Task 10807325
| Name | ParityModified-1639948020-10611-2-0_0 |
| Workunit | 8118084 |
| Created | 16 Jan 2022, 2:01:21 UTC |
| Sent | 2 Feb 2022, 14:22:14 UTC |
| Report deadline | 10 Feb 2022, 14:22:14 UTC |
| Received | 2 Feb 2022, 16:24:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16459 |
| Run time | 2 hours 0 min 26 sec |
| CPU time | 1 hours 56 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 2787.97 ms [2022-02-02 17:00:21 main:574] : INFO : Epoch 1543 | loss: 0.0311724 | val_loss: 0.031177 | Time: 2782.28 ms [2022-02-02 17:00:24 main:574] : INFO : Epoch 1544 | loss: 0.0311738 | val_loss: 0.0311802 | Time: 2762.47 ms [2022-02-02 17:00:27 main:574] : INFO : Epoch 1545 | loss: 0.0311758 | val_loss: 0.03118 | Time: 2814.46 ms [2022-02-02 17:00:30 main:574] : INFO : Epoch 1546 | loss: 0.031176 | val_loss: 0.0311781 | Time: 2731.47 ms [2022-02-02 17:00:33 main:574] : INFO : Epoch 1547 | loss: 0.0311735 | val_loss: 0.0311774 | Time: 2764.5 ms [2022-02-02 17:00:35 main:574] : INFO : Epoch 1548 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 2836.54 ms [2022-02-02 17:00:38 main:574] : INFO : Epoch 1549 | loss: 0.0311733 | val_loss: 0.0311779 | Time: 2803.44 ms [2022-02-02 17:00:41 main:574] : INFO : Epoch 1550 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 2773.62 ms [2022-02-02 17:00:44 main:574] : INFO : Epoch 1551 | loss: 0.031174 | val_loss: 0.0311771 | Time: 2794.46 ms [2022-02-02 17:00:47 main:574] : INFO : Epoch 1552 | loss: 0.031175 | val_loss: 0.0311768 | Time: 2731.39 ms [2022-02-02 17:00:50 main:574] : INFO : Epoch 1553 | loss: 0.0311742 | val_loss: 0.0311763 | Time: 2757.67 ms [2022-02-02 17:00:52 main:574] : INFO : Epoch 1554 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 2771.3 ms [2022-02-02 17:00:55 main:574] : INFO : Epoch 1555 | loss: 0.0311732 | val_loss: 0.0311774 | Time: 2753.13 ms [2022-02-02 17:00:58 main:574] : INFO : Epoch 1556 | loss: 0.0311727 | val_loss: 0.0311775 | Time: 2745.99 ms [2022-02-02 17:01:01 main:574] : INFO : Epoch 1557 | loss: 0.0311719 | val_loss: 0.0311776 | Time: 2786.13 ms [2022-02-02 17:01:04 main:574] : INFO : Epoch 1558 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 2880.48 ms [2022-02-02 17:01:07 main:574] : INFO : Epoch 1559 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 2803.25 ms [2022-02-02 17:01:09 main:574] : INFO : Epoch 1560 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 2759.05 ms [2022-02-02 17:01:12 main:574] : INFO : Epoch 1561 | loss: 0.0311739 | val_loss: 0.0311766 | Time: 2767.61 ms [2022-02-02 17:01:15 main:574] : INFO : Epoch 1562 | loss: 0.0311728 | val_loss: 0.0311813 | Time: 2754.19 ms [2022-02-02 17:01:18 main:574] : INFO : Epoch 1563 | loss: 0.031173 | val_loss: 0.0311781 | Time: 2768.07 ms [2022-02-02 17:01:21 main:574] : INFO : Epoch 1564 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 2759.53 ms [2022-02-02 17:01:24 main:574] : INFO : Epoch 1565 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 2827.51 ms [2022-02-02 17:01:26 main:574] : INFO : Epoch 1566 | loss: 0.0311727 | val_loss: 0.0311767 | Time: 2776 ms [2022-02-02 17:01:29 main:574] : INFO : Epoch 1567 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 2749.99 ms [2022-02-02 17:01:32 main:574] : INFO : Epoch 1568 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 2975.59 ms [2022-02-02 17:01:35 main:574] : INFO : Epoch 1569 | loss: 0.0311743 | val_loss: 0.0311764 | Time: 2853.96 ms [2022-02-02 17:01:38 main:574] : INFO : Epoch 1570 | loss: 0.0311728 | val_loss: 0.0311769 | Time: 2762.66 ms [2022-02-02 17:01:41 main:574] : INFO : Epoch 1571 | loss: 0.0311724 | val_loss: 0.0311795 | Time: 2760.3 ms [2022-02-02 17:01:44 main:574] : INFO : Epoch 1572 | loss: 0.0311718 | val_loss: 0.0311772 | Time: 2857 ms [2022-02-02 17:01:46 main:574] : INFO : Epoch 1573 | loss: 0.0311727 | val_loss: 0.03118 | Time: 2776.58 ms [2022-02-02 17:01:49 main:574] : INFO : Epoch 1574 | loss: 0.0311734 | val_loss: 0.0311802 | Time: 2748.78 ms [2022-02-02 17:01:52 main:574] : INFO : Epoch 1575 | loss: 0.031173 | val_loss: 0.0311795 | Time: 2737.08 ms [2022-02-02 17:01:55 main:574] : INFO : Epoch 1576 | loss: 0.0311732 | val_loss: 0.031179 | Time: 2759.65 ms [2022-02-02 17:01:58 main:574] : INFO : Epoch 1577 | loss: 0.0311716 | val_loss: 0.0311789 | Time: 2737.18 ms [2022-02-02 17:02:01 main:574] : INFO : Epoch 1578 | loss: 0.0311715 | val_loss: 0.0311774 | Time: 2751.2 ms [2022-02-02 17:02:03 main:574] : INFO : Epoch 1579 | loss: 0.0311713 | val_loss: 0.03118 | Time: 2746.94 ms [2022-02-02 17:02:06 main:574] : INFO : Epoch 1580 | loss: 0.0311715 | val_loss: 0.031177 | Time: 2736.22 ms [2022-02-02 17:02:09 main:574] : INFO : Epoch 1581 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 2748.01 ms [2022-02-02 17:02:12 main:574] : INFO : Epoch 1582 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 2733.56 ms [2022-02-02 17:02:15 main:574] : INFO : Epoch 1583 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 2746.93 ms [2022-02-02 17:02:17 main:574] : INFO : Epoch 1584 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 2731.18 ms [2022-02-02 17:02:20 main:574] : INFO : Epoch 1585 | loss: 0.031171 | val_loss: 0.0311783 | Time: 2744.37 ms [2022-02-02 17:02:23 main:574] : INFO : Epoch 1586 | loss: 0.0311721 | val_loss: 0.0311788 | Time: 2738.98 ms [2022-02-02 17:02:26 main:574] : INFO : Epoch 1587 | loss: 0.0311714 | val_loss: 0.0311771 | Time: 2741.81 ms [2022-02-02 17:02:28 main:574] : INFO : Epoch 1588 | loss: 0.0311726 | val_loss: 0.0311776 | Time: 2731.65 ms [2022-02-02 17:02:31 main:574] : INFO : Epoch 1589 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 2721.16 ms [2022-02-02 17:02:34 main:574] : INFO : Epoch 1590 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 2746.9 ms [2022-02-02 17:02:37 main:574] : INFO : Epoch 1591 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 2713.99 ms [2022-02-02 17:02:40 main:574] : INFO : Epoch 1592 | loss: 0.0311716 | val_loss: 0.0311754 | Time: 2724.89 ms [2022-02-02 17:02:42 main:574] : INFO : Epoch 1593 | loss: 0.031174 | val_loss: 0.0311777 | Time: 2726.67 ms [2022-02-02 17:02:45 main:574] : INFO : Epoch 1594 | loss: 0.0311769 | val_loss: 0.031181 | Time: 2743.74 ms [2022-02-02 17:02:48 main:574] : INFO : Epoch 1595 | loss: 0.0311758 | val_loss: 0.0311743 | Time: 2732.41 ms [2022-02-02 17:02:51 main:574] : INFO : Epoch 1596 | loss: 0.0311746 | val_loss: 0.0311751 | Time: 2742.86 ms [2022-02-02 17:02:53 main:574] : INFO : Epoch 1597 | loss: 0.0311747 | val_loss: 0.0311744 | Time: 2738.87 ms [2022-02-02 17:02:56 main:574] : INFO : Epoch 1598 | loss: 0.0311732 | val_loss: 0.0311756 | Time: 2732.52 ms [2022-02-02 17:02:59 main:574] : INFO : Epoch 1599 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 2734.32 ms [2022-02-02 17:03:02 main:574] : INFO : Epoch 1600 | loss: 0.0311741 | val_loss: 0.0311746 | Time: 2754.05 ms [2022-02-02 17:03:05 main:574] : INFO : Epoch 1601 | loss: 0.031172 | val_loss: 0.0311763 | Time: 2726.97 ms [2022-02-02 17:03:08 main:574] : INFO : Epoch 1602 | loss: 0.0311724 | val_loss: 0.0311748 | Time: 2746.41 ms [2022-02-02 