Task 14551987
| Name | ParityModified-1647045176-24520-3-0_0 |
| Workunit | 11576122 |
| Created | 9 Apr 2022, 0:06:14 UTC |
| Sent | 11 Apr 2022, 0:49:53 UTC |
| Report deadline | 19 Apr 2022, 0:49:53 UTC |
| Received | 12 Apr 2022, 20:19:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 2 hours 0 min 18 sec |
| CPU time | 2 hours 0 min 10 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 | 2.85 GB |
| Peak swap size | 4.73 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: 0.0311482 | val_loss: 0.0311699 | Time: 2566.01 ms [2022-04-12 12:56:39 main:574] : INFO : Epoch 1543 | loss: 0.031151 | val_loss: 0.0311799 | Time: 2542.66 ms [2022-04-12 12:56:42 main:574] : INFO : Epoch 1544 | loss: 0.0311556 | val_loss: 0.0311701 | Time: 2554.98 ms [2022-04-12 12:56:44 main:574] : INFO : Epoch 1545 | loss: 0.0311515 | val_loss: 0.0311725 | Time: 2550.81 ms [2022-04-12 12:56:47 main:574] : INFO : Epoch 1546 | loss: 0.0311505 | val_loss: 0.0311735 | Time: 2529.88 ms [2022-04-12 12:56:49 main:574] : INFO : Epoch 1547 | loss: 0.0311501 | val_loss: 0.0311726 | Time: 2551.43 ms [2022-04-12 12:56:52 main:574] : INFO : Epoch 1548 | loss: 0.0311497 | val_loss: 0.031171 | Time: 2547.96 ms [2022-04-12 12:56:54 main:574] : INFO : Epoch 1549 | loss: 0.0311496 | val_loss: 0.0311739 | Time: 2559.26 ms [2022-04-12 12:56:57 main:574] : INFO : Epoch 1550 | loss: 0.0311485 | val_loss: 0.0311719 | Time: 2544.62 ms [2022-04-12 12:56:59 main:574] : INFO : Epoch 1551 | loss: 0.0311489 | val_loss: 0.031176 | Time: 2538.6 ms [2022-04-12 12:57:02 main:574] : INFO : Epoch 1552 | loss: 0.0311544 | val_loss: 0.0311775 | Time: 2582.92 ms [2022-04-12 12:57:05 main:574] : INFO : Epoch 1553 | loss: 0.0311564 | val_loss: 0.0311732 | Time: 2580.63 ms [2022-04-12 12:57:07 main:574] : INFO : Epoch 1554 | loss: 0.0311555 | val_loss: 0.0311784 | Time: 2543 ms [2022-04-12 12:57:10 main:574] : INFO : Epoch 1555 | loss: 0.0311572 | val_loss: 0.0311748 | Time: 2580.62 ms [2022-04-12 12:57:12 main:574] : INFO : Epoch 1556 | loss: 0.0311531 | val_loss: 0.0311785 | Time: 2561.47 ms [2022-04-12 12:57:15 main:574] : INFO : Epoch 1557 | loss: 0.0311559 | val_loss: 0.0311739 | Time: 2604.89 ms [2022-04-12 12:57:18 main:574] : INFO : Epoch 1558 | loss: 0.0311514 | val_loss: 0.0311746 | Time: 2686.95 ms [2022-04-12 12:57:20 main:574] : INFO : Epoch 1559 | loss: 0.0311507 | val_loss: 0.0311738 | Time: 2626.47 ms [2022-04-12 12:57:23 main:574] : INFO : Epoch 1560 | loss: 0.0311511 | val_loss: 0.0311756 | Time: 2631.82 ms [2022-04-12 12:57:25 main:574] : INFO : Epoch 1561 | loss: 0.0311494 | val_loss: 0.0311799 | Time: 2621.93 ms [2022-04-12 12:57:28 main:574] : INFO : Epoch 1562 | loss: 0.0311494 | val_loss: 0.0311754 | Time: 2617 ms [2022-04-12 12:57:31 main:574] : INFO : Epoch 1563 | loss: 0.0311482 | val_loss: 0.0311749 | Time: 2601.68 ms [2022-04-12 12:57:33 main:574] : INFO : Epoch 1564 | loss: 0.0311472 | val_loss: 0.0311786 | Time: 2615.5 ms [2022-04-12 12:57:36 main:574] : INFO : Epoch 1565 | loss: 0.0311464 | val_loss: 0.031176 | Time: 2631.3 ms [2022-04-12 12:57:39 main:574] : INFO : Epoch 1566 | loss: 0.0311473 | val_loss: 0.0311795 | Time: 2640.77 ms [2022-04-12 12:57:41 main:574] : INFO : Epoch 1567 | loss: 0.0311508 | val_loss: 0.0311847 | Time: 2615.92 ms [2022-04-12 12:57:44 main:574] : INFO : Epoch 1568 | loss: 0.0311532 | val_loss: 0.0311804 | Time: 2636.35 ms [2022-04-12 12:57:46 main:574] : INFO : Epoch 1569 | loss: 0.0311562 | val_loss: 0.031179 | Time: 2658.14 ms [2022-04-12 12:57:49 main:574] : INFO : Epoch 1570 | loss: 0.031154 | val_loss: 0.0311756 | Time: 2580.39 ms [2022-04-12 12:57:52 main:574] : INFO : Epoch 1571 | loss: 0.0311524 | val_loss: 0.0311728 | Time: 2699.56 ms [2022-04-12 12:57:54 main:574] : INFO : Epoch 1572 | loss: 0.03115 | val_loss: 0.0311759 | Time: 2720.74 ms [2022-04-12 12:57:57 main:574] : INFO : Epoch 1573 | loss: 0.0311541 | val_loss: 0.0311782 | Time: 2770.52 ms [2022-04-12 12:58:00 main:574] : INFO : Epoch 1574 | loss: 0.0311554 | val_loss: 0.0311754 | Time: 2578.8 ms [2022-04-12 12:58:02 main:574] : INFO : Epoch 1575 | loss: 0.0311508 | val_loss: 0.031173 | Time: 2605.25 ms [2022-04-12 12:58:05 main:574] : INFO : Epoch 1576 | loss: 0.0311499 | val_loss: 0.0311763 | Time: 2649.69 ms [2022-04-12 12:58:08 main:574] : INFO : Epoch 1577 | loss: 0.0311509 | val_loss: 0.031178 | Time: 2682.73 ms [2022-04-12 12:58:11 main:574] : INFO : Epoch 1578 | loss: 0.031152 | val_loss: 0.0311797 | Time: 2786.6 ms [2022-04-12 12:58:13 main:574] : INFO : Epoch 1579 | loss: 0.0311508 | val_loss: 0.0311752 | Time: 2662.21 ms [2022-04-12 12:58:16 main:574] : INFO : Epoch 1580 | loss: 0.03115 | val_loss: 0.0311729 | Time: 2745.6 ms [2022-04-12 12:58:19 main:574] : INFO : Epoch 1581 | loss: 0.0311466 | val_loss: 0.0311721 | Time: 2611.55 ms [2022-04-12 12:58:21 main:574] : INFO : Epoch 1582 | loss: 0.0311514 | val_loss: 0.0311755 | Time: 2565.09 ms [2022-04-12 12:58:24 main:574] : INFO : Epoch 1583 | loss: 0.0311523 | val_loss: 0.0311744 | Time: 2625.28 ms [2022-04-12 12:58:26 main:574] : INFO : Epoch 1584 | loss: 0.0311534 | val_loss: 0.0311768 | Time: 2639.57 ms [2022-04-12 12:58:29 main:574] : INFO : Epoch 1585 | loss: 0.0311651 | val_loss: 0.0311855 | Time: 3028.71 ms [2022-04-12 12:58:32 main:574] : INFO : Epoch 1586 | loss: 0.0311635 | val_loss: 0.0311781 | Time: 2697.81 ms [2022-04-12 12:58:35 main:574] : INFO : Epoch 1587 | loss: 0.0311621 | val_loss: 0.0311787 | Time: 2621.01 ms [2022-04-12 12:58:37 main:574] : INFO : Epoch 1588 | loss: 0.0311617 | val_loss: 0.031177 | Time: 2610.67 ms [2022-04-12 12:58:40 main:574] : INFO : Epoch 1589 | loss: 0.0311589 | val_loss: 0.0311753 | Time: 2619 ms [2022-04-12 12:58:43 main:574] : INFO : Epoch 1590 | loss: 0.0311536 | val_loss: 0.031178 | Time: 2609.06 ms [2022-04-12 12:58:45 main:574] : INFO : Epoch 1591 | loss: 0.0311545 | val_loss: 0.0311775 | Time: 2704.3 ms [2022-04-12 12:58:48 main:574] : INFO : Epoch 1592 | loss: 0.0311536 | val_loss: 0.0311793 | Time: 2646.91 ms [2022-04-12 12:58:51 main:574] : INFO : Epoch 1593 | loss: 0.0311547 | val_loss: 0.0311875 | Time: 2646.24 ms [2022-04-12 12:58:53 main:574] : INFO : Epoch 1594 | loss: 0.0311547 | val_loss: 0.0311805 | Time: 2619.19 ms [2022-04-12 12:58:56 main:574] : INFO : Epoch 1595 | loss: 0.0311591 | val_loss: 0.0311781 | Time: 2642.61 ms [2022-04-12 12:58:58 main:574] : INFO : Epoch 1596 | loss: 0.0311539 | val_loss: 0.0311782 | Time: 2601.05 ms [2022-04-12 12:59:01 main:574] : INFO : Epoch 1597 | loss: 0.0311524 | val_loss: 0.0311765 | Time: 2614.74 ms [2022-04-12 12:59:04 main:574] : INFO : Epoch 1598 | loss: 0.0311887 | val_loss: 0.0312055 | Time: 2641.21 ms [2022-04-12 12:59:06 main:574] : INFO : Epoch 1599 | loss: 0.0311955 | val_loss: 0.0311942 | Time: 2662.63 ms [2022-04-12 12:59:09 main:574] : INFO : Epoch 1600 | loss: 0.03119 | val_loss: 0.0311929 | Time: 2612.07 ms [2022-04-12 12:59:12 main:574] : INFO : Epoch 1601 | loss: 0.0311865 | val_loss: 0.0311857 | Time: 2625.38 ms [2022-04-12 12:59:14 main:574] : INFO : Epoch 1602 | loss: 