Task 13733295
| Name | ParityModified-1647047832-11326-2-0_0 |
| Workunit | 10821538 |
| Created | 25 Mar 2022, 1:46:37 UTC |
| Sent | 1 Apr 2022, 20:20:55 UTC |
| Report deadline | 9 Apr 2022, 20:20:55 UTC |
| Received | 1 Apr 2022, 23:42:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 2 hours 17 min 50 sec |
| CPU time | 2 hours 16 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,055.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.44 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311795 | val_loss: 0.0311824 | Time: 2659.43 ms [2022-04-01 15:19:45 main:574] : INFO : Epoch 1543 | loss: 0.0311805 | val_loss: 0.0311834 | Time: 2652.44 ms [2022-04-01 15:19:47 main:574] : INFO : Epoch 1544 | loss: 0.0311824 | val_loss: 0.031187 | Time: 2654.43 ms [2022-04-01 15:19:50 main:574] : INFO : Epoch 1545 | loss: 0.0311795 | val_loss: 0.0311826 | Time: 2667.89 ms [2022-04-01 15:19:53 main:574] : INFO : Epoch 1546 | loss: 0.0311786 | val_loss: 0.0311828 | Time: 2652.71 ms [2022-04-01 15:19:55 main:574] : INFO : Epoch 1547 | loss: 0.0311792 | val_loss: 0.0311836 | Time: 2650.64 ms [2022-04-01 15:19:58 main:574] : INFO : Epoch 1548 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 2654.76 ms [2022-04-01 15:20:01 main:574] : INFO : Epoch 1549 | loss: 0.0311789 | val_loss: 0.0311828 | Time: 2669.35 ms [2022-04-01 15:20:03 main:574] : INFO : Epoch 1550 | loss: 0.0311795 | val_loss: 0.0311824 | Time: 2646.37 ms [2022-04-01 15:20:06 main:574] : INFO : Epoch 1551 | loss: 0.0311785 | val_loss: 0.0311825 | Time: 2647.91 ms [2022-04-01 15:20:09 main:574] : INFO : Epoch 1552 | loss: 0.0311792 | val_loss: 0.0311823 | Time: 2642.51 ms [2022-04-01 15:20:11 main:574] : INFO : Epoch 1553 | loss: 0.0311785 | val_loss: 0.0311854 | Time: 2668.41 ms [2022-04-01 15:20:14 main:574] : INFO : Epoch 1554 | loss: 0.0311805 | val_loss: 0.0311841 | Time: 2652.17 ms [2022-04-01 15:20:17 main:574] : INFO : Epoch 1555 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 2646.05 ms [2022-04-01 15:20:19 main:574] : INFO : Epoch 1556 | loss: 0.0311777 | val_loss: 0.0311826 | Time: 2657.94 ms [2022-04-01 15:20:22 main:574] : INFO : Epoch 1557 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 2680.62 ms [2022-04-01 15:20:25 main:574] : INFO : Epoch 1558 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 2642.2 ms [2022-04-01 15:20:27 main:574] : INFO : Epoch 1559 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 2648.62 ms [2022-04-01 15:20:30 main:574] : INFO : Epoch 1560 | loss: 0.0311775 | val_loss: 0.031186 | Time: 2646.88 ms [2022-04-01 15:20:33 main:574] : INFO : Epoch 1561 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 2672.61 ms [2022-04-01 15:20:35 main:574] : INFO : Epoch 1562 | loss: 0.0311785 | val_loss: 0.0311822 | Time: 2660.75 ms [2022-04-01 15:20:38 main:574] : INFO : Epoch 1563 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 2662.99 ms [2022-04-01 15:20:41 main:574] : INFO : Epoch 1564 | loss: 0.0311782 | val_loss: 0.0311825 | Time: 2658.55 ms [2022-04-01 15:20:43 main:574] : INFO : Epoch 1565 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 2671.23 ms [2022-04-01 15:20:46 main:574] : INFO : Epoch 1566 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 2653.31 ms [2022-04-01 15:20:49 main:574] : INFO : Epoch 1567 | loss: 0.03118 | val_loss: 0.0311904 | Time: 2662.45 ms [2022-04-01 15:20:51 main:574] : INFO : Epoch 1568 | loss: 0.0311855 | val_loss: 0.0311863 | Time: 2662.44 ms [2022-04-01 15:20:54 main:574] : INFO : Epoch 1569 | loss: 0.0311808 | val_loss: 0.0311824 | Time: 2662.37 ms [2022-04-01 15:20:57 main:574] : INFO : Epoch 1570 | loss: 0.0311787 | val_loss: 0.0311845 | Time: 2650.16 ms [2022-04-01 15:20:59 main:574] : INFO : Epoch 1571 | loss: 0.0311817 | val_loss: 0.031183 | Time: 2656.93 ms [2022-04-01 15:21:02 main:574] : INFO : Epoch 1572 | loss: 0.0311822 | val_loss: 0.031187 | Time: 2665.94 ms [2022-04-01 15:21:05 main:574] : INFO : Epoch 1573 | loss: 0.0311813 | val_loss: 0.0311844 | Time: 2654.73 ms [2022-04-01 15:21:07 main:574] : INFO : Epoch 1574 | loss: 0.031178 | val_loss: 0.0311825 | Time: 2652.43 ms [2022-04-01 15:21:10 main:574] : INFO : Epoch 1575 | loss: 0.0311776 | val_loss: 0.0311834 | Time: 2649.63 ms [2022-04-01 15:21:13 main:574] : INFO : Epoch 1576 | loss: 0.0311766 | val_loss: 0.0311827 | Time: 2652.61 ms [2022-04-01 15:21:15 main:574] : INFO : Epoch 1577 | loss: 0.0311764 | val_loss: 0.0311826 | Time: 2650.55 ms [2022-04-01 15:21:18 main:574] : INFO : Epoch 1578 | loss: 0.0311765 | val_loss: 0.0311835 | Time: 2653 ms [2022-04-01 15:21:21 main:574] : INFO : Epoch 1579 | loss: 0.0311779 | val_loss: 0.0311828 | Time: 2662.14 ms [2022-04-01 15:21:23 main:574] : INFO : Epoch 1580 | loss: 0.0311783 | val_loss: 0.0311834 | Time: 2671.59 ms [2022-04-01 15:21:26 main:574] : INFO : Epoch 1581 | loss: 0.0311781 | val_loss: 0.0311841 | Time: 2652.07 ms [2022-04-01 15:21:29 main:574] : INFO : Epoch 1582 | loss: 0.031177 | val_loss: 0.031183 | Time: 2654.72 ms [2022-04-01 15:21:31 main:574] : INFO : Epoch 1583 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 2658.11 ms [2022-04-01 15:21:34 main:574] : INFO : Epoch 1584 | loss: 0.031176 | val_loss: 0.0311859 | Time: 2668.78 ms [2022-04-01 15:21:37 main:574] : INFO : Epoch 1585 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 2655.04 ms [2022-04-01 15:21:39 main:574] : INFO : Epoch 1586 | loss: 0.0311754 | val_loss: 0.031183 | Time: 2655.97 ms [2022-04-01 15:21:42 main:574] : INFO : Epoch 1587 | loss: 0.0311754 | val_loss: 0.0311839 | Time: 2646.22 ms [2022-04-01 15:21:45 main:574] : INFO : Epoch 1588 | loss: 0.0311772 | val_loss: 0.031183 | Time: 2662.14 ms [2022-04-01 15:21:47 main:574] : INFO : Epoch 1589 | loss: 0.0311794 | val_loss: 0.0311885 | Time: 2639.68 ms [2022-04-01 15:21:50 main:574] : INFO : Epoch 1590 | loss: 0.0311798 | val_loss: 0.031183 | Time: 2651.09 ms [2022-04-01 15:21:52 main:574] : INFO : Epoch 1591 | loss: 0.031178 | val_loss: 0.0311867 | Time: 2646.84 ms [2022-04-01 15:21:55 main:574] : INFO : Epoch 1592 | loss: 0.0311778 | val_loss: 0.0311834 | Time: 2656.73 ms [2022-04-01 15:21:58 main:574] : INFO : Epoch 1593 | loss: 0.0311791 | val_loss: 0.0311854 | Time: 2643.22 ms [2022-04-01 15:22:00 main:574] : INFO : Epoch 1594 | loss: 0.031179 | val_loss: 0.031183 | Time: 2648.12 ms [2022-04-01 15:22:03 main:574] : INFO : Epoch 1595 | loss: 0.0311801 | val_loss: 0.031185 | Time: 2638.17 ms [2022-04-01 15:22:06 main:574] : INFO : Epoch 1596 | loss: 0.0311788 | val_loss: 0.031183 | Time: 2667.16 ms [2022-04-01 15:22:08 main:574] : INFO : Epoch 1597 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 2645.81 ms [2022-04-01 15:22:11 main:574] : INFO : Epoch 1598 | loss: 0.0311766 | val_loss: 0.0311829 | Time: 2688.59 ms [2022-04-01 15:22:14 main:574] : INFO : Epoch 1599 | loss: 0.0311764 | val_loss: 0.0311822 | Time: 2664.51 ms [2022-04-01 15:22:16 main:574] : INFO : Epoch 1600 | loss: 0.0311765 | val_loss: 0.0311834 | Time: 2658.96 ms [2022-04-01 15:22:19 main:574] : INFO : Epoch 1601 | loss: 0.0311771 | val_loss: 