Task 7803045
| Name | ParityModified-1631726643-31871-3_0 |
| Workunit | 5433982 |
| Created | 4 Oct 2021, 9:17:56 UTC |
| Sent | 14 Oct 2021, 8:22:34 UTC |
| Report deadline | 21 Oct 2021, 8:22:34 UTC |
| Received | 14 Oct 2021, 11:43:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15268 |
| Run time | 1 hours 39 min |
| CPU time | 1 hours 36 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,928.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311644 | val_loss: 0.0311812 | Time: 2855.35 ms
[2021-10-14 11:36:13 main:574] : INFO : Epoch 1543 | loss: 0.0311613 | val_loss: 0.031183 | Time: 2896.57 ms
[2021-10-14 11:36:16 main:574] : INFO : Epoch 1544 | loss: 0.0311594 | val_loss: 0.0311789 | Time: 3009.19 ms
[2021-10-14 11:36:19 main:574] : INFO : Epoch 1545 | loss: 0.0311618 | val_loss: 0.0311795 | Time: 2938.46 ms
[2021-10-14 11:36:22 main:574] : INFO : Epoch 1546 | loss: 0.0311617 | val_loss: 0.0311829 | Time: 2795.36 ms
[2021-10-14 11:36:25 main:574] : INFO : Epoch 1547 | loss: 0.0311587 | val_loss: 0.0311801 | Time: 2849.51 ms
[2021-10-14 11:36:27 main:574] : INFO : Epoch 1548 | loss: 0.0311582 | val_loss: 0.0311799 | Time: 2899.41 ms
[2021-10-14 11:36:30 main:574] : INFO : Epoch 1549 | loss: 0.0311609 | val_loss: 0.0311842 | Time: 2854.27 ms
[2021-10-14 11:36:33 main:574] : INFO : Epoch 1550 | loss: 0.0311611 | val_loss: 0.031187 | Time: 2813.71 ms
[2021-10-14 11:36:36 main:574] : INFO : Epoch 1551 | loss: 0.031168 | val_loss: 0.0311873 | Time: 2809.63 ms
[2021-10-14 11:36:39 main:574] : INFO : Epoch 1552 | loss: 0.0311673 | val_loss: 0.0311864 | Time: 2846.38 ms
[2021-10-14 11:36:42 main:574] : INFO : Epoch 1553 | loss: 0.0311652 | val_loss: 0.0311855 | Time: 2781.6 ms
[2021-10-14 11:36:44 main:574] : INFO : Epoch 1554 | loss: 0.031163 | val_loss: 0.0311807 | Time: 2783.51 ms
[2021-10-14 11:36:47 main:574] : INFO : Epoch 1555 | loss: 0.0311605 | val_loss: 0.031181 | Time: 2831.83 ms
[2021-10-14 11:36:50 main:574] : INFO : Epoch 1556 | loss: 0.0311703 | val_loss: 0.0311826 | Time: 2862.88 ms
[2021-10-14 11:36:53 main:574] : INFO : Epoch 1557 | loss: 0.0311701 | val_loss: 0.031181 | Time: 2823.22 ms
[2021-10-14 11:36:56 main:574] : INFO : Epoch 1558 | loss: 0.0311692 | val_loss: 0.0311793 | Time: 2947.69 ms
[2021-10-14 11:36:59 main:574] : INFO : Epoch 1559 | loss: 0.0311676 | val_loss: 0.0311792 | Time: 2844.91 ms
[2021-10-14 11:37:02 main:574] : INFO : Epoch 1560 | loss: 0.0311663 | val_loss: 0.0311783 | Time: 2886.74 ms
[2021-10-14 11:37:04 main:574] : INFO : Epoch 1561 | loss: 0.0311661 | val_loss: 0.0311788 | Time: 2772.6 ms
[2021-10-14 11:37:07 main:574] : INFO : Epoch 1562 | loss: 0.0311681 | val_loss: 0.0311827 | Time: 2824.33 ms
[2021-10-14 11:37:10 main:574] : INFO : Epoch 1563 | loss: 0.0311699 | val_loss: 0.0311789 | Time: 2859.27 ms
[2021-10-14 11:37:13 main:574] : INFO : Epoch 1564 | loss: 0.0311719 | val_loss: 0.0311849 | Time: 2804.08 ms
[2021-10-14 11:37:16 main:574] : INFO : Epoch 1565 | loss: 0.0311666 | val_loss: 0.0311842 | Time: 2841.5 ms
[2021-10-14 11:37:19 main:574] : INFO : Epoch 1566 | loss: 0.0311668 | val_loss: 0.0311792 | Time: 2803.72 ms
[2021-10-14 11:37:22 main:574] : INFO : Epoch 1567 | loss: 0.0311665 | val_loss: 0.0311808 | Time: 2863.37 ms
[2021-10-14 11:37:24 main:574] : INFO : Epoch 1568 | loss: 0.0311667 | val_loss: 0.0311809 | Time: 2828.35 ms
[2021-10-14 11:37:27 main:574] : INFO : Epoch 1569 | loss: 0.0311687 | val_loss: 0.0311853 | Time: 2791.59 ms
[2021-10-14 11:37:30 main:574] : INFO : Epoch 1570 | loss: 0.0311701 | val_loss: 0.0311836 | Time: 2866.69 ms
[2021-10-14 11:37:33 main:574] : INFO : Epoch 1571 | loss: 0.0311667 | val_loss: 0.0311805 | Time: 2841.62 ms
[2021-10-14 11:37:36 main:574] : INFO : Epoch 1572 | loss: 0.0311666 | val_loss: 0.0311831 | Time: 2907.39 ms
[2021-10-14 11:37:39 main:574] : INFO : Epoch 1573 | loss: 0.0311651 | val_loss: 0.0311814 | Time: 2902.94 ms
[2021-10-14 11:37:42 main:574] : INFO : Epoch 1574 | loss: 0.0311684 | val_loss: 0.0311841 | Time: 2919.74 ms
[2021-10-14 11:37:44 main:574] : INFO : Epoch 1575 | loss: 0.0311711 | val_loss: 0.0311817 | Time: 2787.04 ms
[2021-10-14 11:37:47 main:574] : INFO : Epoch 1576 | loss: 0.0311693 | val_loss: 0.031183 | Time: 2816.31 ms
[2021-10-14 11:37:50 main:574] : INFO : Epoch 1577 | loss: 0.0311669 | val_loss: 0.0311857 | Time: 2827.81 ms
[2021-10-14 11:37:53 main:574] : INFO : Epoch 1578 | loss: 0.0311666 | val_loss: 0.0311828 | Time: 2848.28 ms
[2021-10-14 11:37:56 main:574] : INFO : Epoch 1579 | loss: 0.0311662 | val_loss: 0.0311823 | Time: 2809.95 ms
[2021-10-14 11:37:59 main:574] : INFO : Epoch 1580 | loss: 0.0311655 | val_loss: 0.0311824 | Time: 2837.37 ms
[2021-10-14 11:38:02 main:574] : INFO : Epoch 1581 | loss: 0.031172 | val_loss: 0.0311829 | Time: 2930.58 ms
[2021-10-14 11:38:04 main:574] : INFO : Epoch 1582 | loss: 0.0311717 | val_loss: 0.0311822 | Time: 2831.41 ms
[2021-10-14 11:38:07 main:574] : INFO : Epoch 1583 | loss: 0.0311698 | val_loss: 0.0311807 | Time: 2770.13 ms
[2021-10-14 11:38:10 main:574] : INFO : Epoch 1584 | loss: 0.0311685 | val_loss: 0.0311822 | Time: 2784.61 ms
[2021-10-14 11:38:13 main:574] : INFO : Epoch 1585 | loss: 0.0311692 | val_loss: 0.0311837 | Time: 2848.56 ms
[2021-10-14 11:38:16 main:574] : INFO : Epoch 1586 | loss: 0.0311697 | val_loss: 0.0311812 | Time: 2968.62 ms
[2021-10-14 11:38:19 main:574] : INFO : Epoch 1587 | loss: 0.0311689 | val_loss: 0.0311822 | Time: 2827.38 ms
[2021-10-14 11:38:22 main:574] : INFO : Epoch 1588 | loss: 0.031167 | val_loss: 0.0311827 | Time: 2872.88 ms
[2021-10-14 11:38:24 main:574] : INFO : Epoch 1589 | loss: 0.0311664 | val_loss: 0.0311838 | Time: 2741.27 ms
[2021-10-14 11:38:27 main:574] : INFO : Epoch 1590 | loss: 0.0311693 | val_loss: 0.0311928 | Time: 2795.19 ms
[2021-10-14 11:38:30 main:574] : INFO : Epoch 1591 | loss: 0.0311691 | val_loss: 0.0311849 | Time: 2757.79 ms
[2021-10-14 11:38:33 main:574] : INFO : Epoch 1592 | loss: 0.0311671 | val_loss: 0.0311867 | Time: 2865.39 ms
[2021-10-14 11:38:36 main:574] : INFO : Epoch 1593 | loss: 0.0311709 | val_loss: 0.0311924 | Time: 2829.06 ms
[2021-10-14 11:38:39 main:574] : INFO : Epoch 1594 | loss: 0.0311665 | val_loss: 0.0311858 | Time: 2891.39 ms
[2021-10-14 11:38:41 main:574] : INFO : Epoch 1595 | loss: 0.0311657 | val_loss: 0.0311828 | Time: 2848.57 ms
[2021-10-14 11:38:44 main:574] : INFO : Epoch 1596 | loss: 0.0311675 | val_loss: 0.0311837 | Time: 2831.6 ms
[2021-10-14 11:38:47 main:574] : INFO : Epoch 1597 | loss: 0.0311667 | val_loss: 0.0311876 | Time: 2814.76 ms
[2021-10-14 11:38:50 main:574] : INFO : Epoch 1598 | loss: 0.0311674 | val_loss: 0.0311816 | Time: 2778.39 ms
[2021-10-14 11:38:53 main:574] : INFO : Epoch 1599 | loss: 0.031168 | val_loss: 0.0311867 | Time: 2854.22 ms
[2021-10-14 11:38:56 main:574] : INFO : Epoch 1600 | loss: 0.031168 | val_loss: 0.0311829 | Time: 2940.62 ms
[2021-10-14 11:38:59 main:574] : INFO : Epoch 1601 | loss: 0.0311684 | val_loss: 0.0311873 | Time: 2933.34 ms
[2021-10-14 11:39:02 main:574] : INFO : Epoch 1602 | loss: 0.031171 | val_loss: 0.0311831 | Time: 2900.21 ms
