Task 13806463
| Name | ParityModified-1647043238-10533-2-0_0 |
| Workunit | 10889890 |
| Created | 26 Mar 2022, 15:57:10 UTC |
| Sent | 1 Apr 2022, 2:45:58 UTC |
| Report deadline | 9 Apr 2022, 2:45:58 UTC |
| Received | 1 Apr 2022, 5:08:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 2 hours 6 min 40 sec |
| CPU time | 2 hours 6 min 11 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 | 2.88 GB |
| Peak swap size | 4.77 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ms [2022-03-31 21:33:53 main:574] : INFO : Epoch 1542 | loss: 0.0311832 | val_loss: 0.0311851 | Time: 2901.37 ms [2022-03-31 21:33:56 main:574] : INFO : Epoch 1543 | loss: 0.0311842 | val_loss: 0.0311865 | Time: 2953.41 ms [2022-03-31 21:33:59 main:574] : INFO : Epoch 1544 | loss: 0.0311858 | val_loss: 0.0311889 | Time: 2886.2 ms [2022-03-31 21:34:02 main:574] : INFO : Epoch 1545 | loss: 0.0311876 | val_loss: 0.031187 | Time: 2891.64 ms [2022-03-31 21:34:05 main:574] : INFO : Epoch 1546 | loss: 0.031187 | val_loss: 0.0311852 | Time: 2921.25 ms [2022-03-31 21:34:08 main:574] : INFO : Epoch 1547 | loss: 0.0311902 | val_loss: 0.0311888 | Time: 2878.96 ms [2022-03-31 21:34:11 main:574] : INFO : Epoch 1548 | loss: 0.031188 | val_loss: 0.031187 | Time: 2943.44 ms [2022-03-31 21:34:14 main:574] : INFO : Epoch 1549 | loss: 0.0311846 | val_loss: 0.0311845 | Time: 2914.38 ms [2022-03-31 21:34:16 main:574] : INFO : Epoch 1550 | loss: 0.031185 | val_loss: 0.0311879 | Time: 2850 ms [2022-03-31 21:34:19 main:574] : INFO : Epoch 1551 | loss: 0.0311834 | val_loss: 0.0311907 | Time: 2872.67 ms [2022-03-31 21:34:22 main:574] : INFO : Epoch 1552 | loss: 0.031183 | val_loss: 0.0311865 | Time: 2908.92 ms [2022-03-31 21:34:25 main:574] : INFO : Epoch 1553 | loss: 0.0311863 | val_loss: 0.0311883 | Time: 2948.98 ms [2022-03-31 21:34:28 main:574] : INFO : Epoch 1554 | loss: 0.0311861 | val_loss: 0.0312022 | Time: 2882.72 ms [2022-03-31 21:34:31 main:574] : INFO : Epoch 1555 | loss: 0.0311872 | val_loss: 0.0311865 | Time: 2952.58 ms [2022-03-31 21:34:34 main:574] : INFO : Epoch 1556 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 2930.95 ms [2022-03-31 21:34:37 main:574] : INFO : Epoch 1557 | loss: 0.0311862 | val_loss: 0.031187 | Time: 2882.41 ms [2022-03-31 21:34:40 main:574] : INFO : Epoch 1558 | loss: 0.0311835 | val_loss: 0.0311868 | Time: 2921.67 ms [2022-03-31 21:34:43 main:574] : INFO : Epoch 1559 | loss: 0.0311832 | val_loss: 0.0311853 | Time: 3006.47 ms [2022-03-31 21:34:46 main:574] : INFO : Epoch 1560 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 2904.49 ms [2022-03-31 21:34:49 main:574] : INFO : Epoch 1561 | loss: 0.0311825 | val_loss: 0.031186 | Time: 2898.86 ms [2022-03-31 21:34:51 main:574] : INFO : Epoch 1562 | loss: 0.0311826 | val_loss: 0.0311872 | Time: 2828.33 ms [2022-03-31 21:34:54 main:574] : INFO : Epoch 1563 | loss: 0.0311828 | val_loss: 0.0311862 | Time: 2872.67 ms [2022-03-31 21:34:57 main:574] : INFO : Epoch 1564 | loss: 0.0311833 | val_loss: 0.0311853 | Time: 2962.96 ms [2022-03-31 21:35:00 main:574] : INFO : Epoch 1565 | loss: 0.0311818 | val_loss: 0.0311865 | Time: 2890.68 ms [2022-03-31 21:35:03 main:574] : INFO : Epoch 1566 | loss: 0.0311842 | val_loss: 0.0311873 | Time: 2907.03 ms [2022-03-31 21:35:06 main:574] : INFO : Epoch 1567 | loss: 0.0311848 | val_loss: 0.031191 | Time: 2915.44 ms [2022-03-31 21:35:09 main:574] : INFO : Epoch 1568 | loss: 0.0311855 | val_loss: 0.0311942 | Time: 2879.96 ms [2022-03-31 21:35:12 main:574] : INFO : Epoch 1569 | loss: 0.0311855 | val_loss: 0.0311857 | Time: 2820.01 ms [2022-03-31 21:35:14 main:574] : INFO : Epoch 1570 | loss: 0.031183 | val_loss: 0.0311836 | Time: 2847.03 ms [2022-03-31 21:35:17 main:574] : INFO : Epoch 1571 | loss: 0.031183 | val_loss: 0.0311841 | Time: 2857.98 ms [2022-03-31 21:35:20 main:574] : INFO : Epoch 1572 | loss: 0.0311812 | val_loss: 0.031185 | Time: 2876.86 ms [2022-03-31 21:35:23 main:574] : INFO : Epoch 1573 | loss: 0.0311824 | val_loss: 0.0311886 | Time: 2898.96 ms [2022-03-31 21:35:26 main:574] : INFO : Epoch 1574 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 2936.22 ms [2022-03-31 21:35:29 main:574] : INFO : Epoch 1575 | loss: 0.0311837 | val_loss: 0.031185 | Time: 2841.66 ms [2022-03-31 21:35:32 main:574] : INFO : Epoch 1576 | loss: 0.0311836 | val_loss: 0.0311851 | Time: 2915.57 ms [2022-03-31 21:35:35 main:574] : INFO : Epoch 1577 | loss: 0.0311839 | val_loss: 0.031188 | Time: 2882.65 ms [2022-03-31 21:35:38 main:574] : INFO : Epoch 1578 | loss: 0.0311856 | val_loss: 0.0311868 | Time: 2925.11 ms [2022-03-31 21:35:40 main:574] : INFO : Epoch 1579 | loss: 0.0311819 | val_loss: 0.0311861 | Time: 2839.14 ms [2022-03-31 21:35:43 main:574] : INFO : Epoch 1580 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 2886.26 ms [2022-03-31 21:35:46 main:574] : INFO : Epoch 1581 | loss: 0.0311862 | val_loss: 0.0311842 | Time: 2909.82 ms [2022-03-31 21:35:49 main:574] : INFO : Epoch 1582 | loss: 0.0311828 | val_loss: 0.0311896 | Time: 3001.29 ms [2022-03-31 21:35:52 main:574] : INFO : Epoch 1583 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 2900.68 ms [2022-03-31 21:35:55 main:574] : INFO : Epoch 1584 | loss: 0.0311856 | val_loss: 0.0311857 | Time: 2856.86 ms [2022-03-31 21:35:58 main:574] : INFO : Epoch 1585 | loss: 0.0311821 | val_loss: 0.0311846 | Time: 2886.56 ms [2022-03-31 21:36:01 main:574] : INFO : Epoch 1586 | loss: 0.0311803 | val_loss: 0.0311856 | Time: 2857.03 ms [2022-03-31 21:36:04 main:574] : INFO : Epoch 1587 | loss: 0.0311848 | val_loss: 0.0311897 | Time: 2916.02 ms [2022-03-31 21:36:07 main:574] : INFO : Epoch 1588 | loss: 0.0311842 | val_loss: 0.0311876 | Time: 2875.79 ms [2022-03-31 21:36:09 main:574] : INFO : Epoch 1589 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 2881.13 ms [2022-03-31 21:36:12 main:574] : INFO : Epoch 1590 | loss: 0.0311825 | val_loss: 0.0311854 | Time: 2794.36 ms [2022-03-31 21:36:15 main:574] : INFO : Epoch 1591 | loss: 0.0311831 | val_loss: 0.031184 | Time: 2841.16 ms [2022-03-31 21:36:18 main:574] : INFO : Epoch 1592 | loss: 0.0311827 | val_loss: 0.0311931 | Time: 2879.15 ms [2022-03-31 21:36:21 main:574] : INFO : Epoch 1593 | loss: 0.0311832 | val_loss: 0.0311838 | Time: 2901.54 ms [2022-03-31 21:36:24 main:574] : INFO : Epoch 1594 | loss: 0.0311806 | val_loss: 0.0311827 | Time: 2878 ms [2022-03-31 21:36:27 main:574] : INFO : Epoch 1595 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 2840.28 ms [2022-03-31 21:36:30 main:574] : INFO : Epoch 1596 | loss: 0.0311808 | val_loss: 0.0311876 | Time: 2901.77 ms [2022-03-31 21:36:32 main:574] : INFO : Epoch 1597 | loss: 0.0311822 | val_loss: 0.0311858 | Time: 2828.2 ms [2022-03-31 21:36:35 main:574] : INFO : Epoch 1598 | loss: 0.0311832 | val_loss: 0.0311823 | Time: 2902.1 ms [2022-03-31 21:36:38 main:574] : INFO : Epoch 1599 | loss: 0.0311821 | val_loss: 0.0311849 | Time: 2889.57 ms [2022-03-31 21:36:41 main:574] : INFO : Epoch 1600 | loss: 0.0311832 | val_loss: 0.0311835 | Time: 2884.23 ms [2022-03-31 21:36:44 main:574] : INFO : Epoch 1601 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 