Task 3752424
| Name | ParityModified-1608763645-15759-7_1 |
| Workunit | 1867777 |
| Created | 21 Jan 2021, 21:44:47 UTC |
| Sent | 21 Jan 2021, 21:44:56 UTC |
| Report deadline | 28 Jan 2021, 21:44:56 UTC |
| Received | 22 Jan 2021, 6:12:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 1 hours 32 min 38 sec |
| CPU time | 1 hours 21 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 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: 0.0311799 | val_loss: 0.031191 | Time: 2648.91 ms
[2021-01-21 21:14:38 main:574] : INFO : Epoch 1543 | loss: 0.0311838 | val_loss: 0.0311866 | Time: 2668.73 ms
[2021-01-21 21:14:41 main:574] : INFO : Epoch 1544 | loss: 0.0311804 | val_loss: 0.0311844 | Time: 2704.63 ms
[2021-01-21 21:14:43 main:574] : INFO : Epoch 1545 | loss: 0.031179 | val_loss: 0.0311866 | Time: 2639.36 ms
[2021-01-21 21:14:46 main:574] : INFO : Epoch 1546 | loss: 0.0311796 | val_loss: 0.0311838 | Time: 2668.78 ms
[2021-01-21 21:14:49 main:574] : INFO : Epoch 1547 | loss: 0.0311789 | val_loss: 0.0311852 | Time: 2566.35 ms
[2021-01-21 21:14:51 main:574] : INFO : Epoch 1548 | loss: 0.0311793 | val_loss: 0.031186 | Time: 2672.53 ms
[2021-01-21 21:14:54 main:574] : INFO : Epoch 1549 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 2651.14 ms
[2021-01-21 21:14:57 main:574] : INFO : Epoch 1550 | loss: 0.0311801 | val_loss: 0.0311847 | Time: 2641.19 ms
[2021-01-21 21:15:00 main:574] : INFO : Epoch 1551 | loss: 0.0311796 | val_loss: 0.0311852 | Time: 2715.69 ms
[2021-01-21 21:15:02 main:574] : INFO : Epoch 1552 | loss: 0.0311792 | val_loss: 0.0311864 | Time: 2752.08 ms
[2021-01-21 21:15:05 main:574] : INFO : Epoch 1553 | loss: 0.0311795 | val_loss: 0.0311871 | Time: 2642.09 ms
[2021-01-21 21:15:08 main:574] : INFO : Epoch 1554 | loss: 0.0311794 | val_loss: 0.0311896 | Time: 2631.55 ms
[2021-01-21 21:15:10 main:574] : INFO : Epoch 1555 | loss: 0.0311811 | val_loss: 0.031189 | Time: 2676.75 ms
[2021-01-21 21:15:13 main:574] : INFO : Epoch 1556 | loss: 0.0311801 | val_loss: 0.0311869 | Time: 2675.4 ms
[2021-01-21 21:15:16 main:574] : INFO : Epoch 1557 | loss: 0.0311801 | val_loss: 0.0311887 | Time: 2629.97 ms
[2021-01-21 21:15:18 main:574] : INFO : Epoch 1558 | loss: 0.0311801 | val_loss: 0.0311879 | Time: 2680.48 ms
[2021-01-21 21:15:21 main:574] : INFO : Epoch 1559 | loss: 0.0311785 | val_loss: 0.0311885 | Time: 2666 ms
[2021-01-21 21:15:24 main:574] : INFO : Epoch 1560 | loss: 0.0311793 | val_loss: 0.0311867 | Time: 2633.82 ms
[2021-01-21 21:15:26 main:574] : INFO : Epoch 1561 | loss: 0.0311806 | val_loss: 0.0311885 | Time: 2692.4 ms
[2021-01-21 21:15:29 main:574] : INFO : Epoch 1562 | loss: 0.0311805 | val_loss: 0.0311867 | Time: 2707.34 ms
[2021-01-21 21:15:32 main:574] : INFO : Epoch 1563 | loss: 0.0311814 | val_loss: 0.0311893 | Time: 2568.83 ms
[2021-01-21 21:15:34 main:574] : INFO : Epoch 1564 | loss: 0.0311821 | val_loss: 0.031188 | Time: 2672.24 ms
[2021-01-21 21:15:37 main:574] : INFO : Epoch 1565 | loss: 0.0311822 | val_loss: 0.0311862 | Time: 2693.08 ms
[2021-01-21 21:15:40 main:574] : INFO : Epoch 1566 | loss: 0.0311839 | val_loss: 0.0311886 | Time: 2694.99 ms
[2021-01-21 21:15:43 main:574] : INFO : Epoch 1567 | loss: 0.0311876 | val_loss: 0.0311903 | Time: 2681.33 ms
[2021-01-21 21:15:45 main:574] : INFO : Epoch 1568 | loss: 0.0311839 | val_loss: 0.0311877 | Time: 2688.65 ms
[2021-01-21 21:15:48 main:574] : INFO : Epoch 1569 | loss: 0.0311835 | val_loss: 0.0311891 | Time: 2619.58 ms
[2021-01-21 21:15:51 main:574] : INFO : Epoch 1570 | loss: 0.0311831 | val_loss: 0.0311893 | Time: 2676.17 ms
[2021-01-21 21:15:54 main:574] : INFO : Epoch 1571 | loss: 0.0311814 | val_loss: 0.0311909 | Time: 2756.02 ms
[2021-01-21 21:15:56 main:574] : INFO : Epoch 1572 | loss: 0.0311801 | val_loss: 0.0311889 | Time: 2588.48 ms
[2021-01-21 21:15:59 main:574] : INFO : Epoch 1573 | loss: 0.0311806 | val_loss: 0.0311958 | Time: 2652.01 ms
[2021-01-21 21:16:01 main:574] : INFO : Epoch 1574 | loss: 0.0311813 | val_loss: 0.0311877 | Time: 2644.89 ms
[2021-01-21 21:16:04 main:574] : INFO : Epoch 1575 | loss: 0.0311818 | val_loss: 0.0311934 | Time: 2609.12 ms
[2021-01-21 21:16:07 main:574] : INFO : Epoch 1576 | loss: 0.0311789 | val_loss: 0.0311875 | Time: 2672.57 ms
[2021-01-21 21:16:10 main:574] : INFO : Epoch 1577 | loss: 0.0311786 | val_loss: 0.0311886 | Time: 2650.34 ms
[2021-01-21 21:16:12 main:574] : INFO : Epoch 1578 | loss: 0.0311785 | val_loss: 0.0311886 | Time: 2672.69 ms
[2021-01-21 21:16:15 main:574] : INFO : Epoch 1579 | loss: 0.0311782 | val_loss: 0.0311892 | Time: 2649.58 ms
[2021-01-21 21:16:18 main:574] : INFO : Epoch 1580 | loss: 0.0311792 | val_loss: 0.0311885 | Time: 2678.16 ms
[2021-01-21 21:16:20 main:574] : INFO : Epoch 1581 | loss: 0.0311794 | val_loss: 0.031191 | Time: 2662.62 ms
[2021-01-21 21:16:23 main:574] : INFO : Epoch 1582 | loss: 0.0311789 | val_loss: 0.0311928 | Time: 2612.15 ms
[2021-01-21 21:16:26 main:574] : INFO : Epoch 1583 | loss: 0.0311793 | val_loss: 0.0311883 | Time: 2667.91 ms
[2021-01-21 21:16:28 main:574] : INFO : Epoch 1584 | loss: 0.0311787 | val_loss: 0.0311906 | Time: 2723.11 ms
[2021-01-21 21:16:31 main:574] : INFO : Epoch 1585 | loss: 0.0311784 | val_loss: 0.0311883 | Time: 2643.44 ms
[2021-01-21 21:16:34 main:574] : INFO : Epoch 1586 | loss: 0.0311782 | val_loss: 0.031188 | Time: 2705.39 ms
[2021-01-21 21:16:36 main:574] : INFO : Epoch 1587 | loss: 0.0311797 | val_loss: 0.0311875 | Time: 2650.13 ms
[2021-01-21 21:16:39 main:574] : INFO : Epoch 1588 | loss: 0.0311786 | val_loss: 0.0311878 | Time: 2700.8 ms
[2021-01-21 21:16:42 main:574] : INFO : Epoch 1589 | loss: 0.0311781 | val_loss: 0.0311867 | Time: 2629.25 ms
[2021-01-21 21:16:45 main:574] : INFO : Epoch 1590 | loss: 0.0311781 | val_loss: 0.0311874 | Time: 2695.9 ms
[2021-01-21 21:16:47 main:574] : INFO : Epoch 1591 | loss: 0.0311783 | val_loss: 0.031192 | Time: 2579.21 ms
[2021-01-21 21:16:50 main:574] : INFO : Epoch 1592 | loss: 0.0311812 | val_loss: 0.0311879 | Time: 2680.23 ms
[2021-01-21 21:16:53 main:574] : INFO : Epoch 1593 | loss: 0.03118 | val_loss: 0.031188 | Time: 2651.69 ms
[2021-01-21 21:16:55 main:574] : INFO : Epoch 1594 | loss: 0.0311793 | val_loss: 0.0311896 | Time: 2650.77 ms
[2021-01-21 21:16:58 main:574] : INFO : Epoch 1595 | loss: 0.031182 | val_loss: 0.031189 | Time: 2692.47 ms
[2021-01-21 21:17:01 main:574] : INFO : Epoch 1596 | loss: 0.0311811 | val_loss: 0.03119 | Time: 2681.28 ms
[2021-01-21 21:17:04 main:574] : INFO : Epoch 1597 | loss: 0.0311808 | val_loss: 0.0311877 | Time: 2747.79 ms
[2021-01-21 21:17:06 main:574] : INFO : Epoch 1598 | loss: 0.0311795 | val_loss: 0.0311876 | Time: 2623.34 ms
[2021-01-21 21:17:09 main:574] : INFO : Epoch 1599 | loss: 0.0311802 | val_loss: 0.0311855 | Time: 2565.41 ms
[2021-01-21 21:17:11 main:574] : INFO : Epoch 1600 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 2642.7 ms
[2021-01-21 21:17:14 main:574] : INFO : Epoch 1601 | loss: 0.0311792 | val_loss: 0.0311881 | Time: 2683.03 ms
[2021-01-21 21:17:17 main:574] : INFO : Epoch 1602 | loss: 0.0311807 | val_loss: 0.0311909 | Time: 2664.23 ms
