Task 12619221
| Name | ParityModified-1645992132-5858-2-0_0 |
| Workunit | 9774082 |
| Created | 6 Mar 2022, 20:58:54 UTC |
| Sent | 8 Mar 2022, 13:46:06 UTC |
| Report deadline | 16 Mar 2022, 13:46:06 UTC |
| Received | 9 Mar 2022, 12:14:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 46 min 34 sec |
| CPU time | 1 hours 44 min 12 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 | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311868 | val_loss: 0.0311856 | Time: 2729.38 ms
[2022-03-09 12:00:19 main:574] : INFO : Epoch 1543 | loss: 0.0311862 | val_loss: 0.0311852 | Time: 2423.96 ms
[2022-03-09 12:00:22 main:574] : INFO : Epoch 1544 | loss: 0.0311868 | val_loss: 0.0311851 | Time: 2401.18 ms
[2022-03-09 12:00:24 main:574] : INFO : Epoch 1545 | loss: 0.0311866 | val_loss: 0.031185 | Time: 2344.01 ms
[2022-03-09 12:00:26 main:574] : INFO : Epoch 1546 | loss: 0.0311859 | val_loss: 0.0311851 | Time: 2557.98 ms
[2022-03-09 12:00:29 main:574] : INFO : Epoch 1547 | loss: 0.0311863 | val_loss: 0.0311855 | Time: 2691.33 ms
[2022-03-09 12:00:32 main:574] : INFO : Epoch 1548 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 2689.19 ms
[2022-03-09 12:00:35 main:574] : INFO : Epoch 1549 | loss: 0.0311846 | val_loss: 0.0311843 | Time: 2602.15 ms
[2022-03-09 12:00:37 main:574] : INFO : Epoch 1550 | loss: 0.0311854 | val_loss: 0.0311855 | Time: 2667.95 ms
[2022-03-09 12:00:40 main:574] : INFO : Epoch 1551 | loss: 0.0311846 | val_loss: 0.0311854 | Time: 2570.7 ms
[2022-03-09 12:00:43 main:574] : INFO : Epoch 1552 | loss: 0.0311843 | val_loss: 0.0311851 | Time: 2576.89 ms
[2022-03-09 12:00:45 main:574] : INFO : Epoch 1553 | loss: 0.0311855 | val_loss: 0.0311885 | Time: 2508.2 ms
[2022-03-09 12:00:48 main:574] : INFO : Epoch 1554 | loss: 0.0311847 | val_loss: 0.0311873 | Time: 2412.14 ms
[2022-03-09 12:00:50 main:574] : INFO : Epoch 1555 | loss: 0.0311851 | val_loss: 0.031185 | Time: 2592.05 ms
[2022-03-09 12:00:53 main:574] : INFO : Epoch 1556 | loss: 0.0311835 | val_loss: 0.0311852 | Time: 2412.89 ms
[2022-03-09 12:00:55 main:574] : INFO : Epoch 1557 | loss: 0.0311825 | val_loss: 0.0311862 | Time: 2420.67 ms
[2022-03-09 12:00:58 main:574] : INFO : Epoch 1558 | loss: 0.0311827 | val_loss: 0.031185 | Time: 2500.02 ms
[2022-03-09 12:01:00 main:574] : INFO : Epoch 1559 | loss: 0.0311837 | val_loss: 0.0311862 | Time: 2618.83 ms
[2022-03-09 12:01:03 main:574] : INFO : Epoch 1560 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 2421.59 ms
[2022-03-09 12:01:06 main:574] : INFO : Epoch 1561 | loss: 0.0311823 | val_loss: 0.0311842 | Time: 2535.78 ms
[2022-03-09 12:01:08 main:574] : INFO : Epoch 1562 | loss: 0.0311824 | val_loss: 0.0311842 | Time: 2511.26 ms
[2022-03-09 12:01:11 main:574] : INFO : Epoch 1563 | loss: 0.0311807 | val_loss: 0.0311821 | Time: 2555.95 ms
[2022-03-09 12:01:14 main:574] : INFO : Epoch 1564 | loss: 0.031182 | val_loss: 0.0311838 | Time: 2626.55 ms
[2022-03-09 12:01:16 main:574] : INFO : Epoch 1565 | loss: 0.03118 | val_loss: 0.0311829 | Time: 2459.67 ms
[2022-03-09 12:01:19 main:574] : INFO : Epoch 1566 | loss: 0.0311792 | val_loss: 0.0311834 | Time: 2572.06 ms
[2022-03-09 12:01:21 main:574] : INFO : Epoch 1567 | loss: 0.031181 | val_loss: 0.0311847 | Time: 2413.81 ms
[2022-03-09 12:01:24 main:574] : INFO : Epoch 1568 | loss: 0.0311793 | val_loss: 0.0311827 | Time: 2473.05 ms
[2022-03-09 12:01:26 main:574] : INFO : Epoch 1569 | loss: 0.0311789 | val_loss: 0.0311838 | Time: 2372.81 ms
[2022-03-09 12:01:29 main:574] : INFO : Epoch 1570 | loss: 0.0311785 | val_loss: 0.0311825 | Time: 2473.16 ms
[2022-03-09 12:01:31 main:574] : INFO : Epoch 1571 | loss: 0.0311784 | val_loss: 0.0311831 | Time: 2392.22 ms
[2022-03-09 12:01:34 main:574] : INFO : Epoch 1572 | loss: 0.0311796 | val_loss: 0.0311823 | Time: 2616.69 ms
[2022-03-09 12:01:36 main:574] : INFO : Epoch 1573 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 2587.98 ms
[2022-03-09 12:01:39 main:574] : INFO : Epoch 1574 | loss: 0.0311781 | val_loss: 0.0311821 | Time: 2570.42 ms
[2022-03-09 12:01:42 main:574] : INFO : Epoch 1575 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 2597.4 ms
[2022-03-09 12:01:44 main:574] : INFO : Epoch 1576 | loss: 0.0311779 | val_loss: 0.0311826 | Time: 2467.43 ms
[2022-03-09 12:01:47 main:574] : INFO : Epoch 1577 | loss: 0.0311772 | val_loss: 0.0311811 | Time: 2536.9 ms
[2022-03-09 12:01:49 main:574] : INFO : Epoch 1578 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 2495.56 ms
[2022-03-09 12:01:52 main:574] : INFO : Epoch 1579 | loss: 0.0311763 | val_loss: 0.0311815 | Time: 2419.11 ms
[2022-03-09 12:01:55 main:574] : INFO : Epoch 1580 | loss: 0.0311768 | val_loss: 0.0311822 | Time: 2847.04 ms
[2022-03-09 12:01:57 main:574] : INFO : Epoch 1581 | loss: 0.0311768 | val_loss: 0.0311823 | Time: 2495.3 ms
[2022-03-09 12:02:00 main:574] : INFO : Epoch 1582 | loss: 0.0311782 | val_loss: 0.0311892 | Time: 2290.24 ms
[2022-03-09 12:02:02 main:574] : INFO : Epoch 1583 | loss: 0.0311812 | val_loss: 0.0311816 | Time: 2393.04 ms
[2022-03-09 12:02:04 main:574] : INFO : Epoch 1584 | loss: 0.0311765 | val_loss: 0.031183 | Time: 2427.54 ms
[2022-03-09 12:02:07 main:574] : INFO : Epoch 1585 | loss: 0.0311759 | val_loss: 0.0311817 | Time: 2497.68 ms
[2022-03-09 12:02:09 main:574] : INFO : Epoch 1586 | loss: 0.0311763 | val_loss: 0.031182 | Time: 2362.01 ms
[2022-03-09 12:02:12 main:574] : INFO : Epoch 1587 | loss: 0.0311752 | val_loss: 0.0311814 | Time: 2463.79 ms
[2022-03-09 12:02:14 main:574] : INFO : Epoch 1588 | loss: 0.0311757 | val_loss: 0.031181 | Time: 2496.53 ms
[2022-03-09 12:02:17 main:574] : INFO : Epoch 1589 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 2650.45 ms
[2022-03-09 12:02:20 main:574] : INFO : Epoch 1590 | loss: 0.0311772 | val_loss: 0.031181 | Time: 2444.67 ms
[2022-03-09 12:02:22 main:574] : INFO : Epoch 1591 | loss: 0.031176 | val_loss: 0.031181 | Time: 2441.61 ms
[2022-03-09 12:02:25 main:574] : INFO : Epoch 1592 | loss: 0.0311778 | val_loss: 0.031182 | Time: 2381.48 ms
[2022-03-09 12:02:27 main:574] : INFO : Epoch 1593 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 2422.37 ms
[2022-03-09 12:02:30 main:574] : INFO : Epoch 1594 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 2582.03 ms
[2022-03-09 12:02:32 main:574] : INFO : Epoch 1595 | loss: 0.0311777 | val_loss: 0.031185 | Time: 2430.18 ms
[2022-03-09 12:02:35 main:574] : INFO : Epoch 1596 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 2430.99 ms
[2022-03-09 12:02:37 main:574] : INFO : Epoch 1597 | loss: 0.0311816 | val_loss: 0.0311837 | Time: 2351.7 ms
[2022-03-09 12:02:40 main:574] : INFO : Epoch 1598 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 2463.96 ms
[2022-03-09 12:02:42 main:574] : INFO : Epoch 1599 | loss: 0.0311792 | val_loss: 0.0311849 | Time: 2389.17 ms
[2022-03-09 12:02:44 main:574] : INFO : Epoch 1600 | loss: 0.0311781 | val_loss: 0.0311835 | Time: 2450.1 ms
[2022-03-09 12:02:47 main:574] : INFO : Epoch 1601 | loss: 0.031179 | val_loss: 0.0311838 | Time: 2391.59 ms