17:03:10 main:574] : INFO : Epoch 1603 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 2728.59 ms [2022-02-02 17:03:13 main:574] : INFO : Epoch 1604 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 2738.57 ms [2022-02-02 17:03:16 main:574] : INFO : Epoch 1605 | loss: 0.0311738 | val_loss: 0.0311761 | Time: 2737.52 ms [2022-02-02 17:03:19 main:574] : INFO : Epoch 1606 | loss: 0.0311771 | val_loss: 0.0311768 | Time: 2743.34 ms [2022-02-02 17:03:21 main:574] : INFO : Epoch 1607 | loss: 0.0311752 | val_loss: 0.0311762 | Time: 2743.49 ms [2022-02-02 17:03:24 main:574] : INFO : Epoch 1608 | loss: 0.0311751 | val_loss: 0.0311797 | Time: 2749.02 ms [2022-02-02 17:03:27 main:574] : INFO : Epoch 1609 | loss: 0.0311762 | val_loss: 0.0311807 | Time: 2728.78 ms [2022-02-02 17:03:30 main:574] : INFO : Epoch 1610 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 2755.28 ms [2022-02-02 17:03:33 main:574] : INFO : Epoch 1611 | loss: 0.0311737 | val_loss: 0.031178 | Time: 2738.1 ms [2022-02-02 17:03:35 main:574] : INFO : Epoch 1612 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 2741.37 ms [2022-02-02 17:03:38 main:574] : INFO : Epoch 1613 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 2738.22 ms [2022-02-02 17:03:41 main:574] : INFO : Epoch 1614 | loss: 0.031174 | val_loss: 0.0311783 | Time: 2730.82 ms [2022-02-02 17:03:44 main:574] : INFO : Epoch 1615 | loss: 0.0311741 | val_loss: 0.0311754 | Time: 2736.19 ms [2022-02-02 17:03:47 main:574] : INFO : Epoch 1616 | loss: 0.0311729 | val_loss: 0.0311754 | Time: 2739.51 ms [2022-02-02 17:03:49 main:574] : INFO : Epoch 1617 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 2736.65 ms [2022-02-02 17:03:52 main:574] : INFO : Epoch 1618 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 2739.29 ms [2022-02-02 17:03:55 main:574] : INFO : Epoch 1619 | loss: 0.0311731 | val_loss: 0.0311792 | Time: 2733.38 ms [2022-02-02 17:03:58 main:574] : INFO : Epoch 1620 | loss: 0.0311766 | val_loss: 0.031178 | Time: 2730.6 ms [2022-02-02 17:04:00 main:574] : INFO : Epoch 1621 | loss: 0.0311742 | val_loss: 0.0311769 | Time: 2759.1 ms [2022-02-02 17:04:03 main:574] : INFO : Epoch 1622 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 2752.02 ms [2022-02-02 17:04:06 main:574] : INFO : Epoch 1623 | loss: 0.0311725 | val_loss: 0.0311754 | Time: 2737.05 ms [2022-02-02 17:04:09 main:574] : INFO : Epoch 1624 | loss: 0.0311733 | val_loss: 0.0311764 | Time: 2734.08 ms [2022-02-02 17:04:12 main:574] : INFO : Epoch 1625 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 2739.99 ms [2022-02-02 17:04:14 main:574] : INFO : Epoch 1626 | loss: 0.0311747 | val_loss: 0.0311761 | Time: 2749.35 ms [2022-02-02 17:04:17 main:574] : INFO : Epoch 1627 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 2728.1 ms [2022-02-02 17:04:20 main:574] : INFO : Epoch 1628 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 2730.8 ms [2022-02-02 17:04:23 main:574] : INFO : Epoch 1629 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 2733.39 ms [2022-02-02 17:04:26 main:574] : INFO : Epoch 1630 | loss: 0.031174 | val_loss: 0.0311752 | Time: 2723.75 ms [2022-02-02 17:04:28 main:574] : INFO : Epoch 1631 | loss: 0.0311724 | val_loss: 0.031175 | Time: 2759.91 ms [2022-02-02 17:04:31 main:574] : INFO : Epoch 1632 | loss: 0.0311725 | val_loss: 0.0311753 | Time: 2735.77 ms [2022-02-02 17:04:34 main:574] : INFO : Epoch 1633 | loss: 0.0311718 | val_loss: 0.0311763 | Time: 2739.43 ms [2022-02-02 17:04:37 main:574] : INFO : Epoch 1634 | loss: 0.031172 | val_loss: 0.0311759 | Time: 2729.43 ms [2022-02-02 17:04:39 main:574] : INFO : Epoch 1635 | loss: 0.031172 | val_loss: 0.0311747 | Time: 2753.86 ms [2022-02-02 17:04:42 main:574] : INFO : Epoch 1636 | loss: 0.031172 | val_loss: 0.0311743 | Time: 2735.48 ms [2022-02-02 17:04:45 main:574] : INFO : Epoch 1637 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 2731.15 ms [2022-02-02 17:04:48 main:574] : INFO : Epoch 1638 | loss: 0.0311728 | val_loss: 0.0311748 | Time: 2728.5 ms [2022-02-02 17:04:51 main:574] : INFO : Epoch 1639 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 2726.26 ms [2022-02-02 17:04:53 main:574] : INFO : Epoch 1640 | loss: 0.0311722 | val_loss: 0.031176 | Time: 2738.26 ms [2022-02-02 17:04:56 main:574] : INFO : Epoch 1641 | loss: 0.0311731 | val_loss: 0.0311795 | Time: 2742.18 ms [2022-02-02 17:04:59 main:574] : INFO : Epoch 1642 | loss: 0.0311741 | val_loss: 0.0311777 | Time: 2727.59 ms [2022-02-02 17:05:02 main:574] : INFO : Epoch 1643 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 2746.53 ms [2022-02-02 17:05:05 main:574] : INFO : Epoch 1644 | loss: 0.0311723 | val_loss: 0.0311754 | Time: 2725.35 ms [2022-02-02 17:05:07 main:574] : INFO : Epoch 1645 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 2732.56 ms [2022-02-02 17:05:10 main:574] : INFO : Epoch 1646 | loss: 0.0311713 | val_loss: 0.0311741 | Time: 2740.77 ms [2022-02-02 17:05:13 main:574] : INFO : Epoch 1647 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 2757.79 ms [2022-02-02 17:05:16 main:574] : INFO : Epoch 1648 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 2723.56 ms [2022-02-02 17:05:18 main:574] : INFO : Epoch 1649 | loss: 0.0311709 | val_loss: 0.0311741 | Time: 2732.46 ms [2022-02-02 17:05:21 main:574] : INFO : Epoch 1650 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 2746.35 ms [2022-02-02 17:05:24 main:574] : INFO : Epoch 1651 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 2745.09 ms [2022-02-02 17:05:27 main:574] : INFO : Epoch 1652 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 2742.01 ms [2022-02-02 17:05:30 main:574] : INFO : Epoch 1653 | loss: 0.0311725 | val_loss: 0.0311746 | Time: 2740.83 ms [2022-02-02 17:05:32 main:574] : INFO : Epoch 1654 | loss: 0.0311726 | val_loss: 0.0311746 | Time: 2738.17 ms [2022-02-02 17:05:36 main:574] : INFO : Epoch 1655 | loss: 0.031175 | val_loss: 0.0311777 | Time: 2723.52 ms [2022-02-02 17:05:38 main:574] : INFO : Epoch 1656 | loss: 0.0311723 | val_loss: 0.0311752 | Time: 2733.69 ms [2022-02-02 17:05:41 main:574] : INFO : Epoch 1657 | loss: 0.0311705 | val_loss: 0.0311733 | Time: 2742.19 ms [2022-02-02 17:05:44 main:574] : INFO : Epoch 1658 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 2746.37 ms [2022-02-02 17:05:47 main:574] : INFO : Epoch 1659 | loss: 0.0311709 | val_loss: 0.031174 | Time: 2720.76 ms [2022-02-02 17:05:49 main:574] : INFO : Epoch 1660 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 2726.1 ms [2022-02-02 17:05:52 main:574] : INFO : Epoch 1661 | loss: 0.0311717 | val_loss: 0.0311797 | Time: 2735.05 ms [2022-02-02 17:05:55 main:574] : INFO : Epoch 1662 | loss: 0.031172 | val_loss: 0.0311756 | Time: 2733.73 ms [2022-02-02 17:05:58 main:574] : INFO : Epoch 1663 | loss: 0.0311744 | val_loss: 0.0311736 | Time: 2738.76 ms [2022-02-02 17:06:01 main:574] : INFO : Epoch 1664 | loss: 0.031174 | val_loss: 0.0311756 | Time: 2725.82 ms [2022-02-02 17:06:03 main:574] : INFO : Epoch 1665 | loss: 0.0311891 | val_loss: 0.0312048 | Time: 2725.66 ms [2022-02-02 17:06:06 main:574] : INFO : Epoch 1666 | loss: 0.0311811 | val_loss: 