[2021-01-21 21:17:20 main:574] : INFO : Epoch 1603 | loss: 0.0311819 | val_loss: 0.0311916 | Time: 2691.6 ms
[2021-01-21 21:17:22 main:574] : INFO : Epoch 1604 | loss: 0.031183 | val_loss: 0.0311883 | Time: 2670.78 ms
[2021-01-21 21:17:25 main:574] : INFO : Epoch 1605 | loss: 0.0311857 | val_loss: 0.0311913 | Time: 2709.54 ms
[2021-01-21 21:17:28 main:574] : INFO : Epoch 1606 | loss: 0.0311818 | val_loss: 0.0311895 | Time: 2633.07 ms
[2021-01-21 21:17:30 main:574] : INFO : Epoch 1607 | loss: 0.0311805 | val_loss: 0.0311886 | Time: 2636.38 ms
[2021-01-21 21:17:33 main:574] : INFO : Epoch 1608 | loss: 0.0311817 | val_loss: 0.031187 | Time: 2642.08 ms
[2021-01-21 21:17:36 main:574] : INFO : Epoch 1609 | loss: 0.0311812 | val_loss: 0.0311883 | Time: 2721.81 ms
[2021-01-21 21:17:39 main:574] : INFO : Epoch 1610 | loss: 0.0311815 | val_loss: 0.0311884 | Time: 2661.7 ms
[2021-01-21 21:17:41 main:574] : INFO : Epoch 1611 | loss: 0.0311808 | val_loss: 0.0311849 | Time: 2738.7 ms
[2021-01-21 21:17:44 main:574] : INFO : Epoch 1612 | loss: 0.0311791 | val_loss: 0.0311839 | Time: 2609.5 ms
[2021-01-21 21:17:47 main:574] : INFO : Epoch 1613 | loss: 0.0311802 | val_loss: 0.0311845 | Time: 2622.51 ms
[2021-01-21 21:17:49 main:574] : INFO : Epoch 1614 | loss: 0.0311803 | val_loss: 0.0311853 | Time: 2672.81 ms
[2021-01-21 21:17:52 main:574] : INFO : Epoch 1615 | loss: 0.0311797 | val_loss: 0.0311865 | Time: 2678.62 ms
[2021-01-21 21:17:55 main:574] : INFO : Epoch 1616 | loss: 0.0311807 | val_loss: 0.0311846 | Time: 2656.11 ms
[2021-01-21 21:17:58 main:574] : INFO : Epoch 1617 | loss: 0.0311798 | val_loss: 0.0311849 | Time: 2732.82 ms
[2021-01-21 21:18:00 main:574] : INFO : Epoch 1618 | loss: 0.0311787 | val_loss: 0.0311844 | Time: 2675.11 ms
[2021-01-21 21:18:03 main:574] : INFO : Epoch 1619 | loss: 0.031178 | val_loss: 0.0311842 | Time: 2721.91 ms
[2021-01-21 21:18:06 main:574] : INFO : Epoch 1620 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 2664.88 ms
[2021-01-21 21:18:09 main:574] : INFO : Epoch 1621 | loss: 0.0311791 | val_loss: 0.0311846 | Time: 2755.96 ms
[2021-01-21 21:18:11 main:574] : INFO : Epoch 1622 | loss: 0.031179 | val_loss: 0.0311831 | Time: 2659.18 ms
[2021-01-21 21:18:14 main:574] : INFO : Epoch 1623 | loss: 0.0311792 | val_loss: 0.0311822 | Time: 2689.4 ms
[2021-01-21 21:18:17 main:574] : INFO : Epoch 1624 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 2680.37 ms
[2021-01-21 21:18:20 main:574] : INFO : Epoch 1625 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 2700.96 ms
[2021-01-21 21:18:22 main:574] : INFO : Epoch 1626 | loss: 0.0311795 | val_loss: 0.0311876 | Time: 2670.74 ms
[2021-01-21 21:18:25 main:574] : INFO : Epoch 1627 | loss: 0.0311796 | val_loss: 0.0311827 | Time: 2664.8 ms
[2021-01-21 21:18:28 main:574] : INFO : Epoch 1628 | loss: 0.0311787 | val_loss: 0.0311851 | Time: 2617.44 ms
[2021-01-21 21:18:31 main:574] : INFO : Epoch 1629 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 2701.53 ms
[2021-01-21 21:18:33 main:574] : INFO : Epoch 1630 | loss: 0.0311785 | val_loss: 0.0311869 | Time: 2694.94 ms
[2021-01-21 21:18:36 main:574] : INFO : Epoch 1631 | loss: 0.0311852 | val_loss: 0.0311899 | Time: 2708.25 ms
[2021-01-21 21:18:39 main:574] : INFO : Epoch 1632 | loss: 0.0311883 | val_loss: 0.0311908 | Time: 2636.17 ms
[2021-01-21 21:18:41 main:574] : INFO : Epoch 1633 | loss: 0.0311892 | val_loss: 0.0311913 | Time: 2708 ms
[2021-01-21 21:18:44 main:574] : INFO : Epoch 1634 | loss: 0.0311906 | val_loss: 0.031191 | Time: 2748.49 ms
[2021-01-21 21:18:47 main:574] : INFO : Epoch 1635 | loss: 0.0311892 | val_loss: 0.0311907 | Time: 2727.16 ms
[2021-01-21 21:18:50 main:574] : INFO : Epoch 1636 | loss: 0.0311878 | val_loss: 0.0311881 | Time: 2657.09 ms
[2021-01-21 21:18:53 main:574] : INFO : Epoch 1637 | loss: 0.0311835 | val_loss: 0.0311852 | Time: 2675.05 ms
[2021-01-21 21:18:55 main:574] : INFO : Epoch 1638 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 2619.1 ms
[2021-01-21 21:18:58 main:574] : INFO : Epoch 1639 | loss: 0.0311822 | val_loss: 0.0311861 | Time: 2671.41 ms
[2021-01-21 21:19:01 main:574] : INFO : Epoch 1640 | loss: 0.031181 | val_loss: 0.0311844 | Time: 2630.46 ms
[2021-01-21 21:19:03 main:574] : INFO : Epoch 1641 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 2712.17 ms
[2021-01-21 21:19:06 main:574] : INFO : Epoch 1642 | loss: 0.0311806 | val_loss: 0.0311841 | Time: 2668.29 ms
[2021-01-21 21:19:09 main:574] : INFO : Epoch 1643 | loss: 0.0311805 | val_loss: 0.0311843 | Time: 2693.01 ms
[2021-01-21 21:19:11 main:574] : INFO : Epoch 1644 | loss: 0.0311807 | val_loss: 0.0311862 | Time: 2688.14 ms
[2021-01-21 21:19:14 main:574] : INFO : Epoch 1645 | loss: 0.0311806 | val_loss: 0.0311857 | Time: 2629.15 ms
[2021-01-21 21:19:17 main:574] : INFO : Epoch 1646 | loss: 0.0311812 | val_loss: 0.0311893 | Time: 2714.49 ms
[2021-01-21 21:19:20 main:574] : INFO : Epoch 1647 | loss: 0.0311816 | val_loss: 0.0311892 | Time: 2685.73 ms
[2021-01-21 21:19:22 main:574] : INFO : Epoch 1648 | loss: 0.0311812 | val_loss: 0.0311853 | Time: 2674.88 ms
[2021-01-21 21:19:25 main:574] : INFO : Epoch 1649 | loss: 0.0311803 | val_loss: 0.0311872 | Time: 2619.91 ms
[2021-01-21 21:19:28 main:574] : INFO : Epoch 1650 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 2720.12 ms
[2021-01-21 21:19:31 main:574] : INFO : Epoch 1651 | loss: 0.0311783 | val_loss: 0.031185 | Time: 2632.32 ms
[2021-01-21 21:19:33 main:574] : INFO : Epoch 1652 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 2708.96 ms
[2021-01-21 21:19:36 main:574] : INFO : Epoch 1653 | loss: 0.0311799 | val_loss: 0.0311867 | Time: 2609.14 ms
[2021-01-21 21:19:39 main:574] : INFO : Epoch 1654 | loss: 0.031181 | val_loss: 0.0311853 | Time: 2739.67 ms
[2021-01-21 21:19:42 main:574] : INFO : Epoch 1655 | loss: 0.0311837 | val_loss: 0.0311874 | Time: 2797.67 ms
[2021-01-21 21:19:44 main:574] : INFO : Epoch 1656 | loss: 0.0311843 | val_loss: 0.0311881 | Time: 2738.96 ms
[2021-01-21 21:19:47 main:574] : INFO : Epoch 1657 | loss: 0.0311857 | val_loss: 0.031191 | Time: 2640.88 ms
[2021-01-21 21:19:50 main:574] : INFO : Epoch 1658 | loss: 0.0311845 | val_loss: 0.0311881 | Time: 2692.9 ms
[2021-01-21 21:19:52 main:574] : INFO : Epoch 1659 | loss: 0.0311858 | val_loss: 0.0311869 | Time: 2726.36 ms
[2021-01-21 21:19:55 main:574] : INFO : Epoch 1660 | loss: 0.0311857 | val_loss: 0.0311858 | Time: 2645.79 ms
[2021-01-21 21:19:58 main:574] : INFO : Epoch 1661 | loss: 0.031185 | val_loss: 0.0311857 | Time: 2760.28 ms
[2021-01-21 21:20:01 main:574] : INFO : Epoch 1662 | loss: 0.0311836 | val_loss: 0.0311871 | Time: 2691.84 ms
[2021-01-21 21:20:03 main:574] : INFO : Epoch 1663 | loss: 0.0311835 | val_loss: 0.0311882 | Time: 2709.96 ms
[2021-01-21 21:20:06 main:574] : INFO : Epoch 1664 | loss: 0.0311829 | val_loss: 0.0311863 | Time: 2651.72 ms
[2021-01-21 21:20:09 main:574] : INFO : Epoch 1665 | loss: 0.0311826 | val_loss: 0.0311881 | Time: 2708.26 ms
[2021-01-21 21:20:12 main:574] : INFO : Epoch 1666 | loss: 0.0311825 | val_loss: 0.0311883 | Time: 2630.79 ms
[2021-01-21 21:20:14 main:574] : INFO : Epoch 1667 | loss: 0.0311827 | val_loss: 0.0311898 | Time: 2736.45 ms
