Task 14618926
| Name | ParityModified-1647046686-13618-3-0_0 |
| Workunit | 11638918 |
| Created | 12 Apr 2022, 22:47:07 UTC |
| Sent | 12 Apr 2022, 22:47:13 UTC |
| Report deadline | 20 Apr 2022, 22:47:13 UTC |
| Received | 13 Apr 2022, 0:57:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 2 hours 0 min 11 sec |
| CPU time | 2 hours 0 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,055.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.86 GB |
| Peak swap size | 4.75 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311878 | val_loss: 0.0311861 | Time: 2652.13 ms
[2022-04-12 17:34:41 main:574] : INFO : Epoch 1543 | loss: 0.0311867 | val_loss: 0.0311863 | Time: 2625.02 ms
[2022-04-12 17:34:44 main:574] : INFO : Epoch 1544 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 2625.05 ms
[2022-04-12 17:34:47 main:574] : INFO : Epoch 1545 | loss: 0.0311883 | val_loss: 0.0311859 | Time: 2647.7 ms
[2022-04-12 17:34:49 main:574] : INFO : Epoch 1546 | loss: 0.0311867 | val_loss: 0.031186 | Time: 2621.77 ms
[2022-04-12 17:34:52 main:574] : INFO : Epoch 1547 | loss: 0.0311875 | val_loss: 0.0311859 | Time: 2618.11 ms
[2022-04-12 17:34:54 main:574] : INFO : Epoch 1548 | loss: 0.0311869 | val_loss: 0.031187 | Time: 2634.13 ms
[2022-04-12 17:34:57 main:574] : INFO : Epoch 1549 | loss: 0.0311878 | val_loss: 0.0311849 | Time: 2627.33 ms
[2022-04-12 17:35:00 main:574] : INFO : Epoch 1550 | loss: 0.0311874 | val_loss: 0.0311849 | Time: 2617.55 ms
[2022-04-12 17:35:02 main:574] : INFO : Epoch 1551 | loss: 0.0311875 | val_loss: 0.0311941 | Time: 2622.12 ms
[2022-04-12 17:35:05 main:574] : INFO : Epoch 1552 | loss: 0.0311901 | val_loss: 0.0311845 | Time: 2616.3 ms
[2022-04-12 17:35:08 main:574] : INFO : Epoch 1553 | loss: 0.0311874 | val_loss: 0.0311865 | Time: 2630.75 ms
[2022-04-12 17:35:10 main:574] : INFO : Epoch 1554 | loss: 0.0311864 | val_loss: 0.0311854 | Time: 2611.62 ms
[2022-04-12 17:35:13 main:574] : INFO : Epoch 1555 | loss: 0.031188 | val_loss: 0.0311877 | Time: 2619.44 ms
[2022-04-12 17:35:15 main:574] : INFO : Epoch 1556 | loss: 0.0311893 | val_loss: 0.0311851 | Time: 2617.24 ms
[2022-04-12 17:35:18 main:574] : INFO : Epoch 1557 | loss: 0.0311859 | val_loss: 0.031185 | Time: 2632.23 ms
[2022-04-12 17:35:21 main:574] : INFO : Epoch 1558 | loss: 0.0311865 | val_loss: 0.031185 | Time: 2616.56 ms
[2022-04-12 17:35:23 main:574] : INFO : Epoch 1559 | loss: 0.0311872 | val_loss: 0.0311846 | Time: 2619.08 ms
[2022-04-12 17:35:26 main:574] : INFO : Epoch 1560 | loss: 0.0311893 | val_loss: 0.0311865 | Time: 2618.38 ms
[2022-04-12 17:35:29 main:574] : INFO : Epoch 1561 | loss: 0.0311905 | val_loss: 0.0311858 | Time: 2643.53 ms
[2022-04-12 17:35:31 main:574] : INFO : Epoch 1562 | loss: 0.0311862 | val_loss: 0.0311842 | Time: 2623.21 ms
[2022-04-12 17:35:34 main:574] : INFO : Epoch 1563 | loss: 0.0311883 | val_loss: 0.0311847 | Time: 2628.64 ms
[2022-04-12 17:35:36 main:574] : INFO : Epoch 1564 | loss: 0.0311887 | val_loss: 0.0311842 | Time: 2619.72 ms
[2022-04-12 17:35:39 main:574] : INFO : Epoch 1565 | loss: 0.0311859 | val_loss: 0.0311847 | Time: 2640.85 ms
[2022-04-12 17:35:42 main:574] : INFO : Epoch 1566 | loss: 0.0311863 | val_loss: 0.0311843 | Time: 2633.99 ms
[2022-04-12 17:35:44 main:574] : INFO : Epoch 1567 | loss: 0.0311859 | val_loss: 0.0311842 | Time: 2624.05 ms
[2022-04-12 17:35:47 main:574] : INFO : Epoch 1568 | loss: 0.0311866 | val_loss: 0.0311866 | Time: 2636.42 ms
[2022-04-12 17:35:50 main:574] : INFO : Epoch 1569 | loss: 0.0311859 | val_loss: 0.0311847 | Time: 2631.91 ms
[2022-04-12 17:35:52 main:574] : INFO : Epoch 1570 | loss: 0.0311856 | val_loss: 0.0311843 | Time: 2630.65 ms
[2022-04-12 17:35:55 main:574] : INFO : Epoch 1571 | loss: 0.0311856 | val_loss: 0.0311846 | Time: 2625.31 ms
[2022-04-12 17:35:57 main:574] : INFO : Epoch 1572 | loss: 0.0311861 | val_loss: 0.0311846 | Time: 2617.59 ms
[2022-04-12 17:36:00 main:574] : INFO : Epoch 1573 | loss: 0.0311869 | val_loss: 0.0311878 | Time: 2643.99 ms
[2022-04-12 17:36:03 main:574] : INFO : Epoch 1574 | loss: 0.031188 | val_loss: 0.0311841 | Time: 2629.29 ms
[2022-04-12 17:36:05 main:574] : INFO : Epoch 1575 | loss: 0.0311879 | val_loss: 0.0311891 | Time: 2644.16 ms
[2022-04-12 17:36:08 main:574] : INFO : Epoch 1576 | loss: 0.0311871 | val_loss: 0.0311843 | Time: 2624.72 ms
[2022-04-12 17:36:11 main:574] : INFO : Epoch 1577 | loss: 0.0311857 | val_loss: 0.0311847 | Time: 2637.29 ms
[2022-04-12 17:36:13 main:574] : INFO : Epoch 1578 | loss: 0.0311857 | val_loss: 0.0311844 | Time: 2634.15 ms
[2022-04-12 17:36:16 main:574] : INFO : Epoch 1579 | loss: 0.0311878 | val_loss: 0.0311865 | Time: 2612.68 ms
[2022-04-12 17:36:19 main:574] : INFO : Epoch 1580 | loss: 0.0311876 | val_loss: 0.0311842 | Time: 2621.3 ms
[2022-04-12 17:36:21 main:574] : INFO : Epoch 1581 | loss: 0.0311851 | val_loss: 0.0311844 | Time: 2612.76 ms
[2022-04-12 17:36:24 main:574] : INFO : Epoch 1582 | loss: 0.0311858 | val_loss: 0.0311906 | Time: 2603.59 ms
[2022-04-12 17:36:26 main:574] : INFO : Epoch 1583 | loss: 0.0311975 | val_loss: 0.0312014 | Time: 2605.05 ms
[2022-04-12 17:36:29 main:574] : INFO : Epoch 1584 | loss: 0.0311938 | val_loss: 0.0311884 | Time: 2600.36 ms
[2022-04-12 17:36:32 main:574] : INFO : Epoch 1585 | loss: 0.0311885 | val_loss: 0.0311871 | Time: 2621.48 ms
[2022-04-12 17:36:34 main:574] : INFO : Epoch 1586 | loss: 0.0311885 | val_loss: 0.0311855 | Time: 2618.69 ms
[2022-04-12 17:36:37 main:574] : INFO : Epoch 1587 | loss: 0.0311895 | val_loss: 0.0311859 | Time: 2615.75 ms
[2022-04-12 17:36:39 main:574] : INFO : Epoch 1588 | loss: 0.0311864 | val_loss: 0.031185 | Time: 2630.7 ms
[2022-04-12 17:36:42 main:574] : INFO : Epoch 1589 | loss: 0.0311866 | val_loss: 0.0311866 | Time: 2647.19 ms
[2022-04-12 17:36:45 main:574] : INFO : Epoch 1590 | loss: 0.031187 | val_loss: 0.0311859 | Time: 2619 ms
[2022-04-12 17:36:47 main:574] : INFO : Epoch 1591 | loss: 0.0311871 | val_loss: 0.0311867 | Time: 2616.2 ms
[2022-04-12 17:36:50 main:574] : INFO : Epoch 1592 | loss: 0.0311861 | val_loss: 0.0311852 | Time: 2637.36 ms
[2022-04-12 17:36:53 main:574] : INFO : Epoch 1593 | loss: 0.0311908 | val_loss: 0.0311955 | Time: 2628.06 ms
[2022-04-12 17:36:55 main:574] : INFO : Epoch 1594 | loss: 0.0311893 | val_loss: 0.0311849 | Time: 2621.82 ms
[2022-04-12 17:36:58 main:574] : INFO : Epoch 1595 | loss: 0.0311869 | val_loss: 0.0311852 | Time: 2623.08 ms
[2022-04-12 17:37:01 main:574] : INFO : Epoch 1596 | loss: 0.0311862 | val_loss: 0.0311838 | Time: 2643.31 ms
[2022-04-12 17:37:03 main:574] : INFO : Epoch 1597 | loss: 0.0311859 | val_loss: 0.031188 | Time: 2622.29 ms
[2022-04-12 17:37:06 main:574] : INFO : Epoch 1598 | loss: 0.0311866 | val_loss: 0.0311852 | Time: 2632.52 ms
[2022-04-12 17:37:08 main:574] : INFO : Epoch 1599 | loss: 0.0311861 | val_loss: 0.0311851 | Time: 2609.34 ms
[2022-04-12 17:37:11 main:574] : INFO : Epoch 1600 | loss: 0.0311868 | val_loss: 0.0311897 | Time: 2642.9 ms
[2022-04-12 17:37:14 main:574] : INFO : Epoch 1601 | loss: 0.0311893 | val_loss: 0.0311857 | Time: 2616.78 ms