0.0311823 | Time: 2662.21 ms [2022-04-01 15:22:22 main:574] : INFO : Epoch 1602 | loss: 0.0311767 | val_loss: 0.0311821 | Time: 2719.21 ms [2022-04-01 15:22:24 main:574] : INFO : Epoch 1603 | loss: 0.0311764 | val_loss: 0.0311834 | Time: 2694.72 ms [2022-04-01 15:22:27 main:574] : INFO : Epoch 1604 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 2650.75 ms [2022-04-01 15:22:30 main:574] : INFO : Epoch 1605 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 2663.93 ms [2022-04-01 15:22:32 main:574] : INFO : Epoch 1606 | loss: 0.0311763 | val_loss: 0.0311841 | Time: 2653.47 ms [2022-04-01 15:22:35 main:574] : INFO : Epoch 1607 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 2661.66 ms [2022-04-01 15:22:38 main:574] : INFO : Epoch 1608 | loss: 0.0311763 | val_loss: 0.0311831 | Time: 2642.19 ms [2022-04-01 15:22:40 main:574] : INFO : Epoch 1609 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 2653.24 ms [2022-04-01 15:22:43 main:574] : INFO : Epoch 1610 | loss: 0.0311771 | val_loss: 0.0311817 | Time: 2642.43 ms [2022-04-01 15:22:46 main:574] : INFO : Epoch 1611 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 2662.95 ms [2022-04-01 15:22:48 main:574] : INFO : Epoch 1612 | loss: 0.0311785 | val_loss: 0.0311867 | Time: 2650.88 ms [2022-04-01 15:22:51 main:574] : INFO : Epoch 1613 | loss: 0.0311776 | val_loss: 0.0311807 | Time: 2659.42 ms [2022-04-01 15:22:54 main:574] : INFO : Epoch 1614 | loss: 0.0311767 | val_loss: 0.031181 | Time: 2644.7 ms [2022-04-01 15:22:56 main:574] : INFO : Epoch 1615 | loss: 0.0311768 | val_loss: 0.0311847 | Time: 2664.54 ms [2022-04-01 15:22:59 main:574] : INFO : Epoch 1616 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 2648.44 ms [2022-04-01 15:23:02 main:574] : INFO : Epoch 1617 | loss: 0.0311753 | val_loss: 0.0311822 | Time: 2649.01 ms [2022-04-01 15:23:04 main:574] : INFO : Epoch 1618 | loss: 0.0311756 | val_loss: 0.0311813 | Time: 2655.1 ms [2022-04-01 15:23:07 main:574] : INFO : Epoch 1619 | loss: 0.0311747 | val_loss: 0.0311818 | Time: 2666.16 ms [2022-04-01 15:23:10 main:574] : INFO : Epoch 1620 | loss: 0.0311759 | val_loss: 0.0311842 | Time: 2666.81 ms [2022-04-01 15:23:12 main:574] : INFO : Epoch 1621 | loss: 0.0311761 | val_loss: 0.0311825 | Time: 2653.17 ms [2022-04-01 15:23:15 main:574] : INFO : Epoch 1622 | loss: 0.0311746 | val_loss: 0.0311813 | Time: 2652.25 ms [2022-04-01 15:23:18 main:574] : INFO : Epoch 1623 | loss: 0.0311752 | val_loss: 0.0311814 | Time: 2666.16 ms [2022-04-01 15:23:20 main:574] : INFO : Epoch 1624 | loss: 0.0311755 | val_loss: 0.0311838 | Time: 2655.19 ms [2022-04-01 15:23:23 main:574] : INFO : Epoch 1625 | loss: 0.0311745 | val_loss: 0.0311821 | Time: 2658.76 ms [2022-04-01 15:23:26 main:574] : INFO : Epoch 1626 | loss: 0.0311745 | val_loss: 0.0311816 | Time: 2648.83 ms [2022-04-01 15:23:28 main:574] : INFO : Epoch 1627 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 2664.01 ms [2022-04-01 15:23:31 main:574] : INFO : Epoch 1628 | loss: 0.0311753 | val_loss: 0.0311819 | Time: 2646.39 ms [2022-04-01 15:23:34 main:574] : INFO : Epoch 1629 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 2647.32 ms [2022-04-01 15:23:36 main:574] : INFO : Epoch 1630 | loss: 0.0311752 | val_loss: 0.0311826 | Time: 2644.97 ms [2022-04-01 15:23:39 main:574] : INFO : Epoch 1631 | loss: 0.031175 | val_loss: 0.0311819 | Time: 2658.63 ms [2022-04-01 15:23:42 main:574] : INFO : Epoch 1632 | loss: 0.0311747 | val_loss: 0.0311835 | Time: 2641.71 ms [2022-04-01 15:23:44 main:574] : INFO : Epoch 1633 | loss: 0.0311758 | val_loss: 0.0311864 | Time: 2645.45 ms [2022-04-01 15:23:47 main:574] : INFO : Epoch 1634 | loss: 0.0311789 | val_loss: 0.0311814 | Time: 2662.94 ms [2022-04-01 15:23:50 main:574] : INFO : Epoch 1635 | loss: 0.031175 | val_loss: 0.0311817 | Time: 2652.18 ms [2022-04-01 15:23:52 main:574] : INFO : Epoch 1636 | loss: 0.0311747 | val_loss: 0.0311837 | Time: 2650.61 ms [2022-04-01 15:23:55 main:574] : INFO : Epoch 1637 | loss: 0.0311769 | val_loss: 0.031182 | Time: 2655.05 ms [2022-04-01 15:23:57 main:574] : INFO : Epoch 1638 | loss: 0.0311746 | val_loss: 0.0311845 | Time: 2653.82 ms [2022-04-01 15:24:00 main:574] : INFO : Epoch 1639 | loss: 0.0311759 | val_loss: 0.0311827 | Time: 2662.25 ms [2022-04-01 15:24:03 main:574] : INFO : Epoch 1640 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 2650.43 ms [2022-04-01 15:24:05 main:574] : INFO : Epoch 1641 | loss: 0.0311757 | val_loss: 0.0311829 | Time: 2661.87 ms [2022-04-01 15:24:08 main:574] : INFO : Epoch 1642 | loss: 0.0311753 | val_loss: 0.0311831 | Time: 2658.34 ms [2022-04-01 15:24:11 main:574] : INFO : Epoch 1643 | loss: 0.0311755 | val_loss: 0.031184 | Time: 2658.5 ms [2022-04-01 15:24:13 main:574] : INFO : Epoch 1644 | loss: 0.0311763 | val_loss: 0.0311829 | Time: 2649.55 ms [2022-04-01 15:24:16 main:574] : INFO : Epoch 1645 | loss: 0.0311757 | val_loss: 0.0311855 | Time: 2659.34 ms [2022-04-01 15:24:19 main:574] : INFO : Epoch 1646 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 2670.01 ms [2022-04-01 15:24:21 main:574] : INFO : Epoch 1647 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 2653.37 ms [2022-04-01 15:24:24 main:574] : INFO : Epoch 1648 | loss: 0.0311755 | val_loss: 0.0311828 | Time: 2646.27 ms [2022-04-01 15:24:27 main:574] : INFO : Epoch 1649 | loss: 0.0311738 | val_loss: 0.0311824 | Time: 2647.07 ms [2022-04-01 15:24:29 main:574] : INFO : Epoch 1650 | loss: 0.0311755 | val_loss: 0.0311829 | Time: 2664.05 ms [2022-04-01 15:24:32 main:574] : INFO : Epoch 1651 | loss: 0.0311757 | val_loss: 0.0311829 | Time: 2641.37 ms [2022-04-01 15:24:35 main:574] : INFO : Epoch 1652 | loss: 0.0311772 | val_loss: 0.0311852 | Time: 2653.65 ms [2022-04-01 15:24:37 main:574] : INFO : Epoch 1653 | loss: 0.0311743 | val_loss: 0.0311849 | Time: 2641.37 ms [2022-04-01 15:24:40 main:574] : INFO : Epoch 1654 | loss: 0.0311729 | val_loss: 0.0311812 | Time: 2663.02 ms [2022-04-01 15:24:43 main:574] : INFO : Epoch 1655 | loss: 0.0311729 | val_loss: 0.0311818 | Time: 2653.32 ms [2022-04-01 15:24:45 main:574] : INFO : Epoch 1656 | loss: 0.0311734 | val_loss: 0.0311818 | Time: 2653.71 ms [2022-04-01 15:24:48 main:574] : INFO : Epoch 1657 | loss: 0.0311725 | val_loss: 0.0311814 | Time: 2648.44 ms [2022-04-01 15:24:51 main:574] : INFO : Epoch 1658 | loss: 0.031174 | val_loss: 0.0311821 | Time: 2660.36 ms [2022-04-01 15:24:53 main:574] : INFO : Epoch 1659 | loss: 0.0311752 | val_loss: 0.0311839 | Time: 2654.11 ms [2022-04-01 15:24:56 main:574] : INFO : Epoch 1660 | loss: 0.0311764 | val_loss: 0.0311834 | Time: 2656.37 ms [2022-04-01 15:24:59 main:574] : INFO : Epoch 1661 | loss: 0.0311759 | val_loss: 0.0311855 | Time: 2651.49 ms [2022-04-01 15:25:01 main:574] : INFO : Epoch 1662 | loss: 0.031174 | val_loss: 0.0311822 | Time: 2656.1 ms [2022-04-01 15:25:04 main:574] : INFO : Epoch 1663 | loss: 0.0311732 | val_loss: 0.031182 | Time: 2650.2 ms [2022-04-01 15:25:07 main:574] : INFO : Epoch 1664 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 2656.77 ms [2022-04-01 15:25:09 main:574] : INFO : Epoch 