Task 7544909
| Name | ParityModified-1631728659-20922-2_0 |
| Workunit | 5205809 |
| Created | 23 Sep 2021, 8:21:02 UTC |
| Sent | 27 Sep 2021, 22:37:19 UTC |
| Report deadline | 4 Oct 2021, 22:37:19 UTC |
| Received | 28 Sep 2021, 11:33:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6772 |
| Run time | 1 hours 40 min 46 sec |
| CPU time | 1 hours 36 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,802.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311754 | val_loss: 0.0311857 | Time: 2877.03 ms [2021-09-28 03:48:26 main:574] : INFO : Epoch 1543 | loss: 0.0311751 | val_loss: 0.0311868 | Time: 2808.03 ms [2021-09-28 03:48:29 main:574] : INFO : Epoch 1544 | loss: 0.0311744 | val_loss: 0.0311858 | Time: 3047.12 ms [2021-09-28 03:48:32 main:574] : INFO : Epoch 1545 | loss: 0.0311755 | val_loss: 0.0311877 | Time: 2718.32 ms [2021-09-28 03:48:34 main:574] : INFO : Epoch 1546 | loss: 0.0311764 | val_loss: 0.0311884 | Time: 2834.41 ms [2021-09-28 03:48:37 main:574] : INFO : Epoch 1547 | loss: 0.0311773 | val_loss: 0.0311928 | Time: 2839.88 ms [2021-09-28 03:48:40 main:574] : INFO : Epoch 1548 | loss: 0.0311797 | val_loss: 0.0311947 | Time: 2965.78 ms [2021-09-28 03:48:43 main:574] : INFO : Epoch 1549 | loss: 0.0311799 | val_loss: 0.0311908 | Time: 2857.28 ms [2021-09-28 03:48:46 main:574] : INFO : Epoch 1550 | loss: 0.0311758 | val_loss: 0.0311853 | Time: 2700.08 ms [2021-09-28 03:48:49 main:574] : INFO : Epoch 1551 | loss: 0.0311753 | val_loss: 0.0311901 | Time: 2876.14 ms [2021-09-28 03:48:51 main:574] : INFO : Epoch 1552 | loss: 0.0311761 | val_loss: 0.031189 | Time: 2771.74 ms [2021-09-28 03:48:54 main:574] : INFO : Epoch 1553 | loss: 0.031178 | val_loss: 0.0311866 | Time: 2818.44 ms [2021-09-28 03:48:57 main:574] : INFO : Epoch 1554 | loss: 0.0311786 | val_loss: 0.0311857 | Time: 2784.75 ms [2021-09-28 03:49:00 main:574] : INFO : Epoch 1555 | loss: 0.0311783 | val_loss: 0.031185 | Time: 2812.74 ms [2021-09-28 03:49:03 main:574] : INFO : Epoch 1556 | loss: 0.0311758 | val_loss: 0.0311857 | Time: 2867.97 ms [2021-09-28 03:49:06 main:574] : INFO : Epoch 1557 | loss: 0.0311762 | val_loss: 0.0311858 | Time: 2855.45 ms [2021-09-28 03:49:08 main:574] : INFO : Epoch 1558 | loss: 0.0311769 | val_loss: 0.0311865 | Time: 2780.22 ms [2021-09-28 03:49:11 main:574] : INFO : Epoch 1559 | loss: 0.0311753 | val_loss: 0.0311893 | Time: 2979.65 ms [2021-09-28 03:49:14 main:574] : INFO : Epoch 1560 | loss: 0.0311752 | val_loss: 0.0311876 | Time: 2815.91 ms [2021-09-28 03:49:17 main:574] : INFO : Epoch 1561 | loss: 0.0311747 | val_loss: 0.0311871 | Time: 2801.38 ms [2021-09-28 03:49:20 main:574] : INFO : Epoch 1562 | loss: 0.0311752 | val_loss: 0.0311853 | Time: 2827.01 ms [2021-09-28 03:49:23 main:574] : INFO : Epoch 1563 | loss: 0.0311758 | val_loss: 0.031185 | Time: 2830.45 ms [2021-09-28 03:49:26 main:574] : INFO : Epoch 1564 | loss: 0.0311748 | val_loss: 0.0311861 | Time: 2775.51 ms [2021-09-28 03:49:29 main:574] : INFO : Epoch 1565 | loss: 0.0311766 | val_loss: 0.031189 | Time: 2914.04 ms [2021-09-28 03:49:32 main:574] : INFO : Epoch 1566 | loss: 0.0311755 | val_loss: 0.0311879 | Time: 2964.53 ms [2021-09-28 03:49:35 main:574] : INFO : Epoch 1567 | loss: 0.0311767 | val_loss: 0.03119 | Time: 2821.36 ms [2021-09-28 03:49:37 main:574] : INFO : Epoch 1568 | loss: 0.0311766 | val_loss: 0.0311855 | Time: 2867.96 ms [2021-09-28 03:49:40 main:574] : INFO : Epoch 1569 | loss: 0.0311768 | val_loss: 0.0311972 | Time: 2849.23 ms [2021-09-28 03:49:43 main:574] : INFO : Epoch 1570 | loss: 0.0311761 | val_loss: 0.0311875 | Time: 2764.98 ms [2021-09-28 03:49:46 main:574] : INFO : Epoch 1571 | loss: 0.0311777 | val_loss: 0.0311923 | Time: 2799.29 ms [2021-09-28 03:49:49 main:574] : INFO : Epoch 1572 | loss: 0.0311797 | val_loss: 0.0311852 | Time: 2826.48 ms [2021-09-28 03:49:52 main:574] : INFO : Epoch 1573 | loss: 0.0311748 | val_loss: 0.0311853 | Time: 2844.31 ms [2021-09-28 03:49:54 main:574] : INFO : Epoch 1574 | loss: 0.0311757 | val_loss: 0.03119 | Time: 2771.11 ms [2021-09-28 03:49:57 main:574] : INFO : Epoch 1575 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 2826.39 ms [2021-09-28 03:50:00 main:574] : INFO : Epoch 1576 | loss: 0.0311748 | val_loss: 0.0311865 | Time: 2804.36 ms [2021-09-28 03:50:03 main:574] : INFO : Epoch 1577 | loss: 0.0311761 | val_loss: 0.0311897 | Time: 2754.64 ms [2021-09-28 03:50:06 main:574] : INFO : Epoch 1578 | loss: 0.0311769 | val_loss: 0.0311859 | Time: 2902.99 ms [2021-09-28 03:50:08 main:574] : INFO : Epoch 1579 | loss: 0.0311774 | val_loss: 0.0311869 | Time: 2748.43 ms [2021-09-28 03:50:11 main:574] : INFO : Epoch 1580 | loss: 0.0311757 | val_loss: 0.0311849 | Time: 2794.37 ms [2021-09-28 03:50:14 main:574] : INFO : Epoch 1581 | loss: 0.0311743 | val_loss: 0.0311895 | Time: 2854.58 ms [2021-09-28 03:50:17 main:574] : INFO : Epoch 1582 | loss: 0.0311759 | val_loss: 0.0311867 | Time: 2753.09 ms [2021-09-28 03:50:20 main:574] : INFO : Epoch 1583 | loss: 0.0311747 | val_loss: 0.0311851 | Time: 2793.65 ms [2021-09-28 03:50:22 main:574] : INFO : Epoch 1584 | loss: 0.0311747 | val_loss: 0.0311872 | Time: 2781.52 ms [2021-09-28 03:50:26 main:574] : INFO : Epoch 1585 | loss: 0.0311751 | val_loss: 0.0311859 | Time: 3293.42 ms [2021-09-28 03:50:29 main:574] : INFO : Epoch 1586 | loss: 0.0311753 | val_loss: 0.0311856 | Time: 3166.17 ms [2021-09-28 03:50:32 main:574] : INFO : Epoch 1587 | loss: 0.0311757 | val_loss: 0.0311852 | Time: 2886.11 ms [2021-09-28 03:50:35 main:574] : INFO : Epoch 1588 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 2934 ms [2021-09-28 03:50:38 main:574] : INFO : Epoch 1589 | loss: 0.0311748 | val_loss: 0.0311855 | Time: 2910.49 ms [2021-09-28 03:50:40 main:574] : INFO : Epoch 1590 | loss: 0.0311745 | val_loss: 0.0311864 | Time: 2802.79 ms [2021-09-28 03:50:43 main:574] : INFO : Epoch 1591 | loss: 0.0311764 | val_loss: 0.0311874 | Time: 2703.01 ms [2021-09-28 03:50:46 main:574] : INFO : Epoch 1592 | loss: 0.0311759 | val_loss: 0.0311889 | Time: 2886.63 ms [2021-09-28 03:50:49 main:574] : INFO : Epoch 1593 | loss: 0.0311751 | val_loss: 0.031188 | Time: 2777.62 ms [2021-09-28 03:50:52 main:574] : INFO : Epoch 1594 | loss: 0.031177 | val_loss: 0.0311875 | Time: 2738.4 ms [2021-09-28 03:50:54 main:574] : INFO : Epoch 1595 | loss: 0.0311756 | val_loss: 0.0311878 | Time: 2804.7 ms [2021-09-28 03:50:57 main:574] : INFO : Epoch 1596 | loss: 0.0311747 | val_loss: 0.0311865 | Time: 2837.4 ms [2021-09-28 03:51:00 main:574] : INFO : Epoch 1597 | loss: 0.0311757 | val_loss: 0.0311892 | Time: 2839.06 ms [2021-09-28 03:51:03 main:574] : INFO : Epoch 1598 | loss: 0.0311751 | val_loss: 0.0311891 | Time: 2900.73 ms [2021-09-28 03:51:06 main:574] : INFO : Epoch 1599 | loss: 0.0311759 | val_loss: 0.0311851 | Time: 2854.75 ms [2021-09-28 03:51:09 main:574] : INFO : Epoch 1600 | loss: 0.0311749 | val_loss: 0.0311924 | Time: 2814.84 ms [2021-09-28 03:51:12 main:574] : INFO : Epoch 1601 | loss: 0.0311798 | val_loss: 0.0311902 | Time: 2861.94 ms [2021-09-28 03:51:15 main:574] : INFO : Epoch 1602 | loss: 0.0311785 | val_loss: 0.0311898 | Time: 2904.62 ms [2021-09-28 03:51:17 main:574] : INFO : Epoch 1603 | loss: 0.0311756 | val_loss: 0.0311852 | Time: 2769.27 ms [2021-09-28 03:51:20 main:574] : INFO : Epoch 1604 | loss: 0.0311746 | val_loss: 0.0311861 | Time: 2994.17 ms [2021-09-28 03:51:23 main:574] : INFO : Epoch 1605 | loss: 0.0311763 | val_loss: 0.0311864 | Time: 2707.38 ms [2021-09-28 03:51:26 main:574] : INFO : Epoch 1606 | loss: 0.0311757 | val_loss: 0.0311856 | Time: 2766.56 ms [2021-09-28 03:51:29 main:574] : INFO : Epoch 1607 | loss: 0.0311749 | val_loss: 0.031187 | Time: 2969.44 ms [2021-09-28 03:51:31 main:574] : INFO : Epoch 1608 | loss: 0.031177 | val_loss: 0.0311899 | Time: 2731.85 ms [2021-09-28 03:51:34 main:574] : INFO : Epoch 1609 | loss: 0.0311785 | val_loss: 0.0311888 | Time: 2808.01 ms [2021-09-28 03:51:37 main:574] : INFO : Epoch 1610 | loss: 0.0311759 | val_loss: 0.031187 | Time: 2777.23 ms [2021-09-28 03:51:40 main:574] : INFO : Epoch 1611 | loss: 0.031176 | val_loss: 0.0311849 | Time: 2919.62 ms [2021-09-28 03:51:43 main:574] : INFO : Epoch 1612 | loss: 0.0311751 | val_loss: 0.0311901 | Time: 2770.8 ms [2021-09-28 03:51:45 main:574] : INFO : Epoch 1613 | loss: 0.0311794 | val_loss: 0.0311939 | Time: 2702.32 ms [2021-09-28 03:51:48 main:574] : INFO : Epoch 1614 | loss: 0.0311778 | val_loss: 0.0311861 | Time: 2801.45 ms [2021-09-28 03:51:51 main:574] : INFO : Epoch 1615 | loss: 0.0311757 | val_loss: 0.0311849 | Time: 2844.79 ms [2021-09-28 03:51:54 main:574] : INFO : Epoch 1616 | loss: 0.0311748 | val_loss: 0.0311858 | Time: 2924.45 ms [2021-09-28 03:51:57 main:574] : INFO : Epoch 1617 | loss: 0.0311753 | val_loss: 0.031188 | Time: 2853.61 ms [2021-09-28 03:52:00 main:574] : INFO : Epoch 1618 | loss: 0.0311761 | val_loss: 0.0311885 | Time: 2814.63 ms [2021-09-28 03:52:03 main:574] : INFO : Epoch 1619 | loss: 0.0311765 | val_loss: 0.0311862 | Time: 2853.39 ms [2021-09-28 03:52:05 main:574] : INFO : Epoch 1620 | loss: 0.0311795 | val_loss: 0.031187 | Time: 2739.59 ms [2021-09-28 03:52:08 main:574] : INFO : Epoch 1621 | loss: 0.0311763 | val_loss: 0.0311906 | Time: 2851.65 ms [2021-09-28 03:52:11 main:574] : INFO : Epoch 1622 | loss: 0.031175 | val_loss: 0.0311858 | Time: 2960.14 ms [2021-09-28 03:52:14 main:574] : INFO : Epoch 1623 | loss: 0.0311749 | val_loss: 0.0311851 | Time: 2811.24 ms [2021-09-28 03:52:17 main:574] : INFO : Epoch 1624 | loss: 0.0311754 | val_loss: 0.0311885 | Time: 2872.61 ms [2021-09-28 03:52:20 main:574] : INFO : Epoch 1625 | loss: 0.0311774 | val_loss: 0.0311895 | Time: 2742.19 ms [2021-09-28 03:52:23 main:574] : INFO : Epoch 1626 | loss: 0.0311753 | val_loss: 0.0311852 | Time: 2924.38 ms [2021-09-28 03:52:26 main:574] : INFO : Epoch 1627 | loss: 0.0311757 | val_loss: 0.0311873 | Time: 3001.08 ms [2021-09-28 03:52:29 main:574] : INFO : Epoch 1628 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 2974.84 ms [2021-09-28 03:52:31 main:574] : INFO : Epoch 1629 | loss: 0.0311773 | val_loss: 0.0311854 | Time: 2835.09 ms [2021-09-28 03:52:34 main:574] : INFO : Epoch 1630 | loss: 0.0311758 | val_loss: 0.0311859 | Time: 2843.96 ms [2021-09-28 03:52:37 main:574] : INFO : Epoch 1631 | loss: 0.0311748 | val_loss: 0.031186 | Time: 2816.45 ms [2021-09-28 03:52:40 main:574] : INFO : Epoch 1632 | loss: 0.0311751 | val_loss: 0.0311923 | Time: 2776.25 ms [2021-09-28 03:52:43 main:574] : INFO : Epoch 1633 | loss: 0.0311748 | val_loss: 0.0311868 | Time: 2907.76 ms [2021-09-28 03:52:46 main:574] : INFO : Epoch 1634 | loss: 0.0311752 | val_loss: 0.031186 | Time: 2757.04 ms [2021-09-28 03:52:48 main:574] : INFO : Epoch 1635 | loss: 0.031176 | val_loss: 0.0311871 | Time: 2764.19 ms [2021-09-28 03:52:51 main:574] : INFO : Epoch 1636 | loss: 0.0311768 | val_loss: 0.0311851 | Time: 2806.53 ms [2021-09-28 03:52:54 main:574] : INFO : Epoch 1637 | loss: 0.0311756 | val_loss: 0.0311853 | Time: 2681.65 ms [2021-09-28 03:52:57 main:574] : INFO : Epoch 1638 | loss: 0.0311752 | val_loss: 0.0311864 | Time: 2735 ms [2021-09-28 03:52:59 main:574] : INFO : Epoch 1639 | loss: 0.0311749 | val_loss: 0.0311867 | Time: 2860.68 ms [2021-09-28 03:53:02 main:574] : INFO : Epoch 1640 | loss: 0.031175 | val_loss: 0.0311877 | Time: 2867.17 ms [2021-09-28 03:53:05 main:574] : INFO : Epoch 1641 | loss: 0.0311751 | val_loss: 0.0311928 | Time: 2946.52 ms [2021-09-28 03:53:08 main:574] : INFO : Epoch 1642 | loss: 0.0311762 | val_loss: 0.0311876 | Time: 2729.74 ms [2021-09-28 03:53:11 main:574] : INFO : Epoch 1643 | loss: 0.0311774 | val_loss: 0.0311858 | Time: 2802.82 ms [2021-09-28 03:53:14 main:574] : INFO : Epoch 1644 | loss: 0.031176 | val_loss: 0.031188 | Time: 2815.79 ms [2021-09-28 03:53:16 main:574] : INFO : Epoch 1645 | loss: 0.031175 | val_loss: 0.0311874 | Time: 2835.57 ms [2021-09-28 03:53:19 main:574] : INFO : Epoch 1646 | loss: 0.0311767 | val_loss: 0.0311871 | Time: 2850.89 ms [2021-09-28 03:53:22 main:574] : INFO : Epoch 1647 | loss: 0.0311766 | val_loss: 0.0311855 | Time: 2764.88 ms [2021-09-28 03:53:25 main:574] : INFO : Epoch 1648 | loss: 0.0311753 | val_loss: 0.0311863 | Time: 2902.99 ms [2021-09-28 03:53:28 main:574] : INFO : Epoch 1649 | loss: 0.031176 | val_loss: 0.0311854 | Time: 2795.55 ms [2021-09-28 03:53:31 main:574] : INFO : Epoch 1650 | loss: 0.031175 | val_loss: 0.0311885 | Time: 2702.84 ms [2021-09-28 03:53:33 main:574] : INFO : Epoch 1651 | loss: 0.0311752 | val_loss: 0.0311855 | Time: 2909.24 ms [2021-09-28 03:53:36 main:574] : INFO : Epoch 1652 | loss: 0.0311753 | val_loss: 0.0311901 | Time: 2825.58 ms [2021-09-28 03:53:39 main:574] : INFO : Epoch 1653 | loss: 0.0311754 | val_loss: 0.0311905 | Time: 2829.19 ms [2021-09-28 03:53:42 main:574] : INFO : Epoch 1654 | loss: 0.031176 | val_loss: 0.0311888 | Time: 2924.32 ms [2021-09-28 03:53:45 main:574] : INFO : Epoch 1655 | loss: 0.0311765 | val_loss: 0.0311906 | Time: 2823.2 ms [2021-09-28 03:53:48 main:574] : INFO : Epoch 1656 | loss: 0.0311757 | val_loss: 0.0311852 | Time: 2770.4 ms [2021-09-28 03:53:50 main:574] : INFO : Epoch 1657 | loss: 0.0311792 | val_loss: 0.0311895 | Time: 2771.08 ms [2021-09-28 03:53:53 main:574] : INFO : Epoch 1658 | loss: 0.0311792 | val_loss: 0.0311882 | Time: 2930.16 ms [2021-09-28 03:53:56 main:574] : INFO : Epoch 1659 | loss: 0.0311762 | val_loss: 0.0311855 | Time: 2894.95 ms [2021-09-28 03:53:59 main:574] : INFO : Epoch 1660 | loss: 0.0311796 | val_loss: 0.0311889 | Time: 2891.47 ms [2021-09-28 03:54:02 main:574] : INFO : Epoch 1661 | loss: 0.0311767 | val_loss: 0.0311882 | Time: 2799.95 ms [2021-09-28 03:54:05 main:574] : INFO : Epoch 1662 | loss: 0.0311756 | val_loss: 0.0311863 | Time: 2701.13 ms [2021-09-28 03:54:08 main:574] : INFO : Epoch 1663 | loss: 0.0311746 | val_loss: 0.0311854 | Time: 2987.12 ms [2021-09-28 03:54:11 main:574] : INFO : Epoch 1664 | loss: 0.0311744 | val_loss: 0.0311862 | Time: 2857.64 ms [2021-09-28 03:54:13 main:574] : INFO : Epoch 1665 | loss: 0.0311746 | val_loss: 0.0311891 | Time: 2881.08 ms [2021-09-28 03:54:16 main:574] : INFO : Epoch 1666 | loss: 