0.03118 | val_loss: 0.0311854 | Time: 2657.62 ms [2022-04-12 12:59:17 main:574] : INFO : Epoch 1603 | loss: 0.0311783 | val_loss: 0.031179 | Time: 2678.57 ms [2022-04-12 12:59:20 main:574] : INFO : Epoch 1604 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 2698.17 ms [2022-04-12 12:59:22 main:574] : INFO : Epoch 1605 | loss: 0.0311731 | val_loss: 0.0311825 | Time: 2732.91 ms [2022-04-12 12:59:25 main:574] : INFO : Epoch 1606 | loss: 0.0311707 | val_loss: 0.0311806 | Time: 2731.44 ms [2022-04-12 12:59:28 main:574] : INFO : Epoch 1607 | loss: 0.0311686 | val_loss: 0.0311766 | Time: 2692.3 ms [2022-04-12 12:59:31 main:574] : INFO : Epoch 1608 | loss: 0.031169 | val_loss: 0.0311748 | Time: 2654.71 ms [2022-04-12 12:59:33 main:574] : INFO : Epoch 1609 | loss: 0.0311673 | val_loss: 0.0311753 | Time: 2725.11 ms [2022-04-12 12:59:36 main:574] : INFO : Epoch 1610 | loss: 0.0311673 | val_loss: 0.0311805 | Time: 2720.32 ms [2022-04-12 12:59:39 main:574] : INFO : Epoch 1611 | loss: 0.0311672 | val_loss: 0.0311761 | Time: 2693.97 ms [2022-04-12 12:59:41 main:574] : INFO : Epoch 1612 | loss: 0.0311666 | val_loss: 0.0311789 | Time: 2780.48 ms [2022-04-12 12:59:44 main:574] : INFO : Epoch 1613 | loss: 0.0311669 | val_loss: 0.0311783 | Time: 2721.62 ms [2022-04-12 12:59:47 main:574] : INFO : Epoch 1614 | loss: 0.0311679 | val_loss: 0.0311819 | Time: 2696.75 ms [2022-04-12 12:59:50 main:574] : INFO : Epoch 1615 | loss: 0.0311665 | val_loss: 0.0311799 | Time: 2664.37 ms [2022-04-12 12:59:52 main:574] : INFO : Epoch 1616 | loss: 0.0311673 | val_loss: 0.0311824 | Time: 2630.56 ms [2022-04-12 12:59:55 main:574] : INFO : Epoch 1617 | loss: 0.031167 | val_loss: 0.0311798 | Time: 2733.26 ms [2022-04-12 12:59:58 main:574] : INFO : Epoch 1618 | loss: 0.0311658 | val_loss: 0.0311776 | Time: 2767.61 ms [2022-04-12 13:00:00 main:574] : INFO : Epoch 1619 | loss: 0.0311644 | val_loss: 0.0311768 | Time: 2729.05 ms [2022-04-12 13:00:03 main:574] : INFO : Epoch 1620 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 2716.1 ms [2022-04-12 13:00:06 main:574] : INFO : Epoch 1621 | loss: 0.031162 | val_loss: 0.0311806 | Time: 2699.64 ms [2022-04-12 13:00:09 main:574] : INFO : Epoch 1622 | loss: 0.0311625 | val_loss: 0.0311788 | Time: 2711.15 ms [2022-04-12 13:00:11 main:574] : INFO : Epoch 1623 | loss: 0.0311601 | val_loss: 0.0311745 | Time: 2733.97 ms [2022-04-12 13:00:14 main:574] : INFO : Epoch 1624 | loss: 0.0311595 | val_loss: 0.0311836 | Time: 2749.15 ms [2022-04-12 13:00:17 main:574] : INFO : Epoch 1625 | loss: 0.031163 | val_loss: 0.0311762 | Time: 2731.35 ms [2022-04-12 13:00:19 main:574] : INFO : Epoch 1626 | loss: 0.0311583 | val_loss: 0.0311763 | Time: 2715.42 ms [2022-04-12 13:00:22 main:574] : INFO : Epoch 1627 | loss: 0.0311588 | val_loss: 0.0311767 | Time: 2645.72 ms [2022-04-12 13:00:25 main:574] : INFO : Epoch 1628 | loss: 0.0311654 | val_loss: 0.0311804 | Time: 2659.52 ms [2022-04-12 13:00:27 main:574] : INFO : Epoch 1629 | loss: 0.0311583 | val_loss: 0.031177 | Time: 2634.49 ms [2022-04-12 13:00:30 main:574] : INFO : Epoch 1630 | loss: 0.0311578 | val_loss: 0.0311814 | Time: 2658.76 ms [2022-04-12 13:00:33 main:574] : INFO : Epoch 1631 | loss: 0.031159 | val_loss: 0.031177 | Time: 2648.23 ms [2022-04-12 13:00:35 main:574] : INFO : Epoch 1632 | loss: 0.0311595 | val_loss: 0.0311785 | Time: 2662.76 ms [2022-04-12 13:00:38 main:574] : INFO : Epoch 1633 | loss: 0.0311577 | val_loss: 0.0311804 | Time: 2650.74 ms [2022-04-12 13:00:41 main:574] : INFO : Epoch 1634 | loss: 0.0311565 | val_loss: 0.0311776 | Time: 2653.12 ms [2022-04-12 13:00:43 main:574] : INFO : Epoch 1635 | loss: 0.0311581 | val_loss: 0.0311782 | Time: 2636.46 ms [2022-04-12 13:00:46 main:574] : INFO : Epoch 1636 | loss: 0.0311636 | val_loss: 0.0311822 | Time: 2649.36 ms [2022-04-12 13:00:49 main:574] : INFO : Epoch 1637 | loss: 0.0311618 | val_loss: 0.0311807 | Time: 2666.04 ms [2022-04-12 13:00:51 main:574] : INFO : Epoch 1638 | loss: 0.0311663 | val_loss: 0.0311773 | Time: 2671.91 ms [2022-04-12 13:00:54 main:574] : INFO : Epoch 1639 | loss: 0.031165 | val_loss: 0.0311817 | Time: 2654.17 ms [2022-04-12 13:00:57 main:574] : INFO : Epoch 1640 | loss: 0.031164 | val_loss: 0.0311792 | Time: 2637.43 ms [2022-04-12 13:00:59 main:574] : INFO : Epoch 1641 | loss: 0.031164 | val_loss: 0.0311886 | Time: 2667.85 ms [2022-04-12 13:01:02 main:574] : INFO : Epoch 1642 | loss: 0.0311643 | val_loss: 0.0311864 | Time: 2604.86 ms [2022-04-12 13:01:05 main:574] : INFO : Epoch 1643 | loss: 0.0311637 | val_loss: 0.03118 | Time: 2630.16 ms [2022-04-12 13:01:07 main:574] : INFO : Epoch 1644 | loss: 0.0311616 | val_loss: 0.0311771 | Time: 2627.41 ms [2022-04-12 13:01:10 main:574] : INFO : Epoch 1645 | loss: 0.0311612 | val_loss: 0.0311781 | Time: 2657.09 ms [2022-04-12 13:01:12 main:574] : INFO : Epoch 1646 | loss: 0.0311606 | val_loss: 0.0311782 | Time: 2631.45 ms [2022-04-12 13:01:15 main:574] : INFO : Epoch 1647 | loss: 0.0311592 | val_loss: 0.0311791 | Time: 2613.58 ms [2022-04-12 13:01:18 main:574] : INFO : Epoch 1648 | loss: 0.0311606 | val_loss: 0.0311794 | Time: 2617.76 ms [2022-04-12 13:01:20 main:574] : INFO : Epoch 1649 | loss: 0.0311626 | val_loss: 0.0311791 | Time: 2667.29 ms [2022-04-12 13:01:23 main:574] : INFO : Epoch 1650 | loss: 0.0311615 | val_loss: 0.0311813 | Time: 2662.01 ms [2022-04-12 13:01:26 main:574] : INFO : Epoch 1651 | loss: 0.0311623 | val_loss: 0.0311799 | Time: 2667.02 ms [2022-04-12 13:01:28 main:574] : INFO : Epoch 1652 | loss: 0.031159 | val_loss: 0.0311797 | Time: 2720.35 ms [2022-04-12 13:01:31 main:574] : INFO : Epoch 1653 | loss: 0.0311593 | val_loss: 0.0311869 | Time: 2676.79 ms [2022-04-12 13:01:34 main:574] : INFO : Epoch 1654 | loss: 0.0311617 | val_loss: 0.0311782 | Time: 2625.52 ms [2022-04-12 13:01:36 main:574] : INFO : Epoch 1655 | loss: 0.0311605 | val_loss: 0.0311803 | Time: 2651.44 ms [2022-04-12 13:01:39 main:574] : INFO : Epoch 1656 | loss: 0.0311583 | val_loss: 0.0311816 | Time: 2647.98 ms [2022-04-12 13:01:42 main:574] : INFO : Epoch 1657 | loss: 0.031159 | val_loss: 0.0311857 | Time: 2702.71 ms [2022-04-12 13:01:44 main:574] : INFO : Epoch 1658 | loss: 0.0311613 | val_loss: 0.0311778 | Time: 2730.34 ms [2022-04-12 13:01:47 main:574] : INFO : Epoch 1659 | loss: 0.0311581 | val_loss: 0.031181 | Time: 2724.09 ms [2022-04-12 13:01:50 main:574] : INFO : Epoch 1660 | loss: 0.031159 | val_loss: 0.0311796 | Time: 2693.3 ms [2022-04-12 13:01:53 main:574] : INFO : Epoch 1661 | loss: 0.0311617 | val_loss: 0.0311852 | Time: 2693.57 ms [2022-04-12 13:01:55 main:574] : INFO : Epoch 1662 | loss: 0.0311581 | val_loss: 0.031178 | Time: 2686.64 ms [2022-04-12 13:01:58 main:574] : INFO : Epoch 1663 | loss: 0.0311561 | val_loss: 0.0311776 | Time: 2620.81 ms [2022-04-12 13:02:01 main:574] : INFO : Epoch 1664 | loss: 0.0311573 | val_loss: 0.0311796 | Time: 2629.58 ms [2022-04-12 13:02:03 main:574] : INFO : Epoch 1665 | loss: 0.0311572 | val_loss: 0.0311806 | Time: 2646.83 ms [2022-04-12 13:02:06 main:574] : INFO : Epoch 1666 | loss: 0.0311592 | val_loss: 0.0311812 | Time: 2610.58 ms [2022-04-12 13:02:08 main:574] : INFO : Epoch 1667 | loss: 0.0311586 | val_loss: 0.0311791 | Time: 2636.05 ms [2022-04-12 13:02:11 main:574] : INFO : Epoch 1668 | loss: 0.0311573 | val_loss: 0.031183 | Time: 2641.35 ms [2022-04-12 13:02:14 main:574] : INFO : Epoch 1669 | loss: 0.0311549 | val_loss: 0.0311803 | Time: 2665.73 ms [2022-04-12 13:02:16 main:574] : INFO : Epoch 1670 | loss: 0.0311563 | val_loss: 0.0311807 | Time: 2647.58 ms [2022-04-12 13:02:19 main:574] : INFO : Epoch 1671 | loss: 0.0311568 | val_loss: 0.0311833 | Time: 2647.36 ms [2022-04-12 13:02:22 main:574] : INFO : Epoch 1672 | loss: 0.0311562 | val_loss: 0.0311777 | Time: 2681.45 ms [2022-04-12 13:02:24 main:574] : INFO : Epoch 1673 | loss: 0.031155 | val_loss: 0.0311776 | Time: 2632.76 ms [2022-04-12 13:02:27 main:574] : INFO : Epoch 1674 | loss: 0.0311539 | val_loss: 0.0311789 | Time: 2667.85 ms [2022-04-12 13:02:30 main:574] : INFO : Epoch 1675 | loss: 0.031153 | val_loss: 0.0311803 | Time: 2659.66 ms [2022-04-12 13:02:32 main:574] : INFO : Epoch 1676 | loss: 0.0311539 | val_loss: 0.0311769 | Time: 2677.79 ms [2022-04-12 13:02:35 main:574] : INFO : Epoch 1677 | loss: 0.031156 | val_loss: 0.0311834 | Time: 2761.68 ms [2022-04-12 13:02:38 main:574] : INFO : Epoch 1678 | loss: 0.0311552 | val_loss: 0.0311792 | Time: 2767.26 ms [2022-04-12 13:02:41 main:574] : INFO : Epoch 1679 | loss: 0.0311546 | val_loss: 0.0311816 | Time: 3443.37 ms [2022-04-12 13:02:45 main:574] : INFO : Epoch 1680 | loss: 0.0311573 | val_loss: 0.03118 | Time: 3441.09 ms [2022-04-12 13:02:47 main:574] : INFO : Epoch 1681 | loss: 0.0311544 | val_loss: 0.0311792 | Time: 2628.82 ms [2022-04-12 13:02:50 main:574] : INFO : Epoch 1682 | loss: 0.0311546 | val_loss: 0.0311822 | Time: 2640.5 ms [2022-04-12 13:02:53 main:574] : INFO : Epoch 1683 | loss: 0.0311574 | val_loss: 0.0311817 | Time: 2606.7 ms [2022-04-12 13:02:55 main:574] : INFO : Epoch 1684 | loss: 0.0311588 | val_loss: 0.0311819 | Time: 2635.38 ms [2022-04-12 13:02:58 main:574] : INFO : Epoch 1685 | loss: 0.0311585 | val_loss: 0.0311867 | Time: 2579.98 ms [2022-04-12 13:03:01 main:574] : INFO : Epoch 1686 | loss: 0.031161 | val_loss: 0.0311871 | Time: 2600.56 ms [2022-04-12 13:03:03 main:574] : INFO : Epoch 1687 | loss: 0.0311619 | val_loss: 0.0311787 | Time: 2579.59 ms [2022-04-12 13:03:06 main:574] : INFO : Epoch 1688 | loss: 0.0311616 | val_loss: 0.0311782 | Time: 2591.98 ms [2022-04-12 13:03:08 main:574] : INFO : Epoch 1689 | loss: 0.0311597 | val_loss: 0.0311792 | Time: 2580.37 ms [2022-04-12 13:03:11 main:574] : INFO : Epoch 1690 | loss: 0.0311579 | val_loss: 0.031179 | Time: 2727.76 ms [2022-04-12 13:03:14 main:574] : INFO : Epoch 1691 | loss: 0.0311576 | val_loss: 0.0311764 | Time: 3108.53 ms [2022-04-12 13:03:18 main:574] : INFO : Epoch 1692 | loss: 0.0311636 | val_loss: 0.0311873 | Time: 3668.29 ms [2022-04-12 13:03:21 main:574] : INFO : Epoch 1693 | loss: 0.0311613 | val_loss: 0.0311834 | Time: 3545.97 ms [2022-04-12 13:03:25 main:574] : INFO : Epoch 1694 | loss: 0.0311566 | val_loss: 0.031177 | Time: 3610.11 ms [2022-04-12 13:03:29 main:574] : INFO : Epoch 1695 | loss: 0.0311551 | val_loss: 0.0311806 | Time: 3675.93 ms [2022-04-12 13:03:32 main:574] : INFO : Epoch 1696 | loss: 0.0311548 | val_loss: 0.0311791 | Time: 3516.95 ms [2022-04-12 13:03:36 main:574] : INFO : Epoch 1697 | loss: 0.0311563 | val_loss: 0.0311784 | Time: 3536.7 ms [2022-04-12 13:03:39 main:574] : INFO : Epoch 1698 | loss: 0.0311568 | val_loss: 0.0311802 | Time: 3546.74 ms [2022-04-12 13:03:43 main:574] : INFO : Epoch 1699 | loss: 0.0311558 | val_loss: 0.0311777 | Time: 3602.42 ms [2022-04-12 13:03:46 main:574] : INFO : Epoch 1700 | loss: 0.0311584 | val_loss: 0.0311783 | Time: 3611.26 ms [2022-04-12 13:03:50 main:574] : INFO : Epoch 1701 | loss: 0.0311569 | val_loss: 0.0311752 | Time: 3623.79 ms [2022-04-12 13:03:54 main:574] : INFO : Epoch 1702 | loss: 0.0311589 | val_loss: 0.0311869 | Time: 3619.61 ms [2022-04-12 13:03:57 main:574] : INFO : Epoch 1703 | loss: 0.0311591 | val_loss: 0.0311776 | Time: 3629.21 ms [2022-04-12 13:04:01 main:574] : INFO : Epoch 1704 | loss: 0.0311534 | val_loss: 0.0311756 | Time: 3666.3 ms [2022-04-12 13:04:05 main:574] : INFO : Epoch 1705 | loss: 0.0311566 | val_loss: 0.0311764 | Time: 3541.3 ms [2022-04-12 13:04:08 main:574] : INFO : Epoch 1706 | loss: 0.0311548 | val_loss: 0.0311769 | Time: 3609.07 ms [2022-04-12 13:04:12 main:574] : INFO : Epoch 1707 | loss: 0.0311544 | val_loss: 0.0311764 | Time: 3593.76 ms [2022-04-12 13:04:15 main:574] : INFO : Epoch 1708 | loss: 0.0311535 | val_loss: 0.0311793 | Time: 3591.9 ms [2022-04-12 13:04:19 main:574] : INFO : Epoch 1709 | loss: 0.0311545 | val_loss: 0.0311764 | Time: 3573.96 ms [2022-04-12 13:04:22 main:574] : INFO : Epoch 1710 | loss: 0.0311564 | val_loss: 0.0311767 | Time: 3366.49 ms [2022-04-12 13:04:25 main:574] : INFO : Epoch 1711 | loss: 0.0311564 | val_loss: 0.0311768 | Time: 2713.25 ms [2022-04-12 13:04:28 main:574] : INFO : Epoch 1712 | loss: 0.0311571 | val_loss: 0.0311779 | Time: 2692.16 ms [2022-04-12 13:04:30 main:574] : INFO : Epoch 1713 | loss: 0.0311604 | val_loss: 0.0311776 | Time: 2632.26 ms [2022-04-12 13:04:33 main:574] : INFO : Epoch 1714 | loss: 0.0311591 | val_loss: 0.0311762 | Time: 2685.51 ms [2022-04-12 13:04:36 main:574] : INFO : Epoch 1715 | loss: 0.031157 | val_loss: 0.0311758 | Time: 2678.72 ms [2022-04-12 13:04:38 main:574] : INFO : Epoch 1716 | loss: 0.0311559 | val_loss: 0.0311772 | Time: 2668.51 ms [2022-04-12 13:04:41 main:574] : INFO : Epoch 1717 | loss: 0.0311573 | val_loss: 0.0311768 | Time: 2859.69 ms [2022-04-12 13:04:44 main:574] : INFO : Epoch 1718 | loss: 0.0311568 | val_loss: 0.0311757 | Time: 2886.15 ms [2022-04-12 13:04:47 main:574] : INFO : Epoch 1719 | loss: 0.0311598 | val_loss: 0.0311852 | Time: 2823.75 ms [2022-04-12 13:04:50 main:574] : INFO : Epoch 1720 | loss: 0.0311608 | val_loss: 0.0311752 | Time: 2876.68 ms [2022-04-12 13:04:53 main:574] : INFO : Epoch 1721 | loss: 0.0311592 | val_loss: 0.0311771 | Time: 2687.47 ms [2022-04-12 13:04:55 main:574] : INFO : Epoch 1722 | loss: 0.0311582 | val_loss: 0.0311751 | Time: 2752.21 ms [2022-04-12 13:04:58 main:574] : INFO : Epoch 1723 | loss: 0.0311549 | val_loss: 0.0311767 | Time: 2805.56 ms [2022-04-12 13:05:01 main:574] : INFO : Epoch 1724 | loss: 0.0311543 | val_loss: 0.0311739 | Time: 2729.63 ms [2022-04-12 13:05:04 main:574] : INFO : Epoch 1725 | loss: 0.0311598 | val_loss: 0.0311844 | Time: 2736.75 ms [2022-04-12 13:05:06 main:574] : INFO : Epoch 1726 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 2773.28 ms [2022-04-12 13:05:09 main:574] : INFO : Epoch 1727 | loss: 0.0311646 | val_loss: 0.0311833 | Time: 2777.76 ms [2022-04-12 13:05:12 main:574] : INFO : Epoch 1728 | loss: 0.031167 | val_loss: 0.0311781 | Time: 2719.94 ms [2022-04-12 13:05:15 main:574] : INFO : Epoch 1729 | loss: 0.0311622 | val_loss: 0.0311741 | Time: 2765.45 ms [2022-04-12 13:05:17 main:574] : INFO : Epoch 1730 | loss: 0.0311602 | val_loss: 0.0311753 | Time: 2696.07 ms [2022-04-12 