[2022-03-09 12:02:49 main:574] : INFO : Epoch 1602 | loss: 0.031178 | val_loss: 0.0311827 | Time: 2319 ms
[2022-03-09 12:02:52 main:574] : INFO : Epoch 1603 | loss: 0.0311783 | val_loss: 0.0311873 | Time: 2403.04 ms
[2022-03-09 12:02:54 main:574] : INFO : Epoch 1604 | loss: 0.0311771 | val_loss: 0.0311826 | Time: 2627.83 ms
[2022-03-09 12:02:57 main:574] : INFO : Epoch 1605 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 2449.13 ms
[2022-03-09 12:03:00 main:574] : INFO : Epoch 1606 | loss: 0.0311755 | val_loss: 0.0311822 | Time: 2601.22 ms
[2022-03-09 12:03:02 main:574] : INFO : Epoch 1607 | loss: 0.0311752 | val_loss: 0.0311829 | Time: 2424.81 ms
[2022-03-09 12:03:04 main:574] : INFO : Epoch 1608 | loss: 0.0311747 | val_loss: 0.0311813 | Time: 2435.56 ms
[2022-03-09 12:03:07 main:574] : INFO : Epoch 1609 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 2433.22 ms
[2022-03-09 12:03:10 main:574] : INFO : Epoch 1610 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 2594.83 ms
[2022-03-09 12:03:12 main:574] : INFO : Epoch 1611 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 2385.32 ms
[2022-03-09 12:03:14 main:574] : INFO : Epoch 1612 | loss: 0.0311754 | val_loss: 0.0311851 | Time: 2377.46 ms
[2022-03-09 12:03:17 main:574] : INFO : Epoch 1613 | loss: 0.0311762 | val_loss: 0.0311874 | Time: 2404.44 ms
[2022-03-09 12:03:19 main:574] : INFO : Epoch 1614 | loss: 0.0311797 | val_loss: 0.0311925 | Time: 2367.21 ms
[2022-03-09 12:03:22 main:574] : INFO : Epoch 1615 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 2485.29 ms
[2022-03-09 12:03:24 main:574] : INFO : Epoch 1616 | loss: 0.0311777 | val_loss: 0.0311887 | Time: 2522.87 ms
[2022-03-09 12:03:28 main:574] : INFO : Epoch 1617 | loss: 0.031178 | val_loss: 0.0311892 | Time: 3284.2 ms
[2022-03-09 12:03:31 main:574] : INFO : Epoch 1618 | loss: 0.0311771 | val_loss: 0.0311876 | Time: 3101.56 ms
[2022-03-09 12:03:34 main:574] : INFO : Epoch 1619 | loss: 0.0311756 | val_loss: 0.0311866 | Time: 2659.2 ms
[2022-03-09 12:03:37 main:574] : INFO : Epoch 1620 | loss: 0.0311751 | val_loss: 0.0311862 | Time: 3249.95 ms
[2022-03-09 12:03:40 main:574] : INFO : Epoch 1621 | loss: 0.0311745 | val_loss: 0.0311852 | Time: 2910.73 ms
[2022-03-09 12:03:44 main:574] : INFO : Epoch 1622 | loss: 0.0311742 | val_loss: 0.0311839 | Time: 3654.43 ms
[2022-03-09 12:03:47 main:574] : INFO : Epoch 1623 | loss: 0.0311752 | val_loss: 0.0311858 | Time: 3506.51 ms
[2022-03-09 12:03:50 main:574] : INFO : Epoch 1624 | loss: 0.031174 | val_loss: 0.0311865 | Time: 3223.96 ms
[2022-03-09 12:03:53 main:574] : INFO : Epoch 1625 | loss: 0.031176 | val_loss: 0.0311868 | Time: 3043.71 ms
[2022-03-09 12:03:56 main:574] : INFO : Epoch 1626 | loss: 0.0311766 | val_loss: 0.0311891 | Time: 2967.45 ms
[2022-03-09 12:03:59 main:574] : INFO : Epoch 1627 | loss: 0.0311761 | val_loss: 0.0311859 | Time: 2859.92 ms
[2022-03-09 12:04:02 main:574] : INFO : Epoch 1628 | loss: 0.0311772 | val_loss: 0.0311909 | Time: 2827.13 ms
[2022-03-09 12:04:05 main:574] : INFO : Epoch 1629 | loss: 0.0311764 | val_loss: 0.03119 | Time: 2898.82 ms
[2022-03-09 12:04:08 main:574] : INFO : Epoch 1630 | loss: 0.0311749 | val_loss: 0.0311914 | Time: 2839.33 ms
[2022-03-09 12:04:11 main:574] : INFO : Epoch 1631 | loss: 0.0311758 | val_loss: 0.0311894 | Time: 3194.88 ms
[2022-03-09 12:04:15 main:574] : INFO : Epoch 1632 | loss: 0.0311745 | val_loss: 0.03119 | Time: 3156.39 ms
[2022-03-09 12:04:17 main:574] : INFO : Epoch 1633 | loss: 0.0311739 | val_loss: 0.0311897 | Time: 2675.55 ms
[2022-03-09 12:04:20 main:574] : INFO : Epoch 1634 | loss: 0.0311732 | val_loss: 0.0311893 | Time: 2932.61 ms
[2022-03-09 12:04:24 main:574] : INFO : Epoch 1635 | loss: 0.0311722 | val_loss: 0.0311873 | Time: 3301.14 ms
[2022-03-09 12:04:27 main:574] : INFO : Epoch 1636 | loss: 0.0311718 | val_loss: 0.031188 | Time: 3090.81 ms
[2022-03-09 12:04:30 main:574] : INFO : Epoch 1637 | loss: 0.0311722 | val_loss: 0.0311864 | Time: 2906.83 ms
[2022-03-09 12:04:32 main:574] : INFO : Epoch 1638 | loss: 0.0311717 | val_loss: 0.0311878 | Time: 2646.86 ms
[2022-03-09 12:04:35 main:574] : INFO : Epoch 1639 | loss: 0.031172 | val_loss: 0.031189 | Time: 2458.26 ms
[2022-03-09 12:04:37 main:574] : INFO : Epoch 1640 | loss: 0.0311723 | val_loss: 0.0311884 | Time: 2438.84 ms
[2022-03-09 12:04:40 main:574] : INFO : Epoch 1641 | loss: 0.0311714 | val_loss: 0.0311877 | Time: 2618.13 ms
[2022-03-09 12:04:43 main:574] : INFO : Epoch 1642 | loss: 0.0311727 | val_loss: 0.0311925 | Time: 2444.78 ms
[2022-03-09 12:04:45 main:574] : INFO : Epoch 1643 | loss: 0.0311723 | val_loss: 0.0311872 | Time: 2468.2 ms
[2022-03-09 12:04:48 main:574] : INFO : Epoch 1644 | loss: 0.0311716 | val_loss: 0.0311882 | Time: 2501.3 ms
[2022-03-09 12:04:50 main:574] : INFO : Epoch 1645 | loss: 0.0311707 | val_loss: 0.0311877 | Time: 2443.72 ms
[2022-03-09 12:04:53 main:574] : INFO : Epoch 1646 | loss: 0.0311715 | val_loss: 0.0311868 | Time: 2470.68 ms
[2022-03-09 12:04:55 main:574] : INFO : Epoch 1647 | loss: 0.031171 | val_loss: 0.0311871 | Time: 2532.89 ms
[2022-03-09 12:04:58 main:574] : INFO : Epoch 1648 | loss: 0.0311705 | val_loss: 0.0311881 | Time: 2585.29 ms
[2022-03-09 12:05:00 main:574] : INFO : Epoch 1649 | loss: 0.0311707 | val_loss: 0.0311889 | Time: 2562.42 ms
[2022-03-09 12:05:03 main:574] : INFO : Epoch 1650 | loss: 0.0311702 | val_loss: 0.0311843 | Time: 2588.64 ms
[2022-03-09 12:05:05 main:574] : INFO : Epoch 1651 | loss: 0.0311697 | val_loss: 0.0311855 | Time: 2396.6 ms
[2022-03-09 12:05:08 main:574] : INFO : Epoch 1652 | loss: 0.0311695 | val_loss: 0.0311835 | Time: 2475.68 ms
[2022-03-09 12:05:10 main:574] : INFO : Epoch 1653 | loss: 0.0311694 | val_loss: 0.031184 | Time: 2372.59 ms
[2022-03-09 12:05:13 main:574] : INFO : Epoch 1654 | loss: 0.0311688 | val_loss: 0.0311833 | Time: 2373.18 ms
[2022-03-09 12:05:15 main:574] : INFO : Epoch 1655 | loss: 0.0311678 | val_loss: 0.0311848 | Time: 2529.25 ms
[2022-03-09 12:05:18 main:574] : INFO : Epoch 1656 | loss: 0.0311688 | val_loss: 0.0311844 | Time: 2451.26 ms
[2022-03-09 12:05:20 main:574] : INFO : Epoch 1657 | loss: 0.0311708 | val_loss: 0.0311837 | Time: 2362.97 ms
[2022-03-09 12:05:23 main:574] : INFO : Epoch 1658 | loss: 0.0311708 | val_loss: 0.0311852 | Time: 2335.01 ms
[2022-03-09 12:05:25 main:574] : INFO : Epoch 1659 | loss: 0.0311692 | val_loss: 0.0311855 | Time: 2427.4 ms
[2022-03-09 12:05:28 main:574] : INFO : Epoch 1660 | loss: 0.0311703 | val_loss: 0.0311819 | Time: 2368.4 ms
[2022-03-09 12:05:30 main:574] : INFO : Epoch 1661 | loss: 0.0311687 | val_loss: 0.0311835 | Time: 2503.17 ms
[2022-03-09 12:05:33 main:574] : INFO : Epoch 1662 | loss: 0.0311699 | val_loss: 0.031183 | Time: 2573.17 ms
[2022-03-09 12:05:36 main:574] : INFO : Epoch 1663 | loss: 0.0311694 | val_loss: 0.0311855 | Time: 3221.02 ms
[2022-03-09 12:05:39 main:574] : INFO : Epoch 1664 | loss: 0.0311678 | val_loss: 0.0311853 | Time: 3143.4 ms
[2022-03-09 12:05:42 main:574] : INFO : Epoch 1665 | loss: 0.0311679 | val_loss: 0.0311852 | Time: 2984.84 ms