[2021-10-14 11:39:04 main:574] : INFO : Epoch 1603 | loss: 0.0311688 | val_loss: 0.0311832 | Time: 2846.36 ms
[2021-10-14 11:39:07 main:574] : INFO : Epoch 1604 | loss: 0.0311685 | val_loss: 0.0311808 | Time: 2823.9 ms
[2021-10-14 11:39:10 main:574] : INFO : Epoch 1605 | loss: 0.0311707 | val_loss: 0.0311844 | Time: 2802.31 ms
[2021-10-14 11:39:13 main:574] : INFO : Epoch 1606 | loss: 0.0311729 | val_loss: 0.0311824 | Time: 2988.67 ms
[2021-10-14 11:39:16 main:574] : INFO : Epoch 1607 | loss: 0.0311691 | val_loss: 0.0311827 | Time: 2855.86 ms
[2021-10-14 11:39:19 main:574] : INFO : Epoch 1608 | loss: 0.0311671 | val_loss: 0.0311842 | Time: 2810.8 ms
[2021-10-14 11:39:22 main:574] : INFO : Epoch 1609 | loss: 0.0311682 | val_loss: 0.0311866 | Time: 2899.55 ms
[2021-10-14 11:39:25 main:574] : INFO : Epoch 1610 | loss: 0.0311736 | val_loss: 0.0311845 | Time: 3012.81 ms
[2021-10-14 11:39:27 main:574] : INFO : Epoch 1611 | loss: 0.0311701 | val_loss: 0.0311829 | Time: 2742.76 ms
[2021-10-14 11:39:30 main:574] : INFO : Epoch 1612 | loss: 0.0311693 | val_loss: 0.0311859 | Time: 2766 ms
[2021-10-14 11:39:33 main:574] : INFO : Epoch 1613 | loss: 0.0311668 | val_loss: 0.0311822 | Time: 2979.33 ms
[2021-10-14 11:39:36 main:574] : INFO : Epoch 1614 | loss: 0.0311678 | val_loss: 0.0311843 | Time: 2840.67 ms
[2021-10-14 11:39:39 main:574] : INFO : Epoch 1615 | loss: 0.0311681 | val_loss: 0.0311825 | Time: 2808.67 ms
[2021-10-14 11:39:42 main:574] : INFO : Epoch 1616 | loss: 0.031169 | val_loss: 0.0311843 | Time: 2875.62 ms
[2021-10-14 11:39:45 main:574] : INFO : Epoch 1617 | loss: 0.0311678 | val_loss: 0.0311907 | Time: 2804.27 ms
[2021-10-14 11:39:47 main:574] : INFO : Epoch 1618 | loss: 0.0311685 | val_loss: 0.0311891 | Time: 2764.39 ms
[2021-10-14 11:39:50 main:574] : INFO : Epoch 1619 | loss: 0.0311694 | val_loss: 0.0311835 | Time: 2836.07 ms
[2021-10-14 11:39:53 main:574] : INFO : Epoch 1620 | loss: 0.0311689 | val_loss: 0.0311919 | Time: 2886.52 ms
[2021-10-14 11:39:56 main:574] : INFO : Epoch 1621 | loss: 0.0311665 | val_loss: 0.0311832 | Time: 3005.1 ms
[2021-10-14 11:39:59 main:574] : INFO : Epoch 1622 | loss: 0.0311653 | val_loss: 0.0311866 | Time: 2918.51 ms
[2021-10-14 11:40:02 main:574] : INFO : Epoch 1623 | loss: 0.0311658 | val_loss: 0.0311853 | Time: 2929.83 ms
[2021-10-14 11:40:05 main:574] : INFO : Epoch 1624 | loss: 0.0311662 | val_loss: 0.0311828 | Time: 2755.04 ms
[2021-10-14 11:40:08 main:574] : INFO : Epoch 1625 | loss: 0.0311656 | val_loss: 0.0311866 | Time: 2751.47 ms
[2021-10-14 11:40:10 main:574] : INFO : Epoch 1626 | loss: 0.0311649 | val_loss: 0.0311817 | Time: 2753.66 ms
[2021-10-14 11:40:13 main:574] : INFO : Epoch 1627 | loss: 0.0311669 | val_loss: 0.0311847 | Time: 2816.77 ms
[2021-10-14 11:40:16 main:574] : INFO : Epoch 1628 | loss: 0.0311705 | val_loss: 0.0311878 | Time: 2879.75 ms
[2021-10-14 11:40:19 main:574] : INFO : Epoch 1629 | loss: 0.0311655 | val_loss: 0.0311831 | Time: 2879.8 ms
[2021-10-14 11:40:22 main:574] : INFO : Epoch 1630 | loss: 0.031166 | val_loss: 0.0311879 | Time: 2931.09 ms
[2021-10-14 11:40:25 main:574] : INFO : Epoch 1631 | loss: 0.031164 | val_loss: 0.0311873 | Time: 2878.32 ms
[2021-10-14 11:40:28 main:574] : INFO : Epoch 1632 | loss: 0.0311659 | val_loss: 0.0311867 | Time: 2806.96 ms
[2021-10-14 11:40:30 main:574] : INFO : Epoch 1633 | loss: 0.0311676 | val_loss: 0.0311905 | Time: 2754.44 ms
[2021-10-14 11:40:33 main:574] : INFO : Epoch 1634 | loss: 0.0311669 | val_loss: 0.0311902 | Time: 2884.61 ms
[2021-10-14 11:40:36 main:574] : INFO : Epoch 1635 | loss: 0.0311667 | val_loss: 0.0311832 | Time: 2866.89 ms
[2021-10-14 11:40:39 main:574] : INFO : Epoch 1636 | loss: 0.0311642 | val_loss: 0.0311818 | Time: 2881.82 ms
[2021-10-14 11:40:42 main:574] : INFO : Epoch 1637 | loss: 0.0311656 | val_loss: 0.0311852 | Time: 2912.15 ms
[2021-10-14 11:40:45 main:574] : INFO : Epoch 1638 | loss: 0.0311677 | val_loss: 0.0311826 | Time: 2776.04 ms
[2021-10-14 11:40:48 main:574] : INFO : Epoch 1639 | loss: 0.0311645 | val_loss: 0.0311871 | Time: 2772.58 ms
[2021-10-14 11:40:50 main:574] : INFO : Epoch 1640 | loss: 0.0311629 | val_loss: 0.0311848 | Time: 2772.12 ms
[2021-10-14 11:40:53 main:574] : INFO : Epoch 1641 | loss: 0.0311637 | val_loss: 0.0311855 | Time: 2826.42 ms
[2021-10-14 11:40:56 main:574] : INFO : Epoch 1642 | loss: 0.0311621 | val_loss: 0.0311839 | Time: 2873.67 ms
[2021-10-14 11:40:59 main:574] : INFO : Epoch 1643 | loss: 0.0311642 | val_loss: 0.0311872 | Time: 3016.38 ms
[2021-10-14 11:41:02 main:574] : INFO : Epoch 1644 | loss: 0.0311646 | val_loss: 0.031185 | Time: 2862.4 ms
[2021-10-14 11:41:05 main:574] : INFO : Epoch 1645 | loss: 0.0311665 | val_loss: 0.0311831 | Time: 2865.87 ms
[2021-10-14 11:41:08 main:574] : INFO : Epoch 1646 | loss: 0.0311648 | val_loss: 0.0311851 | Time: 2752.03 ms
[2021-10-14 11:41:10 main:574] : INFO : Epoch 1647 | loss: 0.0311644 | val_loss: 0.0311834 | Time: 2770.42 ms
[2021-10-14 11:41:13 main:574] : INFO : Epoch 1648 | loss: 0.0311644 | val_loss: 0.0311836 | Time: 2850.11 ms
[2021-10-14 11:41:16 main:574] : INFO : Epoch 1649 | loss: 0.0311636 | val_loss: 0.0311885 | Time: 3044.59 ms
[2021-10-14 11:41:19 main:574] : INFO : Epoch 1650 | loss: 0.031171 | val_loss: 0.0311854 | Time: 2919.51 ms
[2021-10-14 11:41:22 main:574] : INFO : Epoch 1651 | loss: 0.0311704 | val_loss: 0.031188 | Time: 2906.43 ms
[2021-10-14 11:41:25 main:574] : INFO : Epoch 1652 | loss: 0.03117 | val_loss: 0.0311847 | Time: 2896.05 ms
[2021-10-14 11:41:28 main:574] : INFO : Epoch 1653 | loss: 0.0311664 | val_loss: 0.0311856 | Time: 2781.96 ms
[2021-10-14 11:41:31 main:574] : INFO : Epoch 1654 | loss: 0.031165 | val_loss: 0.031184 | Time: 2781.69 ms
[2021-10-14 11:41:33 main:574] : INFO : Epoch 1655 | loss: 0.0311635 | val_loss: 0.031183 | Time: 2808.98 ms
[2021-10-14 11:41:36 main:574] : INFO : Epoch 1656 | loss: 0.0311626 | val_loss: 0.0311823 | Time: 2843.47 ms
[2021-10-14 11:41:39 main:574] : INFO : Epoch 1657 | loss: 0.0311637 | val_loss: 0.0311879 | Time: 2798.34 ms
[2021-10-14 11:41:42 main:574] : INFO : Epoch 1658 | loss: 0.031163 | val_loss: 0.0311862 | Time: 2861.63 ms
[2021-10-14 11:41:45 main:574] : INFO : Epoch 1659 | loss: 0.0311618 | val_loss: 0.0311835 | Time: 2905.26 ms
[2021-10-14 11:41:48 main:574] : INFO : Epoch 1660 | loss: 0.0311631 | val_loss: 0.0311835 | Time: 2823.49 ms
[2021-10-14 11:41:51 main:574] : INFO : Epoch 1661 | loss: 0.0311604 | val_loss: 0.031184 | Time: 2833.55 ms
[2021-10-14 11:41:54 main:574] : INFO : Epoch 1662 | loss: 0.0311617 | val_loss: 0.0311854 | Time: 2887.34 ms
[2021-10-14 11:41:56 main:574] : INFO : Epoch 1663 | loss: 0.0311614 | val_loss: 0.0311814 | Time: 2835.32 ms
[2021-10-14 11:41:59 main:574] : INFO : Epoch 1664 | loss: 0.0311645 | val_loss: 0.031192 | Time: 2838.89 ms
[2021-10-14 11:42:02 main:574] : INFO : Epoch 1665 | loss: 0.0311638 | val_loss: 0.0311854 | Time: 2931.92 ms
[2021-10-14 11:42:05 main:574] : INFO : Epoch 1666 | loss: 0.0311616 | val_loss: 0.0311848 | Time: 2810.05 ms