13:05:20 main:574] : INFO : Epoch 1731 | loss: 0.0311587 | val_loss: 0.0311752 | Time: 2686.13 ms [2022-04-12 13:05:23 main:574] : INFO : Epoch 1732 | loss: 0.0311594 | val_loss: 0.0311771 | Time: 2623.55 ms [2022-04-12 13:05:25 main:574] : INFO : Epoch 1733 | loss: 0.0311589 | val_loss: 0.0311793 | Time: 2622.84 ms [2022-04-12 13:05:28 main:574] : INFO : Epoch 1734 | loss: 0.0311598 | val_loss: 0.0311788 | Time: 2622.99 ms [2022-04-12 13:05:31 main:574] : INFO : Epoch 1735 | loss: 0.0311642 | val_loss: 0.0311871 | Time: 2627.63 ms [2022-04-12 13:05:33 main:574] : INFO : Epoch 1736 | loss: 0.0311628 | val_loss: 0.0311746 | Time: 2633.24 ms [2022-04-12 13:05:36 main:574] : INFO : Epoch 1737 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 2667.7 ms [2022-04-12 13:05:39 main:574] : INFO : Epoch 1738 | loss: 0.0311601 | val_loss: 0.0311728 | Time: 2673.3 ms [2022-04-12 13:05:41 main:574] : INFO : Epoch 1739 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 2645.37 ms [2022-04-12 13:05:44 main:574] : INFO : Epoch 1740 | loss: 0.0311727 | val_loss: 0.0311927 | Time: 2662.96 ms [2022-04-12 13:05:46 main:574] : INFO : Epoch 1741 | loss: 0.0311712 | val_loss: 0.0311823 | Time: 2646.34 ms [2022-04-12 13:05:49 main:574] : INFO : Epoch 1742 | loss: 0.0311621 | val_loss: 0.0311763 | Time: 2650.52 ms [2022-04-12 13:05:52 main:574] : INFO : Epoch 1743 | loss: 0.0311644 | val_loss: 0.0311844 | Time: 2675.83 ms [2022-04-12 13:05:54 main:574] : INFO : Epoch 1744 | loss: 0.0311638 | val_loss: 0.0311772 | Time: 2688.21 ms [2022-04-12 13:05:57 main:574] : INFO : Epoch 1745 | loss: 0.0311601 | val_loss: 0.031175 | Time: 2688.92 ms [2022-04-12 13:06:00 main:574] : INFO : Epoch 1746 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 2691.19 ms [2022-04-12 13:06:03 main:574] : INFO : Epoch 1747 | loss: 0.0311628 | val_loss: 0.0311735 | Time: 2667.41 ms [2022-04-12 13:06:05 main:574] : INFO : Epoch 1748 | loss: 0.0311639 | val_loss: 0.0311761 | Time: 2644.13 ms [2022-04-12 13:06:08 main:574] : INFO : Epoch 1749 | loss: 0.0311619 | val_loss: 0.0311762 | Time: 2643.02 ms [2022-04-12 13:06:11 main:574] : INFO : Epoch 1750 | loss: 0.0311611 | val_loss: 0.0311745 | Time: 2680.05 ms [2022-04-12 13:06:13 main:574] : INFO : Epoch 1751 | loss: 0.0311648 | val_loss: 0.0311782 | Time: 2636 ms [2022-04-12 13:06:16 main:574] : INFO : Epoch 1752 | loss: 0.0311677 | val_loss: 0.0311797 | Time: 2668.21 ms [2022-04-12 13:06:18 main:574] : INFO : Epoch 1753 | loss: 0.0311646 | val_loss: 0.0311774 | Time: 2619.41 ms [2022-04-12 13:06:21 main:574] : INFO : Epoch 1754 | loss: 0.0311633 | val_loss: 0.0311754 | Time: 2657.68 ms [2022-04-12 13:06:24 main:574] : INFO : Epoch 1755 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 2616.61 ms [2022-04-12 13:06:26 main:574] : INFO : Epoch 1756 | loss: 0.031166 | val_loss: 0.0311761 | Time: 2650.47 ms [2022-04-12 13:06:29 main:574] : INFO : Epoch 1757 | loss: 0.0311662 | val_loss: 0.0311778 | Time: 3069.54 ms [2022-04-12 13:06:33 main:574] : INFO : Epoch 1758 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 3358.38 ms [2022-04-12 13:06:36 main:574] : INFO : Epoch 1759 | loss: 0.0311643 | val_loss: 0.0311772 | Time: 3480.47 ms [2022-04-12 13:06:40 main:574] : INFO : Epoch 1760 | loss: 0.0311614 | val_loss: 0.0311752 | Time: 3840.87 ms [2022-04-12 13:06:44 main:574] : INFO : Epoch 1761 | loss: 0.0311629 | val_loss: 0.0311766 | Time: 4094.86 ms [2022-04-12 13:06:48 main:574] : INFO : Epoch 1762 | loss: 0.0311635 | val_loss: 0.0311747 | Time: 4054.73 ms [2022-04-12 13:06:52 main:574] : INFO : Epoch 1763 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 4118.07 ms [2022-04-12 13:06:56 main:574] : INFO : Epoch 1764 | loss: 0.0311629 | val_loss: 0.0311747 | Time: 3963.4 ms [2022-04-12 13:07:00 main:574] : INFO : Epoch 1765 | loss: 0.0311617 | val_loss: 0.031177 | Time: 3947.78 ms [2022-04-12 13:07:04 main:574] : INFO : Epoch 1766 | loss: 0.0311613 | val_loss: 0.0311765 | Time: 3871.66 ms [2022-04-12 13:07:08 main:574] : INFO : Epoch 1767 | loss: 0.0311589 | val_loss: 0.0311752 | Time: 3668.05 ms [2022-04-12 13:07:12 main:574] : INFO : Epoch 1768 | loss: 0.031159 | val_loss: 0.0311791 | Time: 3714.4 ms [2022-04-12 13:07:15 main:574] : INFO : Epoch 1769 | loss: 0.0311598 | val_loss: 0.031174 | Time: 3756.28 ms [2022-04-12 13:07:19 main:574] : INFO : Epoch 1770 | loss: 0.0311601 | val_loss: 0.0311756 | Time: 3837.96 ms [2022-04-12 13:07:23 main:574] : INFO : Epoch 1771 | loss: 0.03116 | val_loss: 0.0311715 | Time: 3388.49 ms [2022-04-12 13:07:25 main:574] : INFO : Epoch 1772 | loss: 0.0311579 | val_loss: 0.0311743 | Time: 2828.08 ms [2022-04-12 13:07:28 main:574] : INFO : Epoch 1773 | loss: 0.0311574 | val_loss: 0.0311743 | Time: 2637.23 ms [2022-04-12 13:07:31 main:574] : INFO : Epoch 1774 | loss: 0.0311558 | val_loss: 0.0311743 | Time: 2661.16 ms [2022-04-12 13:07:33 main:574] : INFO : Epoch 1775 | loss: 0.0311559 | val_loss: 0.031177 | Time: 2663.34 ms [2022-04-12 13:07:36 main:574] : INFO : Epoch 1776 | loss: 0.0311561 | val_loss: 0.0311738 | Time: 2676.71 ms [2022-04-12 13:07:39 main:574] : INFO : Epoch 1777 | loss: 0.0311556 | val_loss: 0.0311739 | Time: 2718.32 ms [2022-04-12 13:07:41 main:574] : INFO : Epoch 1778 | loss: 0.0311562 | val_loss: 0.0311767 | Time: 2679.43 ms [2022-04-12 13:07:44 main:574] : INFO : Epoch 1779 | loss: 0.0311551 | val_loss: 0.0311763 | Time: 2742 ms [2022-04-12 13:07:47 main:574] : INFO : Epoch 1780 | loss: 0.0311597 | val_loss: 0.0311761 | Time: 2697.85 ms [2022-04-12 13:07:50 main:574] : INFO : Epoch 1781 | loss: 0.0311603 | val_loss: 0.0311736 | Time: 2652.91 ms [2022-04-12 13:07:52 main:574] : INFO : Epoch 1782 | loss: 0.0311596 | val_loss: 0.0311734 | Time: 2675.93 ms [2022-04-12 13:07:55 main:574] : INFO : Epoch 1783 | loss: 0.0311579 | val_loss: 0.0311767 | Time: 2680.97 ms [2022-04-12 13:07:58 main:574] : INFO : Epoch 1784 | loss: 0.031156 | val_loss: 0.0311739 | Time: 2915.05 ms [2022-04-12 13:08:01 main:574] : INFO : Epoch 1785 | loss: 0.0311551 | val_loss: 0.0311744 | Time: 2700.53 ms [2022-04-12 13:08:03 main:574] : INFO : Epoch 1786 | loss: 0.0311562 | val_loss: 0.0311716 | Time: 2655.65 ms [2022-04-12 13:08:06 main:574] : INFO : Epoch 1787 | loss: 0.0311566 | val_loss: 0.0311741 | Time: 2872.53 ms [2022-04-12 13:08:09 main:574] : INFO : Epoch 1788 | loss: 0.0311551 | val_loss: 0.0311741 | Time: 2981.94 ms [2022-04-12 13:08:12 main:574] : INFO : Epoch 1789 | loss: 0.031157 | val_loss: 0.0311758 | Time: 2665.18 ms [2022-04-12 13:08:14 main:574] : INFO : Epoch 1790 | loss: 0.0311572 | val_loss: 0.0311744 | Time: 2630.47 ms [2022-04-12 13:08:17 main:574] : INFO : Epoch 1791 | loss: 0.031156 | val_loss: 0.0311784 | Time: 2670.84 ms [2022-04-12 13:08:20 main:574] : INFO : Epoch 1792 | loss: 0.0311552 | val_loss: 0.031181 | Time: 2692 ms [2022-04-12 13:08:22 main:574] : INFO : Epoch 1793 | loss: 0.0311565 | val_loss: 0.0311742 | Time: 2719.88 ms [2022-04-12 13:08:25 main:574] : INFO : Epoch 1794 | loss: 0.0311595 | val_loss: 0.031172 | Time: 2708.47 ms [2022-04-12 