Task 14381069
| Name | ParityModified-1647045071-18516-3-0_1 |
| Workunit | 11167742 |
| Created | 5 Apr 2022, 13:02:50 UTC |
| Sent | 5 Apr 2022, 14:35:15 UTC |
| Report deadline | 13 Apr 2022, 14:35:15 UTC |
| Received | 5 Apr 2022, 23:13:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 31 min |
| CPU time | 1 hours 28 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 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: 0.0311762 | val_loss: 0.0311746 | Time: 2935.03 ms [2022-04-05 14:50:24 main:574] : INFO : Epoch 1543 | loss: 0.0311753 | val_loss: 0.0311742 | Time: 2929.71 ms [2022-04-05 14:50:27 main:574] : INFO : Epoch 1544 | loss: 0.0311738 | val_loss: 0.0311766 | Time: 2887.21 ms [2022-04-05 14:50:30 main:574] : INFO : Epoch 1545 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 2901.95 ms [2022-04-05 14:50:33 main:574] : INFO : Epoch 1546 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 2865.75 ms [2022-04-05 14:50:36 main:574] : INFO : Epoch 1547 | loss: 0.0311732 | val_loss: 0.0311736 | Time: 2886.49 ms [2022-04-05 14:50:39 main:574] : INFO : Epoch 1548 | loss: 0.0311733 | val_loss: 0.0311737 | Time: 2926.63 ms [2022-04-05 14:50:41 main:574] : INFO : Epoch 1549 | loss: 0.0311749 | val_loss: 0.0311759 | Time: 2876.48 ms [2022-04-05 14:50:44 main:574] : INFO : Epoch 1550 | loss: 0.0311768 | val_loss: 0.0311756 | Time: 2911.43 ms [2022-04-05 14:50:47 main:574] : INFO : Epoch 1551 | loss: 0.0311733 | val_loss: 0.0311729 | Time: 2888.38 ms [2022-04-05 14:50:50 main:574] : INFO : Epoch 1552 | loss: 0.0311735 | val_loss: 0.0311732 | Time: 2923.56 ms [2022-04-05 14:50:53 main:574] : INFO : Epoch 1553 | loss: 0.0311729 | val_loss: 0.0311723 | Time: 2900.9 ms [2022-04-05 14:50:56 main:574] : INFO : Epoch 1554 | loss: 0.0311741 | val_loss: 0.031178 | Time: 2885.87 ms [2022-04-05 14:50:59 main:574] : INFO : Epoch 1555 | loss: 0.0311749 | val_loss: 0.0311748 | Time: 2879.12 ms [2022-04-05 14:51:02 main:574] : INFO : Epoch 1556 | loss: 0.0311732 | val_loss: 0.0311739 | Time: 2878.22 ms [2022-04-05 14:51:05 main:574] : INFO : Epoch 1557 | loss: 0.0311744 | val_loss: 0.0311759 | Time: 2835.31 ms [2022-04-05 14:51:08 main:574] : INFO : Epoch 1558 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 2932.51 ms [2022-04-05 14:51:10 main:574] : INFO : Epoch 1559 | loss: 0.0311738 | val_loss: 0.0311741 | Time: 2936.55 ms [2022-04-05 14:51:13 main:574] : INFO : Epoch 1560 | loss: 0.0311715 | val_loss: 0.0311748 | Time: 2901.63 ms [2022-04-05 14:51:16 main:574] : INFO : Epoch 1561 | loss: 0.0311724 | val_loss: 0.0311751 | Time: 2891.87 ms [2022-04-05 14:51:19 main:574] : INFO : Epoch 1562 | loss: 0.0311741 | val_loss: 0.0311767 | Time: 2903.97 ms [2022-04-05 14:51:22 main:574] : INFO : Epoch 1563 | loss: 0.0311738 | val_loss: 0.0311761 | Time: 2906.7 ms [2022-04-05 14:51:25 main:574] : INFO : Epoch 1564 | loss: 0.0311742 | val_loss: 0.0311746 | Time: 2884.31 ms [2022-04-05 14:51:28 main:574] : INFO : Epoch 1565 | loss: 0.0311721 | val_loss: 0.0311735 | Time: 2863.13 ms [2022-04-05 14:51:31 main:574] : INFO : Epoch 1566 | loss: 0.0311731 | val_loss: 0.0311743 | Time: 2900.48 ms [2022-04-05 14:51:34 main:574] : INFO : Epoch 1567 | loss: 0.0311727 | val_loss: 0.0311742 | Time: 2957.98 ms [2022-04-05 14:51:37 main:574] : INFO : Epoch 1568 | loss: 0.0311717 | val_loss: 0.0311754 | Time: 2852.75 ms [2022-04-05 14:51:39 main:574] : INFO : Epoch 1569 | loss: 0.0311716 | val_loss: 0.0311746 | Time: 2932.51 ms [2022-04-05 14:51:42 main:574] : INFO : Epoch 1570 | loss: 0.0311714 | val_loss: 0.031174 | Time: 2894.65 ms [2022-04-05 14:51:45 main:574] : INFO : Epoch 1571 | loss: 0.031174 | val_loss: 0.0311902 | Time: 2973.24 ms [2022-04-05 14:51:48 main:574] : INFO : Epoch 1572 | loss: 0.0311758 | val_loss: 0.0311753 | Time: 2866.55 ms [2022-04-05 14:51:51 main:574] : INFO : Epoch 1573 | loss: 0.031173 | val_loss: 0.0311746 | Time: 2958.79 ms [2022-04-05 14:51:54 main:574] : INFO : Epoch 1574 | loss: 0.0311744 | val_loss: 0.0311748 | Time: 2875.07 ms [2022-04-05 14:51:57 main:574] : INFO : Epoch 1575 | loss: 0.0311731 | val_loss: 0.031176 | Time: 2856.65 ms [2022-04-05 14:52:00 main:574] : INFO : Epoch 1576 | loss: 0.0311744 | val_loss: 0.0311744 | Time: 2933.51 ms [2022-04-05 14:52:03 main:574] : INFO : Epoch 1577 | loss: 0.0311723 | val_loss: 0.0311723 | Time: 2923.48 ms [2022-04-05 14:52:06 main:574] : INFO : Epoch 1578 | loss: 0.031172 | val_loss: 0.0311735 | Time: 2942.25 ms [2022-04-05 14:52:09 main:574] : INFO : Epoch 1579 | loss: 0.0311729 | val_loss: 0.0311752 | Time: 2943 ms [2022-04-05 14:52:12 main:574] : INFO : Epoch 1580 | loss: 0.0311731 | val_loss: 0.0311738 | Time: 2873.24 ms [2022-04-05 14:52:15 main:574] : INFO : Epoch 1581 | loss: 0.0311717 | val_loss: 0.0311736 | Time: 2947.46 ms [2022-04-05 14:52:17 main:574] : INFO : Epoch 1582 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 2936.32 ms [2022-04-05 14:52:20 main:574] : INFO : Epoch 1583 | loss: 0.0311726 | val_loss: 0.0311776 | Time: 2833.23 ms [2022-04-05 14:52:23 main:574] : INFO : Epoch 1584 | loss: 0.0311729 | val_loss: 0.0311747 | Time: 2845.22 ms [2022-04-05 14:52:26 main:574] : INFO : Epoch 1585 | loss: 0.0311705 | val_loss: 0.0311734 | Time: 2859.97 ms [2022-04-05 14:52:29 main:574] : INFO : Epoch 1586 | loss: 0.0311703 | val_loss: 0.0311744 | Time: 2960.86 ms [2022-04-05 14:52:32 main:574] : INFO : Epoch 1587 | loss: 0.0311708 | val_loss: 0.0311738 | Time: 2868.79 ms [2022-04-05 14:52:35 main:574] : INFO : Epoch 1588 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 2887.29 ms [2022-04-05 14:52:38 main:574] : INFO : Epoch 1589 | loss: 0.0311705 | val_loss: 0.031174 | Time: 2893.17 ms [2022-04-05 14:52:41 main:574] : INFO : Epoch 1590 | loss: 0.0311706 | val_loss: 0.0311742 | Time: 2894.64 ms [2022-04-05 14:52:43 main:574] : INFO : Epoch 1591 | loss: 0.0311705 | val_loss: 0.031176 | Time: 2893.26 ms [2022-04-05 14:52:46 main:574] : INFO : Epoch 1592 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 2867.68 ms [2022-04-05 14:52:49 main:574] : INFO : Epoch 1593 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 2861.65 ms [2022-04-05 14:52:52 main:574] : INFO : Epoch 1594 | loss: 0.0311726 | val_loss: 0.031177 | Time: 2902.48 ms [2022-04-05 14:52:55 main:574] : INFO : Epoch 1595 | loss: 0.0311757 | val_loss: 0.0311759 | Time: 2930.1 ms [2022-04-05 14:52:58 main:574] : INFO : Epoch 1596 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 2864.67 ms [2022-04-05 14:53:01 main:574] : INFO : Epoch 1597 | loss: 0.031172 | val_loss: 0.0311735 | Time: 2948.93 ms [2022-04-05 14:53:04 main:574] : INFO : Epoch 1598 | loss: 0.0311718 | val_loss: 0.0311735 | Time: 2878.71 ms [2022-04-05 14:53:07 main:574] : INFO : Epoch 1599 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 2906.62 ms [2022-04-05 14:53:10 main:574] : INFO : Epoch 1600 | loss: 0.0311701 | val_loss: 0.031176 | Time: 2918.84 ms [2022-04-05 14:53:12 main:574] : INFO : Epoch 1601 | loss: 0.03117 | val_loss: 0.0311743 | Time: 2921.47 ms [2022-04-05 14:53:15 main:574] : INFO : Epoch 1602 