[2021-10-14 11:42:08 main:574] : INFO : Epoch 1667 | loss: 0.0311606 | val_loss: 0.0311872 | Time: 2734.41 ms
[2021-10-14 11:42:11 main:574] : INFO : Epoch 1668 | loss: 0.0311608 | val_loss: 0.031183 | Time: 2864.97 ms
[2021-10-14 11:42:13 main:574] : INFO : Epoch 1669 | loss: 0.0311619 | val_loss: 0.0311857 | Time: 2813.56 ms
[2021-10-14 11:42:16 main:574] : INFO : Epoch 1670 | loss: 0.0311614 | val_loss: 0.0311826 | Time: 2872.07 ms
[2021-10-14 11:42:19 main:574] : INFO : Epoch 1671 | loss: 0.0311609 | val_loss: 0.031185 | Time: 2857 ms
[2021-10-14 11:42:22 main:574] : INFO : Epoch 1672 | loss: 0.0311607 | val_loss: 0.0311851 | Time: 2896.18 ms
[2021-10-14 11:42:25 main:574] : INFO : Epoch 1673 | loss: 0.0311613 | val_loss: 0.031192 | Time: 2885.11 ms
[2021-10-14 11:42:28 main:574] : INFO : Epoch 1674 | loss: 0.031162 | val_loss: 0.031185 | Time: 2730.41 ms
[2021-10-14 11:42:30 main:574] : INFO : Epoch 1675 | loss: 0.0311596 | val_loss: 0.0311829 | Time: 2751.65 ms
[2021-10-14 11:42:33 main:574] : INFO : Epoch 1676 | loss: 0.0311602 | val_loss: 0.0311917 | Time: 2826.81 ms
[2021-10-14 11:42:36 main:574] : INFO : Epoch 1677 | loss: 0.0311619 | val_loss: 0.0311905 | Time: 2929.63 ms
[2021-10-14 11:42:39 main:574] : INFO : Epoch 1678 | loss: 0.0311596 | val_loss: 0.0311846 | Time: 2881.19 ms
[2021-10-14 11:42:42 main:574] : INFO : Epoch 1679 | loss: 0.0311586 | val_loss: 0.0312005 | Time: 2935.96 ms
[2021-10-14 11:42:45 main:574] : INFO : Epoch 1680 | loss: 0.0311603 | val_loss: 0.0312077 | Time: 3006.8 ms
[2021-10-14 11:42:48 main:574] : INFO : Epoch 1681 | loss: 0.031159 | val_loss: 0.031278 | Time: 3093.97 ms
[2021-10-14 11:42:51 main:574] : INFO : Epoch 1682 | loss: 0.0311586 | val_loss: 0.0311839 | Time: 2919.41 ms
[2021-10-14 11:42:54 main:574] : INFO : Epoch 1683 | loss: 0.0311591 | val_loss: 0.0311886 | Time: 3102.69 ms
[2021-10-14 11:42:57 main:574] : INFO : Epoch 1684 | loss: 0.0311599 | val_loss: 0.0311905 | Time: 3140.32 ms
[2021-10-14 11:43:01 main:574] : INFO : Epoch 1685 | loss: 0.0311619 | val_loss: 0.0311826 | Time: 3287.74 ms
[2021-10-14 11:43:04 main:574] : INFO : Epoch 1686 | loss: 0.0311617 | val_loss: 0.0311826 | Time: 3167.95 ms
[2021-10-14 11:43:07 main:574] : INFO : Epoch 1687 | loss: 0.0311607 | val_loss: 0.0311821 | Time: 2853.22 ms
[2021-10-14 11:43:10 main:574] : INFO : Epoch 1688 | loss: 0.0311593 | val_loss: 0.0311837 | Time: 2834.11 ms
[2021-10-14 11:43:12 main:574] : INFO : Epoch 1689 | loss: 0.0311589 | val_loss: 0.0311817 | Time: 2829.53 ms
[2021-10-14 11:43:15 main:574] : INFO : Epoch 1690 | loss: 0.0311604 | val_loss: 0.0311865 | Time: 2909.54 ms
[2021-10-14 11:43:18 main:574] : INFO : Epoch 1691 | loss: 0.03116 | val_loss: 0.0311848 | Time: 2805.66 ms
[2021-10-14 11:43:21 main:574] : INFO : Epoch 1692 | loss: 0.0311612 | val_loss: 0.0311822 | Time: 2852.88 ms
[2021-10-14 11:43:24 main:574] : INFO : Epoch 1693 | loss: 0.0311599 | val_loss: 0.0311835 | Time: 2859.98 ms
[2021-10-14 11:43:27 main:574] : INFO : Epoch 1694 | loss: 0.0311606 | val_loss: 0.03118 | Time: 2859.53 ms
[2021-10-14 11:43:30 main:574] : INFO : Epoch 1695 | loss: 0.0311659 | val_loss: 0.0311841 | Time: 2852.76 ms
[2021-10-14 11:43:33 main:574] : INFO : Epoch 1696 | loss: 0.0311657 | val_loss: 0.0311812 | Time: 2873.76 ms
[2021-10-14 11:43:35 main:574] : INFO : Epoch 1697 | loss: 0.0311647 | val_loss: 0.0311831 | Time: 2772.24 ms
[2021-10-14 11:43:38 main:574] : INFO : Epoch 1698 | loss: 0.0311644 | val_loss: 0.0311813 | Time: 2736.82 ms
[2021-10-14 11:43:41 main:574] : INFO : Epoch 1699 | loss: 0.0311624 | val_loss: 0.0311816 | Time: 2780.02 ms
[2021-10-14 11:43:44 main:574] : INFO : Epoch 1700 | loss: 0.0311635 | val_loss: 0.0311882 | Time: 2859.62 ms
[2021-10-14 11:43:47 main:574] : INFO : Epoch 1701 | loss: 0.0311653 | val_loss: 0.0311843 | Time: 2841.63 ms
[2021-10-14 11:43:49 main:574] : INFO : Epoch 1702 | loss: 0.0311628 | val_loss: 0.0311842 | Time: 2829.84 ms
[2021-10-14 11:43:52 main:574] : INFO : Epoch 1703 | loss: 0.031164 | val_loss: 0.0311862 | Time: 2808.44 ms
[2021-10-14 11:43:55 main:574] : INFO : Epoch 1704 | loss: 0.0311662 | val_loss: 0.0311838 | Time: 2886.14 ms
[2021-10-14 11:43:58 main:574] : INFO : Epoch 1705 | loss: 0.0311627 | val_loss: 0.0311842 | Time: 2733.55 ms
[2021-10-14 11:44:01 main:574] : INFO : Epoch 1706 | loss: 0.0311623 | val_loss: 0.0311837 | Time: 2910.77 ms
[2021-10-14 11:44:04 main:574] : INFO : Epoch 1707 | loss: 0.031165 | val_loss: 0.031186 | Time: 3081.02 ms
[2021-10-14 11:44:07 main:574] : INFO : Epoch 1708 | loss: 0.0311668 | val_loss: 0.0311838 | Time: 3111.42 ms
[2021-10-14 11:44:10 main:574] : INFO : Epoch 1709 | loss: 0.031166 | val_loss: 0.0311852 | Time: 3050.66 ms
[2021-10-14 11:44:13 main:574] : INFO : Epoch 1710 | loss: 0.031167 | val_loss: 0.0311894 | Time: 3072.12 ms
[2021-10-14 11:44:16 main:574] : INFO : Epoch 1711 | loss: 0.0311659 | val_loss: 0.0311853 | Time: 3044.98 ms
[2021-10-14 11:44:19 main:574] : INFO : Epoch 1712 | loss: 0.0311696 | val_loss: 0.031185 | Time: 3178.75 ms
[2021-10-14 11:44:23 main:574] : INFO : Epoch 1713 | loss: 0.0311762 | val_loss: 0.031193 | Time: 3218.19 ms
[2021-10-14 11:44:26 main:574] : INFO : Epoch 1714 | loss: 0.0333298 | val_loss: 0.0357214 | Time: 2935.79 ms
[2021-10-14 11:44:29 main:574] : INFO : Epoch 1715 | loss: 0.0379657 | val_loss: 0.0354496 | Time: 3134.33 ms
[2021-10-14 11:44:32 main:574] : INFO : Epoch 1716 | loss: 0.0326208 | val_loss: 0.0313546 | Time: 3171.95 ms
[2021-10-14 11:44:35 main:574] : INFO : Epoch 1717 | loss: 0.0313703 | val_loss: 0.0312983 | Time: 2977.48 ms
[2021-10-14 11:44:38 main:574] : INFO : Epoch 1718 | loss: 0.0312329 | val_loss: 0.0312118 | Time: 2820.2 ms
[2021-10-14 11:44:41 main:574] : INFO : Epoch 1719 | loss: 0.0312055 | val_loss: 0.0311999 | Time: 2752.82 ms
[2021-10-14 11:44:43 main:574] : INFO : Epoch 1720 | loss: 0.0311963 | val_loss: 0.0311912 | Time: 2800.29 ms
[2021-10-14 11:44:46 main:574] : INFO : Epoch 1721 | loss: 0.0311905 | val_loss: 0.0311906 | Time: 2882.37 ms
[2021-10-14 11:44:49 main:574] : INFO : Epoch 1722 | loss: 0.0311899 | val_loss: 0.0311909 | Time: 2809.94 ms
[2021-10-14 11:44:52 main:574] : INFO : Epoch 1723 | loss: 0.0311895 | val_loss: 0.0311888 | Time: 2844.06 ms
[2021-10-14 11:44:55 main:574] : INFO : Epoch 1724 | loss: 0.0311883 | val_loss: 0.0311887 | Time: 2830.39 ms
[2021-10-14 11:44:58 main:574] : INFO : Epoch 1725 | loss: 0.0311877 | val_loss: 0.0311883 | Time: 2980.38 ms
[2021-10-14 11:45:01 main:574] : INFO : Epoch 1726 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 2770.37 ms
[2021-10-14 11:45:03 main:574] : INFO : Epoch 1727 | loss: 0.0311838 | val_loss: 0.0311826 | Time: 2776.75 ms
[2021-10-14 11:45:06 main:574] : INFO : Epoch 1728 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 2854.97 ms
[2021-10-14 11:45:09 main:574] : INFO : Epoch 1729 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 2932.02 ms
[2021-10-14 11:45:12 main:574] : INFO : Epoch 1730 | loss: 0.0311716 | val_loss: 0.0311788 | Time: 2827.72 ms