[2022-03-09 12:05:45 main:574] : INFO : Epoch 1666 | loss: 0.0311681 | val_loss: 0.0311824 | Time: 3058.65 ms
[2022-03-09 12:05:48 main:574] : INFO : Epoch 1667 | loss: 0.0311669 | val_loss: 0.0311852 | Time: 3106.52 ms
[2022-03-09 12:05:52 main:574] : INFO : Epoch 1668 | loss: 0.0311664 | val_loss: 0.0311822 | Time: 3437.67 ms
[2022-03-09 12:05:55 main:574] : INFO : Epoch 1669 | loss: 0.0311665 | val_loss: 0.0311838 | Time: 2534 ms
[2022-03-09 12:05:57 main:574] : INFO : Epoch 1670 | loss: 0.0311696 | val_loss: 0.0311827 | Time: 2500.39 ms
[2022-03-09 12:06:00 main:574] : INFO : Epoch 1671 | loss: 0.0311663 | val_loss: 0.0311827 | Time: 2441.05 ms
[2022-03-09 12:06:02 main:574] : INFO : Epoch 1672 | loss: 0.0311657 | val_loss: 0.031182 | Time: 2405.16 ms
[2022-03-09 12:06:05 main:574] : INFO : Epoch 1673 | loss: 0.0311654 | val_loss: 0.0311842 | Time: 2593.34 ms
[2022-03-09 12:06:08 main:574] : INFO : Epoch 1674 | loss: 0.0311656 | val_loss: 0.0311834 | Time: 2838.88 ms
[2022-03-09 12:06:10 main:574] : INFO : Epoch 1675 | loss: 0.0311665 | val_loss: 0.0311817 | Time: 2454.97 ms
[2022-03-09 12:06:13 main:574] : INFO : Epoch 1676 | loss: 0.0311649 | val_loss: 0.0311841 | Time: 2394.64 ms
[2022-03-09 12:06:15 main:574] : INFO : Epoch 1677 | loss: 0.0311664 | val_loss: 0.0311878 | Time: 2810.21 ms
[2022-03-09 12:06:18 main:574] : INFO : Epoch 1678 | loss: 0.0311665 | val_loss: 0.0311836 | Time: 2640.73 ms
[2022-03-09 12:06:21 main:574] : INFO : Epoch 1679 | loss: 0.0311649 | val_loss: 0.0311842 | Time: 2449.74 ms
[2022-03-09 12:06:23 main:574] : INFO : Epoch 1680 | loss: 0.0311644 | val_loss: 0.031184 | Time: 2365.2 ms
[2022-03-09 12:06:25 main:574] : INFO : Epoch 1681 | loss: 0.0311641 | val_loss: 0.0311845 | Time: 2387.27 ms
[2022-03-09 12:06:28 main:574] : INFO : Epoch 1682 | loss: 0.0311654 | val_loss: 0.0311873 | Time: 2391.51 ms
[2022-03-09 12:06:30 main:574] : INFO : Epoch 1683 | loss: 0.031165 | val_loss: 0.0311822 | Time: 2447.63 ms
[2022-03-09 12:06:33 main:574] : INFO : Epoch 1684 | loss: 0.0311636 | val_loss: 0.0311831 | Time: 2369.02 ms
[2022-03-09 12:06:35 main:574] : INFO : Epoch 1685 | loss: 0.0311652 | val_loss: 0.0311853 | Time: 2404.04 ms
[2022-03-09 12:06:38 main:574] : INFO : Epoch 1686 | loss: 0.0311661 | val_loss: 0.0311837 | Time: 2443.41 ms
[2022-03-09 12:06:40 main:574] : INFO : Epoch 1687 | loss: 0.0311643 | val_loss: 0.0311824 | Time: 2662.86 ms
[2022-03-09 12:06:43 main:574] : INFO : Epoch 1688 | loss: 0.0311671 | val_loss: 0.0311829 | Time: 2490.5 ms
[2022-03-09 12:06:45 main:574] : INFO : Epoch 1689 | loss: 0.0311655 | val_loss: 0.0311823 | Time: 2453.02 ms
[2022-03-09 12:06:48 main:574] : INFO : Epoch 1690 | loss: 0.0311639 | val_loss: 0.0311835 | Time: 2365.34 ms
[2022-03-09 12:06:51 main:574] : INFO : Epoch 1691 | loss: 0.0311652 | val_loss: 0.0311829 | Time: 2735.06 ms
[2022-03-09 12:06:53 main:574] : INFO : Epoch 1692 | loss: 0.0311649 | val_loss: 0.0311807 | Time: 2458.48 ms
[2022-03-09 12:06:56 main:574] : INFO : Epoch 1693 | loss: 0.0311656 | val_loss: 0.0311804 | Time: 2686.95 ms
[2022-03-09 12:06:58 main:574] : INFO : Epoch 1694 | loss: 0.0311643 | val_loss: 0.0311837 | Time: 2553.98 ms
[2022-03-09 12:07:01 main:574] : INFO : Epoch 1695 | loss: 0.0311634 | val_loss: 0.0311816 | Time: 2631.9 ms
[2022-03-09 12:07:04 main:574] : INFO : Epoch 1696 | loss: 0.0311652 | val_loss: 0.0311946 | Time: 2451.44 ms
[2022-03-09 12:07:06 main:574] : INFO : Epoch 1697 | loss: 0.0311679 | val_loss: 0.031186 | Time: 2489.37 ms
[2022-03-09 12:07:09 main:574] : INFO : Epoch 1698 | loss: 0.0311651 | val_loss: 0.0311874 | Time: 2452.74 ms
[2022-03-09 12:07:11 main:574] : INFO : Epoch 1699 | loss: 0.031164 | val_loss: 0.0311843 | Time: 2816.6 ms
[2022-03-09 12:07:14 main:574] : INFO : Epoch 1700 | loss: 0.0311624 | val_loss: 0.031185 | Time: 2897.06 ms
[2022-03-09 12:07:17 main:574] : INFO : Epoch 1701 | loss: 0.0311633 | val_loss: 0.0311865 | Time: 2728.68 ms
[2022-03-09 12:07:20 main:574] : INFO : Epoch 1702 | loss: 0.0311658 | val_loss: 0.0311853 | Time: 3095.04 ms
[2022-03-09 12:07:23 main:574] : INFO : Epoch 1703 | loss: 0.0311645 | val_loss: 0.0311845 | Time: 2800.69 ms
[2022-03-09 12:07:26 main:574] : INFO : Epoch 1704 | loss: 0.0311675 | val_loss: 0.031184 | Time: 2662.67 ms
[2022-03-09 12:07:29 main:574] : INFO : Epoch 1705 | loss: 0.0311666 | val_loss: 0.0311837 | Time: 2854.89 ms
[2022-03-09 12:07:32 main:574] : INFO : Epoch 1706 | loss: 0.0311648 | val_loss: 0.0311827 | Time: 3030.79 ms
[2022-03-09 12:07:35 main:574] : INFO : Epoch 1707 | loss: 0.0311647 | val_loss: 0.0311834 | Time: 2842.89 ms
[2022-03-09 12:07:37 main:574] : INFO : Epoch 1708 | loss: 0.0311644 | val_loss: 0.0311859 | Time: 2756.38 ms
[2022-03-09 12:07:40 main:574] : INFO : Epoch 1709 | loss: 0.0311637 | val_loss: 0.0311821 | Time: 2478.09 ms
[2022-03-09 12:07:43 main:574] : INFO : Epoch 1710 | loss: 0.0311634 | val_loss: 0.0311824 | Time: 2747.32 ms
[2022-03-09 12:07:46 main:574] : INFO : Epoch 1711 | loss: 0.0311618 | val_loss: 0.0311838 | Time: 2869.15 ms
[2022-03-09 12:07:50 main:574] : INFO : Epoch 1712 | loss: 0.0311615 | val_loss: 0.0311831 | Time: 3913.22 ms
[2022-03-09 12:07:53 main:574] : INFO : Epoch 1713 | loss: 0.0311618 | val_loss: 0.0311851 | Time: 3046.68 ms
[2022-03-09 12:07:56 main:574] : INFO : Epoch 1714 | loss: 0.0311618 | val_loss: 0.0311835 | Time: 3368.5 ms
[2022-03-09 12:07:59 main:574] : INFO : Epoch 1715 | loss: 0.0311616 | val_loss: 0.0311819 | Time: 3024.04 ms
[2022-03-09 12:08:02 main:574] : INFO : Epoch 1716 | loss: 0.0311607 | val_loss: 0.0311841 | Time: 3163.85 ms
[2022-03-09 12:08:05 main:574] : INFO : Epoch 1717 | loss: 0.0311635 | val_loss: 0.0311873 | Time: 3135.85 ms
[2022-03-09 12:08:08 main:574] : INFO : Epoch 1718 | loss: 0.0311642 | val_loss: 0.0311887 | Time: 2461.48 ms
[2022-03-09 12:08:11 main:574] : INFO : Epoch 1719 | loss: 0.0311656 | val_loss: 0.0311853 | Time: 2659.92 ms
[2022-03-09 12:08:13 main:574] : INFO : Epoch 1720 | loss: 0.0311636 | val_loss: 0.031184 | Time: 2564.03 ms
[2022-03-09 12:08:16 main:574] : INFO : Epoch 1721 | loss: 0.0311616 | val_loss: 0.0311835 | Time: 2671.19 ms
[2022-03-09 12:08:19 main:574] : INFO : Epoch 1722 | loss: 0.0311647 | val_loss: 0.0311818 | Time: 3008.46 ms
[2022-03-09 12:08:22 main:574] : INFO : Epoch 1723 | loss: 0.0311659 | val_loss: 0.0311826 | Time: 2808.47 ms
[2022-03-09 12:08:25 main:574] : INFO : Epoch 1724 | loss: 0.0311627 | val_loss: 0.0311836 | Time: 3338.92 ms
[2022-03-09 12:08:29 main:574] : INFO : Epoch 1725 | loss: 0.0311617 | val_loss: 0.0311845 | Time: 3826.85 ms
[2022-03-09 12:08:32 main:574] : INFO : Epoch 1726 | loss: 0.0311633 | val_loss: 0.0311869 | Time: 3190.74 ms
[2022-03-09 12:08:36 main:574] : INFO : Epoch 1727 | loss: 0.0311614 | val_loss: 0.0311819 | Time: 3306.92 ms
[2022-03-09 12:08:39 main:574] : INFO : Epoch 1728 | loss: 0.031161 | val_loss: 0.0311848 | Time: 2994.91 ms
[2022-03-09 12:08:42 main:574] : INFO : Epoch 1729 | loss: 0.0311695 | val_loss: 0.0311859 | Time: 2727.53 ms