[2021-01-21 21:20:17 main:574] : INFO : Epoch 1668 | loss: 0.0311846 | val_loss: 0.0311939 | Time: 2642.08 ms
[2021-01-21 21:20:20 main:574] : INFO : Epoch 1669 | loss: 0.0311862 | val_loss: 0.0311889 | Time: 2672.83 ms
[2021-01-21 21:20:23 main:574] : INFO : Epoch 1670 | loss: 0.033066 | val_loss: 0.0315673 | Time: 2747.36 ms
[2021-01-21 21:20:25 main:574] : INFO : Epoch 1671 | loss: 0.037803 | val_loss: 0.0341113 | Time: 2688.48 ms
[2021-01-21 21:20:28 main:574] : INFO : Epoch 1672 | loss: 0.031915 | val_loss: 0.0315281 | Time: 2695.51 ms
[2021-01-21 21:20:31 main:574] : INFO : Epoch 1673 | loss: 0.0313161 | val_loss: 0.031246 | Time: 2682.6 ms
[2021-01-21 21:20:33 main:574] : INFO : Epoch 1674 | loss: 0.0312201 | val_loss: 0.0312015 | Time: 2718.89 ms
[2021-01-21 21:20:36 main:574] : INFO : Epoch 1675 | loss: 0.0311959 | val_loss: 0.0311937 | Time: 2647.62 ms
[2021-01-21 21:20:39 main:574] : INFO : Epoch 1676 | loss: 0.0311904 | val_loss: 0.0311921 | Time: 2672.4 ms
[2021-01-21 21:20:42 main:574] : INFO : Epoch 1677 | loss: 0.0311879 | val_loss: 0.0311913 | Time: 2767.16 ms
[2021-01-21 21:20:44 main:574] : INFO : Epoch 1678 | loss: 0.0311868 | val_loss: 0.0311898 | Time: 2654.58 ms
[2021-01-21 21:20:47 main:574] : INFO : Epoch 1679 | loss: 0.0311864 | val_loss: 0.0311897 | Time: 2752.11 ms
[2021-01-21 21:20:50 main:574] : INFO : Epoch 1680 | loss: 0.0311857 | val_loss: 0.0311899 | Time: 2662.96 ms
[2021-01-21 21:20:53 main:574] : INFO : Epoch 1681 | loss: 0.0311844 | val_loss: 0.0311874 | Time: 2699.8 ms
[2021-01-21 21:20:55 main:574] : INFO : Epoch 1682 | loss: 0.0311842 | val_loss: 0.0311889 | Time: 2625.6 ms
[2021-01-21 21:20:58 main:574] : INFO : Epoch 1683 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 2654.33 ms
[2021-01-21 21:21:01 main:574] : INFO : Epoch 1684 | loss: 0.0311824 | val_loss: 0.0311853 | Time: 2820.21 ms
[2021-01-21 21:21:04 main:574] : INFO : Epoch 1685 | loss: 0.0311814 | val_loss: 0.0311881 | Time: 2696.11 ms
[2021-01-21 21:21:06 main:574] : INFO : Epoch 1686 | loss: 0.031181 | val_loss: 0.031186 | Time: 2813.6 ms
[2021-01-21 21:21:09 main:574] : INFO : Epoch 1687 | loss: 0.0311803 | val_loss: 0.0311855 | Time: 2749.75 ms
[2021-01-21 21:21:12 main:574] : INFO : Epoch 1688 | loss: 0.0311786 | val_loss: 0.0311848 | Time: 2673.52 ms
[2021-01-21 21:21:15 main:574] : INFO : Epoch 1689 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 2727.7 ms
[2021-01-21 21:21:18 main:574] : INFO : Epoch 1690 | loss: 0.0311781 | val_loss: 0.031185 | Time: 2754.78 ms
[2021-01-21 21:21:20 main:574] : INFO : Epoch 1691 | loss: 0.031178 | val_loss: 0.0311857 | Time: 2714.3 ms
[2021-01-21 21:21:23 main:574] : INFO : Epoch 1692 | loss: 0.0311781 | val_loss: 0.0311852 | Time: 2789.82 ms
[2021-01-21 21:21:26 main:574] : INFO : Epoch 1693 | loss: 0.0311774 | val_loss: 0.0311843 | Time: 2744.36 ms
[2021-01-21 21:21:29 main:574] : INFO : Epoch 1694 | loss: 0.0311773 | val_loss: 0.0311849 | Time: 2693.17 ms
[2021-01-21 21:21:32 main:574] : INFO : Epoch 1695 | loss: 0.0311767 | val_loss: 0.031185 | Time: 2714.65 ms
[2021-01-21 21:21:34 main:574] : INFO : Epoch 1696 | loss: 0.0311765 | val_loss: 0.0311837 | Time: 2625.22 ms
[2021-01-21 21:21:37 main:574] : INFO : Epoch 1697 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 2675.07 ms
[2021-01-21 21:21:40 main:574] : INFO : Epoch 1698 | loss: 0.0311765 | val_loss: 0.0311848 | Time: 2724.49 ms
[2021-01-21 21:21:43 main:574] : INFO : Epoch 1699 | loss: 0.0311765 | val_loss: 0.0311836 | Time: 2729.61 ms
[2021-01-21 21:21:45 main:574] : INFO : Epoch 1700 | loss: 0.0311771 | val_loss: 0.0311834 | Time: 2811.4 ms
[2021-01-21 21:21:48 main:574] : INFO : Epoch 1701 | loss: 0.0311764 | val_loss: 0.0311824 | Time: 2701.41 ms
[2021-01-21 21:21:51 main:574] : INFO : Epoch 1702 | loss: 0.0311763 | val_loss: 0.031183 | Time: 2772.22 ms
[2021-01-21 21:21:54 main:574] : INFO : Epoch 1703 | loss: 0.0311762 | val_loss: 0.0311828 | Time: 2772.93 ms
[2021-01-21 21:21:57 main:574] : INFO : Epoch 1704 | loss: 0.0311757 | val_loss: 0.0311841 | Time: 2751.36 ms
[2021-01-21 21:21:59 main:574] : INFO : Epoch 1705 | loss: 0.0311755 | val_loss: 0.0311814 | Time: 2752.82 ms
[2021-01-21 21:22:02 main:574] : INFO : Epoch 1706 | loss: 0.0311756 | val_loss: 0.0311823 | Time: 2708.34 ms
[2021-01-21 21:22:05 main:574] : INFO : Epoch 1707 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 2676.48 ms
[2021-01-21 21:22:08 main:574] : INFO : Epoch 1708 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 2685.04 ms
[2021-01-21 21:22:10 main:574] : INFO : Epoch 1709 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 2658.91 ms
[2021-01-21 21:22:13 main:574] : INFO : Epoch 1710 | loss: 0.0311749 | val_loss: 0.0311816 | Time: 2885.86 ms
[2021-01-21 21:22:16 main:574] : INFO : Epoch 1711 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 2683.81 ms
[2021-01-21 21:22:19 main:574] : INFO : Epoch 1712 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 2671.46 ms
[2021-01-21 21:22:21 main:574] : INFO : Epoch 1713 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 2625.81 ms
[2021-01-21 21:22:24 main:574] : INFO : Epoch 1714 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 2767.36 ms
[2021-01-21 21:22:27 main:574] : INFO : Epoch 1715 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 2689.53 ms
[2021-01-21 21:22:30 main:574] : INFO : Epoch 1716 | loss: 0.0311744 | val_loss: 0.0311832 | Time: 2676.91 ms
[2021-01-21 21:22:32 main:574] : INFO : Epoch 1717 | loss: 0.0311744 | val_loss: 0.0311825 | Time: 2737.5 ms
[2021-01-21 21:22:35 main:574] : INFO : Epoch 1718 | loss: 0.0311749 | val_loss: 0.0311829 | Time: 2809.11 ms
[2021-01-21 21:22:38 main:574] : INFO : Epoch 1719 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 2657.57 ms
[2021-01-21 21:22:41 main:574] : INFO : Epoch 1720 | loss: 0.031174 | val_loss: 0.0311818 | Time: 2742.46 ms
[2021-01-21 21:22:43 main:574] : INFO : Epoch 1721 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 2740.07 ms
[2021-01-21 21:22:46 main:574] : INFO : Epoch 1722 | loss: 0.0311756 | val_loss: 0.0311837 | Time: 2727.6 ms
[2021-01-21 21:22:49 main:574] : INFO : Epoch 1723 | loss: 0.0311745 | val_loss: 0.0311831 | Time: 2748.24 ms
[2021-01-21 21:22:52 main:574] : INFO : Epoch 1724 | loss: 0.0311755 | val_loss: 0.031184 | Time: 2685.34 ms
[2021-01-21 21:22:55 main:574] : INFO : Epoch 1725 | loss: 0.0311762 | val_loss: 0.0311841 | Time: 2750.84 ms
[2021-01-21 21:22:57 main:574] : INFO : Epoch 1726 | loss: 0.0311752 | val_loss: 0.0311836 | Time: 2757.66 ms
[2021-01-21 21:23:00 main:574] : INFO : Epoch 1727 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 2692.73 ms
[2021-01-21 21:23:03 main:574] : INFO : Epoch 1728 | loss: 0.0311757 | val_loss: 0.0311839 | Time: 2700.62 ms
[2021-01-21 21:23:06 main:574] : INFO : Epoch 1729 | loss: 0.0311754 | val_loss: 0.0311832 | Time: 2694.05 ms
[2021-01-21 21:23:08 main:574] : INFO : Epoch 1730 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 2732.94 ms
[2021-01-21 21:23:11 main:574] : INFO : Epoch 1731 | loss: 0.0311747 | val_loss: 0.0311834 | Time: 2693.13 ms