[2022-04-12 17:37:16 main:574] : INFO : Epoch 1602 | loss: 0.031189 | val_loss: 0.0311933 | Time: 2628.94 ms
[2022-04-12 17:37:19 main:574] : INFO : Epoch 1603 | loss: 0.0311868 | val_loss: 0.031187 | Time: 2623.49 ms
[2022-04-12 17:37:22 main:574] : INFO : Epoch 1604 | loss: 0.0311868 | val_loss: 0.0311834 | Time: 2646.92 ms
[2022-04-12 17:37:24 main:574] : INFO : Epoch 1605 | loss: 0.0311861 | val_loss: 0.0311848 | Time: 2625.74 ms
[2022-04-12 17:37:27 main:574] : INFO : Epoch 1606 | loss: 0.0311853 | val_loss: 0.0311848 | Time: 2627.19 ms
[2022-04-12 17:37:29 main:574] : INFO : Epoch 1607 | loss: 0.0311854 | val_loss: 0.0311896 | Time: 2621.97 ms
[2022-04-12 17:37:32 main:574] : INFO : Epoch 1608 | loss: 0.0311893 | val_loss: 0.0311853 | Time: 2629.98 ms
[2022-04-12 17:37:35 main:574] : INFO : Epoch 1609 | loss: 0.0311874 | val_loss: 0.0311844 | Time: 2626.55 ms
[2022-04-12 17:37:37 main:574] : INFO : Epoch 1610 | loss: 0.0311921 | val_loss: 0.0311915 | Time: 2627.87 ms
[2022-04-12 17:37:40 main:574] : INFO : Epoch 1611 | loss: 0.0311907 | val_loss: 0.0311887 | Time: 2624.35 ms
[2022-04-12 17:37:43 main:574] : INFO : Epoch 1612 | loss: 0.031191 | val_loss: 0.0311866 | Time: 2625.12 ms
[2022-04-12 17:37:45 main:574] : INFO : Epoch 1613 | loss: 0.0311881 | val_loss: 0.0311856 | Time: 2603.78 ms
[2022-04-12 17:37:48 main:574] : INFO : Epoch 1614 | loss: 0.0311866 | val_loss: 0.0311853 | Time: 2625.47 ms
[2022-04-12 17:37:50 main:574] : INFO : Epoch 1615 | loss: 0.0311862 | val_loss: 0.0311842 | Time: 2614.07 ms
[2022-04-12 17:37:53 main:574] : INFO : Epoch 1616 | loss: 0.0311883 | val_loss: 0.0311827 | Time: 2643.08 ms
[2022-04-12 17:37:56 main:574] : INFO : Epoch 1617 | loss: 0.031187 | val_loss: 0.0311847 | Time: 2605.89 ms
[2022-04-12 17:37:58 main:574] : INFO : Epoch 1618 | loss: 0.0311851 | val_loss: 0.0311831 | Time: 2619.98 ms
[2022-04-12 17:38:01 main:574] : INFO : Epoch 1619 | loss: 0.0311884 | val_loss: 0.0311898 | Time: 2616.82 ms
[2022-04-12 17:38:04 main:574] : INFO : Epoch 1620 | loss: 0.0311873 | val_loss: 0.0311879 | Time: 2635.96 ms
[2022-04-12 17:38:06 main:574] : INFO : Epoch 1621 | loss: 0.0311871 | val_loss: 0.0311841 | Time: 2622.58 ms
[2022-04-12 17:38:09 main:574] : INFO : Epoch 1622 | loss: 0.0311863 | val_loss: 0.0311893 | Time: 2627.91 ms
[2022-04-12 17:38:11 main:574] : INFO : Epoch 1623 | loss: 0.031186 | val_loss: 0.0311835 | Time: 2622.8 ms
[2022-04-12 17:38:14 main:574] : INFO : Epoch 1624 | loss: 0.0311865 | val_loss: 0.0311844 | Time: 2638.85 ms
[2022-04-12 17:38:17 main:574] : INFO : Epoch 1625 | loss: 0.0311862 | val_loss: 0.0311846 | Time: 2630.6 ms
[2022-04-12 17:38:19 main:574] : INFO : Epoch 1626 | loss: 0.0311853 | val_loss: 0.0311836 | Time: 2628.26 ms
[2022-04-12 17:38:22 main:574] : INFO : Epoch 1627 | loss: 0.0311872 | val_loss: 0.0311847 | Time: 2627.05 ms
[2022-04-12 17:38:25 main:574] : INFO : Epoch 1628 | loss: 0.0311929 | val_loss: 0.031196 | Time: 2665.42 ms
[2022-04-12 17:38:27 main:574] : INFO : Epoch 1629 | loss: 0.0311898 | val_loss: 0.031184 | Time: 2629.27 ms
[2022-04-12 17:38:30 main:574] : INFO : Epoch 1630 | loss: 0.0311879 | val_loss: 0.0311865 | Time: 2632.21 ms
[2022-04-12 17:38:33 main:574] : INFO : Epoch 1631 | loss: 0.0311859 | val_loss: 0.0311846 | Time: 2629.76 ms
[2022-04-12 17:38:35 main:574] : INFO : Epoch 1632 | loss: 0.0311876 | val_loss: 0.0311866 | Time: 2618.25 ms
[2022-04-12 17:38:38 main:574] : INFO : Epoch 1633 | loss: 0.0311865 | val_loss: 0.0311837 | Time: 2592.84 ms
[2022-04-12 17:38:40 main:574] : INFO : Epoch 1634 | loss: 0.0311851 | val_loss: 0.0311825 | Time: 2595.14 ms
[2022-04-12 17:38:43 main:574] : INFO : Epoch 1635 | loss: 0.0311849 | val_loss: 0.0311835 | Time: 2600.07 ms
[2022-04-12 17:38:46 main:574] : INFO : Epoch 1636 | loss: 0.0311859 | val_loss: 0.0311837 | Time: 2613.07 ms
[2022-04-12 17:38:48 main:574] : INFO : Epoch 1637 | loss: 0.0311861 | val_loss: 0.0311839 | Time: 2600.85 ms
[2022-04-12 17:38:51 main:574] : INFO : Epoch 1638 | loss: 0.0311875 | val_loss: 0.0311924 | Time: 2594.97 ms
[2022-04-12 17:38:53 main:574] : INFO : Epoch 1639 | loss: 0.0311906 | val_loss: 0.0311952 | Time: 2596.65 ms
[2022-04-12 17:38:56 main:574] : INFO : Epoch 1640 | loss: 0.0311858 | val_loss: 0.0311832 | Time: 2613.74 ms
[2022-04-12 17:38:59 main:574] : INFO : Epoch 1641 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 2605.4 ms
[2022-04-12 17:39:01 main:574] : INFO : Epoch 1642 | loss: 0.0311872 | val_loss: 0.0311846 | Time: 2614.59 ms
[2022-04-12 17:39:04 main:574] : INFO : Epoch 1643 | loss: 0.031185 | val_loss: 0.0311843 | Time: 2617.57 ms
[2022-04-12 17:39:06 main:574] : INFO : Epoch 1644 | loss: 0.0311854 | val_loss: 0.0311969 | Time: 2618.65 ms
[2022-04-12 17:39:09 main:574] : INFO : Epoch 1645 | loss: 0.0311851 | val_loss: 0.0311859 | Time: 2623.63 ms
[2022-04-12 17:39:12 main:574] : INFO : Epoch 1646 | loss: 0.0311832 | val_loss: 0.0311909 | Time: 2628.84 ms
[2022-04-12 17:39:14 main:574] : INFO : Epoch 1647 | loss: 0.031183 | val_loss: 0.0311835 | Time: 2627.82 ms
[2022-04-12 17:39:17 main:574] : INFO : Epoch 1648 | loss: 0.03118 | val_loss: 0.0311802 | Time: 2639.99 ms
[2022-04-12 17:39:20 main:574] : INFO : Epoch 1649 | loss: 0.0311804 | val_loss: 0.0311803 | Time: 2627.54 ms
[2022-04-12 17:39:22 main:574] : INFO : Epoch 1650 | loss: 0.0311812 | val_loss: 0.0311806 | Time: 2634.04 ms
[2022-04-12 17:39:25 main:574] : INFO : Epoch 1651 | loss: 0.0311855 | val_loss: 0.0311813 | Time: 2642.38 ms
[2022-04-12 17:39:28 main:574] : INFO : Epoch 1652 | loss: 0.0311822 | val_loss: 0.0311809 | Time: 2636.99 ms
[2022-04-12 17:39:30 main:574] : INFO : Epoch 1653 | loss: 0.0311804 | val_loss: 0.0311808 | Time: 2627.49 ms
[2022-04-12 17:39:33 main:574] : INFO : Epoch 1654 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 2623.51 ms
[2022-04-12 17:39:35 main:574] : INFO : Epoch 1655 | loss: 0.031178 | val_loss: 0.0311796 | Time: 2635.66 ms
[2022-04-12 17:39:38 main:574] : INFO : Epoch 1656 | loss: 0.0311776 | val_loss: 0.0311791 | Time: 2638.26 ms
[2022-04-12 17:39:41 main:574] : INFO : Epoch 1657 | loss: 0.0311794 | val_loss: 0.0311813 | Time: 2640.46 ms
[2022-04-12 17:39:43 main:574] : INFO : Epoch 1658 | loss: 0.0311778 | val_loss: 0.0311806 | Time: 2625.82 ms
[2022-04-12 17:39:46 main:574] : INFO : Epoch 1659 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 2635.24 ms
[2022-04-12 17:39:49 main:574] : INFO : Epoch 1660 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 2633.35 ms
[2022-04-12 17:39:51 main:574] : INFO : Epoch 1661 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 2634.98 ms
[2022-04-12 17:39:54 main:574] : INFO : Epoch 1662 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 2618.97 ms
[2022-04-12 17:39:57 main:574] : INFO : Epoch 1663 | loss: 0.031179 | val_loss: 0.0311827 | Time: 2647.51 ms
[2022-04-12 17:39:59 main:574] : INFO : Epoch 1664 | loss: 0.031181 | val_loss: 0.0311791 | Time: 2628.84 ms
[2022-04-12 17:40:02 main:574] : INFO : Epoch 1665 | loss: 0.031178 | val_loss: 0.03118 | Time: 2649.59 ms
[2022-04-12 17:40:04 main:574] : INFO : Epoch 1666 | loss: 0.0311794 | val_loss: 0.0311795 | Time: 2628.89 ms