0.0311793 | Time: 2738.05 ms [2022-02-02 17:06:09 main:574] : INFO : Epoch 1667 | loss: 0.0311753 | val_loss: 0.0311764 | Time: 2729.38 ms [2022-02-02 17:06:12 main:574] : INFO : Epoch 1668 | loss: 0.0311724 | val_loss: 0.0311789 | Time: 2726.39 ms [2022-02-02 17:06:14 main:574] : INFO : Epoch 1669 | loss: 0.031174 | val_loss: 0.0311754 | Time: 2733.25 ms [2022-02-02 17:06:17 main:574] : INFO : Epoch 1670 | loss: 0.0311724 | val_loss: 0.0311759 | Time: 2733.28 ms [2022-02-02 17:06:20 main:574] : INFO : Epoch 1671 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 2745.74 ms [2022-02-02 17:06:23 main:574] : INFO : Epoch 1672 | loss: 0.0311723 | val_loss: 0.0311739 | Time: 2740.66 ms [2022-02-02 17:06:26 main:574] : INFO : Epoch 1673 | loss: 0.0311712 | val_loss: 0.0311801 | Time: 2725.69 ms [2022-02-02 17:06:28 main:574] : INFO : Epoch 1674 | loss: 0.0311734 | val_loss: 0.031177 | Time: 2734.64 ms [2022-02-02 17:06:31 main:574] : INFO : Epoch 1675 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 2734.38 ms [2022-02-02 17:06:34 main:574] : INFO : Epoch 1676 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 2757.68 ms [2022-02-02 17:06:37 main:574] : INFO : Epoch 1677 | loss: 0.0311712 | val_loss: 0.0311736 | Time: 2718.86 ms [2022-02-02 17:06:39 main:574] : INFO : Epoch 1678 | loss: 0.0311706 | val_loss: 0.0311734 | Time: 2739.76 ms [2022-02-02 17:06:42 main:574] : INFO : Epoch 1679 | loss: 0.031171 | val_loss: 0.031175 | Time: 2732 ms [2022-02-02 17:06:45 main:574] : INFO : Epoch 1680 | loss: 0.0311723 | val_loss: 0.0311734 | Time: 2735.35 ms [2022-02-02 17:06:48 main:574] : INFO : Epoch 1681 | loss: 0.0311714 | val_loss: 0.0311734 | Time: 2753.9 ms [2022-02-02 17:06:51 main:574] : INFO : Epoch 1682 | loss: 0.0311724 | val_loss: 0.0311855 | Time: 2722.72 ms [2022-02-02 17:06:53 main:574] : INFO : Epoch 1683 | loss: 0.0311742 | val_loss: 0.0311757 | Time: 2741.91 ms [2022-02-02 17:06:56 main:574] : INFO : Epoch 1684 | loss: 0.0311726 | val_loss: 0.031174 | Time: 2735.35 ms [2022-02-02 17:06:59 main:574] : INFO : Epoch 1685 | loss: 0.0311723 | val_loss: 0.0311748 | Time: 2752.67 ms [2022-02-02 17:07:02 main:574] : INFO : Epoch 1686 | loss: 0.0311719 | val_loss: 0.0311749 | Time: 2737.72 ms [2022-02-02 17:07:05 main:574] : INFO : Epoch 1687 | loss: 0.0311701 | val_loss: 0.0311732 | Time: 2735.81 ms [2022-02-02 17:07:07 main:574] : INFO : Epoch 1688 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 2734.33 ms [2022-02-02 17:07:10 main:574] : INFO : Epoch 1689 | loss: 0.0311702 | val_loss: 0.0311739 | Time: 2738.54 ms [2022-02-02 17:07:13 main:574] : INFO : Epoch 1690 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 2724.86 ms [2022-02-02 17:07:16 main:574] : INFO : Epoch 1691 | loss: 0.0311705 | val_loss: 0.0311741 | Time: 2721.13 ms [2022-02-02 17:07:19 main:574] : INFO : Epoch 1692 | loss: 0.0311706 | val_loss: 0.0311787 | Time: 2739.71 ms [2022-02-02 17:07:21 main:574] : INFO : Epoch 1693 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 2727.74 ms [2022-02-02 17:07:24 main:574] : INFO : Epoch 1694 | loss: 0.0311719 | val_loss: 0.0311736 | Time: 2740.87 ms [2022-02-02 17:07:27 main:574] : INFO : Epoch 1695 | loss: 0.0311711 | val_loss: 0.0311739 | Time: 2736.95 ms [2022-02-02 17:07:30 main:574] : INFO : Epoch 1696 | loss: 0.0311703 | val_loss: 0.0311743 | Time: 2731.42 ms [2022-02-02 17:07:32 main:574] : INFO : Epoch 1697 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 2733.95 ms [2022-02-02 17:07:35 main:574] : INFO : Epoch 1698 | loss: 0.0311701 | val_loss: 0.0311747 | Time: 2729.47 ms [2022-02-02 17:07:38 main:574] : INFO : Epoch 1699 | loss: 0.0311717 | val_loss: 0.0311731 | Time: 2728.76 ms [2022-02-02 17:07:41 main:574] : INFO : Epoch 1700 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 2734.55 ms [2022-02-02 17:07:44 main:574] : INFO : Epoch 1701 | loss: 0.0311704 | val_loss: 0.0311746 | Time: 2743.26 ms [2022-02-02 17:07:46 main:574] : INFO : Epoch 1702 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 2749.77 ms [2022-02-02 17:07:49 main:574] : INFO : Epoch 1703 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 2739.38 ms [2022-02-02 17:07:52 main:574] : INFO : Epoch 1704 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 2729.39 ms [2022-02-02 17:07:55 main:574] : INFO : Epoch 1705 | loss: 0.0311725 | val_loss: 0.0311737 | Time: 2728.24 ms [2022-02-02 17:07:58 main:574] : INFO : Epoch 1706 | loss: 0.0311707 | val_loss: 0.0311759 | Time: 2742.56 ms [2022-02-02 17:08:00 main:574] : INFO : Epoch 1707 | loss: 0.031171 | val_loss: 0.0311742 | Time: 2737.75 ms [2022-02-02 17:08:03 main:574] : INFO : Epoch 1708 | loss: 0.0311706 | val_loss: 0.0311731 | Time: 2742.06 ms [2022-02-02 17:08:06 main:574] : INFO : Epoch 1709 | loss: 0.0311703 | val_loss: 0.031175 | Time: 2750.12 ms [2022-02-02 17:08:09 main:574] : INFO : Epoch 1710 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 2724.75 ms [2022-02-02 17:08:11 main:574] : INFO : Epoch 1711 | loss: 0.0311704 | val_loss: 0.0311736 | Time: 2732.41 ms [2022-02-02 17:08:14 main:574] : INFO : Epoch 1712 | loss: 0.0311709 | val_loss: 0.0311807 | Time: 2724.5 ms [2022-02-02 17:08:17 main:574] : INFO : Epoch 1713 | loss: 0.0311735 | val_loss: 0.0311737 | Time: 2722.01 ms [2022-02-02 17:08:20 main:574] : INFO : Epoch 1714 | loss: 0.0311723 | val_loss: 0.0311737 | Time: 2724.71 ms [2022-02-02 17:08:23 main:574] : INFO : Epoch 1715 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 2723.64 ms [2022-02-02 17:08:25 main:574] : INFO : Epoch 1716 | loss: 0.0311705 | val_loss: 0.031175 | Time: 2730.39 ms [2022-02-02 17:08:28 main:574] : INFO : Epoch 1717 | loss: 0.0311696 | val_loss: 0.031176 | Time: 2730.31 ms [2022-02-02 17:08:31 main:574] : INFO : Epoch 1718 | loss: 0.031174 | val_loss: 0.0311763 | Time: 2728.97 ms [2022-02-02 17:08:34 main:574] : INFO : Epoch 1719 | loss: 0.0311733 | val_loss: 0.0311763 | Time: 2717.68 ms [2022-02-02 17:08:36 main:574] : INFO : Epoch 1720 | loss: 0.0311725 | val_loss: 0.0311736 | Time: 2744.56 ms [2022-02-02 17:08:39 main:574] : INFO : Epoch 1721 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 2736.47 ms [2022-02-02 17:08:42 main:574] : INFO : Epoch 1722 | loss: 0.0311715 | val_loss: 0.0311749 | Time: 2729.51 ms [2022-02-02 17:08:45 main:574] : INFO : Epoch 1723 | loss: 0.0311707 | val_loss: 0.0311732 | Time: 2726.79 ms [2022-02-02 17:08:48 main:574] : INFO : Epoch 1724 | loss: 0.0311703 | val_loss: 0.0311755 | Time: 2729.09 ms [2022-02-02 17:08:50 main:574] : INFO : Epoch 1725 | loss: 0.0311696 | val_loss: 0.0311722 | Time: 2726.37 ms [2022-02-02 17:08:53 main:574] : INFO : Epoch 1726 | loss: 0.0311697 | val_loss: 0.0311725 | Time: 2721.76 ms [2022-02-02 17:08:56 main:574] : INFO : Epoch 1727 | loss: 0.0311721 | val_loss: 0.031174 | Time: 2754.3 ms [2022-02-02 17:08:59 main:574] : INFO : Epoch 1728 | loss: 0.0311704 | val_loss: 0.031173 | Time: 2732.34 ms [2022-02-02 17:09:02 main:574] : INFO : Epoch 1729 | loss: 0.0311706 | val_loss: 0.031174 | Time: 2756.19 ms [2022-02-02 17:09:04 main:574] : INFO : Epoch 1730 | loss: 0.0311737 | val_loss: 