[2021-01-21 21:23:14 main:574] : INFO : Epoch 1732 | loss: 0.0311745 | val_loss: 0.0311823 | Time: 2698.96 ms
[2021-01-21 21:23:17 main:574] : INFO : Epoch 1733 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 2704.58 ms
[2021-01-21 21:23:19 main:574] : INFO : Epoch 1734 | loss: 0.0311758 | val_loss: 0.0311829 | Time: 2673.19 ms
[2021-01-21 21:23:22 main:574] : INFO : Epoch 1735 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 2779.77 ms
[2021-01-21 21:23:25 main:574] : INFO : Epoch 1736 | loss: 0.0311761 | val_loss: 0.0311826 | Time: 2726.7 ms
[2021-01-21 21:23:28 main:574] : INFO : Epoch 1737 | loss: 0.031176 | val_loss: 0.0311822 | Time: 2690.26 ms
[2021-01-21 21:23:30 main:574] : INFO : Epoch 1738 | loss: 0.0311756 | val_loss: 0.0311837 | Time: 2666.9 ms
[2021-01-21 21:23:33 main:574] : INFO : Epoch 1739 | loss: 0.031175 | val_loss: 0.0311818 | Time: 2679.48 ms
[2021-01-21 21:23:36 main:574] : INFO : Epoch 1740 | loss: 0.0311744 | val_loss: 0.0311825 | Time: 2737.05 ms
[2021-01-21 21:23:39 main:574] : INFO : Epoch 1741 | loss: 0.0311802 | val_loss: 0.0311845 | Time: 2774.24 ms
[2021-01-21 21:23:42 main:574] : INFO : Epoch 1742 | loss: 0.0311805 | val_loss: 0.0311829 | Time: 2776.69 ms
[2021-01-21 21:23:44 main:574] : INFO : Epoch 1743 | loss: 0.0311797 | val_loss: 0.0311817 | Time: 2624.81 ms
[2021-01-21 21:23:47 main:574] : INFO : Epoch 1744 | loss: 0.0311785 | val_loss: 0.0311824 | Time: 2720.6 ms
[2021-01-21 21:23:50 main:574] : INFO : Epoch 1745 | loss: 0.0311782 | val_loss: 0.03118 | Time: 2737.46 ms
[2021-01-21 21:23:53 main:574] : INFO : Epoch 1746 | loss: 0.0311781 | val_loss: 0.0311813 | Time: 2756.36 ms
[2021-01-21 21:23:56 main:574] : INFO : Epoch 1747 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 2774.54 ms
[2021-01-21 21:23:58 main:574] : INFO : Epoch 1748 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 2724.55 ms
[2021-01-21 21:24:01 main:574] : INFO : Epoch 1749 | loss: 0.0311765 | val_loss: 0.0311797 | Time: 2668.79 ms
[2021-01-21 21:24:04 main:574] : INFO : Epoch 1750 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 2792.54 ms
[2021-01-21 21:24:07 main:574] : INFO : Epoch 1751 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 2828.24 ms
[2021-01-21 21:24:10 main:574] : INFO : Epoch 1752 | loss: 0.0311765 | val_loss: 0.031179 | Time: 2700.24 ms
[2021-01-21 21:24:12 main:574] : INFO : Epoch 1753 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 2681.72 ms
[2021-01-21 21:24:15 main:574] : INFO : Epoch 1754 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 2717.29 ms
[2021-01-21 21:24:18 main:574] : INFO : Epoch 1755 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 2618.18 ms
[2021-01-21 21:24:21 main:574] : INFO : Epoch 1756 | loss: 0.0311751 | val_loss: 0.0311788 | Time: 2776.09 ms
[2021-01-21 21:24:23 main:574] : INFO : Epoch 1757 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 2731.88 ms
[2021-01-21 21:24:26 main:574] : INFO : Epoch 1758 | loss: 0.0311748 | val_loss: 0.0311806 | Time: 2756.08 ms
[2021-01-21 21:24:29 main:574] : INFO : Epoch 1759 | loss: 0.0311752 | val_loss: 0.0311795 | Time: 2710.97 ms
[2021-01-21 21:24:32 main:574] : INFO : Epoch 1760 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 2717.06 ms
[2021-01-21 21:24:34 main:574] : INFO : Epoch 1761 | loss: 0.031175 | val_loss: 0.0311791 | Time: 2688.34 ms
[2021-01-21 21:24:37 main:574] : INFO : Epoch 1762 | loss: 0.0311747 | val_loss: 0.0311794 | Time: 2671.39 ms
[2021-01-21 21:24:40 main:574] : INFO : Epoch 1763 | loss: 0.031175 | val_loss: 0.0311802 | Time: 2724.37 ms
[2021-01-21 21:24:43 main:574] : INFO : Epoch 1764 | loss: 0.0311749 | val_loss: 0.031179 | Time: 2740.59 ms
[2021-01-21 21:24:46 main:574] : INFO : Epoch 1765 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 2771 ms
[2021-01-21 21:24:49 main:574] : INFO : Epoch 1766 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 2875.01 ms
[2021-01-21 21:24:51 main:574] : INFO : Epoch 1767 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 2781.37 ms
[2021-01-21 21:24:54 main:574] : INFO : Epoch 1768 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 2663.43 ms
[2021-01-21 21:24:57 main:574] : INFO : Epoch 1769 | loss: 0.0311746 | val_loss: 0.0311808 | Time: 2717.95 ms
[2021-01-21 21:25:00 main:574] : INFO : Epoch 1770 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 2705.31 ms
[2021-01-21 21:25:02 main:574] : INFO : Epoch 1771 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 2731.8 ms
[2021-01-21 21:25:05 main:574] : INFO : Epoch 1772 | loss: 0.0311742 | val_loss: 0.0311792 | Time: 2720.92 ms
[2021-01-21 21:25:08 main:574] : INFO : Epoch 1773 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 2787.28 ms
[2021-01-21 21:25:11 main:574] : INFO : Epoch 1774 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 2637.98 ms
[2021-01-21 21:25:13 main:574] : INFO : Epoch 1775 | loss: 0.0311737 | val_loss: 0.0311795 | Time: 2752.18 ms
[2021-01-21 21:25:16 main:574] : INFO : Epoch 1776 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 2651.9 ms
[2021-01-21 21:25:19 main:574] : INFO : Epoch 1777 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 2792.71 ms
[2021-01-21 21:25:22 main:574] : INFO : Epoch 1778 | loss: 0.0311745 | val_loss: 0.0311812 | Time: 2761.29 ms
[2021-01-21 21:25:24 main:574] : INFO : Epoch 1779 | loss: 0.031174 | val_loss: 0.0311794 | Time: 2691.03 ms
[2021-01-21 21:25:27 main:574] : INFO : Epoch 1780 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 2687.92 ms
[2021-01-21 21:25:30 main:574] : INFO : Epoch 1781 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 2764 ms
[2021-01-21 21:25:33 main:574] : INFO : Epoch 1782 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 2778.71 ms
[2021-01-21 21:25:36 main:574] : INFO : Epoch 1783 | loss: 0.031174 | val_loss: 0.0311817 | Time: 2743.16 ms
[2021-01-21 21:25:38 main:574] : INFO : Epoch 1784 | loss: 0.031175 | val_loss: 0.0311841 | Time: 2675.07 ms
[2021-01-21 21:25:41 main:574] : INFO : Epoch 1785 | loss: 0.0311757 | val_loss: 0.031181 | Time: 2772.82 ms
[2021-01-21 21:25:44 main:574] : INFO : Epoch 1786 | loss: 0.0311768 | val_loss: 0.0311803 | Time: 2809.35 ms
[2021-01-21 21:25:47 main:574] : INFO : Epoch 1787 | loss: 0.0311764 | val_loss: 0.0311818 | Time: 2746.06 ms
[2021-01-21 21:25:49 main:574] : INFO : Epoch 1788 | loss: 0.0311766 | val_loss: 0.0311817 | Time: 2724.03 ms
[2021-01-21 21:25:52 main:574] : INFO : Epoch 1789 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 2790 ms
[2021-01-21 21:25:55 main:574] : INFO : Epoch 1790 | loss: 0.0311789 | val_loss: 0.0311842 | Time: 2800.61 ms
[2021-01-21 21:25:58 main:574] : INFO : Epoch 1791 | loss: 0.0311802 | val_loss: 0.0311837 | Time: 2772.11 ms
[2021-01-21 21:26:01 main:574] : INFO : Epoch 1792 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 2761.6 ms
[2021-01-21 21:26:03 main:574] : INFO : Epoch 1793 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 2771.25 ms
[2021-01-21 21:26:06 main:574] : INFO : Epoch 1794 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 2723.99 ms
[2021-01-21 21:26:09 main:574] : INFO : Epoch 1795 | loss: 0.0311752 | val_loss: 0.0311808 | Time: 2716.04 ms