[2022-04-12 17:40:07 main:574] : INFO : Epoch 1667 | loss: 0.0311814 | val_loss: 0.0311841 | Time: 2642.11 ms
[2022-04-12 17:40:10 main:574] : INFO : Epoch 1668 | loss: 0.0311793 | val_loss: 0.0311887 | Time: 2636.83 ms
[2022-04-12 17:40:12 main:574] : INFO : Epoch 1669 | loss: 0.0311812 | val_loss: 0.03118 | Time: 2615.62 ms
[2022-04-12 17:40:15 main:574] : INFO : Epoch 1670 | loss: 0.0311805 | val_loss: 0.0311798 | Time: 2629.77 ms
[2022-04-12 17:40:18 main:574] : INFO : Epoch 1671 | loss: 0.0311791 | val_loss: 0.0311797 | Time: 2640.23 ms
[2022-04-12 17:40:20 main:574] : INFO : Epoch 1672 | loss: 0.0311796 | val_loss: 0.0311795 | Time: 2625.56 ms
[2022-04-12 17:40:23 main:574] : INFO : Epoch 1673 | loss: 0.031181 | val_loss: 0.0311856 | Time: 2609.79 ms
[2022-04-12 17:40:26 main:574] : INFO : Epoch 1674 | loss: 0.0311803 | val_loss: 0.0311821 | Time: 2613.42 ms
[2022-04-12 17:40:28 main:574] : INFO : Epoch 1675 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 2619.5 ms
[2022-04-12 17:40:31 main:574] : INFO : Epoch 1676 | loss: 0.031179 | val_loss: 0.0311813 | Time: 2618.38 ms
[2022-04-12 17:40:33 main:574] : INFO : Epoch 1677 | loss: 0.0311822 | val_loss: 0.0311881 | Time: 2610.67 ms
[2022-04-12 17:40:36 main:574] : INFO : Epoch 1678 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 2609.67 ms
[2022-04-12 17:40:39 main:574] : INFO : Epoch 1679 | loss: 0.0311806 | val_loss: 0.0311833 | Time: 2640.29 ms
[2022-04-12 17:40:41 main:574] : INFO : Epoch 1680 | loss: 0.0311808 | val_loss: 0.0311806 | Time: 2622.44 ms
[2022-04-12 17:40:44 main:574] : INFO : Epoch 1681 | loss: 0.0311795 | val_loss: 0.0311811 | Time: 2637.22 ms
[2022-04-12 17:40:46 main:574] : INFO : Epoch 1682 | loss: 0.0311793 | val_loss: 0.0311842 | Time: 2616.46 ms
[2022-04-12 17:40:49 main:574] : INFO : Epoch 1683 | loss: 0.031179 | val_loss: 0.0311813 | Time: 2635.45 ms
[2022-04-12 17:40:52 main:574] : INFO : Epoch 1684 | loss: 0.0311776 | val_loss: 0.0311788 | Time: 2627.76 ms
[2022-04-12 17:40:54 main:574] : INFO : Epoch 1685 | loss: 0.0311763 | val_loss: 0.0311821 | Time: 2627.62 ms
[2022-04-12 17:40:57 main:574] : INFO : Epoch 1686 | loss: 0.0311796 | val_loss: 0.0311799 | Time: 2623.77 ms
[2022-04-12 17:41:00 main:574] : INFO : Epoch 1687 | loss: 0.0311861 | val_loss: 0.031192 | Time: 2629.01 ms
[2022-04-12 17:41:02 main:574] : INFO : Epoch 1688 | loss: 0.0311817 | val_loss: 0.0311859 | Time: 2622.65 ms
[2022-04-12 17:41:05 main:574] : INFO : Epoch 1689 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 2597.64 ms
[2022-04-12 17:41:07 main:574] : INFO : Epoch 1690 | loss: 0.031179 | val_loss: 0.0311783 | Time: 2605.14 ms
[2022-04-12 17:41:10 main:574] : INFO : Epoch 1691 | loss: 0.0311766 | val_loss: 0.0311789 | Time: 2641.06 ms
[2022-04-12 17:41:13 main:574] : INFO : Epoch 1692 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 2606.7 ms
[2022-04-12 17:41:15 main:574] : INFO : Epoch 1693 | loss: 0.0311734 | val_loss: 0.0311764 | Time: 2634.36 ms
[2022-04-12 17:41:18 main:574] : INFO : Epoch 1694 | loss: 0.0311784 | val_loss: 0.0311775 | Time: 2624.83 ms
[2022-04-12 17:41:21 main:574] : INFO : Epoch 1695 | loss: 0.0311763 | val_loss: 0.0311763 | Time: 2624.49 ms
[2022-04-12 17:41:23 main:574] : INFO : Epoch 1696 | loss: 0.0311767 | val_loss: 0.0311775 | Time: 2622.91 ms
[2022-04-12 17:41:26 main:574] : INFO : Epoch 1697 | loss: 0.0311728 | val_loss: 0.0311826 | Time: 2636.91 ms
[2022-04-12 17:41:29 main:574] : INFO : Epoch 1698 | loss: 0.0311724 | val_loss: 0.0311749 | Time: 2640.53 ms
[2022-04-12 17:41:31 main:574] : INFO : Epoch 1699 | loss: 0.0311729 | val_loss: 0.0311741 | Time: 2633.66 ms
[2022-04-12 17:41:34 main:574] : INFO : Epoch 1700 | loss: 0.0311775 | val_loss: 0.0311763 | Time: 2622.22 ms
[2022-04-12 17:41:36 main:574] : INFO : Epoch 1701 | loss: 0.0311745 | val_loss: 0.0311845 | Time: 2620.22 ms
[2022-04-12 17:41:39 main:574] : INFO : Epoch 1702 | loss: 0.031175 | val_loss: 0.0311759 | Time: 2630.85 ms
[2022-04-12 17:41:42 main:574] : INFO : Epoch 1703 | loss: 0.0311734 | val_loss: 0.0311775 | Time: 2631.64 ms
[2022-04-12 17:41:44 main:574] : INFO : Epoch 1704 | loss: 0.0311732 | val_loss: 0.0311747 | Time: 2621.61 ms
[2022-04-12 17:41:47 main:574] : INFO : Epoch 1705 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 2620.09 ms
[2022-04-12 17:41:50 main:574] : INFO : Epoch 1706 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 2627.58 ms
[2022-04-12 17:41:52 main:574] : INFO : Epoch 1707 | loss: 0.0311734 | val_loss: 0.0311747 | Time: 2614.12 ms
[2022-04-12 17:41:55 main:574] : INFO : Epoch 1708 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 2616.8 ms
[2022-04-12 17:41:57 main:574] : INFO : Epoch 1709 | loss: 0.0311741 | val_loss: 0.0311742 | Time: 2628.09 ms
[2022-04-12 17:42:00 main:574] : INFO : Epoch 1710 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 2641.5 ms
[2022-04-12 17:42:03 main:574] : INFO : Epoch 1711 | loss: 0.031174 | val_loss: 0.031175 | Time: 2624.79 ms
[2022-04-12 17:42:05 main:574] : INFO : Epoch 1712 | loss: 0.0311721 | val_loss: 0.0311746 | Time: 2626.72 ms
[2022-04-12 17:42:08 main:574] : INFO : Epoch 1713 | loss: 0.0311742 | val_loss: 0.0311737 | Time: 2619.45 ms
[2022-04-12 17:42:11 main:574] : INFO : Epoch 1714 | loss: 0.0311738 | val_loss: 0.0311747 | Time: 2620.04 ms
[2022-04-12 17:42:13 main:574] : INFO : Epoch 1715 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 2626.38 ms
[2022-04-12 17:42:16 main:574] : INFO : Epoch 1716 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 2639.13 ms
[2022-04-12 17:42:19 main:574] : INFO : Epoch 1717 | loss: 0.031174 | val_loss: 0.0311733 | Time: 2766.75 ms
[2022-04-12 17:42:21 main:574] : INFO : Epoch 1718 | loss: 0.0311722 | val_loss: 0.0311708 | Time: 2819.84 ms
[2022-04-12 17:42:24 main:574] : INFO : Epoch 1719 | loss: 0.0311711 | val_loss: 0.0311702 | Time: 2755.45 ms
[2022-04-12 17:42:27 main:574] : INFO : Epoch 1720 | loss: 0.0311705 | val_loss: 0.0311708 | Time: 2668.34 ms
[2022-04-12 17:42:30 main:574] : INFO : Epoch 1721 | loss: 0.0311707 | val_loss: 0.0311736 | Time: 2628.86 ms
[2022-04-12 17:42:32 main:574] : INFO : Epoch 1722 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 2650.52 ms
[2022-04-12 17:42:35 main:574] : INFO : Epoch 1723 | loss: 0.0311699 | val_loss: 0.0311688 | Time: 2608.65 ms
[2022-04-12 17:42:37 main:574] : INFO : Epoch 1724 | loss: 0.0311683 | val_loss: 0.0311677 | Time: 2625.35 ms
[2022-04-12 17:42:40 main:574] : INFO : Epoch 1725 | loss: 0.0311672 | val_loss: 0.031168 | Time: 2619.3 ms
[2022-04-12 17:42:43 main:574] : INFO : Epoch 1726 | loss: 0.0311675 | val_loss: 0.0311692 | Time: 2632.86 ms
[2022-04-12 17:42:45 main:574] : INFO : Epoch 1727 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 2629.12 ms
[2022-04-12 17:42:48 main:574] : INFO : Epoch 1728 | loss: 0.0311672 | val_loss: 0.0311687 | Time: 2635.99 ms
[2022-04-12 17:42:51 main:574] : INFO : Epoch 1729 | loss: 0.0311676 | val_loss: 0.0311697 | Time: 2623.51 ms
[2022-04-12 17:42:53 main:574] : INFO : Epoch 1730 | loss: 0.0311673 | val_loss: 0.03117 | Time: 2633.5 ms
