Task 12546428
| Name | ParityModified-1645992475-29920-2-0_0 |
| Workunit | 9709245 |
| Created | 4 Mar 2022, 18:11:56 UTC |
| Sent | 8 Mar 2022, 0:44:41 UTC |
| Report deadline | 16 Mar 2022, 0:44:41 UTC |
| Received | 9 Mar 2022, 5:41:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 43 min 19 sec |
| CPU time | 1 hours 41 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311905 | val_loss: 0.0311912 | Time: 2720.41 ms [2022-03-09 05:17:03 main:574] : INFO : Epoch 1543 | loss: 0.031191 | val_loss: 0.0311925 | Time: 2501.95 ms [2022-03-09 05:17:06 main:574] : INFO : Epoch 1544 | loss: 0.0311903 | val_loss: 0.031192 | Time: 2541.96 ms [2022-03-09 05:17:08 main:574] : INFO : Epoch 1545 | loss: 0.0311905 | val_loss: 0.0311926 | Time: 2688.47 ms [2022-03-09 05:17:12 main:574] : INFO : Epoch 1546 | loss: 0.0311898 | val_loss: 0.0311908 | Time: 3301.78 ms [2022-03-09 05:17:15 main:574] : INFO : Epoch 1547 | loss: 0.0311903 | val_loss: 0.0311911 | Time: 2997.76 ms [2022-03-09 05:17:18 main:574] : INFO : Epoch 1548 | loss: 0.0311903 | val_loss: 0.0311907 | Time: 3246.54 ms [2022-03-09 05:17:21 main:574] : INFO : Epoch 1549 | loss: 0.0311895 | val_loss: 0.0311917 | Time: 3143.49 ms [2022-03-09 05:17:24 main:574] : INFO : Epoch 1550 | loss: 0.03119 | val_loss: 0.0311909 | Time: 3138.46 ms [2022-03-09 05:17:27 main:574] : INFO : Epoch 1551 | loss: 0.0311893 | val_loss: 0.0311902 | Time: 2889.16 ms [2022-03-09 05:17:30 main:574] : INFO : Epoch 1552 | loss: 0.0311897 | val_loss: 0.0311906 | Time: 2997.09 ms [2022-03-09 05:17:33 main:574] : INFO : Epoch 1553 | loss: 0.0311892 | val_loss: 0.03119 | Time: 2982.35 ms [2022-03-09 05:17:36 main:574] : INFO : Epoch 1554 | loss: 0.0311885 | val_loss: 0.0311899 | Time: 2940.09 ms [2022-03-09 05:17:39 main:574] : INFO : Epoch 1555 | loss: 0.0311883 | val_loss: 0.0311912 | Time: 3304.98 ms [2022-03-09 05:17:42 main:574] : INFO : Epoch 1556 | loss: 0.0311896 | val_loss: 0.0311896 | Time: 2601.92 ms [2022-03-09 05:17:45 main:574] : INFO : Epoch 1557 | loss: 0.0311884 | val_loss: 0.0311909 | Time: 2567.3 ms [2022-03-09 05:17:48 main:574] : INFO : Epoch 1558 | loss: 0.0311884 | val_loss: 0.0311888 | Time: 2898.35 ms [2022-03-09 05:17:51 main:574] : INFO : Epoch 1559 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 2997.34 ms [2022-03-09 05:17:54 main:574] : INFO : Epoch 1560 | loss: 0.0311876 | val_loss: 0.0311906 | Time: 3266.06 ms [2022-03-09 05:17:57 main:574] : INFO : Epoch 1561 | loss: 0.0311883 | val_loss: 0.0311888 | Time: 3055.16 ms [2022-03-09 05:18:00 main:574] : INFO : Epoch 1562 | loss: 0.0311868 | val_loss: 0.0311882 | Time: 2846.19 ms [2022-03-09 05:18:05 main:574] : INFO : Epoch 1563 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 4628.69 ms [2022-03-09 05:18:09 main:574] : INFO : Epoch 1564 | loss: 0.0311874 | val_loss: 0.0311888 | Time: 4179.67 ms [2022-03-09 05:18:13 main:574] : INFO : Epoch 1565 | loss: 0.0311858 | val_loss: 0.0311864 | Time: 3826.14 ms [2022-03-09 05:18:15 main:574] : INFO : Epoch 1566 | loss: 0.0311848 | val_loss: 0.0311859 | Time: 2439.92 ms [2022-03-09 05:18:18 main:574] : INFO : Epoch 1567 | loss: 0.0311845 | val_loss: 0.0311864 | Time: 2473.38 ms [2022-03-09 05:18:20 main:574] : INFO : Epoch 1568 | loss: 0.0311845 | val_loss: 0.0311859 | Time: 2708.37 ms [2022-03-09 05:18:23 main:574] : INFO : Epoch 1569 | loss: 0.0311853 | val_loss: 0.0311861 | Time: 2680.35 ms [2022-03-09 05:18:26 main:574] : INFO : Epoch 1570 | loss: 0.0311844 | val_loss: 0.0311903 | Time: 2426.61 ms [2022-03-09 05:18:28 main:574] : INFO : Epoch 1571 | loss: 0.0311868 | val_loss: 0.0311858 | Time: 2611.68 ms [2022-03-09 05:18:31 main:574] : INFO : Epoch 1572 | loss: 0.0311843 | val_loss: 0.0311871 | Time: 3158.05 ms [2022-03-09 05:18:34 main:574] : INFO : Epoch 1573 | loss: 0.0311851 | val_loss: 0.031187 | Time: 2612.18 ms [2022-03-09 05:18:37 main:574] : INFO : Epoch 1574 | loss: 0.0311845 | val_loss: 0.0311854 | Time: 2449.46 ms [2022-03-09 05:18:39 main:574] : INFO : Epoch 1575 | loss: 0.0311835 | val_loss: 0.0311866 | Time: 2678.71 ms [2022-03-09 05:18:42 main:574] : INFO : Epoch 1576 | loss: 0.0311843 | val_loss: 0.0311855 | Time: 2539.09 ms [2022-03-09 05:18:44 main:574] : INFO : Epoch 1577 | loss: 0.0311835 | val_loss: 0.0311878 | Time: 2487.78 ms [2022-03-09 05:18:47 main:574] : INFO : Epoch 1578 | loss: 0.0311856 | val_loss: 0.0311853 | Time: 2630.94 ms [2022-03-09 05:18:50 main:574] : INFO : Epoch 1579 | loss: 0.0311847 | val_loss: 0.0311861 | Time: 2728.06 ms [2022-03-09 05:18:52 main:574] : INFO : Epoch 1580 | loss: 0.0311835 | val_loss: 0.0311854 | Time: 2554.68 ms [2022-03-09 05:18:55 main:574] : INFO : Epoch 1581 | loss: 0.0311848 | val_loss: 0.0311852 | Time: 2535.87 ms [2022-03-09 05:18:58 main:574] : INFO : Epoch 1582 | loss: 0.031184 | val_loss: 0.0311845 | Time: 2669.33 ms [2022-03-09 05:19:00 main:574] : INFO : Epoch 1583 | loss: 0.031186 | val_loss: 0.0311886 | Time: 2661.06 ms [2022-03-09 05:19:03 main:574] : INFO : Epoch 1584 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 3098.02 ms [2022-03-09 05:19:06 main:574] : INFO : Epoch 1585 | loss: 0.0311876 | val_loss: 0.0312048 | Time: 2655.43 ms [2022-03-09 05:19:09 main:574] : INFO : Epoch 1586 | loss: 0.0311899 | val_loss: 0.0311847 | Time: 2639.2 ms [2022-03-09 05:19:12 main:574] : INFO : Epoch 1587 | loss: 0.0311824 | val_loss: 0.031185 | Time: 2841.98 ms [2022-03-09 05:19:15 main:574] : INFO : Epoch 1588 | loss: 0.0311837 | val_loss: 0.0311853 | Time: 3007.28 ms [2022-03-09 05:19:18 main:574] : INFO : Epoch 1589 | loss: 0.0311827 | val_loss: 0.0311848 | Time: 3072.93 ms [2022-03-09 05:19:21 main:574] : INFO : Epoch 1590 | loss: 0.0311823 | val_loss: 0.0311843 | Time: 3215.49 ms [2022-03-09 05:19:24 main:574] : INFO : Epoch 1591 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 2987.84 ms [2022-03-09 05:19:27 main:574] : INFO : Epoch 1592 | loss: 0.0311824 | val_loss: 0.0311856 | Time: 3021.82 ms [2022-03-09 05:19:30 main:574] : INFO : Epoch 1593 | loss: 0.0311827 | val_loss: 0.031184 | Time: 3108.75 ms [2022-03-09 05:19:33 main:574] : INFO : Epoch 1594 | loss: 0.0311832 | val_loss: 0.0311842 | Time: 2881.14 ms [2022-03-09 05:19:36 main:574] : INFO : Epoch 1595 | loss: 0.031183 | val_loss: 0.0311841 | Time: 2494.47 ms [2022-03-09 05:19:38 main:574] : INFO : Epoch 1596 | loss: 0.0311819 | val_loss: 0.0311861 | Time: 2583.13 ms [2022-03-09 05:19:42 main:574] : INFO : Epoch 1597 | loss: 0.0311833 | val_loss: 0.0311844 | Time: 3273.58 ms [2022-03-09 05:19:45 main:574] : INFO : Epoch 1598 | loss: 0.0311844 | val_loss: 0.0311845 | Time: 3079.7 ms [2022-03-09 05:19:48 main:574] : INFO : Epoch 1599 | loss: 0.0311825 | val_loss: 0.0311862 | Time: 3193.69 ms [2022-03-09 05:19:51 main:574] : INFO : Epoch 1600 | loss: 0.0311871 | val_loss: 0.0311882 | Time: 3202.51 ms [2022-03-09 05:19:54 main:574] : INFO : Epoch 1601 | loss: 0.0311819 | val_loss: 0.0311848 | Time: 2964.4 ms [2022-03-09 05:19:57 main:574] : INFO : Epoch 1602 | loss: 0.0311821 | val_loss: 0.0311846 | Time: 2519.92 ms [2022-03-09 05:19:59 main:574] : INFO : Epoch 1603 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 2437.25 ms [2022-03-09 05:20:02 main:574] : INFO : Epoch 1604 | loss: 0.0311822 | val_loss: 0.0311889 | Time: 2815.82 ms [2022-03-09 05:20:05 main:574] : INFO : Epoch 1605 | loss: 0.0311835 | val_loss: 0.0311858 | Time: 2894.15 ms [2022-03-09 05:20:08 main:574] : INFO : Epoch 1606 | loss: 0.0311818 | val_loss: 0.0311831 | Time: 2789.06 ms [2022-03-09 05:20:10 main:574] : INFO : Epoch 1607 | loss: 0.031181 | val_loss: 0.0311845 | Time: 2523.7 ms [2022-03-09 05:20:13 main:574] : INFO : Epoch 1608 | loss: 0.0311814 | val_loss: 0.031183 | Time: 2575.29 ms [2022-03-09 05:20:16 main:574] : INFO : Epoch 1609 | loss: 0.0311832 | val_loss: 0.0311832 | Time: 2627.46 ms [2022-03-09 05:20:19 main:574] : INFO : Epoch 1610 | loss: 0.0311811 | val_loss: 0.0311843 | Time: 2700.05 ms [2022-03-09 05:20:21 main:574] : INFO : Epoch 1611 | loss: 0.0311842 | val_loss: 0.0311888 | Time: 2548.46 ms [2022-03-09 05:20:24 main:574] : INFO : Epoch 1612 | loss: 0.031183 | val_loss: 0.0311831 | Time: 2683.11 ms [2022-03-09 05:20:26 main:574] : INFO : Epoch 1613 | loss: 0.0311806 | val_loss: 0.031186 | Time: 2486.32 ms [2022-03-09 05:20:29 main:574] : INFO : Epoch 1614 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 2683.66 ms [2022-03-09 05:20:32 main:574] : INFO : Epoch 1615 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 2673.56 ms [2022-03-09 05:20:35 main:574] : INFO : Epoch 1616 | loss: 0.0311812 | val_loss: 0.031181 | Time: 3081.53 ms [2022-03-09 05:20:38 main:574] : INFO : Epoch 1617 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 2841.21 ms [2022-03-09 05:20:41 main:574] : INFO : Epoch 1618 | loss: 0.0311793 | val_loss: 0.0311862 | Time: 2978.22 ms [2022-03-09 05:20:44 main:574] : INFO : Epoch 1619 | loss: 0.0311792 | val_loss: 0.031178 | Time: 3024.12 ms [2022-03-09 05:20:47 main:574] : INFO : Epoch 1620 | loss: 0.0311762 | val_loss: 0.0311777 | Time: 2893.13 ms [2022-03-09 05:20:50 main:574] : INFO : Epoch 1621 | loss: 0.0311768 | val_loss: 0.0311756 | Time: 2991.74 ms [2022-03-09 05:20:53 main:574] : INFO : Epoch 1622 | loss: 0.031174 | val_loss: 0.0311755 | Time: 3224.99 ms [2022-03-09 05:20:56 main:574] : INFO : Epoch 1623 | loss: 0.031173 | val_loss: 0.0311748 | Time: 2895.51 ms [2022-03-09 05:20:59 main:574] : INFO : Epoch 1624 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 3039.66 ms [2022-03-09 05:21:04 main:574] : INFO : Epoch 1625 | loss: 0.0311707 | val_loss: 0.0311786 | Time: 4231.79 ms [2022-03-09 05:21:07 main:574] : INFO : Epoch 1626 | loss: 0.0311718 | val_loss: 0.031175 | Time: 3293.9 ms [2022-03-09 05:21:10 main:574] : INFO : Epoch 1627 | loss: 0.0311681 | val_loss: 0.0311743 | Time: 2780.19 ms [2022-03-09 05:21:13 main:574] : INFO : Epoch 1628 | loss: 0.0311676 | val_loss: 0.0311733 | Time: 3236.34 ms [2022-03-09 05:21:16 main:574] : INFO : Epoch 1629 | loss: 0.0311703 | val_loss: 0.0311744 | Time: 2973.84 ms [2022-03-09 05:21:21 main:574] : INFO : Epoch 1630 | loss: 0.0311716 | val_loss: 0.0311737 | Time: 4528.62 ms [2022-03-09 05:21:24 main:574] : INFO : Epoch 1631 | loss: 0.0311681 | val_loss: 0.0311854 | Time: 3542.32 ms [2022-03-09 05:21:27 main:574] : INFO : Epoch 1632 | loss: 0.0311675 | val_loss: 0.0311712 | Time: 2823.56 ms [2022-03-09 05:21:30 main:574] : INFO : Epoch 1633 | loss: 0.031167 | val_loss: 0.0311757 | Time: 3055.8 ms [2022-03-09 05:21:33 main:574] : INFO : Epoch 1634 | loss: 0.0311688 | val_loss: 0.0311731 | Time: 3124.55 ms [2022-03-09 05:21:36 main:574] : INFO : Epoch 1635 | loss: 0.0311714 | val_loss: 0.0311727 | Time: 2882.86 ms [2022-03-09 05:21:39 main:574] : INFO : Epoch 1636 | loss: 0.0311697 | val_loss: 0.0311723 | Time: 3150.34 ms [2022-03-09 05:21:42 main:574] : INFO : Epoch 1637 | loss: 0.0311667 | val_loss: 0.0311716 | Time: 3114.79 ms [2022-03-09 05:21:46 main:574] : INFO : Epoch 1638 | loss: 0.0311684 | val_loss: 0.0311692 | Time: 3101.1 ms [2022-03-09 05:21:49 main:574] : INFO : Epoch 1639 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 2895.18 ms [2022-03-09 05:21:51 main:574] : INFO : Epoch 1640 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 2373.69 ms [2022-03-09 05:21:53 main:574] : INFO : Epoch 1641 | loss: 0.0311695 | val_loss: 0.0311744 | Time: 2451.71 ms [2022-03-09 05:21:56 main:574] : INFO : Epoch 1642 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 2461.08 ms [2022-03-09 05:21:59 main:574] : INFO : Epoch 1643 | loss: 0.0311679 | val_loss: 0.0311753 | Time: 2643.89 ms [2022-03-09 05:22:01 main:574] : INFO : Epoch 1644 | loss: 0.0311703 | val_loss: 0.0311755 | Time: 2599.1 ms [2022-03-09 05:22:04 main:574] : INFO : Epoch 1645 | loss: 0.0311715 | val_loss: 0.0311719 | Time: 2507.73 ms [2022-03-09 05:22:06 main:574] : INFO : Epoch 1646 | loss: 0.031167 | val_loss: 0.0311807 | Time: 2427.17 ms [2022-03-09 05:22:09 main:574] : INFO : Epoch 1647 | loss: 0.0311674 | val_loss: 0.0311843 | Time: 2489.29 ms [2022-03-09 05:22:11 main:574] : INFO : Epoch 1648 | loss: 0.0311667 | val_loss: 0.0311773 | Time: 2454.32 ms [2022-03-09 05:22:14 main:574] : INFO : Epoch 1649 | loss: 0.0311668 | val_loss: 0.0311734 | Time: 2738.79 ms [2022-03-09 05:22:16 main:574] : INFO : Epoch 1650 | loss: 0.0311651 | val_loss: 0.0311752 | Time: 2421 ms [2022-03-09 05:22:19 main:574] : INFO : Epoch 1651 | loss: 0.0311659 | val_loss: 0.0311712 | Time: 2461.2 ms [2022-03-09 05:22:21 main:574] : INFO : Epoch 1652 | loss: 0.0311645 | val_loss: 0.0311738 | Time: 2542.75 ms [2022-03-09 05:22:24 main:574] : INFO : Epoch 1653 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 2534.43 ms [2022-03-09 05:22:27 main:574] : INFO : Epoch 1654 | loss: 0.0311768 | val_loss: 0.0311718 | Time: 2625.12 ms [2022-03-09 05:22:29 main:574] : INFO : Epoch 1655 | loss: 0.0311672 | val_loss: 0.0311713 | Time: 2540.01 ms [2022-03-09 05:22:32 main:574] : INFO : Epoch 1656 | loss: 0.0311626 | val_loss: 0.031173 | Time: 2498.32 ms [2022-03-09 05:22:35 main:574] : INFO : Epoch 1657 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 2827.6 ms [2022-03-09 05:22:37 main:574] : INFO : Epoch 1658 | loss: 0.0311619 | val_loss: 0.03117 | Time: 2461.41 ms [2022-03-09 05:22:40 main:574] : INFO : Epoch 1659 | loss: 0.0311619 | val_loss: 0.0311714 | Time: 2468.31 ms [2022-03-09 05:22:42 main:574] : INFO : Epoch 1660 | loss: 0.0311601 | val_loss: 0.0311715 | Time: 2554.06 ms [2022-03-09 05:22:45 main:574] : INFO : Epoch 1661 | loss: 0.0311623 | val_loss: 0.031172 | Time: 2476.44 ms [2022-03-09 05:22:47 main:574] : INFO : Epoch 1662 | loss: 0.0311647 | val_loss: 0.0311705 | Time: 2413.41 ms [2022-03-09 05:22:50 main:574] : INFO : Epoch 1663 | loss: 0.0311665 | val_loss: 0.0311806 | Time: 2431.38 ms [2022-03-09 05:22:52 main:574] : INFO : Epoch 1664 | loss: 0.0311654 | val_loss: 0.0311753 | Time: 2466.14 ms [2022-03-09 05:22:54 main:574] : INFO : Epoch 1665 | loss: 0.0311627 | val_loss: 0.0311752 | Time: 2446.62 ms [2022-03-09 05:22:57 main:574] : INFO : Epoch 1666 | loss: 0.0311599 | val_loss: 0.0311684 | Time: 2583.38 ms [2022-03-09 05:23:00 main:574] : INFO : Epoch 