[2021-10-14 11:45:15 main:574] : INFO : Epoch 1731 | loss: 0.0311708 | val_loss: 0.0311805 | Time: 2849.5 ms
[2021-10-14 11:45:18 main:574] : INFO : Epoch 1732 | loss: 0.0311701 | val_loss: 0.0311798 | Time: 2879.45 ms
[2021-10-14 11:45:21 main:574] : INFO : Epoch 1733 | loss: 0.0311702 | val_loss: 0.0311799 | Time: 2730.86 ms
[2021-10-14 11:45:23 main:574] : INFO : Epoch 1734 | loss: 0.0311698 | val_loss: 0.0311815 | Time: 2779.51 ms
[2021-10-14 11:45:26 main:574] : INFO : Epoch 1735 | loss: 0.0311689 | val_loss: 0.0311786 | Time: 2831.9 ms
[2021-10-14 11:45:29 main:574] : INFO : Epoch 1736 | loss: 0.0311688 | val_loss: 0.0311801 | Time: 2902.66 ms
[2021-10-14 11:45:32 main:574] : INFO : Epoch 1737 | loss: 0.0311692 | val_loss: 0.0311796 | Time: 2864.27 ms
[2021-10-14 11:45:35 main:574] : INFO : Epoch 1738 | loss: 0.031168 | val_loss: 0.0311813 | Time: 2893.88 ms
[2021-10-14 11:45:38 main:574] : INFO : Epoch 1739 | loss: 0.0311686 | val_loss: 0.0311804 | Time: 2915.52 ms
[2021-10-14 11:45:41 main:574] : INFO : Epoch 1740 | loss: 0.0311686 | val_loss: 0.0311811 | Time: 2807.7 ms
[2021-10-14 11:45:43 main:574] : INFO : Epoch 1741 | loss: 0.0311677 | val_loss: 0.0311805 | Time: 2830.88 ms
[2021-10-14 11:45:46 main:574] : INFO : Epoch 1742 | loss: 0.0311671 | val_loss: 0.0311811 | Time: 2784.21 ms
[2021-10-14 11:45:49 main:574] : INFO : Epoch 1743 | loss: 0.0311675 | val_loss: 0.0311809 | Time: 3065.06 ms
[2021-10-14 11:45:52 main:574] : INFO : Epoch 1744 | loss: 0.0311674 | val_loss: 0.0311822 | Time: 2895.46 ms
[2021-10-14 11:45:55 main:574] : INFO : Epoch 1745 | loss: 0.0311666 | val_loss: 0.0311807 | Time: 2792.38 ms
[2021-10-14 11:45:58 main:574] : INFO : Epoch 1746 | loss: 0.0311675 | val_loss: 0.0311826 | Time: 2877.5 ms
[2021-10-14 11:46:01 main:574] : INFO : Epoch 1747 | loss: 0.0311673 | val_loss: 0.0311817 | Time: 2803.24 ms
[2021-10-14 11:46:04 main:574] : INFO : Epoch 1748 | loss: 0.0311671 | val_loss: 0.031182 | Time: 2756 ms
[2021-10-14 11:46:06 main:574] : INFO : Epoch 1749 | loss: 0.0311662 | val_loss: 0.0311828 | Time: 2783.65 ms
[2021-10-14 11:46:09 main:574] : INFO : Epoch 1750 | loss: 0.0311655 | val_loss: 0.031182 | Time: 2905.4 ms
[2021-10-14 11:46:12 main:574] : INFO : Epoch 1751 | loss: 0.0311668 | val_loss: 0.0311798 | Time: 2858.66 ms
[2021-10-14 11:46:15 main:574] : INFO : Epoch 1752 | loss: 0.0311665 | val_loss: 0.0311813 | Time: 2954.8 ms
[2021-10-14 11:46:18 main:574] : INFO : Epoch 1753 | loss: 0.0311661 | val_loss: 0.0311845 | Time: 2831.15 ms
[2021-10-14 11:46:21 main:574] : INFO : Epoch 1754 | loss: 0.0311659 | val_loss: 0.0311829 | Time: 2784.95 ms
[2021-10-14 11:46:24 main:574] : INFO : Epoch 1755 | loss: 0.0311656 | val_loss: 0.0311847 | Time: 2785.29 ms
[2021-10-14 11:46:26 main:574] : INFO : Epoch 1756 | loss: 0.031165 | val_loss: 0.0311848 | Time: 2735.42 ms
[2021-10-14 11:46:29 main:574] : INFO : Epoch 1757 | loss: 0.0311649 | val_loss: 0.0311843 | Time: 2868.74 ms
[2021-10-14 11:46:32 main:574] : INFO : Epoch 1758 | loss: 0.0311652 | val_loss: 0.0311864 | Time: 2873.36 ms
[2021-10-14 11:46:35 main:574] : INFO : Epoch 1759 | loss: 0.0311652 | val_loss: 0.0311848 | Time: 2844.93 ms
[2021-10-14 11:46:38 main:574] : INFO : Epoch 1760 | loss: 0.0311653 | val_loss: 0.0311858 | Time: 2843.18 ms
[2021-10-14 11:46:41 main:574] : INFO : Epoch 1761 | loss: 0.0311661 | val_loss: 0.0311835 | Time: 2821.73 ms
[2021-10-14 11:46:43 main:574] : INFO : Epoch 1762 | loss: 0.0311652 | val_loss: 0.0311816 | Time: 2770.41 ms
[2021-10-14 11:46:46 main:574] : INFO : Epoch 1763 | loss: 0.0311648 | val_loss: 0.0311829 | Time: 2768.63 ms
[2021-10-14 11:46:49 main:574] : INFO : Epoch 1764 | loss: 0.0311653 | val_loss: 0.0311833 | Time: 2958.11 ms
[2021-10-14 11:46:52 main:574] : INFO : Epoch 1765 | loss: 0.0311651 | val_loss: 0.0311797 | Time: 2856.84 ms
[2021-10-14 11:46:55 main:574] : INFO : Epoch 1766 | loss: 0.031165 | val_loss: 0.0311812 | Time: 2910.97 ms
[2021-10-14 11:46:58 main:574] : INFO : Epoch 1767 | loss: 0.0311649 | val_loss: 0.0311836 | Time: 2905.28 ms
[2021-10-14 11:47:01 main:574] : INFO : Epoch 1768 | loss: 0.0311645 | val_loss: 0.0311818 | Time: 2859.98 ms
[2021-10-14 11:47:04 main:574] : INFO : Epoch 1769 | loss: 0.031165 | val_loss: 0.031185 | Time: 2835.16 ms
[2021-10-14 11:47:06 main:574] : INFO : Epoch 1770 | loss: 0.0311654 | val_loss: 0.0311837 | Time: 2774.99 ms
[2021-10-14 11:47:09 main:574] : INFO : Epoch 1771 | loss: 0.0311658 | val_loss: 0.0311834 | Time: 2922.41 ms
[2021-10-14 11:47:12 main:574] : INFO : Epoch 1772 | loss: 0.0311684 | val_loss: 0.0311837 | Time: 2958.9 ms
[2021-10-14 11:47:15 main:574] : INFO : Epoch 1773 | loss: 0.031167 | val_loss: 0.0311817 | Time: 2879.9 ms
[2021-10-14 11:47:18 main:574] : INFO : Epoch 1774 | loss: 0.0311661 | val_loss: 0.0311827 | Time: 2830.82 ms
[2021-10-14 11:47:21 main:574] : INFO : Epoch 1775 | loss: 0.0311652 | val_loss: 0.0311811 | Time: 2821.52 ms
[2021-10-14 11:47:24 main:574] : INFO : Epoch 1776 | loss: 0.0311647 | val_loss: 0.0311798 | Time: 2752.29 ms
[2021-10-14 11:47:26 main:574] : INFO : Epoch 1777 | loss: 0.031165 | val_loss: 0.031181 | Time: 2720.85 ms
[2021-10-14 11:47:29 main:574] : INFO : Epoch 1778 | loss: 0.0311646 | val_loss: 0.0311813 | Time: 2836.28 ms
[2021-10-14 11:47:32 main:574] : INFO : Epoch 1779 | loss: 0.0311644 | val_loss: 0.0311849 | Time: 2874.36 ms
[2021-10-14 11:47:35 main:574] : INFO : Epoch 1780 | loss: 0.0311649 | val_loss: 0.0311832 | Time: 2877.13 ms
[2021-10-14 11:47:38 main:574] : INFO : Epoch 1781 | loss: 0.0311652 | val_loss: 0.0311868 | Time: 2912.06 ms
[2021-10-14 11:47:41 main:574] : INFO : Epoch 1782 | loss: 0.0311664 | val_loss: 0.0311852 | Time: 2852.19 ms
[2021-10-14 11:47:44 main:574] : INFO : Epoch 1783 | loss: 0.0311649 | val_loss: 0.0311829 | Time: 2786.89 ms
[2021-10-14 11:47:46 main:574] : INFO : Epoch 1784 | loss: 0.0311653 | val_loss: 0.0311836 | Time: 2756.27 ms
[2021-10-14 11:47:49 main:574] : INFO : Epoch 1785 | loss: 0.031164 | val_loss: 0.0311822 | Time: 2768.19 ms
[2021-10-14 11:47:52 main:574] : INFO : Epoch 1786 | loss: 0.0311639 | val_loss: 0.0311815 | Time: 2904.54 ms
[2021-10-14 11:47:55 main:574] : INFO : Epoch 1787 | loss: 0.031164 | val_loss: 0.031182 | Time: 3006.26 ms
[2021-10-14 11:47:58 main:574] : INFO : Epoch 1788 | loss: 0.0311632 | val_loss: 0.0311813 | Time: 2864.44 ms
[2021-10-14 11:48:01 main:574] : INFO : Epoch 1789 | loss: 0.0311627 | val_loss: 0.0311834 | Time: 2983.31 ms
[2021-10-14 11:48:04 main:574] : INFO : Epoch 1790 | loss: 0.031163 | val_loss: 0.0311861 | Time: 2785.85 ms
[2021-10-14 11:48:06 main:574] : INFO : Epoch 1791 | loss: 0.0311627 | val_loss: 0.0311846 | Time: 2782.75 ms
[2021-10-14 11:48:09 main:574] : INFO : Epoch 1792 | loss: 0.0311631 | val_loss: 0.0311828 | Time: 2858.1 ms
[2021-10-14 11:48:12 main:574] : INFO : Epoch 1793 | loss: 0.0311628 | val_loss: 0.0311845 | Time: 2801.93 ms
[2021-10-14 11:48:15 main:574] : INFO : Epoch 1794 | loss: 0.0311629 | val_loss: 0.0311837 | Time: 2919.78 ms