[2022-04-12 17:42:56 main:574] : INFO : Epoch 1731 | loss: 0.0311665 | val_loss: 0.031169 | Time: 2644.82 ms
[2022-04-12 17:42:58 main:574] : INFO : Epoch 1732 | loss: 0.0311659 | val_loss: 0.0311768 | Time: 2652.63 ms
[2022-04-12 17:43:01 main:574] : INFO : Epoch 1733 | loss: 0.0311675 | val_loss: 0.0311731 | Time: 2622.63 ms
[2022-04-12 17:43:04 main:574] : INFO : Epoch 1734 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 2640.61 ms
[2022-04-12 17:43:06 main:574] : INFO : Epoch 1735 | loss: 0.031168 | val_loss: 0.0311712 | Time: 2621.34 ms
[2022-04-12 17:43:09 main:574] : INFO : Epoch 1736 | loss: 0.0311655 | val_loss: 0.0311721 | Time: 2616.54 ms
[2022-04-12 17:43:12 main:574] : INFO : Epoch 1737 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 2617.59 ms
[2022-04-12 17:43:14 main:574] : INFO : Epoch 1738 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 2601.98 ms
[2022-04-12 17:43:17 main:574] : INFO : Epoch 1739 | loss: 0.0311668 | val_loss: 0.0311706 | Time: 2600.56 ms
[2022-04-12 17:43:19 main:574] : INFO : Epoch 1740 | loss: 0.0311662 | val_loss: 0.0311783 | Time: 2612.35 ms
[2022-04-12 17:43:22 main:574] : INFO : Epoch 1741 | loss: 0.0311686 | val_loss: 0.0311717 | Time: 2629.13 ms
[2022-04-12 17:43:25 main:574] : INFO : Epoch 1742 | loss: 0.0311737 | val_loss: 0.0311877 | Time: 2612.03 ms
[2022-04-12 17:43:27 main:574] : INFO : Epoch 1743 | loss: 0.0311715 | val_loss: 0.0311775 | Time: 2622.1 ms
[2022-04-12 17:43:30 main:574] : INFO : Epoch 1744 | loss: 0.0311658 | val_loss: 0.031171 | Time: 2619.18 ms
[2022-04-12 17:43:33 main:574] : INFO : Epoch 1745 | loss: 0.0311646 | val_loss: 0.0311733 | Time: 2636.54 ms
[2022-04-12 17:43:35 main:574] : INFO : Epoch 1746 | loss: 0.0311687 | val_loss: 0.0311869 | Time: 2632.74 ms
[2022-04-12 17:43:38 main:574] : INFO : Epoch 1747 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 2633.11 ms
[2022-04-12 17:43:40 main:574] : INFO : Epoch 1748 | loss: 0.0311648 | val_loss: 0.0311705 | Time: 2629.48 ms
[2022-04-12 17:43:43 main:574] : INFO : Epoch 1749 | loss: 0.0311642 | val_loss: 0.0311736 | Time: 2633.38 ms
[2022-04-12 17:43:46 main:574] : INFO : Epoch 1750 | loss: 0.0311654 | val_loss: 0.0311714 | Time: 2622.39 ms
[2022-04-12 17:43:48 main:574] : INFO : Epoch 1751 | loss: 0.031165 | val_loss: 0.0311717 | Time: 2627.7 ms
[2022-04-12 17:43:51 main:574] : INFO : Epoch 1752 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 2615.14 ms
[2022-04-12 17:43:54 main:574] : INFO : Epoch 1753 | loss: 0.0311699 | val_loss: 0.0311694 | Time: 2641.39 ms
[2022-04-12 17:43:56 main:574] : INFO : Epoch 1754 | loss: 0.0311677 | val_loss: 0.0311698 | Time: 2629.97 ms
[2022-04-12 17:43:59 main:574] : INFO : Epoch 1755 | loss: 0.0311662 | val_loss: 0.0311686 | Time: 2613.63 ms
[2022-04-12 17:44:02 main:574] : INFO : Epoch 1756 | loss: 0.0311647 | val_loss: 0.0311722 | Time: 2628.59 ms
[2022-04-12 17:44:04 main:574] : INFO : Epoch 1757 | loss: 0.0311648 | val_loss: 0.0311694 | Time: 2620.97 ms
[2022-04-12 17:44:07 main:574] : INFO : Epoch 1758 | loss: 0.0311638 | val_loss: 0.0311705 | Time: 2612.84 ms
[2022-04-12 17:44:09 main:574] : INFO : Epoch 1759 | loss: 0.0311668 | val_loss: 0.0311729 | Time: 2613.08 ms
[2022-04-12 17:44:12 main:574] : INFO : Epoch 1760 | loss: 0.0311687 | val_loss: 0.0311748 | Time: 2625.44 ms
[2022-04-12 17:44:15 main:574] : INFO : Epoch 1761 | loss: 0.0311705 | val_loss: 0.0311823 | Time: 2624.32 ms
[2022-04-12 17:44:17 main:574] : INFO : Epoch 1762 | loss: 0.031174 | val_loss: 0.0311705 | Time: 2620.76 ms
[2022-04-12 17:44:20 main:574] : INFO : Epoch 1763 | loss: 0.0311698 | val_loss: 0.0311719 | Time: 2620.81 ms
[2022-04-12 17:44:22 main:574] : INFO : Epoch 1764 | loss: 0.0311679 | val_loss: 0.031171 | Time: 2621.48 ms
[2022-04-12 17:44:25 main:574] : INFO : Epoch 1765 | loss: 0.0311669 | val_loss: 0.0311705 | Time: 2629.05 ms
[2022-04-12 17:44:28 main:574] : INFO : Epoch 1766 | loss: 0.0311678 | val_loss: 0.0311748 | Time: 2619.83 ms
[2022-04-12 17:44:30 main:574] : INFO : Epoch 1767 | loss: 0.0311664 | val_loss: 0.0311712 | Time: 2630.64 ms
[2022-04-12 17:44:33 main:574] : INFO : Epoch 1768 | loss: 0.031166 | val_loss: 0.031169 | Time: 2623.3 ms
[2022-04-12 17:44:36 main:574] : INFO : Epoch 1769 | loss: 0.0311658 | val_loss: 0.0311713 | Time: 2643.02 ms
[2022-04-12 17:44:38 main:574] : INFO : Epoch 1770 | loss: 0.0311656 | val_loss: 0.0311687 | Time: 2637.3 ms
[2022-04-12 17:44:41 main:574] : INFO : Epoch 1771 | loss: 0.0311659 | val_loss: 0.0311685 | Time: 2618.13 ms
[2022-04-12 17:44:44 main:574] : INFO : Epoch 1772 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 2622.34 ms
[2022-04-12 17:44:46 main:574] : INFO : Epoch 1773 | loss: 0.0311654 | val_loss: 0.031177 | Time: 2631.39 ms
[2022-04-12 17:44:49 main:574] : INFO : Epoch 1774 | loss: 0.0311678 | val_loss: 0.0311761 | Time: 2637.04 ms
[2022-04-12 17:44:51 main:574] : INFO : Epoch 1775 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 2619.38 ms
[2022-04-12 17:44:54 main:574] : INFO : Epoch 1776 | loss: 0.0311658 | val_loss: 0.0311814 | Time: 2635.11 ms
[2022-04-12 17:44:57 main:574] : INFO : Epoch 1777 | loss: 0.0311666 | val_loss: 0.0311702 | Time: 2697.95 ms
[2022-04-12 17:44:59 main:574] : INFO : Epoch 1778 | loss: 0.0311646 | val_loss: 0.0311691 | Time: 2720.36 ms
[2022-04-12 17:45:02 main:574] : INFO : Epoch 1779 | loss: 0.0311634 | val_loss: 0.0311714 | Time: 2660.86 ms
[2022-04-12 17:45:05 main:574] : INFO : Epoch 1780 | loss: 0.0311626 | val_loss: 0.0311696 | Time: 2645.45 ms
[2022-04-12 17:45:07 main:574] : INFO : Epoch 1781 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 2640.56 ms
[2022-04-12 17:45:10 main:574] : INFO : Epoch 1782 | loss: 0.0311667 | val_loss: 0.0311709 | Time: 2633.49 ms
[2022-04-12 17:45:13 main:574] : INFO : Epoch 1783 | loss: 0.031162 | val_loss: 0.0311695 | Time: 2638.35 ms
[2022-04-12 17:45:15 main:574] : INFO : Epoch 1784 | loss: 0.0311618 | val_loss: 0.0311707 | Time: 2635.59 ms
[2022-04-12 17:45:18 main:574] : INFO : Epoch 1785 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 2630.5 ms
[2022-04-12 17:45:21 main:574] : INFO : Epoch 1786 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 2626.2 ms
[2022-04-12 17:45:23 main:574] : INFO : Epoch 1787 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 2647.5 ms
[2022-04-12 17:45:26 main:574] : INFO : Epoch 1788 | loss: 0.0311629 | val_loss: 0.031172 | Time: 2647.58 ms
[2022-04-12 17:45:29 main:574] : INFO : Epoch 1789 | loss: 0.0311697 | val_loss: 0.0311738 | Time: 2593.57 ms
[2022-04-12 17:45:31 main:574] : INFO : Epoch 1790 | loss: 0.031164 | val_loss: 0.0311721 | Time: 2610.86 ms
[2022-04-12 17:45:34 main:574] : INFO : Epoch 1791 | loss: 0.0311622 | val_loss: 0.0311713 | Time: 2606.29 ms
[2022-04-12 17:45:36 main:574] : INFO : Epoch 1792 | loss: 0.0311645 | val_loss: 0.0311712 | Time: 2617.75 ms
[2022-04-12 17:45:39 main:574] : INFO : Epoch 1793 | loss: 0.0311626 | val_loss: 0.031172 | Time: 2600.88 ms
[2022-04-12 17:45:42 main:574] : INFO : Epoch 1794 | loss: 0.0311628 | val_loss: 0.0311751 | Time: 2600.22 ms