[2022-03-09 12:08:44 main:574] : INFO : Epoch 1730 | loss: 0.0311709 | val_loss: 0.031184 | Time: 2486.35 ms
[2022-03-09 12:08:47 main:574] : INFO : Epoch 1731 | loss: 0.0311677 | val_loss: 0.0311853 | Time: 3033.03 ms
[2022-03-09 12:08:51 main:574] : INFO : Epoch 1732 | loss: 0.0311649 | val_loss: 0.0311845 | Time: 3328.51 ms
[2022-03-09 12:08:53 main:574] : INFO : Epoch 1733 | loss: 0.0311644 | val_loss: 0.0311826 | Time: 2745.9 ms
[2022-03-09 12:08:57 main:574] : INFO : Epoch 1734 | loss: 0.0311633 | val_loss: 0.0311869 | Time: 3893.16 ms
[2022-03-09 12:09:01 main:574] : INFO : Epoch 1735 | loss: 0.0311631 | val_loss: 0.0311858 | Time: 3570.17 ms
[2022-03-09 12:09:04 main:574] : INFO : Epoch 1736 | loss: 0.0311646 | val_loss: 0.0311874 | Time: 3172.84 ms
[2022-03-09 12:09:08 main:574] : INFO : Epoch 1737 | loss: 0.0311638 | val_loss: 0.0311831 | Time: 3694.92 ms
[2022-03-09 12:09:11 main:574] : INFO : Epoch 1738 | loss: 0.0311632 | val_loss: 0.0311855 | Time: 3233.79 ms
[2022-03-09 12:09:15 main:574] : INFO : Epoch 1739 | loss: 0.0311622 | val_loss: 0.0311852 | Time: 3325.59 ms
[2022-03-09 12:09:17 main:574] : INFO : Epoch 1740 | loss: 0.0311626 | val_loss: 0.0311873 | Time: 2908.47 ms
[2022-03-09 12:09:20 main:574] : INFO : Epoch 1741 | loss: 0.0311618 | val_loss: 0.0311859 | Time: 2877.96 ms
[2022-03-09 12:09:23 main:574] : INFO : Epoch 1742 | loss: 0.0311633 | val_loss: 0.0311874 | Time: 2735.29 ms
[2022-03-09 12:09:26 main:574] : INFO : Epoch 1743 | loss: 0.0311632 | val_loss: 0.0311863 | Time: 2789.26 ms
[2022-03-09 12:09:29 main:574] : INFO : Epoch 1744 | loss: 0.0311617 | val_loss: 0.0311849 | Time: 2954.72 ms
[2022-03-09 12:09:32 main:574] : INFO : Epoch 1745 | loss: 0.0311613 | val_loss: 0.0311852 | Time: 3273.84 ms
[2022-03-09 12:09:35 main:574] : INFO : Epoch 1746 | loss: 0.0311608 | val_loss: 0.0311862 | Time: 2554.81 ms
[2022-03-09 12:09:38 main:574] : INFO : Epoch 1747 | loss: 0.0311617 | val_loss: 0.0311862 | Time: 2685.56 ms
[2022-03-09 12:09:40 main:574] : INFO : Epoch 1748 | loss: 0.0311602 | val_loss: 0.0311882 | Time: 2641.14 ms
[2022-03-09 12:09:43 main:574] : INFO : Epoch 1749 | loss: 0.031159 | val_loss: 0.0311853 | Time: 2730.23 ms
[2022-03-09 12:09:46 main:574] : INFO : Epoch 1750 | loss: 0.0311604 | val_loss: 0.0311849 | Time: 2816.19 ms
[2022-03-09 12:09:49 main:574] : INFO : Epoch 1751 | loss: 0.0311606 | val_loss: 0.0311864 | Time: 2988.12 ms
[2022-03-09 12:09:52 main:574] : INFO : Epoch 1752 | loss: 0.0311611 | val_loss: 0.0311867 | Time: 2860.58 ms
[2022-03-09 12:09:55 main:574] : INFO : Epoch 1753 | loss: 0.03116 | val_loss: 0.0311848 | Time: 2963.17 ms
[2022-03-09 12:09:58 main:574] : INFO : Epoch 1754 | loss: 0.0311594 | val_loss: 0.0311855 | Time: 2983.98 ms
[2022-03-09 12:10:01 main:574] : INFO : Epoch 1755 | loss: 0.0311594 | val_loss: 0.0311853 | Time: 3545.66 ms
[2022-03-09 12:10:04 main:574] : INFO : Epoch 1756 | loss: 0.0311587 | val_loss: 0.0311849 | Time: 2752.3 ms
[2022-03-09 12:10:08 main:574] : INFO : Epoch 1757 | loss: 0.0311635 | val_loss: 0.0311838 | Time: 3235.86 ms
[2022-03-09 12:10:11 main:574] : INFO : Epoch 1758 | loss: 0.0311623 | val_loss: 0.031183 | Time: 3055.81 ms
[2022-03-09 12:10:13 main:574] : INFO : Epoch 1759 | loss: 0.0311603 | val_loss: 0.0311852 | Time: 2670.98 ms
[2022-03-09 12:10:16 main:574] : INFO : Epoch 1760 | loss: 0.0311602 | val_loss: 0.0311901 | Time: 2584.76 ms
[2022-03-09 12:10:19 main:574] : INFO : Epoch 1761 | loss: 0.0311616 | val_loss: 0.0311882 | Time: 2983.84 ms
[2022-03-09 12:10:22 main:574] : INFO : Epoch 1762 | loss: 0.031159 | val_loss: 0.0311925 | Time: 2895.63 ms
[2022-03-09 12:10:25 main:574] : INFO : Epoch 1763 | loss: 0.03116 | val_loss: 0.0311881 | Time: 3121.41 ms
[2022-03-09 12:10:28 main:574] : INFO : Epoch 1764 | loss: 0.0311588 | val_loss: 0.0311878 | Time: 3202.29 ms
[2022-03-09 12:10:31 main:574] : INFO : Epoch 1765 | loss: 0.0311622 | val_loss: 0.0311846 | Time: 2766.84 ms
[2022-03-09 12:10:34 main:574] : INFO : Epoch 1766 | loss: 0.0311632 | val_loss: 0.0311881 | Time: 2491.81 ms
[2022-03-09 12:10:37 main:574] : INFO : Epoch 1767 | loss: 0.0311612 | val_loss: 0.0311869 | Time: 3564.63 ms
[2022-03-09 12:10:40 main:574] : INFO : Epoch 1768 | loss: 0.031161 | val_loss: 0.0311865 | Time: 2509.02 ms
[2022-03-09 12:10:42 main:574] : INFO : Epoch 1769 | loss: 0.0311595 | val_loss: 0.0311875 | Time: 2489.58 ms
[2022-03-09 12:10:45 main:574] : INFO : Epoch 1770 | loss: 0.0311596 | val_loss: 0.0311894 | Time: 2824.89 ms
[2022-03-09 12:10:48 main:574] : INFO : Epoch 1771 | loss: 0.0311604 | val_loss: 0.0311886 | Time: 3197.54 ms
[2022-03-09 12:10:52 main:574] : INFO : Epoch 1772 | loss: 0.0311589 | val_loss: 0.0311875 | Time: 3735.54 ms
[2022-03-09 12:10:56 main:574] : INFO : Epoch 1773 | loss: 0.0311575 | val_loss: 0.0311859 | Time: 3292 ms
[2022-03-09 12:10:59 main:574] : INFO : Epoch 1774 | loss: 0.0311567 | val_loss: 0.0311903 | Time: 2949.85 ms
[2022-03-09 12:11:01 main:574] : INFO : Epoch 1775 | loss: 0.0311569 | val_loss: 0.031187 | Time: 2677.28 ms
[2022-03-09 12:11:05 main:574] : INFO : Epoch 1776 | loss: 0.0311571 | val_loss: 0.0311871 | Time: 3662.46 ms
[2022-03-09 12:11:08 main:574] : INFO : Epoch 1777 | loss: 0.0311571 | val_loss: 0.0311896 | Time: 3076.8 ms
[2022-03-09 12:11:12 main:574] : INFO : Epoch 1778 | loss: 0.0311583 | val_loss: 0.0311868 | Time: 3376.4 ms
[2022-03-09 12:11:14 main:574] : INFO : Epoch 1779 | loss: 0.0311612 | val_loss: 0.0311866 | Time: 2763.14 ms
[2022-03-09 12:11:18 main:574] : INFO : Epoch 1780 | loss: 0.0311619 | val_loss: 0.0311866 | Time: 3183.28 ms
[2022-03-09 12:11:21 main:574] : INFO : Epoch 1781 | loss: 0.0311609 | val_loss: 0.031187 | Time: 3287.1 ms
[2022-03-09 12:11:24 main:574] : INFO : Epoch 1782 | loss: 0.0311599 | val_loss: 0.0311903 | Time: 3523.48 ms
[2022-03-09 12:11:28 main:574] : INFO : Epoch 1783 | loss: 0.0311593 | val_loss: 0.0311835 | Time: 3135.24 ms
[2022-03-09 12:11:31 main:574] : INFO : Epoch 1784 | loss: 0.0311604 | val_loss: 0.031188 | Time: 3200.13 ms
[2022-03-09 12:11:34 main:574] : INFO : Epoch 1785 | loss: 0.0311628 | val_loss: 0.0311945 | Time: 3241.72 ms
[2022-03-09 12:11:37 main:574] : INFO : Epoch 1786 | loss: 0.0311594 | val_loss: 0.0311849 | Time: 3040.96 ms
[2022-03-09 12:11:40 main:574] : INFO : Epoch 1787 | loss: 0.0311578 | val_loss: 0.0311882 | Time: 3057.1 ms
[2022-03-09 12:11:44 main:574] : INFO : Epoch 1788 | loss: 0.0311594 | val_loss: 0.0311878 | Time: 3433.56 ms
[2022-03-09 12:11:47 main:574] : INFO : Epoch 1789 | loss: 0.0311568 | val_loss: 0.0311895 | Time: 3367.74 ms
[2022-03-09 12:11:50 main:574] : INFO : Epoch 1790 | loss: 0.0311561 | val_loss: 0.0311874 | Time: 3092.59 ms
[2022-03-09 12:11:54 main:574] : INFO : Epoch 1791 | loss: 0.0311575 | val_loss: 0.0311897 | Time: 3146.5 ms
[2022-03-09 12:11:57 main:574] : INFO : Epoch 1792 | loss: 0.0311583 | val_loss: 0.031196 | Time: 2949.64 ms
[2022-03-09 12:12:00 main:574] : INFO : Epoch 1793 | loss: 0.0311595 | val_loss: 0.0311914 | Time: 3134.1 ms
[2022-03-09 12:12:02 main:574] : INFO : Epoch 1794 | loss: 0.0311607 | val_loss: 0.0311864 | Time: 2608.51 ms
