Task 11223751
| Name | ParityModified-1639948312-20561-3-0_0 |
| Workunit | 8495123 |
| Created | 1 Feb 2022, 15:43:14 UTC |
| Sent | 15 Feb 2022, 21:42:14 UTC |
| Report deadline | 23 Feb 2022, 21:42:14 UTC |
| Received | 16 Feb 2022, 0:22:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 38 min 15 sec |
| CPU time | 1 hours 33 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3:58:12 main:574] : INFO : Epoch 1542 | loss: 0.0311747 | val_loss: 0.0311801 | Time: 2965.09 ms [2022-02-15 23:58:15 main:574] : INFO : Epoch 1543 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 2943.46 ms [2022-02-15 23:58:18 main:574] : INFO : Epoch 1544 | loss: 0.0311731 | val_loss: 0.0311793 | Time: 2858.26 ms [2022-02-15 23:58:21 main:574] : INFO : Epoch 1545 | loss: 0.0311723 | val_loss: 0.0311799 | Time: 2969.52 ms [2022-02-15 23:58:24 main:574] : INFO : Epoch 1546 | loss: 0.031173 | val_loss: 0.0311764 | Time: 2925.61 ms [2022-02-15 23:58:27 main:574] : INFO : Epoch 1547 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 2990.61 ms [2022-02-15 23:58:30 main:574] : INFO : Epoch 1548 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 2945.61 ms [2022-02-15 23:58:33 main:574] : INFO : Epoch 1549 | loss: 0.0311709 | val_loss: 0.0311735 | Time: 2971.13 ms [2022-02-15 23:58:36 main:574] : INFO : Epoch 1550 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 2968.88 ms [2022-02-15 23:58:39 main:574] : INFO : Epoch 1551 | loss: 0.0311714 | val_loss: 0.0311724 | Time: 2980.17 ms [2022-02-15 23:58:42 main:574] : INFO : Epoch 1552 | loss: 0.0311701 | val_loss: 0.031175 | Time: 2971.06 ms [2022-02-15 23:58:45 main:574] : INFO : Epoch 1553 | loss: 0.0311709 | val_loss: 0.0311725 | Time: 2993.03 ms [2022-02-15 23:58:47 main:574] : INFO : Epoch 1554 | loss: 0.03117 | val_loss: 0.0311733 | Time: 2949.26 ms [2022-02-15 23:58:50 main:574] : INFO : Epoch 1555 | loss: 0.0311715 | val_loss: 0.031177 | Time: 2928.85 ms [2022-02-15 23:58:53 main:574] : INFO : Epoch 1556 | loss: 0.0311721 | val_loss: 0.0311736 | Time: 2945.28 ms [2022-02-15 23:58:56 main:574] : INFO : Epoch 1557 | loss: 0.0311712 | val_loss: 0.0311725 | Time: 3003.51 ms [2022-02-15 23:58:59 main:574] : INFO : Epoch 1558 | loss: 0.0311699 | val_loss: 0.0311721 | Time: 2968.29 ms [2022-02-15 23:59:02 main:574] : INFO : Epoch 1559 | loss: 0.0311701 | val_loss: 0.0311771 | Time: 2939.98 ms [2022-02-15 23:59:05 main:574] : INFO : Epoch 1560 | loss: 0.031171 | val_loss: 0.0311732 | Time: 2977.37 ms [2022-02-15 23:59:08 main:574] : INFO : Epoch 1561 | loss: 0.0311691 | val_loss: 0.0311733 | Time: 2959.51 ms [2022-02-15 23:59:11 main:574] : INFO : Epoch 1562 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 2915.17 ms [2022-02-15 23:59:14 main:574] : INFO : Epoch 1563 | loss: 0.0311704 | val_loss: 0.0311751 | Time: 2949.5 ms [2022-02-15 23:59:17 main:574] : INFO : Epoch 1564 | loss: 0.0311702 | val_loss: 0.0311726 | Time: 3009.95 ms [2022-02-15 23:59:20 main:574] : INFO : Epoch 1565 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 3046.71 ms [2022-02-15 23:59:23 main:574] : INFO : Epoch 1566 | loss: 0.031169 | val_loss: 0.0311733 | Time: 2890.93 ms [2022-02-15 23:59:26 main:574] : INFO : Epoch 1567 | loss: 0.0311682 | val_loss: 