[2022-04-12 17:45:44 main:574] : INFO : Epoch 1795 | loss: 0.0311632 | val_loss: 0.0311785 | Time: 2611.96 ms
[2022-04-12 17:45:47 main:574] : INFO : Epoch 1796 | loss: 0.0311659 | val_loss: 0.031178 | Time: 2613.82 ms
[2022-04-12 17:45:49 main:574] : INFO : Epoch 1797 | loss: 0.0311636 | val_loss: 0.0311724 | Time: 2607.33 ms
[2022-04-12 17:45:52 main:574] : INFO : Epoch 1798 | loss: 0.0311621 | val_loss: 0.0311775 | Time: 2615.8 ms
[2022-04-12 17:45:55 main:574] : INFO : Epoch 1799 | loss: 0.0311637 | val_loss: 0.0311721 | Time: 2635.54 ms
[2022-04-12 17:45:57 main:574] : INFO : Epoch 1800 | loss: 0.0311621 | val_loss: 0.0311724 | Time: 2636.96 ms
[2022-04-12 17:46:00 main:574] : INFO : Epoch 1801 | loss: 0.0311621 | val_loss: 0.031172 | Time: 2624.05 ms
[2022-04-12 17:46:03 main:574] : INFO : Epoch 1802 | loss: 0.0311639 | val_loss: 0.0311772 | Time: 2623.39 ms
[2022-04-12 17:46:05 main:574] : INFO : Epoch 1803 | loss: 0.0311663 | val_loss: 0.0311809 | Time: 2627.48 ms
[2022-04-12 17:46:08 main:574] : INFO : Epoch 1804 | loss: 0.0311655 | val_loss: 0.0311744 | Time: 2631.93 ms
[2022-04-12 17:46:10 main:574] : INFO : Epoch 1805 | loss: 0.0311648 | val_loss: 0.031178 | Time: 2629.56 ms
[2022-04-12 17:46:13 main:574] : INFO : Epoch 1806 | loss: 0.0311675 | val_loss: 0.0311776 | Time: 2624.41 ms
[2022-04-12 17:46:16 main:574] : INFO : Epoch 1807 | loss: 0.0311643 | val_loss: 0.0311737 | Time: 2630.52 ms
[2022-04-12 17:46:18 main:574] : INFO : Epoch 1808 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 2636.67 ms
[2022-04-12 17:46:21 main:574] : INFO : Epoch 1809 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 2622.58 ms
[2022-04-12 17:46:24 main:574] : INFO : Epoch 1810 | loss: 0.0311658 | val_loss: 0.0311706 | Time: 2631.99 ms
[2022-04-12 17:46:26 main:574] : INFO : Epoch 1811 | loss: 0.0311638 | val_loss: 0.0311706 | Time: 2627.57 ms
[2022-04-12 17:46:29 main:574] : INFO : Epoch 1812 | loss: 0.0311615 | val_loss: 0.0311739 | Time: 2627.55 ms
[2022-04-12 17:46:32 main:574] : INFO : Epoch 1813 | loss: 0.0311632 | val_loss: 0.0311706 | Time: 2638.81 ms
[2022-04-12 17:46:34 main:574] : INFO : Epoch 1814 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 2620.96 ms
[2022-04-12 17:46:37 main:574] : INFO : Epoch 1815 | loss: 0.0311629 | val_loss: 0.0311701 | Time: 2618.72 ms
[2022-04-12 17:46:39 main:574] : INFO : Epoch 1816 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 2629.27 ms
[2022-04-12 17:46:42 main:574] : INFO : Epoch 1817 | loss: 0.0311609 | val_loss: 0.0311754 | Time: 2613.13 ms
[2022-04-12 17:46:45 main:574] : INFO : Epoch 1818 | loss: 0.0311631 | val_loss: 0.0311705 | Time: 2620.33 ms
[2022-04-12 17:46:47 main:574] : INFO : Epoch 1819 | loss: 0.0311626 | val_loss: 0.0311746 | Time: 2631.45 ms
[2022-04-12 17:46:50 main:574] : INFO : Epoch 1820 | loss: 0.0311629 | val_loss: 0.0311713 | Time: 2636.46 ms
[2022-04-12 17:46:53 main:574] : INFO : Epoch 1821 | loss: 0.0311623 | val_loss: 0.0311712 | Time: 2625.62 ms
[2022-04-12 17:46:55 main:574] : INFO : Epoch 1822 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 2622.28 ms
[2022-04-12 17:46:58 main:574] : INFO : Epoch 1823 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 2622.18 ms
[2022-04-12 17:47:00 main:574] : INFO : Epoch 1824 | loss: 0.031162 | val_loss: 0.0311731 | Time: 2628.98 ms
[2022-04-12 17:47:03 main:574] : INFO : Epoch 1825 | loss: 0.031163 | val_loss: 0.0311723 | Time: 2632.47 ms
[2022-04-12 17:47:06 main:574] : INFO : Epoch 1826 | loss: 0.0311625 | val_loss: 0.0311706 | Time: 2622.92 ms
[2022-04-12 17:47:08 main:574] : INFO : Epoch 1827 | loss: 0.031162 | val_loss: 0.0311703 | Time: 2615.05 ms
[2022-04-12 17:47:11 main:574] : INFO : Epoch 1828 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 2627.9 ms
[2022-04-12 17:47:14 main:574] : INFO : Epoch 1829 | loss: 0.0311623 | val_loss: 0.0311714 | Time: 2623.01 ms
[2022-04-12 17:47:16 main:574] : INFO : Epoch 1830 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 2615.85 ms
[2022-04-12 17:47:19 main:574] : INFO : Epoch 1831 | loss: 0.0311616 | val_loss: 0.031181 | Time: 2623.39 ms
[2022-04-12 17:47:21 main:574] : INFO : Epoch 1832 | loss: 0.0311653 | val_loss: 0.0311758 | Time: 2626.23 ms
[2022-04-12 17:47:24 main:574] : INFO : Epoch 1833 | loss: 0.0311618 | val_loss: 0.0311735 | Time: 2632.21 ms
[2022-04-12 17:47:27 main:574] : INFO : Epoch 1834 | loss: 0.0311614 | val_loss: 0.0311713 | Time: 2615.67 ms
[2022-04-12 17:47:29 main:574] : INFO : Epoch 1835 | loss: 0.0311601 | val_loss: 0.0311729 | Time: 2630.76 ms
[2022-04-12 17:47:32 main:574] : INFO : Epoch 1836 | loss: 0.0311674 | val_loss: 0.0311824 | Time: 2618.91 ms
[2022-04-12 17:47:35 main:574] : INFO : Epoch 1837 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 2623.8 ms
[2022-04-12 17:47:37 main:574] : INFO : Epoch 1838 | loss: 0.0311609 | val_loss: 0.0311766 | Time: 2625.96 ms
[2022-04-12 17:47:40 main:574] : INFO : Epoch 1839 | loss: 0.031168 | val_loss: 0.0311852 | Time: 2644.6 ms
[2022-04-12 17:47:42 main:574] : INFO : Epoch 1840 | loss: 0.0311619 | val_loss: 0.031171 | Time: 2631.99 ms
[2022-04-12 17:47:45 main:574] : INFO : Epoch 1841 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 2629.53 ms
[2022-04-12 17:47:48 main:574] : INFO : Epoch 1842 | loss: 0.0311613 | val_loss: 0.031173 | Time: 2609.52 ms
[2022-04-12 17:47:50 main:574] : INFO : Epoch 1843 | loss: 0.0311593 | val_loss: 0.0311716 | Time: 2636.12 ms
[2022-04-12 17:47:53 main:574] : INFO : Epoch 1844 | loss: 0.0311631 | val_loss: 0.031174 | Time: 2600.72 ms
[2022-04-12 17:47:56 main:574] : INFO : Epoch 1845 | loss: 0.031163 | val_loss: 0.0311727 | Time: 2616.38 ms
[2022-04-12 17:47:58 main:574] : INFO : Epoch 1846 | loss: 0.0311621 | val_loss: 0.0311728 | Time: 2609.89 ms
[2022-04-12 17:48:01 main:574] : INFO : Epoch 1847 | loss: 0.0311625 | val_loss: 0.0311705 | Time: 2624.83 ms
[2022-04-12 17:48:03 main:574] : INFO : Epoch 1848 | loss: 0.0311638 | val_loss: 0.0311802 | Time: 2609.14 ms
[2022-04-12 17:48:06 main:574] : INFO : Epoch 1849 | loss: 0.0311679 | val_loss: 0.0311817 | Time: 2614.11 ms
[2022-04-12 17:48:09 main:574] : INFO : Epoch 1850 | loss: 0.0311661 | val_loss: 0.0311743 | Time: 2599.52 ms
[2022-04-12 17:48:11 main:574] : INFO : Epoch 1851 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 2634.45 ms
[2022-04-12 17:48:14 main:574] : INFO : Epoch 1852 | loss: 0.031161 | val_loss: 0.031171 | Time: 2615.8 ms
[2022-04-12 17:48:17 main:574] : INFO : Epoch 1853 | loss: 0.0311616 | val_loss: 0.0311692 | Time: 2618.66 ms
[2022-04-12 17:48:19 main:574] : INFO : Epoch 1854 | loss: 0.0311655 | val_loss: 0.0311789 | Time: 2635.47 ms
[2022-04-12 17:48:22 main:574] : INFO : Epoch 1855 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 2625.68 ms
[2022-04-12 17:48:24 main:574] : INFO : Epoch 1856 | loss: 0.0311679 | val_loss: 0.0311711 | Time: 2629.13 ms
[2022-04-12 17:48:27 main:574] : INFO : Epoch 1857 | loss: 0.0311627 | val_loss: 0.0311788 | Time: 2623.78 ms
[2022-04-12 17:48:30 main:574] : INFO : Epoch 1858 | loss: 0.031165 | val_loss: 0.031173 | Time: 2626.12 ms