0.0311755 | val_loss: 0.0311851 | Time: 2957.79 ms [2021-09-28 03:54:19 main:574] : INFO : Epoch 1667 | loss: 0.0311743 | val_loss: 0.0311857 | Time: 2825.94 ms [2021-09-28 03:54:22 main:574] : INFO : Epoch 1668 | loss: 0.0311742 | val_loss: 0.0311858 | Time: 2842.54 ms [2021-09-28 03:54:25 main:574] : INFO : Epoch 1669 | loss: 0.0311749 | val_loss: 0.0311863 | Time: 2766.32 ms [2021-09-28 03:54:28 main:574] : INFO : Epoch 1670 | loss: 0.0311744 | val_loss: 0.0311859 | Time: 2848.72 ms [2021-09-28 03:54:31 main:574] : INFO : Epoch 1671 | loss: 0.0311749 | val_loss: 0.0311886 | Time: 2991.9 ms [2021-09-28 03:54:34 main:574] : INFO : Epoch 1672 | loss: 0.0311754 | val_loss: 0.0311859 | Time: 2812.83 ms [2021-09-28 03:54:36 main:574] : INFO : Epoch 1673 | loss: 0.0311757 | val_loss: 0.031186 | Time: 2855.87 ms [2021-09-28 03:54:39 main:574] : INFO : Epoch 1674 | loss: 0.0311749 | val_loss: 0.0311852 | Time: 2777.3 ms [2021-09-28 03:54:42 main:574] : INFO : Epoch 1675 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 2974.24 ms [2021-09-28 03:54:45 main:574] : INFO : Epoch 1676 | loss: 0.0311747 | val_loss: 0.0311851 | Time: 2741.33 ms [2021-09-28 03:54:48 main:574] : INFO : Epoch 1677 | loss: 0.0311749 | val_loss: 0.0311903 | Time: 2753.62 ms [2021-09-28 03:54:51 main:574] : INFO : Epoch 1678 | loss: 0.0311756 | val_loss: 0.0311853 | Time: 2916.72 ms [2021-09-28 03:54:53 main:574] : INFO : Epoch 1679 | loss: 0.0311741 | val_loss: 0.031187 | Time: 2671 ms [2021-09-28 03:54:56 main:574] : INFO : Epoch 1680 | loss: 0.0311747 | val_loss: 0.0311852 | Time: 2818.08 ms [2021-09-28 03:54:59 main:574] : INFO : Epoch 1681 | loss: 0.0311762 | val_loss: 0.0311866 | Time: 2792.08 ms [2021-09-28 03:55:02 main:574] : INFO : Epoch 1682 | loss: 0.0311767 | val_loss: 0.0311869 | Time: 2872.96 ms [2021-09-28 03:55:05 main:574] : INFO : Epoch 1683 | loss: 0.0311759 | val_loss: 0.0311873 | Time: 2845.56 ms [2021-09-28 03:55:07 main:574] : INFO : Epoch 1684 | loss: 0.0311756 | val_loss: 0.0311894 | Time: 2783.93 ms [2021-09-28 03:55:10 main:574] : INFO : Epoch 1685 | loss: 0.0311758 | val_loss: 0.0311854 | Time: 2976.36 ms [2021-09-28 03:55:13 main:574] : INFO : Epoch 1686 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 2910.12 ms [2021-09-28 03:55:16 main:574] : INFO : Epoch 1687 | loss: 0.0311766 | val_loss: 0.031188 | Time: 2910.4 ms [2021-09-28 03:55:19 main:574] : INFO : Epoch 1688 | loss: 0.0311746 | val_loss: 0.031186 | Time: 2806.68 ms [2021-09-28 03:55:22 main:574] : INFO : Epoch 1689 | loss: 0.0311751 | val_loss: 0.0311864 | Time: 2773.43 ms [2021-09-28 03:55:25 main:574] : INFO : Epoch 1690 | loss: 0.0311755 | val_loss: 0.0311863 | Time: 2809.6 ms [2021-09-28 03:55:28 main:574] : INFO : Epoch 1691 | loss: 0.0311746 | val_loss: 0.0311889 | Time: 2886.77 ms [2021-09-28 03:55:30 main:574] : INFO : Epoch 1692 | loss: 0.0311763 | val_loss: 0.0311862 | Time: 2837.23 ms [2021-09-28 03:55:33 main:574] : INFO : Epoch 1693 | loss: 0.0311749 | val_loss: 0.0311883 | Time: 2766.99 ms [2021-09-28 03:55:36 main:574] : INFO : Epoch 1694 | loss: 0.0311764 | val_loss: 0.0311856 | Time: 2733.89 ms [2021-09-28 03:55:39 main:574] : INFO : Epoch 1695 | loss: 0.0311752 | val_loss: 0.0311891 | Time: 2831.99 ms [2021-09-28 03:55:42 main:574] : INFO : Epoch 1696 | loss: 0.0311753 | val_loss: 0.0311866 | Time: 2755.45 ms [2021-09-28 03:55:44 main:574] : INFO : Epoch 1697 | loss: 0.0311755 | val_loss: 0.0311849 | Time: 2739.98 ms [2021-09-28 03:55:47 main:574] : INFO : Epoch 1698 | loss: 0.031176 | val_loss: 0.0311857 | Time: 2851.14 ms [2021-09-28 03:55:50 main:574] : INFO : Epoch 1699 | loss: 0.0311742 | val_loss: 0.031187 | Time: 2753.09 ms [2021-09-28 03:55:53 main:574] : INFO : Epoch 1700 | loss: 0.031175 | val_loss: 0.0311856 | Time: 2959.89 ms [2021-09-28 03:55:56 main:574] : INFO : Epoch 1701 | loss: 0.0311756 | val_loss: 0.0311855 | Time: 2848.72 ms [2021-09-28 03:55:58 main:574] : INFO : Epoch 1702 | loss: 0.0311742 | val_loss: 0.031185 | Time: 2720.53 ms [2021-09-28 03:56:01 main:574] : INFO : Epoch 1703 | loss: 0.0311743 | val_loss: 0.0311863 | Time: 3002.94 ms [2021-09-28 03:56:04 main:574] : INFO : Epoch 1704 | loss: 0.0311746 | val_loss: 0.0311851 | Time: 2822.61 ms [2021-09-28 03:56:07 main:574] : INFO : Epoch 1705 | loss: 0.0311743 | val_loss: 0.0311858 | Time: 2842 ms [2021-09-28 03:56:10 main:574] : INFO : Epoch 1706 | loss: 0.0311745 | val_loss: 0.0311848 | Time: 2798.96 ms [2021-09-28 03:56:13 main:574] : INFO : Epoch 1707 | loss: 0.0311761 | val_loss: 0.031189 | Time: 2943.54 ms [2021-09-28 03:56:16 main:574] : INFO : Epoch 1708 | loss: 0.0311764 | val_loss: 0.0311881 | Time: 2818.61 ms [2021-09-28 03:56:19 main:574] : INFO : Epoch 1709 | loss: 0.0311762 | val_loss: 0.031192 | Time: 2822.77 ms [2021-09-28 03:56:21 main:574] : INFO : Epoch 1710 | loss: 0.0311794 | val_loss: 0.0311918 | Time: 2817.44 ms [2021-09-28 03:56:24 main:574] : INFO : Epoch 1711 | loss: 0.0311797 | val_loss: 0.0311917 | Time: 2922.4 ms [2021-09-28 03:56:27 main:574] : INFO : Epoch 1712 | loss: 0.0311775 | val_loss: 0.0311877 | Time: 2900.18 ms [2021-09-28 03:56:30 main:574] : INFO : Epoch 1713 | loss: 0.0311749 | val_loss: 0.0311858 | Time: 2833.08 ms [2021-09-28 03:56:33 main:574] : INFO : Epoch 1714 | loss: 0.0311756 | val_loss: 0.0311915 | Time: 2740.53 ms [2021-09-28 03:56:36 main:574] : INFO : Epoch 1715 | loss: 0.0311758 | val_loss: 0.0311866 | Time: 2893.1 ms [2021-09-28 03:56:38 main:574] : INFO : Epoch 1716 | loss: 0.0311758 | val_loss: 0.0311852 | Time: 2645.26 ms [2021-09-28 03:56:41 main:574] : INFO : Epoch 1717 | loss: 0.0311754 | val_loss: 0.0311894 | Time: 2828.32 ms [2021-09-28 03:56:44 main:574] : INFO : Epoch 1718 | loss: 0.0311762 | val_loss: 0.031185 | Time: 2846.21 ms [2021-09-28 03:56:47 main:574] : INFO : Epoch 1719 | loss: 0.0311753 | val_loss: 0.0311857 | Time: 2743.4 ms [2021-09-28 03:56:50 main:574] : INFO : Epoch 1720 | loss: 0.0311743 | val_loss: 0.0311851 | Time: 2839.2 ms [2021-09-28 03:56:52 main:574] : INFO : Epoch 1721 | loss: 0.0311744 | val_loss: 0.031186 | Time: 2764.04 ms [2021-09-28 03:56:55 main:574] : INFO : Epoch 1722 | loss: 0.031175 | val_loss: 0.0311865 | Time: 2767.57 ms [2021-09-28 03:56:58 main:574] : INFO : Epoch 1723 | loss: 0.0311754 | val_loss: 0.0311871 | Time: 2984.96 ms [2021-09-28 03:57:01 main:574] : INFO : Epoch 1724 | loss: 0.031176 | val_loss: 0.031194 | Time: 2890.82 ms [2021-09-28 03:57:04 main:574] : INFO : Epoch 1725 | loss: 0.0311779 | val_loss: 0.0311854 | Time: 2841.58 ms [2021-09-28 03:57:07 main:574] : INFO : Epoch 1726 | loss: 0.0311755 | val_loss: 0.0311889 | Time: 2845 ms [2021-09-28 03:57:10 main:574] : INFO : Epoch 1727 | loss: 0.031176 | val_loss: 0.0311865 | Time: 2733.67 ms [2021-09-28 03:57:12 main:574] : INFO : Epoch 1728 | loss: 0.0311752 | val_loss: 0.0311853 | Time: 2803.54 ms [2021-09-28 03:57:15 main:574] : INFO : Epoch 1729 | loss: 0.0311766 | val_loss: 0.0311874 | Time: 2772.5 ms [2021-09-28 03:57:18 main:574] : INFO : Epoch 1730 | loss: 0.0311765 | val_loss: 