Task 14547348
| Name | ParityModified-1647045639-21140-3-0_1 |
| Workunit | 11285589 |
| Created | 8 Apr 2022, 0:31:11 UTC |
| Sent | 8 Apr 2022, 6:14:44 UTC |
| Report deadline | 16 Apr 2022, 6:14:44 UTC |
| Received | 8 Apr 2022, 17:36:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18233 |
| Run time | 1 hours 29 min 6 sec |
| CPU time | 1 hours 24 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,188.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 948.24 MB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311724 | val_loss: 0.0311914 | Time: 2821.03 ms
[2022-04-08 14:13:55 main:574] : INFO : Epoch 1543 | loss: 0.0311711 | val_loss: 0.0311913 | Time: 2503.87 ms
[2022-04-08 14:13:57 main:574] : INFO : Epoch 1544 | loss: 0.0311722 | val_loss: 0.0311938 | Time: 2618.59 ms
[2022-04-08 14:14:00 main:574] : INFO : Epoch 1545 | loss: 0.031174 | val_loss: 0.0311936 | Time: 2704 ms
[2022-04-08 14:14:03 main:574] : INFO : Epoch 1546 | loss: 0.0311722 | val_loss: 0.0311914 | Time: 2649.84 ms
[2022-04-08 14:14:05 main:574] : INFO : Epoch 1547 | loss: 0.0311707 | val_loss: 0.0311915 | Time: 2214.6 ms
[2022-04-08 14:14:07 main:574] : INFO : Epoch 1548 | loss: 0.0311723 | val_loss: 0.031199 | Time: 2574.24 ms
[2022-04-08 14:14:10 main:574] : INFO : Epoch 1549 | loss: 0.0311724 | val_loss: 0.0311945 | Time: 2695.13 ms
[2022-04-08 14:14:13 main:574] : INFO : Epoch 1550 | loss: 0.0311746 | val_loss: 0.0311916 | Time: 2828.36 ms
[2022-04-08 14:14:15 main:574] : INFO : Epoch 1551 | loss: 0.0311718 | val_loss: 0.0311931 | Time: 2150.37 ms
[2022-04-08 14:14:18 main:574] : INFO : Epoch 1552 | loss: 0.0311726 | val_loss: 0.0311901 | Time: 2752.81 ms
[2022-04-08 14:14:21 main:574] : INFO : Epoch 1553 | loss: 0.0311729 | val_loss: 0.03119 | Time: 2782.95 ms
[2022-04-08 14:14:23 main:574] : INFO : Epoch 1554 | loss: 0.0311732 | val_loss: 0.0311923 | Time: 2626.83 ms
[2022-04-08 14:14:25 main:574] : INFO : Epoch 1555 | loss: 0.0311714 | val_loss: 0.0311924 | Time: 1971.81 ms
[2022-04-08 14:14:28 main:574] : INFO : Epoch 1556 | loss: 0.0311717 | val_loss: 0.0311931 | Time: 2999.73 ms
[2022-04-08 14:14:31 main:574] : INFO : Epoch 1557 | loss: 0.0311723 | val_loss: 0.0311894 | Time: 2860.6 ms
[2022-04-08 14:14:34 main:574] : INFO : Epoch 1558 | loss: 0.0311708 | val_loss: 0.0311899 | Time: 2726.89 ms
[2022-04-08 14:14:36 main:574] : INFO : Epoch 1559 | loss: 0.0311711 | val_loss: 0.0311915 | Time: 2006.57 ms
[2022-04-08 14:14:39 main:574] : INFO : Epoch 1560 | loss: 0.0311709 | val_loss: 0.0311921 | Time: 2646.21 ms
[2022-04-08 14:14:41 main:574] : INFO : Epoch 1561 | loss: 0.0311709 | val_loss: 0.0311935 | Time: 2632.66 ms
[2022-04-08 14:14:44 main:574] : INFO : Epoch 1562 | loss: 0.0311717 | val_loss: 0.0311906 | Time: 2626.05 ms
[2022-04-08 14:14:46 main:574] : INFO : Epoch 1563 | loss: 0.0311698 | val_loss: 0.0311904 | Time: 2023.48 ms
[2022-04-08 14:14:49 main:574] : INFO : Epoch 1564 | loss: 0.0311699 | val_loss: 0.0311907 | Time: 2768.91 ms
[2022-04-08 14:14:51 main:574] : INFO : Epoch 1565 | loss: 0.0311691 | val_loss: 0.0311919 | Time: 2662.97 ms
[2022-04-08 14:14:54 main:574] : INFO : Epoch 1566 | loss: 0.0311709 | val_loss: 0.0311901 | Time: 2623.44 ms
[2022-04-08 14:14:56 main:574] : INFO : Epoch 1567 | loss: 0.0311712 | val_loss: 0.0311918 | Time: 1953.18 ms
[2022-04-08 14:14:59 main:574] : INFO : Epoch 1568 | loss: 0.0311719 | val_loss: 0.0311911 | Time: 2607.91 ms
[2022-04-08 14:15:01 main:574] : INFO : Epoch 1569 | loss: 0.0311696 | val_loss: 0.0311914 | Time: 2664.17 ms
[2022-04-08 14:15:04 main:574] : INFO : Epoch 1570 | loss: 0.0311706 | val_loss: 0.0311903 | Time: 2675.47 ms
[2022-04-08 14:15:06 main:574] : INFO : Epoch 1571 | loss: 0.0311699 | val_loss: 0.0311905 | Time: 1990.96 ms
[2022-04-08 14:15:09 main:574] : INFO : Epoch 1572 | loss: 0.0311704 | val_loss: 0.0311929 | Time: 2687.49 ms
[2022-04-08 14:15:11 main:574] : INFO : Epoch 1573 | loss: 0.0311701 | val_loss: 0.0311886 | Time: 2642.96 ms
[2022-04-08 14:15:14 main:574] : INFO : Epoch 1574 | loss: 0.0311733 | val_loss: 0.031188 | Time: 2605.9 ms
[2022-04-08 14:15:16 main:574] : INFO : Epoch 1575 | loss: 0.0311701 | val_loss: 0.0311887 | Time: 1924.41 ms
[2022-04-08 14:15:18 main:574] : INFO : Epoch 1576 | loss: 0.0311701 | val_loss: 0.0311906 | Time: 2660.79 ms
[2022-04-08 14:15:21 main:574] : INFO : Epoch 1577 | loss: 0.0311702 | val_loss: 0.0311881 | Time: 2859.05 ms
[2022-04-08 14:15:24 main:574] : INFO : Epoch 1578 | loss: 0.03117 | val_loss: 0.0311911 | Time: 2638.09 ms
[2022-04-08 14:15:26 main:574] : INFO : Epoch 1579 | loss: 0.0311696 | val_loss: 0.031193 | Time: 1930.53 ms
[2022-04-08 14:15:29 main:574] : INFO : Epoch 1580 | loss: 0.0311679 | val_loss: 0.0311898 | Time: 2626.26 ms
[2022-04-08 14:15:31 main:574] : INFO : Epoch 1581 | loss: 0.0311693 | val_loss: 0.0311882 | Time: 2736.72 ms
[2022-04-08 14:15:34 main:574] : INFO : Epoch 1582 | loss: 0.0311691 | val_loss: 0.0311876 | Time: 2653.14 ms
[2022-04-08 14:15:36 main:574] : INFO : Epoch 1583 | loss: 0.0311686 | val_loss: 0.0311921 | Time: 2005.45 ms
[2022-04-08 14:15:39 main:574] : INFO : Epoch 1584 | loss: 0.0311678 | val_loss: 0.0311881 | Time: 2626.39 ms
[2022-04-08 14:15:41 main:574] : INFO : Epoch 1585 | loss: 0.0311701 | val_loss: 0.0311909 | Time: 2706.67 ms
[2022-04-08 14:15:44 main:574] : INFO : Epoch 1586 | loss: 0.03117 | val_loss: 0.0311919 | Time: 2623.49 ms
[2022-04-08 14:15:46 main:574] : INFO : Epoch 1587 | loss: 0.0311685 | val_loss: 0.0311899 | Time: 2100.47 ms
[2022-04-08 14:15:49 main:574] : INFO : Epoch 1588 | loss: 0.0311679 | val_loss: 0.0311899 | Time: 2612.97 ms
[2022-04-08 14:15:52 main:574] : INFO : Epoch 1589 | loss: 0.0311679 | val_loss: 0.0311912 | Time: 2851.19 ms
[2022-04-08 14:15:54 main:574] : INFO : Epoch 1590 | loss: 0.0311688 | val_loss: 0.0311899 | Time: 2698.01 ms
[2022-04-08 14:15:56 main:574] : INFO : Epoch 1591 | loss: 0.0311719 | val_loss: 0.0311919 | Time: 2021.01 ms
[2022-04-08 14:15:59 main:574] : INFO : Epoch 1592 | loss: 0.0311722 | val_loss: 0.0311917 | Time: 2664.34 ms
[2022-04-08 14:16:02 main:574] : INFO : Epoch 1593 | loss: 0.0311705 | val_loss: 0.0311926 | Time: 2697.09 ms
[2022-04-08 14:16:04 main:574] : INFO : Epoch 1594 | loss: 0.0311696 | val_loss: 0.0311912 | Time: 2722.72 ms
[2022-04-08 14:16:07 main:574] : INFO : Epoch 1595 | loss: 0.0311708 | val_loss: 0.0311909 | Time: 2111.24 ms
[2022-04-08 14:16:09 main:574] : INFO : Epoch 1596 | loss: 0.0311722 | val_loss: 0.0311934 | Time: 2741.5 ms
[2022-04-08 14:16:12 main:574] : INFO : Epoch 1597 | loss: 0.0311752 | val_loss: 0.0311908 | Time: 2656.69 ms
[2022-04-08 14:16:15 main:574] : INFO : Epoch 1598 | loss: 0.0311707 | val_loss: 0.0311892 | Time: 2520.73 ms
[2022-04-08 14:16:17 main:574] : INFO : Epoch 1599 | loss: 0.0311726 | val_loss: 0.0311893 | Time: 2059.04 ms
[2022-04-08 14:16:19 main:574] : INFO : Epoch 1600 | loss: 0.0311704 | val_loss: 0.0311887 | Time: 2853.31 ms
[2022-04-08 14:16:22 main:574] : INFO : Epoch 1601 | loss: 0.0311698 | val_loss: 0.031196 | Time: 2737.44 ms