[2021-01-21 21:26:12 main:574] : INFO : Epoch 1796 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 2746.97 ms
[2021-01-21 21:26:15 main:574] : INFO : Epoch 1797 | loss: 0.0311748 | val_loss: 0.0311808 | Time: 2767.29 ms
[2021-01-21 21:26:17 main:574] : INFO : Epoch 1798 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 2704.64 ms
[2021-01-21 21:26:20 main:574] : INFO : Epoch 1799 | loss: 0.0311745 | val_loss: 0.0311798 | Time: 2715.93 ms
[2021-01-21 21:26:23 main:574] : INFO : Epoch 1800 | loss: 0.0311744 | val_loss: 0.0311802 | Time: 2694.51 ms
[2021-01-21 21:26:25 main:574] : INFO : Epoch 1801 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 2718.26 ms
[2021-01-21 21:26:28 main:574] : INFO : Epoch 1802 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 2726.54 ms
[2021-01-21 21:26:31 main:574] : INFO : Epoch 1803 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 2791.81 ms
[2021-01-21 21:26:34 main:574] : INFO : Epoch 1804 | loss: 0.0311752 | val_loss: 0.031182 | Time: 2681.55 ms
[2021-01-21 21:26:37 main:574] : INFO : Epoch 1805 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 2772.55 ms
[2021-01-21 21:26:39 main:574] : INFO : Epoch 1806 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 2759.98 ms
[2021-01-21 21:26:42 main:574] : INFO : Epoch 1807 | loss: 0.0311756 | val_loss: 0.0311839 | Time: 2762 ms
[2021-01-21 21:26:45 main:574] : INFO : Epoch 1808 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 2806.45 ms
[2021-01-21 21:26:48 main:574] : INFO : Epoch 1809 | loss: 0.031175 | val_loss: 0.0311817 | Time: 2721.71 ms
[2021-01-21 21:26:51 main:574] : INFO : Epoch 1810 | loss: 0.0311748 | val_loss: 0.0311831 | Time: 2846.03 ms
[2021-01-21 21:26:53 main:574] : INFO : Epoch 1811 | loss: 0.0311754 | val_loss: 0.031182 | Time: 2806.08 ms
[2021-01-21 21:26:57 main:574] : INFO : Epoch 1812 | loss: 0.0311744 | val_loss: 0.0311818 | Time: 3586.84 ms
[2021-01-21 21:27:00 main:574] : INFO : Epoch 1813 | loss: 0.0311738 | val_loss: 0.031182 | Time: 2726.99 ms
[2021-01-21 21:27:03 main:574] : INFO : Epoch 1814 | loss: 0.0311736 | val_loss: 0.031182 | Time: 2843.05 ms
[2021-01-21 21:27:06 main:574] : INFO : Epoch 1815 | loss: 0.0311753 | val_loss: 0.0311826 | Time: 2697.45 ms
[2021-01-21 21:27:08 main:574] : INFO : Epoch 1816 | loss: 0.0311772 | val_loss: 0.0311874 | Time: 2647.38 ms
[2021-01-21 21:27:11 main:574] : INFO : Epoch 1817 | loss: 0.0311757 | val_loss: 0.0311832 | Time: 2729.99 ms
[2021-01-21 21:27:14 main:574] : INFO : Epoch 1818 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 2680.83 ms
[2021-01-21 21:27:17 main:574] : INFO : Epoch 1819 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 2726.87 ms
[2021-01-21 21:27:19 main:574] : INFO : Epoch 1820 | loss: 0.0311736 | val_loss: 0.0311823 | Time: 2774.43 ms
[2021-01-21 21:27:22 main:574] : INFO : Epoch 1821 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 2662.89 ms
[2021-01-21 21:27:25 main:574] : INFO : Epoch 1822 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 2776.21 ms
[2021-01-21 21:27:28 main:574] : INFO : Epoch 1823 | loss: 0.0311731 | val_loss: 0.0311808 | Time: 2804.55 ms
[2021-01-21 21:27:31 main:574] : INFO : Epoch 1824 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 2792.35 ms
[2021-01-21 21:27:33 main:574] : INFO : Epoch 1825 | loss: 0.031175 | val_loss: 0.0311807 | Time: 2765.08 ms
[2021-01-21 21:27:36 main:574] : INFO : Epoch 1826 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 2812.42 ms
[2021-01-21 21:27:39 main:574] : INFO : Epoch 1827 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 2813.36 ms
[2021-01-21 21:27:42 main:574] : INFO : Epoch 1828 | loss: 0.0311739 | val_loss: 0.0311814 | Time: 2694.58 ms
[2021-01-21 21:27:45 main:574] : INFO : Epoch 1829 | loss: 0.0311739 | val_loss: 0.0311819 | Time: 2719.12 ms
[2021-01-21 21:27:48 main:574] : INFO : Epoch 1830 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 2844.18 ms
[2021-01-21 21:27:50 main:574] : INFO : Epoch 1831 | loss: 0.0311738 | val_loss: 0.0311801 | Time: 2734.1 ms
[2021-01-21 21:27:53 main:574] : INFO : Epoch 1832 | loss: 0.0311745 | val_loss: 0.03118 | Time: 2796.2 ms
[2021-01-21 21:27:56 main:574] : INFO : Epoch 1833 | loss: 0.0311754 | val_loss: 0.0311821 | Time: 2791.19 ms
[2021-01-21 21:27:59 main:574] : INFO : Epoch 1834 | loss: 0.0311736 | val_loss: 0.0311808 | Time: 2712.67 ms
[2021-01-21 21:28:02 main:574] : INFO : Epoch 1835 | loss: 0.0311734 | val_loss: 0.031181 | Time: 2735.64 ms
[2021-01-21 21:28:05 main:574] : INFO : Epoch 1836 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 2852.51 ms
[2021-01-21 21:28:07 main:574] : INFO : Epoch 1837 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 2759.17 ms
[2021-01-21 21:28:10 main:574] : INFO : Epoch 1838 | loss: 0.031173 | val_loss: 0.0311789 | Time: 2700.44 ms
[2021-01-21 21:28:13 main:574] : INFO : Epoch 1839 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 2783.53 ms
[2021-01-21 21:28:16 main:574] : INFO : Epoch 1840 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 2807.91 ms
[2021-01-21 21:28:19 main:574] : INFO : Epoch 1841 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 2807.16 ms
[2021-01-21 21:28:22 main:574] : INFO : Epoch 1842 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 2795.16 ms
[2021-01-21 21:28:24 main:574] : INFO : Epoch 1843 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 2799 ms
[2021-01-21 21:28:27 main:574] : INFO : Epoch 1844 | loss: 0.0311737 | val_loss: 0.0311799 | Time: 2768.24 ms
[2021-01-21 21:28:30 main:574] : INFO : Epoch 1845 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 2762.88 ms
[2021-01-21 21:28:33 main:574] : INFO : Epoch 1846 | loss: 0.0311776 | val_loss: 0.0311858 | Time: 2616.96 ms
[2021-01-21 21:28:36 main:574] : INFO : Epoch 1847 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 2796.07 ms
[2021-01-21 21:28:38 main:574] : INFO : Epoch 1848 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 2789.17 ms
[2021-01-21 21:28:41 main:574] : INFO : Epoch 1849 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 2716.73 ms
[2021-01-21 21:28:44 main:574] : INFO : Epoch 1850 | loss: 0.0311729 | val_loss: 0.0311785 | Time: 2747.39 ms
[2021-01-21 21:28:47 main:574] : INFO : Epoch 1851 | loss: 0.0311725 | val_loss: 0.0311786 | Time: 2833.14 ms
[2021-01-21 21:28:50 main:574] : INFO : Epoch 1852 | loss: 0.031173 | val_loss: 0.0311787 | Time: 2752.39 ms
[2021-01-21 21:28:52 main:574] : INFO : Epoch 1853 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 2732.59 ms
[2021-01-21 21:28:55 main:574] : INFO : Epoch 1854 | loss: 0.0311726 | val_loss: 0.0311804 | Time: 2749.82 ms
[2021-01-21 21:28:58 main:574] : INFO : Epoch 1855 | loss: 0.0311734 | val_loss: 0.0311795 | Time: 2727.81 ms
[2021-01-21 21:29:01 main:574] : INFO : Epoch 1856 | loss: 0.0311727 | val_loss: 0.0311807 | Time: 2706.38 ms
[2021-01-21 21:29:04 main:574] : INFO : Epoch 1857 | loss: 0.031173 | val_loss: 0.0311786 | Time: 2742.81 ms
[2021-01-21 21:29:06 main:574] : INFO : Epoch 1858 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 2758.68 ms
[2021-01-21 21:29:09 main:574] : INFO : Epoch 1859 | loss: 0.0311744 | val_loss: 0.0311819 | Time: 2742.25 ms