0.0311904 | Time: 2790.04 ms [2021-09-28 03:57:21 main:574] : INFO : Epoch 1731 | loss: 0.0311748 | val_loss: 0.0311857 | Time: 2804.41 ms [2021-09-28 03:57:24 main:574] : INFO : Epoch 1732 | loss: 0.0311746 | val_loss: 0.0311854 | Time: 2864.72 ms [2021-09-28 03:57:26 main:574] : INFO : Epoch 1733 | loss: 0.031175 | val_loss: 0.0311887 | Time: 2864.71 ms [2021-09-28 03:57:29 main:574] : INFO : Epoch 1734 | loss: 0.0311746 | val_loss: 0.0311863 | Time: 2817.71 ms [2021-09-28 03:57:32 main:574] : INFO : Epoch 1735 | loss: 0.0311747 | val_loss: 0.0311854 | Time: 3023.24 ms [2021-09-28 03:57:35 main:574] : INFO : Epoch 1736 | loss: 0.0311746 | val_loss: 0.0311886 | Time: 3045.35 ms [2021-09-28 03:57:38 main:574] : INFO : Epoch 1737 | loss: 0.0311767 | val_loss: 0.0311864 | Time: 2780.16 ms [2021-09-28 03:57:41 main:574] : INFO : Epoch 1738 | loss: 0.0311759 | val_loss: 0.0311865 | Time: 2748.51 ms [2021-09-28 03:57:44 main:574] : INFO : Epoch 1739 | loss: 0.0311748 | val_loss: 0.0311855 | Time: 2809.11 ms [2021-09-28 03:57:47 main:574] : INFO : Epoch 1740 | loss: 0.0311742 | val_loss: 0.0311895 | Time: 2783.5 ms [2021-09-28 03:57:49 main:574] : INFO : Epoch 1741 | loss: 0.0311759 | val_loss: 0.0311867 | Time: 2956.26 ms [2021-09-28 03:57:52 main:574] : INFO : Epoch 1742 | loss: 0.0311753 | val_loss: 0.0311854 | Time: 2800.35 ms [2021-09-28 03:57:55 main:574] : INFO : Epoch 1743 | loss: 0.0311771 | val_loss: 0.0311977 | Time: 2712.1 ms [2021-09-28 03:57:58 main:574] : INFO : Epoch 1744 | loss: 0.0311823 | val_loss: 0.0311898 | Time: 2968.08 ms [2021-09-28 03:58:01 main:574] : INFO : Epoch 1745 | loss: 0.0311771 | val_loss: 0.0311854 | Time: 2875.46 ms [2021-09-28 03:58:04 main:574] : INFO : Epoch 1746 | loss: 0.0311744 | val_loss: 0.0311854 | Time: 2929.95 ms [2021-09-28 03:58:07 main:574] : INFO : Epoch 1747 | loss: 0.0311747 | val_loss: 0.0311863 | Time: 2793.94 ms [2021-09-28 03:58:09 main:574] : INFO : Epoch 1748 | loss: 0.0311749 | val_loss: 0.0311848 | Time: 2755.59 ms [2021-09-28 03:58:12 main:574] : INFO : Epoch 1749 | loss: 0.0311745 | val_loss: 0.0311859 | Time: 2711.96 ms [2021-09-28 03:58:15 main:574] : INFO : Epoch 1750 | loss: 0.0311758 | val_loss: 0.0311877 | Time: 2790.24 ms [2021-09-28 03:58:18 main:574] : INFO : Epoch 1751 | loss: 0.0311756 | val_loss: 0.0311865 | Time: 2929.66 ms [2021-09-28 03:58:21 main:574] : INFO : Epoch 1752 | loss: 0.0311762 | val_loss: 0.0311923 | Time: 2890.37 ms [2021-09-28 03:58:24 main:574] : INFO : Epoch 1753 | loss: 0.0311772 | val_loss: 0.0311883 | Time: 2839.37 ms [2021-09-28 03:58:26 main:574] : INFO : Epoch 1754 | loss: 0.0311752 | val_loss: 0.0311855 | Time: 2838.64 ms [2021-09-28 03:58:29 main:574] : INFO : Epoch 1755 | loss: 0.0311747 | val_loss: 0.0311867 | Time: 2800.6 ms [2021-09-28 03:58:32 main:574] : INFO : Epoch 1756 | loss: 0.0311756 | val_loss: 0.0311858 | Time: 2776.46 ms [2021-09-28 03:58:35 main:574] : INFO : Epoch 1757 | loss: 0.0311764 | val_loss: 0.031185 | Time: 2892.69 ms [2021-09-28 03:58:38 main:574] : INFO : Epoch 1758 | loss: 0.0311759 | val_loss: 0.0311863 | Time: 2901.47 ms [2021-09-28 03:58:41 main:574] : INFO : Epoch 1759 | loss: 0.0311746 | val_loss: 0.031186 | Time: 2909.83 ms [2021-09-28 03:58:43 main:574] : INFO : Epoch 1760 | loss: 0.031175 | val_loss: 0.0311891 | Time: 2663.74 ms [2021-09-28 03:58:46 main:574] : INFO : Epoch 1761 | loss: 0.0311758 | val_loss: 0.0311874 | Time: 2833.55 ms [2021-09-28 03:58:49 main:574] : INFO : Epoch 1762 | loss: 0.0311757 | val_loss: 0.0311858 | Time: 2768.56 ms [2021-09-28 03:58:52 main:574] : INFO : Epoch 1763 | loss: 0.0311764 | val_loss: 0.0311869 | Time: 2836.86 ms [2021-09-28 03:58:55 main:574] : INFO : Epoch 1764 | loss: 0.0311761 | val_loss: 0.0311878 | Time: 2906.58 ms [2021-09-28 03:58:58 main:574] : INFO : Epoch 1765 | loss: 0.0311751 | val_loss: 0.0311861 | Time: 3007.49 ms [2021-09-28 03:59:01 main:574] : INFO : Epoch 1766 | loss: 0.0311745 | val_loss: 0.031194 | Time: 3216.61 ms [2021-09-28 03:59:04 main:574] : INFO : Epoch 1767 | loss: 0.0311778 | val_loss: 0.0311879 | Time: 2908.49 ms [2021-09-28 03:59:07 main:574] : INFO : Epoch 1768 | loss: 0.0311763 | val_loss: 0.0311876 | Time: 2783.53 ms [2021-09-28 03:59:10 main:574] : INFO : Epoch 1769 | loss: 0.0311745 | val_loss: 0.0311863 | Time: 2881.78 ms [2021-09-28 03:59:13 main:574] : INFO : Epoch 1770 | loss: 0.0311761 | val_loss: 0.0311869 | Time: 2885.22 ms [2021-09-28 03:59:15 main:574] : INFO : Epoch 1771 | loss: 0.0311769 | val_loss: 0.031185 | Time: 2717.81 ms [2021-09-28 03:59:18 main:574] : INFO : Epoch 1772 | loss: 0.0311763 | val_loss: 0.0311851 | Time: 2821.32 ms [2021-09-28 03:59:21 main:574] : INFO : Epoch 1773 | loss: 0.0311751 | val_loss: 0.0311849 | Time: 2947.9 ms [2021-09-28 03:59:24 main:574] : INFO : Epoch 1774 | loss: 0.0311742 | val_loss: 0.031186 | Time: 2808.15 ms [2021-09-28 03:59:27 main:574] : INFO : Epoch 1775 | loss: 0.0311743 | val_loss: 0.0311866 | Time: 2792.85 ms [2021-09-28 03:59:30 main:574] : INFO : Epoch 1776 | loss: 0.0311749 | val_loss: 0.0311854 | Time: 2830.57 ms [2021-09-28 03:59:32 main:574] : INFO : Epoch 1777 | loss: 0.0311758 | val_loss: 0.0311889 | Time: 2733.77 ms [2021-09-28 03:59:35 main:574] : INFO : Epoch 1778 | loss: 0.0311755 | val_loss: 0.031186 | Time: 2823.97 ms [2021-09-28 03:59:38 main:574] : INFO : Epoch 1779 | loss: 0.0311757 | val_loss: 0.0311852 | Time: 2884.92 ms [2021-09-28 03:59:41 main:574] : INFO : Epoch 1780 | loss: 0.0311748 | val_loss: 0.0311862 | Time: 2893.49 ms [2021-09-28 03:59:44 main:574] : INFO : Epoch 1781 | loss: 0.0311749 | val_loss: 0.031185 | Time: 2708.87 ms [2021-09-28 03:59:46 main:574] : INFO : Epoch 1782 | loss: 0.0311753 | val_loss: 0.0311887 | Time: 2798.23 ms [2021-09-28 03:59:49 main:574] : INFO : Epoch 1783 | loss: 0.0311759 | val_loss: 0.0311852 | Time: 2877.3 ms [2021-09-28 03:59:52 main:574] : INFO : Epoch 1784 | loss: 0.0311751 | val_loss: 0.0311901 | Time: 2850.6 ms [2021-09-28 03:59:55 main:574] : INFO : Epoch 1785 | loss: 0.0311765 | val_loss: 0.0311852 | Time: 2869.72 ms [2021-09-28 03:59:58 main:574] : INFO : Epoch 1786 | loss: 0.0311763 | val_loss: 0.0311849 | Time: 2740.21 ms [2021-09-28 04:00:01 main:574] : INFO : Epoch 1787 | loss: 0.0311754 | val_loss: 0.0311867 | Time: 2860.04 ms [2021-09-28 04:00:03 main:574] : INFO : Epoch 1788 | loss: 0.0311754 | val_loss: 0.0311855 | Time: 2787.46 ms [2021-09-28 04:00:06 main:574] : INFO : Epoch 1789 | loss: 0.0311754 | val_loss: 0.0311855 | Time: 2904.1 ms [2021-09-28 04:00:09 main:574] : INFO : Epoch 1790 | loss: 0.031175 | val_loss: 0.031185 | Time: 2862.21 ms [2021-09-28 04:00:12 main:574] : INFO : Epoch 1791 | loss: 0.0311753 | val_loss: 0.0311851 | Time: 2829.85 ms [2021-09-28 04:00:15 main:574] : INFO : Epoch 1792 | loss: 0.0311743 | val_loss: 0.0311861 | Time: 2709.37 ms [2021-09-28 04:00:18 main:574] : INFO : Epoch 1793 | loss: 0.0311751 | val_loss: 0.0311876 | Time: 2989.09 ms [2021-09-28 04:00:21 main:574] : INFO : Epoch 1794 | loss: 0.0311754 | val_loss: 0.031185 | Time: 