0.0312646 | Time: 2748.83 ms [2022-02-02 17:09:07 main:574] : INFO : Epoch 1731 | loss: 0.0312414 | val_loss: 0.0312897 | Time: 2731.99 ms [2022-02-02 17:09:10 main:574] : INFO : Epoch 1732 | loss: 0.0319967 | val_loss: 0.0364648 | Time: 2738.25 ms [2022-02-02 17:09:13 main:574] : INFO : Epoch 1733 | loss: 0.0327036 | val_loss: 0.0327213 | Time: 2723.9 ms [2022-02-02 17:09:15 main:574] : INFO : Epoch 1734 | loss: 0.0315702 | val_loss: 0.0313427 | Time: 2725.35 ms [2022-02-02 17:09:18 main:574] : INFO : Epoch 1735 | loss: 0.0312897 | val_loss: 0.031248 | Time: 2742.12 ms [2022-02-02 17:09:21 main:574] : INFO : Epoch 1736 | loss: 0.031244 | val_loss: 0.0312323 | Time: 2737.41 ms [2022-02-02 17:09:24 main:574] : INFO : Epoch 1737 | loss: 0.0312287 | val_loss: 0.0312197 | Time: 2730.9 ms [2022-02-02 17:09:27 main:574] : INFO : Epoch 1738 | loss: 0.0312149 | val_loss: 0.0311934 | Time: 2740.45 ms [2022-02-02 17:09:29 main:574] : INFO : Epoch 1739 | loss: 0.0311922 | val_loss: 0.0311838 | Time: 2728.16 ms [2022-02-02 17:09:32 main:574] : INFO : Epoch 1740 | loss: 0.0311859 | val_loss: 0.0311822 | Time: 2745.1 ms [2022-02-02 17:09:35 main:574] : INFO : Epoch 1741 | loss: 0.0311838 | val_loss: 0.0311826 | Time: 2735.16 ms [2022-02-02 17:09:38 main:574] : INFO : Epoch 1742 | loss: 0.0311813 | val_loss: 0.0311784 | Time: 2721.66 ms [2022-02-02 17:09:41 main:574] : INFO : Epoch 1743 | loss: 0.0311798 | val_loss: 0.0311772 | Time: 2739.85 ms [2022-02-02 17:09:43 main:574] : INFO : Epoch 1744 | loss: 0.0311788 | val_loss: 0.0311768 | Time: 2729.34 ms [2022-02-02 17:09:46 main:574] : INFO : Epoch 1745 | loss: 0.0311783 | val_loss: 0.0311772 | Time: 2726.19 ms [2022-02-02 17:09:49 main:574] : INFO : Epoch 1746 | loss: 0.0311778 | val_loss: 0.0311767 | Time: 2722.02 ms [2022-02-02 17:09:52 main:574] : INFO : Epoch 1747 | loss: 0.0311772 | val_loss: 0.0311761 | Time: 2726.85 ms [2022-02-02 17:09:54 main:574] : INFO : Epoch 1748 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 2726.14 ms [2022-02-02 17:09:57 main:574] : INFO : Epoch 1749 | loss: 0.031179 | val_loss: 0.0311773 | Time: 2720.43 ms [2022-02-02 17:10:00 main:574] : INFO : Epoch 1750 | loss: 0.031177 | val_loss: 0.0311759 | Time: 2735.89 ms [2022-02-02 17:10:03 main:574] : INFO : Epoch 1751 | loss: 0.0311768 | val_loss: 0.0311764 | Time: 2741.47 ms [2022-02-02 17:10:06 main:574] : INFO : Epoch 1752 | loss: 0.0311766 | val_loss: 0.0311791 | Time: 2738.65 ms [2022-02-02 17:10:08 main:574] : INFO : Epoch 1753 | loss: 0.0311763 | val_loss: 0.031176 | Time: 2733.62 ms [2022-02-02 17:10:11 main:574] : INFO : Epoch 1754 | loss: 0.0311766 | val_loss: 0.0311758 | Time: 2752.64 ms [2022-02-02 17:10:14 main:574] : INFO : Epoch 1755 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 2733.64 ms [2022-02-02 17:10:17 main:574] : INFO : Epoch 1756 | loss: 0.0311758 | val_loss: 0.0311789 | Time: 2750.14 ms [2022-02-02 17:10:20 main:574] : INFO : Epoch 1757 | loss: 0.0311763 | val_loss: 0.0311762 | Time: 2721.03 ms [2022-02-02 17:10:22 main:574] : INFO : Epoch 1758 | loss: 0.0311752 | val_loss: 0.031175 | Time: 2723.41 ms [2022-02-02 17:10:25 main:574] : INFO : Epoch 1759 | loss: 0.0311769 | val_loss: 0.0311771 | Time: 2729.4 ms [2022-02-02 17:10:28 main:574] : INFO : Epoch 1760 | loss: 0.0311755 | val_loss: 0.0311764 | Time: 2734.42 ms [2022-02-02 17:10:31 main:574] : INFO : Epoch 1761 | loss: 0.0311765 | val_loss: 0.0311755 | Time: 2733.56 ms [2022-02-02 17:10:33 main:574] : INFO : Epoch 1762 | loss: 0.0311759 | val_loss: 0.0311762 | Time: 2722.95 ms [2022-02-02 17:10:36 main:574] : INFO : Epoch 1763 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 2725 ms [2022-02-02 17:10:39 main:574] : INFO : Epoch 1764 | loss: 0.0311758 | val_loss: 0.0311762 | Time: 2732.7 ms [2022-02-02 17:10:42 main:574] : INFO : Epoch 1765 | loss: 0.0311756 | val_loss: 0.0311746 | Time: 2751.31 ms [2022-02-02 17:10:45 main:574] : INFO : Epoch 1766 | loss: 0.031175 | val_loss: 0.0311742 | Time: 2732.2 ms [2022-02-02 17:10:47 main:574] : INFO : Epoch 1767 | loss: 0.0311749 | val_loss: 0.0311749 | Time: 2729.59 ms [2022-02-02 17:10:50 main:574] : INFO : Epoch 1768 | loss: 0.0311757 | val_loss: 0.0311758 | Time: 2723.81 ms [2022-02-02 17:10:53 main:574] : INFO : Epoch 1769 | loss: 0.0311757 | val_loss: 0.031175 | Time: 2730.7 ms [2022-02-02 17:10:56 main:574] : INFO : Epoch 1770 | loss: 0.0311747 | val_loss: 0.0311751 | Time: 2730.27 ms [2022-02-02 17:10:59 main:574] : INFO : Epoch 1771 | loss: 0.031175 | val_loss: 0.0311747 | Time: 2730.73 ms [2022-02-02 17:11:01 main:574] : INFO : Epoch 1772 | loss: 0.0311746 | val_loss: 0.0311748 | Time: 2753.48 ms [2022-02-02 17:11:04 main:574] : INFO : Epoch 1773 | loss: 0.0311749 | val_loss: 0.0311758 | Time: 2734.4 ms [2022-02-02 17:11:07 main:574] : INFO : Epoch 1774 | loss: 0.0311755 | val_loss: 0.0311754 | Time: 2783.76 ms [2022-02-02 17:11:10 main:574] : INFO : Epoch 1775 | loss: 0.0311749 | val_loss: 0.0311744 | Time: 2727.88 ms [2022-02-02 17:11:13 main:574] : INFO : Epoch 1776 | loss: 0.0311765 | val_loss: 0.0311772 | Time: 2725.64 ms [2022-02-02 17:11:15 main:574] : INFO : Epoch 1777 | loss: 0.0311755 | val_loss: 0.0311746 | Time: 2753.94 ms [2022-02-02 17:11:18 main:574] : INFO : Epoch 1778 | loss: 0.0311753 | val_loss: 0.0311742 | Time: 2734.54 ms [2022-02-02 17:11:21 main:574] : INFO : Epoch 1779 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 2749.86 ms [2022-02-02 17:11:24 main:574] : INFO : Epoch 1780 | loss: 0.0311757 | val_loss: 0.0311753 | Time: 2742.69 ms [2022-02-02 17:11:27 main:574] : INFO : Epoch 1781 | loss: 0.0311749 | val_loss: 0.0311751 | Time: 2727.63 ms [2022-02-02 17:11:29 main:574] : INFO : Epoch 1782 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 2752.98 ms [2022-02-02 17:11:32 main:574] : INFO : Epoch 1783 | loss: 0.0311758 | val_loss: 0.031176 | Time: 2758.37 ms [2022-02-02 17:11:35 main:574] : INFO : Epoch 1784 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 2740.24 ms [2022-02-02 17:11:38 main:574] : INFO : Epoch 1785 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 2732.78 ms [2022-02-02 17:11:41 main:574] : INFO : Epoch 1786 | loss: 0.0311742 | val_loss: 0.0311798 | Time: 2752.86 ms [2022-02-02 17:11:43 main:574] : INFO : Epoch 1787 | loss: 0.0311822 | val_loss: 0.0311836 | Time: 2727.08 ms [2022-02-02 17:11:46 main:574] : INFO : Epoch 1788 | loss: 0.0311812 | val_loss: 0.0311775 | Time: 2740.05 ms [2022-02-02 17:11:49 main:574] : INFO : Epoch 1789 | loss: 0.0311767 | val_loss: 0.0311739 | Time: 2738.37 ms [2022-02-02 17:11:52 main:574] : INFO : Epoch 1790 | loss: 0.0311754 | val_loss: 0.0311755 | Time: 2731.93 ms [2022-02-02 17:11:54 main:574] : INFO : Epoch 1791 | loss: 0.0311775 | val_loss: 0.0311745 | Time: 2733.48 ms [2022-02-02 17:11:57 main:574] : INFO : Epoch 1792 | loss: 0.0311751 | val_loss: 0.0311745 | Time: 2739.83 ms [2022-02-02 17:12:00 main:574] : INFO : Epoch 1793 | loss: 0.0311752 | val_loss: 0.0311753 | Time: 2747.77 ms [2022-02-02 17:12:03 main:574] : INFO : Epoch 1794 | loss: 0.0311741 | val_loss: 0.0311762 | Time: 2741 ms [2022-02-02 17:12:06 main:574] : INFO : Epoch 1795 | loss: 0.0311738 | val_loss: 0.0311748 | Time: 2741.54 ms [2022-02-02 17:12:08 main:574] : INFO : Epoch 1796 | loss: 0.0311742 | val_loss: 0.0311742 | Time: 2729.71 ms [2022-02-02 17:12:11 main:574] : INFO : Epoch 1797 | loss: 0.031175 | val_loss: 0.031176 | Time: 2742.39 ms [2022-02-02 17:12:14 main:574] : INFO : Epoch 1798 | loss: 0.0311738 | val_loss: 0.0311744 | Time: 2726.66 ms [2022-02-02 17:12:17 main:574] : INFO : Epoch 1799 | loss: 0.031172 | val_loss: 0.0311735 | Time: 2744.5 ms [2022-02-02 17:12:20 main:574] : INFO : Epoch 1800 | loss: 0.0311723 | val_loss: 0.0311737 | Time: 2724.97 ms [2022-02-02 17:12:22 main:574] : INFO : Epoch 1801 | loss: 0.0311721 | val_loss: 0.0311744 | Time: 2724.06 ms [2022-02-02 17:12:25 main:574] : INFO : Epoch 1802 | loss: 0.0311723 | val_loss: 0.0311737 | Time: 2736.77 ms [2022-02-02 17:12:28 main:574] : INFO : Epoch 1803 | loss: 0.031175 | val_loss: 0.0311759 | Time: 2741.76 ms [2022-02-02 17:12:31 main:574] : INFO : Epoch 1804 | loss: 0.0311739 | val_loss: 0.0311737 | Time: 2729.09 ms [2022-02-02 17:12:33 main:574] : INFO : Epoch 1805 | loss: 0.0311718 | val_loss: 0.0311736 | Time: 2737.24 ms [2022-02-02 17:12:36 main:574] : INFO : Epoch 1806 | loss: 0.0311718 | val_loss: 0.0311731 | Time: 2764.34 ms [2022-02-02 17:12:39 main:574] : INFO : Epoch 1807 | loss: 0.0311713 | val_loss: 0.0311735 | Time: 2736.54 ms [2022-02-02 17:12:42 main:574] : INFO : Epoch 1808 | loss: 0.0311719 | val_loss: 0.031174 | Time: 2731.98 ms [2022-02-02 17:12:45 main:574] : INFO : Epoch 1809 | loss: 0.0311722 | val_loss: 0.0311746 | Time: 2717.05 ms [2022-02-02 17:12:47 main:574] : INFO : Epoch 1810 | loss: 0.0311725 | val_loss: 0.0311738 | Time: 2747.8 ms [2022-02-02 17:12:50 main:574] : INFO : Epoch 1811 | loss: 0.0311713 | val_loss: 0.0311733 | Time: 2730.99 ms [2022-02-02 17:12:53 main:574] : INFO : Epoch 1812 | loss: 0.0311741 | val_loss: 0.031174 | Time: 2739.71 ms [2022-02-02 17:12:56 main:574] : INFO : Epoch 1813 | loss: 0.0311765 | val_loss: 0.0311765 | Time: 2732.83 ms [2022-02-02 17:12:58 main:574] : INFO : Epoch 1814 | loss: 0.0311757 | val_loss: 0.0311743 | Time: 2731.3 ms [2022-02-02 17:13:01 main:574] : INFO : Epoch 1815 | loss: 0.0311758 | val_loss: 0.031181 | Time: 2748.92 ms [2022-02-02 17:13:04 main:574] : INFO : Epoch 1816 | loss: 0.0311743 | val_loss: 0.0311745 | Time: 2737.47 ms [2022-02-02 17:13:07 main:574] : INFO : Epoch 1817 | loss: 0.0311749 | val_loss: 0.0311756 | Time: 2735.62 ms [2022-02-02 17:13:10 main:574] : INFO : Epoch 1818 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 2727.01 ms [2022-02-02 17:13:12 main:574] : INFO : Epoch 1819 | loss: 0.0311739 | val_loss: 0.0311737 | Time: 2731.99 ms [2022-02-02 17:13:15 main:574] : INFO : Epoch 1820 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 2734.35 ms [2022-02-02 17:13:18 main:574] : INFO : Epoch 1821 | loss: 0.0311743 | val_loss: 0.0311751 | Time: 2730.99 ms [2022-02-02 17:13:21 main:574] : INFO : Epoch 1822 | loss: 0.0311736 | val_loss: 0.0311758 | Time: 2727.15 ms [2022-02-02 17:13:24 main:574] : INFO : Epoch 1823 | loss: 0.0311735 | val_loss: 0.0311738 | Time: 2722.76 ms [2022-02-02 17:13:26 main:574] : INFO : Epoch 1824 | loss: 0.0311722 | val_loss: 0.0311746 | Time: 2736.85 ms [2022-02-02 17:13:29 main:574] : INFO : Epoch 1825 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 2734.15 ms [2022-02-02 17:13:32 main:574] : INFO : Epoch 1826 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 2737.39 ms [2022-02-02 17:13:35 main:574] : INFO : Epoch 1827 | loss: 0.0311713 | val_loss: 0.0311753 | Time: 2733.69 ms [2022-02-02 17:13:38 main:574] : INFO : Epoch 1828 | loss: 0.0311714 | val_loss: 0.0311744 | Time: 2741.16 ms [2022-02-02 17:13:40 main:574] : INFO : Epoch 1829 | loss: 0.0311711 | val_loss: 0.0311743 | Time: 2751.63 ms [2022-02-02 17:13:43 main:574] : INFO : Epoch 1830 | loss: 0.0311713 | val_loss: 0.0311746 | Time: 2731.3 ms [2022-02-02 17:13:46 main:574] : INFO : Epoch 1831 | loss: 0.0311713 | val_loss: 0.0311755 | Time: 2724.28 ms [2022-02-02 17:13:49 main:574] : INFO : Epoch 1832 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 2734.61 ms [2022-02-02 17:13:51 main:574] : INFO : Epoch 1833 | loss: 0.0311712 | val_loss: 0.0311737 | Time: 2742.54 ms [2022-02-02 17:13:54 main:574] : INFO : Epoch 1834 | loss: 0.0311707 | val_loss: 0.0311736 | Time: 2743.46 ms [2022-02-02 17:13:57 main:574] : INFO : Epoch 1835 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 2727.84 ms [2022-02-02 17:14:00 main:574] : INFO : Epoch 1836 | loss: 0.0311703 | val_loss: 0.0311733 | Time: 2750.95 ms [2022-02-02 17:14:03 main:574] : INFO : Epoch 1837 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 2743.99 ms [2022-02-02 17:14:05 main:574] : INFO : Epoch 1838 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 2729.11 ms [2022-02-02 17:14:08 main:574] : INFO : Epoch 1839 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 2740.7 ms [2022-02-02 17:14:11 main:574] : INFO : Epoch 1840 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 2745.51 ms [2022-02-02 17:14:14 main:574] : INFO : Epoch 1841 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 2739.61 ms [2022-02-02 17:14:17 main:574] : INFO : Epoch 1842 | loss: 0.0311719 | val_loss: 0.031175 | Time: 2721.79 ms [2022-02-02 17:14:19 main:574] : INFO : Epoch 1843 | loss: 0.0311704 | val_loss: 0.0311745 | Time: 2737.05 ms [2022-02-02 17:14:22 main:574] : INFO : Epoch 1844 | loss: 0.0311709 | val_loss: 0.0311735 | Time: 2758.21 ms [2022-02-02 17:14:25 main:574] : INFO : Epoch 1845 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 2744.02 ms [2022-02-02 17:14:28 main:574] : INFO : Epoch 1846 | loss: 0.031171 | val_loss: 0.0311734 | Time: 2720.59 ms [2022-02-02 17:14:30 main:574] : INFO : Epoch 1847 | loss: 0.0311698 | val_loss: 0.0311745 | Time: 2731.39 ms [2022-02-02 17:14:33 main:574] : INFO : Epoch 1848 | loss: 0.0311705 | val_loss: 0.0311749 | Time: 2763.77 ms [2022-02-02 17:14:36 main:574] : INFO : Epoch 1849 | loss: 0.0311761 | val_loss: 0.0311765 | Time: 2726.12 ms [2022-02-02 17:14:39 main:574] : INFO : Epoch 1850 | loss: 0.0311725 | val_loss: 0.0311734 | Time: 2724.32 ms [2022-02-02 17:14:42 main:574] : INFO : Epoch 1851 | loss: 0.0311715 | val_loss: 0.0311732 | Time: 2724.23 ms [2022-02-02 17:14:44 main:574] : INFO : Epoch 1852 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 2728.77 ms [2022-02-02 17:14:47 main:574] : INFO : Epoch 1853 | loss: 0.031171 | val_loss: 0.0311738 | Time: 2732.14 ms [2022-02-02 17:14:50 main:574] : INFO : Epoch 1854 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 2726.09 ms [2022-02-02 17:14:53 main:574] : INFO : Epoch 1855 | loss: 0.0311704 | val_loss: 0.031175 | Time: 2743.75 ms [2022-02-02 17:14:56 main:574] : INFO : Epoch 1856 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 2766.82 ms [2022-02-02 17:14:58 main:574] : INFO : Epoch 1857 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 2721.49 ms [2022-02-02 17:15:01 main:574] : INFO : Epoch 1858 | loss: 0.0311733 | val_loss: 0.0311752 | Time: 2727.87 ms [2022-02-02 17:15:04 