0.031173 | Time: 2948.99 ms [2022-02-15 23:59:29 main:574] : INFO : Epoch 1568 | loss: 0.0311694 | val_loss: 0.0311772 | Time: 2976.17 ms [2022-02-15 23:59:32 main:574] : INFO : Epoch 1569 | loss: 0.031176 | val_loss: 0.0311761 | Time: 2981.65 ms [2022-02-15 23:59:35 main:574] : INFO : Epoch 1570 | loss: 0.0311737 | val_loss: 0.031178 | Time: 2929.33 ms [2022-02-15 23:59:38 main:574] : INFO : Epoch 1571 | loss: 0.0311741 | val_loss: 0.0311751 | Time: 2937.85 ms [2022-02-15 23:59:41 main:574] : INFO : Epoch 1572 | loss: 0.0311709 | val_loss: 0.0311732 | Time: 2975.05 ms [2022-02-15 23:59:44 main:574] : INFO : Epoch 1573 | loss: 0.0311685 | val_loss: 0.0311715 | Time: 2922.01 ms [2022-02-15 23:59:47 main:574] : INFO : Epoch 1574 | loss: 0.0311697 | val_loss: 0.031172 | Time: 2915.93 ms [2022-02-15 23:59:50 main:574] : INFO : Epoch 1575 | loss: 0.0311696 | val_loss: 0.0311729 | Time: 2999.44 ms [2022-02-15 23:59:53 main:574] : INFO : Epoch 1576 | loss: 0.0311696 | val_loss: 0.0311725 | Time: 2992.06 ms [2022-02-15 23:59:56 main:574] : INFO : Epoch 1577 | loss: 0.0311716 | val_loss: 0.0311736 | Time: 3026.91 ms [2022-02-15 23:59:59 main:574] : INFO : Epoch 1578 | loss: 0.0311733 | val_loss: 0.0311746 | Time: 2979.32 ms [2022-02-16 00:00:02 main:574] : INFO : Epoch 1579 | loss: 0.0311718 | val_loss: 0.0311721 | Time: 3010.09 ms [2022-02-16 00:00:05 main:574] : INFO : Epoch 1580 | loss: 0.0311711 | val_loss: 0.0311751 | Time: 2938.48 ms [2022-02-16 00:00:08 main:574] : INFO : Epoch 1581 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 3008.09 ms [2022-02-16 00:00:11 main:574] : INFO : Epoch 1582 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 2942.66 ms [2022-02-16 00:00:14 main:574] : INFO : Epoch 1583 | loss: 0.0311698 | val_loss: 0.0311736 | Time: 2947.72 ms [2022-02-16 00:00:17 main:574] : INFO : Epoch 1584 | loss: 0.0311704 | val_loss: 0.0311713 | Time: 2956.45 ms [2022-02-16 00:00:20 main:574] : INFO : Epoch 1585 | loss: 0.031171 | val_loss: 0.0311716 | Time: 2938.23 ms [2022-02-16 00:00:22 main:574] : INFO : Epoch 1586 | loss: 0.0311696 | val_loss: 0.0311738 | Time: 2975.54 ms [2022-02-16 00:00:25 main:574] : INFO : Epoch 1587 | loss: 0.0311692 | val_loss: 0.0311706 | Time: 2928.04 ms [2022-02-16 00:00:28 main:574] : INFO : Epoch 1588 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 2885.54 ms [2022-02-16 00:00:31 main:574] : INFO : Epoch 1589 | loss: 0.0311692 | val_loss: 0.0311715 | Time: 2945.04 ms [2022-02-16 00:00:34 main:574] : INFO : Epoch 1590 | loss: 0.031168 | val_loss: 0.031171 | Time: 2953.79 ms [2022-02-16 00:00:37 main:574] : INFO : Epoch 1591 | loss: 0.0311683 | val_loss: 0.0311729 | Time: 2915.41 ms [2022-02-16 00:00:40 main:574] : INFO : Epoch 1592 | loss: 0.0311685 | val_loss: 0.0311735 | Time: 2916.44 ms [2022-02-16 00:00:43 main:574] : INFO : Epoch 1593 | loss: 0.0311681 | val_loss: 0.0311733 | Time: 2937.51 ms [2022-02-16 00:00:46 main:574] : INFO : Epoch 1594 | loss: 0.0311677 | val_loss: 0.0311737 | Time: 2922.3 ms [2022-02-16 00:00:49 main:574] : INFO : Epoch 1595 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 2934.13 ms [2022-02-16 00:00:52 main:574] : INFO : Epoch 1596 | loss: 0.0311673 | val_loss: 0.0311703 | Time: 2965.32 ms [2022-02-16 00:00:55 main:574] : INFO : Epoch 1597 | loss: 0.031167 | val_loss: 0.0311714 | Time: 2907.41 ms [2022-02-16 00:00:58 main:574] : INFO : Epoch 1598 | loss: 0.031167 | val_loss: 0.0311698 | Time: 2928.99 ms [2022-02-16 00:01:01 main:574] : INFO : Epoch 1599 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 2960.22 ms [2022-02-16 00:01:04 main:574] : INFO : Epoch 1600 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 2956.97 ms [2022-02-16 00:01:07 main:574] : INFO : Epoch 1601 | loss: 0.0311669 | val_loss: 0.0311696 | Time: 2955.59 ms [2022-02-16 00:01:10 main:574] : INFO : Epoch 1602 | loss: 0.0311684 | val_loss: 0.0311716 | Time: 2951.05 ms [2022-02-16 00:01:12 main:574] : INFO : Epoch 1603 | loss: 0.0311698 | val_loss: 0.0311725 | Time: 2917.52 ms [2022-02-16 00:01:15 main:574] : INFO : Epoch 1604 | loss: 0.0311692 | val_loss: 0.0311708 | Time: 2979.43 ms [2022-02-16 00:01:18 main:574] : INFO : Epoch 1605 | loss: 0.0311688 | val_loss: 0.0311714 | Time: 3006.76 ms [2022-02-16 00:01:21 main:574] : INFO : Epoch 1606 | loss: 0.0311681 | val_loss: 0.0311724 | Time: 2975.96 ms [2022-02-16 00:01:24 main:574] : INFO : Epoch 1607 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 2918.18 ms [2022-02-16 00:01:27 main:574] : INFO : Epoch 1608 | loss: 0.0311685 | val_loss: 0.0311705 | Time: 2999.42 ms [2022-02-16 00:01:30 main:574] : INFO : Epoch 1609 | loss: 0.0311683 | val_loss: 0.0311735 | Time: 2905.24 ms [2022-02-16 00:01:33 main:574] : INFO : Epoch 1610 | loss: 0.0311691 | val_loss: 0.0311728 | Time: 2850.12 ms [2022-02-16 00:01:36 main:574] : INFO : Epoch 1611 | loss: 0.0311688 | val_loss: 0.0311719 | Time: 3007.3 ms [2022-02-16 00:01:39 main:574] : INFO : Epoch 1612 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 2936.82 ms [2022-02-16 00:01:42 main:574] : INFO : Epoch 1613 | loss: 0.0311668 | val_loss: 0.031172 | Time: 2949.4 ms [2022-02-16 00:01:45 main:574] : INFO : Epoch 1614 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 2963.87 ms [2022-02-16 00:01:48 main:574] : INFO : Epoch 1615 | loss: 0.0311683 | val_loss: 0.0311717 | Time: 2933.23 ms [2022-02-16 00:01:51 main:574] : INFO : Epoch 1616 | loss: 0.0311688 | val_loss: 0.0311706 | Time: 2923.84 ms [2022-02-16 00:01:54 main:574] : INFO : Epoch 1617 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 3455.35 ms [2022-02-16 00:01:57 main:574] : INFO : Epoch 1618 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 2945.74 ms [2022-02-16 00:02:00 main:574] : INFO : Epoch 1619 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 2919.04 ms [2022-02-16 00:02:03 main:574] : INFO : Epoch 1620 | loss: 0.0311719 | val_loss: 0.0311714 | Time: 2928.67 ms [2022-02-16 00:02:06 main:574] : INFO : Epoch 1621 | loss: 0.0311714 | val_loss: 0.031171 | Time: 2961.11 ms [2022-02-16 00:02:09 main:574] : INFO : Epoch 1622 | loss: 0.0311692 | val_loss: 0.0311709 | Time: 2970.15 ms [2022-02-16 00:02:12 main:574] : INFO : Epoch 1623 | loss: 0.0311688 | val_loss: 0.0311706 | Time: 2934.94 ms [2022-02-16 00:02:15 main:574] : INFO : Epoch 1624 | loss: 0.0311687 | val_loss: 0.0311723 | Time: 2956.28 ms [2022-02-16 00:02:18 main:574] : INFO : Epoch 1625 | loss: 0.0311685 | val_loss: 0.0311701 | Time: 2964.14 ms [2022-02-16 00:02:21 main:574] : INFO : Epoch 1626 | loss: 0.0311707 | val_loss: 0.0311708 | Time: 2976.42 ms [2022-02-16 00:02:24 main:574] : INFO : Epoch 1627 | loss: 0.031168 | val_loss: 0.0311701 | Time: 2972.28 ms [2022-02-16 00:02:27 main:574] : INFO : Epoch 1628 | loss: 0.0311684 | val_loss: 0.0311728 | Time: 2959.44 ms [2022-02-16 00:02:30 main:574] : INFO : Epoch 1629 | loss: 0.0311681 | val_loss: 0.0311711 | Time: 2959.14 ms [2022-02-16 00:02:33 main:574] : INFO : Epoch 1630 | loss: 0.0311681 | val_loss: 0.0311836 | Time: 2979.85 ms [2022-02-16 00:02:36 main:574] : INFO : Epoch 1631 | loss: 0.0311718 | val_loss: 0.0311737 | Time: 3136.61 ms [2022-02-16 00:02:39 main:574] : INFO : Epoch 1632 | loss: 0.0311753 | val_loss: 0.0311833 | Time: 2854.08 ms [2022-02-16 00:02:42 main:574] : INFO : Epoch 1633 | loss: 0.0311801 | val_loss: 0.0311839 | Time: 2922.97 ms [2022-02-16 00:02:45 main:574] : INFO : Epoch 1634 | loss: 0.0311793 | val_loss: 0.0311825 | Time: 2980.68 ms [2022-02-16 00:02:48 main:574] : INFO : Epoch 1635 | loss: 0.0311783 | val_loss: 0.0311802 | Time: 2992.53 ms [2022-02-16 00:02:51 main:574] : INFO : Epoch 1636 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 3016.54 ms [2022-02-16 00:02:54 main:574] : INFO : Epoch 1637 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 2973.84 ms [2022-02-16 00:02:57 main:574] : INFO : Epoch 1638 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 2881.78 ms [2022-02-16 00:03:00 main:574] : INFO : Epoch 1639 | loss: 0.0311762 | val_loss: 0.0311797 | Time: 2977.2 ms [2022-02-16 00:03:03 main:574] : INFO : Epoch 1640 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 2933.49 ms [2022-02-16 00:03:06 main:574] : INFO : Epoch 1641 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 2963.13 ms [2022-02-16 00:03:09 main:574] : INFO : Epoch 1642 | loss: 0.0311755 | val_loss: 0.0311847 | Time: 2956.07 ms [2022-02-16 00:03:11 main:574] : INFO : Epoch 1643 | loss: 0.0311755 | val_loss: 0.031179 | Time: 2952.8 ms [2022-02-16 00:03:14 main:574] : INFO : Epoch 1644 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 2987.48 ms [2022-02-16 00:03:17 main:574] : INFO : Epoch 1645 | loss: 0.0311761 | val_loss: 0.0311793 | Time: 2947.35 ms [2022-02-16 00:03:20 main:574] : INFO : Epoch 1646 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 2937.46 ms [2022-02-16 00:03:23 main:574] : INFO : Epoch 1647 | loss: 0.0311753 | val_loss: 0.0311811 | Time: 2933.91 ms [2022-02-16 00:03:26 main:574] : INFO : Epoch 1648 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 2979.78 ms [2022-02-16 00:03:29 main:574] : INFO : Epoch 1649 | loss: 0.031174 | val_loss: 0.0311775 | Time: 3016.65 ms [2022-02-16 00:03:32 main:574] : INFO : Epoch 1650 | loss: 0.0311754 | val_loss: 0.0311868 | Time: 2977.87 ms [2022-02-16 00:03:35 main:574] : INFO : Epoch 1651 | loss: 0.031175 | val_loss: 0.0311775 | Time: 2915.23 ms [2022-02-16 00:03:38 main:574] : INFO : Epoch 1652 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 2982.41 ms [2022-02-16 00:03:41 main:574] : INFO : Epoch 1653 | loss: 0.031173 | val_loss: 0.0311785 | Time: 2904.35 ms [2022-02-16 00:03:44 main:574] : INFO : Epoch 1654 | loss: 0.0311754 | val_loss: 0.0311848 | Time: 2903.31 ms [2022-02-16 00:03:47 main:574] : INFO : Epoch 1655 | loss: 0.0311744 | val_loss: 0.0311804 | Time: 2918.18 ms [2022-02-16 00:03:50 main:574] : INFO : Epoch 1656 | loss: 0.0311725 | val_loss: 0.0311792 | Time: 2942.63 ms [2022-02-16 00:03:53 main:574] : INFO : Epoch 1657 | loss: 0.0311719 | val_loss: 0.031179 | Time: 2975.13 ms [2022-02-16 00:03:56 main:574] : INFO : Epoch 1658 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 2925.25 ms [2022-02-16 00:03:59 main:574] : INFO : Epoch 1659 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 2954.44 ms [2022-02-16 00:04:02 main:574] : INFO : Epoch 1660 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 3219.74 ms [2022-02-16 00:04:05 main:574] : INFO : Epoch 1661 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 2925.02 ms [2022-02-16 00:04:08 main:574] : INFO : Epoch 1662 | loss: 0.031172 | val_loss: 0.0311741 | Time: 2955.78 ms [2022-02-16 00:04:11 main:574] : INFO : Epoch 1663 | loss: 0.0311753 | val_loss: 0.0311753 | Time: 2972.17 ms [2022-02-16 00:04:14 main:574] : INFO : Epoch 1664 | loss: 0.0311769 | val_loss: 0.0311783 | Time: 2993.91 ms [2022-02-16 00:04:17 main:574] : INFO : Epoch 1665 | loss: 0.0311746 | val_loss: 0.0311802 | Time: 2969.34 ms [2022-02-16 00:04:20 main:574] : INFO : Epoch 1666 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 2946.44 ms [2022-02-16 00:04:23 main:574] : INFO : Epoch 1667 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 2963.2 ms [2022-02-16 00:04:26 main:574] : INFO : Epoch 1668 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 2938.88 ms [2022-02-16 00:04:29 main:574] : INFO : Epoch 1669 | loss: 0.0311727 | val_loss: 0.0311784 | Time: 2970.83 ms [2022-02-16 00:04:32 main:574] : INFO : Epoch 1670 | loss: 0.0311735 | val_loss: 0.0311779 | Time: 2987.2 ms [2022-02-16 00:04:35 main:574] : INFO : Epoch 1671 | loss: 0.031173 | val_loss: 0.0311763 | Time: 2925.77 ms [2022-02-16 00:04:38 main:574] : INFO : Epoch 1672 | loss: 0.0311728 | val_loss: 0.0311742 | Time: 2990.87 ms [2022-02-16 00:04:41 main:574] : INFO : Epoch 1673 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 2951.97 ms [2022-02-16 00:04:44 main:574] : INFO : Epoch 1674 | loss: 0.0311761 | val_loss: 0.0311783 | Time: 2942.62 ms [2022-02-16 00:04:46 main:574] : INFO : Epoch 1675 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 2965.51 ms [2022-02-16 00:04:49 main:574] : INFO : Epoch 1676 | loss: 0.0311798 | val_loss: 0.0311796 | Time: 2862.54 ms [2022-02-16 00:04:52 main:574] : INFO : Epoch 1677 | loss: 0.0311784 | val_loss: 0.031182 | Time: 2938.1 ms [2022-02-16 00:04:56 main:574] : INFO : Epoch 1678 | loss: 0.031179 | val_loss: 0.0311834 | Time: 3214.95 ms [2022-02-16 00:04:59 main:574] : INFO : Epoch 1679 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 3000.65 ms [2022-02-16 00:05:02 main:574] : INFO : Epoch 1680 | loss: 0.0311785 | val_loss: 0.0311803 | Time: 2976.33 ms [2022-02-16 00:05:04 main:574] : INFO : Epoch 1681 | loss: 0.0311771 | val_loss: 0.0311833 | Time: 2976.28 ms [2022-02-16 00:05:07 main:574] : INFO : Epoch 1682 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 2964.06 ms [2022-02-16 00:05:10 main:574] : INFO : Epoch 1683 | loss: 0.0311768 | val_loss: 0.0311826 | Time: 