[2022-04-08 14:16:25 main:574] : INFO : Epoch 1602 | loss: 0.0311693 | val_loss: 0.0311933 | Time: 2461.65 ms
[2022-04-08 14:16:27 main:574] : INFO : Epoch 1603 | loss: 0.0311689 | val_loss: 0.0311897 | Time: 2285.98 ms
[2022-04-08 14:16:30 main:574] : INFO : Epoch 1604 | loss: 0.0311697 | val_loss: 0.0311904 | Time: 2638.88 ms
[2022-04-08 14:16:32 main:574] : INFO : Epoch 1605 | loss: 0.0311698 | val_loss: 0.0311923 | Time: 2760.58 ms
[2022-04-08 14:16:35 main:574] : INFO : Epoch 1606 | loss: 0.0311707 | val_loss: 0.0311924 | Time: 2469.53 ms
[2022-04-08 14:16:37 main:574] : INFO : Epoch 1607 | loss: 0.0311699 | val_loss: 0.0311902 | Time: 2339.14 ms
[2022-04-08 14:16:40 main:574] : INFO : Epoch 1608 | loss: 0.0311703 | val_loss: 0.0311926 | Time: 2867.43 ms
[2022-04-08 14:16:43 main:574] : INFO : Epoch 1609 | loss: 0.0311692 | val_loss: 0.0311944 | Time: 2859 ms
[2022-04-08 14:16:45 main:574] : INFO : Epoch 1610 | loss: 0.0311708 | val_loss: 0.0311947 | Time: 2244.56 ms
[2022-04-08 14:16:48 main:574] : INFO : Epoch 1611 | loss: 0.0311714 | val_loss: 0.0311939 | Time: 2574.9 ms
[2022-04-08 14:16:51 main:574] : INFO : Epoch 1612 | loss: 0.0311699 | val_loss: 0.0311917 | Time: 2709.07 ms
[2022-04-08 14:16:54 main:574] : INFO : Epoch 1613 | loss: 0.0311699 | val_loss: 0.0311931 | Time: 3143.46 ms
[2022-04-08 14:16:56 main:574] : INFO : Epoch 1614 | loss: 0.0311714 | val_loss: 0.0311925 | Time: 2148.85 ms
[2022-04-08 14:16:59 main:574] : INFO : Epoch 1615 | loss: 0.0311697 | val_loss: 0.0311941 | Time: 2671.75 ms
[2022-04-08 14:17:01 main:574] : INFO : Epoch 1616 | loss: 0.0311695 | val_loss: 0.0311913 | Time: 2682.71 ms
[2022-04-08 14:17:04 main:574] : INFO : Epoch 1617 | loss: 0.0311722 | val_loss: 0.0311927 | Time: 2690.69 ms
[2022-04-08 14:17:06 main:574] : INFO : Epoch 1618 | loss: 0.0311748 | val_loss: 0.0311924 | Time: 2061.36 ms
[2022-04-08 14:17:09 main:574] : INFO : Epoch 1619 | loss: 0.0311751 | val_loss: 0.0311918 | Time: 2885.03 ms
[2022-04-08 14:17:12 main:574] : INFO : Epoch 1620 | loss: 0.0311768 | val_loss: 0.0311914 | Time: 2878.38 ms
[2022-04-08 14:17:14 main:574] : INFO : Epoch 1621 | loss: 0.0311736 | val_loss: 0.0311933 | Time: 2661.38 ms
[2022-04-08 14:17:17 main:574] : INFO : Epoch 1622 | loss: 0.0311716 | val_loss: 0.0311918 | Time: 2076.44 ms
[2022-04-08 14:17:19 main:574] : INFO : Epoch 1623 | loss: 0.0311706 | val_loss: 0.0311888 | Time: 2800.52 ms
[2022-04-08 14:17:22 main:574] : INFO : Epoch 1624 | loss: 0.0311698 | val_loss: 0.0311902 | Time: 2915.18 ms
[2022-04-08 14:17:25 main:574] : INFO : Epoch 1625 | loss: 0.03117 | val_loss: 0.0311905 | Time: 2603.77 ms
[2022-04-08 14:17:27 main:574] : INFO : Epoch 1626 | loss: 0.0311695 | val_loss: 0.0311892 | Time: 2285.21 ms
[2022-04-08 14:17:30 main:574] : INFO : Epoch 1627 | loss: 0.0311691 | val_loss: 0.0311909 | Time: 2663.55 ms
[2022-04-08 14:17:33 main:574] : INFO : Epoch 1628 | loss: 0.0311696 | val_loss: 0.0311949 | Time: 2656.43 ms
[2022-04-08 14:17:35 main:574] : INFO : Epoch 1629 | loss: 0.0311691 | val_loss: 0.0311954 | Time: 2477.07 ms
[2022-04-08 14:17:37 main:574] : INFO : Epoch 1630 | loss: 0.0311699 | val_loss: 0.0311917 | Time: 2428.04 ms
[2022-04-08 14:17:40 main:574] : INFO : Epoch 1631 | loss: 0.03117 | val_loss: 0.0311933 | Time: 2705.4 ms
[2022-04-08 14:17:43 main:574] : INFO : Epoch 1632 | loss: 0.0311686 | val_loss: 0.0311938 | Time: 2691.59 ms
[2022-04-08 14:17:45 main:574] : INFO : Epoch 1633 | loss: 0.0311689 | val_loss: 0.0311896 | Time: 2263.48 ms
[2022-04-08 14:17:48 main:574] : INFO : Epoch 1634 | loss: 0.0311691 | val_loss: 0.0311938 | Time: 2537.77 ms
[2022-04-08 14:17:50 main:574] : INFO : Epoch 1635 | loss: 0.0311698 | val_loss: 0.0311974 | Time: 2669.11 ms
[2022-04-08 14:17:53 main:574] : INFO : Epoch 1636 | loss: 0.0311722 | val_loss: 0.0311943 | Time: 2691.13 ms
[2022-04-08 14:17:55 main:574] : INFO : Epoch 1637 | loss: 0.0311708 | val_loss: 0.0311919 | Time: 2214.6 ms
[2022-04-08 14:17:58 main:574] : INFO : Epoch 1638 | loss: 0.0311712 | val_loss: 0.0311905 | Time: 2475.92 ms
[2022-04-08 14:18:00 main:574] : INFO : Epoch 1639 | loss: 0.0311717 | val_loss: 0.0311888 | Time: 2722.36 ms
[2022-04-08 14:18:03 main:574] : INFO : Epoch 1640 | loss: 0.0311719 | val_loss: 0.0311911 | Time: 2647.28 ms
[2022-04-08 14:18:05 main:574] : INFO : Epoch 1641 | loss: 0.0311718 | val_loss: 0.0311911 | Time: 2166.37 ms
[2022-04-08 14:18:08 main:574] : INFO : Epoch 1642 | loss: 0.031172 | val_loss: 0.0311917 | Time: 2567.77 ms
[2022-04-08 14:18:11 main:574] : INFO : Epoch 1643 | loss: 0.0311728 | val_loss: 0.0311932 | Time: 2936.86 ms
[2022-04-08 14:18:14 main:574] : INFO : Epoch 1644 | loss: 0.031176 | val_loss: 0.0311909 | Time: 3122.32 ms
[2022-04-08 14:18:16 main:574] : INFO : Epoch 1645 | loss: 0.0311726 | val_loss: 0.0311961 | Time: 2126.26 ms
[2022-04-08 14:18:19 main:574] : INFO : Epoch 1646 | loss: 0.0311716 | val_loss: 0.0311873 | Time: 2879.97 ms
[2022-04-08 14:18:22 main:574] : INFO : Epoch 1647 | loss: 0.0311706 | val_loss: 0.0311967 | Time: 2917.94 ms
[2022-04-08 14:18:25 main:574] : INFO : Epoch 1648 | loss: 0.0311703 | val_loss: 0.0311899 | Time: 2888.35 ms
[2022-04-08 14:18:27 main:574] : INFO : Epoch 1649 | loss: 0.0311692 | val_loss: 0.0311905 | Time: 2521.83 ms
[2022-04-08 14:18:30 main:574] : INFO : Epoch 1650 | loss: 0.0311692 | val_loss: 0.0311895 | Time: 2919.71 ms
[2022-04-08 14:18:33 main:574] : INFO : Epoch 1651 | loss: 0.0311709 | val_loss: 0.0311894 | Time: 3026.38 ms
[2022-04-08 14:18:36 main:574] : INFO : Epoch 1652 | loss: 0.0311709 | val_loss: 0.0311921 | Time: 2317.6 ms
[2022-04-08 14:18:39 main:574] : INFO : Epoch 1653 | loss: 0.0311692 | val_loss: 0.03119 | Time: 3117.85 ms
[2022-04-08 14:18:42 main:574] : INFO : Epoch 1654 | loss: 0.0311694 | val_loss: 0.0311938 | Time: 2947.23 ms
[2022-04-08 14:18:45 main:574] : INFO : Epoch 1655 | loss: 0.0311697 | val_loss: 0.0311919 | Time: 2858.29 ms
[2022-04-08 14:18:47 main:574] : INFO : Epoch 1656 | loss: 0.0311691 | val_loss: 0.0311909 | Time: 2219.55 ms
[2022-04-08 14:18:50 main:574] : INFO : Epoch 1657 | loss: 0.03117 | val_loss: 0.031194 | Time: 2916.28 ms
[2022-04-08 14:18:53 main:574] : INFO : Epoch 1658 | loss: 0.0311719 | val_loss: 0.0311918 | Time: 2960.9 ms
[2022-04-08 14:18:55 main:574] : INFO : Epoch 1659 | loss: 0.0311705 | val_loss: 0.0311904 | Time: 2460.15 ms
[2022-04-08 14:18:58 main:574] : INFO : Epoch 1660 | loss: 0.0311681 | val_loss: 0.031188 | Time: 2686.51 ms
[2022-04-08 14:19:01 main:574] : INFO : Epoch 1661 | loss: 0.0311688 | val_loss: 0.0311918 | Time: 3171.67 ms
[2022-04-08 14:19:04 main:574] : INFO : Epoch 1662 | loss: 0.0311696 | val_loss: 0.031195 | Time: 3178.61 ms
[2022-04-08 14:19:07 main:574] : INFO : Epoch 1663 | loss: 0.0311698 | val_loss: 0.0311912 | Time: 2303.34 ms
[2022-04-08 14:19:10 main:574] : INFO : Epoch 1664 | loss: 0.031169 | val_loss: 0.0311897 | Time: 3024.75 ms
[2022-04-08 14:19:13 main:574] : INFO : Epoch 1665 | loss: 0.0311696 | val_loss: 0.0311906 | Time: 2948.03 ms