2964.71 ms [2021-09-28 04:00:24 main:574] : INFO : Epoch 1795 | loss: 0.0311761 | val_loss: 0.0311857 | Time: 2888.4 ms [2021-09-28 04:00:26 main:574] : INFO : Epoch 1796 | loss: 0.031177 | val_loss: 0.0311857 | Time: 2810.76 ms [2021-09-28 04:00:29 main:574] : INFO : Epoch 1797 | loss: 0.0311756 | val_loss: 0.0311876 | Time: 2799.69 ms [2021-09-28 04:00:32 main:574] : INFO : Epoch 1798 | loss: 0.0311752 | val_loss: 0.0311853 | Time: 2811.14 ms [2021-09-28 04:00:35 main:574] : INFO : Epoch 1799 | loss: 0.0311745 | val_loss: 0.0311868 | Time: 3006.61 ms [2021-09-28 04:00:38 main:574] : INFO : Epoch 1800 | loss: 0.0311744 | val_loss: 0.0311872 | Time: 2833.26 ms [2021-09-28 04:00:41 main:574] : INFO : Epoch 1801 | loss: 0.0311752 | val_loss: 0.0311857 | Time: 2704.91 ms [2021-09-28 04:00:44 main:574] : INFO : Epoch 1802 | loss: 0.0311741 | val_loss: 0.0311853 | Time: 2852.14 ms [2021-09-28 04:00:46 main:574] : INFO : Epoch 1803 | loss: 0.0311741 | val_loss: 0.0311857 | Time: 2925.4 ms [2021-09-28 04:00:49 main:574] : INFO : Epoch 1804 | loss: 0.0311753 | val_loss: 0.0311873 | Time: 2816.74 ms [2021-09-28 04:00:52 main:574] : INFO : Epoch 1805 | loss: 0.0311745 | val_loss: 0.0311852 | Time: 2896.82 ms [2021-09-28 04:00:55 main:574] : INFO : Epoch 1806 | loss: 0.0311744 | val_loss: 0.0311852 | Time: 3080.38 ms [2021-09-28 04:00:58 main:574] : INFO : Epoch 1807 | loss: 0.031175 | val_loss: 0.0311901 | Time: 2843.88 ms [2021-09-28 04:01:01 main:574] : INFO : Epoch 1808 | loss: 0.0311753 | val_loss: 0.0311855 | Time: 2822.67 ms [2021-09-28 04:01:04 main:574] : INFO : Epoch 1809 | loss: 0.0311746 | val_loss: 0.031185 | Time: 2988.6 ms [2021-09-28 04:01:07 main:574] : INFO : Epoch 1810 | loss: 0.0311751 | val_loss: 0.0311882 | Time: 2744.57 ms [2021-09-28 04:01:10 main:574] : INFO : Epoch 1811 | loss: 0.0311775 | val_loss: 0.0311883 | Time: 2864.67 ms [2021-09-28 04:01:12 main:574] : INFO : Epoch 1812 | loss: 0.0311754 | val_loss: 0.0311873 | Time: 2896.13 ms [2021-09-28 04:01:15 main:574] : INFO : Epoch 1813 | loss: 0.0311748 | val_loss: 0.031188 | Time: 2967.04 ms [2021-09-28 04:01:18 main:574] : INFO : Epoch 1814 | loss: 0.0311748 | val_loss: 0.0311891 | Time: 2891.53 ms [2021-09-28 04:01:21 main:574] : INFO : Epoch 1815 | loss: 0.0311764 | val_loss: 0.0311881 | Time: 2681.34 ms [2021-09-28 04:01:24 main:574] : INFO : Epoch 1816 | loss: 0.0311761 | val_loss: 0.0311928 | Time: 2863.67 ms [2021-09-28 04:01:27 main:574] : INFO : Epoch 1817 | loss: 0.0311788 | val_loss: 0.0311878 | Time: 2730.4 ms [2021-09-28 04:01:29 main:574] : INFO : Epoch 1818 | loss: 0.0311755 | val_loss: 0.031186 | Time: 2648.09 ms [2021-09-28 04:01:32 main:574] : INFO : Epoch 1819 | loss: 0.031175 | val_loss: 0.0311868 | Time: 2828.6 ms [2021-09-28 04:01:35 main:574] : INFO : Epoch 1820 | loss: 0.0311751 | val_loss: 0.0311883 | Time: 2862.59 ms [2021-09-28 04:01:38 main:574] : INFO : Epoch 1821 | loss: 0.0311768 | val_loss: 0.0311865 | Time: 2785.83 ms [2021-09-28 04:01:41 main:574] : INFO : Epoch 1822 | loss: 0.0311756 | val_loss: 0.0311868 | Time: 2946.58 ms [2021-09-28 04:01:43 main:574] : INFO : Epoch 1823 | loss: 0.0311756 | val_loss: 0.0311855 | Time: 2743.5 ms [2021-09-28 04:01:46 main:574] : INFO : Epoch 1824 | loss: 0.0311754 | val_loss: 0.0311886 | Time: 2916.89 ms [2021-09-28 04:01:49 main:574] : INFO : Epoch 1825 | loss: 0.0311754 | val_loss: 0.0311861 | Time: 2770.61 ms [2021-09-28 04:01:52 main:574] : INFO : Epoch 1826 | loss: 0.0311745 | val_loss: 0.0311854 | Time: 2879.18 ms [2021-09-28 04:01:55 main:574] : INFO : Epoch 1827 | loss: 0.0311757 | val_loss: 0.031188 | Time: 2778.35 ms [2021-09-28 04:01:58 main:574] : INFO : Epoch 1828 | loss: 0.0311755 | val_loss: 0.0311858 | Time: 2709.93 ms [2021-09-28 04:02:01 main:574] : INFO : Epoch 1829 | loss: 0.0311754 | val_loss: 0.0311916 | Time: 2972.6 ms [2021-09-28 04:02:03 main:574] : INFO : Epoch 1830 | loss: 0.0311748 | val_loss: 0.0311859 | Time: 2779.26 ms [2021-09-28 04:02:06 main:574] : INFO : Epoch 1831 | loss: 0.0311745 | val_loss: 0.0311848 | Time: 2814.52 ms [2021-09-28 04:02:09 main:574] : INFO : Epoch 1832 | loss: 0.0311749 | val_loss: 0.0311867 | Time: 2814.15 ms [2021-09-28 04:02:12 main:574] : INFO : Epoch 1833 | loss: 0.0311764 | val_loss: 0.0311872 | Time: 2790.94 ms [2021-09-28 04:02:15 main:574] : INFO : Epoch 1834 | loss: 0.0311743 | val_loss: 0.0311862 | Time: 2959.91 ms [2021-09-28 04:02:18 main:574] : INFO : Epoch 1835 | loss: 0.0311765 | val_loss: 0.0311888 | Time: 3085.49 ms [2021-09-28 04:02:21 main:574] : INFO : Epoch 1836 | loss: 0.0311764 | val_loss: 0.0311874 | Time: 3197.32 ms [2021-09-28 04:02:34 main:574] : INFO : Epoch 1837 | loss: 0.0311761 | val_loss: 0.0311871 | Time: 12865.4 ms [2021-09-28 04:02:37 main:574] : INFO : Epoch 1838 | loss: 0.031175 | val_loss: 0.0311858 | Time: 2849.68 ms [2021-09-28 04:02:40 main:574] : INFO : Epoch 1839 | loss: 0.0311779 | val_loss: 0.031185 | Time: 3018.09 ms [2021-09-28 04:02:43 main:574] : INFO : Epoch 1840 | loss: 0.0311767 | val_loss: 0.0311943 | Time: 2941.79 ms [2021-09-28 04:02:45 main:574] : INFO : Epoch 1841 | loss: 0.0311752 | val_loss: 0.0311865 | Time: 2673.3 ms [2021-09-28 04:02:48 main:574] : INFO : Epoch 1842 | loss: 0.0311742 | val_loss: 0.0311853 | Time: 2700.03 ms [2021-09-28 04:02:51 main:574] : INFO : Epoch 1843 | loss: 0.0311748 | val_loss: 0.031185 | Time: 2850.59 ms [2021-09-28 04:02:54 main:574] : INFO : Epoch 1844 | loss: 0.031176 | val_loss: 0.0311855 | Time: 2759.47 ms [2021-09-28 04:02:57 main:574] : INFO : Epoch 1845 | loss: 0.0311752 | val_loss: 0.0311866 | Time: 2951.16 ms [2021-09-28 04:03:00 main:574] : INFO : Epoch 1846 | loss: 0.0311749 | val_loss: 0.031186 | Time: 2784.29 ms [2021-09-28 04:03:02 main:574] : INFO : Epoch 1847 | loss: 0.0311749 | val_loss: 0.0311851 | Time: 2846.06 ms [2021-09-28 04:03:05 main:574] : INFO : Epoch 1848 | loss: 0.0311749 | val_loss: 0.031185 | Time: 2838.39 ms [2021-09-28 04:03:08 main:574] : INFO : Epoch 1849 | loss: 0.0311745 | val_loss: 0.0311851 | Time: 2713.26 ms [2021-09-28 04:03:11 main:574] : INFO : Epoch 1850 | loss: 0.031174 | val_loss: 0.0311865 | Time: 2947.92 ms [2021-09-28 04:03:14 main:574] : INFO : Epoch 1851 | loss: 0.0311751 | val_loss: 0.0311855 | Time: 2787.46 ms [2021-09-28 04:03:17 main:574] : INFO : Epoch 1852 | loss: 0.0311752 | val_loss: 0.0311891 | Time: 2842.53 ms [2021-09-28 04:03:20 main:574] : INFO : Epoch 1853 | loss: 0.0311751 | val_loss: 0.0311864 | Time: 3010.52 ms [2021-09-28 04:03:22 main:574] : INFO : Epoch 1854 | loss: 0.0311748 | val_loss: 0.0311854 | Time: 2861.27 ms [2021-09-28 04:03:25 main:574] : INFO : Epoch 1855 | loss: 0.0311745 | val_loss: 0.0311938 | Time: 2902.42 ms [2021-09-28 04:03:28 main:574] : INFO : Epoch 1856 | loss: 0.031176 | val_loss: 0.0311853 | Time: 2810.29 ms [2021-09-28 04:03:31 main:574] : INFO : Epoch 1857 | loss: 0.0311753 | val_loss: 0.0311868 | Time: 2796.01 ms [2021-09-28 04:03:34 main:574] : INFO : Epoch 1858 | loss: 0.0311757 | val_loss: 0.0311864 | Time: 2904.52 ms [2021-09-28 04:03:37 