[2021-10-14 11:48:18 main:574] : INFO : Epoch 1795 | loss: 0.0311623 | val_loss: 0.0311817 | Time: 2895.76 ms
[2021-10-14 11:48:21 main:574] : INFO : Epoch 1796 | loss: 0.0311635 | val_loss: 0.0311822 | Time: 2961.81 ms
[2021-10-14 11:48:24 main:574] : INFO : Epoch 1797 | loss: 0.0311627 | val_loss: 0.031182 | Time: 2809.7 ms
[2021-10-14 11:48:27 main:574] : INFO : Epoch 1798 | loss: 0.0311633 | val_loss: 0.0311817 | Time: 2844.18 ms
[2021-10-14 11:48:30 main:574] : INFO : Epoch 1799 | loss: 0.031163 | val_loss: 0.0311824 | Time: 2988.25 ms
[2021-10-14 11:48:33 main:574] : INFO : Epoch 1800 | loss: 0.0311626 | val_loss: 0.0311851 | Time: 2884.38 ms
[2021-10-14 11:48:35 main:574] : INFO : Epoch 1801 | loss: 0.0311642 | val_loss: 0.031186 | Time: 2910.61 ms
[2021-10-14 11:48:38 main:574] : INFO : Epoch 1802 | loss: 0.0311668 | val_loss: 0.0311816 | Time: 2840.15 ms
[2021-10-14 11:48:41 main:574] : INFO : Epoch 1803 | loss: 0.0311677 | val_loss: 0.0311818 | Time: 2809.11 ms
[2021-10-14 11:48:44 main:574] : INFO : Epoch 1804 | loss: 0.0311657 | val_loss: 0.0311811 | Time: 2788.61 ms
[2021-10-14 11:48:47 main:574] : INFO : Epoch 1805 | loss: 0.0311655 | val_loss: 0.0311822 | Time: 2821.1 ms
[2021-10-14 11:48:50 main:574] : INFO : Epoch 1806 | loss: 0.0311649 | val_loss: 0.0311824 | Time: 2900.32 ms
[2021-10-14 11:48:53 main:574] : INFO : Epoch 1807 | loss: 0.0311646 | val_loss: 0.0311843 | Time: 2808 ms
[2021-10-14 11:48:55 main:574] : INFO : Epoch 1808 | loss: 0.0311646 | val_loss: 0.0311817 | Time: 2846.89 ms
[2021-10-14 11:48:58 main:574] : INFO : Epoch 1809 | loss: 0.0311645 | val_loss: 0.0311828 | Time: 3007.13 ms
[2021-10-14 11:49:01 main:574] : INFO : Epoch 1810 | loss: 0.0311637 | val_loss: 0.0311837 | Time: 2804.19 ms
[2021-10-14 11:49:04 main:574] : INFO : Epoch 1811 | loss: 0.0311638 | val_loss: 0.0311844 | Time: 2779.53 ms
[2021-10-14 11:49:07 main:574] : INFO : Epoch 1812 | loss: 0.0311633 | val_loss: 0.0311836 | Time: 2732.07 ms
[2021-10-14 11:49:10 main:574] : INFO : Epoch 1813 | loss: 0.0311624 | val_loss: 0.0311842 | Time: 2792 ms
[2021-10-14 11:49:13 main:574] : INFO : Epoch 1814 | loss: 0.0311627 | val_loss: 0.0311863 | Time: 2821.46 ms
[2021-10-14 11:49:16 main:574] : INFO : Epoch 1815 | loss: 0.0311629 | val_loss: 0.0311832 | Time: 2935.33 ms
[2021-10-14 11:49:18 main:574] : INFO : Epoch 1816 | loss: 0.0311628 | val_loss: 0.0311796 | Time: 2927.87 ms
[2021-10-14 11:49:21 main:574] : INFO : Epoch 1817 | loss: 0.0311645 | val_loss: 0.0311808 | Time: 2813.35 ms
[2021-10-14 11:49:24 main:574] : INFO : Epoch 1818 | loss: 0.0311661 | val_loss: 0.0311808 | Time: 2761.55 ms
[2021-10-14 11:49:27 main:574] : INFO : Epoch 1819 | loss: 0.0311655 | val_loss: 0.0311823 | Time: 2916.83 ms
[2021-10-14 11:49:30 main:574] : INFO : Epoch 1820 | loss: 0.0311651 | val_loss: 0.0311803 | Time: 2843.97 ms
[2021-10-14 11:49:33 main:574] : INFO : Epoch 1821 | loss: 0.0311644 | val_loss: 0.0311805 | Time: 2872.4 ms
[2021-10-14 11:49:36 main:574] : INFO : Epoch 1822 | loss: 0.0311666 | val_loss: 0.0311831 | Time: 2874.13 ms
[2021-10-14 11:49:38 main:574] : INFO : Epoch 1823 | loss: 0.0311688 | val_loss: 0.0311828 | Time: 2841.95 ms
[2021-10-14 11:49:41 main:574] : INFO : Epoch 1824 | loss: 0.0311717 | val_loss: 0.0311831 | Time: 2751.6 ms
[2021-10-14 11:49:44 main:574] : INFO : Epoch 1825 | loss: 0.0311701 | val_loss: 0.031184 | Time: 2747.64 ms
[2021-10-14 11:49:47 main:574] : INFO : Epoch 1826 | loss: 0.03117 | val_loss: 0.031185 | Time: 2781.52 ms
[2021-10-14 11:49:50 main:574] : INFO : Epoch 1827 | loss: 0.03117 | val_loss: 0.0311819 | Time: 2989.44 ms
[2021-10-14 11:49:53 main:574] : INFO : Epoch 1828 | loss: 0.031171 | val_loss: 0.0311833 | Time: 2943.67 ms
[2021-10-14 11:49:56 main:574] : INFO : Epoch 1829 | loss: 0.0311695 | val_loss: 0.031183 | Time: 2957.9 ms
[2021-10-14 11:49:59 main:574] : INFO : Epoch 1830 | loss: 0.0311706 | val_loss: 0.0311832 | Time: 2865.38 ms
[2021-10-14 11:50:01 main:574] : INFO : Epoch 1831 | loss: 0.0311683 | val_loss: 0.0311824 | Time: 2866.57 ms
[2021-10-14 11:50:04 main:574] : INFO : Epoch 1832 | loss: 0.0311671 | val_loss: 0.0311834 | Time: 2815.2 ms
[2021-10-14 11:50:07 main:574] : INFO : Epoch 1833 | loss: 0.0311673 | val_loss: 0.0311826 | Time: 2789.82 ms
[2021-10-14 11:50:10 main:574] : INFO : Epoch 1834 | loss: 0.0311667 | val_loss: 0.0311816 | Time: 2844.69 ms
[2021-10-14 11:50:13 main:574] : INFO : Epoch 1835 | loss: 0.0311677 | val_loss: 0.0311836 | Time: 2811.3 ms
[2021-10-14 11:50:16 main:574] : INFO : Epoch 1836 | loss: 0.0311663 | val_loss: 0.0311845 | Time: 2836.23 ms
[2021-10-14 11:50:18 main:574] : INFO : Epoch 1837 | loss: 0.0311659 | val_loss: 0.0311828 | Time: 2839.78 ms
[2021-10-14 11:50:21 main:574] : INFO : Epoch 1838 | loss: 0.0311652 | val_loss: 0.0311818 | Time: 2825.13 ms
[2021-10-14 11:50:24 main:574] : INFO : Epoch 1839 | loss: 0.031166 | val_loss: 0.0311823 | Time: 2774.96 ms
[2021-10-14 11:50:27 main:574] : INFO : Epoch 1840 | loss: 0.0311647 | val_loss: 0.0311823 | Time: 2770.29 ms
[2021-10-14 11:50:30 main:574] : INFO : Epoch 1841 | loss: 0.0311652 | val_loss: 0.0311834 | Time: 2802.78 ms
[2021-10-14 11:50:33 main:574] : INFO : Epoch 1842 | loss: 0.0311654 | val_loss: 0.0311846 | Time: 2824.32 ms
[2021-10-14 11:50:35 main:574] : INFO : Epoch 1843 | loss: 0.0311646 | val_loss: 0.0311835 | Time: 2904.03 ms
[2021-10-14 11:50:38 main:574] : INFO : Epoch 1844 | loss: 0.0311656 | val_loss: 0.0311819 | Time: 2857.46 ms
[2021-10-14 11:50:41 main:574] : INFO : Epoch 1845 | loss: 0.031165 | val_loss: 0.0311851 | Time: 2861.03 ms
[2021-10-14 11:50:44 main:574] : INFO : Epoch 1846 | loss: 0.0311642 | val_loss: 0.0311855 | Time: 2881.29 ms
[2021-10-14 11:50:47 main:574] : INFO : Epoch 1847 | loss: 0.0311656 | val_loss: 0.0311835 | Time: 2792.03 ms
[2021-10-14 11:50:50 main:574] : INFO : Epoch 1848 | loss: 0.0311654 | val_loss: 0.0311835 | Time: 2913.98 ms
[2021-10-14 11:50:53 main:574] : INFO : Epoch 1849 | loss: 0.0311648 | val_loss: 0.0311821 | Time: 2970.46 ms
[2021-10-14 11:50:56 main:574] : INFO : Epoch 1850 | loss: 0.031165 | val_loss: 0.0311812 | Time: 2868.79 ms
[2021-10-14 11:50:59 main:574] : INFO : Epoch 1851 | loss: 0.0311635 | val_loss: 0.0311822 | Time: 2910.58 ms
[2021-10-14 11:51:01 main:574] : INFO : Epoch 1852 | loss: 0.0311638 | val_loss: 0.0311833 | Time: 2762.78 ms
[2021-10-14 11:51:04 main:574] : INFO : Epoch 1853 | loss: 0.0311631 | val_loss: 0.0311825 | Time: 2818.77 ms
[2021-10-14 11:51:07 main:574] : INFO : Epoch 1854 | loss: 0.0311634 | val_loss: 0.0311834 | Time: 2735.11 ms
[2021-10-14 11:51:10 main:574] : INFO : Epoch 1855 | loss: 0.0311636 | val_loss: 0.0311849 | Time: 2924.99 ms
[2021-10-14 11:51:13 main:574] : INFO : Epoch 1856 | loss: 0.031165 | val_loss: 0.0311838 | Time: 2841.67 ms
[2021-10-14 11:51:16 main:574] : INFO : Epoch 1857 | loss: 0.0311659 | val_loss: 0.0311833 | Time: 2960.88 ms
[2021-10-14 11:51:19 main:574] : INFO : Epoch 1858 | loss: 0.0311666 | val_loss: 0.0311844 | Time: 2990.99 ms