[2022-04-08 14:19:15 main:574] : INFO : Epoch 1666 | loss: 0.0311689 | val_loss: 0.0311895 | Time: 2492.32 ms
[2022-04-08 14:19:17 main:574] : INFO : Epoch 1667 | loss: 0.031169 | val_loss: 0.0311889 | Time: 2324.57 ms
[2022-04-08 14:19:20 main:574] : INFO : Epoch 1668 | loss: 0.0311719 | val_loss: 0.0311964 | Time: 2704.48 ms
[2022-04-08 14:19:23 main:574] : INFO : Epoch 1669 | loss: 0.0311707 | val_loss: 0.0311906 | Time: 2680.16 ms
[2022-04-08 14:19:25 main:574] : INFO : Epoch 1670 | loss: 0.0311741 | val_loss: 0.0311927 | Time: 2328.67 ms
[2022-04-08 14:19:28 main:574] : INFO : Epoch 1671 | loss: 0.0311731 | val_loss: 0.0311923 | Time: 2389.49 ms
[2022-04-08 14:19:30 main:574] : INFO : Epoch 1672 | loss: 0.0311717 | val_loss: 0.0311908 | Time: 2814.33 ms
[2022-04-08 14:19:33 main:574] : INFO : Epoch 1673 | loss: 0.0311727 | val_loss: 0.0311921 | Time: 2674.18 ms
[2022-04-08 14:19:35 main:574] : INFO : Epoch 1674 | loss: 0.0311713 | val_loss: 0.0311926 | Time: 2243.65 ms
[2022-04-08 14:19:38 main:574] : INFO : Epoch 1675 | loss: 0.0311701 | val_loss: 0.0311916 | Time: 2554.1 ms
[2022-04-08 14:19:41 main:574] : INFO : Epoch 1676 | loss: 0.03117 | val_loss: 0.0311918 | Time: 2862.43 ms
[2022-04-08 14:19:44 main:574] : INFO : Epoch 1677 | loss: 0.0311707 | val_loss: 0.0312001 | Time: 2818.88 ms
[2022-04-08 14:19:46 main:574] : INFO : Epoch 1678 | loss: 0.0311729 | val_loss: 0.0311929 | Time: 2053.76 ms
[2022-04-08 14:19:48 main:574] : INFO : Epoch 1679 | loss: 0.0311753 | val_loss: 0.0311935 | Time: 2621.42 ms
[2022-04-08 14:19:51 main:574] : INFO : Epoch 1680 | loss: 0.0311734 | val_loss: 0.0311914 | Time: 2926.49 ms
[2022-04-08 14:19:54 main:574] : INFO : Epoch 1681 | loss: 0.0311709 | val_loss: 0.0311929 | Time: 3096.75 ms
[2022-04-08 14:19:56 main:574] : INFO : Epoch 1682 | loss: 0.0311735 | val_loss: 0.0311963 | Time: 2190.95 ms
[2022-04-08 14:20:00 main:574] : INFO : Epoch 1683 | loss: 0.0311723 | val_loss: 0.031191 | Time: 3070.98 ms
[2022-04-08 14:20:03 main:574] : INFO : Epoch 1684 | loss: 0.0311707 | val_loss: 0.0311914 | Time: 3468.21 ms
[2022-04-08 14:20:05 main:574] : INFO : Epoch 1685 | loss: 0.0311715 | val_loss: 0.0311928 | Time: 2304.91 ms
[2022-04-08 14:20:08 main:574] : INFO : Epoch 1686 | loss: 0.0311745 | val_loss: 0.0311917 | Time: 2751.51 ms
[2022-04-08 14:20:11 main:574] : INFO : Epoch 1687 | loss: 0.0311728 | val_loss: 0.0311904 | Time: 3310.01 ms
[2022-04-08 14:20:15 main:574] : INFO : Epoch 1688 | loss: 0.0311739 | val_loss: 0.0311928 | Time: 3135.16 ms
[2022-04-08 14:20:17 main:574] : INFO : Epoch 1689 | loss: 0.0311739 | val_loss: 0.0311901 | Time: 2150.42 ms
[2022-04-08 14:20:20 main:574] : INFO : Epoch 1690 | loss: 0.0311717 | val_loss: 0.0311886 | Time: 3488.94 ms
[2022-04-08 14:20:24 main:574] : INFO : Epoch 1691 | loss: 0.0311705 | val_loss: 0.0311895 | Time: 3223.39 ms
[2022-04-08 14:20:26 main:574] : INFO : Epoch 1692 | loss: 0.0311718 | val_loss: 0.0311896 | Time: 2221.81 ms
[2022-04-08 14:20:29 main:574] : INFO : Epoch 1693 | loss: 0.0311714 | val_loss: 0.0311894 | Time: 2917.26 ms
[2022-04-08 14:20:32 main:574] : INFO : Epoch 1694 | loss: 0.0311688 | val_loss: 0.031193 | Time: 3083.91 ms
[2022-04-08 14:20:35 main:574] : INFO : Epoch 1695 | loss: 0.0311688 | val_loss: 0.0311909 | Time: 3275.2 ms
[2022-04-08 14:20:38 main:574] : INFO : Epoch 1696 | loss: 0.0311684 | val_loss: 0.0311897 | Time: 2892.65 ms
[2022-04-08 14:20:41 main:574] : INFO : Epoch 1697 | loss: 0.031169 | val_loss: 0.0311908 | Time: 3097.45 ms
[2022-04-08 14:20:44 main:574] : INFO : Epoch 1698 | loss: 0.0311696 | val_loss: 0.0311915 | Time: 2985.65 ms
[2022-04-08 14:20:46 main:574] : INFO : Epoch 1699 | loss: 0.031169 | val_loss: 0.0311941 | Time: 2085.09 ms
[2022-04-08 14:20:49 main:574] : INFO : Epoch 1700 | loss: 0.0311688 | val_loss: 0.0311907 | Time: 2670.97 ms
[2022-04-08 14:20:52 main:574] : INFO : Epoch 1701 | loss: 0.0311726 | val_loss: 0.0311958 | Time: 2823.85 ms
[2022-04-08 14:20:55 main:574] : INFO : Epoch 1702 | loss: 0.0311729 | val_loss: 0.0311936 | Time: 3081.92 ms
[2022-04-08 14:20:57 main:574] : INFO : Epoch 1703 | loss: 0.0311725 | val_loss: 0.0311944 | Time: 2376.71 ms
[2022-04-08 14:21:00 main:574] : INFO : Epoch 1704 | loss: 0.0311702 | val_loss: 0.0311953 | Time: 3040 ms
[2022-04-08 14:21:03 main:574] : INFO : Epoch 1705 | loss: 0.0311699 | val_loss: 0.0311922 | Time: 2984.89 ms
[2022-04-08 14:21:06 main:574] : INFO : Epoch 1706 | loss: 0.0311689 | val_loss: 0.0311905 | Time: 2306.93 ms
[2022-04-08 14:21:08 main:574] : INFO : Epoch 1707 | loss: 0.0311679 | val_loss: 0.0311929 | Time: 2716.63 ms
[2022-04-08 14:21:11 main:574] : INFO : Epoch 1708 | loss: 0.0311686 | val_loss: 0.0311911 | Time: 2899.36 ms
[2022-04-08 14:21:14 main:574] : INFO : Epoch 1709 | loss: 0.0311687 | val_loss: 0.0311927 | Time: 2960.57 ms
[2022-04-08 14:21:16 main:574] : INFO : Epoch 1710 | loss: 0.0311674 | val_loss: 0.031192 | Time: 2200.83 ms
[2022-04-08 14:21:19 main:574] : INFO : Epoch 1711 | loss: 0.0311677 | val_loss: 0.0311908 | Time: 2839.34 ms
[2022-04-08 14:21:22 main:574] : INFO : Epoch 1712 | loss: 0.0311692 | val_loss: 0.0311928 | Time: 2963.92 ms
[2022-04-08 14:21:25 main:574] : INFO : Epoch 1713 | loss: 0.0311717 | val_loss: 0.031193 | Time: 2714.18 ms
[2022-04-08 14:21:27 main:574] : INFO : Epoch 1714 | loss: 0.0311715 | val_loss: 0.0311908 | Time: 2191.19 ms
[2022-04-08 14:21:30 main:574] : INFO : Epoch 1715 | loss: 0.0311731 | val_loss: 0.0311931 | Time: 2842.41 ms
[2022-04-08 14:21:33 main:574] : INFO : Epoch 1716 | loss: 0.0311714 | val_loss: 0.0311933 | Time: 2971.48 ms
[2022-04-08 14:21:35 main:574] : INFO : Epoch 1717 | loss: 0.0311692 | val_loss: 0.0311961 | Time: 2348.14 ms
[2022-04-08 14:21:38 main:574] : INFO : Epoch 1718 | loss: 0.0311687 | val_loss: 0.031193 | Time: 2704.95 ms
[2022-04-08 14:21:41 main:574] : INFO : Epoch 1719 | loss: 0.0311691 | val_loss: 0.0311972 | Time: 2983.8 ms
[2022-04-08 14:21:44 main:574] : INFO : Epoch 1720 | loss: 0.0311726 | val_loss: 0.0311929 | Time: 2813.38 ms
[2022-04-08 14:21:46 main:574] : INFO : Epoch 1721 | loss: 0.0311729 | val_loss: 0.0311931 | Time: 2014.16 ms
[2022-04-08 14:21:48 main:574] : INFO : Epoch 1722 | loss: 0.0311696 | val_loss: 0.0311925 | Time: 2582.74 ms
[2022-04-08 14:21:51 main:574] : INFO : Epoch 1723 | loss: 0.0311724 | val_loss: 0.0311965 | Time: 2633.64 ms
[2022-04-08 14:21:54 main:574] : INFO : Epoch 1724 | loss: 0.0311682 | val_loss: 0.0311954 | Time: 2629.35 ms
[2022-04-08 14:21:56 main:574] : INFO : Epoch 1725 | loss: 0.0311681 | val_loss: 0.0311927 | Time: 2140.09 ms
[2022-04-08 14:21:59 main:574] : INFO : Epoch 1726 | loss: 0.031168 | val_loss: 0.0311922 | Time: 2789.43 ms
[2022-04-08 14:22:01 main:574] : INFO : Epoch 1727 | loss: 0.0311675 | val_loss: 0.0311952 | Time: 2668.41 ms
[2022-04-08 14:22:04 main:574] : INFO : Epoch 1728 | loss: 0.031169 | val_loss: 0.0311919 | Time: 2614.04 ms
[2022-04-08 14:22:06 main:574] : INFO : Epoch 1729 | loss: 0.0311703 | val_loss: 0.0311912 | Time: 1952 ms