[2022-04-12 17:48:32 main:574] : INFO : Epoch 1859 | loss: 0.031162 | val_loss: 0.0311713 | Time: 2641.06 ms
[2022-04-12 17:48:35 main:574] : INFO : Epoch 1860 | loss: 0.0311648 | val_loss: 0.0311753 | Time: 2627.1 ms
[2022-04-12 17:48:38 main:574] : INFO : Epoch 1861 | loss: 0.0311652 | val_loss: 0.0311706 | Time: 2710.42 ms
[2022-04-12 17:48:40 main:574] : INFO : Epoch 1862 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 2774.51 ms
[2022-04-12 17:48:43 main:574] : INFO : Epoch 1863 | loss: 0.0311647 | val_loss: 0.0311693 | Time: 2792.81 ms
[2022-04-12 17:48:56 main:574] : INFO : Epoch 1864 | loss: 0.0311615 | val_loss: 0.0311715 | Time: 12794.6 ms
[2022-04-12 17:48:59 main:574] : INFO : Epoch 1865 | loss: 0.0311606 | val_loss: 0.0311691 | Time: 2627.82 ms
[2022-04-12 17:49:01 main:574] : INFO : Epoch 1866 | loss: 0.0311614 | val_loss: 0.0311715 | Time: 2631.98 ms
[2022-04-12 17:49:04 main:574] : INFO : Epoch 1867 | loss: 0.0311617 | val_loss: 0.0311689 | Time: 2634.69 ms
[2022-04-12 17:49:07 main:574] : INFO : Epoch 1868 | loss: 0.0311657 | val_loss: 0.0311691 | Time: 2619.21 ms
[2022-04-12 17:49:09 main:574] : INFO : Epoch 1869 | loss: 0.0311633 | val_loss: 0.0311704 | Time: 2627.15 ms
[2022-04-12 17:49:12 main:574] : INFO : Epoch 1870 | loss: 0.0311624 | val_loss: 0.0311727 | Time: 2613.07 ms
[2022-04-12 17:49:14 main:574] : INFO : Epoch 1871 | loss: 0.0311631 | val_loss: 0.0311701 | Time: 2626.88 ms
[2022-04-12 17:49:17 main:574] : INFO : Epoch 1872 | loss: 0.0311629 | val_loss: 0.0311712 | Time: 2614.56 ms
[2022-04-12 17:49:20 main:574] : INFO : Epoch 1873 | loss: 0.0311638 | val_loss: 0.0311698 | Time: 2618.83 ms
[2022-04-12 17:49:22 main:574] : INFO : Epoch 1874 | loss: 0.0311677 | val_loss: 0.0311712 | Time: 2626.56 ms
[2022-04-12 17:49:25 main:574] : INFO : Epoch 1875 | loss: 0.0311644 | val_loss: 0.0311717 | Time: 2629.16 ms
[2022-04-12 17:49:28 main:574] : INFO : Epoch 1876 | loss: 0.0311653 | val_loss: 0.0311777 | Time: 2611.86 ms
[2022-04-12 17:49:30 main:574] : INFO : Epoch 1877 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 2623.84 ms
[2022-04-12 17:49:33 main:574] : INFO : Epoch 1878 | loss: 0.0311617 | val_loss: 0.0311689 | Time: 2637.89 ms
[2022-04-12 17:49:35 main:574] : INFO : Epoch 1879 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 2627.73 ms
[2022-04-12 17:49:38 main:574] : INFO : Epoch 1880 | loss: 0.0311634 | val_loss: 0.031171 | Time: 2618.46 ms
[2022-04-12 17:49:41 main:574] : INFO : Epoch 1881 | loss: 0.031165 | val_loss: 0.031172 | Time: 2617.85 ms
[2022-04-12 17:49:43 main:574] : INFO : Epoch 1882 | loss: 0.031163 | val_loss: 0.0311707 | Time: 2643.48 ms
[2022-04-12 17:49:46 main:574] : INFO : Epoch 1883 | loss: 0.031162 | val_loss: 0.0311757 | Time: 2637.55 ms
[2022-04-12 17:49:49 main:574] : INFO : Epoch 1884 | loss: 0.031162 | val_loss: 0.031171 | Time: 2614.61 ms
[2022-04-12 17:49:51 main:574] : INFO : Epoch 1885 | loss: 0.0311613 | val_loss: 0.0311705 | Time: 2623 ms
[2022-04-12 17:49:54 main:574] : INFO : Epoch 1886 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 2651.59 ms
[2022-04-12 17:49:56 main:574] : INFO : Epoch 1887 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 2618.13 ms
[2022-04-12 17:49:59 main:574] : INFO : Epoch 1888 | loss: 0.0311655 | val_loss: 0.0311708 | Time: 2646.24 ms
[2022-04-12 17:50:02 main:574] : INFO : Epoch 1889 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 2640.45 ms
[2022-04-12 17:50:04 main:574] : INFO : Epoch 1890 | loss: 0.0311616 | val_loss: 0.031172 | Time: 2657.77 ms
[2022-04-12 17:50:07 main:574] : INFO : Epoch 1891 | loss: 0.0311619 | val_loss: 0.0311702 | Time: 2620.22 ms
[2022-04-12 17:50:10 main:574] : INFO : Epoch 1892 | loss: 0.031162 | val_loss: 0.0311746 | Time: 2616.84 ms
[2022-04-12 17:50:12 main:574] : INFO : Epoch 1893 | loss: 0.0311625 | val_loss: 0.031174 | Time: 2606.15 ms
[2022-04-12 17:50:15 main:574] : INFO : Epoch 1894 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 2617.52 ms
[2022-04-12 17:50:18 main:574] : INFO : Epoch 1895 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 2597.08 ms
[2022-04-12 17:50:20 main:574] : INFO : Epoch 1896 | loss: 0.0311678 | val_loss: 0.0311688 | Time: 2617.25 ms
[2022-04-12 17:50:23 main:574] : INFO : Epoch 1897 | loss: 0.0311642 | val_loss: 0.031169 | Time: 2601.54 ms
[2022-04-12 17:50:25 main:574] : INFO : Epoch 1898 | loss: 0.0311637 | val_loss: 0.0311738 | Time: 2624.77 ms
[2022-04-12 17:50:28 main:574] : INFO : Epoch 1899 | loss: 0.0311634 | val_loss: 0.0311699 | Time: 2615.34 ms
[2022-04-12 17:50:31 main:574] : INFO : Epoch 1900 | loss: 0.0311609 | val_loss: 0.0311703 | Time: 2626.32 ms
[2022-04-12 17:50:33 main:574] : INFO : Epoch 1901 | loss: 0.0311689 | val_loss: 0.0311741 | Time: 2623.18 ms
[2022-04-12 17:50:36 main:574] : INFO : Epoch 1902 | loss: 0.0311652 | val_loss: 0.0311687 | Time: 2633.99 ms
[2022-04-12 17:50:38 main:574] : INFO : Epoch 1903 | loss: 0.031162 | val_loss: 0.031168 | Time: 2615.17 ms
[2022-04-12 17:50:41 main:574] : INFO : Epoch 1904 | loss: 0.0311621 | val_loss: 0.03118 | Time: 2621.01 ms
[2022-04-12 17:50:44 main:574] : INFO : Epoch 1905 | loss: 0.031162 | val_loss: 0.0311689 | Time: 2633.41 ms
[2022-04-12 17:50:46 main:574] : INFO : Epoch 1906 | loss: 0.031162 | val_loss: 0.0311702 | Time: 2644.4 ms
[2022-04-12 17:50:49 main:574] : INFO : Epoch 1907 | loss: 0.0311611 | val_loss: 0.0311699 | Time: 2617.17 ms
[2022-04-12 17:50:52 main:574] : INFO : Epoch 1908 | loss: 0.0311624 | val_loss: 0.03117 | Time: 2608.76 ms
[2022-04-12 17:50:54 main:574] : INFO : Epoch 1909 | loss: 0.0311618 | val_loss: 0.0311744 | Time: 2602.99 ms
[2022-04-12 17:50:57 main:574] : INFO : Epoch 1910 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 2645.82 ms
[2022-04-12 17:50:59 main:574] : INFO : Epoch 1911 | loss: 0.031162 | val_loss: 0.0311701 | Time: 2608.38 ms
[2022-04-12 17:51:02 main:574] : INFO : Epoch 1912 | loss: 0.0311611 | val_loss: 0.0311755 | Time: 2622.49 ms
[2022-04-12 17:51:05 main:574] : INFO : Epoch 1913 | loss: 0.0311643 | val_loss: 0.0311796 | Time: 2618.63 ms
[2022-04-12 17:51:07 main:574] : INFO : Epoch 1914 | loss: 0.0311639 | val_loss: 0.0311709 | Time: 2633.15 ms
[2022-04-12 17:51:10 main:574] : INFO : Epoch 1915 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 2607.72 ms
[2022-04-12 17:51:13 main:574] : INFO : Epoch 1916 | loss: 0.0311604 | val_loss: 0.0311751 | Time: 2617.96 ms
[2022-04-12 17:51:15 main:574] : INFO : Epoch 1917 | loss: 0.031167 | val_loss: 0.0311718 | Time: 2627.08 ms
[2022-04-12 17:51:18 main:574] : INFO : Epoch 1918 | loss: 0.0311674 | val_loss: 0.0311728 | Time: 2635.9 ms
[2022-04-12 17:51:21 main:574] : INFO : Epoch 1919 | loss: 0.0311663 | val_loss: 0.0311724 | Time: 2634.69 ms
[2022-04-12 17:51:23 main:574] : INFO : Epoch 1920 | loss: 0.031165 | val_loss: 0.0311713 | Time: 2626.77 ms
[2022-04-12 17:51:26 main:574] : INFO : Epoch 1921 | loss: 0.0311638 | val_loss: 0.0311715 | Time: 2622.84 ms
[2022-04-12 17:51:28 main:574] : INFO : Epoch 1922 | loss: 0.0311633 | val_loss: 0.0311735 | Time: 2633.55 ms