[2021-10-14 11:51:22 main:574] : INFO : Epoch 1859 | loss: 0.0311664 | val_loss: 0.0311853 | Time: 2814.13 ms
[2021-10-14 11:51:24 main:574] : INFO : Epoch 1860 | loss: 0.0311676 | val_loss: 0.0311853 | Time: 2774.45 ms
[2021-10-14 11:51:27 main:574] : INFO : Epoch 1861 | loss: 0.0311666 | val_loss: 0.031184 | Time: 2808.9 ms
[2021-10-14 11:51:30 main:574] : INFO : Epoch 1862 | loss: 0.0311658 | val_loss: 0.0311849 | Time: 2804.95 ms
[2021-10-14 11:51:34 main:574] : INFO : Epoch 1863 | loss: 0.0311666 | val_loss: 0.031189 | Time: 3784.18 ms
[2021-10-14 11:51:37 main:574] : INFO : Epoch 1864 | loss: 0.0311674 | val_loss: 0.0311854 | Time: 2782.82 ms
[2021-10-14 11:51:39 main:574] : INFO : Epoch 1865 | loss: 0.031165 | val_loss: 0.0311838 | Time: 2822.55 ms
[2021-10-14 11:51:42 main:574] : INFO : Epoch 1866 | loss: 0.0311645 | val_loss: 0.0311847 | Time: 2872.78 ms
[2021-10-14 11:51:45 main:574] : INFO : Epoch 1867 | loss: 0.0311671 | val_loss: 0.0311868 | Time: 2975.22 ms
[2021-10-14 11:51:48 main:574] : INFO : Epoch 1868 | loss: 0.0311701 | val_loss: 0.0311825 | Time: 2847.98 ms
[2021-10-14 11:51:51 main:574] : INFO : Epoch 1869 | loss: 0.0311681 | val_loss: 0.0311818 | Time: 2898.73 ms
[2021-10-14 11:51:54 main:574] : INFO : Epoch 1870 | loss: 0.0311679 | val_loss: 0.0311845 | Time: 2824.21 ms
[2021-10-14 11:51:57 main:574] : INFO : Epoch 1871 | loss: 0.0311667 | val_loss: 0.0311856 | Time: 2759.17 ms
[2021-10-14 11:51:59 main:574] : INFO : Epoch 1872 | loss: 0.0311673 | val_loss: 0.0311864 | Time: 2765.15 ms
[2021-10-14 11:52:02 main:574] : INFO : Epoch 1873 | loss: 0.0311686 | val_loss: 0.0311866 | Time: 2974.42 ms
[2021-10-14 11:52:05 main:574] : INFO : Epoch 1874 | loss: 0.0311676 | val_loss: 0.031185 | Time: 2899.91 ms
[2021-10-14 11:52:08 main:574] : INFO : Epoch 1875 | loss: 0.0311703 | val_loss: 0.0311873 | Time: 2904.36 ms
[2021-10-14 11:52:11 main:574] : INFO : Epoch 1876 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 3032.65 ms
[2021-10-14 11:52:14 main:574] : INFO : Epoch 1877 | loss: 0.0311757 | val_loss: 0.031185 | Time: 2815.82 ms
[2021-10-14 11:52:17 main:574] : INFO : Epoch 1878 | loss: 0.0311743 | val_loss: 0.0311821 | Time: 2841.53 ms
[2021-10-14 11:52:20 main:574] : INFO : Epoch 1879 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 2976.16 ms
[2021-10-14 11:52:23 main:574] : INFO : Epoch 1880 | loss: 0.0311735 | val_loss: 0.031181 | Time: 2892.65 ms
[2021-10-14 11:52:26 main:574] : INFO : Epoch 1881 | loss: 0.0311729 | val_loss: 0.0311813 | Time: 2885.6 ms
[2021-10-14 11:52:29 main:574] : INFO : Epoch 1882 | loss: 0.0311726 | val_loss: 0.0311835 | Time: 2887.71 ms
[2021-10-14 11:52:32 main:574] : INFO : Epoch 1883 | loss: 0.0311754 | val_loss: 0.0311872 | Time: 2874.3 ms
[2021-10-14 11:52:34 main:574] : INFO : Epoch 1884 | loss: 0.031176 | val_loss: 0.0311855 | Time: 2749.01 ms
[2021-10-14 11:52:37 main:574] : INFO : Epoch 1885 | loss: 0.0311749 | val_loss: 0.0311818 | Time: 2768.37 ms
[2021-10-14 11:52:40 main:574] : INFO : Epoch 1886 | loss: 0.0311715 | val_loss: 0.0311812 | Time: 2797.69 ms
[2021-10-14 11:52:43 main:574] : INFO : Epoch 1887 | loss: 0.0311728 | val_loss: 0.0311843 | Time: 2884.58 ms
[2021-10-14 11:52:46 main:574] : INFO : Epoch 1888 | loss: 0.0311727 | val_loss: 0.0311829 | Time: 2874.03 ms
[2021-10-14 11:52:49 main:574] : INFO : Epoch 1889 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 2848.64 ms
[2021-10-14 11:52:51 main:574] : INFO : Epoch 1890 | loss: 0.0311728 | val_loss: 0.0311836 | Time: 2851.38 ms
[2021-10-14 11:52:54 main:574] : INFO : Epoch 1891 | loss: 0.0311714 | val_loss: 0.0311822 | Time: 2803.52 ms
[2021-10-14 11:52:57 main:574] : INFO : Epoch 1892 | loss: 0.0311716 | val_loss: 0.0311793 | Time: 2869.33 ms
[2021-10-14 11:53:00 main:574] : INFO : Epoch 1893 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 2870.85 ms
[2021-10-14 11:53:03 main:574] : INFO : Epoch 1894 | loss: 0.0311716 | val_loss: 0.0311826 | Time: 2796.96 ms
[2021-10-14 11:53:06 main:574] : INFO : Epoch 1895 | loss: 0.0311705 | val_loss: 0.0311816 | Time: 2857.81 ms
[2021-10-14 11:53:09 main:574] : INFO : Epoch 1896 | loss: 0.0311695 | val_loss: 0.0311816 | Time: 2935.35 ms
[2021-10-14 11:53:12 main:574] : INFO : Epoch 1897 | loss: 0.0311686 | val_loss: 0.031181 | Time: 2843.85 ms
[2021-10-14 11:53:14 main:574] : INFO : Epoch 1898 | loss: 0.031169 | val_loss: 0.0311803 | Time: 2765.91 ms
[2021-10-14 11:53:17 main:574] : INFO : Epoch 1899 | loss: 0.0311686 | val_loss: 0.0311827 | Time: 2783.09 ms
[2021-10-14 11:53:20 main:574] : INFO : Epoch 1900 | loss: 0.0311685 | val_loss: 0.0311809 | Time: 2835.07 ms
[2021-10-14 11:53:23 main:574] : INFO : Epoch 1901 | loss: 0.0311682 | val_loss: 0.0311824 | Time: 2813.13 ms
[2021-10-14 11:53:26 main:574] : INFO : Epoch 1902 | loss: 0.03117 | val_loss: 0.0311825 | Time: 2969.04 ms
[2021-10-14 11:53:29 main:574] : INFO : Epoch 1903 | loss: 0.031173 | val_loss: 0.0311801 | Time: 2859.38 ms
[2021-10-14 11:53:32 main:574] : INFO : Epoch 1904 | loss: 0.031173 | val_loss: 0.0311811 | Time: 2922.8 ms
[2021-10-14 11:53:34 main:574] : INFO : Epoch 1905 | loss: 0.0311697 | val_loss: 0.0311803 | Time: 2814.63 ms
[2021-10-14 11:53:37 main:574] : INFO : Epoch 1906 | loss: 0.0311723 | val_loss: 0.0311819 | Time: 2854.41 ms
[2021-10-14 11:53:40 main:574] : INFO : Epoch 1907 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 2835.18 ms
[2021-10-14 11:53:43 main:574] : INFO : Epoch 1908 | loss: 0.0311715 | val_loss: 0.0311837 | Time: 2882.06 ms
[2021-10-14 11:53:46 main:574] : INFO : Epoch 1909 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 2893.41 ms
[2021-10-14 11:53:49 main:574] : INFO : Epoch 1910 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 2890.64 ms
[2021-10-14 11:53:52 main:574] : INFO : Epoch 1911 | loss: 0.0311694 | val_loss: 0.0311806 | Time: 2832.37 ms
[2021-10-14 11:53:54 main:574] : INFO : Epoch 1912 | loss: 0.031169 | val_loss: 0.031181 | Time: 2756.25 ms
[2021-10-14 11:53:57 main:574] : INFO : Epoch 1913 | loss: 0.0311694 | val_loss: 0.03118 | Time: 2795.25 ms
[2021-10-14 11:54:00 main:574] : INFO : Epoch 1914 | loss: 0.0311683 | val_loss: 0.0311799 | Time: 2857.03 ms
[2021-10-14 11:54:03 main:574] : INFO : Epoch 1915 | loss: 0.031168 | val_loss: 0.0311821 | Time: 2826.41 ms
[2021-10-14 11:54:06 main:574] : INFO : Epoch 1916 | loss: 0.0311687 | val_loss: 0.0311816 | Time: 2822.48 ms
[2021-10-14 11:54:09 main:574] : INFO : Epoch 1917 | loss: 0.0311686 | val_loss: 0.0311809 | Time: 2871.47 ms
[2021-10-14 11:54:12 main:574] : INFO : Epoch 1918 | loss: 0.0311692 | val_loss: 0.0311828 | Time: 2888.75 ms
[2021-10-14 11:54:14 main:574] : INFO : Epoch 1919 | loss: 0.0311682 | val_loss: 0.0311806 | Time: 2733.01 ms
[2021-10-14 11:54:17 main:574] : INFO : Epoch 1920 | loss: 0.0311675 | val_loss: 0.031181 | Time: 2772.77 ms
[2021-10-14 11:54:20 main:574] : INFO : Epoch 1921 | loss: 0.0311682 | val_loss: 0.0311809 | Time: 2829.74 ms
[2021-10-14 11:54:23 main:574] : INFO : Epoch 1922 | loss: 0.0311672 | val_loss: 0.0311816 | Time: 2797.02 ms