[2022-03-09 12:12:05 main:574] : INFO : Epoch 1795 | loss: 0.0311583 | val_loss: 0.0311852 | Time: 2801.65 ms
[2022-03-09 12:12:08 main:574] : INFO : Epoch 1796 | loss: 0.0311584 | val_loss: 0.0311858 | Time: 3085.78 ms
[2022-03-09 12:12:11 main:574] : INFO : Epoch 1797 | loss: 0.0311565 | val_loss: 0.0311845 | Time: 2856.93 ms
[2022-03-09 12:12:14 main:574] : INFO : Epoch 1798 | loss: 0.031159 | val_loss: 0.0311932 | Time: 2694.06 ms
[2022-03-09 12:12:17 main:574] : INFO : Epoch 1799 | loss: 0.0311609 | val_loss: 0.0311897 | Time: 2667.1 ms
[2022-03-09 12:12:20 main:574] : INFO : Epoch 1800 | loss: 0.0311579 | val_loss: 0.0311881 | Time: 3106.45 ms
[2022-03-09 12:12:23 main:574] : INFO : Epoch 1801 | loss: 0.0311651 | val_loss: 0.0311825 | Time: 3129.74 ms
[2022-03-09 12:12:26 main:574] : INFO : Epoch 1802 | loss: 0.0311658 | val_loss: 0.0311828 | Time: 3278.89 ms
[2022-03-09 12:12:30 main:574] : INFO : Epoch 1803 | loss: 0.0311647 | val_loss: 0.031184 | Time: 3306.16 ms
[2022-03-09 12:12:32 main:574] : INFO : Epoch 1804 | loss: 0.0311636 | val_loss: 0.0311819 | Time: 2572.54 ms
[2022-03-09 12:12:35 main:574] : INFO : Epoch 1805 | loss: 0.0311628 | val_loss: 0.0311825 | Time: 2653.1 ms
[2022-03-09 12:12:38 main:574] : INFO : Epoch 1806 | loss: 0.0311617 | val_loss: 0.0311822 | Time: 2918.35 ms
[2022-03-09 12:12:41 main:574] : INFO : Epoch 1807 | loss: 0.0311622 | val_loss: 0.0311829 | Time: 3347.63 ms
[2022-03-09 12:12:44 main:574] : INFO : Epoch 1808 | loss: 0.0311679 | val_loss: 0.031187 | Time: 2649.88 ms
[2022-03-09 12:12:47 main:574] : INFO : Epoch 1809 | loss: 0.0311695 | val_loss: 0.0311873 | Time: 2665.02 ms
[2022-03-09 12:12:50 main:574] : INFO : Epoch 1810 | loss: 0.0311668 | val_loss: 0.0311869 | Time: 2951.52 ms
[2022-03-09 12:12:53 main:574] : INFO : Epoch 1811 | loss: 0.0311643 | val_loss: 0.0311866 | Time: 2788.99 ms
[2022-03-09 12:12:55 main:574] : INFO : Epoch 1812 | loss: 0.0311667 | val_loss: 0.0311883 | Time: 2729.91 ms
[2022-03-09 12:12:58 main:574] : INFO : Epoch 1813 | loss: 0.0311657 | val_loss: 0.0311858 | Time: 2598.61 ms
[2022-03-09 12:13:01 main:574] : INFO : Epoch 1814 | loss: 0.0311643 | val_loss: 0.0311876 | Time: 3162.31 ms
[2022-03-09 12:13:04 main:574] : INFO : Epoch 1815 | loss: 0.031163 | val_loss: 0.0311856 | Time: 2659.03 ms
[2022-03-09 12:13:07 main:574] : INFO : Epoch 1816 | loss: 0.0311621 | val_loss: 0.0311831 | Time: 2497.72 ms
[2022-03-09 12:13:09 main:574] : INFO : Epoch 1817 | loss: 0.0311616 | val_loss: 0.0311888 | Time: 2788.46 ms
[2022-03-09 12:13:13 main:574] : INFO : Epoch 1818 | loss: 0.0311619 | val_loss: 0.0311876 | Time: 3123.71 ms
[2022-03-09 12:13:16 main:574] : INFO : Epoch 1819 | loss: 0.0311609 | val_loss: 0.0311865 | Time: 2937.36 ms
[2022-03-09 12:13:18 main:574] : INFO : Epoch 1820 | loss: 0.0311618 | val_loss: 0.031186 | Time: 2623.99 ms
[2022-03-09 12:13:21 main:574] : INFO : Epoch 1821 | loss: 0.031162 | val_loss: 0.0311877 | Time: 2906.53 ms
[2022-03-09 12:13:24 main:574] : INFO : Epoch 1822 | loss: 0.0311666 | val_loss: 0.031187 | Time: 2571.99 ms
[2022-03-09 12:13:27 main:574] : INFO : Epoch 1823 | loss: 0.0311649 | val_loss: 0.0311922 | Time: 2755.8 ms
[2022-03-09 12:13:29 main:574] : INFO : Epoch 1824 | loss: 0.0311669 | val_loss: 0.0311903 | Time: 2835.66 ms
[2022-03-09 12:13:32 main:574] : INFO : Epoch 1825 | loss: 0.0311644 | val_loss: 0.0311875 | Time: 3075.17 ms
[2022-03-09 12:13:36 main:574] : INFO : Epoch 1826 | loss: 0.0311635 | val_loss: 0.0311902 | Time: 3139.51 ms
[2022-03-09 12:13:39 main:574] : INFO : Epoch 1827 | loss: 0.0311668 | val_loss: 0.0311843 | Time: 2783.36 ms
[2022-03-09 12:13:41 main:574] : INFO : Epoch 1828 | loss: 0.0311624 | val_loss: 0.031193 | Time: 2754.62 ms
[2022-03-09 12:13:44 main:574] : INFO : Epoch 1829 | loss: 0.0311631 | val_loss: 0.0311897 | Time: 2986.38 ms
[2022-03-09 12:13:48 main:574] : INFO : Epoch 1830 | loss: 0.0311638 | val_loss: 0.031189 | Time: 3472.86 ms
[2022-03-09 12:13:51 main:574] : INFO : Epoch 1831 | loss: 0.0311618 | val_loss: 0.0311882 | Time: 3174.89 ms
[2022-03-09 12:13:54 main:574] : INFO : Epoch 1832 | loss: 0.0311642 | val_loss: 0.0311997 | Time: 3109.71 ms
[2022-03-09 12:13:57 main:574] : INFO : Epoch 1833 | loss: 0.031172 | val_loss: 0.0311927 | Time: 3157.18 ms
[2022-03-09 12:14:00 main:574] : INFO : Epoch 1834 | loss: 0.0311718 | val_loss: 0.031188 | Time: 2973.32 ms
[2022-03-09 12:14:03 main:574] : INFO : Epoch 1835 | loss: 0.0311697 | val_loss: 0.0311898 | Time: 2955.11 ms
[2022-03-09 12:14:07 main:574] : INFO : Epoch 1836 | loss: 0.0311696 | val_loss: 0.0311862 | Time: 3095.37 ms
[2022-03-09 12:14:09 main:574] : INFO : Epoch 1837 | loss: 0.0311675 | val_loss: 0.0311871 | Time: 2813.11 ms
[2022-03-09 12:14:12 main:574] : INFO : Epoch 1838 | loss: 0.0311657 | val_loss: 0.031187 | Time: 2917.07 ms
[2022-03-09 12:14:16 main:574] : INFO : Epoch 1839 | loss: 0.0311671 | val_loss: 0.0311872 | Time: 3085.2 ms
[2022-03-09 12:14:19 main:574] : INFO : Epoch 1840 | loss: 0.0311659 | val_loss: 0.0311856 | Time: 3087.42 ms
[2022-03-09 12:14:22 main:574] : INFO : Epoch 1841 | loss: 0.0311653 | val_loss: 0.0311866 | Time: 2908.93 ms
[2022-03-09 12:14:25 main:574] : INFO : Epoch 1842 | loss: 0.0311671 | val_loss: 0.0311875 | Time: 3005.63 ms
[2022-03-09 12:14:28 main:574] : INFO : Epoch 1843 | loss: 0.0311669 | val_loss: 0.0311903 | Time: 2990.14 ms
[2022-03-09 12:14:31 main:574] : INFO : Epoch 1844 | loss: 0.0311654 | val_loss: 0.0311876 | Time: 3142.2 ms
[2022-03-09 12:14:35 main:574] : INFO : Epoch 1845 | loss: 0.0311652 | val_loss: 0.0311878 | Time: 3729.94 ms
[2022-03-09 12:14:38 main:574] : INFO : Epoch 1846 | loss: 0.0311657 | val_loss: 0.0311885 | Time: 3002.7 ms
[2022-03-09 12:14:41 main:574] : INFO : Epoch 1847 | loss: 0.0311643 | val_loss: 0.0311888 | Time: 3260.3 ms
[2022-03-09 12:14:44 main:574] : INFO : Epoch 1848 | loss: 0.0311624 | val_loss: 0.0311886 | Time: 3187.45 ms
[2022-03-09 12:14:48 main:574] : INFO : Epoch 1849 | loss: 0.0311636 | val_loss: 0.0311932 | Time: 3158.07 ms
[2022-03-09 12:14:51 main:574] : INFO : Epoch 1850 | loss: 0.0311628 | val_loss: 0.031185 | Time: 3178.5 ms
[2022-03-09 12:14:54 main:574] : INFO : Epoch 1851 | loss: 0.0311699 | val_loss: 0.0311908 | Time: 3365.69 ms
[2022-03-09 12:14:57 main:574] : INFO : Epoch 1852 | loss: 0.0311695 | val_loss: 0.0311858 | Time: 2894.67 ms
[2022-03-09 12:15:00 main:574] : INFO : Epoch 1853 | loss: 0.031165 | val_loss: 0.0311896 | Time: 3193.95 ms
[2022-03-09 12:15:03 main:574] : INFO : Epoch 1854 | loss: 0.0311643 | val_loss: 0.0311909 | Time: 2840.83 ms
[2022-03-09 12:15:06 main:574] : INFO : Epoch 1855 | loss: 0.0311641 | val_loss: 0.0311929 | Time: 2667.34 ms
[2022-03-09 12:15:09 main:574] : INFO : Epoch 1856 | loss: 0.0311623 | val_loss: 0.0311875 | Time: 2671.46 ms
[2022-03-09 12:15:12 main:574] : INFO : Epoch 1857 | loss: 0.0311631 | val_loss: 0.0311897 | Time: 3062.16 ms
[2022-03-09 12:15:15 main:574] : INFO : Epoch 1858 | loss: 0.0311623 | val_loss: 0.0311874 | Time: 2992.18 ms