1665 | loss: 0.0311734 | val_loss: 0.0311847 | Time: 2652.05 ms [2022-04-01 15:25:12 main:574] : INFO : Epoch 1666 | loss: 0.0311749 | val_loss: 0.0311822 | Time: 2666.04 ms [2022-04-01 15:25:15 main:574] : INFO : Epoch 1667 | loss: 0.0311728 | val_loss: 0.0311834 | Time: 2652.72 ms [2022-04-01 15:25:17 main:574] : INFO : Epoch 1668 | loss: 0.0311729 | val_loss: 0.0311826 | Time: 2649.4 ms [2022-04-01 15:25:20 main:574] : INFO : Epoch 1669 | loss: 0.0311728 | val_loss: 0.0311845 | Time: 2669.4 ms [2022-04-01 15:25:23 main:574] : INFO : Epoch 1670 | loss: 0.0311733 | val_loss: 0.0311835 | Time: 2650.56 ms [2022-04-01 15:25:25 main:574] : INFO : Epoch 1671 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 2648.8 ms [2022-04-01 15:25:28 main:574] : INFO : Epoch 1672 | loss: 0.0311743 | val_loss: 0.0311849 | Time: 2659.25 ms [2022-04-01 15:25:31 main:574] : INFO : Epoch 1673 | loss: 0.0311742 | val_loss: 0.0311821 | Time: 2669.7 ms [2022-04-01 15:25:33 main:574] : INFO : Epoch 1674 | loss: 0.0311721 | val_loss: 0.0311843 | Time: 2656.47 ms [2022-04-01 15:25:36 main:574] : INFO : Epoch 1675 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 2660.36 ms [2022-04-01 15:25:38 main:574] : INFO : Epoch 1676 | loss: 0.0311722 | val_loss: 0.0311822 | Time: 2651.59 ms [2022-04-01 15:25:41 main:574] : INFO : Epoch 1677 | loss: 0.0311723 | val_loss: 0.0311823 | Time: 2668.2 ms [2022-04-01 15:25:44 main:574] : INFO : Epoch 1678 | loss: 0.0311724 | val_loss: 0.0311832 | Time: 2661.56 ms [2022-04-01 15:25:46 main:574] : INFO : Epoch 1679 | loss: 0.0311724 | val_loss: 0.0311827 | Time: 2655.91 ms [2022-04-01 15:25:49 main:574] : INFO : Epoch 1680 | loss: 0.0311741 | val_loss: 0.0311884 | Time: 2661.51 ms [2022-04-01 15:25:52 main:574] : INFO : Epoch 1681 | loss: 0.0311722 | val_loss: 0.0311824 | Time: 2671.86 ms [2022-04-01 15:25:54 main:574] : INFO : Epoch 1682 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 2660.56 ms [2022-04-01 15:25:57 main:574] : INFO : Epoch 1683 | loss: 0.0311716 | val_loss: 0.0311833 | Time: 2656.56 ms [2022-04-01 15:26:00 main:574] : INFO : Epoch 1684 | loss: 0.0311734 | val_loss: 0.0311871 | Time: 2648.77 ms [2022-04-01 15:26:02 main:574] : INFO : Epoch 1685 | loss: 0.031173 | val_loss: 0.0311824 | Time: 2664.77 ms [2022-04-01 15:26:05 main:574] : INFO : Epoch 1686 | loss: 0.0311733 | val_loss: 0.0311826 | Time: 2650.89 ms [2022-04-01 15:26:08 main:574] : INFO : Epoch 1687 | loss: 0.0311725 | val_loss: 0.031183 | Time: 2646.75 ms [2022-04-01 15:26:10 main:574] : INFO : Epoch 1688 | loss: 0.0311731 | val_loss: 0.0311824 | Time: 2655.53 ms [2022-04-01 15:26:13 main:574] : INFO : Epoch 1689 | loss: 0.0311726 | val_loss: 0.0311817 | Time: 2660.76 ms [2022-04-01 15:26:16 main:574] : INFO : Epoch 1690 | loss: 0.0311735 | val_loss: 0.0311828 | Time: 2648.57 ms [2022-04-01 15:26:18 main:574] : INFO : Epoch 1691 | loss: 0.0311725 | val_loss: 0.0311829 | Time: 2658.1 ms [2022-04-01 15:26:21 main:574] : INFO : Epoch 1692 | loss: 0.0311716 | val_loss: 0.031183 | Time: 2653.76 ms [2022-04-01 15:26:24 main:574] : INFO : Epoch 1693 | loss: 0.0311705 | val_loss: 0.0311834 | Time: 2675.15 ms [2022-04-01 15:26:26 main:574] : INFO : Epoch 1694 | loss: 0.0311715 | val_loss: 0.0311824 | Time: 2651.88 ms [2022-04-01 15:26:29 main:574] : INFO : Epoch 1695 | loss: 0.0311715 | val_loss: 0.0311824 | Time: 2654.11 ms [2022-04-01 15:26:32 main:574] : INFO : Epoch 1696 | loss: 0.0311719 | val_loss: 0.0311835 | Time: 2650.08 ms [2022-04-01 15:26:34 main:574] : INFO : Epoch 1697 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 2674.02 ms [2022-04-01 15:26:37 main:574] : INFO : Epoch 1698 | loss: 0.0311718 | val_loss: 0.0311828 | Time: 2640.06 ms [2022-04-01 15:26:40 main:574] : INFO : Epoch 1699 | loss: 0.0311721 | val_loss: 0.0311839 | Time: 2654.7 ms [2022-04-01 15:26:42 main:574] : INFO : Epoch 1700 | loss: 0.0311727 | val_loss: 0.0311834 | Time: 2665.56 ms [2022-04-01 15:26:45 main:574] : INFO : Epoch 1701 | loss: 0.0311725 | val_loss: 0.0311853 | Time: 2655.46 ms [2022-04-01 15:26:48 main:574] : INFO : Epoch 1702 | loss: 0.031173 | val_loss: 0.031186 | Time: 2646.18 ms [2022-04-01 15:26:50 main:574] : INFO : Epoch 1703 | loss: 0.0311733 | val_loss: 0.0311856 | Time: 2655.57 ms [2022-04-01 15:26:53 main:574] : INFO : Epoch 1704 | loss: 0.0311731 | val_loss: 0.0311842 | Time: 2666.33 ms [2022-04-01 15:26:56 main:574] : INFO : Epoch 1705 | loss: 0.0311725 | val_loss: 0.0311884 | Time: 2650.01 ms [2022-04-01 15:26:58 main:574] : INFO : Epoch 1706 | loss: 0.0311726 | val_loss: 0.0311849 | Time: 2657.43 ms [2022-04-01 15:27:01 main:574] : INFO : Epoch 1707 | loss: 0.0311724 | val_loss: 0.0311883 | Time: 2657.62 ms [2022-04-01 15:27:04 main:574] : INFO : Epoch 1708 | loss: 0.0311738 | val_loss: 0.0311847 | Time: 2673.81 ms [2022-04-01 15:27:06 main:574] : INFO : Epoch 1709 | loss: 0.0311721 | val_loss: 0.031186 | Time: 2647.81 ms [2022-04-01 15:27:09 main:574] : INFO : Epoch 1710 | loss: 0.0311719 | val_loss: 0.0311841 | Time: 2646.8 ms [2022-04-01 15:27:12 main:574] : INFO : Epoch 1711 | loss: 0.0311737 | val_loss: 0.0311838 | Time: 2655.86 ms [2022-04-01 15:27:14 main:574] : INFO : Epoch 1712 | loss: 0.031174 | val_loss: 0.031184 | Time: 2666.97 ms [2022-04-01 15:27:17 main:574] : INFO : Epoch 1713 | loss: 0.0311755 | val_loss: 0.0311887 | Time: 2659.23 ms [2022-04-01 15:27:20 main:574] : INFO : Epoch 1714 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 2667.71 ms [2022-04-01 15:27:22 main:574] : INFO : Epoch 1715 | loss: 0.031176 | val_loss: 0.0311834 | Time: 2668.56 ms [2022-04-01 15:27:25 main:574] : INFO : Epoch 1716 | loss: 0.0311742 | val_loss: 0.0311891 | Time: 2674.48 ms [2022-04-01 15:27:28 main:574] : INFO : Epoch 1717 | loss: 0.0311744 | val_loss: 0.0311887 | Time: 2661.46 ms [2022-04-01 15:27:30 main:574] : INFO : Epoch 1718 | loss: 0.0311739 | val_loss: 0.0311838 | Time: 2665.46 ms [2022-04-01 15:27:33 main:574] : INFO : Epoch 1719 | loss: 0.0311718 | val_loss: 0.0311839 | Time: 2652.25 ms [2022-04-01 15:27:36 main:574] : INFO : Epoch 1720 | loss: 0.0311741 | val_loss: 0.0311835 | Time: 2670.87 ms [2022-04-01 15:27:38 main:574] : INFO : Epoch 1721 | loss: 0.0311758 | val_loss: 0.0311852 | Time: 2656.94 ms [2022-04-01 15:27:41 main:574] : INFO : Epoch 1722 | loss: 0.0311747 | val_loss: 0.0311847 | Time: 2669.14 ms [2022-04-01 15:27:44 main:574] : INFO : Epoch 1723 | loss: 0.0311741 | val_loss: 0.0311869 | Time: 2681.72 ms [2022-04-01 15:27:46 main:574] : INFO : Epoch 1724 | loss: 0.0311749 | val_loss: 0.0311838 | Time: 2671.59 ms [2022-04-01 15:27:49 main:574] : INFO : Epoch 1725 | loss: 0.0311731 | val_loss: 0.0311853 | Time: 2654.39 ms [2022-04-01 15:27:52 main:574] : INFO : Epoch 1726 | loss: 0.0311744 | val_loss: 0.0311846 | Time: 2657.14 ms [2022-04-01 15:27:54 main:574] : INFO : Epoch 1727 | loss: 0.0311739 | val_loss: 0.0311832 | Time: 2654.98 ms [2022-04-01 15:27:57 main:574] : INFO : Epoch 1728 | loss: 0.0311727 | val_loss: 0.0311867 | Time: 2674.66 ms [2022-04-01 15:28:00 main:574] : INFO : Epoch 1729 | loss: 