2870.93 ms [2022-03-31 21:36:47 main:574] : INFO : Epoch 1602 | loss: 0.031179 | val_loss: 0.031184 | Time: 2863.93 ms [2022-03-31 21:36:50 main:574] : INFO : Epoch 1603 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 2916.56 ms [2022-03-31 21:36:53 main:574] : INFO : Epoch 1604 | loss: 0.0311784 | val_loss: 0.0311813 | Time: 2907.85 ms [2022-03-31 21:36:56 main:574] : INFO : Epoch 1605 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 2877.61 ms [2022-03-31 21:36:58 main:574] : INFO : Epoch 1606 | loss: 0.0311788 | val_loss: 0.0311829 | Time: 2822.05 ms [2022-03-31 21:37:01 main:574] : INFO : Epoch 1607 | loss: 0.0311834 | val_loss: 0.0311965 | Time: 2886.22 ms [2022-03-31 21:37:04 main:574] : INFO : Epoch 1608 | loss: 0.0311814 | val_loss: 0.0311867 | Time: 2869.18 ms [2022-03-31 21:37:07 main:574] : INFO : Epoch 1609 | loss: 0.0311792 | val_loss: 0.031182 | Time: 2885.7 ms [2022-03-31 21:37:10 main:574] : INFO : Epoch 1610 | loss: 0.0311788 | val_loss: 0.0311829 | Time: 2847.48 ms [2022-03-31 21:37:13 main:574] : INFO : Epoch 1611 | loss: 0.0311832 | val_loss: 0.0311893 | Time: 2867.03 ms [2022-03-31 21:37:16 main:574] : INFO : Epoch 1612 | loss: 0.031184 | val_loss: 0.0311881 | Time: 2840.16 ms [2022-03-31 21:37:18 main:574] : INFO : Epoch 1613 | loss: 0.0311815 | val_loss: 0.031183 | Time: 2845.01 ms [2022-03-31 21:37:21 main:574] : INFO : Epoch 1614 | loss: 0.0311783 | val_loss: 0.0311821 | Time: 2853.89 ms [2022-03-31 21:37:24 main:574] : INFO : Epoch 1615 | loss: 0.0311779 | val_loss: 0.031182 | Time: 2856.52 ms [2022-03-31 21:37:27 main:574] : INFO : Epoch 1616 | loss: 0.031178 | val_loss: 0.0311816 | Time: 2894.33 ms [2022-03-31 21:37:30 main:574] : INFO : Epoch 1617 | loss: 0.0311804 | val_loss: 0.0311881 | Time: 2834.5 ms [2022-03-31 21:37:33 main:574] : INFO : Epoch 1618 | loss: 0.0311789 | val_loss: 0.0311836 | Time: 2870.3 ms [2022-03-31 21:37:36 main:574] : INFO : Epoch 1619 | loss: 0.0311786 | val_loss: 0.031183 | Time: 2819.23 ms [2022-03-31 21:37:38 main:574] : INFO : Epoch 1620 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 2841.92 ms [2022-03-31 21:37:41 main:574] : INFO : Epoch 1621 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 2860.77 ms [2022-03-31 21:37:44 main:574] : INFO : Epoch 1622 | loss: 0.0311771 | val_loss: 0.0311858 | Time: 2891.52 ms [2022-03-31 21:37:47 main:574] : INFO : Epoch 1623 | loss: 0.0311776 | val_loss: 0.0311843 | Time: 2854.27 ms [2022-03-31 21:37:50 main:574] : INFO : Epoch 1624 | loss: 0.0311774 | val_loss: 0.031186 | Time: 2852.08 ms [2022-03-31 21:37:53 main:574] : INFO : Epoch 1625 | loss: 0.0311806 | val_loss: 0.0311875 | Time: 2865.43 ms [2022-03-31 21:37:56 main:574] : INFO : Epoch 1626 | loss: 0.0311804 | val_loss: 0.0311913 | Time: 2890.94 ms [2022-03-31 21:37:58 main:574] : INFO : Epoch 1627 | loss: 0.0311785 | val_loss: 0.0311885 | Time: 2853.6 ms [2022-03-31 21:38:01 main:574] : INFO : Epoch 1628 | loss: 0.0311789 | val_loss: 0.0311854 | Time: 2857.85 ms [2022-03-31 21:38:04 main:574] : INFO : Epoch 1629 | loss: 0.031177 | val_loss: 0.0311857 | Time: 2859.72 ms [2022-03-31 21:38:07 main:574] : INFO : Epoch 1630 | loss: 0.0311801 | val_loss: 0.0311842 | Time: 2873.18 ms [2022-03-31 21:38:10 main:574] : INFO : Epoch 1631 | loss: 0.0311794 | val_loss: 0.0311872 | Time: 2803.34 ms [2022-03-31 21:38:13 main:574] : INFO : Epoch 1632 | loss: 0.031184 | val_loss: 0.0311842 | Time: 2864.08 ms [2022-03-31 21:38:16 main:574] : INFO : Epoch 1633 | loss: 0.0311836 | val_loss: 0.0311832 | Time: 2949.71 ms [2022-03-31 21:38:19 main:574] : INFO : Epoch 1634 | loss: 0.0311812 | val_loss: 0.0311844 | Time: 2837.03 ms [2022-03-31 21:38:21 main:574] : INFO : Epoch 1635 | loss: 0.0311823 | val_loss: 0.0311845 | Time: 2877.63 ms [2022-03-31 21:38:24 main:574] : INFO : Epoch 1636 | loss: 0.031182 | val_loss: 0.0311858 | Time: 2832.31 ms [2022-03-31 21:38:27 main:574] : INFO : Epoch 1637 | loss: 0.0311817 | val_loss: 0.0311821 | Time: 2856.5 ms [2022-03-31 21:38:30 main:574] : INFO : Epoch 1638 | loss: 0.0311818 | val_loss: 0.0311832 | Time: 2864.9 ms [2022-03-31 21:38:33 main:574] : INFO : Epoch 1639 | loss: 0.0311819 | val_loss: 0.0311835 | Time: 2836.89 ms [2022-03-31 21:38:36 main:574] : INFO : Epoch 1640 | loss: 0.0311795 | val_loss: 0.0311863 | Time: 2867.32 ms [2022-03-31 21:38:39 main:574] : INFO : Epoch 1641 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 2905.23 ms [2022-03-31 21:38:41 main:574] : INFO : Epoch 1642 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 2865.51 ms [2022-03-31 21:38:44 main:574] : INFO : Epoch 1643 | loss: 0.0311777 | val_loss: 0.0311824 | Time: 2835.98 ms [2022-03-31 21:38:47 main:574] : INFO : Epoch 1644 | loss: 0.0311781 | val_loss: 0.0311813 | Time: 2914 ms [2022-03-31 21:38:50 main:574] : INFO : Epoch 1645 | loss: 0.0311775 | val_loss: 0.0311818 | Time: 2865.36 ms [2022-03-31 21:38:53 main:574] : INFO : Epoch 1646 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 2836.77 ms [2022-03-31 21:38:56 main:574] : INFO : Epoch 1647 | loss: 0.0311777 | val_loss: 0.031193 | Time: 2820.57 ms [2022-03-31 21:38:59 main:574] : INFO : Epoch 1648 | loss: 0.0311804 | val_loss: 0.0311835 | Time: 2831 ms [2022-03-31 21:39:01 main:574] : INFO : Epoch 1649 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 2819.73 ms [2022-03-31 21:39:04 main:574] : INFO : Epoch 1650 | loss: 0.031176 | val_loss: 0.0311804 | Time: 2902.04 ms [2022-03-31 21:39:07 main:574] : INFO : Epoch 1651 | loss: 0.0311751 | val_loss: 0.0311815 | Time: 2879.96 ms [2022-03-31 21:39:10 main:574] : INFO : Epoch 1652 | loss: 0.0311759 | val_loss: 0.0311797 | Time: 2821.41 ms [2022-03-31 21:39:13 main:574] : INFO : Epoch 1653 | loss: 0.0311748 | val_loss: 0.0311804 | Time: 2850.55 ms [2022-03-31 21:39:16 main:574] : INFO : Epoch 1654 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 2848.49 ms [2022-03-31 21:39:19 main:574] : INFO : Epoch 1655 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 2864.7 ms [2022-03-31 21:39:21 main:574] : INFO : Epoch 1656 | loss: 0.0311762 | val_loss: 0.0311845 | Time: 2836.74 ms [2022-03-31 21:39:24 main:574] : INFO : Epoch 1657 | loss: 0.0311794 | val_loss: 0.031182 | Time: 2853.54 ms [2022-03-31 21:39:27 main:574] : INFO : Epoch 1658 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 2838.84 ms [2022-03-31 21:39:30 main:574] : INFO : Epoch 1659 | loss: 0.0311777 | val_loss: 0.0311836 | Time: 2868.03 ms [2022-03-31 21:39:33 main:574] : INFO : Epoch 1660 | loss: 0.0311795 | val_loss: 0.0311828 | Time: 2864.51 ms [2022-03-31 21:39:36 main:574] : INFO : Epoch 1661 | loss: 0.0311783 | val_loss: 0.0311858 | Time: 2854.47 ms [2022-03-31 21:39:39 main:574] : INFO : Epoch 1662 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 2849.94 ms [2022-03-31 21:39:42 main:574] : INFO : Epoch 1663 | loss: 0.0311769 | val_loss: 0.0311824 | Time: 2932.64 ms [2022-03-31 21:39:44 main:574] : INFO : Epoch 1664 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 2818.59 ms [2022-03-31 21:39:47 main:574] : INFO : Epoch 1665 | loss: 0.0311752 | val_loss: 0.031186 | Time: 2892.96 ms [2022-03-31 21:39:50 main:574] : INFO : Epoch 1666 | loss: 0.0311756 | val_loss: 0.031182 | Time: 2844.66 ms [2022-03-31 21:39:53 main:574] : INFO : Epoch 1667 | loss: 0.0311758 | val_loss: 0.0311841 | Time: 2927.84 ms [2022-03-31 21:39:56 main:574] : INFO : Epoch 1668 | loss: 0.0311749 | val_loss: 0.031183 | Time: 2829.15 ms [2022-03-31 21:39:59 main:574] : INFO : Epoch 1669 | loss: 0.0311759 | val_loss: 0.0311821 | Time: 2842.56 ms [2022-03-31 21:40:01 main:574] : INFO : Epoch 1670 | loss: 0.0311781 | val_loss: 0.031189 | Time: 2804.28 ms [2022-03-31 21:40:04 main:574] : INFO : Epoch 1671 | loss: 0.0311777 | val_loss: 0.0311838 | Time: 2831.3 ms [2022-03-31 21:40:07 main:574] : INFO : Epoch 1672 | loss: 0.0311757 | val_loss: 0.0311859 | Time: 2915.46 ms [2022-03-31 21:40:10 main:574] : INFO : Epoch 1673 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 2863.23 ms [2022-03-31 21:40:13 main:574] : INFO : Epoch 1674 | loss: 0.0311805 | val_loss: 0.0311814 | Time: 2879.89 ms [2022-03-31 21:40:16 main:574] : INFO : Epoch 1675 | loss: 0.0311791 | val_loss: 0.0311825 | Time: 2881.97 ms [2022-03-31 21:40:19 main:574] : INFO : Epoch 1676 | loss: 0.0311755 | val_loss: 0.0311838 | Time: 2894.5 ms [2022-03-31 21:40:22 main:574] : INFO : Epoch 1677 | loss: 0.0311751 | val_loss: 0.0311819 | Time: 2855.63 ms [2022-03-31 21:40:24 main:574] : INFO : Epoch 1678 | loss: 0.0311747 | val_loss: 0.031183 | Time: 2744.53 ms [2022-03-31 21:40:27 main:574] : INFO : Epoch 1679 | loss: 0.0311846 | val_loss: 0.0312081 | Time: 2738.98 ms [2022-03-31 21:40:30 main:574] : INFO : Epoch 1680 | loss: 0.0311892 | val_loss: 0.0311849 | Time: 2743.51 ms [2022-03-31 21:40:33 main:574] : INFO : Epoch 1681 | loss: 0.0311761 | val_loss: 0.031189 | Time: 2759.45 ms [2022-03-31 21:40:35 main:574] : INFO : Epoch 1682 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 2760.8 ms [2022-03-31 21:40:38 main:574] : INFO : Epoch 1683 | loss: 0.0311757 | val_loss: 0.031182 | Time: 2724.61 ms [2022-03-31 21:40:41 main:574] : INFO : Epoch 1684 | loss: 0.0311763 | val_loss: 0.0311822 | Time: 2751.81 ms [2022-03-31 21:40:44 main:574] : INFO : Epoch 1685 | loss: 0.0311777 | val_loss: 0.0311942 | Time: 2728.81 ms [2022-03-31 21:40:46 main:574] : INFO : Epoch 1686 | loss: 0.0311943 | val_loss: 0.0311964 | Time: 2740.54 ms [2022-03-31 21:40:49 main:574] : INFO : Epoch 1687 | loss: 0.0311878 | val_loss: 0.0311877 | Time: 2708.61 ms [2022-03-31 21:40:52 main:574] : INFO : Epoch 1688 | loss: 0.031184 | val_loss: 0.0311873 | Time: 2739.13 ms [2022-03-31 21:40:55 main:574] : INFO : Epoch 1689 | loss: 0.0311839 | val_loss: 0.0311881 | Time: 2726.67 ms [2022-03-31 21:40:57 main:574] : INFO : Epoch 1690 | loss: 0.0311813 | val_loss: 0.0311831 | Time: 2707.08 ms [2022-03-31 21:41:00 main:574] : INFO : Epoch 1691 | loss: 0.0311813 | val_loss: 0.0311826 | Time: 2736.21 ms [2022-03-31 21:41:03 main:574] : INFO : Epoch 1692 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 2725.49 ms [2022-03-31 21:41:05 main:574] : INFO : Epoch 1693 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 2601.63 ms [2022-03-31 21:41:08 main:574] : INFO : Epoch 1694 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 2606.32 ms [2022-03-31 21:41:11 main:574] : INFO : Epoch 1695 | loss: 0.0311762 | val_loss: 0.0311812 | Time: 2614.89 ms [2022-03-31 21:41:13 main:574] : INFO : Epoch 1696 | loss: 0.031176 | val_loss: 0.0311832 | Time: 2604.44 ms [2022-03-31 21:41:16 main:574] : INFO : Epoch 1697 | loss: 0.0311767 | val_loss: 0.0311832 | Time: 2609.45 ms [2022-03-31 21:41:18 main:574] : INFO : Epoch 1698 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 2598.23 ms [2022-03-31 21:41:21 main:574] : INFO : Epoch 1699 | loss: 0.0311768 | val_loss: 0.0311822 | Time: 2623.87 ms [2022-03-31 21:41:24 main:574] : INFO : Epoch 1700 | loss: 0.0311736 | val_loss: 0.0311823 | Time: 2613.71 ms [2022-03-31 21:41:26 main:574] : INFO : Epoch 1701 | loss: 0.0311786 | val_loss: 0.0311852 | Time: 2590.93 ms [2022-03-31 21:41:29 main:574] : INFO : Epoch 1702 | loss: 0.0311765 | val_loss: 0.0311835 | Time: 2596.83 ms [2022-03-31 21:41:31 main:574] : INFO : Epoch 1703 | loss: 0.0311748 | val_loss: 0.0311853 | Time: 2626.13 ms [2022-03-31 21:41:34 main:574] : INFO : Epoch 1704 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 2656.06 ms [2022-03-31 21:41:37 main:574] : INFO : Epoch 1705 | loss: 0.0311721 | val_loss: 0.0311828 | Time: 2641.15 ms [2022-03-31 21:41:39 main:574] : INFO : Epoch 1706 | loss: 0.0311761 | val_loss: 0.0311849 | Time: 2601.19 ms [2022-03-31 21:41:42 main:574] : INFO : Epoch 1707 | loss: 0.031176 | val_loss: 0.0311822 | Time: 2628.32 ms [2022-03-31 21:41:45 main:574] : INFO : Epoch 1708 | loss: 0.0311748 | val_loss: 0.0311883 | Time: 2599.9 ms [2022-03-31 21:41:47 main:574] : INFO : Epoch 1709 | loss: 0.0311749 | val_loss: 0.0311824 | Time: 2604.16 ms [2022-03-31 21:41:50 main:574] : INFO : Epoch 1710 | loss: 0.0311755 | val_loss: 0.0311833 | Time: 2590.18 ms [2022-03-31 21:41:52 main:574] : INFO : Epoch 1711 | loss: 0.031175 | val_loss: 0.0311885 | Time: 2621.2 ms [2022-03-31 21:41:55 main:574] : INFO : Epoch 1712 | loss: 0.0311744 | val_loss: 0.0311819 | Time: 2587.18 ms [2022-03-31 21:41:58 main:574] : INFO : Epoch 1713 | loss: 0.0311728 | val_loss: 0.0311814 | Time: 2602.71 ms [2022-03-31 21:42:00 main:574] : INFO : Epoch 1714 | loss: 0.0311725 | val_loss: 0.0311853 | Time: 2597.33 ms [2022-03-31 21:42:03 main:574] : INFO : Epoch 1715 | loss: 0.0311744 | val_loss: 0.0311822 | Time: 2630.13 ms [2022-03-31 21:42:05 main:574] : INFO : Epoch 1716 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 2607.2 ms [2022-03-31 21:42:08 main:574] : INFO : Epoch 1717 | loss: 0.0311725 | val_loss: 0.0311814 | Time: 2607.74 ms [2022-03-31 21:42:11 main:574] : INFO : Epoch 1718 | loss: 0.0311745 | val_loss: 0.0311813 | Time: 2601.46 ms [2022-03-31 21:42:13 main:574] : INFO : Epoch 1719 | loss: 0.0311741 | val_loss: 0.0311835 | Time: 2639.53 ms [2022-03-31 21:42:16 main:574] : INFO : Epoch 1720 | loss: 0.0311731 | val_loss: 0.0311833 | Time: 2604.25 ms [2022-03-31 21:42:18 main:574] : INFO : Epoch 1721 | loss: 0.0311718 | val_loss: 0.0311851 | Time: 2604.52 ms [2022-03-31 21:42:21 main:574] : INFO : Epoch 1722 | loss: 0.0311724 | val_loss: 0.0311821 | Time: 2601.73 ms [2022-03-31 21:42:24 main:574] : INFO : Epoch 1723 | loss: 0.03117 | val_loss: 0.031181 | Time: 2616.34 ms [2022-03-31 21:42:26 main:574] : INFO : Epoch 1724 | loss: 0.031172 | val_loss: 0.0311841 | Time: 2600.6 ms [2022-03-31 21:42:29 main:574] : INFO : Epoch 1725 | loss: 0.0311721 | val_loss: 0.0311819 | Time: 2607.49 ms [2022-03-31 21:42:32 main:574] : INFO : Epoch 1726 | loss: 0.0311726 | val_loss: 0.0311841 | Time: 2596.84 ms [2022-03-31 21:42:34 main:574] : INFO : Epoch 1727 | loss: 0.031172 | val_loss: 0.0311829 | Time: 2629.17 ms [2022-03-31 21:42:37 main:574] : INFO : Epoch 1728 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 2604.19 ms [2022-03-31 21:42:39 main:574] : INFO : Epoch 1729 | loss: 0.031171 | val_loss: 0.0311825 | Time: 2599.02 