[2022-03-09 12:15:18 main:574] : INFO : Epoch 1859 | loss: 0.0311621 | val_loss: 0.0311925 | Time: 2978.06 ms
[2022-03-09 12:15:21 main:574] : INFO : Epoch 1860 | loss: 0.0311635 | val_loss: 0.0311908 | Time: 2771.07 ms
[2022-03-09 12:15:23 main:574] : INFO : Epoch 1861 | loss: 0.0311655 | val_loss: 0.031191 | Time: 2504.89 ms
[2022-03-09 12:15:26 main:574] : INFO : Epoch 1862 | loss: 0.031167 | val_loss: 0.0311862 | Time: 2520.26 ms
[2022-03-09 12:15:28 main:574] : INFO : Epoch 1863 | loss: 0.0311685 | val_loss: 0.0311851 | Time: 2508.67 ms
[2022-03-09 12:15:31 main:574] : INFO : Epoch 1864 | loss: 0.0311695 | val_loss: 0.031197 | Time: 3032.59 ms
[2022-03-09 12:15:35 main:574] : INFO : Epoch 1865 | loss: 0.0311693 | val_loss: 0.0311848 | Time: 3282.35 ms
[2022-03-09 12:15:39 main:574] : INFO : Epoch 1866 | loss: 0.0311649 | val_loss: 0.0311881 | Time: 4112.94 ms
[2022-03-09 12:15:42 main:574] : INFO : Epoch 1867 | loss: 0.031165 | val_loss: 0.0311894 | Time: 2813.06 ms
[2022-03-09 12:15:44 main:574] : INFO : Epoch 1868 | loss: 0.0311649 | val_loss: 0.0311873 | Time: 2682.16 ms
[2022-03-09 12:15:47 main:574] : INFO : Epoch 1869 | loss: 0.0311693 | val_loss: 0.0311908 | Time: 2693.5 ms
[2022-03-09 12:15:50 main:574] : INFO : Epoch 1870 | loss: 0.0311682 | val_loss: 0.0311886 | Time: 2848.38 ms
[2022-03-09 12:15:53 main:574] : INFO : Epoch 1871 | loss: 0.031167 | val_loss: 0.0311844 | Time: 3241.76 ms
[2022-03-09 12:15:56 main:574] : INFO : Epoch 1872 | loss: 0.0311653 | val_loss: 0.031187 | Time: 3090.01 ms
[2022-03-09 12:15:59 main:574] : INFO : Epoch 1873 | loss: 0.0311638 | val_loss: 0.0311862 | Time: 2843.92 ms
[2022-03-09 12:16:02 main:574] : INFO : Epoch 1874 | loss: 0.0311628 | val_loss: 0.0311844 | Time: 2899.39 ms
[2022-03-09 12:16:05 main:574] : INFO : Epoch 1875 | loss: 0.0311643 | val_loss: 0.0311841 | Time: 2870.01 ms
[2022-03-09 12:16:08 main:574] : INFO : Epoch 1876 | loss: 0.0311654 | val_loss: 0.0311833 | Time: 2905.28 ms
[2022-03-09 12:16:12 main:574] : INFO : Epoch 1877 | loss: 0.0311632 | val_loss: 0.0311848 | Time: 3419.26 ms
[2022-03-09 12:16:15 main:574] : INFO : Epoch 1878 | loss: 0.0311621 | val_loss: 0.0311858 | Time: 3082.11 ms
[2022-03-09 12:16:18 main:574] : INFO : Epoch 1879 | loss: 0.0311618 | val_loss: 0.0311863 | Time: 3447.6 ms
[2022-03-09 12:16:21 main:574] : INFO : Epoch 1880 | loss: 0.0311625 | val_loss: 0.0311864 | Time: 3066.92 ms
[2022-03-09 12:16:24 main:574] : INFO : Epoch 1881 | loss: 0.031162 | val_loss: 0.0311856 | Time: 2622.47 ms
[2022-03-09 12:16:27 main:574] : INFO : Epoch 1882 | loss: 0.0311613 | val_loss: 0.0311899 | Time: 2626.72 ms
[2022-03-09 12:16:29 main:574] : INFO : Epoch 1883 | loss: 0.0311648 | val_loss: 0.0311948 | Time: 2793.09 ms
[2022-03-09 12:16:32 main:574] : INFO : Epoch 1884 | loss: 0.031166 | val_loss: 0.0311878 | Time: 2699.14 ms
[2022-03-09 12:16:35 main:574] : INFO : Epoch 1885 | loss: 0.0311629 | val_loss: 0.031192 | Time: 3105.08 ms
[2022-03-09 12:16:38 main:574] : INFO : Epoch 1886 | loss: 0.0311618 | val_loss: 0.0311854 | Time: 2820.91 ms
[2022-03-09 12:16:41 main:574] : INFO : Epoch 1887 | loss: 0.031163 | val_loss: 0.0311889 | Time: 3071.7 ms
[2022-03-09 12:16:45 main:574] : INFO : Epoch 1888 | loss: 0.031164 | val_loss: 0.0311896 | Time: 3888.71 ms
[2022-03-09 12:16:48 main:574] : INFO : Epoch 1889 | loss: 0.0311642 | val_loss: 0.0311858 | Time: 3096.11 ms
[2022-03-09 12:16:52 main:574] : INFO : Epoch 1890 | loss: 0.0311637 | val_loss: 0.0311883 | Time: 3518.82 ms
[2022-03-09 12:16:55 main:574] : INFO : Epoch 1891 | loss: 0.0311617 | val_loss: 0.0311849 | Time: 3121.07 ms
[2022-03-09 12:16:58 main:574] : INFO : Epoch 1892 | loss: 0.0311617 | val_loss: 0.0311824 | Time: 3187.41 ms
[2022-03-09 12:17:02 main:574] : INFO : Epoch 1893 | loss: 0.0311608 | val_loss: 0.0311855 | Time: 3371.75 ms
[2022-03-09 12:17:05 main:574] : INFO : Epoch 1894 | loss: 0.0311657 | val_loss: 0.0311878 | Time: 3263.74 ms
[2022-03-09 12:17:08 main:574] : INFO : Epoch 1895 | loss: 0.0311651 | val_loss: 0.0311873 | Time: 2451.16 ms
[2022-03-09 12:17:11 main:574] : INFO : Epoch 1896 | loss: 0.0311641 | val_loss: 0.031187 | Time: 3258.71 ms
[2022-03-09 12:17:14 main:574] : INFO : Epoch 1897 | loss: 0.031163 | val_loss: 0.0311919 | Time: 3534.72 ms
[2022-03-09 12:17:18 main:574] : INFO : Epoch 1898 | loss: 0.031163 | val_loss: 0.0311872 | Time: 3223.68 ms
[2022-03-09 12:17:21 main:574] : INFO : Epoch 1899 | loss: 0.0311632 | val_loss: 0.0311842 | Time: 2840.24 ms
[2022-03-09 12:17:23 main:574] : INFO : Epoch 1900 | loss: 0.0311624 | val_loss: 0.0311887 | Time: 2564.76 ms
[2022-03-09 12:17:26 main:574] : INFO : Epoch 1901 | loss: 0.031161 | val_loss: 0.0311866 | Time: 2830.78 ms
[2022-03-09 12:17:29 main:574] : INFO : Epoch 1902 | loss: 0.0311614 | val_loss: 0.0311905 | Time: 2949.62 ms
[2022-03-09 12:17:32 main:574] : INFO : Epoch 1903 | loss: 0.0311606 | val_loss: 0.0311824 | Time: 2831.27 ms
[2022-03-09 12:17:35 main:574] : INFO : Epoch 1904 | loss: 0.0311599 | val_loss: 0.0311847 | Time: 2741.89 ms
[2022-03-09 12:17:38 main:574] : INFO : Epoch 1905 | loss: 0.0311591 | val_loss: 0.0311844 | Time: 3028.07 ms
[2022-03-09 12:17:41 main:574] : INFO : Epoch 1906 | loss: 0.0311586 | val_loss: 0.0311881 | Time: 3553.29 ms
[2022-03-09 12:17:45 main:574] : INFO : Epoch 1907 | loss: 0.0311593 | val_loss: 0.0311844 | Time: 3693.73 ms
[2022-03-09 12:17:49 main:574] : INFO : Epoch 1908 | loss: 0.0311604 | val_loss: 0.0311884 | Time: 3320.36 ms
[2022-03-09 12:17:52 main:574] : INFO : Epoch 1909 | loss: 0.0311607 | val_loss: 0.0311851 | Time: 2917.98 ms
[2022-03-09 12:17:55 main:574] : INFO : Epoch 1910 | loss: 0.0311609 | val_loss: 0.0311858 | Time: 2716.83 ms
[2022-03-09 12:17:58 main:574] : INFO : Epoch 1911 | loss: 0.0311593 | val_loss: 0.0311846 | Time: 2944.84 ms
[2022-03-09 12:18:00 main:574] : INFO : Epoch 1912 | loss: 0.0311584 | val_loss: 0.0311856 | Time: 2800.15 ms
[2022-03-09 12:18:04 main:574] : INFO : Epoch 1913 | loss: 0.0311581 | val_loss: 0.0311865 | Time: 3281.97 ms
[2022-03-09 12:18:07 main:574] : INFO : Epoch 1914 | loss: 0.0311592 | val_loss: 0.0311904 | Time: 3331.71 ms
[2022-03-09 12:18:10 main:574] : INFO : Epoch 1915 | loss: 0.031158 | val_loss: 0.0311862 | Time: 3366.75 ms
[2022-03-09 12:18:14 main:574] : INFO : Epoch 1916 | loss: 0.0311567 | val_loss: 0.0311869 | Time: 3414.87 ms
[2022-03-09 12:18:17 main:574] : INFO : Epoch 1917 | loss: 0.0311578 | val_loss: 0.0311866 | Time: 2780.41 ms
[2022-03-09 12:18:20 main:574] : INFO : Epoch 1918 | loss: 0.031157 | val_loss: 0.0311879 | Time: 3017.06 ms
[2022-03-09 12:18:23 main:574] : INFO : Epoch 1919 | loss: 0.0311575 | val_loss: 0.031186 | Time: 3189.78 ms
[2022-03-09 12:18:26 main:574] : INFO : Epoch 1920 | loss: 0.0311568 | val_loss: 0.0311879 | Time: 3369.18 ms
[2022-03-09 12:18:30 main:574] : INFO : Epoch 1921 | loss: 0.0311617 | val_loss: 0.0311905 | Time: 3060.39 ms
[2022-03-09 12:18:33 main:574] : INFO : Epoch 1922 | loss: 0.0311594 | val_loss: 0.0311847 | Time: 3574.77 ms