main:574] : INFO : Epoch 1859 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 2739.19 ms [2022-02-02 17:15:07 main:574] : INFO : Epoch 1860 | loss: 0.0311704 | val_loss: 0.031176 | Time: 2721.46 ms [2022-02-02 17:15:09 main:574] : INFO : Epoch 1861 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 2731.92 ms [2022-02-02 17:15:12 main:574] : INFO : Epoch 1862 | loss: 0.0311707 | val_loss: 0.0311742 | Time: 2722.29 ms [2022-02-02 17:15:15 main:574] : INFO : Epoch 1863 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 2727.39 ms [2022-02-02 17:15:18 main:574] : INFO : Epoch 1864 | loss: 0.0311732 | val_loss: 0.0311768 | Time: 2743.23 ms [2022-02-02 17:15:21 main:574] : INFO : Epoch 1865 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 2728.2 ms [2022-02-02 17:15:23 main:574] : INFO : Epoch 1866 | loss: 0.0311698 | val_loss: 0.031177 | Time: 2730.25 ms [2022-02-02 17:15:26 main:574] : INFO : Epoch 1867 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 2747.07 ms [2022-02-02 17:15:29 main:574] : INFO : Epoch 1868 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 2738.4 ms [2022-02-02 17:15:32 main:574] : INFO : Epoch 1869 | loss: 0.031171 | val_loss: 0.0311756 | Time: 2725.07 ms [2022-02-02 17:15:34 main:574] : INFO : Epoch 1870 | loss: 0.0311707 | val_loss: 0.0311751 | Time: 2742.49 ms [2022-02-02 17:15:37 main:574] : INFO : Epoch 1871 | loss: 0.0311728 | val_loss: 0.0311779 | Time: 2721.91 ms [2022-02-02 17:15:40 main:574] : INFO : Epoch 1872 | loss: 0.0311731 | val_loss: 0.0311769 | Time: 2757.23 ms [2022-02-02 17:15:43 main:574] : INFO : Epoch 1873 | loss: 0.0311702 | val_loss: 0.0311744 | Time: 2743.86 ms [2022-02-02 17:15:46 main:574] : INFO : Epoch 1874 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 2739.63 ms [2022-02-02 17:15:48 main:574] : INFO : Epoch 1875 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 2735.82 ms [2022-02-02 17:15:51 main:574] : INFO : Epoch 1876 | loss: 0.0311698 | val_loss: 0.0311772 | Time: 2741.29 ms [2022-02-02 17:15:54 main:574] : INFO : Epoch 1877 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 2730.21 ms [2022-02-02 17:15:57 main:574] : INFO : Epoch 1878 | loss: 0.0311701 | val_loss: 0.0311782 | Time: 2725.64 ms [2022-02-02 17:16:00 main:574] : INFO : Epoch 1879 | loss: 0.0311725 | val_loss: 0.0311792 | Time: 2747.37 ms [2022-02-02 17:16:02 main:574] : INFO : Epoch 1880 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 2747.38 ms [2022-02-02 17:16:05 main:574] : INFO : Epoch 1881 | loss: 0.031169 | val_loss: 0.0311755 | Time: 2739 ms [2022-02-02 17:16:08 main:574] : INFO : Epoch 1882 | loss: 0.0311693 | val_loss: 0.0311767 | Time: 2740.46 ms [2022-02-02 17:16:11 main:574] : INFO : Epoch 1883 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 2739.68 ms [2022-02-02 17:16:13 main:574] : INFO : Epoch 1884 | loss: 0.0311685 | val_loss: 0.0311754 | Time: 2734.5 ms [2022-02-02 17:16:16 main:574] : INFO : Epoch 1885 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 2747.55 ms [2022-02-02 17:16:19 main:574] : INFO : Epoch 1886 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 2742.98 ms [2022-02-02 17:16:22 main:574] : INFO : Epoch 1887 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 2745.64 ms [2022-02-02 17:16:25 main:574] : INFO : Epoch 1888 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 2727.44 ms [2022-02-02 17:16:27 main:574] : INFO : Epoch 1889 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 2730.74 ms [2022-02-02 17:16:30 main:574] : INFO : Epoch 1890 | loss: 0.0311705 | val_loss: 0.0311905 | Time: 2730.37 ms [2022-02-02 17:16:33 main:574] : INFO : Epoch 1891 | loss: 0.0311705 | val_loss: 0.0311846 | Time: 2743.19 ms [2022-02-02 17:16:36 main:574] : INFO : Epoch 1892 | loss: 0.0311728 | val_loss: 0.0311994 | Time: 2727.65 ms [2022-02-02 17:16:39 main:574] : INFO : Epoch 1893 | loss: 0.0311731 | val_loss: 0.0311798 | Time: 2718.05 ms [2022-02-02 17:16:41 main:574] : INFO : Epoch 1894 | loss: 0.0311718 | val_loss: 0.0311917 | Time: 2731.88 ms [2022-02-02 17:16:44 main:574] : INFO : Epoch 1895 | loss: 0.0311705 | val_loss: 0.0311862 | Time: 2733.89 ms [2022-02-02 17:16:47 main:574] : INFO : Epoch 1896 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 2730.63 ms [2022-02-02 17:16:50 main:574] : INFO : Epoch 1897 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 2726.35 ms [2022-02-02 17:16:52 main:574] : INFO : Epoch 1898 | loss: 0.0311696 | val_loss: 0.0311758 | Time: 2745.05 ms [2022-02-02 17:16:55 main:574] : INFO : Epoch 1899 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 2741.83 ms [2022-02-02 17:16:58 main:574] : INFO : Epoch 1900 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 2726.61 ms [2022-02-02 17:17:01 main:574] : INFO : Epoch 1901 | loss: 0.0311703 | val_loss: 0.0311751 | Time: 2730.6 ms [2022-02-02 17:17:04 main:574] : INFO : Epoch 1902 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 2722.86 ms [2022-02-02 17:17:06 main:574] : INFO : Epoch 1903 | loss: 0.0311707 | val_loss: 0.031176 | Time: 2745.67 ms [2022-02-02 17:17:09 main:574] : INFO : Epoch 1904 | loss: 0.03117 | val_loss: 0.0311767 | Time: 2728.64 ms [2022-02-02 17:17:12 main:574] : INFO : Epoch 1905 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 2722.09 ms [2022-02-02 17:17:15 main:574] : INFO : Epoch 1906 | loss: 0.0311693 | val_loss: 0.0311758 | Time: 2722.76 ms [2022-02-02 17:17:18 main:574] : INFO : Epoch 1907 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 2733.69 ms [2022-02-02 17:17:20 main:574] : INFO : Epoch 1908 | loss: 0.0311733 | val_loss: 0.0311798 | Time: 2742.66 ms [2022-02-02 17:17:23 main:574] : INFO : Epoch 1909 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 2754.35 ms [2022-02-02 17:17:26 main:574] : INFO : Epoch 1910 | loss: 0.0311699 | val_loss: 0.0311744 | Time: 2737.37 ms [2022-02-02 17:17:29 main:574] : INFO : Epoch 1911 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 2757.02 ms [2022-02-02 17:17:32 main:574] : INFO : Epoch 1912 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 2738.44 ms [2022-02-02 17:17:34 main:574] : INFO : Epoch 1913 | loss: 0.0311749 | val_loss: 0.0312144 | Time: 2740.8 ms [2022-02-02 17:17:37 main:574] : INFO : Epoch 1914 | loss: 0.0312106 | val_loss: 0.0311972 | Time: 2738.79 ms [2022-02-02 17:17:40 main:574] : INFO : Epoch 1915 | loss: 0.0311906 | val_loss: 0.0312077 | Time: 2743.08 ms [2022-02-02 17:17:43 main:574] : INFO : Epoch 1916 | loss: 0.0311837 | val_loss: 0.0311815 | Time: 2719.2 ms [2022-02-02 17:17:45 main:574] : INFO : Epoch 1917 | loss: 0.0311792 | val_loss: 0.031183 | Time: 2736.48 ms [2022-02-02 17:17:48 main:574] : INFO : Epoch 1918 | loss: 0.0311825 | val_loss: 0.0311784 | Time: 2731.09 ms [2022-02-02 17:17:51 main:574] : INFO : Epoch 1919 | loss: 0.031178 | val_loss: 0.0311755 | Time: 2722.64 ms [2022-02-02 17:17:54 main:574] : INFO : Epoch 1920 | loss: 0.0311765 | val_loss: 0.0311768 | Time: 2731.5 ms [2022-02-02 17:17:57 main:574] : INFO : Epoch 1921 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 2745.63 ms [2022-02-02 17:17:59 main:574] : INFO : Epoch 1922 | loss: 0.0311763 | val_loss: 0.0311759 | Time: 2724.29 ms [2022-02-02 17:18:02 main:574] : INFO : Epoch 1923 | loss: 0.0311769 | val_loss: 0.0311779 | Time: 2731.69 ms [2022-02-02 17:18:05 main:574] : INFO : Epoch 1924 | loss: 0.0311784 | val_loss: 0.0311815 | Time: 2751.32 ms [2022-02-02 17:18:08 main:574] : INFO : Epoch 1925 | loss: 0.0311776 | val_loss: 0.0311839 | Time: 2717.54 ms [2022-02-02 17:18:11 main:574] : INFO : Epoch 1926 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 2734.67 ms [2022-02-02 17:18:13 main:574] : INFO : Epoch 1927 | loss: 0.0311744 | val_loss: 0.0311753 | Time: 2733.43 ms [2022-02-02 17:18:16 main:574] : INFO : Epoch 1928 | loss: 0.0311762 | val_loss: 0.0311731 | Time: 2732.59 ms [2022-02-02 17:18:19 main:574] : INFO : Epoch 1929 | loss: 0.0311727 | val_loss: 0.0311742 | Time: 2749.83 ms [2022-02-02 17:18:22 main:574] : INFO : Epoch 1930 | loss: 0.0311737 | val_loss: 0.0311756 | Time: 2718.9 ms [2022-02-02 17:18:24 main:574] : INFO : Epoch 1931 | loss: 0.0311768 | val_loss: 0.031178 | Time: 2718.65 ms [2022-02-02 17:18:27 main:574] : INFO : Epoch 1932 | loss: 0.0311782 | val_loss: 0.0311758 | Time: 2733.12 ms [2022-02-02 17:18:30 main:574] : INFO : Epoch 1933 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 2730.11 ms [2022-02-02 17:18:33 main:574] : INFO : Epoch 1934 | loss: 0.0311783 | val_loss: 0.0311773 | Time: 2724.2 ms [2022-02-02 17:18:36 main:574] : INFO : Epoch 1935 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 2750.84 ms [2022-02-02 17:18:39 main:574] : INFO : Epoch 1936 | loss: 0.0311747 | val_loss: 0.0311775 | Time: 2727.34 ms [2022-02-02 17:18:41 main:574] : INFO : Epoch 1937 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 2727.41 ms [2022-02-02 17:18:44 main:574] : INFO : Epoch 1938 | loss: 0.0311863 | val_loss: 0.0311796 | Time: 2727.62 ms [2022-02-02 17:18:47 main:574] : INFO : Epoch 1939 | loss: 0.0311997 | val_loss: 0.0312388 | Time: 2720.65 ms [2022-02-02 17:18:50 main:574] : INFO : Epoch 1940 | loss: 0.0312097 | val_loss: 0.0311896 | Time: 2753.74 ms [2022-02-02 17:18:53 main:574] : INFO : Epoch 1941 | loss: 0.0311894 | val_loss: 0.0311831 | Time: 2744.18 ms [2022-02-02 17:18:55 main:574] : INFO : Epoch 1942 | loss: 0.0311848 | val_loss: 0.0311809 | Time: 2720.8 ms [2022-02-02 17:18:58 main:574] : INFO : Epoch 1943 | loss: 0.0311847 | val_loss: 0.0311826 | Time: 2725.82 ms [2022-02-02 17:19:01 main:574] : INFO : Epoch 1944 | loss: 0.0311853 | val_loss: 0.0311855 | Time: 2739.12 ms [2022-02-02 17:19:04 main:574] : INFO : Epoch 1945 | loss: 0.0311846 | val_loss: 0.0311812 | Time: 2722.84 ms [2022-02-02 17:19:07 main:574] : INFO : Epoch 1946 | loss: 0.0311821 | val_loss: 0.0311806 | Time: 2762.57 ms [2022-02-02 17:19:09 main:574] : INFO : Epoch 1947 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 2721.63 ms [2022-02-02 17:19:12 main:574] : INFO : Epoch 1948 | loss: 0.0311868 | val_loss: 0.0311941 | Time: 2740.68 ms [2022-02-02 17:19:15 main:574] : INFO : Epoch 1949 | loss: 0.0311952 | val_loss: 0.0311861 | Time: 2729.11 ms [2022-02-02 17:19:18 main:574] : INFO : Epoch 1950 | loss: 0.0311862 | val_loss: 0.0311826 | Time: 2719.98 ms [2022-02-02 17:19:20 main:574] : INFO : Epoch 1951 | loss: 0.0311839 | val_loss: 0.0311836 | Time: 2729.72 ms [2022-02-02 17:19:23 main:574] : INFO : Epoch 1952 | loss: 0.0311952 | val_loss: 0.0311892 | Time: 2726.04 ms [2022-02-02 17:19:26 main:574] : INFO : Epoch 1953 | loss: 0.0311986 | val_loss: 0.0311906 | Time: 2737.65 ms [2022-02-02 17:19:29 main:574] : INFO : Epoch 1954 | loss: 0.031192 | val_loss: 0.031187 | Time: 2730.88 ms [2022-02-02 17:19:32 main:574] : INFO : Epoch 1955 | loss: 0.0311924 | val_loss: 0.0311868 | Time: 2740.83 ms [2022-02-02 17:19:34 main:574] : INFO : Epoch 1956 | loss: 0.0311911 | val_loss: 0.0311843 | Time: 2738.4 ms [2022-02-02 17:19:37 main:574] : INFO : Epoch 1957 | loss: 0.0311867 | val_loss: 0.0311853 | Time: 2732.25 ms [2022-02-02 17:19:40 main:574] : INFO : Epoch 1958 | loss: 0.0311849 | val_loss: 0.031184 | Time: 2746.59 ms [2022-02-02 17:19:43 main:574] : INFO : Epoch 1959 | loss: 0.0311838 | val_loss: 0.0311815 | Time: 2733.99 ms [2022-02-02 17:19:45 main:574] : INFO : Epoch 1960 | loss: 0.0311822 | val_loss: 0.0311809 | Time: 2740.37 ms [2022-02-02 17:19:48 main:574] : INFO : Epoch 1961 | loss: 0.0311821 | val_loss: 0.0311801 | Time: 2729.34 ms [2022-02-02 17:19:51 main:574] : INFO : Epoch 1962 | loss: 0.0311834 | val_loss: 0.0311872 | Time: 2728.92 ms [2022-02-02 17:19:54 main:574] : INFO : Epoch 1963 | loss: 0.0312053 | val_loss: 0.0312084 | Time: 2724.78 ms [2022-02-02 17:19:57 main:574] : INFO : Epoch 1964 | loss: 0.0312003 | val_loss: 0.0311963 | Time: 2743.52 ms [2022-02-02 17:19:59 main:574] : INFO : Epoch 1965 | loss: 0.0311927 | val_loss: 0.0311846 | Time: 2732.26 ms [2022-02-02 17:20:02 main:574] : INFO : Epoch 1966 | loss: 0.0311871 | val_loss: 0.0311839 | Time: 2730.83 ms [2022-02-02 17:20:05 main:574] : INFO : Epoch 1967 | loss: 0.0311871 | val_loss: 0.0311841 | Time: 2745.95 ms [2022-02-02 17:20:08 main:574] : INFO : Epoch 1968 | loss: 0.0311864 | val_loss: 0.0311841 | Time: 2716.87 ms [2022-02-02 17:20:10 main:574] : INFO : Epoch 1969 | loss: 0.0311858 | val_loss: 0.0311841 | Time: 2728.62 ms [2022-02-02 17:20:13 main:574] : INFO : Epoch 1970 | loss: 0.0311855 | val_loss: 0.031184 | Time: 2732.02 ms [2022-02-02 17:20:16 main:574] : INFO : Epoch 1971 | loss: 0.031185 | val_loss: 0.0311833 | Time: 2733.59 ms [2022-02-02 17:20:19 main:574] : INFO : Epoch 1972 | loss: 0.0311847 | val_loss: 0.0311847 | Time: 2732.08 ms [2022-02-02 17:20:22 main:574] : INFO : Epoch 1973 | loss: 0.0311846 | val_loss: 0.0311832 | Time: 2726.66 ms [2022-02-02 17:20:24 main:574] : INFO : Epoch 1974 | loss: 0.0311844 | val_loss: 0.0311833 | Time: 2747.74 ms [2022-02-02 17:20:27 main:574] : INFO : Epoch 1975 | loss: 0.0311847 | val_loss: 0.0311835 | Time: 2728.41 ms [2022-02-02 17:20:30 main:574] : INFO : Epoch 1976 | loss: 0.0311842 | val_loss: 0.0311832 | Time: 2735.91 ms [2022-02-02 17:20:33 main:574] : INFO : Epoch 1977 | loss: 0.0311839 | val_loss: 0.0311832 | Time: 2722.01 ms [2022-02-02 17:20:36 main:574] : INFO : Epoch 1978 | loss: 0.0311844 | val_loss: 0.0311845 | Time: 2737.09 ms [2022-02-02 17:20:38 main:574] : INFO : Epoch 1979 | loss: 0.0311846 | val_loss: 0.0311829 | Time: 2717.57 ms [2022-02-02 17:20:41 main:574] : INFO : Epoch 1980 | loss: 0.0311841 | val_loss: 0.031183 | Time: 2751.43 ms [2022-02-02 17:20:44 main:574] : INFO : Epoch 1981 | loss: 0.0311839 | val_loss: 0.0311846 | Time: 2744.66 ms [2022-02-02 17:20:47 main:574] : INFO : Epoch 1982 | loss: 0.0311847 | val_loss: 0.0311838 | Time: 2724.21 ms [2022-02-02 17:20:49 main:574] : INFO : Epoch 1983 | loss: 0.0311832 | val_loss: 0.0311828 | Time: 2743.87 ms [2022-02-02 17:20:52 main:574] : INFO : Epoch 1984 | loss: 0.0311831 | val_loss: 0.031185 | Time: 2731.45 ms [2022-02-02 17:20:55 main:574] : INFO : Epoch 1985 | loss: 0.0311837 | val_loss: 0.0311823 | Time: 2733.9 ms [2022-02-02 17:20:58 main:574] : INFO : Epoch 1986 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 2736.38 ms [2022-02-02 