0.0311723 | val_loss: 0.031184 | Time: 2664.44 ms [2022-04-01 15:28:02 main:574] : INFO : Epoch 1730 | loss: 0.0311727 | val_loss: 0.0311846 | Time: 2653.09 ms [2022-04-01 15:28:05 main:574] : INFO : Epoch 1731 | loss: 0.0311753 | val_loss: 0.0311855 | Time: 2665.24 ms [2022-04-01 15:28:08 main:574] : INFO : Epoch 1732 | loss: 0.0311769 | val_loss: 0.0311838 | Time: 2668.87 ms [2022-04-01 15:28:10 main:574] : INFO : Epoch 1733 | loss: 0.0311721 | val_loss: 0.0311841 | Time: 2658.18 ms [2022-04-01 15:28:13 main:574] : INFO : Epoch 1734 | loss: 0.0311712 | val_loss: 0.0311834 | Time: 2654.69 ms [2022-04-01 15:28:16 main:574] : INFO : Epoch 1735 | loss: 0.0311718 | val_loss: 0.0311836 | Time: 2671.22 ms [2022-04-01 15:28:18 main:574] : INFO : Epoch 1736 | loss: 0.031172 | val_loss: 0.0311896 | Time: 2668.45 ms [2022-04-01 15:28:21 main:574] : INFO : Epoch 1737 | loss: 0.0311742 | val_loss: 0.0311862 | Time: 2653.44 ms [2022-04-01 15:28:24 main:574] : INFO : Epoch 1738 | loss: 0.0311726 | val_loss: 0.0311859 | Time: 2656.26 ms [2022-04-01 15:28:26 main:574] : INFO : Epoch 1739 | loss: 0.031174 | val_loss: 0.0311844 | Time: 2668.24 ms [2022-04-01 15:28:29 main:574] : INFO : Epoch 1740 | loss: 0.0311734 | val_loss: 0.0311835 | Time: 2653.41 ms [2022-04-01 15:28:32 main:574] : INFO : Epoch 1741 | loss: 0.0311729 | val_loss: 0.0311866 | Time: 2653.48 ms [2022-04-01 15:28:34 main:574] : INFO : Epoch 1742 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 2653.29 ms [2022-04-01 15:28:37 main:574] : INFO : Epoch 1743 | loss: 0.0311722 | val_loss: 0.0311854 | Time: 2666.04 ms [2022-04-01 15:28:40 main:574] : INFO : Epoch 1744 | loss: 0.0311733 | val_loss: 0.0311846 | Time: 2652.18 ms [2022-04-01 15:28:42 main:574] : INFO : Epoch 1745 | loss: 0.0311704 | val_loss: 0.0311851 | Time: 2646.29 ms [2022-04-01 15:28:45 main:574] : INFO : Epoch 1746 | loss: 0.0311724 | val_loss: 0.0311842 | Time: 2650.53 ms [2022-04-01 15:28:47 main:574] : INFO : Epoch 1747 | loss: 0.031171 | val_loss: 0.031185 | Time: 2648.77 ms [2022-04-01 15:28:50 main:574] : INFO : Epoch 1748 | loss: 0.0311708 | val_loss: 0.0311841 | Time: 2644.75 ms [2022-04-01 15:28:53 main:574] : INFO : Epoch 1749 | loss: 0.0311746 | val_loss: 0.031186 | Time: 2635.93 ms [2022-04-01 15:28:55 main:574] : INFO : Epoch 1750 | loss: 0.0311741 | val_loss: 0.0311908 | Time: 2685.33 ms [2022-04-01 15:28:58 main:574] : INFO : Epoch 1751 | loss: 0.0311722 | val_loss: 0.0311842 | Time: 2694.34 ms [2022-04-01 15:29:01 main:574] : INFO : Epoch 1752 | loss: 0.0311714 | val_loss: 0.0311876 | Time: 2657.31 ms [2022-04-01 15:29:03 main:574] : INFO : Epoch 1753 | loss: 0.0311724 | val_loss: 0.0311834 | Time: 2646.83 ms [2022-04-01 15:29:06 main:574] : INFO : Epoch 1754 | loss: 0.0311709 | val_loss: 0.0311839 | Time: 2646.89 ms [2022-04-01 15:29:09 main:574] : INFO : Epoch 1755 | loss: 0.0311723 | val_loss: 0.0311858 | Time: 2658.05 ms [2022-04-01 15:29:11 main:574] : INFO : Epoch 1756 | loss: 0.0311722 | val_loss: 0.0311836 | Time: 2655.86 ms [2022-04-01 15:29:14 main:574] : INFO : Epoch 1757 | loss: 0.031171 | val_loss: 0.0311844 | Time: 2651.68 ms [2022-04-01 15:29:17 main:574] : INFO : Epoch 1758 | loss: 0.031171 | val_loss: 0.0311826 | Time: 2688.37 ms [2022-04-01 15:29:19 main:574] : INFO : Epoch 1759 | loss: 0.0311715 | val_loss: 0.0311836 | Time: 2661.78 ms [2022-04-01 15:29:22 main:574] : INFO : Epoch 1760 | loss: 0.0311711 | val_loss: 0.0311829 | Time: 2651.56 ms [2022-04-01 15:29:25 main:574] : INFO : Epoch 1761 | loss: 0.0311712 | val_loss: 0.031184 | Time: 2650.01 ms [2022-04-01 15:29:27 main:574] : INFO : Epoch 1762 | loss: 0.0311704 | val_loss: 0.0311834 | Time: 2647.89 ms [2022-04-01 15:29:30 main:574] : INFO : Epoch 1763 | loss: 0.0311709 | val_loss: 0.0311855 | Time: 2649.08 ms [2022-04-01 15:29:33 main:574] : INFO : Epoch 1764 | loss: 0.0311719 | val_loss: 0.0311892 | Time: 2647.7 ms [2022-04-01 15:29:35 main:574] : INFO : Epoch 1765 | loss: 0.0311734 | val_loss: 0.0311824 | Time: 2645.61 ms [2022-04-01 15:29:38 main:574] : INFO : Epoch 1766 | loss: 0.0311711 | val_loss: 0.0311829 | Time: 2662.32 ms [2022-04-01 15:29:41 main:574] : INFO : Epoch 1767 | loss: 0.0311703 | val_loss: 0.0311895 | Time: 2656.12 ms [2022-04-01 15:29:43 main:574] : INFO : Epoch 1768 | loss: 0.0311711 | val_loss: 0.0311863 | Time: 2639.73 ms [2022-04-01 15:29:46 main:574] : INFO : Epoch 1769 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 2666.74 ms [2022-04-01 15:29:49 main:574] : INFO : Epoch 1770 | loss: 0.0311703 | val_loss: 0.0311832 | Time: 2656.71 ms [2022-04-01 15:29:51 main:574] : INFO : Epoch 1771 | loss: 0.0311697 | val_loss: 0.031184 | Time: 2646.59 ms [2022-04-01 15:29:54 main:574] : INFO : Epoch 1772 | loss: 0.0311706 | val_loss: 0.0311841 | Time: 2647.87 ms [2022-04-01 15:29:57 main:574] : INFO : Epoch 1773 | loss: 0.0311707 | val_loss: 0.0311859 | Time: 2694.66 ms [2022-04-01 15:29:59 main:574] : INFO : Epoch 1774 | loss: 0.0311718 | val_loss: 0.031185 | Time: 2690.45 ms [2022-04-01 15:30:02 main:574] : INFO : Epoch 1775 | loss: 0.0311716 | val_loss: 0.031188 | Time: 2691.7 ms [2022-04-01 15:30:05 main:574] : INFO : Epoch 1776 | loss: 0.0311718 | val_loss: 0.0311845 | Time: 2653.51 ms [2022-04-01 15:30:07 main:574] : INFO : Epoch 1777 | loss: 0.031172 | val_loss: 0.0311844 | Time: 2648.64 ms [2022-04-01 15:30:10 main:574] : INFO : Epoch 1778 | loss: 0.0311721 | val_loss: 0.0311829 | Time: 2664.14 ms [2022-04-01 15:30:13 main:574] : INFO : Epoch 1779 | loss: 0.0311728 | val_loss: 0.0311835 | Time: 2643.04 ms [2022-04-01 15:30:15 main:574] : INFO : Epoch 1780 | loss: 0.0311713 | val_loss: 0.0311833 | Time: 2650.15 ms [2022-04-01 15:30:18 main:574] : INFO : Epoch 1781 | loss: 0.0311737 | val_loss: 0.0311825 | Time: 2653.68 ms [2022-04-01 15:30:21 main:574] : INFO : Epoch 1782 | loss: 0.0311727 | val_loss: 0.0311837 | Time: 2660.28 ms [2022-04-01 15:30:23 main:574] : INFO : Epoch 1783 | loss: 0.031172 | val_loss: 0.0311827 | Time: 2646.83 ms [2022-04-01 15:30:26 main:574] : INFO : Epoch 1784 | loss: 0.0311728 | val_loss: 0.0311819 | Time: 2647 ms [2022-04-01 15:30:29 main:574] : INFO : Epoch 1785 | loss: 0.0311716 | val_loss: 0.0311843 | Time: 2651.65 ms [2022-04-01 15:30:31 main:574] : INFO : Epoch 1786 | loss: 0.0311731 | val_loss: 0.0311841 | Time: 2656.81 ms [2022-04-01 15:30:34 main:574] : INFO : Epoch 1787 | loss: 0.0311704 | val_loss: 0.0311826 | Time: 2652.91 ms [2022-04-01 15:30:37 main:574] : INFO : Epoch 1788 | loss: 0.0311703 | val_loss: 0.0311829 | Time: 2657.73 ms [2022-04-01 15:30:39 main:574] : INFO : Epoch 1789 | loss: 0.0311709 | val_loss: 0.0311843 | Time: 2655.64 ms [2022-04-01 15:30:42 main:574] : INFO : Epoch 1790 | loss: 0.031171 | val_loss: 0.0311841 | Time: 2659.52 ms [2022-04-01 15:30:45 main:574] : INFO : Epoch 1791 | loss: 0.0311696 | val_loss: 0.0311841 | Time: 2657.29 ms [2022-04-01 15:30:47 main:574] : INFO : Epoch 1792 | loss: 0.0311711 | val_loss: 0.0311919 | Time: 2649.56 ms [2022-04-01 15:30:50 main:574] : INFO : Epoch 1793 | loss: 0.0311724 | val_loss: 0.0311839 | Time: 