[2021-01-21 21:29:12 main:574] : INFO : Epoch 1860 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 2722.36 ms
[2021-01-21 21:29:15 main:574] : INFO : Epoch 1861 | loss: 0.0311764 | val_loss: 0.0311807 | Time: 2691.75 ms
[2021-01-21 21:29:18 main:574] : INFO : Epoch 1862 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 2777.18 ms
[2021-01-21 21:29:20 main:574] : INFO : Epoch 1863 | loss: 0.0311788 | val_loss: 0.0311858 | Time: 2730.03 ms
[2021-01-21 21:29:23 main:574] : INFO : Epoch 1864 | loss: 0.0311788 | val_loss: 0.0311823 | Time: 2692.29 ms
[2021-01-21 21:29:26 main:574] : INFO : Epoch 1865 | loss: 0.0311764 | val_loss: 0.0311874 | Time: 2735.22 ms
[2021-01-21 21:29:29 main:574] : INFO : Epoch 1866 | loss: 0.0311789 | val_loss: 0.0311827 | Time: 2732.53 ms
[2021-01-21 21:29:31 main:574] : INFO : Epoch 1867 | loss: 0.0311765 | val_loss: 0.0311817 | Time: 2788.37 ms
[2021-01-21 21:29:34 main:574] : INFO : Epoch 1868 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 2775.68 ms
[2021-01-21 21:29:37 main:574] : INFO : Epoch 1869 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 2674 ms
[2021-01-21 21:29:40 main:574] : INFO : Epoch 1870 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 2832.15 ms
[2021-01-21 21:29:43 main:574] : INFO : Epoch 1871 | loss: 0.0311774 | val_loss: 0.0311814 | Time: 2757.11 ms
[2021-01-21 21:29:45 main:574] : INFO : Epoch 1872 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 2792.33 ms
[2021-01-21 21:29:48 main:574] : INFO : Epoch 1873 | loss: 0.0311775 | val_loss: 0.0311813 | Time: 2739.62 ms
[2021-01-21 21:29:51 main:574] : INFO : Epoch 1874 | loss: 0.0311765 | val_loss: 0.0311832 | Time: 2753.09 ms
[2021-01-21 21:29:54 main:574] : INFO : Epoch 1875 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 2841.04 ms
[2021-01-21 21:29:57 main:574] : INFO : Epoch 1876 | loss: 0.0311766 | val_loss: 0.031182 | Time: 2708.61 ms
[2021-01-21 21:29:59 main:574] : INFO : Epoch 1877 | loss: 0.0311761 | val_loss: 0.0311828 | Time: 2760.24 ms
[2021-01-21 21:30:02 main:574] : INFO : Epoch 1878 | loss: 0.0311768 | val_loss: 0.0311844 | Time: 2761.99 ms
[2021-01-21 21:30:05 main:574] : INFO : Epoch 1879 | loss: 0.0311772 | val_loss: 0.0311842 | Time: 2806.4 ms
[2021-01-21 21:30:08 main:574] : INFO : Epoch 1880 | loss: 0.0311769 | val_loss: 0.0311837 | Time: 2749.2 ms
[2021-01-21 21:30:11 main:574] : INFO : Epoch 1881 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 2769.98 ms
[2021-01-21 21:30:13 main:574] : INFO : Epoch 1882 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 2794.44 ms
[2021-01-21 21:30:16 main:574] : INFO : Epoch 1883 | loss: 0.0311762 | val_loss: 0.0311841 | Time: 2752.39 ms
[2021-01-21 21:30:19 main:574] : INFO : Epoch 1884 | loss: 0.0311792 | val_loss: 0.0311821 | Time: 2709.88 ms
[2021-01-21 21:30:22 main:574] : INFO : Epoch 1885 | loss: 0.03118 | val_loss: 0.0311817 | Time: 2706.65 ms
[2021-01-21 21:30:25 main:574] : INFO : Epoch 1886 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 2690.63 ms
[2021-01-21 21:30:27 main:574] : INFO : Epoch 1887 | loss: 0.0311818 | val_loss: 0.0311863 | Time: 2701.19 ms
[2021-01-21 21:30:30 main:574] : INFO : Epoch 1888 | loss: 0.031183 | val_loss: 0.0311843 | Time: 2753.71 ms
[2021-01-21 21:30:33 main:574] : INFO : Epoch 1889 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 2781.87 ms
[2021-01-21 21:30:36 main:574] : INFO : Epoch 1890 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 2715.95 ms
[2021-01-21 21:30:38 main:574] : INFO : Epoch 1891 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 2727 ms
[2021-01-21 21:30:41 main:574] : INFO : Epoch 1892 | loss: 0.03118 | val_loss: 0.0311833 | Time: 2815.2 ms
[2021-01-21 21:30:44 main:574] : INFO : Epoch 1893 | loss: 0.0311788 | val_loss: 0.0311833 | Time: 2796.53 ms
[2021-01-21 21:30:47 main:574] : INFO : Epoch 1894 | loss: 0.0311772 | val_loss: 0.0311811 | Time: 2909.37 ms
[2021-01-21 21:30:50 main:574] : INFO : Epoch 1895 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 2728.37 ms
[2021-01-21 21:30:53 main:574] : INFO : Epoch 1896 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 2676.18 ms
[2021-01-21 21:30:56 main:574] : INFO : Epoch 1897 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 2842.08 ms
[2021-01-21 21:30:58 main:574] : INFO : Epoch 1898 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 2755.88 ms
[2021-01-21 21:31:01 main:574] : INFO : Epoch 1899 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 2730.17 ms
[2021-01-21 21:31:04 main:574] : INFO : Epoch 1900 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 2720.34 ms
[2021-01-21 21:31:07 main:574] : INFO : Epoch 1901 | loss: 0.0311737 | val_loss: 0.0311806 | Time: 2790.56 ms
[2021-01-21 21:31:10 main:574] : INFO : Epoch 1902 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 2753.34 ms
[2021-01-21 21:31:13 main:574] : INFO : Epoch 1903 | loss: 0.0311744 | val_loss: 0.0311803 | Time: 2801.91 ms
[2021-01-21 21:31:15 main:574] : INFO : Epoch 1904 | loss: 0.0311751 | val_loss: 0.0311844 | Time: 2788.45 ms
[2021-01-21 21:31:18 main:574] : INFO : Epoch 1905 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 2670.25 ms
[2021-01-21 21:31:21 main:574] : INFO : Epoch 1906 | loss: 0.0311781 | val_loss: 0.0311838 | Time: 2847.2 ms
[2021-01-21 21:31:24 main:574] : INFO : Epoch 1907 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 2795.87 ms
[2021-01-21 21:31:27 main:574] : INFO : Epoch 1908 | loss: 0.031179 | val_loss: 0.0311854 | Time: 2756.64 ms
[2021-01-21 21:31:29 main:574] : INFO : Epoch 1909 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 2692.61 ms
[2021-01-21 21:31:32 main:574] : INFO : Epoch 1910 | loss: 0.0311824 | val_loss: 0.0311863 | Time: 2766.87 ms
[2021-01-21 21:31:35 main:574] : INFO : Epoch 1911 | loss: 0.0311837 | val_loss: 0.0311878 | Time: 2652.65 ms
[2021-01-21 21:31:38 main:574] : INFO : Epoch 1912 | loss: 0.0311849 | val_loss: 0.031187 | Time: 2750.37 ms
[2021-01-21 21:31:40 main:574] : INFO : Epoch 1913 | loss: 0.0311835 | val_loss: 0.0311842 | Time: 2667.52 ms
[2021-01-21 21:31:43 main:574] : INFO : Epoch 1914 | loss: 0.0311812 | val_loss: 0.0311833 | Time: 2675.51 ms
[2021-01-21 21:31:46 main:574] : INFO : Epoch 1915 | loss: 0.0311809 | val_loss: 0.0311836 | Time: 2730.74 ms
[2021-01-21 21:31:49 main:574] : INFO : Epoch 1916 | loss: 0.0311804 | val_loss: 0.0311823 | Time: 2764.94 ms
[2021-01-21 21:31:51 main:574] : INFO : Epoch 1917 | loss: 0.0311801 | val_loss: 0.031181 | Time: 2768.1 ms
[2021-01-21 21:31:54 main:574] : INFO : Epoch 1918 | loss: 0.0311793 | val_loss: 0.0311806 | Time: 2802.3 ms
[2021-01-21 21:31:57 main:574] : INFO : Epoch 1919 | loss: 0.0311796 | val_loss: 0.0311822 | Time: 2779.46 ms
[2021-01-21 21:32:00 main:574] : INFO : Epoch 1920 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 2783.99 ms
[2021-01-21 21:32:03 main:574] : INFO : Epoch 1921 | loss: 0.031179 | val_loss: 0.0311815 | Time: 2820.12 ms
[2021-01-21 21:32:06 main:574] : INFO : Epoch 1922 | loss: 0.0311775 | val_loss: 0.0311813 | Time: 2803.94 ms