[2022-04-08 14:22:09 main:574] : INFO : Epoch 1730 | loss: 0.0311692 | val_loss: 0.0311916 | Time: 2784.85 ms
[2022-04-08 14:22:12 main:574] : INFO : Epoch 1731 | loss: 0.0311688 | val_loss: 0.0311923 | Time: 2809.7 ms
[2022-04-08 14:22:14 main:574] : INFO : Epoch 1732 | loss: 0.0311702 | val_loss: 0.0311926 | Time: 2715.14 ms
[2022-04-08 14:22:16 main:574] : INFO : Epoch 1733 | loss: 0.0311716 | val_loss: 0.0312001 | Time: 2055.16 ms
[2022-04-08 14:22:19 main:574] : INFO : Epoch 1734 | loss: 0.0311714 | val_loss: 0.0311916 | Time: 2849.24 ms
[2022-04-08 14:22:22 main:574] : INFO : Epoch 1735 | loss: 0.0311692 | val_loss: 0.0311938 | Time: 2660.69 ms
[2022-04-08 14:22:25 main:574] : INFO : Epoch 1736 | loss: 0.0311685 | val_loss: 0.0311928 | Time: 2590.81 ms
[2022-04-08 14:22:26 main:574] : INFO : Epoch 1737 | loss: 0.0311675 | val_loss: 0.0311924 | Time: 1944.69 ms
[2022-04-08 14:22:29 main:574] : INFO : Epoch 1738 | loss: 0.0311673 | val_loss: 0.03119 | Time: 2841.33 ms
[2022-04-08 14:22:32 main:574] : INFO : Epoch 1739 | loss: 0.0311679 | val_loss: 0.031191 | Time: 2754.17 ms
[2022-04-08 14:22:35 main:574] : INFO : Epoch 1740 | loss: 0.0311671 | val_loss: 0.031189 | Time: 2614.1 ms
[2022-04-08 14:22:37 main:574] : INFO : Epoch 1741 | loss: 0.0311663 | val_loss: 0.0311951 | Time: 1906.76 ms
[2022-04-08 14:22:39 main:574] : INFO : Epoch 1742 | loss: 0.0311693 | val_loss: 0.0311876 | Time: 2674.71 ms
[2022-04-08 14:22:42 main:574] : INFO : Epoch 1743 | loss: 0.0311698 | val_loss: 0.0311918 | Time: 2728.02 ms
[2022-04-08 14:22:45 main:574] : INFO : Epoch 1744 | loss: 0.0311676 | val_loss: 0.0311949 | Time: 2753.3 ms
[2022-04-08 14:22:47 main:574] : INFO : Epoch 1745 | loss: 0.0311671 | val_loss: 0.0311907 | Time: 1955.68 ms
[2022-04-08 14:22:49 main:574] : INFO : Epoch 1746 | loss: 0.0311688 | val_loss: 0.0311884 | Time: 2637.07 ms
[2022-04-08 14:22:52 main:574] : INFO : Epoch 1747 | loss: 0.0311699 | val_loss: 0.0311895 | Time: 2658.45 ms
[2022-04-08 14:22:55 main:574] : INFO : Epoch 1748 | loss: 0.0311682 | val_loss: 0.0311865 | Time: 2679.16 ms
[2022-04-08 14:22:57 main:574] : INFO : Epoch 1749 | loss: 0.0311665 | val_loss: 0.0311895 | Time: 1970.71 ms
[2022-04-08 14:22:59 main:574] : INFO : Epoch 1750 | loss: 0.0311669 | val_loss: 0.0311904 | Time: 2672.19 ms
[2022-04-08 14:23:02 main:574] : INFO : Epoch 1751 | loss: 0.0311662 | val_loss: 0.0311879 | Time: 2825.17 ms
[2022-04-08 14:23:05 main:574] : INFO : Epoch 1752 | loss: 0.0311655 | val_loss: 0.0311882 | Time: 2626.66 ms
[2022-04-08 14:23:07 main:574] : INFO : Epoch 1753 | loss: 0.0311669 | val_loss: 0.0311903 | Time: 2126.33 ms
[2022-04-08 14:23:10 main:574] : INFO : Epoch 1754 | loss: 0.0311675 | val_loss: 0.0311911 | Time: 3026.5 ms
[2022-04-08 14:23:13 main:574] : INFO : Epoch 1755 | loss: 0.0311662 | val_loss: 0.0311883 | Time: 2991.69 ms
[2022-04-08 14:23:15 main:574] : INFO : Epoch 1756 | loss: 0.0311668 | val_loss: 0.031201 | Time: 2375.39 ms
[2022-04-08 14:23:18 main:574] : INFO : Epoch 1757 | loss: 0.0311667 | val_loss: 0.0311885 | Time: 2554.37 ms
[2022-04-08 14:23:21 main:574] : INFO : Epoch 1758 | loss: 0.0311657 | val_loss: 0.0311913 | Time: 2700.29 ms
[2022-04-08 14:23:23 main:574] : INFO : Epoch 1759 | loss: 0.0311671 | val_loss: 0.0311897 | Time: 2638.4 ms
[2022-04-08 14:23:26 main:574] : INFO : Epoch 1760 | loss: 0.0311661 | val_loss: 0.0311931 | Time: 2147.8 ms
[2022-04-08 14:23:28 main:574] : INFO : Epoch 1761 | loss: 0.0311737 | val_loss: 0.0311918 | Time: 2365.86 ms
[2022-04-08 14:23:31 main:574] : INFO : Epoch 1762 | loss: 0.0311787 | val_loss: 0.0311894 | Time: 2755.38 ms
[2022-04-08 14:23:33 main:574] : INFO : Epoch 1763 | loss: 0.0311751 | val_loss: 0.0311877 | Time: 2666.49 ms
[2022-04-08 14:23:36 main:574] : INFO : Epoch 1764 | loss: 0.0311757 | val_loss: 0.0311918 | Time: 2257.62 ms
[2022-04-08 14:23:38 main:574] : INFO : Epoch 1765 | loss: 0.0311784 | val_loss: 0.0311929 | Time: 2486.26 ms
[2022-04-08 14:23:41 main:574] : INFO : Epoch 1766 | loss: 0.031179 | val_loss: 0.0311888 | Time: 2920.46 ms
[2022-04-08 14:23:44 main:574] : INFO : Epoch 1767 | loss: 0.0311772 | val_loss: 0.0311893 | Time: 2632.46 ms
[2022-04-08 14:23:46 main:574] : INFO : Epoch 1768 | loss: 0.0311752 | val_loss: 0.0311942 | Time: 2072.14 ms
[2022-04-08 14:23:48 main:574] : INFO : Epoch 1769 | loss: 0.0311771 | val_loss: 0.0311994 | Time: 2467.49 ms
[2022-04-08 14:23:51 main:574] : INFO : Epoch 1770 | loss: 0.0312034 | val_loss: 0.0312038 | Time: 2688.55 ms
[2022-04-08 14:23:54 main:574] : INFO : Epoch 1771 | loss: 0.031202 | val_loss: 0.0311976 | Time: 2904.29 ms
[2022-04-08 14:23:56 main:574] : INFO : Epoch 1772 | loss: 0.0311986 | val_loss: 0.0311965 | Time: 2063.28 ms
[2022-04-08 14:23:59 main:574] : INFO : Epoch 1773 | loss: 0.031195 | val_loss: 0.0311937 | Time: 2625.54 ms
[2022-04-08 14:24:01 main:574] : INFO : Epoch 1774 | loss: 0.031192 | val_loss: 0.0311949 | Time: 2801.01 ms
[2022-04-08 14:24:04 main:574] : INFO : Epoch 1775 | loss: 0.0311908 | val_loss: 0.0311925 | Time: 2667.05 ms
[2022-04-08 14:24:06 main:574] : INFO : Epoch 1776 | loss: 0.0311904 | val_loss: 0.0311992 | Time: 1989.81 ms
[2022-04-08 14:24:09 main:574] : INFO : Epoch 1777 | loss: 0.0311913 | val_loss: 0.0311957 | Time: 2668.78 ms
[2022-04-08 14:24:12 main:574] : INFO : Epoch 1778 | loss: 0.0311923 | val_loss: 0.0311953 | Time: 2728.56 ms
[2022-04-08 14:24:14 main:574] : INFO : Epoch 1779 | loss: 0.0311888 | val_loss: 0.031192 | Time: 2778.2 ms
[2022-04-08 14:24:16 main:574] : INFO : Epoch 1780 | loss: 0.0311862 | val_loss: 0.0311918 | Time: 2036.89 ms
[2022-04-08 14:24:19 main:574] : INFO : Epoch 1781 | loss: 0.0311856 | val_loss: 0.0311915 | Time: 2666.7 ms
[2022-04-08 14:24:22 main:574] : INFO : Epoch 1782 | loss: 0.0311854 | val_loss: 0.0311914 | Time: 2662.2 ms
[2022-04-08 14:24:24 main:574] : INFO : Epoch 1783 | loss: 0.0311844 | val_loss: 0.0311917 | Time: 2669.2 ms
[2022-04-08 14:24:26 main:574] : INFO : Epoch 1784 | loss: 0.0311848 | val_loss: 0.0311908 | Time: 1953.65 ms
[2022-04-08 14:24:29 main:574] : INFO : Epoch 1785 | loss: 0.0311846 | val_loss: 0.0311928 | Time: 2647.63 ms
[2022-04-08 14:24:32 main:574] : INFO : Epoch 1786 | loss: 0.0311839 | val_loss: 0.0311922 | Time: 2707.79 ms
[2022-04-08 14:24:34 main:574] : INFO : Epoch 1787 | loss: 0.0311837 | val_loss: 0.0311938 | Time: 2694.73 ms
[2022-04-08 14:24:36 main:574] : INFO : Epoch 1788 | loss: 0.0311839 | val_loss: 0.031192 | Time: 1970.86 ms
[2022-04-08 14:24:39 main:574] : INFO : Epoch 1789 | loss: 0.031183 | val_loss: 0.0311932 | Time: 2711.23 ms
[2022-04-08 14:24:42 main:574] : INFO : Epoch 1790 | loss: 0.0311836 | val_loss: 0.0311908 | Time: 2821.39 ms
[2022-04-08 14:24:45 main:574] : INFO : Epoch 1791 | loss: 0.0311833 | val_loss: 0.0311928 | Time: 2840.49 ms
[2022-04-08 14:24:47 main:574] : INFO : Epoch 1792 | loss: 0.031182 | val_loss: 0.0311892 | Time: 2113.63 ms
[2022-04-08 14:24:50 main:574] : INFO : Epoch 1793 | loss: 0.0311828 | val_loss: 0.0311901 | Time: 2609.53 ms
[2022-04-08 14:24:52 main:574] : INFO : Epoch 1794 | loss: 0.0311817 | val_loss: 0.0311889 | Time: 2625.53 ms