2658.79 ms [2022-04-01 15:30:53 main:574] : INFO : Epoch 1794 | loss: 0.0311707 | val_loss: 0.0311854 | Time: 2663.39 ms [2022-04-01 15:30:55 main:574] : INFO : Epoch 1795 | loss: 0.0311729 | val_loss: 0.0311878 | Time: 2659.74 ms [2022-04-01 15:30:58 main:574] : INFO : Epoch 1796 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 2644.56 ms [2022-04-01 15:31:00 main:574] : INFO : Epoch 1797 | loss: 0.0311696 | val_loss: 0.0311837 | Time: 2662.85 ms [2022-04-01 15:31:03 main:574] : INFO : Epoch 1798 | loss: 0.0311705 | val_loss: 0.0311849 | Time: 2644.48 ms [2022-04-01 15:31:06 main:574] : INFO : Epoch 1799 | loss: 0.031179 | val_loss: 0.0311833 | Time: 2648.08 ms [2022-04-01 15:31:08 main:574] : INFO : Epoch 1800 | loss: 0.0311763 | val_loss: 0.0311825 | Time: 2644.47 ms [2022-04-01 15:31:11 main:574] : INFO : Epoch 1801 | loss: 0.0311761 | val_loss: 0.0311836 | Time: 2654.88 ms [2022-04-01 15:31:14 main:574] : INFO : Epoch 1802 | loss: 0.0311757 | val_loss: 0.0311826 | Time: 2643.68 ms [2022-04-01 15:31:16 main:574] : INFO : Epoch 1803 | loss: 0.0311743 | val_loss: 0.0311849 | Time: 2647.6 ms [2022-04-01 15:31:19 main:574] : INFO : Epoch 1804 | loss: 0.0311716 | val_loss: 0.0311833 | Time: 2644.85 ms [2022-04-01 15:31:22 main:574] : INFO : Epoch 1805 | loss: 0.0311718 | val_loss: 0.0311833 | Time: 2658.81 ms [2022-04-01 15:31:24 main:574] : INFO : Epoch 1806 | loss: 0.0311715 | val_loss: 0.0311834 | Time: 2653.09 ms [2022-04-01 15:31:27 main:574] : INFO : Epoch 1807 | loss: 0.0311726 | val_loss: 0.0311824 | Time: 2654.03 ms [2022-04-01 15:31:30 main:574] : INFO : Epoch 1808 | loss: 0.0311729 | val_loss: 0.0311853 | Time: 2645.48 ms [2022-04-01 15:31:32 main:574] : INFO : Epoch 1809 | loss: 0.0311716 | val_loss: 0.0311832 | Time: 2664.04 ms [2022-04-01 15:31:35 main:574] : INFO : Epoch 1810 | loss: 0.0311727 | val_loss: 0.0311845 | Time: 2648.69 ms [2022-04-01 15:31:38 main:574] : INFO : Epoch 1811 | loss: 0.0311707 | val_loss: 0.0311834 | Time: 2645.91 ms [2022-04-01 15:31:40 main:574] : INFO : Epoch 1812 | loss: 0.0311702 | val_loss: 0.0311839 | Time: 2651.46 ms [2022-04-01 15:31:43 main:574] : INFO : Epoch 1813 | loss: 0.0311699 | val_loss: 0.031183 | Time: 2650.98 ms [2022-04-01 15:31:46 main:574] : INFO : Epoch 1814 | loss: 0.0311705 | val_loss: 0.0311817 | Time: 2646.9 ms [2022-04-01 15:31:48 main:574] : INFO : Epoch 1815 | loss: 0.0311709 | val_loss: 0.0311891 | Time: 2651.14 ms [2022-04-01 15:31:51 main:574] : INFO : Epoch 1816 | loss: 0.0311718 | val_loss: 0.0311841 | Time: 2655.06 ms [2022-04-01 15:31:54 main:574] : INFO : Epoch 1817 | loss: 0.0311702 | val_loss: 0.031183 | Time: 2663.8 ms [2022-04-01 15:31:56 main:574] : INFO : Epoch 1818 | loss: 0.0311707 | val_loss: 0.0311828 | Time: 2656.84 ms [2022-04-01 15:31:59 main:574] : INFO : Epoch 1819 | loss: 0.0311728 | val_loss: 0.0311833 | Time: 2649.99 ms [2022-04-01 15:32:02 main:574] : INFO : Epoch 1820 | loss: 0.0311716 | val_loss: 0.0311834 | Time: 2648.02 ms [2022-04-01 15:32:04 main:574] : INFO : Epoch 1821 | loss: 0.0311723 | val_loss: 0.0311846 | Time: 2660 ms [2022-04-01 15:32:07 main:574] : INFO : Epoch 1822 | loss: 0.0311722 | val_loss: 0.0311844 | Time: 2643.75 ms [2022-04-01 15:32:09 main:574] : INFO : Epoch 1823 | loss: 0.0311709 | val_loss: 0.0311837 | Time: 2647.03 ms [2022-04-01 15:32:12 main:574] : INFO : Epoch 1824 | loss: 0.0311729 | val_loss: 0.0311868 | Time: 2644.29 ms [2022-04-01 15:32:15 main:574] : INFO : Epoch 1825 | loss: 0.0311753 | val_loss: 0.0311872 | Time: 2670.17 ms [2022-04-01 15:32:17 main:574] : INFO : Epoch 1826 | loss: 0.0311754 | val_loss: 0.0311871 | Time: 2648.86 ms [2022-04-01 15:32:20 main:574] : INFO : Epoch 1827 | loss: 0.0311731 | val_loss: 0.0311854 | Time: 2649.57 ms [2022-04-01 15:32:23 main:574] : INFO : Epoch 1828 | loss: 0.0311732 | val_loss: 0.0311851 | Time: 2647.07 ms [2022-04-01 15:32:25 main:574] : INFO : Epoch 1829 | loss: 0.0311739 | val_loss: 0.0311848 | Time: 2671.63 ms [2022-04-01 15:32:28 main:574] : INFO : Epoch 1830 | loss: 0.0311771 | val_loss: 0.0311877 | Time: 2650.06 ms [2022-04-01 15:32:31 main:574] : INFO : Epoch 1831 | loss: 0.031175 | val_loss: 0.0311836 | Time: 2650.52 ms [2022-04-01 15:32:33 main:574] : INFO : Epoch 1832 | loss: 0.0311736 | val_loss: 0.0311854 | Time: 2669.79 ms [2022-04-01 15:32:36 main:574] : INFO : Epoch 1833 | loss: 0.0311727 | val_loss: 0.0311873 | Time: 2653.55 ms [2022-04-01 15:32:39 main:574] : INFO : Epoch 1834 | loss: 0.0311731 | val_loss: 0.0311859 | Time: 2639.96 ms [2022-04-01 15:32:41 main:574] : INFO : Epoch 1835 | loss: 0.0311718 | val_loss: 0.0311842 | Time: 2648.2 ms [2022-04-01 15:32:44 main:574] : INFO : Epoch 1836 | loss: 0.0311718 | val_loss: 0.0311857 | Time: 2650.14 ms [2022-04-01 15:32:47 main:574] : INFO : Epoch 1837 | loss: 0.0311722 | val_loss: 0.0311851 | Time: 2644.56 ms [2022-04-01 15:32:49 main:574] : INFO : Epoch 1838 | loss: 0.0311739 | val_loss: 0.0311843 | Time: 2638.67 ms [2022-04-01 15:32:52 main:574] : INFO : Epoch 1839 | loss: 0.0311731 | val_loss: 0.0311857 | Time: 2648.28 ms [2022-04-01 15:32:55 main:574] : INFO : Epoch 1840 | loss: 0.0311718 | val_loss: 0.0311841 | Time: 2652.94 ms [2022-04-01 15:32:57 main:574] : INFO : Epoch 1841 | loss: 0.0311744 | val_loss: 0.0311868 | Time: 2646.94 ms [2022-04-01 15:33:00 main:574] : INFO : Epoch 1842 | loss: 0.0311728 | val_loss: 0.0311858 | Time: 2648.93 ms [2022-04-01 15:33:03 main:574] : INFO : Epoch 1843 | loss: 0.031174 | val_loss: 0.0311848 | Time: 2649.16 ms [2022-04-01 15:33:05 main:574] : INFO : Epoch 1844 | loss: 0.0311727 | val_loss: 0.0311901 | Time: 2657.73 ms [2022-04-01 15:33:08 main:574] : INFO : Epoch 1845 | loss: 0.0311735 | val_loss: 0.0311872 | Time: 2658.14 ms [2022-04-01 15:33:11 main:574] : INFO : Epoch 1846 | loss: 0.0311712 | val_loss: 0.0311861 | Time: 2647.84 ms [2022-04-01 15:33:13 main:574] : INFO : Epoch 1847 | loss: 0.031173 | val_loss: 0.0311871 | Time: 2645.41 ms [2022-04-01 15:33:16 main:574] : INFO : Epoch 1848 | loss: 0.0311712 | val_loss: 0.0311827 | Time: 2655.63 ms [2022-04-01 15:33:18 main:574] : INFO : Epoch 1849 | loss: 0.0311716 | val_loss: 0.0311841 | Time: 2651.11 ms [2022-04-01 15:33:21 main:574] : INFO : Epoch 1850 | loss: 0.0311717 | val_loss: 0.0311838 | Time: 2643.67 ms [2022-04-01 15:33:24 main:574] : INFO : Epoch 1851 | loss: 0.0311709 | val_loss: 0.0311853 | Time: 2648.63 ms [2022-04-01 15:33:26 main:574] : INFO : Epoch 1852 | loss: 0.0311712 | val_loss: 0.0311829 | Time: 2652.36 ms [2022-04-01 15:33:29 main:574] : INFO : Epoch 1853 | loss: 0.0311717 | val_loss: 0.0311878 | Time: 2648.88 ms [2022-04-01 15:33:32 main:574] : INFO : Epoch 1854 | loss: 0.031174 | val_loss: 0.031184 | Time: 2642.68 ms [2022-04-01 15:33:34 main:574] : INFO : Epoch 1855 | loss: 0.0311714 | val_loss: 0.0311833 | Time: 2640.2 ms [2022-04-01 15:33:37 main:574] : INFO : Epoch 1856 | loss: 0.031173 | val_loss: 0.0311882 | Time: 2656.14 ms [2022-04-01 15:33:40 main:574] : INFO : Epoch 1857 | loss: 0.0311711 | val_loss: 0.031188 | Time: 2645.01 ms [2022-04-01 15:33:42 