0.0311832 | val_loss: 0.0311799 | Time: 61496.8 ms [2022-02-14 21:33:58 main:574] : INFO : Epoch 2044 | loss: 0.0311824 | val_loss: 0.0311806 | Time: 80545 ms [2022-02-14 21:34:58 main:574] : INFO : Epoch 2045 | loss: 0.0311808 | val_loss: 0.0311825 | Time: 59861.7 ms [2022-02-14 21:35:57 main:574] : INFO : Epoch 2046 | loss: 0.0311896 | val_loss: 0.0311924 | Time: 58484.1 ms [2022-02-14 21:36:55 main:574] : INFO : Epoch 2047 | loss: 0.0311885 | val_loss: 0.0311848 | Time: 58038.6 ms [2022-02-14 21:37:59 main:574] : INFO : Epoch 2048 | loss: 0.0311832 | val_loss: 0.0311826 | Time: 63851.2 ms [2022-02-14 21:37:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311826 [2022-02-14 21:37:59 main:603] : INFO : Saving end state to config to file [2022-02-14 21:37:59 main:608] : INFO : Success, exiting.. 21:37:59 (20472): 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)