ms [2022-03-31 21:42:42 main:574] : INFO : Epoch 1730 | loss: 0.0311717 | val_loss: 0.0311838 | Time: 2601.62 ms [2022-03-31 21:42:45 main:574] : INFO : Epoch 1731 | loss: 0.0311742 | val_loss: 0.0311823 | Time: 2622.72 ms [2022-03-31 21:42:47 main:574] : INFO : Epoch 1732 | loss: 0.0311702 | val_loss: 0.0311819 | Time: 2613.12 ms [2022-03-31 21:42:50 main:574] : INFO : Epoch 1733 | loss: 0.0311701 | val_loss: 0.031185 | Time: 2609.57 ms [2022-03-31 21:42:52 main:574] : INFO : Epoch 1734 | loss: 0.0311726 | val_loss: 0.0311839 | Time: 2650.83 ms [2022-03-31 21:42:55 main:574] : INFO : Epoch 1735 | loss: 0.0311744 | val_loss: 0.0311809 | Time: 2677.32 ms [2022-03-31 21:42:58 main:574] : INFO : Epoch 1736 | loss: 0.0311761 | val_loss: 0.0311897 | Time: 2735.26 ms [2022-03-31 21:43:01 main:574] : INFO : Epoch 1737 | loss: 0.0311751 | val_loss: 0.0311844 | Time: 2778.09 ms [2022-03-31 21:43:03 main:574] : INFO : Epoch 1738 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 2693.66 ms [2022-03-31 21:43:06 main:574] : INFO : Epoch 1739 | loss: 0.031171 | val_loss: 0.0311817 | Time: 2657.9 ms [2022-03-31 21:43:09 main:574] : INFO : Epoch 1740 | loss: 0.0311769 | val_loss: 0.0311874 | Time: 2610.43 ms [2022-03-31 21:43:11 main:574] : INFO : Epoch 1741 | loss: 0.0311763 | val_loss: 0.031192 | Time: 2733.24 ms [2022-03-31 21:43:14 main:574] : INFO : Epoch 1742 | loss: 0.0311784 | val_loss: 0.0311864 | Time: 2958.49 ms [2022-03-31 21:43:17 main:574] : INFO : Epoch 1743 | loss: 0.0311722 | val_loss: 0.0311851 | Time: 2786.67 ms [2022-03-31 21:43:20 main:574] : INFO : Epoch 1744 | loss: 0.0311709 | val_loss: 0.0311843 | Time: 2877.42 ms [2022-03-31 21:43:23 main:574] : INFO : Epoch 1745 | loss: 0.0311726 | val_loss: 0.0311836 | Time: 2823.01 ms [2022-03-31 21:43:26 main:574] : INFO : Epoch 1746 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 2812.67 ms [2022-03-31 21:43:28 main:574] : INFO : Epoch 1747 | loss: 0.0311712 | val_loss: 0.031185 | Time: 2691.03 ms [2022-03-31 21:43:31 main:574] : INFO : Epoch 1748 | loss: 0.0311728 | val_loss: 0.0311769 | Time: 2700.04 ms [2022-03-31 21:43:34 main:574] : INFO : Epoch 1749 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 2704.39 ms [2022-03-31 21:43:36 main:574] : INFO : Epoch 1750 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 2714.52 ms [2022-03-31 21:43:39 main:574] : INFO : Epoch 1751 | loss: 0.0311742 | val_loss: 0.031177 | Time: 2703.42 ms [2022-03-31 21:43:42 main:574] : INFO : Epoch 1752 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 2701.79 ms [2022-03-31 21:43:45 main:574] : INFO : Epoch 1753 | loss: 0.0311724 | val_loss: 0.0311855 | Time: 2680.42 ms [2022-03-31 21:43:47 main:574] : INFO : Epoch 1754 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 2684.87 ms [2022-03-31 21:43:50 main:574] : INFO : Epoch 1755 | loss: 0.031173 | val_loss: 0.0311808 | Time: 2600.53 ms [2022-03-31 21:43:52 main:574] : INFO : Epoch 1756 | loss: 0.0311705 | val_loss: 0.031186 | Time: 2631.13 ms [2022-03-31 21:43:55 main:574] : INFO : Epoch 1757 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 2607.54 ms [2022-03-31 21:43:58 main:574] : INFO : Epoch 1758 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 2615.35 ms [2022-03-31 21:44:00 main:574] : INFO : Epoch 1759 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 2606.68 ms [2022-03-31 21:44:03 main:574] : INFO : Epoch 1760 | loss: 0.03117 | val_loss: 0.0311789 | Time: 2613.64 ms [2022-03-31 21:44:06 main:574] : INFO : Epoch 1761 | loss: 0.0311707 | val_loss: 0.0311789 | Time: 2594.69 ms [2022-03-31 21:44:08 main:574] : INFO : Epoch 1762 | loss: 0.03117 | val_loss: 0.0311768 | Time: 2618.56 ms [2022-03-31 21:44:11 main:574] : INFO : Epoch 1763 | loss: 0.0311685 | val_loss: 0.0311802 | Time: 2610.95 ms [2022-03-31 21:44:13 main:574] : INFO : Epoch 1764 | loss: 0.0311712 | val_loss: 0.0311802 | Time: 2594.75 ms [2022-03-31 21:44:16 main:574] : INFO : Epoch 1765 | loss: 0.0311696 | val_loss: 0.0311806 | Time: 2606.56 ms [2022-03-31 21:44:19 main:574] : INFO : Epoch 1766 | loss: 0.031172 | val_loss: 0.0311816 | Time: 2620.1 ms [2022-03-31 21:44:21 main:574] : INFO : Epoch 1767 | loss: 0.0311707 | val_loss: 0.0311799 | Time: 2604.21 ms [2022-03-31 21:44:24 main:574] : INFO : Epoch 1768 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 2607.05 ms [2022-03-31 21:44:26 main:574] : INFO : Epoch 1769 | loss: 0.0311695 | val_loss: 0.0311832 | Time: 2628.05 ms [2022-03-31 21:44:29 main:574] : INFO : Epoch 1770 | loss: 0.0311722 | val_loss: 0.0311843 | Time: 2610.03 ms [2022-03-31 21:44:32 main:574] : INFO : Epoch 1771 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 2599.09 ms [2022-03-31 21:44:34 main:574] : INFO : Epoch 1772 | loss: 0.0311714 | val_loss: 0.0311811 | Time: 2603.37 ms [2022-03-31 21:44:37 main:574] : INFO : Epoch 1773 | loss: 0.0311688 | val_loss: 0.0311832 | Time: 2617.64 ms [2022-03-31 21:44:40 main:574] : INFO : Epoch 1774 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 2625.91 ms [2022-03-31 21:44:42 main:574] : INFO : Epoch 1775 | loss: 0.0311672 | val_loss: 0.0311785 | Time: 2603.85 ms [2022-03-31 21:44:45 main:574] : INFO : Epoch 1776 | loss: 0.0311678 | val_loss: 0.0311788 | Time: 2609.72 ms [2022-03-31 21:44:47 main:574] : INFO : Epoch 1777 | loss: 0.0311657 | val_loss: 0.0311792 | Time: 2619.6 ms [2022-03-31 21:44:50 main:574] : INFO : Epoch 1778 | loss: 0.031166 | val_loss: 0.03118 | Time: 2607.12 ms [2022-03-31 21:44:53 main:574] : INFO : Epoch 1779 | loss: 0.0311652 | val_loss: 0.0311784 | Time: 2599.21 ms [2022-03-31 21:44:55 main:574] : INFO : Epoch 1780 | loss: 0.0311648 | val_loss: 0.0311775 | Time: 2610.36 ms [2022-03-31 21:44:58 main:574] : INFO : Epoch 1781 | loss: 0.0311664 | val_loss: 0.0311886 | Time: 2616.68 ms [2022-03-31 21:45:00 main:574] : INFO : Epoch 1782 | loss: 0.0311739 | val_loss: 0.0311772 | Time: 2596.27 ms [2022-03-31 21:45:03 main:574] : INFO : Epoch 1783 | loss: 0.0311696 | val_loss: 0.0311849 | Time: 2601.5 ms [2022-03-31 21:45:06 main:574] : INFO : Epoch 1784 | loss: 0.0311727 | val_loss: 0.0311837 | Time: 2591.96 ms [2022-03-31 21:45:08 main:574] : INFO : Epoch 1785 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 2616.19 ms [2022-03-31 21:45:11 main:574] : INFO : Epoch 1786 | loss: 0.0311689 | val_loss: 0.0311808 | Time: 2611.24 ms [2022-03-31 21:45:13 main:574] : INFO : Epoch 1787 | loss: 0.0311688 | val_loss: 0.0311825 | Time: 2593.33 ms [2022-03-31 21:45:16 main:574] : INFO : Epoch 1788 | loss: 0.0311687 | val_loss: 0.0311813 | Time: 2606.1 ms [2022-03-31 21:45:19 main:574] : INFO : Epoch 1789 | loss: 0.0311692 | val_loss: 0.0311811 | Time: 2620.64 ms [2022-03-31 21:45:21 main:574] : INFO : Epoch 1790 | loss: 0.0311716 | val_loss: 0.031183 | Time: 2597.51 ms [2022-03-31 21:45:24 main:574] : INFO : Epoch 1791 | loss: 0.0311698 | val_loss: 0.03118 | Time: 2603.11 ms [2022-03-31 21:45:26 main:574] : INFO : Epoch 1792 | loss: 0.0311708 | val_loss: 0.0311815 | Time: 2597.35 ms [2022-03-31 21:45:29 main:574] : INFO : Epoch 1793 | loss: 0.0311689 | val_loss: 0.0311811 | Time: 2618.4 