[2022-04-08 14:24:55 main:574] : INFO : Epoch 1795 | loss: 0.0311807 | val_loss: 0.0311942 | Time: 2589.65 ms
[2022-04-08 14:24:57 main:574] : INFO : Epoch 1796 | loss: 0.0311817 | val_loss: 0.0311898 | Time: 2095.4 ms
[2022-04-08 14:25:00 main:574] : INFO : Epoch 1797 | loss: 0.0311809 | val_loss: 0.0311907 | Time: 2788.33 ms
[2022-04-08 14:25:02 main:574] : INFO : Epoch 1798 | loss: 0.0311805 | val_loss: 0.0311904 | Time: 2743.07 ms
[2022-04-08 14:25:05 main:574] : INFO : Epoch 1799 | loss: 0.0311804 | val_loss: 0.0311886 | Time: 2625.13 ms
[2022-04-08 14:25:07 main:574] : INFO : Epoch 1800 | loss: 0.0311801 | val_loss: 0.0311889 | Time: 2072.2 ms
[2022-04-08 14:25:10 main:574] : INFO : Epoch 1801 | loss: 0.031181 | val_loss: 0.0311892 | Time: 2670.12 ms
[2022-04-08 14:25:12 main:574] : INFO : Epoch 1802 | loss: 0.0311811 | val_loss: 0.0311887 | Time: 2592.32 ms
[2022-04-08 14:25:15 main:574] : INFO : Epoch 1803 | loss: 0.031179 | val_loss: 0.031189 | Time: 2687 ms
[2022-04-08 14:25:17 main:574] : INFO : Epoch 1804 | loss: 0.0311797 | val_loss: 0.0311867 | Time: 2122.03 ms
[2022-04-08 14:25:20 main:574] : INFO : Epoch 1805 | loss: 0.031178 | val_loss: 0.0311879 | Time: 2657.5 ms
[2022-04-08 14:25:23 main:574] : INFO : Epoch 1806 | loss: 0.0311791 | val_loss: 0.0311886 | Time: 2739.4 ms
[2022-04-08 14:25:25 main:574] : INFO : Epoch 1807 | loss: 0.031179 | val_loss: 0.0311888 | Time: 2508.18 ms
[2022-04-08 14:25:27 main:574] : INFO : Epoch 1808 | loss: 0.0311791 | val_loss: 0.0311912 | Time: 2250.5 ms
[2022-04-08 14:25:30 main:574] : INFO : Epoch 1809 | loss: 0.031181 | val_loss: 0.0311904 | Time: 2620.78 ms
[2022-04-08 14:25:33 main:574] : INFO : Epoch 1810 | loss: 0.0311817 | val_loss: 0.0311942 | Time: 2709.24 ms
[2022-04-08 14:25:35 main:574] : INFO : Epoch 1811 | loss: 0.031179 | val_loss: 0.0311891 | Time: 2427.83 ms
[2022-04-08 14:25:38 main:574] : INFO : Epoch 1812 | loss: 0.0311778 | val_loss: 0.0311918 | Time: 2264.78 ms
[2022-04-08 14:25:40 main:574] : INFO : Epoch 1813 | loss: 0.0311781 | val_loss: 0.0311899 | Time: 2719.99 ms
[2022-04-08 14:25:43 main:574] : INFO : Epoch 1814 | loss: 0.0311786 | val_loss: 0.0311894 | Time: 2657.28 ms
[2022-04-08 14:25:46 main:574] : INFO : Epoch 1815 | loss: 0.0311773 | val_loss: 0.0311919 | Time: 2574.89 ms
[2022-04-08 14:25:48 main:574] : INFO : Epoch 1816 | loss: 0.0311777 | val_loss: 0.0311905 | Time: 2532.67 ms
[2022-04-08 14:25:51 main:574] : INFO : Epoch 1817 | loss: 0.0311772 | val_loss: 0.031189 | Time: 2766.79 ms
[2022-04-08 14:25:54 main:574] : INFO : Epoch 1818 | loss: 0.0311763 | val_loss: 0.0311908 | Time: 2847.43 ms
[2022-04-08 14:25:56 main:574] : INFO : Epoch 1819 | loss: 0.031177 | val_loss: 0.0311888 | Time: 2308.57 ms
[2022-04-08 14:25:59 main:574] : INFO : Epoch 1820 | loss: 0.0311781 | val_loss: 0.0311904 | Time: 2639.86 ms
[2022-04-08 14:26:02 main:574] : INFO : Epoch 1821 | loss: 0.0311791 | val_loss: 0.031187 | Time: 2850.87 ms
[2022-04-08 14:26:04 main:574] : INFO : Epoch 1822 | loss: 0.0311783 | val_loss: 0.0311867 | Time: 2805.88 ms
[2022-04-08 14:26:06 main:574] : INFO : Epoch 1823 | loss: 0.031178 | val_loss: 0.0311897 | Time: 2065.58 ms
[2022-04-08 14:26:09 main:574] : INFO : Epoch 1824 | loss: 0.0311774 | val_loss: 0.0311901 | Time: 2850.48 ms
[2022-04-08 14:26:12 main:574] : INFO : Epoch 1825 | loss: 0.0311773 | val_loss: 0.0311881 | Time: 3035.92 ms
[2022-04-08 14:26:15 main:574] : INFO : Epoch 1826 | loss: 0.0311761 | val_loss: 0.0311875 | Time: 2790.54 ms
[2022-04-08 14:26:17 main:574] : INFO : Epoch 1827 | loss: 0.0311766 | val_loss: 0.0311884 | Time: 2119.04 ms
[2022-04-08 14:26:20 main:574] : INFO : Epoch 1828 | loss: 0.0311769 | val_loss: 0.031188 | Time: 2655.5 ms
[2022-04-08 14:26:23 main:574] : INFO : Epoch 1829 | loss: 0.0311757 | val_loss: 0.0311871 | Time: 2868.94 ms
[2022-04-08 14:26:25 main:574] : INFO : Epoch 1830 | loss: 0.031176 | val_loss: 0.0311891 | Time: 2503.08 ms
[2022-04-08 14:26:28 main:574] : INFO : Epoch 1831 | loss: 0.031177 | val_loss: 0.0311908 | Time: 2212.55 ms
[2022-04-08 14:26:30 main:574] : INFO : Epoch 1832 | loss: 0.0311756 | val_loss: 0.0311902 | Time: 2900.36 ms
[2022-04-08 14:26:33 main:574] : INFO : Epoch 1833 | loss: 0.0311768 | val_loss: 0.0311901 | Time: 2637.09 ms
[2022-04-08 14:26:35 main:574] : INFO : Epoch 1834 | loss: 0.0311753 | val_loss: 0.0311907 | Time: 2384.35 ms
[2022-04-08 14:26:39 main:574] : INFO : Epoch 1835 | loss: 0.0311752 | val_loss: 0.031187 | Time: 3020.12 ms
[2022-04-08 14:26:41 main:574] : INFO : Epoch 1836 | loss: 0.0311754 | val_loss: 0.0311893 | Time: 2811.78 ms
[2022-04-08 14:26:44 main:574] : INFO : Epoch 1837 | loss: 0.0311745 | val_loss: 0.0311892 | Time: 2776.75 ms
[2022-04-08 14:26:46 main:574] : INFO : Epoch 1838 | loss: 0.0311748 | val_loss: 0.0311908 | Time: 2107.79 ms
[2022-04-08 14:26:49 main:574] : INFO : Epoch 1839 | loss: 0.0311776 | val_loss: 0.0311881 | Time: 2848.34 ms
[2022-04-08 14:26:52 main:574] : INFO : Epoch 1840 | loss: 0.0311754 | val_loss: 0.0311886 | Time: 2655.99 ms
[2022-04-08 14:26:54 main:574] : INFO : Epoch 1841 | loss: 0.0311739 | val_loss: 0.0311893 | Time: 2635.47 ms
[2022-04-08 14:26:57 main:574] : INFO : Epoch 1842 | loss: 0.0311737 | val_loss: 0.0311889 | Time: 2430.94 ms
[2022-04-08 14:27:00 main:574] : INFO : Epoch 1843 | loss: 0.0311734 | val_loss: 0.0311875 | Time: 2923.4 ms
[2022-04-08 14:27:03 main:574] : INFO : Epoch 1844 | loss: 0.0311744 | val_loss: 0.0311913 | Time: 2818.7 ms
[2022-04-08 14:27:05 main:574] : INFO : Epoch 1845 | loss: 0.0311732 | val_loss: 0.0311882 | Time: 2602.56 ms
[2022-04-08 14:27:07 main:574] : INFO : Epoch 1846 | loss: 0.0311733 | val_loss: 0.0311894 | Time: 2203.67 ms
[2022-04-08 14:27:10 main:574] : INFO : Epoch 1847 | loss: 0.0311737 | val_loss: 0.0311893 | Time: 2729.04 ms
[2022-04-08 14:27:13 main:574] : INFO : Epoch 1848 | loss: 0.0311751 | val_loss: 0.0311918 | Time: 2885.37 ms
[2022-04-08 14:27:16 main:574] : INFO : Epoch 1849 | loss: 0.0311738 | val_loss: 0.0311901 | Time: 2552.11 ms
[2022-04-08 14:27:18 main:574] : INFO : Epoch 1850 | loss: 0.0311738 | val_loss: 0.0311907 | Time: 2590.56 ms
[2022-04-08 14:27:21 main:574] : INFO : Epoch 1851 | loss: 0.0311733 | val_loss: 0.031189 | Time: 3047.2 ms
[2022-04-08 14:27:24 main:574] : INFO : Epoch 1852 | loss: 0.0311742 | val_loss: 0.0311905 | Time: 2931.5 ms
[2022-04-08 14:27:26 main:574] : INFO : Epoch 1853 | loss: 0.0311746 | val_loss: 0.0311888 | Time: 2123.81 ms
[2022-04-08 14:27:29 main:574] : INFO : Epoch 1854 | loss: 0.031173 | val_loss: 0.0311906 | Time: 2960.2 ms
[2022-04-08 14:27:32 main:574] : INFO : Epoch 1855 | loss: 0.031174 | val_loss: 0.0311902 | Time: 3011.9 ms
[2022-04-08 14:27:35 main:574] : INFO : Epoch 1856 | loss: 0.0311735 | val_loss: 0.0311942 | Time: 2899.11 ms
[2022-04-08 14:27:38 main:574] : INFO : Epoch 1857 | loss: 0.0311738 | val_loss: 0.0311883 | Time: 2562.47 ms
[2022-04-08 14:27:41 main:574] : INFO : Epoch 1858 | loss: 0.0311735 | val_loss: 0.0311935 | Time: 2980.1 ms