1667 | loss: 0.031161 | val_loss: 0.0311681 | Time: 2682.1 ms [2022-03-09 05:23:02 main:574] : INFO : Epoch 1668 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 2550.08 ms [2022-03-09 05:23:05 main:574] : INFO : Epoch 1669 | loss: 0.0311607 | val_loss: 0.0311716 | Time: 2457.19 ms [2022-03-09 05:23:07 main:574] : INFO : Epoch 1670 | loss: 0.03116 | val_loss: 0.0311726 | Time: 2446.9 ms [2022-03-09 05:23:10 main:574] : INFO : Epoch 1671 | loss: 0.031161 | val_loss: 0.0311691 | Time: 2708.02 ms [2022-03-09 05:23:13 main:574] : INFO : Epoch 1672 | loss: 0.0311591 | val_loss: 0.0311681 | Time: 2493.31 ms [2022-03-09 05:23:15 main:574] : INFO : Epoch 1673 | loss: 0.0311602 | val_loss: 0.0311706 | Time: 2792.16 ms [2022-03-09 05:23:18 main:574] : INFO : Epoch 1674 | loss: 0.0311605 | val_loss: 0.0311706 | Time: 2430.68 ms [2022-03-09 05:23:20 main:574] : INFO : Epoch 1675 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 2464.33 ms [2022-03-09 05:23:23 main:574] : INFO : Epoch 1676 | loss: 0.0311603 | val_loss: 0.0311674 | Time: 2466.81 ms [2022-03-09 05:23:26 main:574] : INFO : Epoch 1677 | loss: 0.0311613 | val_loss: 0.0311793 | Time: 2740.76 ms [2022-03-09 05:23:28 main:574] : INFO : Epoch 1678 | loss: 0.0311647 | val_loss: 0.0311691 | Time: 2606.66 ms [2022-03-09 05:23:31 main:574] : INFO : Epoch 1679 | loss: 0.0311607 | val_loss: 0.0311737 | Time: 2544.68 ms [2022-03-09 05:23:33 main:574] : INFO : Epoch 1680 | loss: 0.0311604 | val_loss: 0.0311867 | Time: 2548.46 ms [2022-03-09 05:23:36 main:574] : INFO : Epoch 1681 | loss: 0.0311615 | val_loss: 0.0311707 | Time: 2421.08 ms [2022-03-09 05:23:38 main:574] : INFO : Epoch 1682 | loss: 0.0311613 | val_loss: 0.03117 | Time: 2549.41 ms [2022-03-09 05:23:41 main:574] : INFO : Epoch 1683 | loss: 0.0311586 | val_loss: 0.0311741 | Time: 2489.5 ms [2022-03-09 05:23:43 main:574] : INFO : Epoch 1684 | loss: 0.0311601 | val_loss: 0.0311716 | Time: 2478.99 ms [2022-03-09 05:23:46 main:574] : INFO : Epoch 1685 | loss: 0.0311574 | val_loss: 0.0311755 | Time: 2622.91 ms [2022-03-09 05:23:49 main:574] : INFO : Epoch 1686 | loss: 0.0311608 | val_loss: 0.0311701 | Time: 2965.42 ms [2022-03-09 05:23:52 main:574] : INFO : Epoch 1687 | loss: 0.0311586 | val_loss: 0.0311699 | Time: 2734.79 ms [2022-03-09 05:23:55 main:574] : INFO : Epoch 1688 | loss: 0.0311639 | val_loss: 0.0311755 | Time: 3375.33 ms [2022-03-09 05:23:58 main:574] : INFO : Epoch 1689 | loss: 0.0311709 | val_loss: 0.0312032 | Time: 3152.32 ms [2022-03-09 05:24:01 main:574] : INFO : Epoch 1690 | loss: 0.0311693 | val_loss: 0.0311691 | Time: 3106.83 ms [2022-03-09 05:24:04 main:574] : INFO : Epoch 1691 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 2790.31 ms [2022-03-09 05:24:08 main:574] : INFO : Epoch 1692 | loss: 0.0311617 | val_loss: 0.031168 | Time: 3183.39 ms [2022-03-09 05:24:10 main:574] : INFO : Epoch 1693 | loss: 0.0311607 | val_loss: 0.0311691 | Time: 2639.32 ms [2022-03-09 05:24:13 main:574] : INFO : Epoch 1694 | loss: 0.0311631 | val_loss: 0.0311688 | Time: 2606.3 ms [2022-03-09 05:24:15 main:574] : INFO : Epoch 1695 | loss: 0.0311638 | val_loss: 0.0311768 | Time: 2602.08 ms [2022-03-09 05:24:18 main:574] : INFO : Epoch 1696 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 2916.11 ms [2022-03-09 05:24:22 main:574] : INFO : Epoch 1697 | loss: 0.0311611 | val_loss: 0.0311759 | Time: 3337.69 ms [2022-03-09 05:24:25 main:574] : INFO : Epoch 1698 | loss: 0.0311578 | val_loss: 0.0311715 | Time: 3386.01 ms [2022-03-09 05:24:28 main:574] : INFO : Epoch 1699 | loss: 0.0311618 | val_loss: 0.0312037 | Time: 3207.48 ms [2022-03-09 05:24:32 main:574] : INFO : Epoch 1700 | loss: 0.031165 | val_loss: 0.0311715 | Time: 3229.48 ms [2022-03-09 05:24:35 main:574] : INFO : Epoch 1701 | loss: 0.0311603 | val_loss: 0.0311712 | Time: 2931.81 ms [2022-03-09 05:24:38 main:574] : INFO : Epoch 1702 | loss: 0.0311555 | val_loss: 0.031169 | Time: 3053.72 ms [2022-03-09 05:24:41 main:574] : INFO : Epoch 1703 | loss: 0.0311567 | val_loss: 0.0311723 | Time: 2790.88 ms [2022-03-09 05:24:44 main:574] : INFO : Epoch 1704 | loss: 0.0311601 | val_loss: 0.0311736 | Time: 2978.48 ms [2022-03-09 05:24:46 main:574] : INFO : Epoch 1705 | loss: 0.0311636 | val_loss: 0.0311725 | Time: 2733.13 ms [2022-03-09 05:24:51 main:574] : INFO : Epoch 1706 | loss: 0.031171 | val_loss: 0.031181 | Time: 4176 ms [2022-03-09 05:24:54 main:574] : INFO : Epoch 1707 | loss: 0.031162 | val_loss: 0.0311703 | Time: 3180.31 ms [2022-03-09 05:24:57 main:574] : INFO : Epoch 1708 | loss: 0.0311634 | val_loss: 0.0311842 | Time: 3220.48 ms [2022-03-09 05:25:00 main:574] : INFO : Epoch 1709 | loss: 0.0311598 | val_loss: 0.031172 | Time: 2550.98 ms [2022-03-09 05:25:03 main:574] : INFO : Epoch 1710 | loss: 0.0311538 | val_loss: 0.031168 | Time: 3059.83 ms [2022-03-09 05:25:05 main:574] : INFO : Epoch 1711 | loss: 0.031157 | val_loss: 0.0311694 | Time: 2463.59 ms [2022-03-09 05:25:08 main:574] : INFO : Epoch 1712 | loss: 0.0311519 | val_loss: 0.0311736 | Time: 2620.63 ms [2022-03-09 05:25:10 main:574] : INFO : Epoch 1713 | loss: 0.0311647 | val_loss: 0.0311776 | Time: 2529.74 ms [2022-03-09 05:25:13 main:574] : INFO : Epoch 1714 | loss: 0.0311783 | val_loss: 0.0311737 | Time: 2495.95 ms [2022-03-09 05:25:15 main:574] : INFO : Epoch 1715 | loss: 0.0311739 | val_loss: 0.0311706 | Time: 2499.93 ms [2022-03-09 05:25:18 main:574] : INFO : Epoch 1716 | loss: 0.0311728 | val_loss: 0.0311731 | Time: 2705.57 ms [2022-03-09 05:25:21 main:574] : INFO : Epoch 1717 | loss: 0.03117 | val_loss: 0.0311729 | Time: 3202.27 ms [2022-03-09 05:25:24 main:574] : INFO : Epoch 1718 | loss: 0.0311685 | val_loss: 0.0311697 | Time: 2446.72 ms [2022-03-09 05:25:27 main:574] : INFO : Epoch 1719 | loss: 0.0311662 | val_loss: 0.0311691 | Time: 2652.4 ms [2022-03-09 05:25:29 main:574] : INFO : Epoch 1720 | loss: 0.0311657 | val_loss: 0.0311748 | Time: 2861.93 ms [2022-03-09 05:25:32 main:574] : INFO : Epoch 1721 | loss: 0.0311746 | val_loss: 0.0311717 | Time: 2461.56 ms [2022-03-09 05:25:34 main:574] : INFO : Epoch 1722 | loss: 0.0311769 | val_loss: 0.0311707 | Time: 2517.02 ms [2022-03-09 05:25:37 main:574] : INFO : Epoch 1723 | loss: 0.0311719 | val_loss: 0.0311677 | Time: 2401.53 ms [2022-03-09 05:25:40 main:574] : INFO : Epoch 1724 | loss: 0.0311733 | val_loss: 0.0311718 | Time: 2661.75 ms [2022-03-09 05:25:43 main:574] : INFO : Epoch 1725 | loss: 0.0311714 | val_loss: 0.0311703 | Time: 3050.68 ms [2022-03-09 05:25:46 main:574] : INFO : Epoch 1726 | loss: 0.0311695 | val_loss: 0.0311695 | Time: 3050.62 ms [2022-03-09 05:25:49 main:574] : INFO : Epoch 1727 | loss: 0.0311659 | val_loss: 0.0311689 | Time: 3167.72 ms [2022-03-09 05:25:52 main:574] : INFO : Epoch 1728 | loss: 0.0311684 | val_loss: 0.0311686 | Time: 3281.22 ms [2022-03-09 05:25:56 main:574] : INFO : Epoch 1729 | loss: 0.0311656 | val_loss: 0.031168 | Time: 3259.03 ms [2022-03-09 05:25:59 main:574] : INFO : Epoch 1730 | loss: 0.0311674 | val_loss: 0.0311697 | Time: 3196.12 ms [2022-03-09 05:26:01 main:574] : INFO : Epoch 1731 | loss: 0.031168 | val_loss: 0.0311717 | Time: 2741.14 ms [2022-03-09 05:26:04 main:574] : INFO : Epoch 1732 | loss: 0.0311718 | val_loss: 0.0311707 | Time: 2969.93 ms [2022-03-09 05:26:08 main:574] : INFO : Epoch 1733 | loss: 0.0311733 | val_loss: 0.0311709 | Time: 3178.44 ms [2022-03-09 05:26:11 main:574] : INFO : Epoch 1734 | loss: 0.0311684 | val_loss: 0.0311727 | Time: 3240.77 ms [2022-03-09 05:26:14 main:574] : INFO : Epoch 1735 | loss: 0.0311629 | val_loss: 0.0311669 | Time: 3227.8 ms [2022-03-09 05:26:18 main:574] : INFO : Epoch 1736 | loss: 0.0311635 | val_loss: 0.0311672 | Time: 3298.64 ms [2022-03-09 05:26:20 main:574] : INFO : Epoch 1737 | loss: 0.0311614 | val_loss: 0.0311662 | Time: 2812.58 ms [2022-03-09 05:26:23 main:574] : INFO : Epoch 1738 | loss: 0.0311619 | val_loss: 0.0311655 | Time: 2786.27 ms [2022-03-09 05:26:26 main:574] : INFO : Epoch 1739 | loss: 0.0311614 | val_loss: 0.0311661 | Time: 3062.6 ms [2022-03-09 05:26:30 main:574] : INFO : Epoch 1740 | loss: 0.0311593 | val_loss: 0.031165 | Time: 3336.97 ms [2022-03-09 05:26:33 main:574] : INFO : Epoch 1741 | loss: 0.0311601 | val_loss: 0.0311664 | Time: 2836.59 ms [2022-03-09 05:26:36 main:574] : INFO : Epoch 1742 | loss: 0.0311592 | val_loss: 0.0311649 | Time: 2978.11 ms [2022-03-09 05:26:38 main:574] : INFO : Epoch 1743 | loss: 0.0311588 | val_loss: 0.0311663 | Time: 2889.48 ms [2022-03-09 05:26:41 main:574] : INFO : Epoch 1744 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 2961.46 ms [2022-03-09 05:26:45 main:574] : INFO : Epoch 1745 | loss: 0.0311674 | val_loss: 0.0311686 | Time: 3406.61 ms [2022-03-09 05:26:48 main:574] : INFO : Epoch 1746 | loss: 0.0311589 | val_loss: 0.0311661 | Time: 2816.33 ms [2022-03-09 05:26:51 main:574] : INFO : Epoch 1747 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 3263.64 ms [2022-03-09 05:26:54 main:574] : INFO : Epoch 1748 | loss: 0.0311667 | val_loss: 0.0311664 | Time: 3250.19 ms [2022-03-09 05:26:57 main:574] : INFO : Epoch 1749 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 3183.98 ms [2022-03-09 05:27:01 main:574] : INFO : Epoch 1750 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 3281.44 ms [2022-03-09 05:27:04 main:574] : INFO : Epoch 1751 | loss: 0.0311663 | val_loss: 0.031168 | Time: 2872.43 ms [2022-03-09 05:27:07 main:574] : INFO : Epoch 1752 | loss: 0.031162 | val_loss: 0.0311704 | Time: 3423.71 ms [2022-03-09 05:27:10 main:574] : INFO : Epoch 1753 | loss: 0.0311629 | val_loss: 0.0311754 | Time: 2908.43 ms [2022-03-09 05:27:13 main:574] : INFO : Epoch 1754 | loss: 0.0311704 | val_loss: 0.0311638 | Time: 2996.56 ms [2022-03-09 05:27:16 main:574] : INFO : Epoch 1755 | loss: 0.0311674 | val_loss: 0.031171 | Time: 2957.46 ms [2022-03-09 05:27:19 main:574] : INFO : Epoch 1756 | loss: 0.0311629 | val_loss: 0.0311667 | Time: 2968.02 ms [2022-03-09 05:27:22 main:574] : INFO : Epoch 1757 | loss: 0.0311591 | val_loss: 0.0311657 | Time: 3164.26 ms [2022-03-09 05:27:25 main:574] : INFO : Epoch 1758 | loss: 0.0311608 | val_loss: 0.031171 | Time: 2950.94 ms [2022-03-09 05:27:28 main:574] : INFO : Epoch 1759 | loss: 0.0311639 | val_loss: 0.0311672 | Time: 2696.41 ms [2022-03-09 05:27:30 main:574] : INFO : Epoch 1760 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 2488.72 ms [2022-03-09 05:27:33 main:574] : INFO : Epoch 1761 | loss: 0.0311652 | val_loss: 0.0311892 | Time: 2685.62 ms [2022-03-09 05:27:36 main:574] : INFO : Epoch 1762 | loss: 0.0311723 | val_loss: 0.0311926 | Time: 2691.56 ms [2022-03-09 05:27:39 main:574] : INFO : Epoch 1763 | loss: 0.0311672 | val_loss: 0.0311673 | Time: 2980.46 ms [2022-03-09 05:27:41 main:574] : INFO : Epoch 1764 | loss: 0.0311637 | val_loss: 0.031172 | Time: 2550.5 ms [2022-03-09 05:27:44 main:574] : INFO : Epoch 1765 | loss: 0.0311641 | val_loss: 0.0311665 | Time: 2334.33 ms [2022-03-09 05:27:46 main:574] : INFO : Epoch 1766 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 2624.91 ms [2022-03-09 05:27:49 main:574] : INFO : Epoch 1767 | loss: 0.0311565 | val_loss: 0.0311683 | Time: 2600.51 ms [2022-03-09 05:27:52 main:574] : INFO : Epoch 1768 | loss: 0.0311623 | val_loss: 0.0311721 | Time: 2718.45 ms [2022-03-09 05:27:55 main:574] : INFO : Epoch 1769 | loss: 0.0311621 | val_loss: 0.0311745 | Time: 2697.33 ms [2022-03-09 05:27:57 main:574] : INFO : Epoch 1770 | loss: 0.0311605 | val_loss: 0.0311685 | Time: 2439.05 ms [2022-03-09 05:28:00 main:574] : INFO : Epoch 1771 | loss: 0.0311608 | val_loss: 0.0311729 | Time: 2512.54 ms [2022-03-09 05:28:02 main:574] : INFO : Epoch 1772 | loss: 0.0311593 | val_loss: 0.0311731 | Time: 2533.51 ms [2022-03-09 05:28:05 main:574] : INFO : Epoch 1773 | loss: 0.0311596 | val_loss: 0.0311642 | Time: 2778.83 ms [2022-03-09 05:28:08 main:574] : INFO : Epoch 1774 | loss: 0.0311581 | val_loss: 0.0311665 | Time: 2692.26 ms [2022-03-09 05:28:11 main:574] : INFO : Epoch 1775 | loss: 0.0311625 | val_loss: 0.0311774 | Time: 3052.33 ms [2022-03-09 05:28:13 main:574] : INFO : Epoch 1776 | loss: 0.0311679 | val_loss: 0.0311674 | Time: 2420.05 ms [2022-03-09 05:28:16 main:574] : INFO : Epoch 1777 | loss: 0.0311633 | val_loss: 0.0311674 | Time: 3157.13 ms [2022-03-09 05:28:19 main:574] : INFO : Epoch 1778 | loss: 0.0311621 | val_loss: 0.0311764 | Time: 2934.39 ms [2022-03-09 05:28:23 main:574] : INFO : Epoch 1779 | loss: 0.0311687 | val_loss: 0.0311645 | Time: 3206.95 ms [2022-03-09 05:28:26 main:574] : INFO : Epoch 1780 | loss: 0.0311639 | val_loss: 0.0311637 | Time: 3071.03 ms [2022-03-09 05:28:29 main:574] : INFO : Epoch 1781 | loss: 0.0311635 | val_loss: 0.0311705 | Time: 3330.96 ms [2022-03-09 05:28:32 main:574] : INFO : Epoch 1782 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 3314.14 ms [2022-03-09 05:28:35 main:574] : INFO : Epoch 1783 | loss: 0.0311687 | val_loss: 0.0311724 | Time: 3023.32 ms [2022-03-09 05:28:38 main:574] : INFO : Epoch 1784 | loss: 0.031165 | val_loss: 0.0311727 | Time: 2966.6 ms [2022-03-09 05:28:42 main:574] : INFO : Epoch 1785 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 3320.25 ms [2022-03-09 05:28:45 main:574] : INFO : Epoch 1786 | loss: 0.0311648 | val_loss: 0.0311704 | Time: 3429.24 ms [2022-03-09 05:28:48 main:574] : INFO : Epoch 1787 | loss: 0.0311645 | val_loss: 0.0311687 | Time: 3005.21 ms [2022-03-09 05:28:51 main:574] : INFO : Epoch 1788 | loss: 0.0311662 | val_loss: 0.0311759 | Time: 2956.91 ms [2022-03-09 05:28:54 main:574] : INFO : Epoch 1789 | loss: 0.0311659 | val_loss: 0.0311816 | Time: 2869.93 ms [2022-03-09 05:28:57 main:574] : INFO : Epoch 1790 | loss: 0.031165 | val_loss: 0.0311697 | Time: 2494.13 ms [2022-03-09 05:29:00 main:574] : INFO : Epoch 1791 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 2927.93 ms [2022-03-09 05:29:02 main:574] : INFO : Epoch 1792 | loss: 0.0311647 | val_loss: 0.03117 | Time: 2646.5 ms [2022-03-09 05:29:05 main:574] : INFO : Epoch 1793 | loss: 0.0311697 | val_loss: 0.0311731 | Time: 2723.6 ms [2022-03-09 05:29:08 main:574] : INFO : Epoch 1794 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 2515.56 ms [2022-03-09 05:29:10 main:574] : INFO : Epoch 1795 | loss: 0.0311647 | val_loss: 0.0311698 | Time: 2459.23 ms [2022-03-09 05:29:13 main:574] : INFO : Epoch 1796 | loss: 0.0311669 | val_loss: 0.0311684 | Time: 2455.13 ms [2022-03-09 05:29:15 main:574] : INFO : Epoch 1797 | loss: 0.0311652 | val_loss: 0.0311779 | Time: 2414.27 ms [2022-03-09 05:29:17 main:574] : INFO : Epoch 1798 | loss: 0.0311631 | val_loss: 0.0311664 | Time: 2467.54 ms [2022-03-09 05:29:20 main:574] : INFO : Epoch 1799 | loss: 0.0311616 | val_loss: 0.0311678 | Time: 2499.6 ms [2022-03-09 05:29:23 main:574] : INFO : Epoch 1800 | loss: 0.0311646 | val_loss: 0.0311692 | Time: 2730.03 ms [2022-03-09 05:29:25 main:574] : INFO : Epoch 1801 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 2448.03 ms [2022-03-09 05:29:28 main:574] : INFO : Epoch 1802 | loss: 0.0311661 | val_loss: 0.0311736 | Time: 2844.17 ms [2022-03-09 05:29:31 main:574] : INFO : Epoch 1803 | loss: 0.031165 | val_loss: 0.0311692 | Time: 2693.32 ms [2022-03-09 05:29:33 main:574] : INFO : Epoch 1804 | loss: 0.0311631 | val_loss: 0.0311741 | Time: 2631.47 ms [2022-03-09 05:29:36 main:574] : INFO : Epoch 1805 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 2728.19 ms [2022-03-09 05:29:39 main:574] : INFO : Epoch 1806 | loss: 0.0311637 | val_loss: 0.031168 | Time: 3012.56 ms [2022-03-09 05:29:42 main:574] : INFO : Epoch 1807 | loss: 0.0311606 | val_loss: 0.0311685 | Time: 2734.95 ms [2022-03-09 05:29:45 main:574] : INFO : Epoch 1808 | loss: 0.0311599 | val_loss: 0.0311692 | Time: 3237.56 ms [2022-03-09 05:29:48 main:574] : INFO : Epoch 1809 | loss: 0.0311599 | val_loss: 0.0311683 | Time: 3140.1 ms [2022-03-09 05:29:52 main:574] : INFO : Epoch 1810 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 3178.07 ms [2022-03-09 05:29:55 main:574] : INFO : Epoch 1811 | loss: 0.0311696 | val_loss: 0.0311932 | Time: 3380.97 ms [2022-03-09 05:29:58 main:574] : INFO : Epoch 1812 | loss: 0.0311667 | val_loss: 0.0311695 | Time: 2859.47 ms [2022-03-09 05:30:01 main:574] : INFO : Epoch 1813 | loss: 0.0311569 | val_loss: 0.0311691 | Time: 2897.74 ms [2022-03-09 05:30:04 main:574] : INFO : Epoch 1814 | loss: 0.0311575 | val_loss: 0.0311669 | Time: 3189.01 ms [2022-03-09 05:30:07 main:574] : INFO : Epoch 1815 | loss: 0.0311597 | val_loss: 0.0311696 | Time: 3000.12 ms [2022-03-09 05:30:10 main:574] : INFO : Epoch 1816 | loss: 0.031155 | val_loss: 0.0311671 | Time: 3129.42 ms [2022-03-09 05:30:13 main:574] : INFO : Epoch 1817 | loss: 0.0311567 | val_loss: 0.0311699 | Time: 3009.84 ms [2022-03-09 05:30:16 main:574] : INFO : Epoch 1818 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 2942.41 ms [2022-03-09 05:30:19 main:574] : INFO : Epoch 1819 | loss: 0.0311561 | val_loss: 0.031166 | Time: 3117.44 ms [2022-03-09 05:30:22 main:574] : INFO : Epoch 1820 | loss: 0.0311562 | val_loss: 0.0311675 | Time: 2964.05 ms [2022-03-09 05:30:25 main:574] : INFO : Epoch 1821 | loss: 0.031159 | val_loss: 0.031167 | Time: 2815.68 ms [2022-03-09 05:30:28 main:574] : INFO : Epoch 1822 | loss: 0.0311615 | val_loss: 0.0311676 | Time: 3124.71 ms [2022-03-09 05:30:32 main:574] : INFO : Epoch 1823 | loss: 0.0311553 | val_loss: 0.0311685 | Time: 3327.63 ms [2022-03-09 05:30:36 main:574] : INFO : Epoch 1824 | loss: 0.0311566 | val_loss: 0.0311664 | Time: 3857.29 ms [2022-03-09 05:30:39 main:574] : INFO : Epoch 1825 | loss: 0.0311586 | val_loss: 0.0311665 | Time: 3580.26 ms [2022-03-09 05:30:44 main:574] : INFO : Epoch 1826 | loss: 0.0311552 | val_loss: 0.0312008 | Time: 4472.77 ms [2022-03-09 05:30:48 main:574] : INFO : Epoch 1827 | loss: 0.0311587 | val_loss: 0.0311682 | Time: 4494.92 ms [2022-03-09 05:30:51 main:574] : INFO : Epoch 1828 | loss: 0.0311546 | val_loss: 0.0311707 | Time: 3021.35 ms [2022-03-09 05:30:55 main:574] : INFO : Epoch 1829 | loss: 0.0311518 | val_loss: 0.0311747 | Time: 3288.17 ms [2022-03-09 05:30:58 main:574] : INFO : Epoch 1830 | loss: 0.0311712 | val_loss: 0.0311963 | Time: 3183.49 ms [2022-03-09 05:31:01 main:574] : INFO : Epoch 1831 | loss: 0.0311891 | val_loss: 0.031193 | Time: 2981.97 ms [2022-03-09 05:31:04 main:574] : INFO : Epoch 1832 | loss: 0.031185 | val_loss: 0.0311805 | Time: 3091.09 ms [2022-03-09 05:31:07 main:574] : INFO : Epoch 1833 | loss: 0.0311827 | val_loss: 0.0311881 | Time: 3027.67 ms [2022-03-09 05:31:10 main:574] : INFO : Epoch 1834 | loss: 0.0311831 | val_loss: 0.0311773 | Time: 3313.22 ms [2022-03-09 05:31:13 main:574] : INFO : Epoch 1835 | loss: 0.0311781 | val_loss: 0.0311774 | Time: 2632.78 ms [2022-03-09 05:31:15 main:574] : INFO : Epoch 1836 | loss: 0.0311771 | val_loss: 0.0311833 | Time: 2477.32 ms [2022-03-09 05:31:18 main:574] : INFO : Epoch 1837 | loss: 0.0311801 | val_loss: 0.0311851 | Time: 2491.34 ms [2022-03-09 05:31:21 main:574] : INFO : Epoch 1838 | loss: 0.0311807 | val_loss: 0.0311878 | Time: 2984.12 ms [2022-03-09 05:31:24 main:574] : INFO : Epoch 1839 | loss: 0.0311798 | val_loss: 0.0311838 | Time: 2818 ms [2022-03-09 05:31:27 main:574] : INFO : Epoch 1840 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 2841.96 ms [2022-03-09 05:31:30 main:574] : INFO : Epoch 1841 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 2851.68 ms [2022-03-09 05:31:33 main:574] : INFO : Epoch 1842 | loss: 0.0311729 | val_loss: 0.0311812 | Time: 2962.24 ms [2022-03-09 05:31:36 main:574] : INFO : Epoch 1843 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 3319.12 ms [2022-03-09 05:31:39 main:574] : INFO : Epoch 1844 | loss: 0.0311754 | val_loss: 0.0311838 | Time: 3465.7 ms [2022-03-09 05:31:42 main:574] : INFO : Epoch 1845 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 2888.82 ms [2022-03-09 05:31:45 main:574] : INFO : Epoch 1846 | loss: 0.0311843 | val_loss: 0.031186 | Time: 2371.82 ms [2022-03-09 05:31:47 main:574] : INFO : Epoch 1847 | loss: 0.0311883 | val_loss: 0.0311834 | Time: 2467.53 ms [2022-03-09 05:31:50 main:574] : INFO : Epoch 1848 | loss: 0.0311871 | val_loss: 0.0311837 | Time: 2431.2 ms [2022-03-09 05:31:52 main:574] : INFO : Epoch 1849 | loss: 0.0311835 | val_loss: 0.0311817 | Time: 2489.08 ms [2022-03-09 05:31:55 main:574] : INFO : Epoch 1850 | loss: 0.0311837 | val_loss: 0.0311808 | Time: 2570.87 ms [2022-03-09 05:31:58 main:574] : INFO : Epoch 1851 | loss: 0.0311834 | val_loss: 0.0311871 | Time: 2694.62 ms [2022-03-09 05:32:00 main:574] : INFO : Epoch 1852 | loss: 0.0311863 | val_loss: 0.0311869 | Time: 2558.78 ms [2022-03-09 05:32:03 main:574] : INFO : Epoch 1853 | loss: 0.0311822 | val_loss: 0.0311793 | Time: 2661.38 ms [2022-03-09 05:32:06 main:574] : INFO : Epoch 1854 | loss: 0.0311789 | val_loss: 0.0311785 | Time: 3201.8 ms [2022-03-09 05:32:09 main:574] : INFO : Epoch 1855 | loss: 0.0311784 | val_loss: 0.0311771 | Time: 2778.68 ms [2022-03-09 05:32:11 main:574] : INFO : Epoch 1856 | loss: 0.0311788 | val_loss: 0.0311765 | Time: 2487.97 ms [2022-03-09 05:32:14 main:574] : INFO : Epoch 1857 | loss: 0.0311795 | val_loss: 0.0311774 | Time: 2570.7 ms [2022-03-09 05:32:16 main:574] : INFO : Epoch 1858 | loss: 0.0311811 | val_loss: 0.0311774 | Time: 2507.15 ms [2022-03-09 05:32:19 main:574] : INFO : Epoch 1859 | loss: 0.0311772 | val_loss: 0.0311756 | Time: 