[2022-04-12 17:51:31 main:574] : INFO : Epoch 1923 | loss: 0.0311644 | val_loss: 0.0311714 | Time: 2629.7 ms
[2022-04-12 17:51:34 main:574] : INFO : Epoch 1924 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 2662 ms
[2022-04-12 17:51:36 main:574] : INFO : Epoch 1925 | loss: 0.0311644 | val_loss: 0.031175 | Time: 2658.03 ms
[2022-04-12 17:51:39 main:574] : INFO : Epoch 1926 | loss: 0.0311646 | val_loss: 0.0311723 | Time: 2828.15 ms
[2022-04-12 17:51:42 main:574] : INFO : Epoch 1927 | loss: 0.0311629 | val_loss: 0.0311749 | Time: 2821.54 ms
[2022-04-12 17:51:45 main:574] : INFO : Epoch 1928 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 2909.3 ms
[2022-04-12 17:51:48 main:574] : INFO : Epoch 1929 | loss: 0.0311641 | val_loss: 0.0311722 | Time: 3309.46 ms
[2022-04-12 17:51:51 main:574] : INFO : Epoch 1930 | loss: 0.0311645 | val_loss: 0.0311721 | Time: 2836.93 ms
[2022-04-12 17:51:54 main:574] : INFO : Epoch 1931 | loss: 0.0311648 | val_loss: 0.031175 | Time: 2716.49 ms
[2022-04-12 17:51:56 main:574] : INFO : Epoch 1932 | loss: 0.0311698 | val_loss: 0.0311725 | Time: 2669.44 ms
[2022-04-12 17:51:59 main:574] : INFO : Epoch 1933 | loss: 0.0311714 | val_loss: 0.0311736 | Time: 2662.03 ms
[2022-04-12 17:52:02 main:574] : INFO : Epoch 1934 | loss: 0.0311626 | val_loss: 0.0311695 | Time: 2634.04 ms
[2022-04-12 17:52:04 main:574] : INFO : Epoch 1935 | loss: 0.0311639 | val_loss: 0.031182 | Time: 2652.06 ms
[2022-04-12 17:52:07 main:574] : INFO : Epoch 1936 | loss: 0.0311694 | val_loss: 0.0311754 | Time: 2654.85 ms
[2022-04-12 17:52:10 main:574] : INFO : Epoch 1937 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 2709.12 ms
[2022-04-12 17:52:12 main:574] : INFO : Epoch 1938 | loss: 0.0311622 | val_loss: 0.0311697 | Time: 2652.04 ms
[2022-04-12 17:52:15 main:574] : INFO : Epoch 1939 | loss: 0.0311613 | val_loss: 0.0311728 | Time: 2631.08 ms
[2022-04-12 17:52:18 main:574] : INFO : Epoch 1940 | loss: 0.031164 | val_loss: 0.0311702 | Time: 2622.5 ms
[2022-04-12 17:52:20 main:574] : INFO : Epoch 1941 | loss: 0.0311626 | val_loss: 0.0311692 | Time: 2630.23 ms
[2022-04-12 17:52:23 main:574] : INFO : Epoch 1942 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 2616.48 ms
[2022-04-12 17:52:26 main:574] : INFO : Epoch 1943 | loss: 0.0311623 | val_loss: 0.0311737 | Time: 2607.64 ms
[2022-04-12 17:52:28 main:574] : INFO : Epoch 1944 | loss: 0.0311626 | val_loss: 0.031173 | Time: 2650.66 ms
[2022-04-12 17:52:31 main:574] : INFO : Epoch 1945 | loss: 0.0311606 | val_loss: 0.0311703 | Time: 2660.66 ms
[2022-04-12 17:52:34 main:574] : INFO : Epoch 1946 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 2617.04 ms
[2022-04-12 17:52:36 main:574] : INFO : Epoch 1947 | loss: 0.0311668 | val_loss: 0.031174 | Time: 2625.91 ms
[2022-04-12 17:52:39 main:574] : INFO : Epoch 1948 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 2630.2 ms
[2022-04-12 17:52:41 main:574] : INFO : Epoch 1949 | loss: 0.0311629 | val_loss: 0.0311746 | Time: 2630.94 ms
[2022-04-12 17:52:44 main:574] : INFO : Epoch 1950 | loss: 0.0311618 | val_loss: 0.0311705 | Time: 2632.81 ms
[2022-04-12 17:52:47 main:574] : INFO : Epoch 1951 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 2644 ms
[2022-04-12 17:52:49 main:574] : INFO : Epoch 1952 | loss: 0.0311612 | val_loss: 0.0311714 | Time: 2645.08 ms
[2022-04-12 17:52:52 main:574] : INFO : Epoch 1953 | loss: 0.0311657 | val_loss: 0.031184 | Time: 2633.89 ms
[2022-04-12 17:52:55 main:574] : INFO : Epoch 1954 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 2632.87 ms
[2022-04-12 17:52:57 main:574] : INFO : Epoch 1955 | loss: 0.0311632 | val_loss: 0.0311729 | Time: 2636.6 ms
[2022-04-12 17:53:00 main:574] : INFO : Epoch 1956 | loss: 0.0311637 | val_loss: 0.0311729 | Time: 2638.18 ms
[2022-04-12 17:53:03 main:574] : INFO : Epoch 1957 | loss: 0.0311642 | val_loss: 0.0311705 | Time: 2623.25 ms
[2022-04-12 17:53:05 main:574] : INFO : Epoch 1958 | loss: 0.0311621 | val_loss: 0.0311715 | Time: 2613.03 ms
[2022-04-12 17:53:08 main:574] : INFO : Epoch 1959 | loss: 0.0311616 | val_loss: 0.0311723 | Time: 2625.37 ms
[2022-04-12 17:53:10 main:574] : INFO : Epoch 1960 | loss: 0.0311605 | val_loss: 0.0311717 | Time: 2618.82 ms
[2022-04-12 17:53:13 main:574] : INFO : Epoch 1961 | loss: 0.0311618 | val_loss: 0.0311705 | Time: 2628.48 ms
[2022-04-12 17:53:16 main:574] : INFO : Epoch 1962 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 2606.61 ms
[2022-04-12 17:53:18 main:574] : INFO : Epoch 1963 | loss: 0.0311608 | val_loss: 0.0311702 | Time: 2622.13 ms
[2022-04-12 17:53:21 main:574] : INFO : Epoch 1964 | loss: 0.0311644 | val_loss: 0.0311689 | Time: 2641.42 ms
[2022-04-12 17:53:24 main:574] : INFO : Epoch 1965 | loss: 0.0311641 | val_loss: 0.0311728 | Time: 2647.33 ms
[2022-04-12 17:53:26 main:574] : INFO : Epoch 1966 | loss: 0.0311643 | val_loss: 0.0311694 | Time: 2624.44 ms
[2022-04-12 17:53:29 main:574] : INFO : Epoch 1967 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 2615.35 ms
[2022-04-12 17:53:31 main:574] : INFO : Epoch 1968 | loss: 0.0311638 | val_loss: 0.0311718 | Time: 2625.04 ms
[2022-04-12 17:53:34 main:574] : INFO : Epoch 1969 | loss: 0.0311701 | val_loss: 0.031181 | Time: 2637.23 ms
[2022-04-12 17:53:37 main:574] : INFO : Epoch 1970 | loss: 0.0311683 | val_loss: 0.0311773 | Time: 2605.15 ms
[2022-04-12 17:53:39 main:574] : INFO : Epoch 1971 | loss: 0.0311651 | val_loss: 0.0311717 | Time: 2628.2 ms
[2022-04-12 17:53:42 main:574] : INFO : Epoch 1972 | loss: 0.0311615 | val_loss: 0.0311695 | Time: 2628.6 ms
[2022-04-12 17:53:45 main:574] : INFO : Epoch 1973 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 2625.29 ms
[2022-04-12 17:53:47 main:574] : INFO : Epoch 1974 | loss: 0.0311656 | val_loss: 0.0311718 | Time: 2620.82 ms
[2022-04-12 17:53:50 main:574] : INFO : Epoch 1975 | loss: 0.0311644 | val_loss: 0.0311737 | Time: 2617.75 ms
[2022-04-12 17:53:52 main:574] : INFO : Epoch 1976 | loss: 0.0311632 | val_loss: 0.0311699 | Time: 2621.53 ms
[2022-04-12 17:53:55 main:574] : INFO : Epoch 1977 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 2633.36 ms
[2022-04-12 17:53:58 main:574] : INFO : Epoch 1978 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 2666.62 ms
[2022-04-12 17:54:00 main:574] : INFO : Epoch 1979 | loss: 0.0311643 | val_loss: 0.0311691 | Time: 2640.55 ms
[2022-04-12 17:54:03 main:574] : INFO : Epoch 1980 | loss: 0.0311619 | val_loss: 0.031169 | Time: 2661.73 ms
[2022-04-12 17:54:06 main:574] : INFO : Epoch 1981 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 2625.43 ms
[2022-04-12 17:54:08 main:574] : INFO : Epoch 1982 | loss: 0.0311635 | val_loss: 0.0311783 | Time: 2619.7 ms
[2022-04-12 17:54:11 main:574] : INFO : Epoch 1983 | loss: 0.0311641 | val_loss: 0.0311702 | Time: 2622.92 ms
[2022-04-12 17:54:14 main:574] : INFO : Epoch 1984 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 2629.45 ms
[2022-04-12 17:54:16 main:574] : INFO : Epoch 1985 | loss: 0.0409204 | val_loss: 0.119416 | Time: 2614.42 ms
[2022-04-12 17:54:19 main:574] : INFO : Epoch 1986 | loss: 0.0441208 | val_loss: 0.0321109 | Time: 2617.54 ms