ms [2022-03-31 21:45:32 main:574] : INFO : Epoch 1794 | loss: 0.0311682 | val_loss: 0.0311839 | Time: 2605.1 ms [2022-03-31 21:45:34 main:574] : INFO : Epoch 1795 | loss: 0.0311701 | val_loss: 0.0311793 | Time: 2599.01 ms [2022-03-31 21:45:37 main:574] : INFO : Epoch 1796 | loss: 0.0311672 | val_loss: 0.0311798 | Time: 2594.84 ms [2022-03-31 21:45:40 main:574] : INFO : Epoch 1797 | loss: 0.0311692 | val_loss: 0.0311827 | Time: 2630.9 ms [2022-03-31 21:45:42 main:574] : INFO : Epoch 1798 | loss: 0.0311704 | val_loss: 0.0311855 | Time: 2602.58 ms [2022-03-31 21:45:45 main:574] : INFO : Epoch 1799 | loss: 0.0311694 | val_loss: 0.0311855 | Time: 2606.21 ms [2022-03-31 21:45:47 main:574] : INFO : Epoch 1800 | loss: 0.0311689 | val_loss: 0.0311822 | Time: 2608.02 ms [2022-03-31 21:45:50 main:574] : INFO : Epoch 1801 | loss: 0.0311678 | val_loss: 0.0311813 | Time: 2611.95 ms [2022-03-31 21:45:53 main:574] : INFO : Epoch 1802 | loss: 0.0311687 | val_loss: 0.0311818 | Time: 2602.3 ms [2022-03-31 21:45:55 main:574] : INFO : Epoch 1803 | loss: 0.0311725 | val_loss: 0.031182 | Time: 2591.01 ms [2022-03-31 21:45:58 main:574] : INFO : Epoch 1804 | loss: 0.0311793 | val_loss: 0.0311787 | Time: 2603.43 ms [2022-03-31 21:46:00 main:574] : INFO : Epoch 1805 | loss: 0.0311774 | val_loss: 0.0311823 | Time: 2611.14 ms [2022-03-31 21:46:03 main:574] : INFO : Epoch 1806 | loss: 0.0311777 | val_loss: 0.0311799 | Time: 2626.35 ms [2022-03-31 21:46:06 main:574] : INFO : Epoch 1807 | loss: 0.0311727 | val_loss: 0.031183 | Time: 2589.39 ms [2022-03-31 21:46:08 main:574] : INFO : Epoch 1808 | loss: 0.031173 | val_loss: 0.0311801 | Time: 2597.88 ms [2022-03-31 21:46:11 main:574] : INFO : Epoch 1809 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 2612.72 ms [2022-03-31 21:46:13 main:574] : INFO : Epoch 1810 | loss: 0.0311716 | val_loss: 0.0311837 | Time: 2602.31 ms [2022-03-31 21:46:16 main:574] : INFO : Epoch 1811 | loss: 0.0311715 | val_loss: 0.0311872 | Time: 2646.5 ms [2022-03-31 21:46:19 main:574] : INFO : Epoch 1812 | loss: 0.0311755 | val_loss: 0.0311845 | Time: 2606.13 ms [2022-03-31 21:46:21 main:574] : INFO : Epoch 1813 | loss: 0.0311717 | val_loss: 0.0311801 | Time: 2625.43 ms [2022-03-31 21:46:24 main:574] : INFO : Epoch 1814 | loss: 0.0311706 | val_loss: 0.0311817 | Time: 2622.04 ms [2022-03-31 21:46:27 main:574] : INFO : Epoch 1815 | loss: 0.0311721 | val_loss: 0.0311791 | Time: 2600.97 ms [2022-03-31 21:46:29 main:574] : INFO : Epoch 1816 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 2607.16 ms [2022-03-31 21:46:32 main:574] : INFO : Epoch 1817 | loss: 0.0311685 | val_loss: 0.0311811 | Time: 2621.77 ms [2022-03-31 21:46:34 main:574] : INFO : Epoch 1818 | loss: 0.0311687 | val_loss: 0.0311807 | Time: 2602.44 ms [2022-03-31 21:46:37 main:574] : INFO : Epoch 1819 | loss: 0.0311692 | val_loss: 0.0311872 | Time: 2615.79 ms [2022-03-31 21:46:40 main:574] : INFO : Epoch 1820 | loss: 0.0311697 | val_loss: 0.0311846 | Time: 2608.75 ms [2022-03-31 21:46:42 main:574] : INFO : Epoch 1821 | loss: 0.0311699 | val_loss: 0.0311792 | Time: 2614.35 ms [2022-03-31 21:46:45 main:574] : INFO : Epoch 1822 | loss: 0.0311671 | val_loss: 0.0311789 | Time: 2604.5 ms [2022-03-31 21:46:47 main:574] : INFO : Epoch 1823 | loss: 0.0311704 | val_loss: 0.0311806 | Time: 2603.6 ms [2022-03-31 21:46:50 main:574] : INFO : Epoch 1824 | loss: 0.03117 | val_loss: 0.0311806 | Time: 2602.93 ms [2022-03-31 21:46:53 main:574] : INFO : Epoch 1825 | loss: 0.03117 | val_loss: 0.0311853 | Time: 2628.91 ms [2022-03-31 21:46:55 main:574] : INFO : Epoch 1826 | loss: 0.0311706 | val_loss: 0.0311839 | Time: 2605.95 ms [2022-03-31 21:46:58 main:574] : INFO : Epoch 1827 | loss: 0.0311692 | val_loss: 0.0311871 | Time: 2625.79 ms [2022-03-31 21:47:01 main:574] : INFO : Epoch 1828 | loss: 0.0311685 | val_loss: 0.0311815 | Time: 2610.9 ms [2022-03-31 21:47:03 main:574] : INFO : Epoch 1829 | loss: 0.0311668 | val_loss: 0.03118 | Time: 2626.42 ms [2022-03-31 21:47:06 main:574] : INFO : Epoch 1830 | loss: 0.0311683 | val_loss: 0.031181 | Time: 2609.1 ms [2022-03-31 21:47:08 main:574] : INFO : Epoch 1831 | loss: 0.0311658 | val_loss: 0.0311802 | Time: 2596.8 ms [2022-03-31 21:47:11 main:574] : INFO : Epoch 1832 | loss: 0.0311658 | val_loss: 0.031181 | Time: 2603.23 ms [2022-03-31 21:47:14 main:574] : INFO : Epoch 1833 | loss: 0.0311638 | val_loss: 0.0311809 | Time: 2614.23 ms [2022-03-31 21:47:16 main:574] : INFO : Epoch 1834 | loss: 0.0311639 | val_loss: 0.0311837 | Time: 2606.5 ms [2022-03-31 21:47:19 main:574] : INFO : Epoch 1835 | loss: 0.0311639 | val_loss: 0.0311817 | Time: 2619.19 ms [2022-03-31 21:47:21 main:574] : INFO : Epoch 1836 | loss: 0.031164 | val_loss: 0.0311815 | Time: 2607.43 ms [2022-03-31 21:47:24 main:574] : INFO : Epoch 1837 | loss: 0.0311644 | val_loss: 0.0311901 | Time: 2619.7 ms [2022-03-31 21:47:27 main:574] : INFO : Epoch 1838 | loss: 0.0311657 | val_loss: 0.0311847 | Time: 2609.77 ms [2022-03-31 21:47:29 main:574] : INFO : Epoch 1839 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 2599.89 ms [2022-03-31 21:47:32 main:574] : INFO : Epoch 1840 | loss: 0.0311729 | val_loss: 0.0311772 | Time: 2619 ms [2022-03-31 21:47:35 main:574] : INFO : Epoch 1841 | loss: 0.0311819 | val_loss: 0.031183 | Time: 2613.15 ms [2022-03-31 21:47:37 main:574] : INFO : Epoch 1842 | loss: 0.0311783 | val_loss: 0.0311875 | Time: 2599.97 ms [2022-03-31 21:47:40 main:574] : INFO : Epoch 1843 | loss: 0.0311781 | val_loss: 0.0311859 | Time: 2595.98 ms [2022-03-31 21:47:42 main:574] : INFO : Epoch 1844 | loss: 0.0311743 | val_loss: 0.0311773 | Time: 2600.03 ms [2022-03-31 21:47:45 main:574] : INFO : Epoch 1845 | loss: 0.0311706 | val_loss: 0.0311762 | Time: 2620.99 ms [2022-03-31 21:47:48 main:574] : INFO : Epoch 1846 | loss: 0.0311715 | val_loss: 0.0311805 | Time: 2623.97 ms [2022-03-31 21:47:50 main:574] : INFO : Epoch 1847 | loss: 0.031169 | val_loss: 0.0311807 | Time: 2595.04 ms [2022-03-31 21:47:53 main:574] : INFO : Epoch 1848 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 2607.41 ms [2022-03-31 21:47:55 main:574] : INFO : Epoch 1849 | loss: 0.0311689 | val_loss: 0.0311776 | Time: 2610.84 ms [2022-03-31 21:47:58 main:574] : INFO : Epoch 1850 | loss: 0.0311683 | val_loss: 0.0311809 | Time: 2614.51 ms [2022-03-31 21:48:01 main:574] : INFO : Epoch 1851 | loss: 0.0311659 | val_loss: 0.0311791 | Time: 2603.56 ms [2022-03-31 21:48:03 main:574] : INFO : Epoch 1852 | loss: 0.0311676 | val_loss: 0.0311751 | Time: 2606.28 ms [2022-03-31 21:48:06 main:574] : INFO : Epoch 1853 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 2636.11 ms [2022-03-31 21:48:08 main:574] : INFO : Epoch 1854 | loss: 0.0311654 | val_loss: 0.0311827 | Time: 2607.64 ms [2022-03-31 21:48:11 main:574] : INFO : Epoch 1855 | loss: 0.0311641 | val_loss: 0.0311774 | Time: 2603.55 ms [2022-03-31 21:48:14 main:574] : INFO : Epoch 1856 | loss: 0.0311639 | val_loss: 0.0311794 | Time: 2620.47 ms [2022-03-31 21:48:16 main:574] : INFO : Epoch 1857 | loss: 0.0311651 | val_loss: 0.0311774 | Time: 2599.25 ms [2022-03-31 21:48:19 main:574] : INFO : Epoch 