2399.67 ms [2022-03-09 05:32:21 main:574] : INFO : Epoch 1860 | loss: 0.0311759 | val_loss: 0.0311758 | Time: 2556.88 ms [2022-03-09 05:32:24 main:574] : INFO : Epoch 1861 | loss: 0.0311765 | val_loss: 0.0311789 | Time: 2620.92 ms [2022-03-09 05:32:27 main:574] : INFO : Epoch 1862 | loss: 0.0311807 | val_loss: 0.0311776 | Time: 2792.71 ms [2022-03-09 05:32:30 main:574] : INFO : Epoch 1863 | loss: 0.0311767 | val_loss: 0.031176 | Time: 2675.71 ms [2022-03-09 05:32:32 main:574] : INFO : Epoch 1864 | loss: 0.0311744 | val_loss: 0.0311753 | Time: 2537.09 ms [2022-03-09 05:32:35 main:574] : INFO : Epoch 1865 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 2624.27 ms [2022-03-09 05:32:38 main:574] : INFO : Epoch 1866 | loss: 0.0311761 | val_loss: 0.0311751 | Time: 2642.42 ms [2022-03-09 05:32:40 main:574] : INFO : Epoch 1867 | loss: 0.0311747 | val_loss: 0.0311736 | Time: 2624.47 ms [2022-03-09 05:32:43 main:574] : INFO : Epoch 1868 | loss: 0.0311748 | val_loss: 0.0311783 | Time: 2683.39 ms [2022-03-09 05:32:46 main:574] : INFO : Epoch 1869 | loss: 0.031176 | val_loss: 0.0311744 | Time: 2659.46 ms [2022-03-09 05:32:48 main:574] : INFO : Epoch 1870 | loss: 0.0311767 | val_loss: 0.0311787 | Time: 2799.06 ms [2022-03-09 05:32:51 main:574] : INFO : Epoch 1871 | loss: 0.0311752 | val_loss: 0.031176 | Time: 2523.51 ms [2022-03-09 05:32:53 main:574] : INFO : Epoch 1872 | loss: 0.0311772 | val_loss: 0.0311742 | Time: 2477.57 ms [2022-03-09 05:32:56 main:574] : INFO : Epoch 1873 | loss: 0.0311776 | val_loss: 0.031177 | Time: 2650.04 ms [2022-03-09 05:32:59 main:574] : INFO : Epoch 1874 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 2519.2 ms [2022-03-09 05:33:01 main:574] : INFO : Epoch 1875 | loss: 0.0311745 | val_loss: 0.0311732 | Time: 2547.34 ms [2022-03-09 05:33:04 main:574] : INFO : Epoch 1876 | loss: 0.0311748 | val_loss: 0.0311793 | Time: 2539.1 ms [2022-03-09 05:33:07 main:574] : INFO : Epoch 1877 | loss: 0.0311802 | val_loss: 0.0311774 | Time: 2616.97 ms [2022-03-09 05:33:09 main:574] : INFO : Epoch 1878 | loss: 0.0311795 | val_loss: 0.0311765 | Time: 2617.49 ms [2022-03-09 05:33:12 main:574] : INFO : Epoch 1879 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2577.56 ms [2022-03-09 05:33:14 main:574] : INFO : Epoch 1880 | loss: 0.0311772 | val_loss: 0.0311752 | Time: 2544.1 ms [2022-03-09 05:33:17 main:574] : INFO : Epoch 1881 | loss: 0.0311768 | val_loss: 0.0311737 | Time: 2513.52 ms [2022-03-09 05:33:19 main:574] : INFO : Epoch 1882 | loss: 0.0311763 | val_loss: 0.0311754 | Time: 2531.9 ms [2022-03-09 05:33:22 main:574] : INFO : Epoch 1883 | loss: 0.0311733 | val_loss: 0.0311745 | Time: 2668.59 ms [2022-03-09 05:33:26 main:574] : INFO : Epoch 1884 | loss: 0.0311735 | val_loss: 0.0311754 | Time: 3494.21 ms [2022-03-09 05:33:28 main:574] : INFO : Epoch 1885 | loss: 0.0311761 | val_loss: 0.0311735 | Time: 2669.24 ms [2022-03-09 05:33:31 main:574] : INFO : Epoch 1886 | loss: 0.031174 | val_loss: 0.031177 | Time: 2587.27 ms [2022-03-09 05:33:34 main:574] : INFO : Epoch 1887 | loss: 0.0311757 | val_loss: 0.0311751 | Time: 2556.58 ms [2022-03-09 05:33:36 main:574] : INFO : Epoch 1888 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 2468 ms [2022-03-09 05:33:39 main:574] : INFO : Epoch 1889 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 2501.38 ms [2022-03-09 05:33:41 main:574] : INFO : Epoch 1890 | loss: 0.0311727 | val_loss: 0.0311756 | Time: 2552.94 ms [2022-03-09 05:33:44 main:574] : INFO : Epoch 1891 | loss: 0.0311774 | val_loss: 0.0311775 | Time: 2511.47 ms [2022-03-09 05:33:46 main:574] : INFO : Epoch 1892 | loss: 0.0311763 | val_loss: 0.0311749 | Time: 2400.38 ms [2022-03-09 05:33:49 main:574] : INFO : Epoch 1893 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 2435.16 ms [2022-03-09 05:33:51 main:574] : INFO : Epoch 1894 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 2602.75 ms [2022-03-09 05:33:54 main:574] : INFO : Epoch 1895 | loss: 0.0311729 | val_loss: 0.0311763 | Time: 2586.53 ms [2022-03-09 05:33:57 main:574] : INFO : Epoch 1896 | loss: 0.0311737 | val_loss: 0.031177 | Time: 3050.52 ms [2022-03-09 05:34:00 main:574] : INFO : Epoch 1897 | loss: 0.0311731 | val_loss: 0.0311779 | Time: 2596.13 ms [2022-03-09 05:34:02 main:574] : INFO : Epoch 1898 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 2536.77 ms [2022-03-09 05:34:05 main:574] : INFO : Epoch 1899 | loss: 0.0311741 | val_loss: 0.0311847 | Time: 2494.4 ms [2022-03-09 05:34:07 main:574] : INFO : Epoch 1900 | loss: 0.0311767 | val_loss: 0.0311747 | Time: 2459.59 ms [2022-03-09 05:34:10 main:574] : INFO : Epoch 1901 | loss: 0.0311767 | val_loss: 0.031179 | Time: 2479.67 ms [2022-03-09 05:34:12 main:574] : INFO : Epoch 1902 | loss: 0.0311776 | val_loss: 0.0311792 | Time: 2414.16 ms [2022-03-09 05:34:15 main:574] : INFO : Epoch 1903 | loss: 0.031176 | val_loss: 0.0311729 | Time: 2782.58 ms [2022-03-09 05:34:18 main:574] : INFO : Epoch 1904 | loss: 0.0311764 | val_loss: 0.0311814 | Time: 3097.44 ms [2022-03-09 05:34:21 main:574] : INFO : Epoch 1905 | loss: 0.031176 | val_loss: 0.0311751 | Time: 2559.03 ms [2022-03-09 05:34:23 main:574] : INFO : Epoch 1906 | loss: 0.0311764 | val_loss: 0.0311748 | Time: 2411.81 ms [2022-03-09 05:34:26 main:574] : INFO : Epoch 1907 | loss: 0.031175 | val_loss: 0.0311716 | Time: 2598.63 ms [2022-03-09 05:34:28 main:574] : INFO : Epoch 1908 | loss: 0.0311729 | val_loss: 0.0311711 | Time: 2559.28 ms [2022-03-09 05:34:31 main:574] : INFO : Epoch 1909 | loss: 0.0311719 | val_loss: 0.0311745 | Time: 2481.16 ms [2022-03-09 05:34:33 main:574] : INFO : Epoch 1910 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 2461.37 ms [2022-03-09 05:34:36 main:574] : INFO : Epoch 1911 | loss: 0.0311833 | val_loss: 0.0311795 | Time: 2467.59 ms [2022-03-09 05:34:38 main:574] : INFO : Epoch 1912 | loss: 0.0311759 | val_loss: 0.0311842 | Time: 2469.8 ms [2022-03-09 05:34:41 main:574] : INFO : Epoch 1913 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 2738.33 ms [2022-03-09 05:34:44 main:574] : INFO : Epoch 1914 | loss: 0.0311724 | val_loss: 0.0311726 | Time: 2547.05 ms [2022-03-09 05:34:46 main:574] : INFO : Epoch 1915 | loss: 0.0311789 | val_loss: 0.0311848 | Time: 2429.86 ms [2022-03-09 05:34:49 main:574] : INFO : Epoch 1916 | loss: 0.0311756 | val_loss: 0.0311752 | Time: 2449.17 ms [2022-03-09 05:34:51 main:574] : INFO : Epoch 1917 | loss: 0.0311712 | val_loss: 0.0311729 | Time: 2471.93 ms [2022-03-09 05:34:53 main:574] : INFO : Epoch 1918 | loss: 0.0311746 | val_loss: 0.0311804 | Time: 2476.15 ms [2022-03-09 05:34:56 main:574] : INFO : Epoch 1919 | loss: 0.0311727 | val_loss: 0.0311728 | Time: 2439.4 ms [2022-03-09 05:34:58 main:574] : INFO : Epoch 1920 | loss: 0.0311722 | val_loss: 0.0311861 | Time: 2437.49 ms [2022-03-09 05:35:01 main:574] : INFO : Epoch 1921 | loss: 0.0311801 | val_loss: 0.0311807 | Time: 2412.08 ms [2022-03-09 05:35:04 main:574] : INFO : Epoch 1922 | loss: 0.0311748 | val_loss: 0.0311743 | Time: 2741.73 ms [2022-03-09 05:35:06 main:574] : INFO : Epoch 1923 | loss: 0.03117 | val_loss: 0.0311737 | Time: 2565.91 