main:574] : INFO : Epoch 1859 | loss: 0.0311746 | val_loss: 0.0311869 | Time: 2724.29 ms [2021-09-28 04:03:40 main:574] : INFO : Epoch 1860 | loss: 0.0311751 | val_loss: 0.0311868 | Time: 3007.11 ms [2021-09-28 04:03:42 main:574] : INFO : Epoch 1861 | loss: 0.0311756 | val_loss: 0.0311882 | Time: 2766.13 ms [2021-09-28 04:03:45 main:574] : INFO : Epoch 1862 | loss: 0.031178 | val_loss: 0.0311852 | Time: 2903.19 ms [2021-09-28 04:03:48 main:574] : INFO : Epoch 1863 | loss: 0.0311744 | val_loss: 0.0311871 | Time: 2960.45 ms [2021-09-28 04:03:51 main:574] : INFO : Epoch 1864 | loss: 0.0311751 | val_loss: 0.031185 | Time: 2909.36 ms [2021-09-28 04:03:54 main:574] : INFO : Epoch 1865 | loss: 0.0311752 | val_loss: 0.0311874 | Time: 2719.78 ms [2021-09-28 04:03:57 main:574] : INFO : Epoch 1866 | loss: 0.0311749 | val_loss: 0.0311853 | Time: 2844.72 ms [2021-09-28 04:04:00 main:574] : INFO : Epoch 1867 | loss: 0.0311774 | val_loss: 0.0311909 | Time: 2938.23 ms [2021-09-28 04:04:03 main:574] : INFO : Epoch 1868 | loss: 0.0311757 | val_loss: 0.0311866 | Time: 2916.74 ms [2021-09-28 04:04:06 main:574] : INFO : Epoch 1869 | loss: 0.0311751 | val_loss: 0.031187 | Time: 2884.6 ms [2021-09-28 04:04:08 main:574] : INFO : Epoch 1870 | loss: 0.0311758 | val_loss: 0.0311911 | Time: 2840.87 ms [2021-09-28 04:04:11 main:574] : INFO : Epoch 1871 | loss: 0.0311784 | val_loss: 0.0311899 | Time: 2873.31 ms [2021-09-28 04:04:14 main:574] : INFO : Epoch 1872 | loss: 0.0311764 | val_loss: 0.0311891 | Time: 2845.18 ms [2021-09-28 04:04:17 main:574] : INFO : Epoch 1873 | loss: 0.0311755 | val_loss: 0.0311867 | Time: 2890.94 ms [2021-09-28 04:04:20 main:574] : INFO : Epoch 1874 | loss: 0.0311753 | val_loss: 0.0311854 | Time: 2908.19 ms [2021-09-28 04:04:23 main:574] : INFO : Epoch 1875 | loss: 0.0311751 | val_loss: 0.0311857 | Time: 2777.55 ms [2021-09-28 04:04:26 main:574] : INFO : Epoch 1876 | loss: 0.0311742 | val_loss: 0.0311852 | Time: 2834.88 ms [2021-09-28 04:04:28 main:574] : INFO : Epoch 1877 | loss: 0.031175 | val_loss: 0.0311853 | Time: 2782.23 ms [2021-09-28 04:04:31 main:574] : INFO : Epoch 1878 | loss: 0.0311764 | val_loss: 0.0311871 | Time: 2725.49 ms [2021-09-28 04:04:34 main:574] : INFO : Epoch 1879 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 2769.88 ms [2021-09-28 04:04:37 main:574] : INFO : Epoch 1880 | loss: 0.0311754 | val_loss: 0.0311879 | Time: 2797.48 ms [2021-09-28 04:04:40 main:574] : INFO : Epoch 1881 | loss: 0.0311753 | val_loss: 0.0311876 | Time: 2989.32 ms [2021-09-28 04:04:42 main:574] : INFO : Epoch 1882 | loss: 0.0311755 | val_loss: 0.0311869 | Time: 2750.59 ms [2021-09-28 04:04:45 main:574] : INFO : Epoch 1883 | loss: 0.0311757 | val_loss: 0.0311876 | Time: 2786.94 ms [2021-09-28 04:04:48 main:574] : INFO : Epoch 1884 | loss: 0.0311748 | val_loss: 0.0311872 | Time: 3026.76 ms [2021-09-28 04:04:51 main:574] : INFO : Epoch 1885 | loss: 0.0311787 | val_loss: 0.0311893 | Time: 2809.73 ms [2021-09-28 04:04:54 main:574] : INFO : Epoch 1886 | loss: 0.0311769 | val_loss: 0.0311879 | Time: 2870.41 ms [2021-09-28 04:04:57 main:574] : INFO : Epoch 1887 | loss: 0.0311754 | val_loss: 0.0311873 | Time: 2734.98 ms [2021-09-28 04:05:00 main:574] : INFO : Epoch 1888 | loss: 0.0311759 | val_loss: 0.031191 | Time: 2830.76 ms [2021-09-28 04:05:02 main:574] : INFO : Epoch 1889 | loss: 0.0311749 | val_loss: 0.0311862 | Time: 2857.13 ms [2021-09-28 04:05:05 main:574] : INFO : Epoch 1890 | loss: 0.0311747 | val_loss: 0.0311869 | Time: 2720.31 ms [2021-09-28 04:05:08 main:574] : INFO : Epoch 1891 | loss: 0.0311759 | val_loss: 0.031193 | Time: 2979.54 ms [2021-09-28 04:05:11 main:574] : INFO : Epoch 1892 | loss: 0.0311765 | val_loss: 0.0311861 | Time: 2893.97 ms [2021-09-28 04:05:14 main:574] : INFO : Epoch 1893 | loss: 0.0311766 | val_loss: 0.0311884 | Time: 2916.55 ms [2021-09-28 04:05:17 main:574] : INFO : Epoch 1894 | loss: 0.0311757 | val_loss: 0.0311895 | Time: 2879.47 ms [2021-09-28 04:05:19 main:574] : INFO : Epoch 1895 | loss: 0.0311749 | val_loss: 0.0311875 | Time: 2650.67 ms [2021-09-28 04:05:22 main:574] : INFO : Epoch 1896 | loss: 0.0311768 | val_loss: 0.031187 | Time: 2948.44 ms [2021-09-28 04:05:25 main:574] : INFO : Epoch 1897 | loss: 0.0311757 | val_loss: 0.0311888 | Time: 2780.81 ms [2021-09-28 04:05:28 main:574] : INFO : Epoch 1898 | loss: 0.0311766 | val_loss: 0.0311894 | Time: 2827.91 ms [2021-09-28 04:05:31 main:574] : INFO : Epoch 1899 | loss: 0.0311756 | val_loss: 0.0311863 | Time: 2836.87 ms [2021-09-28 04:05:34 main:574] : INFO : Epoch 1900 | loss: 0.0311753 | val_loss: 0.0311869 | Time: 2723.61 ms [2021-09-28 04:05:37 main:574] : INFO : Epoch 1901 | loss: 0.031175 | val_loss: 0.0311849 | Time: 2898.82 ms [2021-09-28 04:05:39 main:574] : INFO : Epoch 1902 | loss: 0.0311767 | val_loss: 0.0311884 | Time: 2673.32 ms [2021-09-28 04:05:42 main:574] : INFO : Epoch 1903 | loss: 0.0311757 | val_loss: 0.0311863 | Time: 2768.5 ms [2021-09-28 04:05:45 main:574] : INFO : Epoch 1904 | loss: 0.0311752 | val_loss: 0.0311848 | Time: 2821.31 ms [2021-09-28 04:05:48 main:574] : INFO : Epoch 1905 | loss: 0.0311746 | val_loss: 0.0311857 | Time: 2829.49 ms [2021-09-28 04:05:51 main:574] : INFO : Epoch 1906 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 2859.9 ms [2021-09-28 04:05:53 main:574] : INFO : Epoch 1907 | loss: 0.0311761 | val_loss: 0.0311894 | Time: 2737.12 ms [2021-09-28 04:05:56 main:574] : INFO : Epoch 1908 | loss: 0.0311751 | val_loss: 0.0311885 | Time: 2785.51 ms [2021-09-28 04:05:59 main:574] : INFO : Epoch 1909 | loss: 0.0311744 | val_loss: 0.0311874 | Time: 2861.45 ms [2021-09-28 04:06:02 main:574] : INFO : Epoch 1910 | loss: 0.0311772 | val_loss: 0.0311903 | Time: 2712.02 ms [2021-09-28 04:06:04 main:574] : INFO : Epoch 1911 | loss: 0.0311767 | val_loss: 0.0311876 | Time: 2752.94 ms [2021-09-28 04:06:07 main:574] : INFO : Epoch 1912 | loss: 0.0311744 | val_loss: 0.0311859 | Time: 2759.48 ms [2021-09-28 04:06:10 main:574] : INFO : Epoch 1913 | loss: 0.0311741 | val_loss: 0.0311851 | Time: 2815.7 ms [2021-09-28 04:06:13 main:574] : INFO : Epoch 1914 | loss: 0.031175 | val_loss: 0.0311862 | Time: 2820.85 ms [2021-09-28 04:06:16 main:574] : INFO : Epoch 1915 | loss: 0.0311746 | val_loss: 0.0311883 | Time: 2833.3 ms [2021-09-28 04:06:18 main:574] : INFO : Epoch 1916 | loss: 0.0311747 | val_loss: 0.0311851 | Time: 2821.29 ms [2021-09-28 04:06:21 main:574] : INFO : Epoch 1917 | loss: 0.0311749 | val_loss: 0.0311865 | Time: 2924.85 ms [2021-09-28 04:06:24 main:574] : INFO : Epoch 1918 | loss: 0.0311758 | val_loss: 0.0311876 | Time: 2927.23 ms [2021-09-28 04:06:27 main:574] : INFO : Epoch 1919 | loss: 0.031176 | val_loss: 0.0311876 | Time: 2872.26 ms [2021-09-28 04:06:30 main:574] : INFO : Epoch 1920 | loss: 0.0311755 | val_loss: 0.0311862 | Time: 2745.89 ms [2021-09-28 04:06:33 main:574] : INFO : Epoch 1921 | loss: 0.031175 | val_loss: 0.0311867 | Time: 2895.36 ms [2021-09-28 04:06:36 main:574] : INFO : Epoch 1922 | loss: 0.0311756 | val_loss: 0.0311878 | Time: 2797.7 ms [2021-09-28 04:06:38 