[2022-03-09 12:18:36 main:574] : INFO : Epoch 1923 | loss: 0.0311579 | val_loss: 0.0311922 | Time: 2861.44 ms
[2022-03-09 12:18:39 main:574] : INFO : Epoch 1924 | loss: 0.0311578 | val_loss: 0.0311877 | Time: 2701.09 ms
[2022-03-09 12:18:42 main:574] : INFO : Epoch 1925 | loss: 0.031155 | val_loss: 0.0311864 | Time: 2881.68 ms
[2022-03-09 12:18:45 main:574] : INFO : Epoch 1926 | loss: 0.031155 | val_loss: 0.0311859 | Time: 3432.6 ms
[2022-03-09 12:18:48 main:574] : INFO : Epoch 1927 | loss: 0.0311562 | val_loss: 0.0311881 | Time: 3033.19 ms
[2022-03-09 12:18:52 main:574] : INFO : Epoch 1928 | loss: 0.0311562 | val_loss: 0.0311893 | Time: 3419.61 ms
[2022-03-09 12:18:55 main:574] : INFO : Epoch 1929 | loss: 0.0311578 | val_loss: 0.031194 | Time: 3302.48 ms
[2022-03-09 12:18:58 main:574] : INFO : Epoch 1930 | loss: 0.0311596 | val_loss: 0.0311907 | Time: 3330.48 ms
[2022-03-09 12:19:02 main:574] : INFO : Epoch 1931 | loss: 0.0311583 | val_loss: 0.0311844 | Time: 3505.86 ms
[2022-03-09 12:19:05 main:574] : INFO : Epoch 1932 | loss: 0.0311589 | val_loss: 0.0311907 | Time: 3112.5 ms
[2022-03-09 12:19:09 main:574] : INFO : Epoch 1933 | loss: 0.0311573 | val_loss: 0.0311842 | Time: 3309.05 ms
[2022-03-09 12:19:12 main:574] : INFO : Epoch 1934 | loss: 0.0311554 | val_loss: 0.0311903 | Time: 3313.19 ms
[2022-03-09 12:19:15 main:574] : INFO : Epoch 1935 | loss: 0.0311558 | val_loss: 0.0311851 | Time: 3366.06 ms
[2022-03-09 12:19:18 main:574] : INFO : Epoch 1936 | loss: 0.0311551 | val_loss: 0.0311885 | Time: 3076.27 ms
[2022-03-09 12:19:21 main:574] : INFO : Epoch 1937 | loss: 0.031158 | val_loss: 0.0311869 | Time: 3002.72 ms
[2022-03-09 12:19:24 main:574] : INFO : Epoch 1938 | loss: 0.0311577 | val_loss: 0.031194 | Time: 2999.88 ms
[2022-03-09 12:19:28 main:574] : INFO : Epoch 1939 | loss: 0.0311623 | val_loss: 0.0311851 | Time: 3227.1 ms
[2022-03-09 12:19:31 main:574] : INFO : Epoch 1940 | loss: 0.0311716 | val_loss: 0.0311839 | Time: 2831.73 ms
[2022-03-09 12:19:34 main:574] : INFO : Epoch 1941 | loss: 0.0311671 | val_loss: 0.0311869 | Time: 3054.36 ms
[2022-03-09 12:19:37 main:574] : INFO : Epoch 1942 | loss: 0.0311682 | val_loss: 0.0311852 | Time: 3122.47 ms
[2022-03-09 12:19:40 main:574] : INFO : Epoch 1943 | loss: 0.031166 | val_loss: 0.0311879 | Time: 3107.82 ms
[2022-03-09 12:19:44 main:574] : INFO : Epoch 1944 | loss: 0.0311641 | val_loss: 0.0311845 | Time: 3533.48 ms
[2022-03-09 12:19:47 main:574] : INFO : Epoch 1945 | loss: 0.031165 | val_loss: 0.0311914 | Time: 3009.67 ms
[2022-03-09 12:19:49 main:574] : INFO : Epoch 1946 | loss: 0.0311633 | val_loss: 0.0311836 | Time: 2637.41 ms
[2022-03-09 12:19:52 main:574] : INFO : Epoch 1947 | loss: 0.0311622 | val_loss: 0.0311839 | Time: 2837.13 ms
[2022-03-09 12:19:56 main:574] : INFO : Epoch 1948 | loss: 0.0311663 | val_loss: 0.0311841 | Time: 3296.66 ms
[2022-03-09 12:19:59 main:574] : INFO : Epoch 1949 | loss: 0.0311654 | val_loss: 0.0311833 | Time: 3050.63 ms
[2022-03-09 12:20:02 main:574] : INFO : Epoch 1950 | loss: 0.0311636 | val_loss: 0.031182 | Time: 3092.05 ms
[2022-03-09 12:20:05 main:574] : INFO : Epoch 1951 | loss: 0.0311627 | val_loss: 0.0311848 | Time: 2645.21 ms
[2022-03-09 12:20:07 main:574] : INFO : Epoch 1952 | loss: 0.0311627 | val_loss: 0.0311847 | Time: 2495.43 ms
[2022-03-09 12:20:10 main:574] : INFO : Epoch 1953 | loss: 0.0311624 | val_loss: 0.0311807 | Time: 2677.08 ms
[2022-03-09 12:20:13 main:574] : INFO : Epoch 1954 | loss: 0.0311646 | val_loss: 0.0311835 | Time: 3137.16 ms
[2022-03-09 12:20:16 main:574] : INFO : Epoch 1955 | loss: 0.0311651 | val_loss: 0.0311907 | Time: 3149.12 ms
[2022-03-09 12:20:19 main:574] : INFO : Epoch 1956 | loss: 0.0311627 | val_loss: 0.0311884 | Time: 2926.66 ms
[2022-03-09 12:20:22 main:574] : INFO : Epoch 1957 | loss: 0.0311626 | val_loss: 0.0311832 | Time: 2836.96 ms
[2022-03-09 12:20:26 main:574] : INFO : Epoch 1958 | loss: 0.0311608 | val_loss: 0.0311843 | Time: 3599.99 ms
[2022-03-09 12:20:29 main:574] : INFO : Epoch 1959 | loss: 0.0311592 | val_loss: 0.0311852 | Time: 3319.35 ms
[2022-03-09 12:20:32 main:574] : INFO : Epoch 1960 | loss: 0.0311655 | val_loss: 0.0311848 | Time: 3287.43 ms
[2022-03-09 12:20:36 main:574] : INFO : Epoch 1961 | loss: 0.0311656 | val_loss: 0.0311862 | Time: 3362.31 ms
[2022-03-09 12:20:39 main:574] : INFO : Epoch 1962 | loss: 0.0311628 | val_loss: 0.0311856 | Time: 3081.64 ms
[2022-03-09 12:20:42 main:574] : INFO : Epoch 1963 | loss: 0.0311615 | val_loss: 0.031183 | Time: 3361.71 ms
[2022-03-09 12:20:45 main:574] : INFO : Epoch 1964 | loss: 0.0311616 | val_loss: 0.0311847 | Time: 2945.6 ms
[2022-03-09 12:20:49 main:574] : INFO : Epoch 1965 | loss: 0.0311603 | val_loss: 0.0311836 | Time: 3167.56 ms
[2022-03-09 12:20:51 main:574] : INFO : Epoch 1966 | loss: 0.0311603 | val_loss: 0.0311856 | Time: 2755.77 ms
[2022-03-09 12:20:54 main:574] : INFO : Epoch 1967 | loss: 0.0311602 | val_loss: 0.0311839 | Time: 2484.85 ms
[2022-03-09 12:20:57 main:574] : INFO : Epoch 1968 | loss: 0.0311601 | val_loss: 0.0311887 | Time: 3182.14 ms
[2022-03-09 12:21:00 main:574] : INFO : Epoch 1969 | loss: 0.0311581 | val_loss: 0.0311826 | Time: 3093.55 ms
[2022-03-09 12:21:03 main:574] : INFO : Epoch 1970 | loss: 0.03116 | val_loss: 0.0311899 | Time: 3081.92 ms
[2022-03-09 12:21:06 main:574] : INFO : Epoch 1971 | loss: 0.0311598 | val_loss: 0.0311845 | Time: 2566.54 ms
[2022-03-09 12:21:09 main:574] : INFO : Epoch 1972 | loss: 0.031158 | val_loss: 0.0311845 | Time: 2815.69 ms
[2022-03-09 12:21:12 main:574] : INFO : Epoch 1973 | loss: 0.031158 | val_loss: 0.0311832 | Time: 3273.67 ms
[2022-03-09 12:21:15 main:574] : INFO : Epoch 1974 | loss: 0.0311578 | val_loss: 0.031184 | Time: 3062.89 ms
[2022-03-09 12:21:19 main:574] : INFO : Epoch 1975 | loss: 0.0311601 | val_loss: 0.03119 | Time: 3330.72 ms
[2022-03-09 12:21:22 main:574] : INFO : Epoch 1976 | loss: 0.0311599 | val_loss: 0.0311834 | Time: 3000.2 ms
[2022-03-09 12:21:25 main:574] : INFO : Epoch 1977 | loss: 0.0311575 | val_loss: 0.0311846 | Time: 3216.87 ms
[2022-03-09 12:21:28 main:574] : INFO : Epoch 1978 | loss: 0.0311569 | val_loss: 0.0311867 | Time: 3231.27 ms
[2022-03-09 12:21:32 main:574] : INFO : Epoch 1979 | loss: 0.0311572 | val_loss: 0.0311844 | Time: 3445.24 ms
[2022-03-09 12:21:35 main:574] : INFO : Epoch 1980 | loss: 0.0311571 | val_loss: 0.0311845 | Time: 3383.81 ms
[2022-03-09 12:21:38 main:574] : INFO : Epoch 1981 | loss: 0.0311595 | val_loss: 0.031185 | Time: 2763.5 ms
[2022-03-09 12:21:41 main:574] : INFO : Epoch 1982 | loss: 0.0311583 | val_loss: 0.0311858 | Time: 3066.57 ms
[2022-03-09 12:21:44 main:574] : INFO : Epoch 1983 | loss: 0.0311572 | val_loss: 0.0311872 | Time: 3168.19 ms
[2022-03-09 12:21:47 main:574] : INFO : Epoch 1984 | loss: 0.0311559 | val_loss: 0.0311896 | Time: 2852.15 ms
[2022-03-09 12:21:50 main:574] : INFO : Epoch 1985 | loss: 0.031161 | val_loss: 0.0311903 | Time: 2865.45 ms
[2022-03-09 12:21:53 main:574] : INFO : Epoch 1986 | loss: 0.0311624 | val_loss: 0.0311883 | Time: 2977.05 ms