17:21:01 main:574] : INFO : Epoch 1987 | loss: 0.031183 | val_loss: 0.0311842 | Time: 2717.7 ms [2022-02-02 17:21:04 main:574] : INFO : Epoch 1988 | loss: 0.031183 | val_loss: 0.0311827 | Time: 2739.95 ms [2022-02-02 17:21:06 main:574] : INFO : Epoch 1989 | loss: 0.0311835 | val_loss: 0.0311852 | Time: 2730.6 ms [2022-02-02 17:21:09 main:574] : INFO : Epoch 1990 | loss: 0.0311832 | val_loss: 0.031183 | Time: 2749.08 ms [2022-02-02 17:21:12 main:574] : INFO : Epoch 1991 | loss: 0.0311827 | val_loss: 0.0311827 | Time: 2734.4 ms [2022-02-02 17:21:15 main:574] : INFO : Epoch 1992 | loss: 0.0311836 | val_loss: 0.0311823 | Time: 2743.9 ms [2022-02-02 17:21:18 main:574] : INFO : Epoch 1993 | loss: 0.0311821 | val_loss: 0.0311827 | Time: 2726.59 ms [2022-02-02 17:21:20 main:574] : INFO : Epoch 1994 | loss: 0.0311826 | val_loss: 0.0311817 | Time: 2737.62 ms [2022-02-02 17:21:23 main:574] : INFO : Epoch 1995 | loss: 0.0311824 | val_loss: 0.0311874 | Time: 2746.03 ms [2022-02-02 17:21:26 main:574] : INFO : Epoch 1996 | loss: 0.0311825 | val_loss: 0.0311825 | Time: 2729.48 ms [2022-02-02 17:21:29 main:574] : INFO : Epoch 1997 | loss: 0.031182 | val_loss: 0.0311846 | Time: 2733.33 ms [2022-02-02 17:21:31 main:574] : INFO : Epoch 1998 | loss: 0.0311832 | val_loss: 0.031182 | Time: 2729.53 ms [2022-02-02 17:21:34 main:574] : INFO : Epoch 1999 | loss: 0.0311809 | val_loss: 0.0311835 | Time: 2741.14 ms [2022-02-02 17:21:37 main:574] : INFO : Epoch 2000 | loss: 0.0311815 | val_loss: 0.0311862 | Time: 2733.76 ms [2022-02-02 17:21:40 main:574] : INFO : Epoch 2001 | loss: 0.0311815 | val_loss: 0.0311817 | Time: 2732.33 ms [2022-02-02 17:21:43 main:574] : INFO : Epoch 2002 | loss: 0.0311806 | val_loss: 0.0311817 | Time: 2731.09 ms [2022-02-02 17:21:45 main:574] : INFO : Epoch 2003 | loss: 0.0311808 | val_loss: 0.0311824 | Time: 2762.67 ms [2022-02-02 17:21:48 main:574] : INFO : Epoch 2004 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 2722.89 ms [2022-02-02 17:21:51 main:574] : INFO : Epoch 2005 | loss: 0.0311807 | val_loss: 0.0311812 | Time: 2740.5 ms [2022-02-02 17:21:54 main:574] : INFO : Epoch 2006 | loss: 0.0311818 | val_loss: 0.031182 | Time: 2728.26 ms [2022-02-02 17:21:57 main:574] : INFO : Epoch 2007 | loss: 0.0311797 | val_loss: 0.0311809 | Time: 2739.34 ms [2022-02-02 17:21:59 main:574] : INFO : Epoch 2008 | loss: 0.0311804 | val_loss: 0.0311811 | Time: 2723.8 ms [2022-02-02 17:22:02 main:574] : INFO : Epoch 2009 | loss: 0.0311804 | val_loss: 0.0311825 | Time: 2742.38 ms [2022-02-02 17:22:05 main:574] : INFO : Epoch 2010 | loss: 0.0311803 | val_loss: 0.0311829 | Time: 2737.94 ms [2022-02-02 17:22:08 main:574] : INFO : Epoch 2011 | loss: 0.0311807 | val_loss: 0.0311784 | Time: 2724.55 ms [2022-02-02 17:22:10 main:574] : INFO : Epoch 2012 | loss: 0.0311796 | val_loss: 0.0311786 | Time: 2737.92 ms [2022-02-02 17:22:13 main:574] : INFO : Epoch 2013 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 2727.76 ms [2022-02-02 17:22:16 main:574] : INFO : Epoch 2014 | loss: 0.0311795 | val_loss: 0.0311792 | Time: 2737.16 ms [2022-02-02 17:22:19 main:574] : INFO : Epoch 2015 | loss: 0.0311782 | val_loss: 0.031177 | Time: 2735.48 ms [2022-02-02 17:22:22 main:574] : INFO : Epoch 2016 | loss: 0.0311769 | val_loss: 0.0311767 | Time: 2746.46 ms [2022-02-02 17:22:24 main:574] : INFO : Epoch 2017 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 2742.83 ms [2022-02-02 17:22:27 main:574] : INFO : Epoch 2018 | loss: 0.0311784 | val_loss: 0.0311767 | Time: 2737.06 ms [2022-02-02 17:22:30 main:574] : INFO : Epoch 2019 | loss: 0.0311778 | val_loss: 0.0311764 | Time: 2735.21 ms [2022-02-02 17:22:33 main:574] : INFO : Epoch 2020 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 2762.17 ms [2022-02-02 17:22:36 main:574] : INFO : Epoch 2021 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 2722.27 ms [2022-02-02 17:22:38 main:574] : INFO : Epoch 2022 | loss: 0.031177 | val_loss: 0.0311759 | Time: 2724.97 ms [2022-02-02 17:22:41 main:574] : INFO : Epoch 2023 | loss: 0.0311769 | val_loss: 0.031176 | Time: 2735.52 ms [2022-02-02 17:22:44 main:574] : INFO : Epoch 2024 | loss: 0.031176 | val_loss: 0.0311765 | Time: 2729.93 ms [2022-02-02 17:22:47 main:574] : INFO : Epoch 2025 | loss: 0.0311765 | val_loss: 0.031177 | Time: 2722.75 ms [2022-02-02 17:22:49 main:574] : INFO : Epoch 2026 | loss: 0.0311786 | val_loss: 0.0311853 | Time: 2744.83 ms [2022-02-02 17:22:52 main:574] : INFO : Epoch 2027 | loss: 0.0311773 | val_loss: 0.0311764 | Time: 2725.15 ms [2022-02-02 17:22:55 main:574] : INFO : Epoch 2028 | loss: 0.0311757 | val_loss: 0.0311757 | Time: 2748.75 ms [2022-02-02 17:22:58 main:574] : INFO : Epoch 2029 | loss: 0.0311763 | val_loss: 0.0311768 | Time: 2726.34 ms [2022-02-02 17:23:01 main:574] : INFO : Epoch 2030 | loss: 0.0311757 | val_loss: 0.0311756 | Time: 2729.53 ms [2022-02-02 17:23:03 main:574] : INFO : Epoch 2031 | loss: 0.0311769 | val_loss: 0.0311785 | Time: 2729.2 ms [2022-02-02 17:23:06 main:574] : INFO : Epoch 2032 | loss: 0.0311762 | val_loss: 0.0311757 | Time: 2726.66 ms [2022-02-02 17:23:09 main:574] : INFO : Epoch 2033 | loss: 0.0311767 | val_loss: 0.0311761 | Time: 2741.58 ms [2022-02-02 17:23:12 main:574] : INFO : Epoch 2034 | loss: 0.0311762 | val_loss: 0.0311766 | Time: 2769.36 ms [2022-02-02 17:23:15 main:574] : INFO : Epoch 2035 | loss: 0.0311765 | val_loss: 0.031177 | Time: 2735.52 ms [2022-02-02 17:23:17 main:574] : INFO : Epoch 2036 | loss: 0.0311766 | val_loss: 0.0311768 | Time: 2734.51 ms [2022-02-02 17:23:20 main:574] : INFO : Epoch 2037 | loss: 0.0311761 | val_loss: 0.0311764 | Time: 2743.95 ms [2022-02-02 17:23:23 main:574] : INFO : Epoch 2038 | loss: 0.0311762 | val_loss: 0.0311772 | Time: 2729.52 ms [2022-02-02 17:23:26 main:574] : INFO : Epoch 2039 | loss: 0.0311748 | val_loss: 0.0311774 | Time: 2730.09 ms [2022-02-02 17:23:29 main:574] : INFO : Epoch 2040 | loss: 0.031178 | val_loss: 0.0311764 | Time: 2847.93 ms [2022-02-02 17:23:31 main:574] : INFO : Epoch 2041 | loss: 0.0311763 | val_loss: 0.0311762 | Time: 2722.49 ms [2022-02-02 17:23:34 main:574] : INFO : Epoch 2042 | loss: 0.0311752 | val_loss: 0.0311763 | Time: 2732.47 ms [2022-02-02 17:23:37 main:574] : INFO : Epoch 2043 | loss: 0.0311762 | val_loss: 0.0311776 | Time: 2727.01 ms [2022-02-02 17:23:40 main:574] : INFO : Epoch 2044 | loss: 0.0311752 | val_loss: 0.0311756 | Time: 2734.94 ms [2022-02-02 17:23:43 main:574] : INFO : Epoch 2045 | loss: 0.0311753 | val_loss: 0.0311774 | Time: 2726.49 ms [2022-02-02 17:23:45 main:574] : INFO : Epoch 2046 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 2720.25 ms [2022-02-02 17:23:48 main:574] : INFO : Epoch 2047 | loss: 0.0311742 | val_loss: 0.031176 | Time: 2735.1 ms [2022-02-02 17:23:51 main:574] : INFO : Epoch 2048 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 2737.88 ms [2022-02-02 17:23:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311783 [2022-02-02 17:23:51 main:603] : INFO : Saving end state to config to file [2022-02-02 17:23:51 main:608] : INFO : Success, exiting.. 17:23:51 (6496): 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)