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 2886.21 ms [2022-04-05 14:53:18 main:574] : INFO : Epoch 1603 | loss: 0.0311704 | val_loss: 0.0311787 | Time: 2867.97 ms [2022-04-05 14:53:21 main:574] : INFO : Epoch 1604 | loss: 0.0311708 | val_loss: 0.0311785 | Time: 2850.31 ms [2022-04-05 14:53:24 main:574] : INFO : Epoch 1605 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 2886.32 ms [2022-04-05 14:53:27 main:574] : INFO : Epoch 1606 | loss: 0.031172 | val_loss: 0.0311771 | Time: 2893.75 ms [2022-04-05 14:53:30 main:574] : INFO : Epoch 1607 | loss: 0.0311724 | val_loss: 0.0311739 | Time: 2934.37 ms [2022-04-05 14:53:33 main:574] : INFO : Epoch 1608 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 2874.39 ms [2022-04-05 14:53:36 main:574] : INFO : Epoch 1609 | loss: 0.031176 | val_loss: 0.0311736 | Time: 2919.23 ms [2022-04-05 14:53:38 main:574] : INFO : Epoch 1610 | loss: 0.031173 | val_loss: 0.0311734 | Time: 2878.11 ms [2022-04-05 14:53:41 main:574] : INFO : Epoch 1611 | loss: 0.0311704 | val_loss: 0.0311742 | Time: 2879.32 ms [2022-04-05 14:53:44 main:574] : INFO : Epoch 1612 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 2850.46 ms [2022-04-05 14:53:47 main:574] : INFO : Epoch 1613 | loss: 0.0311697 | val_loss: 0.0311745 | Time: 2861.51 ms [2022-04-05 14:53:50 main:574] : INFO : Epoch 1614 | loss: 0.031171 | val_loss: 0.0311805 | Time: 2939.4 ms [2022-04-05 14:53:53 main:574] : INFO : Epoch 1615 | loss: 0.031172 | val_loss: 0.0311732 | Time: 2895.19 ms [2022-04-05 14:53:56 main:574] : INFO : Epoch 1616 | loss: 0.0311716 | val_loss: 0.0311738 | Time: 2894.38 ms [2022-04-05 14:53:59 main:574] : INFO : Epoch 1617 | loss: 0.0311726 | val_loss: 0.0311731 | Time: 2905.26 ms [2022-04-05 14:54:02 main:574] : INFO : Epoch 1618 | loss: 0.0311725 | val_loss: 0.0311756 | Time: 2906.43 ms [2022-04-05 14:54:04 main:574] : INFO : Epoch 1619 | loss: 0.0311721 | val_loss: 0.0311739 | Time: 2895.47 ms [2022-04-05 14:54:07 main:574] : INFO : Epoch 1620 | loss: 0.0311721 | val_loss: 0.0311756 | Time: 2927.74 ms [2022-04-05 14:54:10 main:574] : INFO : Epoch 1621 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 2864.95 ms [2022-04-05 14:54:13 main:574] : INFO : Epoch 1622 | loss: 0.031173 | val_loss: 0.0311751 | Time: 2804.68 ms [2022-04-05 14:54:16 main:574] : INFO : Epoch 1623 | loss: 0.0311726 | val_loss: 0.0311759 | Time: 2928.89 ms [2022-04-05 14:54:19 main:574] : INFO : Epoch 1624 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 2897.05 ms [2022-04-05 14:54:22 main:574] : INFO : Epoch 1625 | loss: 0.0311733 | val_loss: 0.0311776 | Time: 2866.98 ms [2022-04-05 14:54:25 main:574] : INFO : Epoch 1626 | loss: 0.0311732 | val_loss: 0.031175 | Time: 2980.31 ms [2022-04-05 14:54:28 main:574] : INFO : Epoch 1627 | loss: 0.0311722 | val_loss: 0.031175 | Time: 2862.09 ms [2022-04-05 14:54:30 main:574] : INFO : Epoch 1628 | loss: 0.0311719 | val_loss: 0.0311737 | Time: 2863.59 ms [2022-04-05 14:54:33 main:574] : INFO : Epoch 1629 | loss: 0.0311717 | val_loss: 0.031174 | Time: 2876.76 ms [2022-04-05 14:54:36 main:574] : INFO : Epoch 1630 | loss: 0.0311724 | val_loss: 0.0311765 | Time: 2811.84 ms [2022-04-05 14:54:39 main:574] : INFO : Epoch 1631 | loss: 0.0311721 | val_loss: 0.0311746 | Time: 2860.6 ms [2022-04-05 14:54:42 main:574] : INFO : Epoch 1632 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 2829.02 ms [2022-04-05 14:54:45 main:574] : INFO : Epoch 1633 | loss: 0.0311738 | val_loss: 0.0311748 | Time: 2876.16 ms [2022-04-05 14:54:48 main:574] : INFO : Epoch 1634 | loss: 0.0311716 | val_loss: 0.0311738 | Time: 2916.75 ms [2022-04-05 14:54:51 main:574] : INFO : Epoch 1635 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 2851.11 ms [2022-04-05 14:54:53 main:574] : INFO : Epoch 1636 | loss: 0.0311717 | val_loss: 0.0311757 | Time: 2876.75 ms [2022-04-05 14:54:56 main:574] : INFO : Epoch 1637 | loss: 0.0311705 | val_loss: 0.0311757 | Time: 2889.99 ms [2022-04-05 14:54:59 main:574] : INFO : Epoch 1638 | loss: 0.0311705 | val_loss: 0.0311748 | Time: 2864.67 ms [2022-04-05 14:55:02 main:574] : INFO : Epoch 1639 | loss: 0.0311713 | val_loss: 0.0311744 | Time: 3038.27 ms [2022-04-05 14:55:05 main:574] : INFO : Epoch 1640 | loss: 0.0311718 | val_loss: 0.0311744 | Time: 2890.02 ms [2022-04-05 14:55:08 main:574] : INFO : Epoch 1641 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 2857.63 ms [2022-04-05 14:55:11 main:574] : INFO : Epoch 1642 | loss: 0.0311698 | val_loss: 0.0311732 | Time: 2908.25 ms [2022-04-05 14:55:14 main:574] : INFO : Epoch 1643 | loss: 0.0311704 | val_loss: 0.0311753 | Time: 2932.43 ms [2022-04-05 14:55:17 main:574] : INFO : Epoch 1644 | loss: 0.0311711 | val_loss: 0.0311734 | Time: 2820.74 ms [2022-04-05 14:55:20 main:574] : INFO : Epoch 1645 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 2893.04 ms [2022-04-05 14:55:22 main:574] : INFO : Epoch 1646 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 2947.22 ms [2022-04-05 14:55:25 main:574] : INFO : Epoch 1647 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 2848.53 ms [2022-04-05 14:55:28 main:574] : INFO : Epoch 1648 | loss: 0.0311716 | val_loss: 0.0311732 | Time: 2912.6 ms [2022-04-05 14:55:31 main:574] : INFO : Epoch 1649 | loss: 0.0311704 | val_loss: 0.0311725 | Time: 2872.32 ms [2022-04-05 14:55:34 main:574] : INFO : Epoch 1650 | loss: 0.0311695 | val_loss: 0.0311721 | Time: 2850.54 ms [2022-04-05 14:55:37 main:574] : INFO : Epoch 1651 | loss: 0.0311701 | val_loss: 0.0311724 | Time: 2882.6 ms [2022-04-05 14:55:40 main:574] : INFO : Epoch 1652 | loss: 0.0311699 | val_loss: 0.0311744 | Time: 2894.98 ms [2022-04-05 14:55:43 main:574] : INFO : Epoch 1653 | loss: 0.031172 | val_loss: 0.0311716 | Time: 2842.44 ms [2022-04-05 14:55:45 main:574] : INFO : Epoch 1654 | loss: 0.0311732 | val_loss: 0.0311722 | Time: 2889.75 ms [2022-04-05 14:55:48 main:574] : INFO : Epoch 1655 | loss: 0.0311712 | val_loss: 0.031171 | Time: 2979.64 ms [2022-04-05 14:55:51 main:574] : INFO : Epoch 1656 | loss: 0.0311713 | val_loss: 0.0311779 | Time: 3005.62 ms [2022-04-05 14:55:54 main:574] : INFO : Epoch 1657 | loss: 0.0311715 | val_loss: 0.0311726 | Time: 2905.59 ms [2022-04-05 14:55:57 main:574] : INFO : Epoch 1658 | loss: 0.0311703 | val_loss: 0.0311718 | Time: 2917.57 ms [2022-04-05 14:56:00 main:574] : INFO : Epoch 1659 | loss: 0.0311716 | val_loss: 0.0311736 | Time: 2865.13 ms [2022-04-05 14:56:03 main:574] : INFO : Epoch 1660 | loss: 0.0311737 | val_loss: 0.0311851 | Time: 2791.33 ms [2022-04-05 14:56:06 main:574] : INFO : Epoch 1661 | loss: 0.0311803 | val_loss: 0.0311737 | Time: 2904.06 ms [2022-04-05 14:56:09 main:574] : INFO : Epoch 1662 | loss: 0.0311732 | val_loss: 0.0311729 | Time: 2718.28 ms [2022-04-05 14:56:11 main:574] : INFO : Epoch 1663 | loss: 0.0311751 | val_loss: 0.0311719 | Time: 2596.9 ms [2022-04-05 14:56:14 main:574] : INFO : Epoch 1664 | loss: 0.0311738 | val_loss: 0.0311717 | Time: 2621.31 ms [2022-04-05 14:56:16 main:574] : INFO : Epoch 1665 | loss: 0.0311743 | val_loss: 0.0311718 | Time: 2639.23 ms [2022-04-05 14:56:19 main:574] : INFO : Epoch 1666 | loss: 0.0311721 | val_loss: 0.0311717 | Time: 2558.87 ms [2022-04-05 14:56:22 main:574] : INFO : Epoch 1667 | loss: 0.031171 | val_loss: 0.0311751 | Time: 2586.35 ms [2022-04-05 14:56:24 main:574] : INFO : Epoch 1668 | loss: 0.0311714 | val_loss: 0.0311725 | Time: 2559.7 ms [2022-04-05 14:56:27 main:574] : INFO : Epoch 1669 | loss: 0.0311703 | val_loss: 0.0311713 | Time: 2536.07 ms [2022-04-05 14:56:29 main:574] : INFO : Epoch 1670 | loss: 0.0311714 | val_loss: 0.0311726 | Time: 2601.6 ms [2022-04-05 14:56:32 main:574] : INFO : Epoch 1671 | loss: 0.0311721 | val_loss: 0.0311715 | Time: 2539.58 ms [2022-04-05 14:56:34 main:574] : INFO : Epoch 1672 | loss: 0.0311716 | val_loss: 0.0311717 | Time: 2550.29 ms [2022-04-05 14:56:37 main:574] : INFO : Epoch 1673 | loss: 0.0311706 | val_loss: 0.0311723 | Time: 2578.12 ms [2022-04-05 14:56:40 main:574] : INFO : Epoch 1674 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 2603.25 ms [2022-04-05 14:56:42 main:574] : INFO : Epoch 1675 | loss: 0.0311704 | val_loss: 0.0311712 | Time: 2581.86 ms [2022-04-05 14:56:45 main:574] : INFO : Epoch 1676 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 2568.64 ms [2022-04-05 14:56:47 main:574] : INFO : Epoch 1677 | loss: 0.0311763 | val_loss: 0.0311728 | Time: 2616.3 ms [2022-04-05 14:56:50 main:574] : INFO : Epoch 1678 | loss: 0.0311724 | val_loss: 0.0311718 | Time: 2578.68 ms [2022-04-05 14:56:53 main:574] : INFO : Epoch 1679 | loss: 0.0311703 | val_loss: 0.031172 | Time: 2605.7 ms [2022-04-05 14:56:55 main:574] : INFO : Epoch 1680 | loss: 0.0311714 | val_loss: 0.0311718 | Time: 2517.98 ms [2022-04-05 14:56:58 main:574] : INFO : Epoch 1681 | loss: 0.0311705 | val_loss: 0.0311718 | Time: 2515.39 ms [2022-04-05 14:57:00 main:574] : INFO : Epoch 1682 | loss: 0.0311707 | val_loss: 0.0311717 | Time: 2623.38 ms [2022-04-05 14:57:03 main:574] : INFO : Epoch 1683 | loss: 0.0311698 | val_loss: 0.0311733 | Time: 2601.5 ms [2022-04-05 14:57:05 main:574] : INFO : Epoch 1684 | loss: 0.0311755 | val_loss: 0.0311725 | Time: 2609.46 ms [2022-04-05 14:57:08 main:574] : INFO : Epoch 1685 | loss: 0.0311716 | val_loss: 0.0311712 | Time: 2575.87 ms [2022-04-05 14:57:11 main:574] : INFO : Epoch 1686 | loss: 0.0311723 | val_loss: 0.031174 | Time: 2564.24 ms [2022-04-05 14:57:13 main:574] : INFO : Epoch 1687 | loss: 0.0311726 | val_loss: 0.0311726 | Time: 2553.66 ms [2022-04-05 14:57:16 main:574] : INFO : Epoch 1688 | loss: 0.031172 | val_loss: 0.0311724 | Time: 2553.44 ms [2022-04-05 14:57:18 main:574] : INFO : Epoch 1689 | loss: 0.0311722 | val_loss: 0.0311714 | Time: 2601.65 ms [2022-04-05 14:57:21 main:574] : INFO : Epoch 1690 | loss: 0.0311719 | val_loss: 0.0311729 | Time: 2558.26 ms [2022-04-05 14:57:23 main:574] : INFO : Epoch 1691 | loss: 0.0311701 | val_loss: 0.0311712 | Time: 2575.78 ms [2022-04-05 14:57:26 main:574] : INFO : Epoch 1692 | loss: 0.0311697 | val_loss: 0.0311776 | Time: 2550.55 ms [2022-04-05 14:57:29 main:574] : INFO : Epoch 1693 | loss: 0.0311709 | val_loss: 0.0311706 | Time: 2536.74 ms [2022-04-05 14:57:31 main:574] : INFO : Epoch 1694 | loss: 0.0311723 | val_loss: 0.0311758 | Time: 2625.74 ms [2022-04-05 14:57:34 main:574] : INFO : Epoch 1695 | loss: 0.031169 | val_loss: 0.0311709 | Time: 2607.01 ms [2022-04-05 14:57:36 main:574] : INFO : Epoch 1696 | loss: 0.0311693 | val_loss: 0.0311707 | Time: 2653.08 ms [2022-04-05 14:57:39 main:574] : INFO : Epoch 1697 | loss: 0.0311697 | val_loss: 0.0311699 | Time: 2666.1 ms [2022-04-05 14:57:42 main:574] : INFO : Epoch 1698 | loss: 0.0311685 | val_loss: 0.0311723 | Time: 2549.31 ms [2022-04-05 14:57:44 main:574] : INFO : Epoch 1699 | loss: 0.0311694 | val_loss: 0.0311706 | Time: 2575.19 ms [2022-04-05 14:57:47 main:574] : INFO : Epoch 1700 | loss: 0.0311695 | val_loss: 0.0311717 | Time: 2616.59 ms [2022-04-05 14:57:49 main:574] : INFO : Epoch 1701 | loss: 0.031171 | val_loss: 0.0311735 | Time: 2577.73 ms [2022-04-05 14:57:52 main:574] : INFO : Epoch 1702 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 2544.53 ms [2022-04-05 14:57:55 main:574] : INFO : Epoch 1703 | loss: 0.0311762 | val_loss: 0.0311759 | Time: 2611.2 ms [2022-04-05 14:57:57 main:574] : INFO : Epoch 1704 | loss: 0.0311792 | val_loss: 0.031184 | Time: 2606.33 ms [2022-04-05 14:58:00 main:574] : INFO : Epoch 1705 | loss: 0.0311835 | val_loss: 0.0311769 | Time: 2582.33 ms [2022-04-05 14:58:02 main:574] : INFO : Epoch 1706 | loss: 0.0311811 | val_loss: 0.0311749 | Time: 2622.13 ms [2022-04-05 14:58:05 main:574] : INFO : Epoch 1707 | loss: 0.0311773 | val_loss: 0.0311775 | Time: 2624.72 ms [2022-04-05 14:58:08 main:574] : INFO : Epoch 1708 | loss: 0.03118 | val_loss: 0.0311803 | Time: 2633.98 ms [2022-04-05 14:58:10 main:574] : INFO : Epoch 1709 | loss: 0.0311846 | val_loss: 0.0311804 | Time: 2593.99 ms [2022-04-05 14:58:13 main:574] : INFO : Epoch 1710 | loss: 0.0311813 | val_loss: 0.0311743 | Time: 2629.66 ms [2022-04-05 14:58:15 main:574] : INFO : Epoch 1711 | loss: 0.0311786 | val_loss: 0.031175 | Time: 2511.15 ms [2022-04-05 14:58:18 main:574] : INFO : Epoch 1712 | loss: 0.0311786 | val_loss: 0.0311751 | Time: 2547.47 ms [2022-04-05 14:58:20 main:574] : INFO : Epoch 1713 | loss: 0.0311776 | val_loss: 0.0311742 | Time: 2499.14 ms [2022-04-05 14:58:23 main:574] : INFO : Epoch 1714 | loss: 0.0311769 | val_loss: 0.031178 | Time: 2590.33 ms [2022-04-05 14:58:26 main:574] : INFO : Epoch 1715 | loss: 0.0311782 | val_loss: 0.0311797 | Time: 2559.66 ms [2022-04-05 14:58:28 main:574] : INFO : Epoch 1716 | loss: 0.0311786 | val_loss: 0.031177 | Time: 2567.73 ms [2022-04-05 14:58:31 main:574] : INFO : Epoch 1717 | loss: 0.0311835 | val_loss: 0.0311767 | Time: 2652.22 ms [2022-04-05 14:58:33 main:574] : INFO : Epoch 1718 | loss: 0.0311814 | val_loss: 0.0311778 | Time: 2574.38 ms [2022-04-05 14:58:36 main:574] : INFO : Epoch 1719 | loss: 0.0311785 | val_loss: 0.0311753 | Time: 2605.88 ms [2022-04-05 14:58:38 main:574] : INFO : Epoch 1720 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 2516.05 ms [2022-04-05 14:58:41 main:574] : INFO : Epoch 1721 | loss: 0.0311803 | val_loss: 0.0311753 | Time: 2537.6 ms [2022-04-05 14:58:44 main:574] : INFO : Epoch 1722 | loss: 0.03118 | val_loss: 0.0311789 | Time: 2553.93 ms [2022-04-05 14:58:46 main:574] : INFO : Epoch 1723 | loss: 0.0311821 | val_loss: 0.0311855 | Time: 2529.25 ms [2022-04-05 14:58:49 main:574] : INFO : Epoch 1724 | loss: 0.0311855 | val_loss: 0.0311839 | Time: 2562.74 ms [2022-04-05 14:58:51 main:574] : INFO : Epoch 1725 | loss: 0.0311846 | val_loss: 0.0311813 | Time: 2606.91 ms [2022-04-05 14:58:54 main:574] : INFO : Epoch 1726 | loss: 0.0311838 | val_loss: 0.0311811 | Time: 2579.62 ms [2022-04-05 14:58:56 main:574] : INFO : Epoch 1727 | loss: 0.0311832 | val_loss: 0.0311795 | Time: 2556.96 ms [2022-04-05 14:58:59 main:574] : INFO : Epoch 1728 | loss: 0.0311827 | val_loss: 0.0311806 | Time: 2571.1 ms [2022-04-05 14:59:02 main:574] : INFO : Epoch 1729 | loss: 0.0311843 | val_loss: 0.0311823 | Time: 2562.49 ms [2022-04-05 14:59:04 main:574] : INFO : Epoch 1730 | loss: 0.0311832 | val_loss: 0.0311812 | Time: 2580.78 ms [2022-04-05 14:59:07 main:574] : INFO : Epoch 1731 | loss: 0.0311822 | val_loss: 0.0311807 | Time: 2589.48 ms [2022-04-05 14:59:09 main:574] : INFO : Epoch 1732 | loss: 0.0311816 | val_loss: 0.0311802 | Time: 2561.18 ms [2022-04-05 14:59:12 main:574] : INFO : Epoch 1733 | loss: 0.0311817 | val_loss: 0.0311806 | Time: 2531.76 ms [2022-04-05 14:59:14 main:574] : INFO : Epoch 1734 | loss: 0.0311831 | val_loss: 0.0311835 | Time: 2550.47 ms [2022-04-05 14:59:17 main:574] : INFO : Epoch 1735 | loss: 0.031183 | val_loss: 0.0311801 | Time: 2546.51 ms [2022-04-05 14:59:20 main:574] : INFO : Epoch 1736 | loss: 0.0311871 | val_loss: 0.031181 | Time: 2644.73 ms [2022-04-05 14:59:22 main:574] : INFO : Epoch 1737 | loss: 0.0311818 | val_loss: 0.03118 | Time: 2607.02 ms [2022-04-05 14:59:25 main:574] : INFO : Epoch 1738 | loss: 0.0311815 | val_loss: 0.0311825 | Time: 2578.46 ms [2022-04-05 14:59:27 main:574] : INFO : Epoch 1739 | loss: 0.0311837 | val_loss: 0.0311805 | Time: 2537.56 ms [2022-04-05 14:59:30 main:574] : INFO : Epoch 1740 | loss: 0.0311816 | val_loss: 0.0311802 | Time: 2533.83 ms [2022-04-05 14:59:32 main:574] : INFO : Epoch 1741 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 2533.5 ms [2022-04-05 14:59:35 main:574] : INFO : Epoch 1742 | loss: 0.0311832 | val_loss: 0.0311813 | Time: 2560.79 ms [2022-04-05 14:59:37 main:574] : INFO : Epoch 1743 | loss: 0.0311846 | val_loss: 0.0311806 | Time: 2501.82 ms [2022-04-05 14:59:40 main:574] : INFO : Epoch 1744 | loss: 0.0311881 | val_loss: 0.0311888 | Time: 2539.33 ms [2022-04-05 14:59:43 main:574] : INFO : Epoch 1745 | loss: 0.0311852 | val_loss: 0.0311811 | Time: 2550.25 ms [2022-04-05 14:59:45 main:574] : INFO : Epoch 1746 | loss: 0.031185 | val_loss: 0.0311822 | Time: 2536.8 ms [2022-04-05 14:59:48 main:574] : INFO : Epoch 1747 | loss: 0.0311822 | val_loss: 0.0311819 | Time: 2565.88 ms [2022-04-05 14:59:50 main:574] : INFO : Epoch 1748 | loss: 0.0311822 | val_loss: 0.0311806 | Time: 2552.6 ms [2022-04-05 14:59:53 main:574] : INFO : Epoch 1749 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 2564.58 ms [2022-04-05 14:59:55 main:574] : INFO : Epoch 1750 | loss: 0.0311816 | val_loss: 0.0311826 | Time: 2624.8 ms [2022-04-05 14:59:58 main:574] : INFO : Epoch 1751 | loss: 0.0311822 | val_loss: 0.0311804 | Time: 2587.2 ms [2022-04-05 15:00:01 main:574] : INFO : Epoch 1752 | loss: 0.0311823 | val_loss: 0.0311807 | Time: 2581.72 ms [2022-04-05 15:00:03 main:574] : INFO : Epoch 1753 | loss: 0.0311823 | val_loss: 0.0311799 | Time: 2521.43 ms [2022-04-05 15:00:06 main:574] : INFO : Epoch 1754 | loss: 0.0311828 | val_loss: 0.0311822 | Time: 2505.78 ms [2022-04-05 15:00:08 main:574] : INFO : Epoch 1755 | loss: 0.0311825 | val_loss: 0.0311805 | Time: 2531.34 ms [2022-04-05 15:00:11 main:574] : INFO : Epoch 1756 | loss: 0.0311815 | val_loss: 0.0311808 | Time: 2551.71 ms [2022-04-05 15:00:13 main:574] : INFO : Epoch 1757 | loss: 0.0311832 | val_loss: 0.0311899 | Time: 2471.24 ms [2022-04-05 15:00:16 main:574] : INFO : Epoch 1758 | loss: 0.0311845 | val_loss: 0.0311808 | Time: 2606.36 ms [2022-04-05 15:00:18 main:574] : INFO : Epoch 1759 | loss: 0.0311834 | val_loss: 0.0311828 | Time: 2540.01 ms [2022-04-05 15:00:21 main:574] : INFO : Epoch 1760 | loss: 0.031183 | val_loss: 0.0311798 | Time: 2485.67 ms [2022-04-05 15:00:23 main:574] : INFO : Epoch 1761 | loss: 0.0311808 | val_loss: 0.0311798 | Time: 2584.99 ms [2022-04-05 15:00:26 main:574] : INFO : Epoch 1762 | loss: 0.0311807 | val_loss: 0.0311798 | Time: 2588.52 ms [2022-04-05 15:00:29 main:574] : INFO : Epoch 1763 | loss: 0.0311821 | val_loss: 0.0311799 | Time: 2547.27 ms [2022-04-05 15:00:31 main:574] : INFO : Epoch 1764 | loss: 0.0311815 | val_loss: 0.0311802 | Time: 2515.88 ms [2022-04-05 15:00:34 main:574] : INFO : Epoch 1765 | loss: 0.0311842 | val_loss: 0.0311797 | Time: 2511.36 ms [2022-04-05 15:00:36 main:574] : INFO : Epoch 1766 | loss: 0.0311832 | val_loss: 0.0311794 | Time: 2564.44 ms [2022-04-05 15:00:39 main:574] : INFO : Epoch 1767 | loss: 0.0311818 | val_loss: 0.0311798 | Time: 2538.13 ms [2022-04-05 15:00:41 main:574] : INFO : Epoch 1768 | loss: 0.0311844 | val_loss: 0.031181 | Time: 2526.4 ms [2022-04-05 15:00:44 main:574] : INFO : Epoch 1769 | loss: 0.031182 | val_loss: 0.0311793 | Time: 2526.89 ms [2022-04-05 15:00:46 main:574] : INFO : Epoch 1770 | loss: 0.0311806 | val_loss: 0.0311795 | Time: 2532.42 ms [2022-04-05 15:00:49 main:574] : INFO : Epoch 1771 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 2550.64 ms [2022-04-05 15:00:51 main:574] : INFO : Epoch 1772 | loss: 0.0311806 | val_loss: 0.0311815 | Time: 2577.46 ms [2022-04-05 15:00:54 main:574] : INFO : Epoch 1773 | loss: 0.0311802 | val_loss: 0.0311796 | Time: 2562.14 ms [2022-04-05 15:00:56 main:574] : INFO : Epoch 1774 | loss: 0.0311817 | val_loss: 0.0311795 | Time: 2527.45 ms [2022-04-05 15:00:59 main:574] : INFO : Epoch 1775 | loss: 0.0311825 | val_loss: 0.0311798 | Time: 2550.17 ms [2022-04-05 15:01:02 main:574] : INFO : Epoch 1776 | loss: 0.0311812 | val_loss: 0.0311798 | Time: 2529.39 ms [2022-04-05 15:01:04 main:574] : INFO : Epoch 1777 | loss: 0.0311808 | val_loss: 0.0311797 | Time: 2523.69 ms [2022-04-05 15:01:07 main:574] : INFO : Epoch 1778 | loss: 0.0311813 | val_loss: 0.0311795 | Time: 2610.38 ms [2022-04-05 15:01:09 main:574] : INFO : Epoch 1779 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 2560.79 ms [2022-04-05 15:01:12 main:574] : INFO : Epoch 1780 | loss: 0.0311804 | val_loss: 0.0311797 | Time: 2551.18 ms [2022-04-05 15:01:14 main:574] : INFO : Epoch 1781 | loss: 0.0311803 | val_loss: 0.0311816 | Time: 2563.69 ms [2022-04-05 15:01:17 main:574] : INFO : Epoch 1782 | loss: 0.031182 | val_loss: 0.0311797 | Time: 2559.28 ms [2022-04-05 15:01:19 main:574] : INFO : Epoch 1783 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 2534.79 ms [2022-04-05 15:01:22 main:574] : INFO : Epoch 1784 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 2481.85 ms [2022-04-05 15:01:25 main:574] : INFO : Epoch 1785 | loss: 0.0311805 | val_loss: 0.0311808 | Time: 2583.63 ms [2022-04-05 15:01:27 main:574] : INFO : Epoch 1786 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 2557.11 ms [2022-04-05 15:01:30 main:574] : INFO : Epoch 1787 | loss: 0.0311798 | val_loss: 0.0311812 | Time: 2577.23 ms [2022-04-05 15:01:32 main:574] : INFO : Epoch 1788 | loss: 0.0311806 | val_loss: 0.0311819 | Time: 2605.42 ms [2022-04-05 15:01:35 main:574] : INFO : Epoch 1789 | loss: 0.03118 | val_loss: 0.0311802 | Time: 2579.34 ms [2022-04-05 15:01:37 main:574] : INFO : Epoch 1790 | loss: 0.0311796 | val_loss: 0.0311803 | Time: 2556.57 ms [2022-04-05 15:01:40 main:574] : INFO : Epoch 1791 | loss: 0.0311801 | val_loss: 0.0311813 | Time: 2573.9 ms [2022-04-05 15:01:43 main:574] : INFO : Epoch 1792 | loss: 0.0311809 | val_loss: 0.0311792 | Time: 2534.49 ms [2022-04-05 15:01:45 main:574] : INFO : Epoch 1793 | loss: 0.0311803 | val_loss: 0.0311794 | Time: 2526.25 ms [2022-04-05 15:01:48 main:574] : INFO : Epoch 1794 | loss: 0.0311802 | val_loss: 0.031179 | Time: 2601.5 ms [2022-04-05 15:01:50 main:574] : INFO : Epoch 1795 | loss: 0.0311804 | val_loss: 0.0311788 | Time: 2507.03 ms [2022-04-05 15:01:53 main:574] : INFO : Epoch 1796 | loss: 0.0311798 | val_loss: 0.0311788 | Time: 2470.89 ms [2022-04-05 15:01:55 main:574] : INFO : Epoch 1797 | loss: 0.0311794 | val_loss: 0.0311795 | Time: 2576.2 ms [2022-04-05 15:01:58 main:574] : INFO : Epoch 1798 | loss: 0.0311802 | val_loss: 0.0311797 | Time: 2537.01 ms [2022-04-05 15:02:00 main:574] : INFO : Epoch 1799 | loss: 0.0311814 | val_loss: 0.0311796 | Time: 2542.75 ms [2022-04-05 15:02:03 main:574] : INFO : Epoch 1800 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 2564.91 ms [2022-04-05 15:02:05 main:574] : INFO : Epoch 1801 | loss: 0.0311799 | val_loss: 0.0311789 | Time: 2594.3 ms [2022-04-05 15:02:08 main:574] : INFO : Epoch 1802 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 2638.18 ms [2022-04-05 15:02:11 main:574] : INFO : Epoch 1803 | loss: 0.0311817 | val_loss: 0.0311791 | Time: 2578.02 ms [2022-04-05 15:02:13 main:574] : INFO : Epoch 1804 | loss: 0.0311799 | val_loss: 0.0311784 | Time: 2584.76 ms [2022-04-05 15:02:16 main:574] : INFO : Epoch 1805 | loss: 0.0311795 | val_loss: 0.0311783 | Time: 2543.1 ms [2022-04-05 15:02:18 main:574] : INFO : Epoch 1806 | loss: 0.0311795 | val_loss: 0.031179 | Time: 2493.83 ms [2022-04-05 15:02:21 main:574] : INFO : Epoch 1807 | loss: 0.0311796 | val_loss: 0.0311799 | Time: 2558.56 ms [2022-04-05 15:02:23 main:574] : INFO : Epoch 1808 | loss: 0.0311796 | val_loss: 0.0311799 | Time: 2556.75 ms [2022-04-05 15:02:26 main:574] : INFO : Epoch 1809 | loss: 0.031181 | val_loss: 0.0311793 | Time: 2618.83 ms [2022-04-05 15:02:29 main:574] : INFO : Epoch 1810 | loss: 0.0311801 | val_loss: 0.0311807 | Time: 2571.71 ms [2022-04-05 15:02:31 main:574] : INFO : Epoch 1811 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 2578.56 ms [2022-04-05 15:02:34 main:574] : INFO : Epoch 1812 | loss: 0.0311841 | val_loss: 0.0311812 | Time: 2543.85 ms [2022-04-05 15:02:36 main:574] : INFO : Epoch 1813 | loss: 0.0311822 | val_loss: 0.0311792 | Time: 2574.04 ms [2022-04-05 15:02:39 main:574] : INFO : Epoch 1814 | loss: 0.0311825 | val_loss: 0.0311822 | Time: 2544.44 ms [2022-04-05 15:02:41 main:574] : INFO : Epoch 1815 | loss: 0.0311834 | val_loss: 0.0311839 | Time: 2496.75 ms [2022-04-05 15:02:44 main:574] : INFO : Epoch 1816 | loss: 0.0311822 | val_loss: 0.0311796 | Time: 2510.22 ms [2022-04-05 15:02:46 main:574] : INFO : Epoch 1817 | loss: 0.0311833 | val_loss: 0.0311787 | Time: 2583.69 ms [2022-04-05 15:02:49 main:574] : INFO : Epoch 1818 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 2550.55 ms [2022-04-05 15:02:52 main:574] : INFO : Epoch 1819 | loss: 0.0311799 | val_loss: 0.0311797 | Time: 2581.75 ms [2022-04-05 15:02:54 main:574] : INFO : Epoch 1820 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 2581.52 ms [2022-04-05 15:02:57 main:574] : INFO : Epoch 1821 | loss: 0.0311807 | val_loss: 0.0311787 | Time: 2549.31 ms [2022-04-05 15:02:59 main:574] : INFO : Epoch 1822 | loss: 0.0311803 | val_loss: 0.0311816 | Time: 2518.72 ms [2022-04-05 15:03:02 main:574] : INFO : Epoch 1823 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 2547.12 ms [2022-04-05 15:03:04 main:574] : INFO : Epoch 1824 | loss: 0.0311807 | val_loss: 0.0311789 | Time: 2544.02 ms [2022-04-05 15:03:07 main:574] : INFO : Epoch 1825 | loss: 0.0311799 | val_loss: 0.0311795 | Time: 2573.25 ms [2022-04-05 15:03:10 main:574] : INFO : Epoch 1826 | loss: 0.0311805 | val_loss: 0.0311787 | Time: 2590.72 ms [2022-04-05 15:03:12 main:574] : INFO : Epoch 1827 | loss: 0.0311792 | val_loss: 0.031179 | Time: 2575.6 ms [2022-04-05 15:03:15 main:574] : INFO : Epoch 1828 | loss: 0.0311801 | val_loss: 0.0311796 | Time: 2534.58 ms [2022-04-05 15:03:17 main:574] : INFO : Epoch 1829 | loss: 0.0311802 | val_loss: 0.0311794 | Time: 2569.06 ms [2022-04-05 15:03:20 main:574] : INFO : Epoch 1830 | loss: 0.0311791 | val_loss: 0.0311785 | Time: 2566.53 ms [2022-04-05 15:03:22 main:574] : INFO : Epoch 1831 | loss: 0.0311792 | val_loss: 0.0311785 | Time: 2551.79 ms [2022-04-05 15:03:25 main:574] : INFO : Epoch 1832 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 2597.32 ms [2022-04-05 15:03:28 main:574] : INFO : Epoch 1833 | loss: 0.0311798 | val_loss: 0.0311809 | Time: 2579.79 ms [2022-04-05 15:03:30 main:574] : INFO : Epoch 1834 | loss: 0.0311812 | val_loss: 0.0311808 | Time: 2543.16 ms [2022-04-05 15:03:33 main:574] : INFO : Epoch 1835 | loss: 0.0311803 | val_loss: 0.0311798 | Time: 2570.31 ms [2022-04-05 15:03:35 main:574] : INFO : Epoch 1836 | loss: 0.0311793 | val_loss: 0.0311788 | Time: 2521.1 ms [2022-04-05 15:03:38 main:574] : INFO : Epoch 1837 | loss: 0.0311791 | val_loss: 0.0311806 | Time: 2602.49 ms [2022-04-05 15:03:40 main:574] : INFO : Epoch 1838 | loss: 0.0311807 | val_loss: 0.0311811 | Time: 2536.03 ms [2022-04-05 15:03:43 main:574] : INFO : Epoch 1839 | loss: 0.0311805 | val_loss: 0.0311796 | Time: 2538.38 ms [2022-04-05 15:03:45 main:574] : INFO : Epoch 1840 | loss: 0.0311797 | val_loss: 0.0311795 | Time: 2564.64 ms [2022-04-05 15:03:48 main:574] : INFO : Epoch 1841 | loss: 0.0311795 | val_loss: 0.0311793 | Time: 2603.92 ms [2022-04-05 15:03:51 main:574] : INFO : Epoch 1842 | loss: 0.0311797 | val_loss: 0.03118 | Time: 2553.86 ms [2022-04-05 15:03:53 main:574] : INFO : Epoch 1843 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 2515.02 ms [2022-04-05 15:03:56 main:574] : INFO : Epoch 1844 | loss: 0.0311792 | val_loss: 0.0311829 | Time: 2561.66 ms [2022-04-05 15:03:58 main:574] : INFO : Epoch 1845 | loss: 0.0311817 | val_loss: 0.0311827 | Time: 2590.18 ms [2022-04-05 15:04:01 main:574] : INFO : Epoch 1846 | loss: 0.0311794 | val_loss: 0.0311789 | Time: 2587.64 ms [2022-04-05 15:04:03 main:574] : INFO : Epoch 1847 | loss: 0.0311798 | val_loss: 0.031179 | Time: 2590.17 ms [2022-04-05 15:04:06 main:574] : INFO : Epoch 1848 | loss: 0.0311805 | val_loss: 0.0311789 | Time: 2541.27 ms [2022-04-05 15:04:09 main:574] : INFO : Epoch 1849 | loss: 0.0311793 | val_loss: 0.0311789 | Time: 2582.31 ms [2022-04-05 15:04:11 main:574] : INFO : Epoch 1850 | loss: 0.0311791 | val_loss: 0.0311796 | Time: 2568.05 ms [2022-04-05 15:04:14 main:574] : INFO : Epoch 1851 | loss: 0.0311799 | val_loss: 0.0311787 | Time: 2521.26 ms [2022-04-05 15:04:16 main:574] : INFO : Epoch 1852 | loss: 0.031179 | val_loss: 0.0311788 | Time: 2543.11 ms [2022-04-05 15:04:19 main:574] : INFO : Epoch 1853 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 2532.64 ms [2022-04-05 15:04:21 main:574] : INFO : Epoch 1854 | loss: 0.0311798 | val_loss: 0.0311792 | Time: 2515.36 ms [2022-04-05 15:04:24 main:574] : INFO : Epoch 1855 | loss: 0.0311787 | val_loss: 0.0311794 | Time: 2534.96 ms [2022-04-05 15:04:26 main:574] : INFO : Epoch 1856 | loss: 0.0311786 | val_loss: 0.0311792 | Time: 2573.67 ms [2022-04-05 15:04:29 main:574] : INFO : Epoch 1857 | loss: 0.0311789 | val_loss: 0.0311793 | Time: 2554.1 ms [2022-04-05 15:04:31 main:574] : INFO : Epoch 1858 | loss: 0.0311788 | val_loss: 0.0311793 | Time: 2532.31 ms [2022-04-05 15:04:34 main:574] : INFO : Epoch 1859 | loss: 0.0311792 | val_loss: 0.0311795 | Time: 2588.26 ms [2022-04-05 15:04:37 main:574] : INFO : Epoch 1860 | loss: 0.031182 | val_loss: 0.031179 | Time: 2536.47 ms [2022-04-05 15:04:39 main:574] : INFO : Epoch 1861 | loss: 0.0311792 | val_loss: 0.0311788 | Time: 2568.6 ms [2022-04-05 15:04:42 main:574] : INFO : Epoch 1862 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 2518.52 ms [2022-04-05 15:04:44 main:574] : INFO : Epoch 1863 | loss: 0.0311792 | val_loss: 0.0311824 | Time: 2562.56 ms [2022-04-05 15:04:47 main:574] : INFO : Epoch 1864 | loss: 0.0311804 | val_loss: 0.0311788 | Time: 2591.65 ms [2022-04-05 15:04:49 main:574] : INFO : Epoch 1865 | loss: 0.0311792 | val_loss: 0.0311806 | Time: 2533.6 ms [2022-04-05 15:04:52 main:574] : INFO : Epoch 1866 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 2612.53 ms [2022-04-05 15:04:54 main:574] : INFO : Epoch 1867 | loss: 0.0311788 | val_loss: 0.0311797 | Time: 2537.35 ms [2022-04-05 15:04:57 main:574] : INFO : Epoch 1868 | loss: 0.0311792 | val_loss: 0.0311857 | Time: 2508.87 ms [2022-04-05 15:05:00 main:574] : INFO : Epoch 1869 | loss: 0.0311814 | val_loss: 0.0311836 | Time: 2550.22 ms [2022-04-05 15:05:02 main:574] : INFO : Epoch 1870 | loss: 0.0311893 | val_loss: 0.0311857 | Time: 2598.32 ms [2022-04-05 15:05:05 main:574] : INFO : Epoch 1871 | loss: 0.0311883 | val_loss: 0.0311857 | Time: 2549.42 ms [2022-04-05 15:05:07 main:574] : INFO : Epoch 1872 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 2567.67 ms [2022-04-05 15:05:10 main:574] : INFO : Epoch 1873 | loss: 0.0311806 | val_loss: 0.0311807 | Time: 2564.09 ms [2022-04-05 15:05:12 main:574] : INFO : Epoch 1874 | loss: 0.0311792 | val_loss: 0.0311788 | Time: 2549.4 ms [2022-04-05 15:05:15 main:574] : INFO : Epoch 1875 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 2501.95 ms [2022-04-05 15:05:17 main:574] : INFO : Epoch 1876 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 2594.31 ms [2022-04-05 15:05:20 main:574] : INFO : Epoch 1877 | loss: 0.0311804 | val_loss: 0.0311791 | Time: 2600.23 ms [2022-04-05 15:05:23 main:574] : INFO : Epoch 1878 | loss: 0.0311792 | val_loss: 0.0311781 | Time: 2494.94 ms [2022-04-05 15:05:25 main:574] : INFO : Epoch 1879 | loss: 0.0311787 | val_loss: 0.0311783 | Time: 2569.52 ms [2022-04-05 15:05:28 main:574] : INFO : Epoch 1880 | loss: 0.0311788 | val_loss: 0.0311788 | Time: 2500.88 ms [2022-04-05 15:05:30 main:574] : INFO : Epoch 1881 | loss: 0.0311784 | val_loss: 0.0311788 | Time: 2540.49 ms [2022-04-05 15:05:33 main:574] : INFO : Epoch 1882 | loss: 0.0311784 | val_loss: 0.031178 | Time: 2582.47 ms [2022-04-05 15:05:35 main:574] : INFO : Epoch 1883 | loss: 0.031179 | val_loss: 0.031178 | Time: 2566.94 ms [2022-04-05 15:05:38 main:574] : INFO : Epoch 1884 | loss: 0.0311812 | val_loss: 0.0311802 | Time: 2616.86 ms [2022-04-05 15:05:41 main:574] : INFO : Epoch 1885 | loss: 0.0311814 | val_loss: 0.0311882 | Time: 2564.43 ms [2022-04-05 15:05:43 main:574] : INFO : Epoch 1886 | loss: 0.0311835 | val_loss: 0.0311829 | Time: 2542.35 ms [2022-04-05 15:05:46 main:574] : INFO : Epoch 1887 | loss: 0.0311796 | val_loss: 0.0311777 | Time: 2533.24 ms [2022-04-05 15:05:48 main:574] : INFO : Epoch 1888 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 2598.22 ms [2022-04-05 15:05:51 main:574] : INFO : Epoch 1889 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 2516.18 ms [2022-04-05 15:05:53 main:574] : INFO : Epoch 1890 | loss: 0.0311785 | val_loss: 0.0311823 | Time: 2498.28 ms [2022-04-05 15:05:56 main:574] : INFO : Epoch 1891 | loss: 0.0311801 | val_loss: 0.031178 | Time: 2527.11 ms [2022-04-05 15:05:58 main:574] : INFO : Epoch 1892 | loss: 0.0311787 | val_loss: 0.0311798 | Time: 2547.79 ms [2022-04-05 15:06:01 main:574] : INFO : Epoch 1893 | loss: 0.03118 | val_loss: 0.0311812 | Time: 2571.85 ms [2022-04-05 15:06:03 main:574] : INFO : Epoch 1894 | loss: 0.0311823 | val_loss: 0.0311816 | Time: 2583.59 ms [2022-04-05 15:06:06 main:574] : INFO : Epoch 1895 | loss: 0.0311818 | val_loss: 0.031181 | Time: 2598.14 ms [2022-04-05 15:06:09 main:574] : INFO : Epoch 1896 | loss: 0.0311804 | val_loss: 0.0311804 | Time: 2514.23 ms [2022-04-05 15:06:11 main:574] : INFO : Epoch 1897 | loss: 0.0311803 | val_loss: 0.0311796 | Time: 2557.25 ms [2022-04-05 15:06:14 main:574] : INFO : Epoch 1898 | loss: 0.0311802 | val_loss: 0.0311789 | Time: 2561.9 ms [2022-04-05 15:06:16 main:574] : INFO : Epoch 1899 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 2516.91 ms [2022-04-05 15:06:19 main:574] : INFO : Epoch 1900 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 2497.45 ms [2022-04-05 15:06:21 main:574] : INFO : Epoch 1901 | loss: 0.0311799 | val_loss: 0.0311781 | Time: 2504.81 ms [2022-04-05 15:06:24 main:574] : INFO : Epoch 1902 | loss: 0.0311794 | val_loss: 0.031179 | Time: 2539.78 ms [2022-04-05 15:06:26 main:574] : INFO : Epoch 1903 | loss: 0.0311781 | val_loss: 0.031178 | Time: 2610.02 ms [2022-04-05 15:06:29 main:574] : INFO : Epoch 1904 | loss: 0.0311777 | val_loss: 0.0311788 | Time: 2586.47 ms [2022-04-05 15:06:32 main:574] : INFO : Epoch 1905 | loss: 0.0311782 | val_loss: 0.0311787 | Time: 2568.02 ms [2022-04-05 15:06:34 main:574] : INFO : Epoch 1906 | loss: 0.0311827 | val_loss: 0.0311806 | Time: 2546.51 ms [2022-04-05 15:06:37 main:574] : INFO : Epoch 1907 | loss: 0.0311836 | val_loss: 0.0311834 | Time: 2554.74 ms [2022-04-05 15:06:39 main:574] : INFO : Epoch 1908 | loss: 0.0311887 | val_loss: 0.0311807 | Time: 2577.53 ms [2022-04-05 15:06:42 main:574] : INFO : Epoch 1909 | loss: 0.0311855 | val_loss: 0.0311862 | Time: 2514.24 ms [2022-04-05 15:06:44 main:574] : INFO : Epoch 1910 | loss: 0.0312015 | val_loss: 0.0312068 | Time: 2567.13 ms [2022-04-05 15:06:47 main:574] : INFO : Epoch 1911 | loss: 0.0413265 | val_loss: 0.0382582 | Time: 2527.08 ms [2022-04-05 15:06:49 main:574] : INFO : Epoch 1912 | loss: 0.0423694 | val_loss: 0.0437751 | Time: 2584.6 ms [2022-04-05 15:06:52 main:574] : INFO : Epoch 1913 | loss: 0.0343376 | val_loss: 0.0323985 | Time: 2541.97 ms [2022-04-05 15:06:55 main:574] : INFO : Epoch 1914 | loss: 0.0317649 | val_loss: 0.0313823 | Time: 2557.82 ms [2022-04-05 15:06:57 main:574] : INFO : Epoch 1915 | loss: 0.0313134 | val_loss: 0.0312692 | Time: 2614.87 ms [2022-04-05 15:07:00 main:574] : INFO : Epoch 1916 | loss: 0.0312422 | val_loss: 0.0312281 | Time: 2532.92 ms [2022-04-05 15:07:02 main:574] : INFO : Epoch 1917 | loss: 0.0312287 | val_loss: 0.031221 | Time: 2586.7 ms [2022-04-05 15:07:05 main:574] : INFO : Epoch 1918 | loss: 0.0312222 | val_loss: 0.0312172 | Time: 2510.82 ms [2022-04-05 15:07:07 main:574] : INFO : Epoch 1919 | loss: 0.0312187 | val_loss: 0.0312143 | Time: 2516 ms [2022-04-05 15:07:10 main:574] : INFO : Epoch 1920 | loss: 0.031216 | val_loss: 0.031211 | Time: 2515.84 ms [2022-04-05 15:07:12 main:574] : INFO : Epoch 1921 | loss: 0.0312143 | val_loss: 0.0312088 | Time: 2555.02 ms [2022-04-05 15:07:15 main:574] : INFO : Epoch 1922 | loss: 0.0312111 | val_loss: 0.0312061 | Time: 2533.62 ms [2022-04-05 15:07:17 main:574] : INFO : Epoch 1923 | loss: 0.0312078 | val_loss: 0.0312039 | Time: 2534.15 ms [2022-04-05 15:07:20 main:574] : INFO : Epoch 1924 | loss: 0.0312052 | val_loss: 0.0312018 | Time: 2564.53 ms [2022-04-05 15:07:23 main:574] : INFO : Epoch 1925 | loss: 0.0312033 | val_loss: 0.0312004 | Time: 2552.93 ms [2022-04-05 15:07:25 main:574] : INFO : Epoch 1926 | loss: 0.0312015 | val_loss: 0.0311973 | Time: 2469.39 ms [2022-04-05 15:07:28 main:574] : INFO : Epoch 1927 | loss: 0.0311997 | val_loss: 0.0311955 | Time: 2714.46 ms [2022-04-05 15:07:30 main:574] : INFO : Epoch 1928 | loss: 0.0311985 | val_loss: 0.031195 | Time: 2644.43 ms [2022-04-05 15:07:33 main:574] : INFO : Epoch 1929 | loss: 0.0311978 | val_loss: 0.0311934 | Time: 2584.84 ms [2022-04-05 15:07:36 main:574] : INFO : Epoch 1930 | loss: 0.0311962 | val_loss: 0.0311922 | Time: 2612.15 ms [2022-04-05 15:07:38 main:574] : INFO : Epoch 1931 | loss: 0.0311951 | val_loss: 0.0311915 | Time: 2571.99 ms [2022-04-05 15:07:41 main:574] : INFO : Epoch 1932 | loss: 0.0311945 | val_loss: 0.0311909 | Time: 2577.84 ms [2022-04-05 15:07:43 main:574] : INFO : Epoch 1933 | loss: 0.0311939 | val_loss: 0.03119 | Time: 2478.74 ms [2022-04-05 15:07:46 main:574] : INFO : Epoch 1934 | loss: 0.0311937 | val_loss: 0.0311899 | Time: 2606.2 ms [2022-04-05 15:07:48 main:574] : INFO : Epoch 1935 | loss: 0.0311935 | val_loss: 0.0311893 | Time: 2584.17 ms [2022-04-05 15:07:51 main:574] : INFO : Epoch 1936 | loss: 0.0311924 | val_loss: 0.0311891 | Time: 2558.25 ms [2022-04-05 15:07:54 main:574] : INFO : Epoch 1937 | loss: 0.031192 | val_loss: 0.0311891 | Time: 2590.29 ms [2022-04-05 15:07:56 main:574] : INFO : Epoch 1938 | loss: 0.0311924 | val_loss: 0.0311891 | Time: 2539.8 ms [2022-04-05 15:07:59 main:574] : INFO : Epoch 1939 | loss: 0.0311918 | val_loss: 0.031189 | Time: 2524.52 ms [2022-04-05 15:08:01 main:574] : INFO : Epoch 1940 | loss: 0.0311915 | val_loss: 0.0311917 | Time: 2552.61 ms [2022-04-05 15:08:04 main:574] : INFO : Epoch 1941 | loss: 0.0311928 | val_loss: 0.0311879 | Time: 2529.23 ms [2022-04-05 15:08:06 main:574] : INFO : Epoch 1942 | loss: 0.0311942 | val_loss: 0.0311892 | Time: 2558.81 ms [2022-04-05 15:08:09 main:574] : INFO : Epoch 1943 | loss: 0.0311924 | val_loss: 0.0311876 | Time: 2531.07 ms [2022-04-05 15:08:11 main:574] : INFO : Epoch 1944 | loss: 0.0311912 | val_loss: 0.0311874 | Time: 2530.86 ms [2022-04-05 15:08:14 main:574] : INFO : Epoch 1945 | loss: 0.0311908 | val_loss: 0.0311874 | Time: 2583.58 ms [2022-04-05 15:08:16 main:574] : INFO : Epoch 1946 | loss: 0.031191 | val_loss: 0.0311873 | Time: 2553.08 ms [2022-04-05 15:08:19 main:574] : INFO : Epoch 1947 | loss: 0.0311924 | val_loss: 0.0311937 | Time: 2513.93 ms [2022-04-05 15:08:22 main:574] : INFO : Epoch 1948 | loss: 0.0311917 | val_loss: 0.0311879 | Time: 2511.18 ms [2022-04-05 15:08:24 main:574] : INFO : Epoch 1949 | loss: 0.0311907 | val_loss: 0.0311871 | Time: 2612.54 ms [2022-04-05 15:08:27 main:574] : INFO : Epoch 1950 | loss: 0.0311911 | val_loss: 0.0311875 | Time: 2610.9 ms [2022-04-05 15:08:29 main:574] : INFO : Epoch 1951 | loss: 0.0311898 | val_loss: 0.0311869 | Time: 2730.36 ms [2022-04-05 15:08:32 main:574] : INFO : Epoch 1952 | loss: 0.0311901 | val_loss: 0.0311868 | Time: 2510.05 ms [2022-04-05 15:08:34 main:574] : INFO : Epoch 1953 | loss: 0.0311904 | val_loss: 0.0311873 | Time: 2497.92 ms [2022-04-05 15:08:37 main:574] : INFO : Epoch 1954 | loss: 0.031191 | val_loss: 0.0311872 | Time: 2533.02 ms [2022-04-05 15:08:40 main:574] : INFO : Epoch 1955 | loss: 0.0311896 | val_loss: 0.0311867 | Time: 2612.51 ms [2022-04-05 15:08:42 main:574] : INFO : Epoch 1956 | loss: 0.0311898 | val_loss: 0.0311879 | Time: 2611.43 ms [2022-04-05 15:08:45 main:574] : INFO : Epoch 1957 | loss: 0.0311901 | val_loss: 0.0311863 | Time: 2598.62 ms [2022-04-05 15:08:47 main:574] : INFO : Epoch 1958 | loss: 0.0311907 | val_loss: 0.0311875 | Time: 2511.98 ms [2022-04-05 15:08:50 main:574] : INFO : Epoch 1959 | loss: 0.0311907 | val_loss: 0.0311921 | Time: 2542.28 ms [2022-04-05 15:08:52 main:574] : INFO : Epoch 1960 | loss: 0.0311904 | val_loss: 0.0311867 | Time: 2544.06 ms [2022-04-05 15:08:55 main:574] : INFO : Epoch 1961 | loss: 0.0311896 | val_loss: 0.0311864 | Time: 2537.18 ms [2022-04-05 15:08:58 main:574] : INFO : Epoch 1962 | loss: 0.0311897 | val_loss: 0.0311866 | Time: 2563.78 ms [2022-04-05 15:09:00 main:574] : INFO : Epoch 1963 | loss: 0.0311891 | val_loss: 0.0311869 | Time: 2457.17 ms [2022-04-05 15:09:03 main:574] : INFO : Epoch 1964 | loss: 0.0311897 | val_loss: 0.031187 | Time: 2518.13 ms [2022-04-05 15:09:05 main:574] : INFO : Epoch 1965 | loss: 0.03119 | val_loss: 0.0311866 | Time: 2591.47 ms [2022-04-05 15:09:08 main:574] : INFO : Epoch 1966 | loss: 0.0311894 | val_loss: 0.0311901 | Time: 2536.26 ms [2022-04-05 15:09:10 main:574] : INFO : Epoch 1967 | loss: 0.0311907 | val_loss: 0.0311867 | Time: 2560.13 ms [2022-04-05 15:09:13 main:574] : INFO : Epoch 1968 | loss: 0.0311891 | val_loss: 0.0311876 | Time: 2540.32 ms [2022-04-05 15:09:15 main:574] : INFO : Epoch 1969 | loss: 0.0311899 | val_loss: 0.0311881 | Time: 2540.59 ms [2022-04-05 15:09:18 main:574] : INFO : Epoch 1970 | loss: 0.0311895 | val_loss: 0.0311876 | Time: 2564.02 ms [2022-04-05 15:09:21 main:574] : INFO : Epoch 1971 | loss: 0.0311887 | val_loss: 0.0311877 | Time: 2696.97 ms [2022-04-05 15:09:23 main:574] : INFO : Epoch 1972 | loss: 0.0311898 | val_loss: 0.0311875 | Time: 2618.4 ms [2022-04-05 15:09:26 main:574] : INFO : Epoch 1973 | loss: 0.031189 | val_loss: 0.0311869 | Time: 2522.67 ms [2022-04-05 15:09:28 main:574] : INFO : Epoch 1974 | loss: 0.0311887 | val_loss: 0.0311861 | Time: 2490.85 ms [2022-04-05 15:09:31 main:574] : INFO : Epoch 1975 | loss: 0.03119 | val_loss: 0.0311899 | Time: 2540.76 ms [2022-04-05 15:09:33 main:574] : INFO : Epoch 1976 | loss: 0.0311914 | val_loss: 0.0311889 | Time: 2521.5 ms [2022-04-05 15:09:36 main:574] : INFO : Epoch 1977 | loss: 0.0311902 | val_loss: 0.0311903 | Time: 2512.93 ms [2022-04-05 15:09:38 main:574] : INFO : Epoch 1978 | loss: 0.0311894 | val_loss: 0.031188 | Time: 2601.29 ms [2022-04-05 15:09:41 main:574] : INFO : Epoch 1979 | loss: 0.0311892 | val_loss: 0.0311863 | Time: 2563.08 ms [2022-04-05 15:09:44 main:574] : INFO : Epoch 1980 | loss: 0.0311885 | val_loss: 0.0311859 | Time: 2566.13 ms [2022-04-05 15:09:46 main:574] : INFO : Epoch 1981 | loss: 0.0311919 | val_loss: 0.0311943 | Time: 2483.59 ms [2022-04-05 15:09:49 main:574] : INFO : Epoch 1982 | loss: 0.0311902 | val_loss: 0.0311856 | Time: 2540.11 ms [2022-04-05 15:09:51 main:574] : INFO : Epoch 1983 | loss: 0.0311881 | val_loss: 0.031186 | Time: 2502.46 ms [2022-04-05 15:09:54 main:574] : INFO : Epoch 1984 | loss: 0.0311878 | val_loss: 0.0311854 | Time: 2469.91 ms [2022-04-05 15:09:56 main:574] : INFO : Epoch 1985 | loss: 0.0311888 | val_loss: 0.031187 | Time: 2506.8 ms [2022-04-05 15:09:59 main:574] : INFO : Epoch 1986 | loss: 0.0311885 | val_loss: 0.0311852 | Time: 2551.94 ms [2022-04-05 