main:574] : INFO : Epoch 1858 | loss: 0.0311725 | val_loss: 0.0311848 | Time: 2640.32 ms [2022-04-01 15:33:45 main:574] : INFO : Epoch 1859 | loss: 0.0311724 | val_loss: 0.031184 | Time: 2651.81 ms [2022-04-01 15:33:48 main:574] : INFO : Epoch 1860 | loss: 0.0311714 | val_loss: 0.0311844 | Time: 2657.19 ms [2022-04-01 15:33:50 main:574] : INFO : Epoch 1861 | loss: 0.0311715 | val_loss: 0.0311869 | Time: 2648.64 ms [2022-04-01 15:33:53 main:574] : INFO : Epoch 1862 | loss: 0.0311723 | val_loss: 0.0311853 | Time: 2647.19 ms [2022-04-01 15:33:56 main:574] : INFO : Epoch 1863 | loss: 0.0311713 | val_loss: 0.0311882 | Time: 2657.18 ms [2022-04-01 15:33:58 main:574] : INFO : Epoch 1864 | loss: 0.0311713 | val_loss: 0.0311868 | Time: 2650.45 ms [2022-04-01 15:34:01 main:574] : INFO : Epoch 1865 | loss: 0.0311716 | val_loss: 0.0311873 | Time: 2658.35 ms [2022-04-01 15:34:04 main:574] : INFO : Epoch 1866 | loss: 0.0311727 | val_loss: 0.0311857 | Time: 2640.45 ms [2022-04-01 15:34:06 main:574] : INFO : Epoch 1867 | loss: 0.0311702 | val_loss: 0.0311836 | Time: 2660.25 ms [2022-04-01 15:34:09 main:574] : INFO : Epoch 1868 | loss: 0.0311737 | val_loss: 0.0311861 | Time: 2654.83 ms [2022-04-01 15:34:12 main:574] : INFO : Epoch 1869 | loss: 0.031172 | val_loss: 0.0311834 | Time: 2647.43 ms [2022-04-01 15:34:14 main:574] : INFO : Epoch 1870 | loss: 0.0311742 | val_loss: 0.0311835 | Time: 2658.02 ms [2022-04-01 15:34:17 main:574] : INFO : Epoch 1871 | loss: 0.0311726 | val_loss: 0.0311884 | Time: 2659.5 ms [2022-04-01 15:34:20 main:574] : INFO : Epoch 1872 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 2654.54 ms [2022-04-01 15:34:22 main:574] : INFO : Epoch 1873 | loss: 0.0311732 | val_loss: 0.0311839 | Time: 2649.48 ms [2022-04-01 15:34:25 main:574] : INFO : Epoch 1874 | loss: 0.0311695 | val_loss: 0.0311828 | Time: 2642.45 ms [2022-04-01 15:34:27 main:574] : INFO : Epoch 1875 | loss: 0.031173 | val_loss: 0.0311877 | Time: 2665.31 ms [2022-04-01 15:34:30 main:574] : INFO : Epoch 1876 | loss: 0.0311718 | val_loss: 0.031186 | Time: 2640.65 ms [2022-04-01 15:34:33 main:574] : INFO : Epoch 1877 | loss: 0.0311703 | val_loss: 0.0311839 | Time: 2644.99 ms [2022-04-01 15:34:35 main:574] : INFO : Epoch 1878 | loss: 0.0311694 | val_loss: 0.031183 | Time: 2643.02 ms [2022-04-01 15:34:38 main:574] : INFO : Epoch 1879 | loss: 0.0311693 | val_loss: 0.031185 | Time: 2660.79 ms [2022-04-01 15:34:41 main:574] : INFO : Epoch 1880 | loss: 0.0311697 | val_loss: 0.0311843 | Time: 2646.34 ms [2022-04-01 15:34:43 main:574] : INFO : Epoch 1881 | loss: 0.03117 | val_loss: 0.0311852 | Time: 2639.64 ms [2022-04-01 15:34:46 main:574] : INFO : Epoch 1882 | loss: 0.0311707 | val_loss: 0.0311829 | Time: 2643.17 ms [2022-04-01 15:34:49 main:574] : INFO : Epoch 1883 | loss: 0.0311699 | val_loss: 0.0311846 | Time: 2649.13 ms [2022-04-01 15:34:51 main:574] : INFO : Epoch 1884 | loss: 0.0311708 | val_loss: 0.0311841 | Time: 2645.22 ms [2022-04-01 15:34:54 main:574] : INFO : Epoch 1885 | loss: 0.031171 | val_loss: 0.0311828 | Time: 2641.73 ms [2022-04-01 15:34:57 main:574] : INFO : Epoch 1886 | loss: 0.0311699 | val_loss: 0.0311842 | Time: 2648.34 ms [2022-04-01 15:34:59 main:574] : INFO : Epoch 1887 | loss: 0.03117 | val_loss: 0.031184 | Time: 2665.4 ms [2022-04-01 15:35:02 main:574] : INFO : Epoch 1888 | loss: 0.0311696 | val_loss: 0.0311827 | Time: 2644.88 ms [2022-04-01 15:35:05 main:574] : INFO : Epoch 1889 | loss: 0.0311697 | val_loss: 0.0311834 | Time: 2653.09 ms [2022-04-01 15:35:07 main:574] : INFO : Epoch 1890 | loss: 0.0311692 | val_loss: 0.0311849 | Time: 2646.21 ms [2022-04-01 15:35:10 main:574] : INFO : Epoch 1891 | loss: 0.0311687 | val_loss: 0.0311833 | Time: 2662.84 ms [2022-04-01 15:35:13 main:574] : INFO : Epoch 1892 | loss: 0.0311699 | val_loss: 0.0311848 | Time: 2633.96 ms [2022-04-01 15:35:15 main:574] : INFO : Epoch 1893 | loss: 0.0311701 | val_loss: 0.0311843 | Time: 2651.42 ms [2022-04-01 15:35:18 main:574] : INFO : Epoch 1894 | loss: 0.0311691 | val_loss: 0.0311835 | Time: 2647.95 ms [2022-04-01 15:35:21 main:574] : INFO : Epoch 1895 | loss: 0.0311683 | val_loss: 0.0311835 | Time: 2668.44 ms [2022-04-01 15:35:23 main:574] : INFO : Epoch 1896 | loss: 0.0311691 | val_loss: 0.0311841 | Time: 2639.08 ms [2022-04-01 15:35:26 main:574] : INFO : Epoch 1897 | loss: 0.0311688 | val_loss: 0.0311874 | Time: 2644.05 ms [2022-04-01 15:35:28 main:574] : INFO : Epoch 1898 | loss: 0.0311709 | val_loss: 0.0311896 | Time: 2641.83 ms [2022-04-01 15:35:31 main:574] : INFO : Epoch 1899 | loss: 0.0311706 | val_loss: 0.0311844 | Time: 2664.03 ms [2022-04-01 15:35:34 main:574] : INFO : Epoch 1900 | loss: 0.0311694 | val_loss: 0.0311832 | Time: 2653.57 ms [2022-04-01 15:35:36 main:574] : INFO : Epoch 1901 | loss: 0.0311703 | val_loss: 0.0311853 | Time: 2645.51 ms [2022-04-01 15:35:39 main:574] : INFO : Epoch 1902 | loss: 0.031171 | val_loss: 0.0311837 | Time: 2666.48 ms [2022-04-01 15:35:42 main:574] : INFO : Epoch 1903 | loss: 0.0312048 | val_loss: 0.0312097 | Time: 2659.19 ms [2022-04-01 15:35:44 main:574] : INFO : Epoch 1904 | loss: 0.0312043 | val_loss: 0.031202 | Time: 2650.86 ms [2022-04-01 15:35:47 main:574] : INFO : Epoch 1905 | loss: 0.0311986 | val_loss: 0.0312032 | Time: 2644.13 ms [2022-04-01 15:35:50 main:574] : INFO : Epoch 1906 | loss: 0.0311933 | val_loss: 0.0311939 | Time: 2666.81 ms [2022-04-01 15:35:52 main:574] : INFO : Epoch 1907 | loss: 0.0311908 | val_loss: 0.0311929 | Time: 2655.05 ms [2022-04-01 15:35:55 main:574] : INFO : Epoch 1908 | loss: 0.031189 | val_loss: 0.0311914 | Time: 2650.47 ms [2022-04-01 15:35:58 main:574] : INFO : Epoch 1909 | loss: 0.0311886 | val_loss: 0.0311931 | Time: 2652.97 ms [2022-04-01 15:36:00 main:574] : INFO : Epoch 1910 | loss: 0.0311873 | val_loss: 0.0311909 | Time: 2665.51 ms [2022-04-01 15:36:03 main:574] : INFO : Epoch 1911 | loss: 0.0311873 | val_loss: 0.0311923 | Time: 2644.19 ms [2022-04-01 15:36:06 main:574] : INFO : Epoch 1912 | loss: 0.0311862 | val_loss: 0.0311916 | Time: 2649.22 ms [2022-04-01 15:36:08 main:574] : INFO : Epoch 1913 | loss: 0.0311851 | val_loss: 0.0311899 | Time: 2641.92 ms [2022-04-01 15:36:11 main:574] : INFO : Epoch 1914 | loss: 0.0311843 | val_loss: 0.0311891 | Time: 2671.23 ms [2022-04-01 15:36:14 main:574] : INFO : Epoch 1915 | loss: 0.0311843 | val_loss: 0.0311891 | Time: 2648.28 ms [2022-04-01 15:36:16 main:574] : INFO : Epoch 1916 | loss: 0.0311841 | val_loss: 0.0311893 | Time: 2660.58 ms [2022-04-01 15:36:19 main:574] : INFO : Epoch 1917 | loss: 0.0311838 | val_loss: 0.0311899 | Time: 2661 ms [2022-04-01 15:36:22 main:574] : INFO : Epoch 1918 | loss: 0.031183 | val_loss: 0.0311879 | Time: 2668.92 ms [2022-04-01 15:36:24 main:574] : INFO : Epoch 1919 | loss: 0.0311837 | val_loss: 0.0311909 | Time: 2665.87 ms [2022-04-01 15:36:27 main:574] : INFO : Epoch 1920 | loss: 0.0311831 | val_loss: 0.0311893 | Time: 2673.76 ms [2022-04-01 15:36:30 main:574] : INFO : Epoch 1921 | loss: 0.0311827 | val_loss: 0.0311906 | Time: 2663.95 ms [2022-04-01 15:36:32 main:574] : INFO : Epoch 1922 | loss: 0.0311832 | val_loss: 0.0311923 | Time: 2669.78 ms [2022-04-01 15:36:35 main:574] : INFO : Epoch 1923 | loss: 0.0311845 | val_loss: 0.0311922 | Time: 2648.94 ms [2022-04-01 15:36:38 main:574] : INFO : Epoch 1924 | loss: 0.0311826 | val_loss: 0.0311905 | Time: 2656.6 ms [2022-04-01 15:36:40 main:574] : INFO : Epoch 1925 | loss: 0.0311829 | val_loss: 0.0311902 | Time: 2648.77 ms [2022-04-01 15:36:43 main:574] : INFO : Epoch 1926 | loss: 0.031183 | val_loss: 0.0311883 | Time: 2663.23 ms [2022-04-01 15:36:46 main:574] : INFO : Epoch 1927 | loss: 0.0311811 | val_loss: 0.0311885 | Time: 2648.1 ms [2022-04-01 15:36:48 main:574] : INFO : Epoch 1928 | loss: 0.0311806 | val_loss: 0.0311891 | Time: 2660.95 ms [2022-04-01 15:36:51 main:574] : INFO : Epoch 1929 | loss: 0.0311809 | val_loss: 0.0311893 | Time: 2654.92 ms [2022-04-01 15:36:54 main:574] : INFO : Epoch 1930 | loss: 0.0311828 | val_loss: 0.0311939 | Time: 2656.37 ms [2022-04-01 15:36:56 main:574] : INFO : Epoch 1931 | loss: 0.0311843 | val_loss: 0.0311893 | Time: 2647.71 ms [2022-04-01 15:36:59 main:574] : INFO : Epoch 1932 | loss: 0.0311814 | val_loss: 0.0311903 | Time: 2646.51 ms [2022-04-01 15:37:02 main:574] : INFO : Epoch 1933 | loss: 0.0311824 | val_loss: 0.0311908 | Time: 2659.2 ms [2022-04-01 15:37:04 main:574] : INFO : Epoch 1934 | loss: 0.0311821 | val_loss: 0.03119 | Time: 2672.1 ms [2022-04-01 15:37:07 main:574] : INFO : Epoch 1935 | loss: 0.0311808 | val_loss: 0.0311903 | Time: 2653.89 ms [2022-04-01 15:37:09 main:574] : INFO : Epoch 1936 | loss: 0.0311837 | val_loss: 0.0311982 | Time: 2652.54 ms [2022-04-01 15:37:12 main:574] : INFO : Epoch 1937 | loss: 0.0311812 | val_loss: 0.0311878 | Time: 2666.52 ms [2022-04-01 15:37:15 main:574] : INFO : Epoch 1938 | loss: 0.0311798 | val_loss: 0.0311876 | Time: 2656.5 ms [2022-04-01 15:37:17 main:574] : INFO : Epoch 1939 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 2658.46 ms [2022-04-01 15:37:20 main:574] : INFO : Epoch 1940 | loss: 0.0311794 | val_loss: 0.0311876 | Time: 2662.42 ms [2022-04-01 15:37:23 main:574] : INFO : Epoch 1941 | loss: 0.0311792 | val_loss: 0.0311886 | Time: 2666.25 ms [2022-04-01 15:37:25 main:574] : INFO : Epoch 1942 | loss: 0.0311786 | val_loss: 0.0311884 | Time: 2660.48 ms [2022-04-01 15:37:28 main:574] : INFO : Epoch 1943 | loss: 0.0311783 | val_loss: 0.0311892 | Time: 2655.45 ms [2022-04-01 15:37:31 main:574] : INFO : Epoch 1944 | loss: 0.0311795 | val_loss: 0.0311891 | Time: 2653.17 ms [2022-04-01 15:37:33 main:574] : INFO : Epoch 1945 | loss: 0.0311787 | val_loss: 0.0311885 | Time: 2677.13 ms [2022-04-01 15:37:36 main:574] : INFO : Epoch 1946 | loss: 0.0311784 | val_loss: 0.0311898 | Time: 2644.24 ms [2022-04-01 15:37:39 main:574] : INFO : Epoch 1947 | loss: 0.0311782 | val_loss: 0.0311899 | Time: 2664.11 ms [2022-04-01 15:37:41 main:574] : INFO : Epoch 1948 | loss: 0.0311806 | val_loss: 0.0311884 | Time: 2652.68 ms [2022-04-01 15:37:44 main:574] : INFO : Epoch 1949 | loss: 0.0311786 | val_loss: 0.0311887 | Time: 2667.75 ms [2022-04-01 15:37:47 main:574] : INFO : Epoch 1950 | loss: 0.0311782 | val_loss: 0.031188 | Time: 2653.32 ms [2022-04-01 15:37:49 main:574] : INFO : Epoch 1951 | loss: 0.0311783 | val_loss: 0.0311877 | Time: 2655.44 ms [2022-04-01 15:37:52 main:574] : INFO : Epoch 1952 | loss: 0.0311796 | val_loss: 0.0311922 | Time: 2648.43 ms [2022-04-01 15:37:55 main:574] : INFO : Epoch 1953 | loss: 0.0311788 | val_loss: 0.0311889 | Time: 2680.92 ms [2022-04-01 15:37:57 main:574] : INFO : Epoch 1954 | loss: 0.0311787 | val_loss: 0.0311873 | Time: 2658.86 ms [2022-04-01 15:38:00 main:574] : INFO : Epoch 1955 | loss: 0.0311794 | val_loss: 0.0311919 | Time: 2656.69 ms [2022-04-01 15:38:03 main:574] : INFO : Epoch 1956 | loss: 0.0311828 | val_loss: 0.0311874 | Time: 2649.67 ms [2022-04-01 15:38:05 main:574] : INFO : Epoch 1957 | loss: 0.0311783 | val_loss: 0.0311921 | Time: 2665.82 ms [2022-04-01 15:38:08 main:574] : INFO : Epoch 1958 | loss: 0.031178 | val_loss: 0.0311877 | Time: 2645.99 ms [2022-04-01 15:38:11 main:574] : INFO : Epoch 1959 | loss: 0.0311778 | val_loss: 0.0311895 | Time: 2655.43 ms [2022-04-01 15:38:13 main:574] : INFO : Epoch 1960 | loss: 0.0311796 | val_loss: 0.0311906 | Time: 2640.37 ms [2022-04-01 15:38:16 main:574] : INFO : Epoch 1961 | loss: 0.031178 | val_loss: 0.0311892 | Time: 2673.41 ms [2022-04-01 15:38:19 main:574] : INFO : Epoch 1962 | loss: 0.0311781 | val_loss: 0.0311876 | Time: 2657.88 ms [2022-04-01 15:38:21 main:574] : INFO : Epoch 1963 | loss: 0.0311773 | val_loss: 0.031189 | Time: 2657.74 ms [2022-04-01 15:38:24 main:574] : INFO : Epoch 1964 | loss: 0.0311779 | val_loss: 0.0311904 | Time: 2657.04 ms [2022-04-01 15:38:27 main:574] : INFO : Epoch 1965 | loss: 0.0311788 | val_loss: 0.0311895 | Time: 2673.62 ms [2022-04-01 15:38:29 main:574] : INFO : Epoch 1966 | loss: 0.031178 | val_loss: 0.0311894 | Time: 2659 ms [2022-04-01 15:38:32 main:574] : INFO : Epoch 1967 | loss: 0.0311771 | val_loss: 0.0311884 | Time: 2652.55 ms [2022-04-01 15:38:35 main:574] : INFO : Epoch 1968 | loss: 0.0311778 | val_loss: 0.0311896 | Time: 2662.51 ms [2022-04-01 15:38:37 main:574] : INFO : Epoch 1969 | loss: 0.03118 | val_loss: 0.0311888 | Time: 2642.45 ms [2022-04-01 15:38:40 main:574] : INFO : Epoch 1970 | loss: 0.0311777 | val_loss: 0.0311873 | Time: 2650.07 ms [2022-04-01 15:38:43 main:574] : INFO : Epoch 1971 | loss: 0.0311793 | val_loss: 0.0311892 | Time: 2641.82 ms [2022-04-01 15:38:45 main:574] : INFO : Epoch 1972 | loss: 0.0311794 | val_loss: 0.0311918 | Time: 2652.84 ms [2022-04-01 15:38:48 main:574] : INFO : Epoch 1973 | loss: 0.0311819 | val_loss: 0.0311909 | Time: 2642.76 ms [2022-04-01 15:38:51 main:574] : INFO : Epoch 1974 | loss: 0.0311779 | val_loss: 0.0311922 | Time: 2635.77 ms [2022-04-01 15:38:53 main:574] : INFO : Epoch 1975 | loss: 0.0311787 | val_loss: 0.0311986 | Time: 2638.37 ms [2022-04-01 15:38:56 main:574] : INFO : Epoch 1976 | loss: 0.0311803 | val_loss: 0.031194 | Time: 2653.69 ms [2022-04-01 15:38:58 main:574] : INFO : Epoch 1977 | loss: 0.0311788 | val_loss: 0.0311893 | Time: 2640.87 ms [2022-04-01 15:39:01 main:574] : INFO : Epoch 1978 | loss: 0.031177 | val_loss: 0.0311881 | Time: 2655.51 ms [2022-04-01 15:39:04 main:574] : INFO : Epoch 1979 | loss: 0.0311775 | val_loss: 0.0311889 | Time: 2641.35 ms [2022-04-01 15:39:06 main:574] : INFO : Epoch 1980 | loss: 0.0311778 | val_loss: 0.0311888 | Time: 2665.71 ms [2022-04-01 15:39:09 main:574] : INFO : Epoch 1981 | loss: 0.0311824 | val_loss: 0.0311891 | Time: 2641.3 ms [2022-04-01 15:39:12 main:574] : INFO : Epoch 1982 | loss: 0.0311831 | val_loss: 0.0311937 | Time: 2647.71 ms [2022-04-01 15:39:14 main:574] : INFO : Epoch 1983 | loss: 0.031178 | val_loss: 0.0311889 | Time: 2648.59 ms [2022-04-01 15:39:17 main:574] : INFO : Epoch 1984 | loss: 0.0311795 | val_loss: 0.0311926 | Time: 2659.23 ms [2022-04-01 15:39:20 main:574] : INFO : Epoch 1985 | loss: 0.0311791 | val_loss: 0.0311962 | Time: 2651.37 ms [2022-04-01 15:39:22 main:574] : INFO : Epoch 1986 | loss: 0.0311807 | val_loss: 0.0311965 | Time: 2654.8 ms [2022-04-01 15:39:25 main:574] : INFO : Epoch 1987 | loss: 0.031177 | val_loss: 0.0311882 | Time: 2653.32 ms [2022-04-01 15:39:28 main:574] : INFO : Epoch 1988 | loss: 0.0311811 | val_loss: 0.031191 | Time: 2654.1 ms [2022-04-01 15:39:30 main:574] : INFO : Epoch 1989 | loss: 0.0311821 | val_loss: 0.0311913 | Time: 2647.8 ms [2022-04-01 15:39:33 main:574] : INFO : Epoch 1990 | loss: 0.0311814 | val_loss: 0.0311888 | Time: 2635.46 ms [2022-04-01 15:39:36 main:574] : INFO : Epoch 1991 | loss: 0.0311801 | val_loss: 0.0311873 | Time: 2655.04 ms [2022-04-01 15:39:38 main:574] : INFO : Epoch 1992 | loss: 0.0311801 | val_loss: 0.0311871 | Time: 2653 ms [2022-04-01 15:39:41 main:574] : INFO : Epoch 1993 | loss: 0.0311784 | val_loss: 0.0311877 | Time: 2647.73 ms [2022-04-01 15:39:44 main:574] : INFO : Epoch 1994 | loss: 0.0311783 | val_loss: 0.0311876 | Time: 2641.56 ms [2022-04-01 15:39:46 main:574] : INFO : Epoch 1995 | loss: 0.0311774 | val_loss: 0.0311883 | Time: 2648.76 ms [2022-04-01 15:39:49 main:574] : INFO : Epoch 1996 | loss: 0.0311793 | val_loss: 0.0311876 | Time: 2656.93 ms [2022-04-01 15:39:52 main:574] : INFO : Epoch 1997 | loss: 0.031177 | val_loss: 0.0311882 | Time: 2650.8 ms [2022-04-01 15:39:54 main:574] : INFO : Epoch 1998 | loss: 0.0311778 | val_loss: 0.0311898 | Time: 2652.86 ms [2022-04-01 15:39:57 main:574] : INFO : Epoch 1999 | loss: 0.0311772 | val_loss: 0.0311865 | Time: 2651.34 ms [2022-04-01 15:40:00 main:574] : INFO : Epoch 2000 | loss: 0.0311795 | val_loss: 0.0311943 | Time: 2672.13 ms [2022-04-01 15:40:02 main:574] : INFO : Epoch 2001 | loss: 0.0311785 | val_loss: 0.0311877 | Time: 2661.7 ms [2022-04-01 15:40:05 main:574] : INFO : Epoch 2002 | loss: 0.0311773 | val_loss: 0.0311894 | Time: 2642.72 ms [2022-04-01 15:40:08 main:574] : INFO : Epoch 2003 | loss: 0.0311817 | val_loss: 0.0311907 | Time: 2661.49 ms [2022-04-01 15:40:10 main:574] : INFO : Epoch 2004 | loss: 0.0311789 | val_loss: 0.031187 | Time: 2656.71 ms [2022-04-01 15:40:13 main:574] : INFO : Epoch 2005 | loss: 0.0311773 | val_loss: 0.031187 | Time: 2643.88 ms [2022-04-01 15:40:15 main:574] : INFO : Epoch 2006 | loss: 0.031178 | val_loss: 0.0311865 | Time: 2648.1 ms [2022-04-01 15:40:18 main:574] : INFO : Epoch 2007 | loss: 0.031179 | val_loss: 0.0311875 | Time: 2657.31 ms [2022-04-01 15:40:21 main:574] : INFO : Epoch 2008 | loss: 0.0311771 | val_loss: 0.0311895 | Time: 2648.47 ms [2022-04-01 15:40:23 main:574] : INFO : Epoch 2009 | loss: 0.0311775 | val_loss: 0.0311884 | Time: 2646.11 ms [2022-04-01 15:40:26 main:574] : INFO : Epoch 2010 | loss: 0.0311778 | val_loss: 0.0311879 | Time: 2639.32 ms [2022-04-01 15:40:29 main:574] : INFO : Epoch 2011 | loss: 0.0311768 | val_loss: 0.0311899 | Time: 2648.91 ms [2022-04-01 15:40:31 main:574] : INFO : Epoch 2012 | loss: 0.0311796 | val_loss: 0.0311941 | Time: 2657.7 ms [2022-04-01 15:40:34 main:574] : INFO : Epoch 2013 | loss: 0.031177 | val_loss: 0.0311873 | Time: 2645.89 ms [2022-04-01 15:40:37 main:574] : INFO : Epoch 2014 | loss: 0.0311784 | val_loss: 0.0311912 | Time: 2645.23 ms [2022-04-01 15:40:39 main:574] : INFO : Epoch 2015 | loss: 0.0311777 | val_loss: 0.0311894 | Time: 2657.94 ms [2022-04-01 15:40:42 main:574] : INFO : Epoch 2016 | loss: 0.0311766 | val_loss: 0.0311888 | Time: 2656.15 ms [2022-04-01 15:40:45 main:574] : INFO : Epoch 2017 | loss: 0.0311762 | val_loss: 0.0311885 | Time: 2651.5 ms [2022-04-01 15:40:47 main:574] : INFO : Epoch 2018 | loss: 0.0311755 | val_loss: 0.0311879 | Time: 2644.99 ms [2022-04-01 15:40:50 main:574] : INFO : Epoch 2019 | loss: 0.0311754 | val_loss: 0.0311909 | Time: 2670.88 ms [2022-04-01 15:40:53 main:574] : INFO : Epoch 2020 | loss: 0.0311763 | val_loss: 0.0311896 | Time: 2644.29 ms [2022-04-01 15:40:55 main:574] : INFO : Epoch 2021 | loss: 0.0311761 | val_loss: 0.0311881 | Time: 2660.65 ms [2022-04-01 15:40:58 main:574] : INFO : Epoch 2022 | loss: 0.0311765 | val_loss: 0.0311881 | Time: 2644.48 ms [2022-04-01 15:41:01 main:574] : INFO : Epoch 2023 | loss: 0.0311801 | val_loss: 0.031187 | Time: 2659.73 ms [2022-04-01 15:41:03 main:574] : INFO : Epoch 2024 | loss: 0.0311757 | val_loss: 0.0311869 | Time: 2647.03 ms [2022-04-01 15:41:06 main:574] : INFO : Epoch 2025 | loss: 0.0311755 | val_loss: 0.0311887 | Time: 2647.8 ms [2022-04-01 15:41:09 main:574] : INFO : Epoch 2026 | loss: 0.0311769 | val_loss: 0.0311884 | Time: 2645.8 ms [2022-04-01 15:41:11 main:574] : INFO : Epoch 2027 | loss: 0.031176 | val_loss: 0.031188 | Time: 2658.75 ms [2022-04-01 15:41:14 main:574] : INFO : Epoch 2028 | loss: 0.0311751 | val_loss: 0.0311901 | Time: 2643.96 ms [2022-04-01 15:41:16 main:574] : INFO : Epoch 2029 | loss: 0.0311764 | val_loss: 0.0311943 | Time: 2650.84 ms [2022-04-01 15:41:19 main:574] : INFO : Epoch 2030 | loss: 0.0311774 | val_loss: 0.0311898 | Time: 2641.16 ms [2022-04-01 15:41:22 main:574] : INFO : Epoch 2031 | loss: 0.0311768 | val_loss: 0.0311898 | Time: 2660.55 ms [2022-04-01 15:41:24 main:574] : INFO : Epoch 2032 | loss: 0.0311766 | val_loss: 0.0311878 | Time: 2639.78 ms [2022-04-01 15:41:27 main:574] : INFO : Epoch 2033 | loss: 0.0311756 | val_loss: 0.031188 | Time: 2642.44 ms [2022-04-01 15:41:30 main:574] : INFO : Epoch 2034 | loss: 0.0311751 | val_loss: 0.0311879 | Time: 2637.32 ms [2022-04-01 15:41:32 main:574] : INFO : Epoch 2035 | loss: 0.0311757 | val_loss: 0.0311883 | Time: 2666.98 ms [2022-04-01 15:41:35 main:574] : INFO : Epoch 2036 | loss: 0.0311759 | val_loss: 0.0311878 | Time: 2653.23 ms [2022-04-01 15:41:38 main:574] : INFO : Epoch 2037 | loss: 0.0311746 | val_loss: 0.0311911 | Time: 2655.34 ms [2022-04-01 15:41:40 main:574] : INFO : Epoch 2038 | loss: 0.0311796 | val_loss: 0.0311878 | Time: 2648.61 ms [2022-04-01 15:41:43 main:574] : INFO : Epoch 2039 | loss: 0.0311795 | val_loss: 0.031187 | Time: 2664.53 ms [2022-04-01 15:41:46 main:574] : INFO : Epoch 2040 | loss: 0.0311792 | val_loss: 0.031187 | Time: 2650.12 ms [2022-04-01 15:41:48 main:574] : INFO : Epoch 2041 | loss: 0.0311787 | val_loss: 0.0311873 | Time: 2655.89 ms [2022-04-01 15:41:51 main:574] : INFO : Epoch 2042 | loss: 0.0311785 | val_loss: 0.0311912 | Time: 2657.66 ms [2022-04-01 15:41:54 main:574] : INFO : Epoch 2043 | loss: 0.0311829 | val_loss: 0.031189 | Time: 2658.17 ms [2022-04-01 15:41:56 main:574] : INFO : Epoch 2044 | loss: 0.0311793 | val_loss: 0.031187 | Time: 2639.61 ms [2022-04-01 15:41:59 main:574] : INFO : Epoch 2045 | loss: 0.0311766 | val_loss: 0.0311873 | Time: 2649.95 ms [2022-04-01 15:42:02 main:574] : INFO : Epoch 2046 | loss: 0.0311762 | val_loss: 0.0311881 | Time: 2657.09 ms [2022-04-01 15:42:04 main:574] : INFO : Epoch 2047 | loss: 0.0311778 | val_loss: 0.0311951 | Time: 2644.48 ms [2022-04-01 15:42:07 main:574] : INFO : Epoch 2048 | loss: 0.031179 | val_loss: 0.031189 | Time: 2635.66 ms [2022-04-01 15:42:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031189 [2022-04-01 15:42:07 main:603] : INFO : Saving end state to config to file [2022-04-01 15:42:07 main:608] : INFO : Success, exiting.. 15:42:07 (6952): 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)