[2022-04-08 14:27:44 main:574] : INFO : Epoch 1859 | loss: 0.0311731 | val_loss: 0.0311903 | Time: 2809.09 ms
[2022-04-08 14:27:46 main:574] : INFO : Epoch 1860 | loss: 0.0311723 | val_loss: 0.0311891 | Time: 2239.11 ms
[2022-04-08 14:27:49 main:574] : INFO : Epoch 1861 | loss: 0.031172 | val_loss: 0.0311897 | Time: 2679.8 ms
[2022-04-08 14:27:51 main:574] : INFO : Epoch 1862 | loss: 0.0311723 | val_loss: 0.0311897 | Time: 2892.07 ms
[2022-04-08 14:27:54 main:574] : INFO : Epoch 1863 | loss: 0.0311718 | val_loss: 0.0311866 | Time: 2829.92 ms
[2022-04-08 14:27:57 main:574] : INFO : Epoch 1864 | loss: 0.031171 | val_loss: 0.0311883 | Time: 2442.06 ms
[2022-04-08 14:28:00 main:574] : INFO : Epoch 1865 | loss: 0.0311727 | val_loss: 0.0311894 | Time: 2763.26 ms
[2022-04-08 14:28:03 main:574] : INFO : Epoch 1866 | loss: 0.031174 | val_loss: 0.0311868 | Time: 2962.81 ms
[2022-04-08 14:28:05 main:574] : INFO : Epoch 1867 | loss: 0.0311731 | val_loss: 0.0311877 | Time: 2740.05 ms
[2022-04-08 14:28:07 main:574] : INFO : Epoch 1868 | loss: 0.0311728 | val_loss: 0.0311901 | Time: 2090.88 ms
[2022-04-08 14:28:10 main:574] : INFO : Epoch 1869 | loss: 0.0311728 | val_loss: 0.0311872 | Time: 2906.5 ms
[2022-04-08 14:28:13 main:574] : INFO : Epoch 1870 | loss: 0.0311732 | val_loss: 0.0311908 | Time: 2650.95 ms
[2022-04-08 14:28:15 main:574] : INFO : Epoch 1871 | loss: 0.0311719 | val_loss: 0.0311888 | Time: 2423.75 ms
[2022-04-08 14:28:17 main:574] : INFO : Epoch 1872 | loss: 0.0311711 | val_loss: 0.0311885 | Time: 2108.79 ms
[2022-04-08 14:28:20 main:574] : INFO : Epoch 1873 | loss: 0.0311712 | val_loss: 0.0311871 | Time: 2691.53 ms
[2022-04-08 14:28:23 main:574] : INFO : Epoch 1874 | loss: 0.0311707 | val_loss: 0.031193 | Time: 2794.07 ms
[2022-04-08 14:28:25 main:574] : INFO : Epoch 1875 | loss: 0.0311718 | val_loss: 0.0311896 | Time: 2451.29 ms
[2022-04-08 14:28:28 main:574] : INFO : Epoch 1876 | loss: 0.0311708 | val_loss: 0.0311889 | Time: 2118.96 ms
[2022-04-08 14:28:30 main:574] : INFO : Epoch 1877 | loss: 0.0311712 | val_loss: 0.0311902 | Time: 2683.96 ms
[2022-04-08 14:28:33 main:574] : INFO : Epoch 1878 | loss: 0.0311717 | val_loss: 0.0311885 | Time: 2690.04 ms
[2022-04-08 14:28:36 main:574] : INFO : Epoch 1879 | loss: 0.0311723 | val_loss: 0.031189 | Time: 2488.64 ms
[2022-04-08 14:28:38 main:574] : INFO : Epoch 1880 | loss: 0.031174 | val_loss: 0.031191 | Time: 2157.15 ms
[2022-04-08 14:28:40 main:574] : INFO : Epoch 1881 | loss: 0.0311732 | val_loss: 0.0311894 | Time: 2671.91 ms
[2022-04-08 14:28:43 main:574] : INFO : Epoch 1882 | loss: 0.0311739 | val_loss: 0.0311879 | Time: 2670.59 ms
[2022-04-08 14:28:45 main:574] : INFO : Epoch 1883 | loss: 0.0311729 | val_loss: 0.0311907 | Time: 2435.38 ms
[2022-04-08 14:28:48 main:574] : INFO : Epoch 1884 | loss: 0.0311756 | val_loss: 0.0311897 | Time: 2204.89 ms
[2022-04-08 14:28:50 main:574] : INFO : Epoch 1885 | loss: 0.0311735 | val_loss: 0.0311886 | Time: 2629.15 ms
[2022-04-08 14:28:53 main:574] : INFO : Epoch 1886 | loss: 0.0311734 | val_loss: 0.0311888 | Time: 2677.91 ms
[2022-04-08 14:28:55 main:574] : INFO : Epoch 1887 | loss: 0.0311728 | val_loss: 0.031189 | Time: 2448.45 ms
[2022-04-08 14:28:58 main:574] : INFO : Epoch 1888 | loss: 0.0311731 | val_loss: 0.0311875 | Time: 2116.04 ms
[2022-04-08 14:29:00 main:574] : INFO : Epoch 1889 | loss: 0.0311728 | val_loss: 0.0311888 | Time: 2606.15 ms
[2022-04-08 14:29:03 main:574] : INFO : Epoch 1890 | loss: 0.0311728 | val_loss: 0.0311907 | Time: 2672.52 ms
[2022-04-08 14:29:05 main:574] : INFO : Epoch 1891 | loss: 0.031173 | val_loss: 0.0311868 | Time: 2519.85 ms
[2022-04-08 14:29:08 main:574] : INFO : Epoch 1892 | loss: 0.0311738 | val_loss: 0.0311913 | Time: 2101.81 ms
[2022-04-08 14:29:10 main:574] : INFO : Epoch 1893 | loss: 0.0311755 | val_loss: 0.0311908 | Time: 2644.35 ms
[2022-04-08 14:29:13 main:574] : INFO : Epoch 1894 | loss: 0.031173 | val_loss: 0.0311912 | Time: 2587.24 ms
[2022-04-08 14:29:15 main:574] : INFO : Epoch 1895 | loss: 0.0311719 | val_loss: 0.0311903 | Time: 2546.93 ms
[2022-04-08 14:29:17 main:574] : INFO : Epoch 1896 | loss: 0.0311708 | val_loss: 0.0311876 | Time: 2063.72 ms
[2022-04-08 14:29:20 main:574] : INFO : Epoch 1897 | loss: 0.0311702 | val_loss: 0.0311895 | Time: 2835.92 ms
[2022-04-08 14:29:23 main:574] : INFO : Epoch 1898 | loss: 0.0311704 | val_loss: 0.0311893 | Time: 2878.67 ms
[2022-04-08 14:29:26 main:574] : INFO : Epoch 1899 | loss: 0.0311706 | val_loss: 0.0311888 | Time: 2696.24 ms
[2022-04-08 14:29:28 main:574] : INFO : Epoch 1900 | loss: 0.0311705 | val_loss: 0.0311889 | Time: 2388.57 ms
[2022-04-08 14:29:31 main:574] : INFO : Epoch 1901 | loss: 0.0311726 | val_loss: 0.0311912 | Time: 2859.05 ms
[2022-04-08 14:29:34 main:574] : INFO : Epoch 1902 | loss: 0.0311712 | val_loss: 0.0311904 | Time: 2819.54 ms
[2022-04-08 14:29:36 main:574] : INFO : Epoch 1903 | loss: 0.0311722 | val_loss: 0.0311919 | Time: 2181.57 ms
[2022-04-08 14:29:39 main:574] : INFO : Epoch 1904 | loss: 0.0311762 | val_loss: 0.0311897 | Time: 2460.05 ms
[2022-04-08 14:29:41 main:574] : INFO : Epoch 1905 | loss: 0.0311744 | val_loss: 0.0311898 | Time: 2596.74 ms
[2022-04-08 14:29:44 main:574] : INFO : Epoch 1906 | loss: 0.0311747 | val_loss: 0.0311928 | Time: 2756.8 ms
[2022-04-08 14:29:46 main:574] : INFO : Epoch 1907 | loss: 0.0311747 | val_loss: 0.0311885 | Time: 2138.46 ms
[2022-04-08 14:29:49 main:574] : INFO : Epoch 1908 | loss: 0.0311735 | val_loss: 0.0311915 | Time: 2561.33 ms
[2022-04-08 14:29:51 main:574] : INFO : Epoch 1909 | loss: 0.0311735 | val_loss: 0.0311909 | Time: 2614.02 ms
[2022-04-08 14:29:54 main:574] : INFO : Epoch 1910 | loss: 0.0311745 | val_loss: 0.0311904 | Time: 2614.43 ms
[2022-04-08 14:29:56 main:574] : INFO : Epoch 1911 | loss: 0.0311721 | val_loss: 0.0311915 | Time: 2186.02 ms
[2022-04-08 14:29:59 main:574] : INFO : Epoch 1912 | loss: 0.0311723 | val_loss: 0.0311903 | Time: 2540.33 ms
[2022-04-08 14:30:01 main:574] : INFO : Epoch 1913 | loss: 0.0311719 | val_loss: 0.0311904 | Time: 2746.61 ms
[2022-04-08 14:30:04 main:574] : INFO : Epoch 1914 | loss: 0.0311715 | val_loss: 0.0311919 | Time: 2841.78 ms
[2022-04-08 14:30:06 main:574] : INFO : Epoch 1915 | loss: 0.0311711 | val_loss: 0.0311901 | Time: 2131.58 ms
[2022-04-08 14:30:09 main:574] : INFO : Epoch 1916 | loss: 0.0311698 | val_loss: 0.0311896 | Time: 2669.01 ms
[2022-04-08 14:30:12 main:574] : INFO : Epoch 1917 | loss: 0.0311704 | val_loss: 0.0311911 | Time: 2674.69 ms
[2022-04-08 14:30:15 main:574] : INFO : Epoch 1918 | loss: 0.0311705 | val_loss: 0.0311901 | Time: 2682.27 ms
[2022-04-08 14:30:17 main:574] : INFO : Epoch 1919 | loss: 0.0311695 | val_loss: 0.0311909 | Time: 2011.89 ms
[2022-04-08 14:30:19 main:574] : INFO : Epoch 1920 | loss: 0.0311704 | val_loss: 0.0311893 | Time: 2659.66 ms
[2022-04-08 14:30:22 main:574] : INFO : Epoch 1921 | loss: 0.0311707 | val_loss: 0.0311924 | Time: 2670.64 ms
[2022-04-08 14:30:25 main:574] : INFO : Epoch 1922 | loss: 0.0311838 | val_loss: 0.0311954 | Time: 2808.95 ms