[2022-03-09 12:21:56 main:574] : INFO : Epoch 1987 | loss: 0.031171 | val_loss: 0.0311837 | Time: 2968.64 ms
[2022-03-09 12:21:59 main:574] : INFO : Epoch 1988 | loss: 0.0311763 | val_loss: 0.031181 | Time: 3011.33 ms
[2022-03-09 12:22:02 main:574] : INFO : Epoch 1989 | loss: 0.0311736 | val_loss: 0.031179 | Time: 2626.39 ms
[2022-03-09 12:22:05 main:574] : INFO : Epoch 1990 | loss: 0.0311731 | val_loss: 0.0311793 | Time: 2588.32 ms
[2022-03-09 12:22:07 main:574] : INFO : Epoch 1991 | loss: 0.0311715 | val_loss: 0.0311839 | Time: 2651.83 ms
[2022-03-09 12:22:10 main:574] : INFO : Epoch 1992 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 2942.73 ms
[2022-03-09 12:22:13 main:574] : INFO : Epoch 1993 | loss: 0.0311705 | val_loss: 0.0311811 | Time: 3006.85 ms
[2022-03-09 12:22:17 main:574] : INFO : Epoch 1994 | loss: 0.0311686 | val_loss: 0.0311808 | Time: 3426.96 ms
[2022-03-09 12:22:20 main:574] : INFO : Epoch 1995 | loss: 0.0311684 | val_loss: 0.0311791 | Time: 3366.66 ms
[2022-03-09 12:22:23 main:574] : INFO : Epoch 1996 | loss: 0.0311715 | val_loss: 0.0311832 | Time: 2925.39 ms
[2022-03-09 12:22:26 main:574] : INFO : Epoch 1997 | loss: 0.0311687 | val_loss: 0.0311829 | Time: 3121.92 ms
[2022-03-09 12:22:29 main:574] : INFO : Epoch 1998 | loss: 0.0311709 | val_loss: 0.031182 | Time: 2871.95 ms
[2022-03-09 12:22:32 main:574] : INFO : Epoch 1999 | loss: 0.0311677 | val_loss: 0.0311805 | Time: 3093.84 ms
[2022-03-09 12:22:35 main:574] : INFO : Epoch 2000 | loss: 0.0311652 | val_loss: 0.0311829 | Time: 2757.93 ms
[2022-03-09 12:22:39 main:574] : INFO : Epoch 2001 | loss: 0.0311647 | val_loss: 0.0311846 | Time: 3326.39 ms
[2022-03-09 12:22:41 main:574] : INFO : Epoch 2002 | loss: 0.0311644 | val_loss: 0.0311806 | Time: 2729.47 ms
[2022-03-09 12:22:45 main:574] : INFO : Epoch 2003 | loss: 0.0311661 | val_loss: 0.0311802 | Time: 3243.89 ms
[2022-03-09 12:22:48 main:574] : INFO : Epoch 2004 | loss: 0.0311639 | val_loss: 0.031183 | Time: 3391.46 ms
[2022-03-09 12:22:51 main:574] : INFO : Epoch 2005 | loss: 0.0311641 | val_loss: 0.0311829 | Time: 3181.86 ms
[2022-03-09 12:22:55 main:574] : INFO : Epoch 2006 | loss: 0.0311633 | val_loss: 0.0311804 | Time: 3202.43 ms
[2022-03-09 12:22:58 main:574] : INFO : Epoch 2007 | loss: 0.0311641 | val_loss: 0.0311885 | Time: 3079.86 ms
[2022-03-09 12:23:02 main:574] : INFO : Epoch 2008 | loss: 0.0311627 | val_loss: 0.0311796 | Time: 3275.35 ms
[2022-03-09 12:23:04 main:574] : INFO : Epoch 2009 | loss: 0.0311618 | val_loss: 0.0311817 | Time: 2758.58 ms
[2022-03-09 12:23:07 main:574] : INFO : Epoch 2010 | loss: 0.0311621 | val_loss: 0.0311828 | Time: 2858.38 ms
[2022-03-09 12:23:11 main:574] : INFO : Epoch 2011 | loss: 0.0311606 | val_loss: 0.0311869 | Time: 3425.93 ms
[2022-03-09 12:23:14 main:574] : INFO : Epoch 2012 | loss: 0.0311618 | val_loss: 0.0311808 | Time: 3132.13 ms
[2022-03-09 12:23:17 main:574] : INFO : Epoch 2013 | loss: 0.0311608 | val_loss: 0.0311816 | Time: 3205.38 ms
[2022-03-09 12:23:20 main:574] : INFO : Epoch 2014 | loss: 0.0311608 | val_loss: 0.0311847 | Time: 2744.45 ms
[2022-03-09 12:23:23 main:574] : INFO : Epoch 2015 | loss: 0.0311596 | val_loss: 0.0311839 | Time: 2733.63 ms
[2022-03-09 12:23:25 main:574] : INFO : Epoch 2016 | loss: 0.0311596 | val_loss: 0.0311831 | Time: 2713.62 ms
[2022-03-09 12:23:29 main:574] : INFO : Epoch 2017 | loss: 0.031159 | val_loss: 0.0311814 | Time: 3165.95 ms
[2022-03-09 12:23:32 main:574] : INFO : Epoch 2018 | loss: 0.0311587 | val_loss: 0.031184 | Time: 3156.59 ms
[2022-03-09 12:23:35 main:574] : INFO : Epoch 2019 | loss: 0.0311588 | val_loss: 0.0311829 | Time: 2887.28 ms
[2022-03-09 12:23:38 main:574] : INFO : Epoch 2020 | loss: 0.0311586 | val_loss: 0.0311848 | Time: 3040.77 ms
[2022-03-09 12:23:41 main:574] : INFO : Epoch 2021 | loss: 0.0311584 | val_loss: 0.0311828 | Time: 2951.72 ms
[2022-03-09 12:23:44 main:574] : INFO : Epoch 2022 | loss: 0.0311577 | val_loss: 0.0311854 | Time: 3245.29 ms
[2022-03-09 12:23:48 main:574] : INFO : Epoch 2023 | loss: 0.0311582 | val_loss: 0.031187 | Time: 3543.94 ms
[2022-03-09 12:23:51 main:574] : INFO : Epoch 2024 | loss: 0.0311578 | val_loss: 0.031183 | Time: 3547.72 ms
[2022-03-09 12:23:54 main:574] : INFO : Epoch 2025 | loss: 0.0311581 | val_loss: 0.0311846 | Time: 2952.23 ms
[2022-03-09 12:23:57 main:574] : INFO : Epoch 2026 | loss: 0.0311589 | val_loss: 0.031187 | Time: 2929.33 ms
[2022-03-09 12:24:00 main:574] : INFO : Epoch 2027 | loss: 0.0311595 | val_loss: 0.0311848 | Time: 2926.16 ms
[2022-03-09 12:24:03 main:574] : INFO : Epoch 2028 | loss: 0.0311595 | val_loss: 0.0311881 | Time: 2545.13 ms
[2022-03-09 12:24:06 main:574] : INFO : Epoch 2029 | loss: 0.0311591 | val_loss: 0.0311888 | Time: 3295.35 ms
[2022-03-09 12:24:09 main:574] : INFO : Epoch 2030 | loss: 0.0311582 | val_loss: 0.0311864 | Time: 2873.29 ms
[2022-03-09 12:24:12 main:574] : INFO : Epoch 2031 | loss: 0.0311578 | val_loss: 0.0311856 | Time: 2443.48 ms
[2022-03-09 12:24:14 main:574] : INFO : Epoch 2032 | loss: 0.0311569 | val_loss: 0.0311835 | Time: 2655.95 ms
[2022-03-09 12:24:17 main:574] : INFO : Epoch 2033 | loss: 0.031157 | val_loss: 0.031184 | Time: 3064.03 ms
[2022-03-09 12:24:20 main:574] : INFO : Epoch 2034 | loss: 0.0311593 | val_loss: 0.0311859 | Time: 2963.05 ms
[2022-03-09 12:24:24 main:574] : INFO : Epoch 2035 | loss: 0.0311612 | val_loss: 0.0311891 | Time: 3270.55 ms
[2022-03-09 12:24:27 main:574] : INFO : Epoch 2036 | loss: 0.0311611 | val_loss: 0.0311857 | Time: 2962.19 ms
[2022-03-09 12:24:30 main:574] : INFO : Epoch 2037 | loss: 0.0311573 | val_loss: 0.0311895 | Time: 2904.71 ms
[2022-03-09 12:24:32 main:574] : INFO : Epoch 2038 | loss: 0.0311571 | val_loss: 0.0311878 | Time: 2519.31 ms
[2022-03-09 12:24:35 main:574] : INFO : Epoch 2039 | loss: 0.0311566 | val_loss: 0.0311855 | Time: 2933.1 ms
[2022-03-09 12:24:39 main:574] : INFO : Epoch 2040 | loss: 0.031157 | val_loss: 0.0311857 | Time: 3248.27 ms
[2022-03-09 12:24:41 main:574] : INFO : Epoch 2041 | loss: 0.031157 | val_loss: 0.0311878 | Time: 2907.19 ms
[2022-03-09 12:24:45 main:574] : INFO : Epoch 2042 | loss: 0.0311583 | val_loss: 0.0311856 | Time: 3219.15 ms
[2022-03-09 12:24:48 main:574] : INFO : Epoch 2043 | loss: 0.0311558 | val_loss: 0.0311893 | Time: 3531.9 ms
[2022-03-09 12:24:52 main:574] : INFO : Epoch 2044 | loss: 0.0311557 | val_loss: 0.0311845 | Time: 3874.67 ms
[2022-03-09 12:24:55 main:574] : INFO : Epoch 2045 | loss: 0.0311585 | val_loss: 0.0311832 | Time: 3008.77 ms
[2022-03-09 12:24:59 main:574] : INFO : Epoch 2046 | loss: 0.0311583 | val_loss: 0.0311861 | Time: 3306.64 ms
[2022-03-09 12:25:02 main:574] : INFO : Epoch 2047 | loss: 0.0311595 | val_loss: 0.0311815 | Time: 3015.88 ms
[2022-03-09 12:25:05 main:574] : INFO : Epoch 2048 | loss: 0.031159 | val_loss: 0.0311816 | Time: 2893.3 ms
[2022-03-09 12:25:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311816
[2022-03-09 12:25:05 main:603] : INFO : Saving end state to config to file
[2022-03-09 12:25:05 main:608] : INFO : Success, exiting..
12:25:05 (10724): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)