[2021-10-14 11:54:26 main:574] : INFO : Epoch 1923 | loss: 0.0311698 | val_loss: 0.0311816 | Time: 2819.77 ms
[2021-10-14 11:54:29 main:574] : INFO : Epoch 1924 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 3061.67 ms
[2021-10-14 11:54:32 main:574] : INFO : Epoch 1925 | loss: 0.0311709 | val_loss: 0.0311823 | Time: 2905.74 ms
[2021-10-14 11:54:34 main:574] : INFO : Epoch 1926 | loss: 0.0311687 | val_loss: 0.0311825 | Time: 2819.69 ms
[2021-10-14 11:54:37 main:574] : INFO : Epoch 1927 | loss: 0.03117 | val_loss: 0.031182 | Time: 2763.49 ms
[2021-10-14 11:54:40 main:574] : INFO : Epoch 1928 | loss: 0.0311678 | val_loss: 0.0311818 | Time: 2726.87 ms
[2021-10-14 11:54:43 main:574] : INFO : Epoch 1929 | loss: 0.0311674 | val_loss: 0.0311824 | Time: 3002.57 ms
[2021-10-14 11:54:46 main:574] : INFO : Epoch 1930 | loss: 0.0311673 | val_loss: 0.0311862 | Time: 2893.86 ms
[2021-10-14 11:54:49 main:574] : INFO : Epoch 1931 | loss: 0.0311679 | val_loss: 0.0311857 | Time: 2856.9 ms
[2021-10-14 11:54:52 main:574] : INFO : Epoch 1932 | loss: 0.0311668 | val_loss: 0.0311843 | Time: 2929.28 ms
[2021-10-14 11:54:54 main:574] : INFO : Epoch 1933 | loss: 0.031167 | val_loss: 0.0311845 | Time: 2824.52 ms
[2021-10-14 11:54:57 main:574] : INFO : Epoch 1934 | loss: 0.031166 | val_loss: 0.0311846 | Time: 2823.17 ms
[2021-10-14 11:55:00 main:574] : INFO : Epoch 1935 | loss: 0.0311696 | val_loss: 0.0311831 | Time: 2894.99 ms
[2021-10-14 11:55:03 main:574] : INFO : Epoch 1936 | loss: 0.0311671 | val_loss: 0.0311823 | Time: 2960.1 ms
[2021-10-14 11:55:06 main:574] : INFO : Epoch 1937 | loss: 0.0311679 | val_loss: 0.0311842 | Time: 2945.04 ms
[2021-10-14 11:55:09 main:574] : INFO : Epoch 1938 | loss: 0.0311679 | val_loss: 0.0311827 | Time: 2873.12 ms
[2021-10-14 11:55:12 main:574] : INFO : Epoch 1939 | loss: 0.0311693 | val_loss: 0.0311839 | Time: 2913 ms
[2021-10-14 11:55:15 main:574] : INFO : Epoch 1940 | loss: 0.03117 | val_loss: 0.0311817 | Time: 2778.28 ms
[2021-10-14 11:55:18 main:574] : INFO : Epoch 1941 | loss: 0.0311694 | val_loss: 0.0311819 | Time: 2779.19 ms
[2021-10-14 11:55:20 main:574] : INFO : Epoch 1942 | loss: 0.0311684 | val_loss: 0.0311817 | Time: 2874.78 ms
[2021-10-14 11:55:23 main:574] : INFO : Epoch 1943 | loss: 0.031167 | val_loss: 0.0311819 | Time: 2813.44 ms
[2021-10-14 11:55:26 main:574] : INFO : Epoch 1944 | loss: 0.0311686 | val_loss: 0.0311825 | Time: 2895.47 ms
[2021-10-14 11:55:29 main:574] : INFO : Epoch 1945 | loss: 0.0311684 | val_loss: 0.0311843 | Time: 2827.57 ms
[2021-10-14 11:55:32 main:574] : INFO : Epoch 1946 | loss: 0.0311683 | val_loss: 0.0311858 | Time: 2829.18 ms
[2021-10-14 11:55:35 main:574] : INFO : Epoch 1947 | loss: 0.0311689 | val_loss: 0.0311858 | Time: 2768.45 ms
[2021-10-14 11:55:37 main:574] : INFO : Epoch 1948 | loss: 0.0311675 | val_loss: 0.0311817 | Time: 2792.68 ms
[2021-10-14 11:55:40 main:574] : INFO : Epoch 1949 | loss: 0.0311656 | val_loss: 0.0311822 | Time: 2755.28 ms
[2021-10-14 11:55:43 main:574] : INFO : Epoch 1950 | loss: 0.0311663 | val_loss: 0.0311803 | Time: 2865.08 ms
[2021-10-14 11:55:46 main:574] : INFO : Epoch 1951 | loss: 0.0311661 | val_loss: 0.0311821 | Time: 2921.17 ms
[2021-10-14 11:55:49 main:574] : INFO : Epoch 1952 | loss: 0.0311663 | val_loss: 0.0311838 | Time: 2848.76 ms
[2021-10-14 11:55:52 main:574] : INFO : Epoch 1953 | loss: 0.0311672 | val_loss: 0.0311873 | Time: 2970.85 ms
[2021-10-14 11:55:55 main:574] : INFO : Epoch 1954 | loss: 0.0311661 | val_loss: 0.0311815 | Time: 2795.6 ms
[2021-10-14 11:55:58 main:574] : INFO : Epoch 1955 | loss: 0.0311655 | val_loss: 0.0311822 | Time: 2860.79 ms
[2021-10-14 11:56:00 main:574] : INFO : Epoch 1956 | loss: 0.0311646 | val_loss: 0.0311814 | Time: 2912.34 ms
[2021-10-14 11:56:03 main:574] : INFO : Epoch 1957 | loss: 0.0311655 | val_loss: 0.0311887 | Time: 2919.08 ms
[2021-10-14 11:56:06 main:574] : INFO : Epoch 1958 | loss: 0.0311666 | val_loss: 0.0311806 | Time: 2866.86 ms
[2021-10-14 11:56:09 main:574] : INFO : Epoch 1959 | loss: 0.031166 | val_loss: 0.0311828 | Time: 2840.42 ms
[2021-10-14 11:56:12 main:574] : INFO : Epoch 1960 | loss: 0.0311655 | val_loss: 0.0311853 | Time: 2825.55 ms
[2021-10-14 11:56:15 main:574] : INFO : Epoch 1961 | loss: 0.0311646 | val_loss: 0.0311839 | Time: 2875.27 ms
[2021-10-14 11:56:18 main:574] : INFO : Epoch 1962 | loss: 0.0311635 | val_loss: 0.0311829 | Time: 2816.32 ms
[2021-10-14 11:56:21 main:574] : INFO : Epoch 1963 | loss: 0.0311633 | val_loss: 0.0311841 | Time: 2906.44 ms
[2021-10-14 11:56:23 main:574] : INFO : Epoch 1964 | loss: 0.0311641 | val_loss: 0.0311845 | Time: 2926.25 ms
[2021-10-14 11:56:26 main:574] : INFO : Epoch 1965 | loss: 0.0311646 | val_loss: 0.0311823 | Time: 2900.69 ms
[2021-10-14 11:56:29 main:574] : INFO : Epoch 1966 | loss: 0.0311637 | val_loss: 0.0311835 | Time: 2928.56 ms
[2021-10-14 11:56:32 main:574] : INFO : Epoch 1967 | loss: 0.031165 | val_loss: 0.0311826 | Time: 2866.47 ms
[2021-10-14 11:56:35 main:574] : INFO : Epoch 1968 | loss: 0.0311662 | val_loss: 0.0311874 | Time: 2806.63 ms
[2021-10-14 11:56:38 main:574] : INFO : Epoch 1969 | loss: 0.0311672 | val_loss: 0.0311864 | Time: 2754.53 ms
[2021-10-14 11:56:41 main:574] : INFO : Epoch 1970 | loss: 0.0311645 | val_loss: 0.0311817 | Time: 2877.43 ms
[2021-10-14 11:56:44 main:574] : INFO : Epoch 1971 | loss: 0.0311659 | val_loss: 0.0311832 | Time: 2886.46 ms
[2021-10-14 11:56:46 main:574] : INFO : Epoch 1972 | loss: 0.0311648 | val_loss: 0.0311854 | Time: 2851.23 ms
[2021-10-14 11:56:49 main:574] : INFO : Epoch 1973 | loss: 0.0311668 | val_loss: 0.0311827 | Time: 2860.01 ms
[2021-10-14 11:56:52 main:574] : INFO : Epoch 1974 | loss: 0.031166 | val_loss: 0.0311834 | Time: 2804.43 ms
[2021-10-14 11:56:55 main:574] : INFO : Epoch 1975 | loss: 0.0311677 | val_loss: 0.031181 | Time: 2755.4 ms
[2021-10-14 11:56:58 main:574] : INFO : Epoch 1976 | loss: 0.031166 | val_loss: 0.0311806 | Time: 2749.42 ms
[2021-10-14 11:57:01 main:574] : INFO : Epoch 1977 | loss: 0.0311656 | val_loss: 0.0311828 | Time: 2854.67 ms
[2021-10-14 11:57:03 main:574] : INFO : Epoch 1978 | loss: 0.031167 | val_loss: 0.0311812 | Time: 2855.11 ms
[2021-10-14 11:57:06 main:574] : INFO : Epoch 1979 | loss: 0.0311679 | val_loss: 0.0311833 | Time: 2828.68 ms
[2021-10-14 11:57:09 main:574] : INFO : Epoch 1980 | loss: 0.0311657 | val_loss: 0.0311812 | Time: 2851.47 ms
[2021-10-14 11:57:12 main:574] : INFO : Epoch 1981 | loss: 0.0311655 | val_loss: 0.031181 | Time: 2799.07 ms
[2021-10-14 11:57:15 main:574] : INFO : Epoch 1982 | loss: 0.0311643 | val_loss: 0.0311843 | Time: 2861.77 ms
[2021-10-14 11:57:18 main:574] : INFO : Epoch 1983 | loss: 0.0311642 | val_loss: 0.0311815 | Time: 2876.15 ms
[2021-10-14 11:57:21 main:574] : INFO : Epoch 1984 | loss: 0.0311638 | val_loss: 0.031182 | Time: 2834.89 ms
[2021-10-14 11:57:23 main:574] : INFO : Epoch 1985 | loss: 0.0311645 | val_loss: 0.03118 | Time: 2906.75 ms
[2021-10-14 11:57:26 main:574] : INFO : Epoch 1986 | loss: 0.0311631 | val_loss: 0.0311806 | Time: 2918.22 ms