1858 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 2611.04 ms [2022-03-31 21:48:22 main:574] : INFO : Epoch 1859 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 2600.58 ms [2022-03-31 21:48:24 main:574] : INFO : Epoch 1860 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 2618.66 ms [2022-03-31 21:48:27 main:574] : INFO : Epoch 1861 | loss: 0.0311639 | val_loss: 0.0311767 | Time: 2609.37 ms [2022-03-31 21:48:29 main:574] : INFO : Epoch 1862 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 2596.08 ms [2022-03-31 21:48:32 main:574] : INFO : Epoch 1863 | loss: 0.0311639 | val_loss: 0.0311822 | Time: 2614.92 ms [2022-03-31 21:48:35 main:574] : INFO : Epoch 1864 | loss: 0.0311623 | val_loss: 0.031178 | Time: 2612.19 ms [2022-03-31 21:48:37 main:574] : INFO : Epoch 1865 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 2599.04 ms [2022-03-31 21:48:40 main:574] : INFO : Epoch 1866 | loss: 0.0311613 | val_loss: 0.0311788 | Time: 2615 ms [2022-03-31 21:48:42 main:574] : INFO : Epoch 1867 | loss: 0.0311635 | val_loss: 0.0311787 | Time: 2599.32 ms [2022-03-31 21:48:45 main:574] : INFO : Epoch 1868 | loss: 0.0311621 | val_loss: 0.031176 | Time: 2616.55 ms [2022-03-31 21:48:48 main:574] : INFO : Epoch 1869 | loss: 0.0311631 | val_loss: 0.0311824 | Time: 2607.1 ms [2022-03-31 21:48:50 main:574] : INFO : Epoch 1870 | loss: 0.0311625 | val_loss: 0.031178 | Time: 2595.84 ms [2022-03-31 21:48:53 main:574] : INFO : Epoch 1871 | loss: 0.0311624 | val_loss: 0.0311836 | Time: 2612.31 ms [2022-03-31 21:48:55 main:574] : INFO : Epoch 1872 | loss: 0.0311618 | val_loss: 0.0311794 | Time: 2626.92 ms [2022-03-31 21:48:58 main:574] : INFO : Epoch 1873 | loss: 0.0311611 | val_loss: 0.0311798 | Time: 2608.8 ms [2022-03-31 21:49:01 main:574] : INFO : Epoch 1874 | loss: 0.0311648 | val_loss: 0.0311764 | Time: 2612.84 ms [2022-03-31 21:49:03 main:574] : INFO : Epoch 1875 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 2602.84 ms [2022-03-31 21:49:06 main:574] : INFO : Epoch 1876 | loss: 0.0311673 | val_loss: 0.0311805 | Time: 2617.51 ms [2022-03-31 21:49:09 main:574] : INFO : Epoch 1877 | loss: 0.0311716 | val_loss: 0.0311833 | Time: 2611.17 ms [2022-03-31 21:49:11 main:574] : INFO : Epoch 1878 | loss: 0.0311762 | val_loss: 0.0311844 | Time: 2593.74 ms [2022-03-31 21:49:14 main:574] : INFO : Epoch 1879 | loss: 0.031173 | val_loss: 0.0311794 | Time: 2606.72 ms [2022-03-31 21:49:16 main:574] : INFO : Epoch 1880 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 2600.89 ms [2022-03-31 21:49:19 main:574] : INFO : Epoch 1881 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 2604.79 ms [2022-03-31 21:49:22 main:574] : INFO : Epoch 1882 | loss: 0.0311722 | val_loss: 0.0311841 | Time: 2598.26 ms [2022-03-31 21:49:24 main:574] : INFO : Epoch 1883 | loss: 0.0311711 | val_loss: 0.0311798 | Time: 2598.59 ms [2022-03-31 21:49:27 main:574] : INFO : Epoch 1884 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 2610.45 ms [2022-03-31 21:49:29 main:574] : INFO : Epoch 1885 | loss: 0.03117 | val_loss: 0.0311784 | Time: 2611.46 ms [2022-03-31 21:49:32 main:574] : INFO : Epoch 1886 | loss: 0.0311674 | val_loss: 0.0311828 | Time: 2597.97 ms [2022-03-31 21:49:35 main:574] : INFO : Epoch 1887 | loss: 0.0311693 | val_loss: 0.0311803 | Time: 2598.48 ms [2022-03-31 21:49:37 main:574] : INFO : Epoch 1888 | loss: 0.0311666 | val_loss: 0.0311783 | Time: 2610.67 ms [2022-03-31 21:49:40 main:574] : INFO : Epoch 1889 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 2602.86 ms [2022-03-31 21:49:42 main:574] : INFO : Epoch 1890 | loss: 0.0311649 | val_loss: 0.031181 | Time: 2609.81 ms [2022-03-31 21:49:45 main:574] : INFO : Epoch 1891 | loss: 0.0311673 | val_loss: 0.0311782 | Time: 2615.38 ms [2022-03-31 21:49:48 main:574] : INFO : Epoch 1892 | loss: 0.0311678 | val_loss: 0.0311817 | Time: 2621.14 ms [2022-03-31 21:49:50 main:574] : INFO : Epoch 1893 | loss: 0.0311662 | val_loss: 0.0311893 | Time: 2595.63 ms [2022-03-31 21:49:53 main:574] : INFO : Epoch 1894 | loss: 0.0311659 | val_loss: 0.031178 | Time: 2619.65 ms [2022-03-31 21:49:55 main:574] : INFO : Epoch 1895 | loss: 0.0311654 | val_loss: 0.0311808 | Time: 2592.78 ms [2022-03-31 21:49:58 main:574] : INFO : Epoch 1896 | loss: 0.0311643 | val_loss: 0.0311783 | Time: 2618.76 ms [2022-03-31 21:50:01 main:574] : INFO : Epoch 1897 | loss: 0.0311666 | val_loss: 0.0311837 | Time: 2606.22 ms [2022-03-31 21:50:03 main:574] : INFO : Epoch 1898 | loss: 0.0311676 | val_loss: 0.0311803 | Time: 2611.89 ms [2022-03-31 21:50:06 main:574] : INFO : Epoch 1899 | loss: 0.0311723 | val_loss: 0.0311833 | Time: 2593.42 ms [2022-03-31 21:50:09 main:574] : INFO : Epoch 1900 | loss: 0.0311704 | val_loss: 0.0311806 | Time: 2614.07 ms [2022-03-31 21:50:11 main:574] : INFO : Epoch 1901 | loss: 0.031172 | val_loss: 0.031188 | Time: 2592.38 ms [2022-03-31 21:50:14 main:574] : INFO : Epoch 1902 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 2592.92 ms [2022-03-31 21:50:16 main:574] : INFO : Epoch 1903 | loss: 0.031166 | val_loss: 0.0311776 | Time: 2590.85 ms [2022-03-31 21:50:19 main:574] : INFO : Epoch 1904 | loss: 0.0311645 | val_loss: 0.0311764 | Time: 2628.78 ms [2022-03-31 21:50:22 main:574] : INFO : Epoch 1905 | loss: 0.031163 | val_loss: 0.0311766 | Time: 2594.08 ms [2022-03-31 21:50:24 main:574] : INFO : Epoch 1906 | loss: 0.0311618 | val_loss: 0.0311754 | Time: 2591.85 ms [2022-03-31 21:50:27 main:574] : INFO : Epoch 1907 | loss: 0.0311626 | val_loss: 0.0311759 | Time: 2603.81 ms [2022-03-31 21:50:29 main:574] : INFO : Epoch 1908 | loss: 0.0311622 | val_loss: 0.031182 | Time: 2623.87 ms [2022-03-31 21:50:32 main:574] : INFO : Epoch 1909 | loss: 0.0311612 | val_loss: 0.0311763 | Time: 2600.4 ms [2022-03-31 21:50:35 main:574] : INFO : Epoch 1910 | loss: 0.0311632 | val_loss: 0.0311781 | Time: 2604.14 ms [2022-03-31 21:50:37 main:574] : INFO : Epoch 1911 | loss: 0.0311631 | val_loss: 0.0311767 | Time: 2600.32 ms [2022-03-31 21:50:40 main:574] : INFO : Epoch 1912 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 2618.67 ms [2022-03-31 21:50:42 main:574] : INFO : Epoch 1913 | loss: 0.0311617 | val_loss: 0.031177 | Time: 2597.76 ms [2022-03-31 21:50:45 main:574] : INFO : Epoch 1914 | loss: 0.0311603 | val_loss: 0.0311751 | Time: 2601.78 ms [2022-03-31 21:50:48 main:574] : INFO : Epoch 1915 | loss: 0.0311599 | val_loss: 0.0311735 | Time: 2592.03 ms [2022-03-31 21:50:50 main:574] : INFO : Epoch 1916 | loss: 0.0311604 | val_loss: 0.0311739 | Time: 2610.03 ms [2022-03-31 21:50:53 main:574] : INFO : Epoch 1917 | loss: 0.031161 | val_loss: 0.0311832 | Time: 2597.22 ms [2022-03-31 21:50:55 main:574] : INFO : Epoch 1918 | loss: 0.0311625 | val_loss: 0.0311832 | Time: 2583.19 ms [2022-03-31 21:50:58 main:574] : INFO : Epoch 1919 | loss: 0.0311624 | val_loss: 0.031176 | Time: 2589.23 ms [2022-03-31 21:51:01 main:574] : INFO : Epoch 1920 | loss: 0.0311636 | val_loss: 0.0311827 | Time: 2619.72 ms [2022-03-31 21:51:03 main:574] : INFO : Epoch 1921 | loss: 0.0311618 | val_loss: 0.0311761 | Time: 2597.9 ms [2022-03-31 21:51:06 main:574] : INFO : Epoch 