13:08:28 main:574] : INFO : Epoch 1795 | loss: 0.0311619 | val_loss: 0.0311694 | Time: 2682.04 ms [2022-04-12 13:08:30 main:574] : INFO : Epoch 1796 | loss: 0.0311586 | val_loss: 0.0311737 | Time: 2624.3 ms [2022-04-12 13:08:33 main:574] : INFO : Epoch 1797 | loss: 0.0311633 | val_loss: 0.0311798 | Time: 2644.16 ms [2022-04-12 13:08:36 main:574] : INFO : Epoch 1798 | loss: 0.0311652 | val_loss: 0.031176 | Time: 2638.88 ms [2022-04-12 13:08:39 main:574] : INFO : Epoch 1799 | loss: 0.0311616 | val_loss: 0.0311771 | Time: 2748.5 ms [2022-04-12 13:08:41 main:574] : INFO : Epoch 1800 | loss: 0.0311601 | val_loss: 0.0311753 | Time: 2664.45 ms [2022-04-12 13:08:44 main:574] : INFO : Epoch 1801 | loss: 0.0311607 | val_loss: 0.031179 | Time: 2622.26 ms [2022-04-12 13:08:47 main:574] : INFO : Epoch 1802 | loss: 0.0311575 | val_loss: 0.0311824 | Time: 2733.26 ms [2022-04-12 13:08:49 main:574] : INFO : Epoch 1803 | loss: 0.0311596 | val_loss: 0.0311741 | Time: 2778.1 ms [2022-04-12 13:08:52 main:574] : INFO : Epoch 1804 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 2837.58 ms [2022-04-12 13:08:55 main:574] : INFO : Epoch 1805 | loss: 0.0311654 | val_loss: 0.0311788 | Time: 2675.67 ms [2022-04-12 13:08:57 main:574] : INFO : Epoch 1806 | loss: 0.0311646 | val_loss: 0.0311768 | Time: 2638.1 ms [2022-04-12 13:09:00 main:574] : INFO : Epoch 1807 | loss: 0.0311635 | val_loss: 0.0311824 | Time: 2664.01 ms [2022-04-12 13:09:03 main:574] : INFO : Epoch 1808 | loss: 0.0311638 | val_loss: 0.0311797 | Time: 2640.5 ms [2022-04-12 13:09:05 main:574] : INFO : Epoch 1809 | loss: 0.0311635 | val_loss: 0.0311805 | Time: 2657.45 ms [2022-04-12 13:09:08 main:574] : INFO : Epoch 1810 | loss: 0.0311624 | val_loss: 0.0311767 | Time: 2658.2 ms [2022-04-12 13:09:11 main:574] : INFO : Epoch 1811 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 2781.55 ms [2022-04-12 13:09:14 main:574] : INFO : Epoch 1812 | loss: 0.0311604 | val_loss: 0.0311757 | Time: 2704.94 ms [2022-04-12 13:09:16 main:574] : INFO : Epoch 1813 | loss: 0.03116 | val_loss: 0.0311766 | Time: 2718.18 ms [2022-04-12 13:09:19 main:574] : INFO : Epoch 1814 | loss: 0.03116 | val_loss: 0.0311804 | Time: 2668.93 ms [2022-04-12 13:09:22 main:574] : INFO : Epoch 1815 | loss: 0.0311677 | val_loss: 0.0311838 | Time: 2710.39 ms [2022-04-12 13:09:24 main:574] : INFO : Epoch 1816 | loss: 0.0311665 | val_loss: 0.031177 | Time: 2711.4 ms [2022-04-12 13:09:27 main:574] : INFO : Epoch 1817 | loss: 0.0311644 | val_loss: 0.0311797 | Time: 2723.37 ms [2022-04-12 13:09:30 main:574] : INFO : Epoch 1818 | loss: 0.0311637 | val_loss: 0.0311751 | Time: 2673.05 ms [2022-04-12 13:09:32 main:574] : INFO : Epoch 1819 | loss: 0.0311649 | val_loss: 0.0311772 | Time: 2644.28 ms [2022-04-12 13:09:35 main:574] : INFO : Epoch 1820 | loss: 0.0311654 | val_loss: 0.0311761 | Time: 2649.89 ms [2022-04-12 13:09:38 main:574] : INFO : Epoch 1821 | loss: 0.0311637 | val_loss: 0.0311741 | Time: 2663.29 ms [2022-04-12 13:09:40 main:574] : INFO : Epoch 1822 | loss: 0.0311617 | val_loss: 0.031175 | Time: 2629.72 ms [2022-04-12 13:09:43 main:574] : INFO : Epoch 1823 | loss: 0.0311606 | val_loss: 0.031174 | Time: 2629.77 ms [2022-04-12 13:09:46 main:574] : INFO : Epoch 1824 | loss: 0.0311601 | val_loss: 0.0311776 | Time: 2686.97 ms [2022-04-12 13:09:48 main:574] : INFO : Epoch 1825 | loss: 0.0311596 | val_loss: 0.0311727 | Time: 2714.94 ms [2022-04-12 13:09:51 main:574] : INFO : Epoch 1826 | loss: 0.0311625 | val_loss: 0.0311719 | Time: 2716.21 ms [2022-04-12 13:09:54 main:574] : INFO : Epoch 1827 | loss: 0.0311608 | val_loss: 0.0311708 | Time: 2733.86 ms [2022-04-12 13:09:57 main:574] : INFO : Epoch 1828 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 2774.41 ms [2022-04-12 13:09:59 main:574] : INFO : Epoch 1829 | loss: 0.0311612 | val_loss: 0.0311733 | Time: 2659.15 ms [2022-04-12 13:10:02 main:574] : INFO : Epoch 1830 | loss: 0.0311578 | val_loss: 0.0311708 | Time: 2643.51 ms [2022-04-12 13:10:05 main:574] : INFO : Epoch 1831 | loss: 0.0311591 | val_loss: 0.0311718 | Time: 2641.75 ms [2022-04-12 13:10:07 main:574] : INFO : Epoch 1832 | loss: 0.0311579 | val_loss: 0.0311745 | Time: 2681.27 ms [2022-04-12 13:10:10 main:574] : INFO : Epoch 1833 | loss: 0.0311592 | val_loss: 0.0311754 | Time: 2644.91 ms [2022-04-12 13:10:13 main:574] : INFO : Epoch 1834 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 2631.5 ms [2022-04-12 13:10:15 main:574] : INFO : Epoch 1835 | loss: 0.0311564 | val_loss: 0.0311709 | Time: 2622.53 ms [2022-04-12 13:10:18 main:574] : INFO : Epoch 1836 | loss: 0.0311595 | val_loss: 0.0311742 | Time: 2647.49 ms [2022-04-12 13:10:21 main:574] : INFO : Epoch 1837 | loss: 0.0311721 | val_loss: 0.0312168 | Time: 2638.22 ms [2022-04-12 13:10:23 main:574] : INFO : Epoch 1838 | loss: 0.0338859 | val_loss: 0.0385809 | Time: 2682.24 ms [2022-04-12 13:10:26 main:574] : INFO : Epoch 1839 | loss: 0.0326387 | val_loss: 0.0314772 | Time: 2659.34 ms [2022-04-12 13:10:29 main:574] : INFO : Epoch 1840 | loss: 0.031383 | val_loss: 0.0312902 | Time: 2659.99 ms [2022-04-12 13:10:31 main:574] : INFO : Epoch 1841 | loss: 0.0312196 | val_loss: 0.0311953 | Time: 2616.23 ms [2022-04-12 13:10:34 main:574] : INFO : Epoch 1842 | loss: 0.0311828 | val_loss: 0.0311806 | Time: 2655.6 ms [2022-04-12 13:10:36 main:574] : INFO : Epoch 1843 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 2655.44 ms [2022-04-12 13:10:39 main:574] : INFO : Epoch 1844 | loss: 0.0311675 | val_loss: 0.0311764 | Time: 2694.45 ms [2022-04-12 13:10:42 main:574] : INFO : Epoch 1845 | loss: 0.0311647 | val_loss: 0.0311803 | Time: 2639.97 ms [2022-04-12 13:10:44 main:574] : INFO : Epoch 1846 | loss: 0.0311649 | val_loss: 0.0311761 | Time: 2633.91 ms [2022-04-12 13:10:47 main:574] : INFO : Epoch 1847 | loss: 0.031164 | val_loss: 0.0311768 | Time: 2604.14 ms [2022-04-12 13:10:50 main:574] : INFO : Epoch 1848 | loss: 0.0311646 | val_loss: 0.0311872 | Time: 2623.39 ms [2022-04-12 13:10:52 main:574] : INFO : Epoch 1849 | loss: 0.0311647 | val_loss: 0.0311789 | Time: 2638.53 ms [2022-04-12 13:10:55 main:574] : INFO : Epoch 1850 | loss: 0.0311631 | val_loss: 0.0311737 | Time: 2626.91 ms [2022-04-12 13:10:58 main:574] : INFO : Epoch 1851 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 2621.74 ms [2022-04-12 13:11:00 main:574] : INFO : Epoch 1852 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 2648.33 ms [2022-04-12 13:11:03 main:574] : INFO : Epoch 1853 | loss: 0.0311584 | val_loss: 0.0311735 | Time: 2604.61 ms [2022-04-12 13:11:05 main:574] : INFO : Epoch 1854 | loss: 0.0311592 | val_loss: 0.0311718 | Time: 2604.86 ms [2022-04-12 13:11:08 main:574] : INFO : Epoch 1855 | loss: 0.031159 | val_loss: 0.0311741 | Time: 2639.67 ms [2022-04-12 13:11:11 main:574] : INFO : Epoch 1856 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 2657.37 ms [2022-04-12 13:11:13 main:574] : INFO : Epoch 1857 | loss: 0.0311634 | val_loss: 0.0311721 | Time: 2593.26 ms [2022-04-12 13:11:16 main:574] : INFO : Epoch 1858 | loss: 0.0311609 | val_loss: 0.0311731 | Time: 2567.76 ms [2022-04-12 