ms [2022-03-09 05:35:09 main:574] : INFO : Epoch 1924 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 2836.18 ms [2022-03-09 05:35:12 main:574] : INFO : Epoch 1925 | loss: 0.0311749 | val_loss: 0.031179 | Time: 3124.12 ms [2022-03-09 05:35:15 main:574] : INFO : Epoch 1926 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 2954.33 ms [2022-03-09 05:35:18 main:574] : INFO : Epoch 1927 | loss: 0.0311772 | val_loss: 0.0312191 | Time: 2968.66 ms [2022-03-09 05:35:21 main:574] : INFO : Epoch 1928 | loss: 0.0311897 | val_loss: 0.0311772 | Time: 2889.5 ms [2022-03-09 05:35:24 main:574] : INFO : Epoch 1929 | loss: 0.031172 | val_loss: 0.0311739 | Time: 2925.51 ms [2022-03-09 05:35:27 main:574] : INFO : Epoch 1930 | loss: 0.0311693 | val_loss: 0.031173 | Time: 3329.33 ms [2022-03-09 05:35:31 main:574] : INFO : Epoch 1931 | loss: 0.031168 | val_loss: 0.0311734 | Time: 3207.38 ms [2022-03-09 05:35:34 main:574] : INFO : Epoch 1932 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 2920.63 ms [2022-03-09 05:35:37 main:574] : INFO : Epoch 1933 | loss: 0.0311736 | val_loss: 0.0311828 | Time: 3253.74 ms [2022-03-09 05:35:40 main:574] : INFO : Epoch 1934 | loss: 0.0311799 | val_loss: 0.0311764 | Time: 3514.82 ms [2022-03-09 05:35:44 main:574] : INFO : Epoch 1935 | loss: 0.0311759 | val_loss: 0.0311777 | Time: 3578.1 ms [2022-03-09 05:35:47 main:574] : INFO : Epoch 1936 | loss: 0.031177 | val_loss: 0.0311886 | Time: 3077.44 ms [2022-03-09 05:35:50 main:574] : INFO : Epoch 1937 | loss: 0.0311855 | val_loss: 0.0311809 | Time: 3052.32 ms [2022-03-09 05:35:53 main:574] : INFO : Epoch 1938 | loss: 0.0311771 | val_loss: 0.0311745 | Time: 2871.05 ms [2022-03-09 05:35:56 main:574] : INFO : Epoch 1939 | loss: 0.0311778 | val_loss: 0.0311735 | Time: 3053.55 ms [2022-03-09 05:35:59 main:574] : INFO : Epoch 1940 | loss: 0.0311747 | val_loss: 0.0311738 | Time: 3022.82 ms [2022-03-09 05:36:02 main:574] : INFO : Epoch 1941 | loss: 0.031173 | val_loss: 0.0311718 | Time: 2886.02 ms [2022-03-09 05:36:05 main:574] : INFO : Epoch 1942 | loss: 0.031174 | val_loss: 0.0311715 | Time: 2980.93 ms [2022-03-09 05:36:08 main:574] : INFO : Epoch 1943 | loss: 0.0311754 | val_loss: 0.0311727 | Time: 3160.92 ms [2022-03-09 05:36:11 main:574] : INFO : Epoch 1944 | loss: 0.0311721 | val_loss: 0.0311732 | Time: 2941.01 ms [2022-03-09 05:36:14 main:574] : INFO : Epoch 1945 | loss: 0.0311717 | val_loss: 0.0311717 | Time: 2909.31 ms [2022-03-09 05:36:17 main:574] : INFO : Epoch 1946 | loss: 0.0311717 | val_loss: 0.0311887 | Time: 3070.66 ms [2022-03-09 05:36:21 main:574] : INFO : Epoch 1947 | loss: 0.0311711 | val_loss: 0.0311724 | Time: 3160.25 ms [2022-03-09 05:36:23 main:574] : INFO : Epoch 1948 | loss: 0.0311707 | val_loss: 0.0311726 | Time: 2864.76 ms [2022-03-09 05:36:27 main:574] : INFO : Epoch 1949 | loss: 0.0311727 | val_loss: 0.0311714 | Time: 3668.53 ms [2022-03-09 05:36:30 main:574] : INFO : Epoch 1950 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 3297.79 ms [2022-03-09 05:36:33 main:574] : INFO : Epoch 1951 | loss: 0.0311711 | val_loss: 0.0311732 | Time: 2983.31 ms [2022-03-09 05:36:36 main:574] : INFO : Epoch 1952 | loss: 0.031172 | val_loss: 0.0311779 | Time: 2417.13 ms [2022-03-09 05:36:38 main:574] : INFO : Epoch 1953 | loss: 0.0311724 | val_loss: 0.0311846 | Time: 2451.84 ms [2022-03-09 05:36:41 main:574] : INFO : Epoch 1954 | loss: 0.0311768 | val_loss: 0.0312035 | Time: 2514.98 ms [2022-03-09 05:36:43 main:574] : INFO : Epoch 1955 | loss: 0.0311805 | val_loss: 0.0311787 | Time: 2404.67 ms [2022-03-09 05:36:46 main:574] : INFO : Epoch 1956 | loss: 0.031173 | val_loss: 0.0311731 | Time: 2418.03 ms [2022-03-09 05:36:49 main:574] : INFO : Epoch 1957 | loss: 0.0311774 | val_loss: 0.0311744 | Time: 2767.02 ms [2022-03-09 05:36:52 main:574] : INFO : Epoch 1958 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 3389.92 ms [2022-03-09 05:36:55 main:574] : INFO : Epoch 1959 | loss: 0.0311854 | val_loss: 0.0311883 | Time: 3025.21 ms [2022-03-09 05:36:58 main:574] : INFO : Epoch 1960 | loss: 0.0311822 | val_loss: 0.0311802 | Time: 2868.64 ms [2022-03-09 05:37:01 main:574] : INFO : Epoch 1961 | loss: 0.0311831 | val_loss: 0.0311913 | Time: 3047.32 ms [2022-03-09 05:37:04 main:574] : INFO : Epoch 1962 | loss: 0.031186 | val_loss: 0.0311871 | Time: 3092.12 ms [2022-03-09 05:37:07 main:574] : INFO : Epoch 1963 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 3071.52 ms [2022-03-09 05:37:10 main:574] : INFO : Epoch 1964 | loss: 0.0311813 | val_loss: 0.0311807 | Time: 2735.92 ms [2022-03-09 05:37:13 main:574] : INFO : Epoch 1965 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 3326.66 ms [2022-03-09 05:37:17 main:574] : INFO : Epoch 1966 | loss: 0.0311781 | val_loss: 0.0311767 | Time: 3163.59 ms [2022-03-09 05:37:19 main:574] : INFO : Epoch 1967 | loss: 0.031176 | val_loss: 0.0311803 | Time: 2717.09 ms [2022-03-09 05:37:22 main:574] : INFO : Epoch 1968 | loss: 0.0311769 | val_loss: 0.0311784 | Time: 2819.25 ms [2022-03-09 05:37:25 main:574] : INFO : Epoch 1969 | loss: 0.0311759 | val_loss: 0.0311798 | Time: 2955.72 ms [2022-03-09 05:37:28 main:574] : INFO : Epoch 1970 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 2764.09 ms [2022-03-09 05:37:31 main:574] : INFO : Epoch 1971 | loss: 0.031174 | val_loss: 0.0311821 | Time: 2955.38 ms [2022-03-09 05:37:33 main:574] : INFO : Epoch 1972 | loss: 0.0311749 | val_loss: 0.0311805 | Time: 2505.75 ms [2022-03-09 05:37:36 main:574] : INFO : Epoch 1973 | loss: 0.0311751 | val_loss: 0.0311788 | Time: 2526.18 ms [2022-03-09 05:37:38 main:574] : INFO : Epoch 1974 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 2461.72 ms [2022-03-09 05:37:41 main:574] : INFO : Epoch 1975 | loss: 0.0311747 | val_loss: 0.0311816 | Time: 2534.74 ms [2022-03-09 05:37:44 main:574] : INFO : Epoch 1976 | loss: 0.0311769 | val_loss: 0.0311775 | Time: 2633.26 ms [2022-03-09 05:37:47 main:574] : INFO : Epoch 1977 | loss: 0.0311762 | val_loss: 0.0311845 | Time: 2835.87 ms [2022-03-09 05:37:49 main:574] : INFO : Epoch 1978 | loss: 0.0311755 | val_loss: 0.0311893 | Time: 2579.14 ms [2022-03-09 05:37:52 main:574] : INFO : Epoch 1979 | loss: 0.0311771 | val_loss: 0.0311906 | Time: 2563.89 ms [2022-03-09 05:37:54 main:574] : INFO : Epoch 1980 | loss: 0.0311808 | val_loss: 0.031178 | Time: 2466.24 ms [2022-03-09 05:37:57 main:574] : INFO : Epoch 1981 | loss: 0.0311771 | val_loss: 0.0311813 | Time: 2948.73 ms [2022-03-09 05:38:00 main:574] : INFO : Epoch 1982 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 2937.73 ms [2022-03-09 05:38:03 main:574] : INFO : Epoch 1983 | loss: 0.0311742 | val_loss: 0.0311778 | Time: 2566.1 ms [2022-03-09 05:38:05 main:574] : INFO : Epoch 1984 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 2416.76 ms [2022-03-09 05:38:08 main:574] : INFO : Epoch 1985 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 2424.75 ms [2022-03-09 05:38:11 main:574] : INFO : Epoch 1986 | loss: 0.0311764 | val_loss: 0.0311796 | Time: 2830.09 ms [2022-03-09 05:38:13 main:574] : INFO : Epoch 1987 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 