[2021-10-14 11:57:29 main:574] : INFO : Epoch 1987 | loss: 0.0311642 | val_loss: 0.0311828 | Time: 2944.35 ms
[2021-10-14 11:57:32 main:574] : INFO : Epoch 1988 | loss: 0.0311649 | val_loss: 0.0311819 | Time: 2798.63 ms
[2021-10-14 11:57:35 main:574] : INFO : Epoch 1989 | loss: 0.0311651 | val_loss: 0.0311827 | Time: 2807.92 ms
[2021-10-14 11:57:38 main:574] : INFO : Epoch 1990 | loss: 0.0311642 | val_loss: 0.0311837 | Time: 2760.01 ms
[2021-10-14 11:57:41 main:574] : INFO : Epoch 1991 | loss: 0.0311644 | val_loss: 0.0311804 | Time: 2746.81 ms
[2021-10-14 11:57:43 main:574] : INFO : Epoch 1992 | loss: 0.0311631 | val_loss: 0.0311819 | Time: 2858.04 ms
[2021-10-14 11:57:46 main:574] : INFO : Epoch 1993 | loss: 0.0311637 | val_loss: 0.0311818 | Time: 2860.95 ms
[2021-10-14 11:57:49 main:574] : INFO : Epoch 1994 | loss: 0.031165 | val_loss: 0.0311834 | Time: 2843.01 ms
[2021-10-14 11:57:52 main:574] : INFO : Epoch 1995 | loss: 0.0311633 | val_loss: 0.0311862 | Time: 3009.59 ms
[2021-10-14 11:57:55 main:574] : INFO : Epoch 1996 | loss: 0.0311626 | val_loss: 0.0311827 | Time: 2798.03 ms
[2021-10-14 11:57:58 main:574] : INFO : Epoch 1997 | loss: 0.0311631 | val_loss: 0.0311816 | Time: 2788.78 ms
[2021-10-14 11:58:01 main:574] : INFO : Epoch 1998 | loss: 0.0311642 | val_loss: 0.0311884 | Time: 2769.04 ms
[2021-10-14 11:58:03 main:574] : INFO : Epoch 1999 | loss: 0.0311651 | val_loss: 0.0311837 | Time: 2919.74 ms
[2021-10-14 11:58:06 main:574] : INFO : Epoch 2000 | loss: 0.031165 | val_loss: 0.0311885 | Time: 2802.2 ms
[2021-10-14 11:58:09 main:574] : INFO : Epoch 2001 | loss: 0.031164 | val_loss: 0.0311854 | Time: 2915.9 ms
[2021-10-14 11:58:12 main:574] : INFO : Epoch 2002 | loss: 0.0311627 | val_loss: 0.0311822 | Time: 2842.59 ms
[2021-10-14 11:58:15 main:574] : INFO : Epoch 2003 | loss: 0.0311623 | val_loss: 0.0311856 | Time: 2850.24 ms
[2021-10-14 11:58:18 main:574] : INFO : Epoch 2004 | loss: 0.0311623 | val_loss: 0.0311848 | Time: 2773.38 ms
[2021-10-14 11:58:20 main:574] : INFO : Epoch 2005 | loss: 0.0311656 | val_loss: 0.0311839 | Time: 2746.63 ms
[2021-10-14 11:58:23 main:574] : INFO : Epoch 2006 | loss: 0.0311642 | val_loss: 0.0311836 | Time: 2872.3 ms
[2021-10-14 11:58:26 main:574] : INFO : Epoch 2007 | loss: 0.0311639 | val_loss: 0.0311831 | Time: 2867.02 ms
[2021-10-14 11:58:29 main:574] : INFO : Epoch 2008 | loss: 0.0311632 | val_loss: 0.0311866 | Time: 2788.85 ms
[2021-10-14 11:58:32 main:574] : INFO : Epoch 2009 | loss: 0.0311622 | val_loss: 0.0311851 | Time: 2804.84 ms
[2021-10-14 11:58:35 main:574] : INFO : Epoch 2010 | loss: 0.0311636 | val_loss: 0.0311829 | Time: 2938.05 ms
[2021-10-14 11:58:38 main:574] : INFO : Epoch 2011 | loss: 0.0311634 | val_loss: 0.0311832 | Time: 2827.41 ms
[2021-10-14 11:58:40 main:574] : INFO : Epoch 2012 | loss: 0.031164 | val_loss: 0.0311856 | Time: 2796.82 ms
[2021-10-14 11:58:44 main:574] : INFO : Epoch 2013 | loss: 0.0311623 | val_loss: 0.0311852 | Time: 3060.41 ms
[2021-10-14 11:58:46 main:574] : INFO : Epoch 2014 | loss: 0.0311636 | val_loss: 0.0311887 | Time: 2939.58 ms
[2021-10-14 11:58:49 main:574] : INFO : Epoch 2015 | loss: 0.0311654 | val_loss: 0.0311851 | Time: 2936.81 ms
[2021-10-14 11:58:52 main:574] : INFO : Epoch 2016 | loss: 0.0311626 | val_loss: 0.0311847 | Time: 2942.25 ms
[2021-10-14 11:58:55 main:574] : INFO : Epoch 2017 | loss: 0.0311653 | val_loss: 0.0311896 | Time: 2765.51 ms
[2021-10-14 11:58:58 main:574] : INFO : Epoch 2018 | loss: 0.0311671 | val_loss: 0.0311854 | Time: 2822.04 ms
[2021-10-14 11:59:01 main:574] : INFO : Epoch 2019 | loss: 0.0311652 | val_loss: 0.031183 | Time: 2979.91 ms
[2021-10-14 11:59:04 main:574] : INFO : Epoch 2020 | loss: 0.0311628 | val_loss: 0.0311865 | Time: 2884.39 ms
[2021-10-14 11:59:07 main:574] : INFO : Epoch 2021 | loss: 0.0311618 | val_loss: 0.0311864 | Time: 2828.54 ms
[2021-10-14 11:59:10 main:574] : INFO : Epoch 2022 | loss: 0.0311617 | val_loss: 0.0311845 | Time: 2978.5 ms
[2021-10-14 11:59:13 main:574] : INFO : Epoch 2023 | loss: 0.0311623 | val_loss: 0.031185 | Time: 2914.42 ms
[2021-10-14 11:59:15 main:574] : INFO : Epoch 2024 | loss: 0.0311633 | val_loss: 0.0311857 | Time: 2774.89 ms
[2021-10-14 11:59:18 main:574] : INFO : Epoch 2025 | loss: 0.0311627 | val_loss: 0.0311863 | Time: 2914.12 ms
[2021-10-14 11:59:21 main:574] : INFO : Epoch 2026 | loss: 0.0311625 | val_loss: 0.0311867 | Time: 2840.84 ms
[2021-10-14 11:59:24 main:574] : INFO : Epoch 2027 | loss: 0.031162 | val_loss: 0.0311833 | Time: 2839.95 ms
[2021-10-14 11:59:27 main:574] : INFO : Epoch 2028 | loss: 0.0311622 | val_loss: 0.0311838 | Time: 2814.58 ms
[2021-10-14 11:59:30 main:574] : INFO : Epoch 2029 | loss: 0.0311615 | val_loss: 0.0311822 | Time: 2860.56 ms
[2021-10-14 11:59:33 main:574] : INFO : Epoch 2030 | loss: 0.0311646 | val_loss: 0.0311858 | Time: 2850.76 ms
[2021-10-14 11:59:35 main:574] : INFO : Epoch 2031 | loss: 0.0311621 | val_loss: 0.0311815 | Time: 2785.1 ms
[2021-10-14 11:59:38 main:574] : INFO : Epoch 2032 | loss: 0.0311621 | val_loss: 0.0311851 | Time: 2793.96 ms
[2021-10-14 11:59:41 main:574] : INFO : Epoch 2033 | loss: 0.0311614 | val_loss: 0.0311886 | Time: 2867.75 ms
[2021-10-14 11:59:44 main:574] : INFO : Epoch 2034 | loss: 0.0311632 | val_loss: 0.0311917 | Time: 2821.67 ms
[2021-10-14 11:59:47 main:574] : INFO : Epoch 2035 | loss: 0.0311637 | val_loss: 0.0311845 | Time: 2808.35 ms
[2021-10-14 11:59:50 main:574] : INFO : Epoch 2036 | loss: 0.0311676 | val_loss: 0.0311831 | Time: 2853.71 ms
[2021-10-14 11:59:52 main:574] : INFO : Epoch 2037 | loss: 0.0311667 | val_loss: 0.0311839 | Time: 2867.02 ms
[2021-10-14 11:59:55 main:574] : INFO : Epoch 2038 | loss: 0.0311692 | val_loss: 0.0311813 | Time: 2757.48 ms
[2021-10-14 11:59:58 main:574] : INFO : Epoch 2039 | loss: 0.0311709 | val_loss: 0.0311854 | Time: 2823.63 ms
[2021-10-14 12:00:01 main:574] : INFO : Epoch 2040 | loss: 0.0311679 | val_loss: 0.0311924 | Time: 2915.89 ms
[2021-10-14 12:00:04 main:574] : INFO : Epoch 2041 | loss: 0.0311686 | val_loss: 0.0311841 | Time: 2936.79 ms
[2021-10-14 12:00:07 main:574] : INFO : Epoch 2042 | loss: 0.0311665 | val_loss: 0.0311826 | Time: 2935 ms
[2021-10-14 12:00:10 main:574] : INFO : Epoch 2043 | loss: 0.0311678 | val_loss: 0.0311833 | Time: 2972.24 ms
[2021-10-14 12:00:13 main:574] : INFO : Epoch 2044 | loss: 0.0311698 | val_loss: 0.0311819 | Time: 2818.78 ms
[2021-10-14 12:00:16 main:574] : INFO : Epoch 2045 | loss: 0.0311667 | val_loss: 0.031183 | Time: 2828.01 ms
[2021-10-14 12:00:18 main:574] : INFO : Epoch 2046 | loss: 0.0311668 | val_loss: 0.0311839 | Time: 2829.25 ms
[2021-10-14 12:00:21 main:574] : INFO : Epoch 2047 | loss: 0.0311656 | val_loss: 0.031183 | Time: 2882.74 ms
[2021-10-14 12:00:24 main:574] : INFO : Epoch 2048 | loss: 0.0311637 | val_loss: 0.0311842 | Time: 2932.13 ms
[2021-10-14 12:00:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311842
[2021-10-14 12:00:24 main:603] : INFO : Saving end state to config to file
[2021-10-14 12:00:24 main:608] : INFO : Success, exiting..
12:00:24 (17896): 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)