[2022-04-08 14:30:27 main:574] : INFO : Epoch 1923 | loss: 0.031186 | val_loss: 0.0311912 | Time: 2102.52 ms
[2022-04-08 14:30:29 main:574] : INFO : Epoch 1924 | loss: 0.0311812 | val_loss: 0.0311887 | Time: 2651.99 ms
[2022-04-08 14:30:32 main:574] : INFO : Epoch 1925 | loss: 0.0311796 | val_loss: 0.0311909 | Time: 2646.63 ms
[2022-04-08 14:30:35 main:574] : INFO : Epoch 1926 | loss: 0.0311754 | val_loss: 0.0311887 | Time: 2619.13 ms
[2022-04-08 14:30:37 main:574] : INFO : Epoch 1927 | loss: 0.0311754 | val_loss: 0.0311886 | Time: 2041.24 ms
[2022-04-08 14:30:40 main:574] : INFO : Epoch 1928 | loss: 0.0311748 | val_loss: 0.0311897 | Time: 2683.29 ms
[2022-04-08 14:30:42 main:574] : INFO : Epoch 1929 | loss: 0.0311727 | val_loss: 0.0311896 | Time: 2898.73 ms
[2022-04-08 14:30:45 main:574] : INFO : Epoch 1930 | loss: 0.0311717 | val_loss: 0.0311887 | Time: 2614.64 ms
[2022-04-08 14:30:47 main:574] : INFO : Epoch 1931 | loss: 0.0311718 | val_loss: 0.0311878 | Time: 1985.86 ms
[2022-04-08 14:30:50 main:574] : INFO : Epoch 1932 | loss: 0.0311718 | val_loss: 0.0311883 | Time: 2669.49 ms
[2022-04-08 14:30:52 main:574] : INFO : Epoch 1933 | loss: 0.0311723 | val_loss: 0.031192 | Time: 2702.42 ms
[2022-04-08 14:30:55 main:574] : INFO : Epoch 1934 | loss: 0.0311714 | val_loss: 0.0311896 | Time: 2614.66 ms
[2022-04-08 14:30:57 main:574] : INFO : Epoch 1935 | loss: 0.0311718 | val_loss: 0.0311918 | Time: 2098.85 ms
[2022-04-08 14:31:00 main:574] : INFO : Epoch 1936 | loss: 0.0311716 | val_loss: 0.0311881 | Time: 2632 ms
[2022-04-08 14:31:03 main:574] : INFO : Epoch 1937 | loss: 0.0311718 | val_loss: 0.0311878 | Time: 3064.99 ms
[2022-04-08 14:31:06 main:574] : INFO : Epoch 1938 | loss: 0.0311718 | val_loss: 0.0311897 | Time: 2736.32 ms
[2022-04-08 14:31:08 main:574] : INFO : Epoch 1939 | loss: 0.0311728 | val_loss: 0.0311904 | Time: 2186.86 ms
[2022-04-08 14:31:11 main:574] : INFO : Epoch 1940 | loss: 0.0311723 | val_loss: 0.0311893 | Time: 2872.59 ms
[2022-04-08 14:31:14 main:574] : INFO : Epoch 1941 | loss: 0.0311712 | val_loss: 0.0311953 | Time: 2963.09 ms
[2022-04-08 14:31:16 main:574] : INFO : Epoch 1942 | loss: 0.0311759 | val_loss: 0.0311929 | Time: 2230.47 ms
[2022-04-08 14:31:18 main:574] : INFO : Epoch 1943 | loss: 0.0311996 | val_loss: 0.0312162 | Time: 2263.19 ms
[2022-04-08 14:31:21 main:574] : INFO : Epoch 1944 | loss: 0.0316787 | val_loss: 0.0316908 | Time: 2725.37 ms
[2022-04-08 14:31:24 main:574] : INFO : Epoch 1945 | loss: 0.0317192 | val_loss: 0.0312494 | Time: 2705.27 ms
[2022-04-08 14:31:26 main:574] : INFO : Epoch 1946 | loss: 0.0312451 | val_loss: 0.0312172 | Time: 2355.2 ms
[2022-04-08 14:31:28 main:574] : INFO : Epoch 1947 | loss: 0.0311926 | val_loss: 0.0311974 | Time: 2414.02 ms
[2022-04-08 14:31:31 main:574] : INFO : Epoch 1948 | loss: 0.0311828 | val_loss: 0.0311946 | Time: 2775.14 ms
[2022-04-08 14:31:34 main:574] : INFO : Epoch 1949 | loss: 0.0311804 | val_loss: 0.0311955 | Time: 2691.18 ms
[2022-04-08 14:31:36 main:574] : INFO : Epoch 1950 | loss: 0.0311824 | val_loss: 0.0312021 | Time: 2234.01 ms
[2022-04-08 14:31:39 main:574] : INFO : Epoch 1951 | loss: 0.0311805 | val_loss: 0.0311931 | Time: 2788.26 ms
[2022-04-08 14:31:42 main:574] : INFO : Epoch 1952 | loss: 0.0311794 | val_loss: 0.031193 | Time: 2686.04 ms
[2022-04-08 14:31:44 main:574] : INFO : Epoch 1953 | loss: 0.0311795 | val_loss: 0.0311969 | Time: 2613.43 ms
[2022-04-08 14:31:46 main:574] : INFO : Epoch 1954 | loss: 0.0311796 | val_loss: 0.0311935 | Time: 2088.35 ms
[2022-04-08 14:31:49 main:574] : INFO : Epoch 1955 | loss: 0.031178 | val_loss: 0.0311914 | Time: 2494.48 ms
[2022-04-08 14:31:52 main:574] : INFO : Epoch 1956 | loss: 0.0311787 | val_loss: 0.031192 | Time: 2715.38 ms
[2022-04-08 14:31:54 main:574] : INFO : Epoch 1957 | loss: 0.031178 | val_loss: 0.0311927 | Time: 2602.9 ms
[2022-04-08 14:31:56 main:574] : INFO : Epoch 1958 | loss: 0.0311776 | val_loss: 0.0311927 | Time: 2107.54 ms
[2022-04-08 14:31:59 main:574] : INFO : Epoch 1959 | loss: 0.0311771 | val_loss: 0.0311925 | Time: 2920.74 ms
[2022-04-08 14:32:02 main:574] : INFO : Epoch 1960 | loss: 0.0311772 | val_loss: 0.0311937 | Time: 2669.87 ms
[2022-04-08 14:32:05 main:574] : INFO : Epoch 1961 | loss: 0.0311783 | val_loss: 0.0311937 | Time: 2626.82 ms
[2022-04-08 14:32:07 main:574] : INFO : Epoch 1962 | loss: 0.0311782 | val_loss: 0.0311949 | Time: 1989.36 ms
[2022-04-08 14:32:09 main:574] : INFO : Epoch 1963 | loss: 0.0311774 | val_loss: 0.0311921 | Time: 2590.75 ms
[2022-04-08 14:32:12 main:574] : INFO : Epoch 1964 | loss: 0.0311765 | val_loss: 0.0311917 | Time: 2621.66 ms
[2022-04-08 14:32:14 main:574] : INFO : Epoch 1965 | loss: 0.0311762 | val_loss: 0.0311929 | Time: 2626.1 ms
[2022-04-08 14:32:17 main:574] : INFO : Epoch 1966 | loss: 0.0311764 | val_loss: 0.0311923 | Time: 2027.34 ms
[2022-04-08 14:32:19 main:574] : INFO : Epoch 1967 | loss: 0.0311754 | val_loss: 0.0311919 | Time: 2519.74 ms
[2022-04-08 14:32:22 main:574] : INFO : Epoch 1968 | loss: 0.0311763 | val_loss: 0.0311924 | Time: 2648.97 ms
[2022-04-08 14:32:24 main:574] : INFO : Epoch 1969 | loss: 0.031176 | val_loss: 0.0311925 | Time: 2612.68 ms
[2022-04-08 14:32:26 main:574] : INFO : Epoch 1970 | loss: 0.0311765 | val_loss: 0.0311931 | Time: 2140.3 ms
[2022-04-08 14:32:29 main:574] : INFO : Epoch 1971 | loss: 0.0311757 | val_loss: 0.0311913 | Time: 2573.44 ms
[2022-04-08 14:32:32 main:574] : INFO : Epoch 1972 | loss: 0.0311752 | val_loss: 0.0311964 | Time: 2695.33 ms
[2022-04-08 14:32:34 main:574] : INFO : Epoch 1973 | loss: 0.0311765 | val_loss: 0.0311932 | Time: 2643.84 ms
[2022-04-08 14:32:36 main:574] : INFO : Epoch 1974 | loss: 0.0311763 | val_loss: 0.0311936 | Time: 2060.71 ms
[2022-04-08 14:32:39 main:574] : INFO : Epoch 1975 | loss: 0.0311761 | val_loss: 0.0311934 | Time: 2618.12 ms
[2022-04-08 14:32:42 main:574] : INFO : Epoch 1976 | loss: 0.0311761 | val_loss: 0.0311926 | Time: 2635.65 ms
[2022-04-08 14:32:44 main:574] : INFO : Epoch 1977 | loss: 0.031175 | val_loss: 0.0311933 | Time: 2769.7 ms
[2022-04-08 14:32:47 main:574] : INFO : Epoch 1978 | loss: 0.031175 | val_loss: 0.0311932 | Time: 2028.11 ms
[2022-04-08 14:32:49 main:574] : INFO : Epoch 1979 | loss: 0.0311752 | val_loss: 0.0311942 | Time: 2517.46 ms
[2022-04-08 14:32:52 main:574] : INFO : Epoch 1980 | loss: 0.0311747 | val_loss: 0.0311942 | Time: 2607.4 ms
[2022-04-08 14:32:54 main:574] : INFO : Epoch 1981 | loss: 0.0311749 | val_loss: 0.0311939 | Time: 2704.77 ms
[2022-04-08 14:32:56 main:574] : INFO : Epoch 1982 | loss: 0.0311741 | val_loss: 0.0311952 | Time: 2070.19 ms
[2022-04-08 14:32:59 main:574] : INFO : Epoch 1983 | loss: 0.0311744 | val_loss: 0.0311914 | Time: 2547.26 ms
[2022-04-08 14:33:02 main:574] : INFO : Epoch 1984 | loss: 0.0311752 | val_loss: 0.0311902 | Time: 2684.22 ms
[2022-04-08 14:33:04 main:574] : INFO : Epoch 1985 | loss: 0.0311743 | val_loss: 0.0311885 | Time: 2614.92 ms
[2022-04-08 14:33:06 main:574] : INFO : Epoch 1986 | loss: 0.0311732 | val_loss: 0.0311892 | Time: 2085.39 ms