13:11:18 main:574] : INFO : Epoch 1859 | loss: 0.0311578 | val_loss: 0.0311774 | Time: 2590.72 ms [2022-04-12 13:11:21 main:574] : INFO : Epoch 1860 | loss: 0.031161 | val_loss: 0.0311773 | Time: 2593.67 ms [2022-04-12 13:11:24 main:574] : INFO : Epoch 1861 | loss: 0.0311591 | val_loss: 0.0311755 | Time: 2579.12 ms [2022-04-12 13:11:26 main:574] : INFO : Epoch 1862 | loss: 0.031159 | val_loss: 0.0311739 | Time: 2581.24 ms [2022-04-12 13:11:29 main:574] : INFO : Epoch 1863 | loss: 0.0311598 | val_loss: 0.0311757 | Time: 2583.17 ms [2022-04-12 13:11:31 main:574] : INFO : Epoch 1864 | loss: 0.0311588 | val_loss: 0.0311751 | Time: 2571.73 ms [2022-04-12 13:11:34 main:574] : INFO : Epoch 1865 | loss: 0.0311564 | val_loss: 0.0311727 | Time: 2588.17 ms [2022-04-12 13:11:37 main:574] : INFO : Epoch 1866 | loss: 0.0311575 | val_loss: 0.0311727 | Time: 2564.01 ms [2022-04-12 13:11:39 main:574] : INFO : Epoch 1867 | loss: 0.031157 | val_loss: 0.0311726 | Time: 2593.41 ms [2022-04-12 13:11:42 main:574] : INFO : Epoch 1868 | loss: 0.0311568 | val_loss: 0.0311749 | Time: 2603.5 ms [2022-04-12 13:11:44 main:574] : INFO : Epoch 1869 | loss: 0.031158 | val_loss: 0.0311782 | Time: 2582.05 ms [2022-04-12 13:11:47 main:574] : INFO : Epoch 1870 | loss: 0.0311552 | val_loss: 0.0311724 | Time: 2574.1 ms [2022-04-12 13:11:49 main:574] : INFO : Epoch 1871 | loss: 0.0311538 | val_loss: 0.0311723 | Time: 2550.62 ms [2022-04-12 13:11:52 main:574] : INFO : Epoch 1872 | loss: 0.0311529 | val_loss: 0.0311746 | Time: 2620.76 ms [2022-04-12 13:11:55 main:574] : INFO : Epoch 1873 | loss: 0.0311527 | val_loss: 0.0311732 | Time: 2605.46 ms [2022-04-12 13:11:57 main:574] : INFO : Epoch 1874 | loss: 0.0311527 | val_loss: 0.0311742 | Time: 2615.73 ms [2022-04-12 13:12:00 main:574] : INFO : Epoch 1875 | loss: 0.0311538 | val_loss: 0.0311728 | Time: 2646.52 ms [2022-04-12 13:12:03 main:574] : INFO : Epoch 1876 | loss: 0.0311547 | val_loss: 0.031173 | Time: 2623.63 ms [2022-04-12 13:12:05 main:574] : INFO : Epoch 1877 | loss: 0.0311553 | val_loss: 0.0311792 | Time: 2575.18 ms [2022-04-12 13:12:08 main:574] : INFO : Epoch 1878 | loss: 0.0311563 | val_loss: 0.0311767 | Time: 2567.12 ms [2022-04-12 13:12:10 main:574] : INFO : Epoch 1879 | loss: 0.0311548 | val_loss: 0.0311743 | Time: 2592.98 ms [2022-04-12 13:12:13 main:574] : INFO : Epoch 1880 | loss: 0.0311541 | val_loss: 0.0311755 | Time: 2574.51 ms [2022-04-12 13:12:16 main:574] : INFO : Epoch 1881 | loss: 0.0311517 | val_loss: 0.0311748 | Time: 2603.5 ms [2022-04-12 13:12:18 main:574] : INFO : Epoch 1882 | loss: 0.0311521 | val_loss: 0.0311722 | Time: 2640.86 ms [2022-04-12 13:12:21 main:574] : INFO : Epoch 1883 | loss: 0.0311537 | val_loss: 0.0311736 | Time: 2633.91 ms [2022-04-12 13:12:23 main:574] : INFO : Epoch 1884 | loss: 0.031156 | val_loss: 0.0311706 | Time: 2638.91 ms [2022-04-12 13:12:26 main:574] : INFO : Epoch 1885 | loss: 0.0311579 | val_loss: 0.0311727 | Time: 2588.85 ms [2022-04-12 13:12:29 main:574] : INFO : Epoch 1886 | loss: 0.0311608 | val_loss: 0.0311735 | Time: 2606.71 ms [2022-04-12 13:12:31 main:574] : INFO : Epoch 1887 | loss: 0.0311574 | val_loss: 0.0311732 | Time: 2630.47 ms [2022-04-12 13:12:34 main:574] : INFO : Epoch 1888 | loss: 0.0311558 | val_loss: 0.0311699 | Time: 2637.38 ms [2022-04-12 13:12:37 main:574] : INFO : Epoch 1889 | loss: 0.0311588 | val_loss: 0.0311705 | Time: 2850.98 ms [2022-04-12 13:12:40 main:574] : INFO : Epoch 1890 | loss: 0.031155 | val_loss: 0.0311691 | Time: 2869.04 ms [2022-04-12 13:12:42 main:574] : INFO : Epoch 1891 | loss: 0.031154 | val_loss: 0.0311741 | Time: 2672.49 ms [2022-04-12 13:12:45 main:574] : INFO : Epoch 1892 | loss: 0.0311551 | val_loss: 0.031172 | Time: 2618.92 ms [2022-04-12 13:12:48 main:574] : INFO : Epoch 1893 | loss: 0.0311549 | val_loss: 0.0311729 | Time: 2622.76 ms [2022-04-12 13:12:50 main:574] : INFO : Epoch 1894 | loss: 0.0311539 | val_loss: 0.03117 | Time: 2624.46 ms [2022-04-12 13:12:53 main:574] : INFO : Epoch 1895 | loss: 0.0311539 | val_loss: 0.0311717 | Time: 2646.08 ms [2022-04-12 13:12:56 main:574] : INFO : Epoch 1896 | loss: 0.0311565 | val_loss: 0.0311707 | Time: 2667.33 ms [2022-04-12 13:12:58 main:574] : INFO : Epoch 1897 | loss: 0.0311573 | val_loss: 0.0311756 | Time: 2637.43 ms [2022-04-12 13:13:01 main:574] : INFO : Epoch 1898 | loss: 0.0311552 | val_loss: 0.0311744 | Time: 2645.91 ms [2022-04-12 13:13:03 main:574] : INFO : Epoch 1899 | loss: 0.0311548 | val_loss: 0.031173 | Time: 2662.71 ms [2022-04-12 13:13:06 main:574] : INFO : Epoch 1900 | loss: 0.0311529 | val_loss: 0.0311707 | Time: 2635.2 ms [2022-04-12 13:13:09 main:574] : INFO : Epoch 1901 | loss: 0.0311522 | val_loss: 0.0311733 | Time: 2629.47 ms [2022-04-12 13:13:11 main:574] : INFO : Epoch 1902 | loss: 0.0311523 | val_loss: 0.0311708 | Time: 2650.25 ms [2022-04-12 13:13:14 main:574] : INFO : Epoch 1903 | loss: 0.0311533 | val_loss: 0.0311721 | Time: 2638.59 ms [2022-04-12 13:13:17 main:574] : INFO : Epoch 1904 | loss: 0.0311532 | val_loss: 0.0311725 | Time: 2622.73 ms [2022-04-12 13:13:19 main:574] : INFO : Epoch 1905 | loss: 0.0311529 | val_loss: 0.0311769 | Time: 2633.54 ms [2022-04-12 13:13:22 main:574] : INFO : Epoch 1906 | loss: 0.0311533 | val_loss: 0.0311704 | Time: 2634.23 ms [2022-04-12 13:13:25 main:574] : INFO : Epoch 1907 | loss: 0.0311548 | val_loss: 0.0311728 | Time: 2626.17 ms [2022-04-12 13:13:27 main:574] : INFO : Epoch 1908 | loss: 0.0311551 | val_loss: 0.0311734 | Time: 2629.95 ms [2022-04-12 13:13:30 main:574] : INFO : Epoch 1909 | loss: 0.0311539 | val_loss: 0.0311707 | Time: 2638.9 ms [2022-04-12 13:13:32 main:574] : INFO : Epoch 1910 | loss: 0.0311559 | val_loss: 0.0311706 | Time: 2643.65 ms [2022-04-12 13:13:35 main:574] : INFO : Epoch 1911 | loss: 0.0311558 | val_loss: 0.0311686 | Time: 2637.1 ms [2022-04-12 13:13:38 main:574] : INFO : Epoch 1912 | loss: 0.0311616 | val_loss: 0.0311781 | Time: 2629.61 ms [2022-04-12 13:13:40 main:574] : INFO : Epoch 1913 | loss: 0.0311665 | val_loss: 0.0311781 | Time: 2629.3 ms [2022-04-12 13:13:43 main:574] : INFO : Epoch 1914 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 2650.86 ms [2022-04-12 13:13:46 main:574] : INFO : Epoch 1915 | loss: 0.0311623 | val_loss: 0.0311793 | Time: 2615.94 ms [2022-04-12 13:13:48 main:574] : INFO : Epoch 1916 | loss: 0.0311612 | val_loss: 0.031176 | Time: 2629.09 ms [2022-04-12 13:13:51 main:574] : INFO : Epoch 1917 | loss: 0.0311639 | val_loss: 0.0311709 | Time: 2622.25 ms [2022-04-12 13:13:54 main:574] : INFO : Epoch 1918 | loss: 0.0311605 | val_loss: 0.0311741 | Time: 2648.29 ms [2022-04-12 13:13:56 main:574] : INFO : Epoch 1919 | loss: 0.0311631 | val_loss: 0.0311707 | Time: 2641.26 ms [2022-04-12 13:13:59 main:574] : INFO : Epoch 1920 | loss: 0.0311625 | val_loss: 0.0311788 | Time: 2630.35 ms [2022-04-12 13:14:01 main:574] : INFO : Epoch 1921 | loss: 0.0311603 | val_loss: 0.0311711 | Time: 2644.25 ms [2022-04-12 13:14:04 main:574] : INFO : Epoch 1922 | loss: 0.0311573 | val_loss: 0.03117 | Time: 2658.82 ms [2022-04-12 13:14:07 main:574] : INFO : Epoch 1923 | loss: 0.0311557 | val_loss: 0.0311712 | Time: 2645.2 ms [2022-04-12 13:14:09 main:574] : INFO : Epoch 1924 | loss: 0.0311557 | val_loss: 0.0311705 | Time: 2659 ms [2022-04-12 13:14:12 main:574] : INFO : Epoch 1925 | loss: 0.031153 | val_loss: 0.0311735 | Time: 2637.38 ms [2022-04-12 13:14:15 main:574] : INFO : Epoch 1926 | loss: 0.0311541 | val_loss: 0.031176 | Time: 2657.54 ms [2022-04-12 13:14:17 main:574] : INFO : Epoch 1927 | loss: 0.0311558 | val_loss: 0.0311733 | Time: 2654.09 ms [2022-04-12 13:14:20 main:574] : INFO : Epoch 1928 | loss: 0.0311531 | val_loss: 0.0311704 | Time: 2657.4 ms [2022-04-12 13:14:23 main:574] : INFO : Epoch 1929 | loss: 0.0311528 | val_loss: 0.0311696 | Time: 2685.72 ms [2022-04-12 13:14:25 main:574] : INFO : Epoch 1930 | loss: 0.0311641 | val_loss: 0.0311741 | Time: 2672.13 ms [2022-04-12 13:14:28 main:574] : INFO : Epoch 1931 | loss: 0.031165 | val_loss: 0.0311741 | Time: 2684.81 ms [2022-04-12 13:14:31 main:574] : INFO : Epoch 1932 | loss: 0.0311638 | val_loss: 0.0311753 | Time: 2670.09 ms [2022-04-12 13:14:33 main:574] : INFO : Epoch 1933 | loss: 0.0311613 | val_loss: 0.0311758 | Time: 2670.1 ms [2022-04-12 13:14:36 main:574] : INFO : Epoch 1934 | loss: 0.0311638 | val_loss: 0.03117 | Time: 2706.06 ms [2022-04-12 13:14:39 main:574] : INFO : Epoch 1935 | loss: 0.0311607 | val_loss: 0.0311733 | Time: 2710.37 ms [2022-04-12 13:14:42 main:574] : INFO : Epoch 1936 | loss: 0.0311624 | val_loss: 0.0311709 | Time: 2684.69 ms [2022-04-12 13:14:44 main:574] : INFO : Epoch 1937 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 2691.65 ms [2022-04-12 13:14:47 main:574] : INFO : Epoch 1938 | loss: 0.031159 | val_loss: 0.0311707 | Time: 2697.92 ms [2022-04-12 13:14:50 main:574] : INFO : Epoch 1939 | loss: 0.0311588 | val_loss: 0.0311723 | Time: 2652.42 ms [2022-04-12 13:14:52 main:574] : INFO : Epoch 1940 | loss: 0.0311576 | val_loss: 0.031173 | Time: 2651.18 ms [2022-04-12 13:14:55 main:574] : INFO : Epoch 1941 | loss: 0.0311578 | val_loss: 0.0311737 | Time: 2652.01 ms [2022-04-12 13:14:58 main:574] : INFO : Epoch 1942 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 2642.88 ms [2022-04-12 13:15:00 main:574] : INFO : Epoch 1943 | loss: 0.0311576 | val_loss: 0.0311703 | Time: 2630.29 ms [2022-04-12 13:15:03 main:574] : INFO : Epoch 1944 | loss: 0.0311571 | val_loss: 0.0311733 | Time: 2648.64 ms [2022-04-12 13:15:06 main:574] : INFO : Epoch 1945 | loss: 0.0311584 | val_loss: 0.0311717 | Time: 2681.81 ms [2022-04-12 13:15:08 main:574] : INFO : Epoch 1946 | loss: 0.0311577 | val_loss: 0.0311732 | Time: 2674.98 ms [2022-04-12 13:15:11 main:574] : INFO : Epoch 1947 | loss: 0.0311585 | val_loss: 0.031173 | Time: 2676.09 ms [2022-04-12 13:15:14 main:574] : INFO : Epoch 1948 | loss: 0.0311567 | val_loss: 0.031172 | Time: 2681.29 ms [2022-04-12 13:15:16 main:574] : INFO : Epoch 1949 | loss: 0.0311563 | val_loss: 0.0311723 | Time: 2665.61 ms [2022-04-12 13:15:19 main:574] : INFO : Epoch 1950 | loss: 0.0311551 | val_loss: 0.0311724 | Time: 2658.76 ms [2022-04-12 13:15:22 main:574] : INFO : Epoch 1951 | loss: 0.0311551 | val_loss: 0.0311714 | Time: 2653.74 ms [2022-04-12 13:15:24 main:574] : INFO : Epoch 1952 | loss: 0.0311541 | val_loss: 0.0311722 | Time: 2644.69 ms [2022-04-12 13:15:27 main:574] : INFO : Epoch 1953 | loss: 0.0311574 | val_loss: 0.0311738 | Time: 2708.09 ms [2022-04-12 13:15:30 main:574] : INFO : Epoch 1954 | loss: 0.0311573 | val_loss: 0.0311725 | Time: 2652.42 ms [2022-04-12 13:15:32 main:574] : INFO : Epoch 1955 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 2653.13 ms [2022-04-12 13:15:35 main:574] : INFO : Epoch 1956 | loss: 0.0311556 | val_loss: 0.0311701 | Time: 2652.57 ms [2022-04-12 13:15:38 main:574] : INFO : Epoch 1957 | loss: 0.0311545 | val_loss: 0.031172 | Time: 2671.43 ms [2022-04-12 13:15:40 main:574] : INFO : Epoch 1958 | loss: 0.0311557 | val_loss: 0.0311731 | Time: 2651.89 ms [2022-04-12 13:15:43 main:574] : INFO : Epoch 1959 | loss: 0.0311563 | val_loss: 0.0311712 | Time: 2654.87 ms [2022-04-12 13:15:46 main:574] : INFO : Epoch 1960 | loss: 0.0311544 | val_loss: 0.0311749 | Time: 2680.29 ms [2022-04-12 13:15:48 main:574] : INFO : Epoch 1961 | loss: 0.0311567 | val_loss: 0.0311724 | Time: 2775.04 ms [2022-04-12 13:15:51 main:574] : INFO : Epoch 1962 | loss: 0.0311543 | val_loss: 0.0311729 | Time: 2668.9 ms [2022-04-12 13:15:54 main:574] : INFO : Epoch 1963 | loss: 0.0311585 | val_loss: 0.0311726 | Time: 2681.21 ms [2022-04-12 13:15:56 main:574] : INFO : Epoch 1964 | loss: 0.031157 | val_loss: 0.0311753 | Time: 2672.62 ms [2022-04-12 13:15:59 main:574] : INFO : Epoch 1965 | loss: 0.0311559 | val_loss: 0.0311697 | Time: 2656.33 ms [2022-04-12 13:16:02 main:574] : INFO : Epoch 1966 | loss: 0.0311565 | val_loss: 0.0311727 | Time: 2659.13 ms [2022-04-12 13:16:04 main:574] : INFO : Epoch 1967 | loss: 0.0311546 | val_loss: 0.0311718 | Time: 2665.61 ms [2022-04-12 13:16:07 main:574] : INFO : Epoch 1968 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 2669.68 ms [2022-04-12 13:16:10 main:574] : INFO : Epoch 1969 | loss: 0.0311541 | val_loss: 0.0311742 | Time: 2664.2 ms [2022-04-12 13:16:12 main:574] : INFO : Epoch 1970 | loss: 0.0311536 | val_loss: 0.0311748 | Time: 2660.57 ms [2022-04-12 13:16:15 main:574] : INFO : Epoch 1971 | loss: 0.0311533 | val_loss: 0.0311738 | Time: 2665.03 ms [2022-04-12 13:16:18 main:574] : INFO : Epoch 1972 | loss: 0.0311514 | val_loss: 0.0311756 | Time: 2680.33 ms [2022-04-12 13:16:20 main:574] : INFO : Epoch 1973 | loss: 0.0311514 | val_loss: 0.0311738 | Time: 2676.42 ms [2022-04-12 13:16:23 main:574] : INFO : Epoch 1974 | loss: 0.031152 | val_loss: 0.0311725 | Time: 2675.51 ms [2022-04-12 13:16:26 main:574] : INFO : Epoch 1975 | loss: 0.0311522 | val_loss: 0.0311746 | Time: 2668.85 ms [2022-04-12 13:16:28 main:574] : INFO : Epoch 1976 | loss: 0.0311562 | val_loss: 0.0311763 | Time: 2627.11 ms [2022-04-12 13:16:31 main:574] : INFO : Epoch 1977 | loss: 0.0311549 | val_loss: 0.0311768 | Time: 2638.02 ms [2022-04-12 13:16:34 main:574] : INFO : Epoch 1978 | loss: 0.0311554 | val_loss: 0.0311774 | Time: 2636.57 ms [2022-04-12 13:16:36 main:574] : INFO : Epoch 1979 | loss: 0.0311557 | val_loss: 0.0311756 | Time: 2651.7 ms [2022-04-12 13:16:39 main:574] : INFO : Epoch 1980 | loss: 0.0311538 | val_loss: 0.031173 | Time: 2649.02 ms [2022-04-12 13:16:42 main:574] : INFO : Epoch 1981 | loss: 0.0311544 | val_loss: 0.0311705 | Time: 2643.34 ms [2022-04-12 13:16:44 main:574] : INFO : Epoch 1982 | loss: 0.0311545 | val_loss: 0.0311721 | Time: 2635.81 ms [2022-04-12 13:16:47 main:574] : INFO : Epoch 1983 | loss: 0.0311538 | val_loss: 0.0311743 | Time: 2631.93 ms [2022-04-12 13:16:50 main:574] : INFO : Epoch 1984 | loss: 0.031153 | val_loss: 0.0311722 | Time: 2655.67 ms [2022-04-12 13:16:52 main:574] : INFO : Epoch 1985 | loss: 0.0311538 | val_loss: 0.0311711 | Time: 2668.63 ms [2022-04-12 13:16:55 main:574] : INFO : Epoch 1986 | loss: 0.0311549 | val_loss: 0.0311739 | Time: 2659.38 ms [2022-04-12 13:16:58 main:574] : INFO : Epoch 1987 | loss: 