1922 | loss: 0.0311637 | val_loss: 0.0311763 | Time: 2601.47 ms [2022-03-31 21:51:08 main:574] : INFO : Epoch 1923 | loss: 0.0311624 | val_loss: 0.0311768 | Time: 2588.84 ms [2022-03-31 21:51:11 main:574] : INFO : Epoch 1924 | loss: 0.0311618 | val_loss: 0.0311768 | Time: 2617.72 ms [2022-03-31 21:51:14 main:574] : INFO : Epoch 1925 | loss: 0.0311595 | val_loss: 0.0311806 | Time: 2600.62 ms [2022-03-31 21:51:16 main:574] : INFO : Epoch 1926 | loss: 0.0311615 | val_loss: 0.0311795 | Time: 2591.09 ms [2022-03-31 21:51:19 main:574] : INFO : Epoch 1927 | loss: 0.0311614 | val_loss: 0.0311765 | Time: 2612.13 ms [2022-03-31 21:51:21 main:574] : INFO : Epoch 1928 | loss: 0.0311611 | val_loss: 0.0311781 | Time: 2620.94 ms [2022-03-31 21:51:24 main:574] : INFO : Epoch 1929 | loss: 0.0311623 | val_loss: 0.0311778 | Time: 2608.11 ms [2022-03-31 21:51:27 main:574] : INFO : Epoch 1930 | loss: 0.0311736 | val_loss: 0.0311819 | Time: 2611 ms [2022-03-31 21:51:29 main:574] : INFO : Epoch 1931 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 2597.53 ms [2022-03-31 21:51:32 main:574] : INFO : Epoch 1932 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 2616.72 ms [2022-03-31 21:51:35 main:574] : INFO : Epoch 1933 | loss: 0.0311763 | val_loss: 0.0311795 | Time: 2601.42 ms [2022-03-31 21:51:37 main:574] : INFO : Epoch 1934 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 2599.82 ms [2022-03-31 21:51:40 main:574] : INFO : Epoch 1935 | loss: 0.0311702 | val_loss: 0.0311782 | Time: 2620.68 ms [2022-03-31 21:51:42 main:574] : INFO : Epoch 1936 | loss: 0.031167 | val_loss: 0.0311774 | Time: 2614.96 ms [2022-03-31 21:51:45 main:574] : INFO : Epoch 1937 | loss: 0.031165 | val_loss: 0.0311763 | Time: 2592.78 ms [2022-03-31 21:51:48 main:574] : INFO : Epoch 1938 | loss: 0.0311666 | val_loss: 0.031176 | Time: 2585.05 ms [2022-03-31 21:51:50 main:574] : INFO : Epoch 1939 | loss: 0.0311676 | val_loss: 0.0311809 | Time: 2599.27 ms [2022-03-31 21:51:53 main:574] : INFO : Epoch 1940 | loss: 0.0311629 | val_loss: 0.0311756 | Time: 2611.68 ms [2022-03-31 21:51:55 main:574] : INFO : Epoch 1941 | loss: 0.0311633 | val_loss: 0.0311775 | Time: 2591.08 ms [2022-03-31 21:51:58 main:574] : INFO : Epoch 1942 | loss: 0.0311618 | val_loss: 0.0311785 | Time: 2607.8 ms [2022-03-31 21:52:01 main:574] : INFO : Epoch 1943 | loss: 0.0311617 | val_loss: 0.0311778 | Time: 2587.15 ms [2022-03-31 21:52:03 main:574] : INFO : Epoch 1944 | loss: 0.0311619 | val_loss: 0.0311869 | Time: 2611.51 ms [2022-03-31 21:52:06 main:574] : INFO : Epoch 1945 | loss: 0.031165 | val_loss: 0.0311766 | Time: 2591.85 ms [2022-03-31 21:52:08 main:574] : INFO : Epoch 1946 | loss: 0.0311628 | val_loss: 0.0311787 | Time: 2589.18 ms [2022-03-31 21:52:11 main:574] : INFO : Epoch 1947 | loss: 0.0311605 | val_loss: 0.0311764 | Time: 2610.8 ms [2022-03-31 21:52:14 main:574] : INFO : Epoch 1948 | loss: 0.0311626 | val_loss: 0.0311783 | Time: 2602.12 ms [2022-03-31 21:52:16 main:574] : INFO : Epoch 1949 | loss: 0.0311653 | val_loss: 0.0311933 | Time: 2612.41 ms [2022-03-31 21:52:19 main:574] : INFO : Epoch 1950 | loss: 0.0311628 | val_loss: 0.0311811 | Time: 2596.66 ms [2022-03-31 21:52:21 main:574] : INFO : Epoch 1951 | loss: 0.0311619 | val_loss: 0.0311835 | Time: 2590.31 ms [2022-03-31 21:52:24 main:574] : INFO : Epoch 1952 | loss: 0.031162 | val_loss: 0.0311844 | Time: 2602.75 ms [2022-03-31 21:52:27 main:574] : INFO : Epoch 1953 | loss: 0.0311588 | val_loss: 0.0311794 | Time: 2586.97 ms [2022-03-31 21:52:29 main:574] : INFO : Epoch 1954 | loss: 0.0311574 | val_loss: 0.0311776 | Time: 2598.08 ms [2022-03-31 21:52:32 main:574] : INFO : Epoch 1955 | loss: 0.031161 | val_loss: 0.0311787 | Time: 2608.69 ms [2022-03-31 21:52:34 main:574] : INFO : Epoch 1956 | loss: 0.0311633 | val_loss: 0.0311771 | Time: 2603.52 ms [2022-03-31 21:52:37 main:574] : INFO : Epoch 1957 | loss: 0.0311631 | val_loss: 0.0311771 | Time: 2595.35 ms [2022-03-31 21:52:40 main:574] : INFO : Epoch 1958 | loss: 0.031159 | val_loss: 0.0311793 | Time: 2599.91 ms [2022-03-31 21:52:42 main:574] : INFO : Epoch 1959 | loss: 0.0311592 | val_loss: 0.0311768 | Time: 2602.02 ms [2022-03-31 21:52:45 main:574] : INFO : Epoch 1960 | loss: 0.031159 | val_loss: 0.0311787 | Time: 2609.92 ms [2022-03-31 21:52:47 main:574] : INFO : Epoch 1961 | loss: 0.0311572 | val_loss: 0.031178 | Time: 2607.9 ms [2022-03-31 21:52:50 main:574] : INFO : Epoch 1962 | loss: 0.0311561 | val_loss: 0.0311792 | Time: 2594.27 ms [2022-03-31 21:52:53 main:574] : INFO : Epoch 1963 | loss: 0.0311576 | val_loss: 0.0311785 | Time: 2605.48 ms [2022-03-31 21:52:55 main:574] : INFO : Epoch 1964 | loss: 0.031158 | val_loss: 0.0311822 | Time: 2594.04 ms [2022-03-31 21:52:58 main:574] : INFO : Epoch 1965 | loss: 0.0311602 | val_loss: 0.0311789 | Time: 2584.21 ms [2022-03-31 21:53:00 main:574] : INFO : Epoch 1966 | loss: 0.0311627 | val_loss: 0.0311779 | Time: 2589.12 ms [2022-03-31 21:53:03 main:574] : INFO : Epoch 1967 | loss: 0.0311624 | val_loss: 0.0311796 | Time: 2609.93 ms [2022-03-31 21:53:06 main:574] : INFO : Epoch 1968 | loss: 0.0311647 | val_loss: 0.0311788 | Time: 2601.06 ms [2022-03-31 21:53:08 main:574] : INFO : Epoch 1969 | loss: 0.0311625 | val_loss: 0.0311775 | Time: 2596.61 ms [2022-03-31 21:53:11 main:574] : INFO : Epoch 1970 | loss: 0.0311622 | val_loss: 0.0311821 | Time: 2601.85 ms [2022-03-31 21:53:13 main:574] : INFO : Epoch 1971 | loss: 0.0311636 | val_loss: 0.0311917 | Time: 2611.69 ms [2022-03-31 21:53:16 main:574] : INFO : Epoch 1972 | loss: 0.0311671 | val_loss: 0.0311782 | Time: 2596.53 ms [2022-03-31 21:53:19 main:574] : INFO : Epoch 1973 | loss: 0.0311653 | val_loss: 0.0311794 | Time: 2608.82 ms [2022-03-31 21:53:21 main:574] : INFO : Epoch 1974 | loss: 0.0311633 | val_loss: 0.0311767 | Time: 2606.38 ms [2022-03-31 21:53:24 main:574] : INFO : Epoch 1975 | loss: 0.0311665 | val_loss: 0.031174 | Time: 2622.84 ms [2022-03-31 21:53:26 main:574] : INFO : Epoch 1976 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 2602.41 ms [2022-03-31 21:53:29 main:574] : INFO : Epoch 1977 | loss: 0.0311642 | val_loss: 0.0311764 | Time: 2589.42 ms [2022-03-31 21:53:32 main:574] : INFO : Epoch 1978 | loss: 0.031167 | val_loss: 0.0311783 | Time: 2583.59 ms [2022-03-31 21:53:34 main:574] : INFO : Epoch 1979 | loss: 0.0311621 | val_loss: 0.0311784 | Time: 2601.52 ms [2022-03-31 21:53:37 main:574] : INFO : Epoch 1980 | loss: 0.0311618 | val_loss: 0.0311773 | Time: 2589.99 ms [2022-03-31 21:53:39 main:574] : INFO : Epoch 1981 | loss: 0.0311632 | val_loss: 0.0311768 | Time: 2607.59 ms [2022-03-31 21:53:42 main:574] : INFO : Epoch 1982 | loss: 0.031165 | val_loss: 0.0311821 | Time: 2597.37 ms [2022-03-31 21:53:45 main:574] : INFO : Epoch 1983 | loss: 0.0311599 | val_loss: 0.0311804 | Time: 2612.8 ms [2022-03-31 21:53:47 main:574] : INFO : Epoch 1984 | loss: 0.0311607 | val_loss: 0.0311807 | Time: 2586.69 ms [2022-03-31 21:53:50 main:574] : INFO : Epoch 1985 | loss: 0.0311596 | val_loss: 0.0311756 | Time: 2588.99 ms [2022-03-31 21:53:52 main:574] : INFO : Epoch 1986 | loss: 0.0311579 | val_loss: 0.0311773 | Time: 2598.07 ms [2022-03-31 21:53:55 main:574] : INFO : Epoch 1987 | loss: 0.0311593 | val_loss: 0.0311768 | Time: 2631.63 ms [2022-03-31 21:53:58 main:574] : INFO : Epoch 1988 | loss: 0.0311614 | val_loss: 0.0311791 | Time: 2595.63 ms [2022-03-31 21:54:00 main:574] : INFO : Epoch 1989 | loss: 0.0311639 | val_loss: 0.0311775 | Time: 2592.52 ms [2022-03-31 21:54:03 main:574] : INFO : Epoch 1990 | loss: 0.0311636 | val_loss: 0.0311771 | Time: 2611.43 ms [2022-03-31 21:54:06 main:574] : INFO : Epoch 1991 | loss: 0.031162 | val_loss: 0.0311817 | Time: 2613.12 ms [2022-03-31 21:54:08 main:574] : INFO : Epoch 1992 | loss: 0.0311622 | val_loss: 0.0311766 | Time: 2601.92 ms [2022-03-31 21:54:11 main:574] : INFO : Epoch 1993 | loss: 0.0311622 | val_loss: 0.0311745 | Time: 2601.18 ms [2022-03-31 21:54:13 main:574] : INFO : Epoch 1994 | loss: 0.0311603 | val_loss: 0.0311797 | Time: 2601.32 ms [2022-03-31 21:54:16 main:574] : INFO : Epoch 1995 | loss: 0.0311644 | val_loss: 0.031175 | Time: 2614.85 ms [2022-03-31 21:54:19 main:574] : INFO : Epoch 1996 | loss: 0.0311638 | val_loss: 0.031178 | Time: 2603.84 ms [2022-03-31 21:54:21 main:574] : INFO : Epoch 1997 | loss: 0.0311598 | val_loss: 0.0311769 | Time: 2588.14 ms [2022-03-31 21:54:24 main:574] : INFO : Epoch 1998 | loss: 0.03116 | val_loss: 0.0311768 | Time: 2601.93 ms [2022-03-31 21:54:26 main:574] : INFO : Epoch 1999 | loss: 0.0311583 | val_loss: 0.0311772 | Time: 2615.39 ms [2022-03-31 21:54:29 main:574] : INFO : Epoch 2000 | loss: 0.0311568 | val_loss: 0.0311753 | Time: 2598.85 ms [2022-03-31 21:54:32 main:574] : INFO : Epoch 2001 | loss: 0.031158 | val_loss: 0.0311812 | Time: 2588.15 ms [2022-03-31 21:54:34 main:574] : INFO : Epoch 2002 | loss: 0.0311591 | val_loss: 0.0311786 | Time: 2598.83 ms [2022-03-31 21:54:37 main:574] : INFO : Epoch 2003 | loss: 0.0311594 | val_loss: 0.0311762 | Time: 2606.93 ms [2022-03-31 21:54:39 main:574] : INFO : Epoch 2004 | loss: 0.031164 | val_loss: 0.0311816 | Time: 2586.77 ms [2022-03-31 21:54:42 main:574] : INFO : Epoch 2005 | loss: 0.0311644 | val_loss: 0.031181 | Time: 2594.34 ms [2022-03-31 21:54:45 main:574] : INFO : Epoch 2006 | loss: 0.0311601 | val_loss: 0.03118 | Time: 2606.32 ms [2022-03-31 21:54:47 main:574] : INFO : Epoch 2007 | loss: 0.0311623 | val_loss: 0.0311798 | Time: 2625.38 ms [2022-03-31 21:54:50 main:574] : INFO : Epoch 2008 | loss: 0.0311614 | val_loss: 0.0311779 | Time: 2592.85 ms [2022-03-31 21:54:52 main:574] : INFO : Epoch 2009 | loss: 0.0311614 | val_loss: 0.0311828 | Time: 2591.01 ms [2022-03-31 21:54:55 main:574] : INFO : Epoch 2010 | loss: 0.0311601 | val_loss: 0.0311777 | Time: 2602.79 ms [2022-03-31 21:54:58 main:574] : INFO : Epoch 2011 | loss: 0.0311613 | val_loss: 0.031182 | Time: 2611.66 ms [2022-03-31 21:55:00 main:574] : INFO : Epoch 2012 | loss: 0.0311628 | val_loss: 0.0311753 | Time: 2609.32 ms [2022-03-31 21:55:03 main:574] : INFO : Epoch 2013 | loss: 0.0311597 | val_loss: 0.0311776 | Time: 2601.92 ms [2022-03-31 21:55:05 main:574] : INFO : Epoch 2014 | loss: 0.0311627 | val_loss: 0.0311816 | Time: 2591.1 ms [2022-03-31 21:55:08 main:574] : INFO : Epoch 2015 | loss: 0.0311597 | val_loss: 0.0311765 | Time: 2615.03 ms [2022-03-31 21:55:11 main:574] : INFO : Epoch 2016 | loss: 0.0311586 | val_loss: 0.0311792 | Time: 2586.53 ms [2022-03-31 21:55:13 main:574] : INFO : Epoch 2017 | loss: 0.0311582 | val_loss: 0.0311736 | Time: 2593.63 ms [2022-03-31 21:55:16 main:574] : INFO : Epoch 2018 | loss: 0.0311618 | val_loss: 0.0311785 | Time: 2605.34 ms [2022-03-31 21:55:18 main:574] : INFO : Epoch 2019 | loss: 0.0311619 | val_loss: 0.0311729 | Time: 2616.32 ms [2022-03-31 21:55:21 main:574] : INFO : Epoch 2020 | loss: 0.0311595 | val_loss: 0.0311752 | Time: 2597.55 ms [2022-03-31 21:55:24 main:574] : INFO : Epoch 2021 | loss: 0.0311587 | val_loss: 0.0311719 | Time: 2590.28 ms [2022-03-31 21:55:26 main:574] : INFO : Epoch 2022 | loss: 0.0311581 | val_loss: 0.031175 | Time: 2596.99 ms [2022-03-31 21:55:29 main:574] : INFO : Epoch 2023 | loss: 0.0311561 | val_loss: 0.0311745 | Time: 2622.11 ms [2022-03-31 21:55:31 main:574] : INFO : Epoch 2024 | loss: 0.031156 | val_loss: 0.0311776 | Time: 2606.12 ms [2022-03-31 21:55:34 main:574] : INFO : Epoch 2025 | loss: 0.0311589 | val_loss: 0.0311792 | Time: 2614.49 ms [2022-03-31 21:55:37 main:574] : INFO : Epoch 2026 | loss: 0.031158 | val_loss: 0.0311786 | Time: 2606.2 ms [2022-03-31 21:55:39 main:574] : INFO : Epoch 2027 | loss: 0.0311578 | val_loss: 0.031179 | Time: 2606.51 ms [2022-03-31 21:55:42 main:574] : INFO : Epoch 2028 | loss: 0.0311602 | val_loss: 0.0311722 | Time: 2600.4 ms [2022-03-31 21:55:45 main:574] : INFO : Epoch 2029 | loss: 0.03116 | val_loss: 0.0311785 | Time: 2600.41 ms [2022-03-31 21:55:47 main:574] : INFO : Epoch 2030 | loss: 0.0311568 | val_loss: 0.0311756 | Time: 2598.6 ms [2022-03-31 21:55:50 main:574] : INFO : Epoch 2031 | loss: 0.0311584 | val_loss: 0.0311733 | Time: 2628.84 ms [2022-03-31 21:55:52 main:574] : INFO : Epoch 2032 | loss: 0.0311568 | val_loss: 0.0311751 | Time: 2602.28 ms [2022-03-31 21:55:55 main:574] : INFO : Epoch 2033 | loss: 0.031161 | val_loss: 0.031181 | Time: 2605.43 ms [2022-03-31 21:55:58 main:574] : INFO : Epoch 2034 | loss: 0.0311615 | val_loss: 0.0311727 | Time: 2604.12 ms [2022-03-31 21:56:00 main:574] : INFO : Epoch 2035 | loss: 0.0311588 | val_loss: 0.0311783 | Time: 2623.74 ms [2022-03-31 21:56:03 main:574] : INFO : Epoch 2036 | loss: 0.0311589 | val_loss: 0.031175 | Time: 2611.7 ms [2022-03-31 21:56:05 main:574] : INFO : Epoch 2037 | loss: 0.0311602 | val_loss: 0.031171 | Time: 2591.35 ms [2022-03-31 21:56:08 main:574] : INFO : Epoch 2038 | loss: 0.0311593 | val_loss: 0.0311743 | Time: 2617.54 ms [2022-03-31 21:56:11 main:574] : INFO : Epoch 2039 | loss: 0.03116 | val_loss: 0.0311729 | Time: 2610.25 ms [2022-03-31 21:56:13 main:574] : INFO : Epoch 2040 | loss: 0.03116 | val_loss: 0.0311761 | Time: 2597.42 ms [2022-03-31 21:56:16 main:574] : INFO : Epoch 2041 | loss: 0.0311615 | val_loss: 0.0311754 | Time: 2684.62 ms [2022-03-31 21:56:19 main:574] : INFO : Epoch 2042 | loss: 0.0311699 | val_loss: 0.0311882 | Time: 2595.57 ms [2022-03-31 21:56:21 main:574] : INFO : Epoch 2043 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 2624.32 ms [2022-03-31 21:56:24 main:574] : INFO : Epoch 2044 | loss: 0.031163 | val_loss: 0.0311724 | Time: 2612.2 ms [2022-03-31 21:56:26 main:574] : INFO : Epoch 2045 | loss: 0.031162 | val_loss: 0.0311704 | Time: 2601.2 ms [2022-03-31 21:56:29 main:574] : INFO : Epoch 2046 | loss: 0.0311589 | val_loss: 0.031175 | Time: 2614.59 ms [2022-03-31 21:56:32 main:574] : INFO : Epoch 2047 | loss: 0.0311605 | val_loss: 0.0311725 | Time: 2617.41 ms [2022-03-31 21:56:34 main:574] : INFO : Epoch 2048 | loss: 0.031164 | val_loss: 0.0311775 | Time: 2609.75 ms [2022-03-31 21:56:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311775 [2022-03-31 21:56:34 main:603] : INFO : Saving end state to config to file [2022-03-31 21:56:34 main:608] : INFO : Success, exiting.. 21:56:34 (21512): 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)