2604.2 ms [2022-03-09 05:38:16 main:574] : INFO : Epoch 1988 | loss: 0.0311767 | val_loss: 0.0311814 | Time: 2535.05 ms [2022-03-09 05:38:18 main:574] : INFO : Epoch 1989 | loss: 0.0311778 | val_loss: 0.0311903 | Time: 2581.79 ms [2022-03-09 05:38:21 main:574] : INFO : Epoch 1990 | loss: 0.0311765 | val_loss: 0.0311826 | Time: 2572.34 ms [2022-03-09 05:38:24 main:574] : INFO : Epoch 1991 | loss: 0.0311757 | val_loss: 0.0311784 | Time: 2567.44 ms [2022-03-09 05:38:27 main:574] : INFO : Epoch 1992 | loss: 0.031175 | val_loss: 0.0311797 | Time: 2978.83 ms [2022-03-09 05:38:29 main:574] : INFO : Epoch 1993 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 2723.32 ms [2022-03-09 05:38:32 main:574] : INFO : Epoch 1994 | loss: 0.0311778 | val_loss: 0.0311783 | Time: 2655.64 ms [2022-03-09 05:38:35 main:574] : INFO : Epoch 1995 | loss: 0.0311756 | val_loss: 0.0311783 | Time: 2613.29 ms [2022-03-09 05:38:37 main:574] : INFO : Epoch 1996 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 2650.2 ms [2022-03-09 05:38:40 main:574] : INFO : Epoch 1997 | loss: 0.0311739 | val_loss: 0.0311828 | Time: 2391.41 ms [2022-03-09 05:38:42 main:574] : INFO : Epoch 1998 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 2573.54 ms [2022-03-09 05:38:45 main:574] : INFO : Epoch 1999 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 2465.73 ms [2022-03-09 05:38:48 main:574] : INFO : Epoch 2000 | loss: 0.0311737 | val_loss: 0.0311783 | Time: 2699.01 ms [2022-03-09 05:38:50 main:574] : INFO : Epoch 2001 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 2588.06 ms [2022-03-09 05:38:53 main:574] : INFO : Epoch 2002 | loss: 0.031173 | val_loss: 0.0311802 | Time: 2606.54 ms [2022-03-09 05:38:55 main:574] : INFO : Epoch 2003 | loss: 0.0311751 | val_loss: 0.0311784 | Time: 2555.12 ms [2022-03-09 05:38:58 main:574] : INFO : Epoch 2004 | loss: 0.0311769 | val_loss: 0.0311797 | Time: 2463.66 ms [2022-03-09 05:39:00 main:574] : INFO : Epoch 2005 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 2414.82 ms [2022-03-09 05:39:03 main:574] : INFO : Epoch 2006 | loss: 0.0311738 | val_loss: 0.0311774 | Time: 2439.72 ms [2022-03-09 05:39:05 main:574] : INFO : Epoch 2007 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 2466.63 ms [2022-03-09 05:39:08 main:574] : INFO : Epoch 2008 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 2521.25 ms [2022-03-09 05:39:10 main:574] : INFO : Epoch 2009 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 2359.45 ms [2022-03-09 05:39:13 main:574] : INFO : Epoch 2010 | loss: 0.0311735 | val_loss: 0.0311834 | Time: 2617.44 ms [2022-03-09 05:39:16 main:574] : INFO : Epoch 2011 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 3213.5 ms [2022-03-09 05:39:19 main:574] : INFO : Epoch 2012 | loss: 0.0311716 | val_loss: 0.0311795 | Time: 3286.74 ms [2022-03-09 05:39:23 main:574] : INFO : Epoch 2013 | loss: 0.031178 | val_loss: 0.0311778 | Time: 3458.52 ms [2022-03-09 05:39:26 main:574] : INFO : Epoch 2014 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 2876.7 ms [2022-03-09 05:39:29 main:574] : INFO : Epoch 2015 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 3128.89 ms [2022-03-09 05:39:33 main:574] : INFO : Epoch 2016 | loss: 0.0311737 | val_loss: 0.0311787 | Time: 4119.85 ms [2022-03-09 05:39:37 main:574] : INFO : Epoch 2017 | loss: 0.0311692 | val_loss: 0.0311797 | Time: 3403.81 ms [2022-03-09 05:39:40 main:574] : INFO : Epoch 2018 | loss: 0.0311683 | val_loss: 0.0311769 | Time: 3179.42 ms [2022-03-09 05:39:43 main:574] : INFO : Epoch 2019 | loss: 0.031173 | val_loss: 0.031178 | Time: 3422.5 ms [2022-03-09 05:39:46 main:574] : INFO : Epoch 2020 | loss: 0.0311739 | val_loss: 0.0311782 | Time: 2769.95 ms [2022-03-09 05:39:49 main:574] : INFO : Epoch 2021 | loss: 0.0311708 | val_loss: 0.0311772 | Time: 3002.61 ms [2022-03-09 05:39:53 main:574] : INFO : Epoch 2022 | loss: 0.031174 | val_loss: 0.0311841 | Time: 3381.89 ms [2022-03-09 05:39:55 main:574] : INFO : Epoch 2023 | loss: 0.0311715 | val_loss: 0.0311775 | Time: 2917.15 ms [2022-03-09 05:39:58 main:574] : INFO : Epoch 2024 | loss: 0.0311659 | val_loss: 0.0311765 | Time: 2740.73 ms [2022-03-09 05:40:01 main:574] : INFO : Epoch 2025 | loss: 0.0311661 | val_loss: 0.0311794 | Time: 2991.69 ms [2022-03-09 05:40:04 main:574] : INFO : Epoch 2026 | loss: 0.031171 | val_loss: 0.0311812 | Time: 2962.2 ms [2022-03-09 05:40:07 main:574] : INFO : Epoch 2027 | loss: 0.0311734 | val_loss: 0.0311952 | Time: 3097.52 ms [2022-03-09 05:40:10 main:574] : INFO : Epoch 2028 | loss: 0.0311744 | val_loss: 0.0311869 | Time: 2615.94 ms [2022-03-09 05:40:13 main:574] : INFO : Epoch 2029 | loss: 0.0311697 | val_loss: 0.0311785 | Time: 2620.74 ms [2022-03-09 05:40:16 main:574] : INFO : Epoch 2030 | loss: 0.0311675 | val_loss: 0.0311864 | Time: 3235.15 ms [2022-03-09 05:40:20 main:574] : INFO : Epoch 2031 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 3799.42 ms [2022-03-09 05:40:23 main:574] : INFO : Epoch 2032 | loss: 0.0311673 | val_loss: 0.0311824 | Time: 3536.79 ms [2022-03-09 05:40:27 main:574] : INFO : Epoch 2033 | loss: 0.0311699 | val_loss: 0.0311789 | Time: 3294.57 ms [2022-03-09 05:40:30 main:574] : INFO : Epoch 2034 | loss: 0.0311668 | val_loss: 0.0311772 | Time: 3156.08 ms [2022-03-09 05:40:33 main:574] : INFO : Epoch 2035 | loss: 0.0311674 | val_loss: 0.0311833 | Time: 3103.78 ms [2022-03-09 05:40:36 main:574] : INFO : Epoch 2036 | loss: 0.031169 | val_loss: 0.0311784 | Time: 3394.43 ms [2022-03-09 05:40:40 main:574] : INFO : Epoch 2037 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 3435.67 ms [2022-03-09 05:40:43 main:574] : INFO : Epoch 2038 | loss: 0.0311659 | val_loss: 0.0311875 | Time: 3000.26 ms [2022-03-09 05:40:46 main:574] : INFO : Epoch 2039 | loss: 0.0311685 | val_loss: 0.0311817 | Time: 2594.16 ms [2022-03-09 05:40:48 main:574] : INFO : Epoch 2040 | loss: 0.0311663 | val_loss: 0.031178 | Time: 2920.26 ms [2022-03-09 05:40:51 main:574] : INFO : Epoch 2041 | loss: 0.0311698 | val_loss: 0.0311812 | Time: 2855.99 ms [2022-03-09 05:40:54 main:574] : INFO : Epoch 2042 | loss: 0.0311702 | val_loss: 0.0311839 | Time: 2724.13 ms [2022-03-09 05:40:58 main:574] : INFO : Epoch 2043 | loss: 0.0311681 | val_loss: 0.03118 | Time: 3401.78 ms [2022-03-09 05:41:01 main:574] : INFO : Epoch 2044 | loss: 0.0311662 | val_loss: 0.0311795 | Time: 3252.42 ms [2022-03-09 05:41:04 main:574] : INFO : Epoch 2045 | loss: 0.031166 | val_loss: 0.0311816 | Time: 3357.2 ms [2022-03-09 05:41:07 main:574] : INFO : Epoch 2046 | loss: 0.0311687 | val_loss: 0.0311848 | Time: 3158.71 ms [2022-03-09 05:41:11 main:574] : INFO : Epoch 2047 | loss: 0.0311675 | val_loss: 0.0311832 | Time: 3109.66 ms [2022-03-09 05:41:14 main:574] : INFO : Epoch 2048 | loss: 0.0311684 | val_loss: 0.0311811 | Time: 2899.07 ms [2022-03-09 05:41:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311811 [2022-03-09 05:41:14 main:603] : INFO : Saving end state to config to file [2022-03-09 05:41:14 main:608] : INFO : Success, exiting.. 05:41:14 (24740): 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)