15:10:01 main:574] : INFO : Epoch 1987 | loss: 0.0311913 | val_loss: 0.0311862 | Time: 2537.24 ms [2022-04-05 15:10:04 main:574] : INFO : Epoch 1988 | loss: 0.0311913 | val_loss: 0.0311885 | Time: 2566.2 ms [2022-04-05 15:10:06 main:574] : INFO : Epoch 1989 | loss: 0.0311897 | val_loss: 0.0311869 | Time: 2515.07 ms [2022-04-05 15:10:09 main:574] : INFO : Epoch 1990 | loss: 0.0311906 | val_loss: 0.0311927 | Time: 2566.88 ms [2022-04-05 15:10:11 main:574] : INFO : Epoch 1991 | loss: 0.0311912 | val_loss: 0.0311882 | Time: 2568.15 ms [2022-04-05 15:10:14 main:574] : INFO : Epoch 1992 | loss: 0.0311898 | val_loss: 0.0311867 | Time: 2609.28 ms [2022-04-05 15:10:17 main:574] : INFO : Epoch 1993 | loss: 0.0311886 | val_loss: 0.0311853 | Time: 2556.36 ms [2022-04-05 15:10:19 main:574] : INFO : Epoch 1994 | loss: 0.0311872 | val_loss: 0.031185 | Time: 2543.14 ms [2022-04-05 15:10:22 main:574] : INFO : Epoch 1995 | loss: 0.0311875 | val_loss: 0.0311879 | Time: 2501.05 ms [2022-04-05 15:10:24 main:574] : INFO : Epoch 1996 | loss: 0.0311882 | val_loss: 0.0311864 | Time: 2550.94 ms [2022-04-05 15:10:27 main:574] : INFO : Epoch 1997 | loss: 0.0311874 | val_loss: 0.0311846 | Time: 2515.86 ms [2022-04-05 15:10:29 main:574] : INFO : Epoch 1998 | loss: 0.0311875 | val_loss: 0.0311846 | Time: 2535.7 ms [2022-04-05 15:10:32 main:574] : INFO : Epoch 1999 | loss: 0.0311871 | val_loss: 0.0311845 | Time: 2568.73 ms [2022-04-05 15:10:34 main:574] : INFO : Epoch 2000 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 2494.44 ms [2022-04-05 15:10:37 main:574] : INFO : Epoch 2001 | loss: 0.0311899 | val_loss: 0.031188 | Time: 2554.45 ms [2022-04-05 15:10:39 main:574] : INFO : Epoch 2002 | loss: 0.0311896 | val_loss: 0.0311842 | Time: 2541.19 ms [2022-04-05 15:10:42 main:574] : INFO : Epoch 2003 | loss: 0.031188 | val_loss: 0.0311844 | Time: 2542.54 ms [2022-04-05 15:10:44 main:574] : INFO : Epoch 2004 | loss: 0.0311877 | val_loss: 0.0311842 | Time: 2510.14 ms [2022-04-05 15:10:47 main:574] : INFO : Epoch 2005 | loss: 0.0311869 | val_loss: 0.031184 | Time: 2521.35 ms [2022-04-05 15:10:49 main:574] : INFO : Epoch 2006 | loss: 0.0311879 | val_loss: 0.0311885 | Time: 2484.31 ms [2022-04-05 15:10:52 main:574] : INFO : Epoch 2007 | loss: 0.0311885 | val_loss: 0.0311863 | Time: 2552.39 ms [2022-04-05 15:10:55 main:574] : INFO : Epoch 2008 | loss: 0.0311867 | val_loss: 0.0311844 | Time: 2529.75 ms [2022-04-05 15:10:57 main:574] : INFO : Epoch 2009 | loss: 0.0311864 | val_loss: 0.0311901 | Time: 2552 ms [2022-04-05 15:11:00 main:574] : INFO : Epoch 2010 | loss: 0.0311909 | val_loss: 0.0311839 | Time: 2533.78 ms [2022-04-05 15:11:02 main:574] : INFO : Epoch 2011 | loss: 0.03119 | val_loss: 0.0311867 | Time: 2510.59 ms [2022-04-05 15:11:05 main:574] : INFO : Epoch 2012 | loss: 0.0311882 | val_loss: 0.0311893 | Time: 2520.98 ms [2022-04-05 15:11:07 main:574] : INFO : Epoch 2013 | loss: 0.0311897 | val_loss: 0.0311845 | Time: 2566.97 ms [2022-04-05 15:11:10 main:574] : INFO : Epoch 2014 | loss: 0.0311866 | val_loss: 0.0311853 | Time: 2603.13 ms [2022-04-05 15:11:12 main:574] : INFO : Epoch 2015 | loss: 0.0311865 | val_loss: 0.0311845 | Time: 2537.6 ms [2022-04-05 15:11:15 main:574] : INFO : Epoch 2016 | loss: 0.0311863 | val_loss: 0.0311838 | Time: 2462.73 ms [2022-04-05 15:11:17 main:574] : INFO : Epoch 2017 | loss: 0.0311905 | val_loss: 0.0311866 | Time: 2537.94 ms [2022-04-05 15:11:20 main:574] : INFO : Epoch 2018 | loss: 0.03119 | val_loss: 0.0311838 | Time: 2571.91 ms [2022-04-05 15:11:22 main:574] : INFO : Epoch 2019 | loss: 0.0311865 | val_loss: 0.031184 | Time: 2516.29 ms [2022-04-05 15:11:25 main:574] : INFO : Epoch 2020 | loss: 0.0311864 | val_loss: 0.031184 | Time: 2568 ms [2022-04-05 15:11:28 main:574] : INFO : Epoch 2021 | loss: 0.0311866 | val_loss: 0.0311927 | Time: 2624.8 ms [2022-04-05 15:11:30 main:574] : INFO : Epoch 2022 | loss: 0.0311898 | val_loss: 0.0311848 | Time: 2534.99 ms [2022-04-05 15:11:33 main:574] : INFO : Epoch 2023 | loss: 0.0311884 | val_loss: 0.0311841 | Time: 2577.58 ms [2022-04-05 15:11:35 main:574] : INFO : Epoch 2024 | loss: 0.0311865 | val_loss: 0.0311842 | Time: 2624.1 ms [2022-04-05 15:11:38 main:574] : INFO : Epoch 2025 | loss: 0.0311884 | val_loss: 0.0311883 | Time: 2571.53 ms [2022-04-05 15:11:40 main:574] : INFO : Epoch 2026 | loss: 0.0311881 | val_loss: 0.0311905 | Time: 2549.86 ms [2022-04-05 15:11:43 main:574] : INFO : Epoch 2027 | loss: 0.0311865 | val_loss: 0.0311839 | Time: 2581.28 ms [2022-04-05 15:11:46 main:574] : INFO : Epoch 2028 | loss: 0.031186 | val_loss: 0.0311835 | Time: 2514.06 ms [2022-04-05 15:11:48 main:574] : INFO : Epoch 2029 | loss: 0.0311866 | val_loss: 0.0311857 | Time: 2511.89 ms [2022-04-05 15:11:51 main:574] : INFO : Epoch 2030 | loss: 0.031189 | val_loss: 0.0311858 | Time: 2483.81 ms [2022-04-05 15:11:53 main:574] : INFO : Epoch 2031 | loss: 0.0311862 | val_loss: 0.0311838 | Time: 2500.03 ms [2022-04-05 15:11:56 main:574] : INFO : Epoch 2032 | loss: 0.0311888 | val_loss: 0.0311841 | Time: 2469.26 ms [2022-04-05 15:11:58 main:574] : INFO : Epoch 2033 | loss: 0.0311864 | val_loss: 0.031185 | Time: 2529.92 ms [2022-04-05 15:12:01 main:574] : INFO : Epoch 2034 | loss: 0.0311857 | val_loss: 0.0311846 | Time: 2543.18 ms [2022-04-05 15:12:03 main:574] : INFO : Epoch 2035 | loss: 0.031187 | val_loss: 0.0311833 | Time: 2515.61 ms [2022-04-05 15:12:06 main:574] : INFO : Epoch 2036 | loss: 0.0311891 | val_loss: 0.0311866 | Time: 2490.84 ms [2022-04-05 15:12:08 main:574] : INFO : Epoch 2037 | loss: 0.0311896 | val_loss: 0.0311876 | Time: 2457 ms [2022-04-05 15:12:11 main:574] : INFO : Epoch 2038 | loss: 0.0311897 | val_loss: 0.0311833 | Time: 2473.36 ms [2022-04-05 15:12:13 main:574] : INFO : Epoch 2039 | loss: 0.0311869 | val_loss: 0.0311835 | Time: 2503.63 ms [2022-04-05 15:12:16 main:574] : INFO : Epoch 2040 | loss: 0.0311859 | val_loss: 0.0311841 | Time: 2542.19 ms [2022-04-05 15:12:18 main:574] : INFO : Epoch 2041 | loss: 0.0311859 | val_loss: 0.0311847 | Time: 2580.27 ms [2022-04-05 15:12:21 main:574] : INFO : Epoch 2042 | loss: 0.0311877 | val_loss: 0.0311857 | Time: 2504.74 ms [2022-04-05 15:12:23 main:574] : INFO : Epoch 2043 | loss: 0.0311881 | val_loss: 0.0311832 | Time: 2520.53 ms [2022-04-05 15:12:26 main:574] : INFO : Epoch 2044 | loss: 0.0311878 | val_loss: 0.0311859 | Time: 2561.32 ms [2022-04-05 15:12:28 main:574] : INFO : Epoch 2045 | loss: 0.0311865 | val_loss: 0.0311829 | Time: 2475.71 ms [2022-04-05 15:12:31 main:574] : INFO : Epoch 2046 | loss: 0.0311857 | val_loss: 0.0311834 | Time: 2465.57 ms [2022-04-05 15:12:33 main:574] : INFO : Epoch 2047 | loss: 0.0311869 | val_loss: 0.0311833 | Time: 2495.05 ms [2022-04-05 15:12:36 main:574] : INFO : Epoch 2048 | loss: 0.0311866 | val_loss: 0.031183 | Time: 2435.11 ms [2022-04-05 15:12:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031183 [2022-04-05 15:12:36 main:603] : INFO : Saving end state to config to file [2022-04-05 15:12:36 main:608] : INFO : Success, exiting.. 15:12:36 (3676): 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)