main:574] : INFO : Epoch 1923 | loss: 0.0311749 | val_loss: 0.0311859 | Time: 2766.54 ms [2021-09-28 04:06:41 main:574] : INFO : Epoch 1924 | loss: 0.0311746 | val_loss: 0.0311872 | Time: 2875.05 ms [2021-09-28 04:06:44 main:574] : INFO : Epoch 1925 | loss: 0.0311745 | val_loss: 0.0311873 | Time: 2758.9 ms [2021-09-28 04:06:47 main:574] : INFO : Epoch 1926 | loss: 0.0311769 | val_loss: 0.0311871 | Time: 2879.4 ms [2021-09-28 04:06:50 main:574] : INFO : Epoch 1927 | loss: 0.031176 | val_loss: 0.0311867 | Time: 2841.11 ms [2021-09-28 04:06:53 main:574] : INFO : Epoch 1928 | loss: 0.0311832 | val_loss: 0.0311959 | Time: 2785.64 ms [2021-09-28 04:06:56 main:574] : INFO : Epoch 1929 | loss: 0.03118 | val_loss: 0.0311879 | Time: 2910.78 ms [2021-09-28 04:06:58 main:574] : INFO : Epoch 1930 | loss: 0.0311764 | val_loss: 0.0311858 | Time: 2840.42 ms [2021-09-28 04:07:01 main:574] : INFO : Epoch 1931 | loss: 0.0311753 | val_loss: 0.0311867 | Time: 2933.02 ms [2021-09-28 04:07:04 main:574] : INFO : Epoch 1932 | loss: 0.0311753 | val_loss: 0.0311877 | Time: 2799.49 ms [2021-09-28 04:07:07 main:574] : INFO : Epoch 1933 | loss: 0.0311761 | val_loss: 0.0311849 | Time: 2881.51 ms [2021-09-28 04:07:10 main:574] : INFO : Epoch 1934 | loss: 0.0311752 | val_loss: 0.0311859 | Time: 2723.43 ms [2021-09-28 04:07:13 main:574] : INFO : Epoch 1935 | loss: 0.0311749 | val_loss: 0.0311903 | Time: 2785.22 ms [2021-09-28 04:07:15 main:574] : INFO : Epoch 1936 | loss: 0.0311763 | val_loss: 0.0311858 | Time: 2842.88 ms [2021-09-28 04:07:18 main:574] : INFO : Epoch 1937 | loss: 0.0311745 | val_loss: 0.0311849 | Time: 2818.66 ms [2021-09-28 04:07:21 main:574] : INFO : Epoch 1938 | loss: 0.0311747 | val_loss: 0.0311869 | Time: 2795.71 ms [2021-09-28 04:07:24 main:574] : INFO : Epoch 1939 | loss: 0.0311751 | val_loss: 0.0311892 | Time: 2823.47 ms [2021-09-28 04:07:27 main:574] : INFO : Epoch 1940 | loss: 0.031175 | val_loss: 0.0311879 | Time: 2756.14 ms [2021-09-28 04:07:30 main:574] : INFO : Epoch 1941 | loss: 0.0311775 | val_loss: 0.0311866 | Time: 2939.83 ms [2021-09-28 04:07:32 main:574] : INFO : Epoch 1942 | loss: 0.0311762 | val_loss: 0.0311892 | Time: 2737.89 ms [2021-09-28 04:07:35 main:574] : INFO : Epoch 1943 | loss: 0.031177 | val_loss: 0.0311873 | Time: 2787.25 ms [2021-09-28 04:07:38 main:574] : INFO : Epoch 1944 | loss: 0.0311767 | val_loss: 0.0311903 | Time: 2812.06 ms [2021-09-28 04:07:41 main:574] : INFO : Epoch 1945 | loss: 0.0311757 | val_loss: 0.0311888 | Time: 2752.5 ms [2021-09-28 04:07:44 main:574] : INFO : Epoch 1946 | loss: 0.0311768 | val_loss: 0.0311871 | Time: 2784.41 ms [2021-09-28 04:07:46 main:574] : INFO : Epoch 1947 | loss: 0.0311771 | val_loss: 0.0311851 | Time: 2742.83 ms [2021-09-28 04:07:49 main:574] : INFO : Epoch 1948 | loss: 0.0311744 | val_loss: 0.0311874 | Time: 2727.34 ms [2021-09-28 04:07:52 main:574] : INFO : Epoch 1949 | loss: 0.0311756 | val_loss: 0.0311888 | Time: 2888.57 ms [2021-09-28 04:07:55 main:574] : INFO : Epoch 1950 | loss: 0.031175 | val_loss: 0.0311853 | Time: 2781.21 ms [2021-09-28 04:07:57 main:574] : INFO : Epoch 1951 | loss: 0.031175 | val_loss: 0.031188 | Time: 2719.45 ms [2021-09-28 04:08:00 main:574] : INFO : Epoch 1952 | loss: 0.0311749 | val_loss: 0.0311857 | Time: 2899.04 ms [2021-09-28 04:08:03 main:574] : INFO : Epoch 1953 | loss: 0.0311748 | val_loss: 0.0311855 | Time: 2745.13 ms [2021-09-28 04:08:06 main:574] : INFO : Epoch 1954 | loss: 0.0311756 | val_loss: 0.031185 | Time: 2853.32 ms [2021-09-28 04:08:09 main:574] : INFO : Epoch 1955 | loss: 0.0311752 | val_loss: 0.0311876 | Time: 2845.45 ms [2021-09-28 04:08:12 main:574] : INFO : Epoch 1956 | loss: 0.031176 | val_loss: 0.0311871 | Time: 2845.55 ms [2021-09-28 04:08:15 main:574] : INFO : Epoch 1957 | loss: 0.0311758 | val_loss: 0.0311853 | Time: 2872.26 ms [2021-09-28 04:08:17 main:574] : INFO : Epoch 1958 | loss: 0.0311749 | val_loss: 0.0311862 | Time: 2779.25 ms [2021-09-28 04:08:20 main:574] : INFO : Epoch 1959 | loss: 0.0311757 | val_loss: 0.031187 | Time: 2767.66 ms [2021-09-28 04:08:23 main:574] : INFO : Epoch 1960 | loss: 0.031177 | val_loss: 0.0311907 | Time: 2717.92 ms [2021-09-28 04:08:26 main:574] : INFO : Epoch 1961 | loss: 0.0311786 | val_loss: 0.0311875 | Time: 2907.06 ms [2021-09-28 04:08:29 main:574] : INFO : Epoch 1962 | loss: 0.0311756 | val_loss: 0.0311862 | Time: 2976.64 ms [2021-09-28 04:08:31 main:574] : INFO : Epoch 1963 | loss: 0.0311747 | val_loss: 0.0311854 | Time: 2738.49 ms [2021-09-28 04:08:34 main:574] : INFO : Epoch 1964 | loss: 0.0311741 | val_loss: 0.0311854 | Time: 2911.68 ms [2021-09-28 04:08:37 main:574] : INFO : Epoch 1965 | loss: 0.0311747 | val_loss: 0.0311855 | Time: 2853.98 ms [2021-09-28 04:08:40 main:574] : INFO : Epoch 1966 | loss: 0.0311757 | val_loss: 0.0311865 | Time: 3082.23 ms [2021-09-28 04:08:43 main:574] : INFO : Epoch 1967 | loss: 0.0311746 | val_loss: 0.0311856 | Time: 2768.09 ms [2021-09-28 04:08:46 main:574] : INFO : Epoch 1968 | loss: 0.0311749 | val_loss: 0.031187 | Time: 2767.91 ms [2021-09-28 04:08:49 main:574] : INFO : Epoch 1969 | loss: 0.0311743 | val_loss: 0.0311863 | Time: 2778.29 ms [2021-09-28 04:08:52 main:574] : INFO : Epoch 1970 | loss: 0.0311765 | val_loss: 0.0311883 | Time: 2854.16 ms [2021-09-28 04:08:55 main:574] : INFO : Epoch 1971 | loss: 0.0311756 | val_loss: 0.0311858 | Time: 2996.55 ms [2021-09-28 04:08:57 main:574] : INFO : Epoch 1972 | loss: 0.0311756 | val_loss: 0.0311854 | Time: 2862.49 ms [2021-09-28 04:09:00 main:574] : INFO : Epoch 1973 | loss: 0.031176 | val_loss: 0.0311852 | Time: 2889.69 ms [2021-09-28 04:09:03 main:574] : INFO : Epoch 1974 | loss: 0.0311755 | val_loss: 0.0311871 | Time: 2897.1 ms [2021-09-28 04:09:06 main:574] : INFO : Epoch 1975 | loss: 0.0311759 | val_loss: 0.0311874 | Time: 2758.47 ms [2021-09-28 04:09:09 main:574] : INFO : Epoch 1976 | loss: 0.0311749 | val_loss: 0.0311852 | Time: 2762.88 ms [2021-09-28 04:09:11 main:574] : INFO : Epoch 1977 | loss: 0.031177 | val_loss: 0.0311858 | Time: 2663.35 ms [2021-09-28 04:09:14 main:574] : INFO : Epoch 1978 | loss: 0.0311763 | val_loss: 0.0311885 | Time: 2720.3 ms [2021-09-28 04:09:17 main:574] : INFO : Epoch 1979 | loss: 0.0311783 | val_loss: 0.0311887 | Time: 2933.17 ms [2021-09-28 04:09:20 main:574] : INFO : Epoch 1980 | loss: 0.0311755 | val_loss: 0.0311857 | Time: 2707.22 ms [2021-09-28 04:09:23 main:574] : INFO : Epoch 1981 | loss: 0.0311741 | val_loss: 0.0311861 | Time: 2797.59 ms [2021-09-28 04:09:25 main:574] : INFO : Epoch 1982 | loss: 0.0311742 | val_loss: 0.0311862 | Time: 2870.66 ms [2021-09-28 04:09:28 main:574] : INFO : Epoch 1983 | loss: 0.0311744 | val_loss: 0.0311857 | Time: 2817.73 ms [2021-09-28 04:09:31 main:574] : INFO : Epoch 1984 | loss: 0.0311742 | val_loss: 0.031186 | Time: 2780.03 ms [2021-09-28 04:09:34 main:574] : INFO : Epoch 1985 | loss: 0.0311745 | val_loss: 0.0311871 | Time: 2708.59 ms [2021-09-28 04:09:37 main:574] : INFO : Epoch 1986 | loss: 0.0311743 | val_loss: 0.0311854 | Time: 2782.25 ms [2021-09-28 04:09:39 main:574] : INFO : Epoch 