[2021-01-21 21:32:09 main:574] : INFO : Epoch 1923 | loss: 0.0311788 | val_loss: 0.0311832 | Time: 2756.41 ms
[2021-01-21 21:32:11 main:574] : INFO : Epoch 1924 | loss: 0.0311827 | val_loss: 0.0311883 | Time: 2721.63 ms
[2021-01-21 21:32:14 main:574] : INFO : Epoch 1925 | loss: 0.031185 | val_loss: 0.0311894 | Time: 2740.99 ms
[2021-01-21 21:32:17 main:574] : INFO : Epoch 1926 | loss: 0.0311837 | val_loss: 0.0311864 | Time: 2804.46 ms
[2021-01-21 21:32:20 main:574] : INFO : Epoch 1927 | loss: 0.0311819 | val_loss: 0.0311864 | Time: 2725.18 ms
[2021-01-21 21:32:23 main:574] : INFO : Epoch 1928 | loss: 0.0311815 | val_loss: 0.0311854 | Time: 2763.71 ms
[2021-01-21 21:32:25 main:574] : INFO : Epoch 1929 | loss: 0.0311805 | val_loss: 0.0311851 | Time: 2749.51 ms
[2021-01-21 21:32:28 main:574] : INFO : Epoch 1930 | loss: 0.0311802 | val_loss: 0.0311845 | Time: 2776.89 ms
[2021-01-21 21:32:31 main:574] : INFO : Epoch 1931 | loss: 0.031179 | val_loss: 0.031184 | Time: 2743.09 ms
[2021-01-21 21:32:34 main:574] : INFO : Epoch 1932 | loss: 0.0311798 | val_loss: 0.0311862 | Time: 2778.87 ms
[2021-01-21 21:32:37 main:574] : INFO : Epoch 1933 | loss: 0.0311804 | val_loss: 0.0311838 | Time: 2769.77 ms
[2021-01-21 21:32:39 main:574] : INFO : Epoch 1934 | loss: 0.0311813 | val_loss: 0.0311832 | Time: 2760.94 ms
[2021-01-21 21:32:42 main:574] : INFO : Epoch 1935 | loss: 0.0311809 | val_loss: 0.031182 | Time: 2754.59 ms
[2021-01-21 21:32:45 main:574] : INFO : Epoch 1936 | loss: 0.0311801 | val_loss: 0.031183 | Time: 2787.43 ms
[2021-01-21 21:32:48 main:574] : INFO : Epoch 1937 | loss: 0.0311796 | val_loss: 0.0311832 | Time: 2736.05 ms
[2021-01-21 21:32:51 main:574] : INFO : Epoch 1938 | loss: 0.031181 | val_loss: 0.0311858 | Time: 2800.31 ms
[2021-01-21 21:32:54 main:574] : INFO : Epoch 1939 | loss: 0.0311819 | val_loss: 0.0311848 | Time: 2832.49 ms
[2021-01-21 21:32:56 main:574] : INFO : Epoch 1940 | loss: 0.0311803 | val_loss: 0.0311829 | Time: 2801.67 ms
[2021-01-21 21:32:59 main:574] : INFO : Epoch 1941 | loss: 0.0311794 | val_loss: 0.0311825 | Time: 2716.82 ms
[2021-01-21 21:33:02 main:574] : INFO : Epoch 1942 | loss: 0.0311792 | val_loss: 0.0311825 | Time: 2787.04 ms
[2021-01-21 21:33:05 main:574] : INFO : Epoch 1943 | loss: 0.0311799 | val_loss: 0.0311844 | Time: 2801.36 ms
[2021-01-21 21:33:08 main:574] : INFO : Epoch 1944 | loss: 0.0311804 | val_loss: 0.0311821 | Time: 2818.85 ms
[2021-01-21 21:33:10 main:574] : INFO : Epoch 1945 | loss: 0.0311787 | val_loss: 0.0311816 | Time: 2747.76 ms
[2021-01-21 21:33:13 main:574] : INFO : Epoch 1946 | loss: 0.0311811 | val_loss: 0.0311828 | Time: 2627.04 ms
[2021-01-21 21:33:16 main:574] : INFO : Epoch 1947 | loss: 0.0311786 | val_loss: 0.0311822 | Time: 2696.03 ms
[2021-01-21 21:33:19 main:574] : INFO : Epoch 1948 | loss: 0.0311792 | val_loss: 0.0311855 | Time: 2764.81 ms
[2021-01-21 21:33:21 main:574] : INFO : Epoch 1949 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 2725.75 ms
[2021-01-21 21:33:24 main:574] : INFO : Epoch 1950 | loss: 0.0311782 | val_loss: 0.0311828 | Time: 2714 ms
[2021-01-21 21:33:27 main:574] : INFO : Epoch 1951 | loss: 0.0311799 | val_loss: 0.0311834 | Time: 2757.62 ms
[2021-01-21 21:33:30 main:574] : INFO : Epoch 1952 | loss: 0.0311767 | val_loss: 0.0311812 | Time: 2778.31 ms
[2021-01-21 21:33:33 main:574] : INFO : Epoch 1953 | loss: 0.0311769 | val_loss: 0.0311812 | Time: 2732.14 ms
[2021-01-21 21:33:35 main:574] : INFO : Epoch 1954 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 2781.06 ms
[2021-01-21 21:33:38 main:574] : INFO : Epoch 1955 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 2816.42 ms
[2021-01-21 21:33:41 main:574] : INFO : Epoch 1956 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 2800.02 ms
[2021-01-21 21:33:44 main:574] : INFO : Epoch 1957 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 2799.57 ms
[2021-01-21 21:33:47 main:574] : INFO : Epoch 1958 | loss: 0.0311754 | val_loss: 0.0311824 | Time: 2751.14 ms
[2021-01-21 21:33:50 main:574] : INFO : Epoch 1959 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 2726.95 ms
[2021-01-21 21:33:52 main:574] : INFO : Epoch 1960 | loss: 0.0311754 | val_loss: 0.0311824 | Time: 2638.24 ms
[2021-01-21 21:33:55 main:574] : INFO : Epoch 1961 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 2795.28 ms
[2021-01-21 21:33:58 main:574] : INFO : Epoch 1962 | loss: 0.0311754 | val_loss: 0.0311837 | Time: 2801.56 ms
[2021-01-21 21:34:01 main:574] : INFO : Epoch 1963 | loss: 0.0311745 | val_loss: 0.0311822 | Time: 2728.67 ms
[2021-01-21 21:34:04 main:574] : INFO : Epoch 1964 | loss: 0.0311758 | val_loss: 0.0311839 | Time: 2627.97 ms
[2021-01-21 21:34:06 main:574] : INFO : Epoch 1965 | loss: 0.031175 | val_loss: 0.0311835 | Time: 2775.74 ms
[2021-01-21 21:34:09 main:574] : INFO : Epoch 1966 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 2826.26 ms
[2021-01-21 21:34:12 main:574] : INFO : Epoch 1967 | loss: 0.0311758 | val_loss: 0.0311814 | Time: 2749.58 ms
[2021-01-21 21:34:15 main:574] : INFO : Epoch 1968 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 2688.99 ms
[2021-01-21 21:34:17 main:574] : INFO : Epoch 1969 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 2719.81 ms
[2021-01-21 21:34:20 main:574] : INFO : Epoch 1970 | loss: 0.031177 | val_loss: 0.0311873 | Time: 2763.6 ms
[2021-01-21 21:34:23 main:574] : INFO : Epoch 1971 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 2675.86 ms
[2021-01-21 21:34:26 main:574] : INFO : Epoch 1972 | loss: 0.0311758 | val_loss: 0.0311807 | Time: 2685.86 ms
[2021-01-21 21:34:28 main:574] : INFO : Epoch 1973 | loss: 0.0311752 | val_loss: 0.0311812 | Time: 2695.55 ms
[2021-01-21 21:34:31 main:574] : INFO : Epoch 1974 | loss: 0.0311775 | val_loss: 0.0311866 | Time: 2774.32 ms
[2021-01-21 21:34:34 main:574] : INFO : Epoch 1975 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 2724.94 ms
[2021-01-21 21:34:37 main:574] : INFO : Epoch 1976 | loss: 0.031177 | val_loss: 0.0311837 | Time: 2726.45 ms
[2021-01-21 21:34:40 main:574] : INFO : Epoch 1977 | loss: 0.0311761 | val_loss: 0.0311815 | Time: 2743.88 ms
[2021-01-21 21:34:42 main:574] : INFO : Epoch 1978 | loss: 0.031175 | val_loss: 0.0311809 | Time: 2788.01 ms
[2021-01-21 21:34:45 main:574] : INFO : Epoch 1979 | loss: 0.0311752 | val_loss: 0.0311832 | Time: 2701.93 ms
[2021-01-21 21:34:48 main:574] : INFO : Epoch 1980 | loss: 0.0311768 | val_loss: 0.0311811 | Time: 2713.94 ms
[2021-01-21 21:34:51 main:574] : INFO : Epoch 1981 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 2827.85 ms
[2021-01-21 21:34:54 main:574] : INFO : Epoch 1982 | loss: 0.0311761 | val_loss: 0.0311817 | Time: 2739.24 ms
[2021-01-21 21:34:56 main:574] : INFO : Epoch 1983 | loss: 0.031176 | val_loss: 0.0311824 | Time: 2639.66 ms
[2021-01-21 21:34:59 main:574] : INFO : Epoch 1984 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 2703.35 ms
[2021-01-21 21:35:02 main:574] : INFO : Epoch 1985 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 2767.05 ms
[2021-01-21 21:35:05 main:574] : INFO : Epoch 1986 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 2737.86 ms