[2022-04-08 14:33:09 main:574] : INFO : Epoch 1987 | loss: 0.0311728 | val_loss: 0.0311908 | Time: 2482.79 ms
[2022-04-08 14:33:12 main:574] : INFO : Epoch 1988 | loss: 0.0311724 | val_loss: 0.0311894 | Time: 2976.67 ms
[2022-04-08 14:33:15 main:574] : INFO : Epoch 1989 | loss: 0.0311726 | val_loss: 0.0311918 | Time: 2751.48 ms
[2022-04-08 14:33:17 main:574] : INFO : Epoch 1990 | loss: 0.0311732 | val_loss: 0.0311888 | Time: 2012.1 ms
[2022-04-08 14:33:19 main:574] : INFO : Epoch 1991 | loss: 0.0311722 | val_loss: 0.03119 | Time: 2782.04 ms
[2022-04-08 14:33:22 main:574] : INFO : Epoch 1992 | loss: 0.0311738 | val_loss: 0.0311949 | Time: 2971.53 ms
[2022-04-08 14:33:25 main:574] : INFO : Epoch 1993 | loss: 0.0311742 | val_loss: 0.0311943 | Time: 2899.36 ms
[2022-04-08 14:33:28 main:574] : INFO : Epoch 1994 | loss: 0.0311718 | val_loss: 0.0311911 | Time: 2128.77 ms
[2022-04-08 14:33:30 main:574] : INFO : Epoch 1995 | loss: 0.0311704 | val_loss: 0.0311926 | Time: 2942.98 ms
[2022-04-08 14:33:33 main:574] : INFO : Epoch 1996 | loss: 0.0311704 | val_loss: 0.0311935 | Time: 2989.22 ms
[2022-04-08 14:33:36 main:574] : INFO : Epoch 1997 | loss: 0.0311737 | val_loss: 0.0311911 | Time: 2532.54 ms
[2022-04-08 14:33:38 main:574] : INFO : Epoch 1998 | loss: 0.0311715 | val_loss: 0.0311905 | Time: 2402 ms
[2022-04-08 14:33:41 main:574] : INFO : Epoch 1999 | loss: 0.0311702 | val_loss: 0.0311902 | Time: 3035.51 ms
[2022-04-08 14:33:44 main:574] : INFO : Epoch 2000 | loss: 0.03117 | val_loss: 0.0311898 | Time: 2923.37 ms
[2022-04-08 14:33:47 main:574] : INFO : Epoch 2001 | loss: 0.03117 | val_loss: 0.0311893 | Time: 2169.87 ms
[2022-04-08 14:33:49 main:574] : INFO : Epoch 2002 | loss: 0.0311697 | val_loss: 0.0311915 | Time: 2866.81 ms
[2022-04-08 14:33:53 main:574] : INFO : Epoch 2003 | loss: 0.0311712 | val_loss: 0.0311913 | Time: 3120.56 ms
[2022-04-08 14:33:56 main:574] : INFO : Epoch 2004 | loss: 0.0311708 | val_loss: 0.0311916 | Time: 3269.22 ms
[2022-04-08 14:33:58 main:574] : INFO : Epoch 2005 | loss: 0.0311709 | val_loss: 0.0311902 | Time: 2405.52 ms
[2022-04-08 14:34:01 main:574] : INFO : Epoch 2006 | loss: 0.0311696 | val_loss: 0.0311904 | Time: 2939.73 ms
[2022-04-08 14:34:05 main:574] : INFO : Epoch 2007 | loss: 0.0311685 | val_loss: 0.03119 | Time: 3244.89 ms
[2022-04-08 14:34:07 main:574] : INFO : Epoch 2008 | loss: 0.0311685 | val_loss: 0.0311907 | Time: 2238.26 ms
[2022-04-08 14:34:10 main:574] : INFO : Epoch 2009 | loss: 0.0311694 | val_loss: 0.0311935 | Time: 2956.39 ms
[2022-04-08 14:34:13 main:574] : INFO : Epoch 2010 | loss: 0.0311703 | val_loss: 0.031191 | Time: 2955.89 ms
[2022-04-08 14:34:16 main:574] : INFO : Epoch 2011 | loss: 0.0311693 | val_loss: 0.031191 | Time: 2955.57 ms
[2022-04-08 14:34:18 main:574] : INFO : Epoch 2012 | loss: 0.0311722 | val_loss: 0.0311924 | Time: 2096.41 ms
[2022-04-08 14:34:21 main:574] : INFO : Epoch 2013 | loss: 0.0311733 | val_loss: 0.031191 | Time: 2899.49 ms
[2022-04-08 14:34:24 main:574] : INFO : Epoch 2014 | loss: 0.0311742 | val_loss: 0.0311898 | Time: 3108.76 ms
[2022-04-08 14:34:26 main:574] : INFO : Epoch 2015 | loss: 0.0311722 | val_loss: 0.0311899 | Time: 2443.77 ms
[2022-04-08 14:34:29 main:574] : INFO : Epoch 2016 | loss: 0.0311734 | val_loss: 0.0311997 | Time: 2497.79 ms
[2022-04-08 14:34:32 main:574] : INFO : Epoch 2017 | loss: 0.0311859 | val_loss: 0.031202 | Time: 3110.64 ms
[2022-04-08 14:34:35 main:574] : INFO : Epoch 2018 | loss: 0.0311892 | val_loss: 0.0311996 | Time: 3135.51 ms
[2022-04-08 14:34:37 main:574] : INFO : Epoch 2019 | loss: 0.0311907 | val_loss: 0.0312007 | Time: 2245.95 ms
[2022-04-08 14:34:40 main:574] : INFO : Epoch 2020 | loss: 0.0311887 | val_loss: 0.0312036 | Time: 2931.79 ms
[2022-04-08 14:34:44 main:574] : INFO : Epoch 2021 | loss: 0.0311879 | val_loss: 0.0312023 | Time: 3232.54 ms
[2022-04-08 14:34:46 main:574] : INFO : Epoch 2022 | loss: 0.0311878 | val_loss: 0.0311995 | Time: 2749.45 ms
[2022-04-08 14:34:49 main:574] : INFO : Epoch 2023 | loss: 0.0311876 | val_loss: 0.0311996 | Time: 2673.03 ms
[2022-04-08 14:34:52 main:574] : INFO : Epoch 2024 | loss: 0.0311862 | val_loss: 0.0311978 | Time: 2965.77 ms
[2022-04-08 14:34:55 main:574] : INFO : Epoch 2025 | loss: 0.031184 | val_loss: 0.0311994 | Time: 2924.58 ms
[2022-04-08 14:34:57 main:574] : INFO : Epoch 2026 | loss: 0.0311842 | val_loss: 0.0311979 | Time: 2173.2 ms
[2022-04-08 14:35:00 main:574] : INFO : Epoch 2027 | loss: 0.0311833 | val_loss: 0.0311984 | Time: 2961.52 ms
[2022-04-08 14:35:03 main:574] : INFO : Epoch 2028 | loss: 0.0311822 | val_loss: 0.0311969 | Time: 2993.24 ms
[2022-04-08 14:35:06 main:574] : INFO : Epoch 2029 | loss: 0.0311831 | val_loss: 0.0311973 | Time: 2860.21 ms
[2022-04-08 14:35:08 main:574] : INFO : Epoch 2030 | loss: 0.031183 | val_loss: 0.0311971 | Time: 2291.48 ms
[2022-04-08 14:35:11 main:574] : INFO : Epoch 2031 | loss: 0.0311822 | val_loss: 0.0311946 | Time: 2953.3 ms
[2022-04-08 14:35:14 main:574] : INFO : Epoch 2032 | loss: 0.0311821 | val_loss: 0.0311954 | Time: 2839.12 ms
[2022-04-08 14:35:16 main:574] : INFO : Epoch 2033 | loss: 0.031183 | val_loss: 0.0311998 | Time: 2296.68 ms
[2022-04-08 14:35:19 main:574] : INFO : Epoch 2034 | loss: 0.0311843 | val_loss: 0.0311989 | Time: 2776.99 ms
[2022-04-08 14:35:22 main:574] : INFO : Epoch 2035 | loss: 0.0311835 | val_loss: 0.031197 | Time: 3007.39 ms
[2022-04-08 14:35:25 main:574] : INFO : Epoch 2036 | loss: 0.0311832 | val_loss: 0.0311969 | Time: 2790.88 ms
[2022-04-08 14:35:27 main:574] : INFO : Epoch 2037 | loss: 0.0311842 | val_loss: 0.0311954 | Time: 2262.43 ms
[2022-04-08 14:35:30 main:574] : INFO : Epoch 2038 | loss: 0.0311828 | val_loss: 0.0311951 | Time: 3108.95 ms
[2022-04-08 14:35:33 main:574] : INFO : Epoch 2039 | loss: 0.0311817 | val_loss: 0.0311952 | Time: 2981.09 ms
[2022-04-08 14:35:36 main:574] : INFO : Epoch 2040 | loss: 0.0311807 | val_loss: 0.0311984 | Time: 2707.68 ms
[2022-04-08 14:35:38 main:574] : INFO : Epoch 2041 | loss: 0.031183 | val_loss: 0.0311981 | Time: 2209.14 ms
[2022-04-08 14:35:41 main:574] : INFO : Epoch 2042 | loss: 0.0311821 | val_loss: 0.0312002 | Time: 2693.13 ms
[2022-04-08 14:35:44 main:574] : INFO : Epoch 2043 | loss: 0.0311834 | val_loss: 0.0311973 | Time: 2635.14 ms
[2022-04-08 14:35:46 main:574] : INFO : Epoch 2044 | loss: 0.0311837 | val_loss: 0.0311985 | Time: 2601.05 ms
[2022-04-08 14:35:48 main:574] : INFO : Epoch 2045 | loss: 0.0311806 | val_loss: 0.0311941 | Time: 2242.18 ms
[2022-04-08 14:35:51 main:574] : INFO : Epoch 2046 | loss: 0.0311797 | val_loss: 0.0311967 | Time: 2638.22 ms
[2022-04-08 14:35:54 main:574] : INFO : Epoch 2047 | loss: 0.0311827 | val_loss: 0.0311952 | Time: 2715.28 ms
[2022-04-08 14:35:56 main:574] : INFO : Epoch 2048 | loss: 0.0311821 | val_loss: 0.0311975 | Time: 2423.35 ms
[2022-04-08 14:35:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311975
[2022-04-08 14:35:56 main:603] : INFO : Saving end state to config to file
[2022-04-08 14:35:56 main:608] : INFO : Success, exiting..
14:35:56 (38320): 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)