[2022-04-12 17:54:21 main:574] : INFO : Epoch 1987 | loss: 0.0324343 | val_loss: 0.0315591 | Time: 2628.6 ms
[2022-04-12 17:54:24 main:574] : INFO : Epoch 1988 | loss: 0.031398 | val_loss: 0.0312909 | Time: 2627.44 ms
[2022-04-12 17:54:27 main:574] : INFO : Epoch 1989 | loss: 0.0312828 | val_loss: 0.0312628 | Time: 2615.39 ms
[2022-04-12 17:54:29 main:574] : INFO : Epoch 1990 | loss: 0.0312538 | val_loss: 0.0312492 | Time: 2597.8 ms
[2022-04-12 17:54:32 main:574] : INFO : Epoch 1991 | loss: 0.031242 | val_loss: 0.0312397 | Time: 2623.33 ms
[2022-04-12 17:54:35 main:574] : INFO : Epoch 1992 | loss: 0.0312348 | val_loss: 0.031235 | Time: 2624.67 ms
[2022-04-12 17:54:37 main:574] : INFO : Epoch 1993 | loss: 0.0312305 | val_loss: 0.0312248 | Time: 2609.03 ms
[2022-04-12 17:54:40 main:574] : INFO : Epoch 1994 | loss: 0.0312252 | val_loss: 0.0312229 | Time: 2600.19 ms
[2022-04-12 17:54:42 main:574] : INFO : Epoch 1995 | loss: 0.031221 | val_loss: 0.031218 | Time: 2609.79 ms
[2022-04-12 17:54:45 main:574] : INFO : Epoch 1996 | loss: 0.0312216 | val_loss: 0.0312161 | Time: 2639.89 ms
[2022-04-12 17:54:48 main:574] : INFO : Epoch 1997 | loss: 0.0312187 | val_loss: 0.0312159 | Time: 2619.45 ms
[2022-04-12 17:54:50 main:574] : INFO : Epoch 1998 | loss: 0.0312279 | val_loss: 0.0312149 | Time: 2614.61 ms
[2022-04-12 17:54:53 main:574] : INFO : Epoch 1999 | loss: 0.0312268 | val_loss: 0.0312097 | Time: 2623.49 ms
[2022-04-12 17:54:56 main:574] : INFO : Epoch 2000 | loss: 0.0312106 | val_loss: 0.0312072 | Time: 2624.38 ms
[2022-04-12 17:54:58 main:574] : INFO : Epoch 2001 | loss: 0.0312077 | val_loss: 0.0312161 | Time: 2622.59 ms
[2022-04-12 17:55:01 main:574] : INFO : Epoch 2002 | loss: 0.0312108 | val_loss: 0.031214 | Time: 2612.23 ms
[2022-04-12 17:55:03 main:574] : INFO : Epoch 2003 | loss: 0.0312109 | val_loss: 0.0312024 | Time: 2634.16 ms
[2022-04-12 17:55:06 main:574] : INFO : Epoch 2004 | loss: 0.0312048 | val_loss: 0.0312028 | Time: 2616.33 ms
[2022-04-12 17:55:09 main:574] : INFO : Epoch 2005 | loss: 0.0312018 | val_loss: 0.0312021 | Time: 2611.33 ms
[2022-04-12 17:55:11 main:574] : INFO : Epoch 2006 | loss: 0.0312012 | val_loss: 0.0311984 | Time: 2630.53 ms
[2022-04-12 17:55:14 main:574] : INFO : Epoch 2007 | loss: 0.0312012 | val_loss: 0.0312101 | Time: 2645.63 ms
[2022-04-12 17:55:17 main:574] : INFO : Epoch 2008 | loss: 0.0312015 | val_loss: 0.031196 | Time: 2637.17 ms
[2022-04-12 17:55:19 main:574] : INFO : Epoch 2009 | loss: 0.0311966 | val_loss: 0.0311968 | Time: 2631.06 ms
[2022-04-12 17:55:22 main:574] : INFO : Epoch 2010 | loss: 0.0312 | val_loss: 0.0312021 | Time: 2615.02 ms
[2022-04-12 17:55:24 main:574] : INFO : Epoch 2011 | loss: 0.0311959 | val_loss: 0.0311949 | Time: 2642.28 ms
[2022-04-12 17:55:27 main:574] : INFO : Epoch 2012 | loss: 0.0311988 | val_loss: 0.0311933 | Time: 2617.79 ms
[2022-04-12 17:55:30 main:574] : INFO : Epoch 2013 | loss: 0.0311936 | val_loss: 0.0311947 | Time: 2615.83 ms
[2022-04-12 17:55:32 main:574] : INFO : Epoch 2014 | loss: 0.0311932 | val_loss: 0.0311933 | Time: 2613.17 ms
[2022-04-12 17:55:35 main:574] : INFO : Epoch 2015 | loss: 0.0311942 | val_loss: 0.0311899 | Time: 2633.76 ms
[2022-04-12 17:55:38 main:574] : INFO : Epoch 2016 | loss: 0.0311967 | val_loss: 0.0312318 | Time: 2624.54 ms
[2022-04-12 17:55:40 main:574] : INFO : Epoch 2017 | loss: 0.0311983 | val_loss: 0.0311882 | Time: 2624.76 ms
[2022-04-12 17:55:43 main:574] : INFO : Epoch 2018 | loss: 0.031191 | val_loss: 0.0311874 | Time: 2610.49 ms
[2022-04-12 17:55:45 main:574] : INFO : Epoch 2019 | loss: 0.0311876 | val_loss: 0.0311882 | Time: 2621.59 ms
[2022-04-12 17:55:48 main:574] : INFO : Epoch 2020 | loss: 0.0311889 | val_loss: 0.0311901 | Time: 2601.86 ms
[2022-04-12 17:55:51 main:574] : INFO : Epoch 2021 | loss: 0.0311876 | val_loss: 0.0311881 | Time: 2619.14 ms
[2022-04-12 17:55:53 main:574] : INFO : Epoch 2022 | loss: 0.0311874 | val_loss: 0.0311847 | Time: 2611.88 ms
[2022-04-12 17:55:56 main:574] : INFO : Epoch 2023 | loss: 0.0311875 | val_loss: 0.0311923 | Time: 2619.85 ms
[2022-04-12 17:55:59 main:574] : INFO : Epoch 2024 | loss: 0.0311874 | val_loss: 0.0311845 | Time: 2608.06 ms
[2022-04-12 17:56:01 main:574] : INFO : Epoch 2025 | loss: 0.0311862 | val_loss: 0.031183 | Time: 2615.52 ms
[2022-04-12 17:56:04 main:574] : INFO : Epoch 2026 | loss: 0.0311825 | val_loss: 0.0311857 | Time: 2617.59 ms
[2022-04-12 17:56:06 main:574] : INFO : Epoch 2027 | loss: 0.031182 | val_loss: 0.031189 | Time: 2623.54 ms
[2022-04-12 17:56:09 main:574] : INFO : Epoch 2028 | loss: 0.0311996 | val_loss: 0.0312074 | Time: 2626.75 ms
[2022-04-12 17:56:12 main:574] : INFO : Epoch 2029 | loss: 0.0311954 | val_loss: 0.0311837 | Time: 2621.5 ms
[2022-04-12 17:56:14 main:574] : INFO : Epoch 2030 | loss: 0.0311846 | val_loss: 0.0311804 | Time: 2625.42 ms
[2022-04-12 17:56:17 main:574] : INFO : Epoch 2031 | loss: 0.0311813 | val_loss: 0.0311788 | Time: 2616.06 ms
[2022-04-12 17:56:20 main:574] : INFO : Epoch 2032 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 2624.91 ms
[2022-04-12 17:56:22 main:574] : INFO : Epoch 2033 | loss: 0.0311807 | val_loss: 0.0311755 | Time: 2622.29 ms
[2022-04-12 17:56:25 main:574] : INFO : Epoch 2034 | loss: 0.0311845 | val_loss: 0.0311913 | Time: 2623.95 ms
[2022-04-12 17:56:27 main:574] : INFO : Epoch 2035 | loss: 0.0311883 | val_loss: 0.0311775 | Time: 2653.51 ms
[2022-04-12 17:56:30 main:574] : INFO : Epoch 2036 | loss: 0.031183 | val_loss: 0.0311791 | Time: 2630.11 ms
[2022-04-12 17:56:33 main:574] : INFO : Epoch 2037 | loss: 0.0311816 | val_loss: 0.031182 | Time: 2620.76 ms
[2022-04-12 17:56:35 main:574] : INFO : Epoch 2038 | loss: 0.031181 | val_loss: 0.0311862 | Time: 2619.04 ms
[2022-04-12 17:56:38 main:574] : INFO : Epoch 2039 | loss: 0.0311812 | val_loss: 0.0311806 | Time: 2629.53 ms
[2022-04-12 17:56:41 main:574] : INFO : Epoch 2040 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 2606.69 ms
[2022-04-12 17:56:43 main:574] : INFO : Epoch 2041 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 2617.61 ms
[2022-04-12 17:56:46 main:574] : INFO : Epoch 2042 | loss: 0.031179 | val_loss: 0.0311801 | Time: 2631.75 ms
[2022-04-12 17:56:48 main:574] : INFO : Epoch 2043 | loss: 0.0311829 | val_loss: 0.0311831 | Time: 2615.14 ms
[2022-04-12 17:56:51 main:574] : INFO : Epoch 2044 | loss: 0.0311798 | val_loss: 0.0311788 | Time: 2626.63 ms
[2022-04-12 17:56:54 main:574] : INFO : Epoch 2045 | loss: 0.0311771 | val_loss: 0.0311792 | Time: 2605.27 ms
[2022-04-12 17:56:56 main:574] : INFO : Epoch 2046 | loss: 0.0311758 | val_loss: 0.0311778 | Time: 2604.24 ms
[2022-04-12 17:56:59 main:574] : INFO : Epoch 2047 | loss: 0.0311776 | val_loss: 0.0311749 | Time: 2619.04 ms
[2022-04-12 17:57:02 main:574] : INFO : Epoch 2048 | loss: 0.0311755 | val_loss: 0.0311834 | Time: 2608.66 ms
[2022-04-12 17:57:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311834
[2022-04-12 17:57:02 main:603] : INFO : Saving end state to config to file
[2022-04-12 17:57:02 main:608] : INFO : Success, exiting..
17:57:02 (24232): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)