1987 | loss: 0.0311749 | val_loss: 0.0311853 | Time: 2809.74 ms [2021-09-28 04:09:42 main:574] : INFO : Epoch 1988 | loss: 0.0311754 | val_loss: 0.0311873 | Time: 3025.08 ms [2021-09-28 04:09:45 main:574] : INFO : Epoch 1989 | loss: 0.0311766 | val_loss: 0.0311853 | Time: 2895.17 ms [2021-09-28 04:09:48 main:574] : INFO : Epoch 1990 | loss: 0.0311749 | val_loss: 0.0311876 | Time: 2820.09 ms [2021-09-28 04:09:51 main:574] : INFO : Epoch 1991 | loss: 0.0311749 | val_loss: 0.0311854 | Time: 2912.17 ms [2021-09-28 04:09:54 main:574] : INFO : Epoch 1992 | loss: 0.0311753 | val_loss: 0.0311861 | Time: 2826.75 ms [2021-09-28 04:09:57 main:574] : INFO : Epoch 1993 | loss: 0.0311751 | val_loss: 0.0311859 | Time: 2734.07 ms [2021-09-28 04:09:59 main:574] : INFO : Epoch 1994 | loss: 0.0311741 | val_loss: 0.0311854 | Time: 2740.22 ms [2021-09-28 04:10:02 main:574] : INFO : Epoch 1995 | loss: 0.0311752 | val_loss: 0.0311857 | Time: 2792.38 ms [2021-09-28 04:10:05 main:574] : INFO : Epoch 1996 | loss: 0.0311754 | val_loss: 0.0311874 | Time: 2892.25 ms [2021-09-28 04:10:08 main:574] : INFO : Epoch 1997 | loss: 0.0311769 | val_loss: 0.0311857 | Time: 2828.48 ms [2021-09-28 04:10:11 main:574] : INFO : Epoch 1998 | loss: 0.0311751 | val_loss: 0.0311871 | Time: 2815.38 ms [2021-09-28 04:10:14 main:574] : INFO : Epoch 1999 | loss: 0.0311757 | val_loss: 0.0311886 | Time: 2958.09 ms [2021-09-28 04:10:17 main:574] : INFO : Epoch 2000 | loss: 0.0311762 | val_loss: 0.0311861 | Time: 2974.33 ms [2021-09-28 04:10:20 main:574] : INFO : Epoch 2001 | loss: 0.0311754 | val_loss: 0.0311861 | Time: 2881.9 ms [2021-09-28 04:10:22 main:574] : INFO : Epoch 2002 | loss: 0.0311747 | val_loss: 0.0311868 | Time: 2718.29 ms [2021-09-28 04:10:25 main:574] : INFO : Epoch 2003 | loss: 0.0311747 | val_loss: 0.0311892 | Time: 2795.58 ms [2021-09-28 04:10:28 main:574] : INFO : Epoch 2004 | loss: 0.0311758 | val_loss: 0.0311866 | Time: 2822.63 ms [2021-09-28 04:10:31 main:574] : INFO : Epoch 2005 | loss: 0.0311768 | val_loss: 0.0311881 | Time: 2752.71 ms [2021-09-28 04:10:33 main:574] : INFO : Epoch 2006 | loss: 0.031178 | val_loss: 0.0311923 | Time: 2738.26 ms [2021-09-28 04:10:36 main:574] : INFO : Epoch 2007 | loss: 0.0311762 | val_loss: 0.0311916 | Time: 2735.3 ms [2021-09-28 04:10:39 main:574] : INFO : Epoch 2008 | loss: 0.0311752 | val_loss: 0.031185 | Time: 2868.7 ms [2021-09-28 04:10:42 main:574] : INFO : Epoch 2009 | loss: 0.0311744 | val_loss: 0.0311852 | Time: 2837.51 ms [2021-09-28 04:10:45 main:574] : INFO : Epoch 2010 | loss: 0.0311754 | val_loss: 0.0311861 | Time: 2729.85 ms [2021-09-28 04:10:48 main:574] : INFO : Epoch 2011 | loss: 0.0311761 | val_loss: 0.0311888 | Time: 2958.58 ms [2021-09-28 04:10:50 main:574] : INFO : Epoch 2012 | loss: 0.0311754 | val_loss: 0.0311866 | Time: 2840.73 ms [2021-09-28 04:10:53 main:574] : INFO : Epoch 2013 | loss: 0.0311746 | val_loss: 0.031187 | Time: 2815.54 ms [2021-09-28 04:10:56 main:574] : INFO : Epoch 2014 | loss: 0.0311751 | val_loss: 0.0311859 | Time: 2776.62 ms [2021-09-28 04:10:59 main:574] : INFO : Epoch 2015 | loss: 0.0311745 | val_loss: 0.0311879 | Time: 2790.73 ms [2021-09-28 04:11:02 main:574] : INFO : Epoch 2016 | loss: 0.0311744 | val_loss: 0.0311865 | Time: 2915.48 ms [2021-09-28 04:11:05 main:574] : INFO : Epoch 2017 | loss: 0.0311757 | val_loss: 0.0311848 | Time: 2816.35 ms [2021-09-28 04:11:07 main:574] : INFO : Epoch 2018 | loss: 0.0311778 | val_loss: 0.0311862 | Time: 2696.58 ms [2021-09-28 04:11:10 main:574] : INFO : Epoch 2019 | loss: 0.0311777 | val_loss: 0.0311871 | Time: 2903.58 ms [2021-09-28 04:11:13 main:574] : INFO : Epoch 2020 | loss: 0.0311782 | val_loss: 0.0311879 | Time: 2862.46 ms [2021-09-28 04:11:16 main:574] : INFO : Epoch 2021 | loss: 0.0311781 | val_loss: 0.0311885 | Time: 2889.56 ms [2021-09-28 04:11:19 main:574] : INFO : Epoch 2022 | loss: 0.0311794 | val_loss: 0.0311875 | Time: 2876.24 ms [2021-09-28 04:11:22 main:574] : INFO : Epoch 2023 | loss: 0.0311769 | val_loss: 0.0311945 | Time: 2734.04 ms [2021-09-28 04:11:24 main:574] : INFO : Epoch 2024 | loss: 0.0311776 | val_loss: 0.0311876 | Time: 2858.1 ms [2021-09-28 04:11:27 main:574] : INFO : Epoch 2025 | loss: 0.0311752 | val_loss: 0.0311866 | Time: 2857.14 ms [2021-09-28 04:11:30 main:574] : INFO : Epoch 2026 | loss: 0.0311749 | val_loss: 0.0311858 | Time: 2972.72 ms [2021-09-28 04:11:33 main:574] : INFO : Epoch 2027 | loss: 0.0311767 | val_loss: 0.0311861 | Time: 2793.82 ms [2021-09-28 04:11:36 main:574] : INFO : Epoch 2028 | loss: 0.0311752 | val_loss: 0.0311877 | Time: 2984.49 ms [2021-09-28 04:11:39 main:574] : INFO : Epoch 2029 | loss: 0.0311766 | val_loss: 0.031185 | Time: 2861.91 ms [2021-09-28 04:11:42 main:574] : INFO : Epoch 2030 | loss: 0.0311763 | val_loss: 0.0311858 | Time: 2861.48 ms [2021-09-28 04:11:45 main:574] : INFO : Epoch 2031 | loss: 0.0311752 | val_loss: 0.0311873 | Time: 2817.58 ms [2021-09-28 04:11:48 main:574] : INFO : Epoch 2032 | loss: 0.0311746 | val_loss: 0.0311885 | Time: 2853.79 ms [2021-09-28 04:11:50 main:574] : INFO : Epoch 2033 | loss: 0.0311744 | val_loss: 0.0311854 | Time: 2903.75 ms [2021-09-28 04:11:53 main:574] : INFO : Epoch 2034 | loss: 0.0311747 | val_loss: 0.0311852 | Time: 2792.17 ms [2021-09-28 04:11:56 main:574] : INFO : Epoch 2035 | loss: 0.0311757 | val_loss: 0.0311865 | Time: 2718.99 ms [2021-09-28 04:11:59 main:574] : INFO : Epoch 2036 | loss: 0.0311745 | val_loss: 0.0311861 | Time: 2958.2 ms [2021-09-28 04:12:02 main:574] : INFO : Epoch 2037 | loss: 0.0311749 | val_loss: 0.0311875 | Time: 2729.98 ms [2021-09-28 04:12:05 main:574] : INFO : Epoch 2038 | loss: 0.0311755 | val_loss: 0.031188 | Time: 2938.67 ms [2021-09-28 04:12:07 main:574] : INFO : Epoch 2039 | loss: 0.0311751 | val_loss: 0.0311849 | Time: 2829.31 ms [2021-09-28 04:12:10 main:574] : INFO : Epoch 2040 | loss: 0.0311743 | val_loss: 0.031186 | Time: 2743.49 ms [2021-09-28 04:12:13 main:574] : INFO : Epoch 2041 | loss: 0.0311756 | val_loss: 0.031186 | Time: 2920.86 ms [2021-09-28 04:12:16 main:574] : INFO : Epoch 2042 | loss: 0.0311759 | val_loss: 0.0311869 | Time: 2908.07 ms [2021-09-28 04:12:19 main:574] : INFO : Epoch 2043 | loss: 0.0311901 | val_loss: 0.0311922 | Time: 2746.21 ms [2021-09-28 04:12:22 main:574] : INFO : Epoch 2044 | loss: 0.0311896 | val_loss: 0.0311945 | Time: 2830.66 ms [2021-09-28 04:12:24 main:574] : INFO : Epoch 2045 | loss: 0.0311806 | val_loss: 0.0311882 | Time: 2820.03 ms [2021-09-28 04:12:27 main:574] : INFO : Epoch 2046 | loss: 0.0311774 | val_loss: 0.0311876 | Time: 2889.87 ms [2021-09-28 04:12:30 main:574] : INFO : Epoch 2047 | loss: 0.0311756 | val_loss: 0.0311875 | Time: 2806.27 ms [2021-09-28 04:12:33 main:574] : INFO : Epoch 2048 | loss: 0.0311753 | val_loss: 0.031186 | Time: 2775.24 ms [2021-09-28 04:12:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031186 [2021-09-28 04:12:33 main:603] : INFO : Saving end state to config to file [2021-09-28 04:12:33 main:608] : INFO : Success, exiting.. 04:12:33 (7680): 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)