0.031156 | val_loss: 0.0311747 | Time: 2659.47 ms [2022-04-12 13:17:00 main:574] : INFO : Epoch 1988 | loss: 0.0311577 | val_loss: 0.0311752 | Time: 2667.71 ms [2022-04-12 13:17:03 main:574] : INFO : Epoch 1989 | loss: 0.0311579 | val_loss: 0.0311751 | Time: 2669.42 ms [2022-04-12 13:17:06 main:574] : INFO : Epoch 1990 | loss: 0.0311559 | val_loss: 0.0311751 | Time: 2674.36 ms [2022-04-12 13:17:08 main:574] : INFO : Epoch 1991 | loss: 0.0311547 | val_loss: 0.0311734 | Time: 2667.11 ms [2022-04-12 13:17:11 main:574] : INFO : Epoch 1992 | loss: 0.0311544 | val_loss: 0.0311732 | Time: 2683.33 ms [2022-04-12 13:17:14 main:574] : INFO : Epoch 1993 | loss: 0.0311541 | val_loss: 0.0311736 | Time: 2671.41 ms [2022-04-12 13:17:16 main:574] : INFO : Epoch 1994 | loss: 0.031156 | val_loss: 0.0311745 | Time: 2677.33 ms [2022-04-12 13:17:19 main:574] : INFO : Epoch 1995 | loss: 0.0311544 | val_loss: 0.0311716 | Time: 2678.11 ms [2022-04-12 13:17:22 main:574] : INFO : Epoch 1996 | loss: 0.0311532 | val_loss: 0.0311716 | Time: 2679.98 ms [2022-04-12 13:17:24 main:574] : INFO : Epoch 1997 | loss: 0.0311528 | val_loss: 0.031173 | Time: 2666.1 ms [2022-04-12 13:17:27 main:574] : INFO : Epoch 1998 | loss: 0.0311549 | val_loss: 0.0311749 | Time: 2670.26 ms [2022-04-12 13:17:30 main:574] : INFO : Epoch 1999 | loss: 0.0311564 | val_loss: 0.0311743 | Time: 2672.39 ms [2022-04-12 13:17:32 main:574] : INFO : Epoch 2000 | loss: 0.0311541 | val_loss: 0.0311731 | Time: 2672.17 ms [2022-04-12 13:17:35 main:574] : INFO : Epoch 2001 | loss: 0.0311562 | val_loss: 0.0311812 | Time: 2666.47 ms [2022-04-12 13:17:38 main:574] : INFO : Epoch 2002 | loss: 0.0311571 | val_loss: 0.0311762 | Time: 2670.22 ms [2022-04-12 13:17:40 main:574] : INFO : Epoch 2003 | loss: 0.0311586 | val_loss: 0.0311802 | Time: 2672.56 ms [2022-04-12 13:17:43 main:574] : INFO : Epoch 2004 | loss: 0.0311564 | val_loss: 0.031176 | Time: 2667.54 ms [2022-04-12 13:17:46 main:574] : INFO : Epoch 2005 | loss: 0.0311549 | val_loss: 0.0311715 | Time: 2641.16 ms [2022-04-12 13:17:48 main:574] : INFO : Epoch 2006 | loss: 0.0311537 | val_loss: 0.0311746 | Time: 2636.27 ms [2022-04-12 13:17:51 main:574] : INFO : Epoch 2007 | loss: 0.0311569 | val_loss: 0.0311781 | Time: 2685.89 ms [2022-04-12 13:17:54 main:574] : INFO : Epoch 2008 | loss: 0.0311554 | val_loss: 0.0311751 | Time: 2655.51 ms [2022-04-12 13:17:56 main:574] : INFO : Epoch 2009 | loss: 0.0311547 | val_loss: 0.0311768 | Time: 2657.45 ms [2022-04-12 13:17:59 main:574] : INFO : Epoch 2010 | loss: 0.0311552 | val_loss: 0.0311743 | Time: 2666.33 ms [2022-04-12 13:18:02 main:574] : INFO : Epoch 2011 | loss: 0.0311527 | val_loss: 0.0311761 | Time: 2678.67 ms [2022-04-12 13:18:04 main:574] : INFO : Epoch 2012 | loss: 0.0311542 | val_loss: 0.0311738 | Time: 2677.36 ms [2022-04-12 13:18:07 main:574] : INFO : Epoch 2013 | loss: 0.0311531 | val_loss: 0.0311737 | Time: 2672.84 ms [2022-04-12 13:18:10 main:574] : INFO : Epoch 2014 | loss: 0.0311517 | val_loss: 0.0311754 | Time: 2673.08 ms [2022-04-12 13:18:12 main:574] : INFO : Epoch 2015 | loss: 0.0311563 | val_loss: 0.0311831 | Time: 2679.98 ms [2022-04-12 13:18:15 main:574] : INFO : Epoch 2016 | loss: 0.0311765 | val_loss: 0.0311873 | Time: 2666.98 ms [2022-04-12 13:18:18 main:574] : INFO : Epoch 2017 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 2666.62 ms [2022-04-12 13:18:20 main:574] : INFO : Epoch 2018 | loss: 0.0311727 | val_loss: 0.0311829 | Time: 2646.2 ms [2022-04-12 13:18:23 main:574] : INFO : Epoch 2019 | loss: 0.0311701 | val_loss: 0.0311785 | Time: 2650.9 ms [2022-04-12 13:18:26 main:574] : INFO : Epoch 2020 | loss: 0.0311674 | val_loss: 0.0311803 | Time: 2666.35 ms [2022-04-12 13:18:28 main:574] : INFO : Epoch 2021 | loss: 0.031168 | val_loss: 0.0311811 | Time: 2683.87 ms [2022-04-12 13:18:31 main:574] : INFO : Epoch 2022 | loss: 0.031166 | val_loss: 0.0311899 | Time: 2684.98 ms [2022-04-12 13:18:34 main:574] : INFO : Epoch 2023 | loss: 0.0311758 | val_loss: 0.0311864 | Time: 2688.44 ms [2022-04-12 13:18:36 main:574] : INFO : Epoch 2024 | loss: 0.0311741 | val_loss: 0.0311858 | Time: 2702.06 ms [2022-04-12 13:18:39 main:574] : INFO : Epoch 2025 | loss: 0.0311713 | val_loss: 0.0311835 | Time: 2665.6 ms [2022-04-12 13:18:42 main:574] : INFO : Epoch 2026 | loss: 0.0311776 | val_loss: 0.031188 | Time: 2662.33 ms [2022-04-12 13:18:44 main:574] : INFO : Epoch 2027 | loss: 0.0311811 | val_loss: 0.0311862 | Time: 2684.38 ms [2022-04-12 13:18:47 main:574] : INFO : Epoch 2028 | loss: 0.0311791 | val_loss: 0.0311857 | Time: 2659.9 ms [2022-04-12 13:18:50 main:574] : INFO : Epoch 2029 | loss: 0.0311776 | val_loss: 0.0311858 | Time: 2671.5 ms [2022-04-12 13:18:53 main:574] : INFO : Epoch 2030 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 2712.37 ms [2022-04-12 13:18:55 main:574] : INFO : Epoch 2031 | loss: 0.031175 | val_loss: 0.0311807 | Time: 2693.49 ms [2022-04-12 13:18:58 main:574] : INFO : Epoch 2032 | loss: 0.0311733 | val_loss: 0.0311784 | Time: 2677.9 ms [2022-04-12 13:19:01 main:574] : INFO : Epoch 2033 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 2656.55 ms [2022-04-12 13:19:03 main:574] : INFO : Epoch 2034 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 2683.22 ms [2022-04-12 13:19:06 main:574] : INFO : Epoch 2035 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 2712.61 ms [2022-04-12 13:19:09 main:574] : INFO : Epoch 2036 | loss: 0.0311726 | val_loss: 0.0311804 | Time: 2647.05 ms [2022-04-12 13:19:11 main:574] : INFO : Epoch 2037 | loss: 0.0311699 | val_loss: 0.0311821 | Time: 2658.71 ms [2022-04-12 13:19:14 main:574] : INFO : Epoch 2038 | loss: 0.0311709 | val_loss: 0.0311795 | Time: 2689.36 ms [2022-04-12 13:19:17 main:574] : INFO : Epoch 2039 | loss: 0.0311688 | val_loss: 0.031179 | Time: 2660.16 ms [2022-04-12 13:19:19 main:574] : INFO : Epoch 2040 | loss: 0.0311671 | val_loss: 0.0311781 | Time: 2697.45 ms [2022-04-12 13:19:22 main:574] : INFO : Epoch 2041 | loss: 0.0311664 | val_loss: 0.0311782 | Time: 2692.68 ms [2022-04-12 13:19:25 main:574] : INFO : Epoch 2042 | loss: 0.0311706 | val_loss: 0.0311855 | Time: 2686.61 ms [2022-04-12 13:19:27 main:574] : INFO : Epoch 2043 | loss: 0.0311706 | val_loss: 0.0311834 | Time: 2657.45 ms [2022-04-12 13:19:30 main:574] : INFO : Epoch 2044 | loss: 0.0311682 | val_loss: 0.031182 | Time: 2688.54 ms [2022-04-12 13:19:33 main:574] : INFO : Epoch 2045 | loss: 0.0311689 | val_loss: 0.0311842 | Time: 2685.61 ms [2022-04-12 13:19:36 main:574] : INFO : Epoch 2046 | loss: 0.031174 | val_loss: 0.0311881 | Time: 2801.89 ms [2022-04-12 13:19:38 main:574] : INFO : Epoch 2047 | loss: 0.0311757 | val_loss: 0.0311858 | Time: 2752.63 ms [2022-04-12 13:19:41 main:574] : INFO : Epoch 2048 | loss: 0.0311817 | val_loss: 0.0311888 | Time: 2730.06 ms [2022-04-12 13:19:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311888 [2022-04-12 13:19:41 main:603] : INFO : Saving end state to config to file [2022-04-12 13:19:41 main:608] : INFO : Success, exiting.. 13:19:41 (16376): 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)