[2021-01-21 21:35:07 main:574] : INFO : Epoch 1987 | loss: 0.0311785 | val_loss: 0.0311815 | Time: 2721.93 ms
[2021-01-21 21:35:10 main:574] : INFO : Epoch 1988 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 2709.82 ms
[2021-01-21 21:35:13 main:574] : INFO : Epoch 1989 | loss: 0.0311778 | val_loss: 0.0311832 | Time: 2657.24 ms
[2021-01-21 21:35:16 main:574] : INFO : Epoch 1990 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 2739.86 ms
[2021-01-21 21:35:18 main:574] : INFO : Epoch 1991 | loss: 0.0311763 | val_loss: 0.0311819 | Time: 2685.17 ms
[2021-01-21 21:35:21 main:574] : INFO : Epoch 1992 | loss: 0.0311754 | val_loss: 0.0311853 | Time: 2758.76 ms
[2021-01-21 21:35:24 main:574] : INFO : Epoch 1993 | loss: 0.0311762 | val_loss: 0.0311812 | Time: 2708.92 ms
[2021-01-21 21:35:27 main:574] : INFO : Epoch 1994 | loss: 0.031175 | val_loss: 0.0311818 | Time: 2671.77 ms
[2021-01-21 21:35:29 main:574] : INFO : Epoch 1995 | loss: 0.0311753 | val_loss: 0.0311819 | Time: 2751.18 ms
[2021-01-21 21:35:32 main:574] : INFO : Epoch 1996 | loss: 0.0311749 | val_loss: 0.0311838 | Time: 2754.36 ms
[2021-01-21 21:35:35 main:574] : INFO : Epoch 1997 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 2710.36 ms
[2021-01-21 21:35:38 main:574] : INFO : Epoch 1998 | loss: 0.0311742 | val_loss: 0.0311805 | Time: 2714.85 ms
[2021-01-21 21:35:40 main:574] : INFO : Epoch 1999 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 2682.08 ms
[2021-01-21 21:35:43 main:574] : INFO : Epoch 2000 | loss: 0.0311742 | val_loss: 0.03118 | Time: 2735.94 ms
[2021-01-21 21:35:46 main:574] : INFO : Epoch 2001 | loss: 0.0311747 | val_loss: 0.0311828 | Time: 2738.85 ms
[2021-01-21 21:35:49 main:574] : INFO : Epoch 2002 | loss: 0.0311769 | val_loss: 0.0311831 | Time: 2709.18 ms
[2021-01-21 21:35:51 main:574] : INFO : Epoch 2003 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 2709.59 ms
[2021-01-21 21:35:54 main:574] : INFO : Epoch 2004 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 2710.44 ms
[2021-01-21 21:35:57 main:574] : INFO : Epoch 2005 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 2690.62 ms
[2021-01-21 21:36:00 main:574] : INFO : Epoch 2006 | loss: 0.031174 | val_loss: 0.0311833 | Time: 2701.32 ms
[2021-01-21 21:36:02 main:574] : INFO : Epoch 2007 | loss: 0.0311742 | val_loss: 0.031183 | Time: 2727.99 ms
[2021-01-21 21:36:05 main:574] : INFO : Epoch 2008 | loss: 0.0311742 | val_loss: 0.0311804 | Time: 2784.4 ms
[2021-01-21 21:36:08 main:574] : INFO : Epoch 2009 | loss: 0.0311743 | val_loss: 0.0311838 | Time: 2667.91 ms
[2021-01-21 21:36:10 main:574] : INFO : Epoch 2010 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 2717.29 ms
[2021-01-21 21:36:13 main:574] : INFO : Epoch 2011 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 2656.67 ms
[2021-01-21 21:36:16 main:574] : INFO : Epoch 2012 | loss: 0.0311744 | val_loss: 0.0311814 | Time: 2707.13 ms
[2021-01-21 21:36:19 main:574] : INFO : Epoch 2013 | loss: 0.0311739 | val_loss: 0.0311814 | Time: 2663.36 ms
[2021-01-21 21:36:21 main:574] : INFO : Epoch 2014 | loss: 0.0311742 | val_loss: 0.0311865 | Time: 2762.04 ms
[2021-01-21 21:36:24 main:574] : INFO : Epoch 2015 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 2787.86 ms
[2021-01-21 21:36:27 main:574] : INFO : Epoch 2016 | loss: 0.0311752 | val_loss: 0.0311815 | Time: 2681.59 ms
[2021-01-21 21:36:30 main:574] : INFO : Epoch 2017 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 2699.6 ms
[2021-01-21 21:36:33 main:574] : INFO : Epoch 2018 | loss: 0.0311726 | val_loss: 0.03118 | Time: 2728 ms
[2021-01-21 21:36:35 main:574] : INFO : Epoch 2019 | loss: 0.0311721 | val_loss: 0.0311809 | Time: 2703.66 ms
[2021-01-21 21:36:38 main:574] : INFO : Epoch 2020 | loss: 0.0311738 | val_loss: 0.031183 | Time: 2657.34 ms
[2021-01-21 21:36:41 main:574] : INFO : Epoch 2021 | loss: 0.0311767 | val_loss: 0.0311862 | Time: 2625.43 ms
[2021-01-21 21:36:43 main:574] : INFO : Epoch 2022 | loss: 0.0311744 | val_loss: 0.0311834 | Time: 2714.07 ms
[2021-01-21 21:36:46 main:574] : INFO : Epoch 2023 | loss: 0.0311737 | val_loss: 0.0311832 | Time: 2681.84 ms
[2021-01-21 21:36:49 main:574] : INFO : Epoch 2024 | loss: 0.031173 | val_loss: 0.0311827 | Time: 2732.88 ms
[2021-01-21 21:36:52 main:574] : INFO : Epoch 2025 | loss: 0.0311732 | val_loss: 0.0311831 | Time: 2616.86 ms
[2021-01-21 21:36:54 main:574] : INFO : Epoch 2026 | loss: 0.0311762 | val_loss: 0.0311852 | Time: 2688.35 ms
[2021-01-21 21:36:57 main:574] : INFO : Epoch 2027 | loss: 0.031175 | val_loss: 0.0311864 | Time: 2728.91 ms
[2021-01-21 21:37:00 main:574] : INFO : Epoch 2028 | loss: 0.0311734 | val_loss: 0.0311857 | Time: 2620.6 ms
[2021-01-21 21:37:03 main:574] : INFO : Epoch 2029 | loss: 0.031174 | val_loss: 0.0311838 | Time: 2677.23 ms
[2021-01-21 21:37:05 main:574] : INFO : Epoch 2030 | loss: 0.0311771 | val_loss: 0.0311924 | Time: 2706.8 ms
[2021-01-21 21:37:08 main:574] : INFO : Epoch 2031 | loss: 0.0311797 | val_loss: 0.031184 | Time: 2670.58 ms
[2021-01-21 21:37:11 main:574] : INFO : Epoch 2032 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 2714.54 ms
[2021-01-21 21:37:14 main:574] : INFO : Epoch 2033 | loss: 0.0311746 | val_loss: 0.031181 | Time: 2721.4 ms
[2021-01-21 21:37:16 main:574] : INFO : Epoch 2034 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 2651.38 ms
[2021-01-21 21:37:19 main:574] : INFO : Epoch 2035 | loss: 0.0311785 | val_loss: 0.0311858 | Time: 2670.48 ms
[2021-01-21 21:37:22 main:574] : INFO : Epoch 2036 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 2792.94 ms
[2021-01-21 21:37:25 main:574] : INFO : Epoch 2037 | loss: 0.0311753 | val_loss: 0.0311836 | Time: 2853.27 ms
[2021-01-21 21:37:28 main:574] : INFO : Epoch 2038 | loss: 0.0311773 | val_loss: 0.0311794 | Time: 2794.86 ms
[2021-01-21 21:37:31 main:574] : INFO : Epoch 2039 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 2806.06 ms
[2021-01-21 21:37:33 main:574] : INFO : Epoch 2040 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 2829.58 ms
[2021-01-21 21:37:36 main:574] : INFO : Epoch 2041 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 2855.64 ms
[2021-01-21 21:37:39 main:574] : INFO : Epoch 2042 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 2633.39 ms
[2021-01-21 21:37:42 main:574] : INFO : Epoch 2043 | loss: 0.031175 | val_loss: 0.0311814 | Time: 2674.7 ms
[2021-01-21 21:37:44 main:574] : INFO : Epoch 2044 | loss: 0.0311741 | val_loss: 0.0311809 | Time: 2672.27 ms
[2021-01-21 21:37:47 main:574] : INFO : Epoch 2045 | loss: 0.0311774 | val_loss: 0.0311849 | Time: 2718.83 ms
[2021-01-21 21:37:50 main:574] : INFO : Epoch 2046 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 2656.48 ms
[2021-01-21 21:37:53 main:574] : INFO : Epoch 2047 | loss: 0.031181 | val_loss: 0.0311854 | Time: 2713.78 ms
[2021-01-21 21:37:55 main:574] : INFO : Epoch 2048 | loss: 0.0311826 | val_loss: 0.0311904 | Time: 2678.99 ms
[2021-01-21 21:37:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311904
[2021-01-21 21:37:55 main:603] : INFO : Saving end state to config to file
[2021-01-21 21:37:55 main:608] : INFO : Success, exiting..
21:37:55 (19148): 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)