2988.5 ms [2022-02-16 00:05:13 main:574] : INFO : Epoch 1684 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 2965.44 ms [2022-02-16 00:05:16 main:574] : INFO : Epoch 1685 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 2940.65 ms [2022-02-16 00:05:19 main:574] : INFO : Epoch 1686 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 2960.98 ms [2022-02-16 00:05:22 main:574] : INFO : Epoch 1687 | loss: 0.0311765 | val_loss: 0.0311779 | Time: 2925.41 ms [2022-02-16 00:05:25 main:574] : INFO : Epoch 1688 | loss: 0.0311787 | val_loss: 0.031175 | Time: 2934.53 ms [2022-02-16 00:05:28 main:574] : INFO : Epoch 1689 | loss: 0.0311758 | val_loss: 0.0311755 | Time: 2944.16 ms [2022-02-16 00:05:31 main:574] : INFO : Epoch 1690 | loss: 0.0311747 | val_loss: 0.0311742 | Time: 2955.02 ms [2022-02-16 00:05:34 main:574] : INFO : Epoch 1691 | loss: 0.0311733 | val_loss: 0.0311746 | Time: 2926.22 ms [2022-02-16 00:05:37 main:574] : INFO : Epoch 1692 | loss: 0.031173 | val_loss: 0.0311743 | Time: 2930.62 ms [2022-02-16 00:05:40 main:574] : INFO : Epoch 1693 | loss: 0.0311715 | val_loss: 0.031176 | Time: 2974.14 ms [2022-02-16 00:05:43 main:574] : INFO : Epoch 1694 | loss: 0.0311713 | val_loss: 0.0311723 | Time: 2946.27 ms [2022-02-16 00:05:46 main:574] : INFO : Epoch 1695 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 2922.7 ms [2022-02-16 00:05:49 main:574] : INFO : Epoch 1696 | loss: 0.0311699 | val_loss: 0.0311735 | Time: 2994.8 ms [2022-02-16 00:05:52 main:574] : INFO : Epoch 1697 | loss: 0.0311709 | val_loss: 0.0311726 | Time: 2923.62 ms [2022-02-16 00:05:55 main:574] : INFO : Epoch 1698 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 2937.8 ms [2022-02-16 00:05:58 main:574] : INFO : Epoch 1699 | loss: 0.0311726 | val_loss: 0.0311743 | Time: 2901.62 ms [2022-02-16 00:06:01 main:574] : INFO : Epoch 1700 | loss: 0.0311715 | val_loss: 0.0311723 | Time: 2970.86 ms [2022-02-16 00:06:04 main:574] : INFO : Epoch 1701 | loss: 0.03117 | val_loss: 0.0311724 | Time: 2998.41 ms [2022-02-16 00:06:07 main:574] : INFO : Epoch 1702 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 2966.44 ms [2022-02-16 00:06:10 main:574] : INFO : Epoch 1703 | loss: 0.0311689 | val_loss: 0.0311723 | Time: 2969.57 ms [2022-02-16 00:06:13 main:574] : INFO : Epoch 1704 | loss: 0.031169 | val_loss: 0.0311742 | Time: 2926.38 ms [2022-02-16 00:06:15 main:574] : INFO : Epoch 1705 | loss: 0.03117 | val_loss: 0.0311729 | Time: 2988.68 ms [2022-02-16 00:06:18 main:574] : INFO : Epoch 1706 | loss: 0.031169 | val_loss: 0.031172 | Time: 2935.69 ms [2022-02-16 00:06:21 main:574] : INFO : Epoch 1707 | loss: 0.0311682 | val_loss: 0.0311713 | Time: 2903.36 ms [2022-02-16 00:06:24 main:574] : INFO : Epoch 1708 | loss: 0.0311702 | val_loss: 0.031175 | Time: 2936.75 ms [2022-02-16 00:06:27 main:574] : INFO : Epoch 1709 | loss: 0.031169 | val_loss: 0.0311718 | Time: 2935.12 ms [2022-02-16 00:06:30 main:574] : INFO : Epoch 1710 | loss: 0.0311669 | val_loss: 0.0311724 | Time: 2968.5 ms [2022-02-16 00:06:33 main:574] : INFO : Epoch 1711 | loss: 0.0311666 | val_loss: 0.0311716 | Time: 2967.25 ms [2022-02-16 00:06:36 main:574] : INFO : Epoch 1712 | loss: 0.0311673 | val_loss: 0.031173 | Time: 2917.08 ms [2022-02-16 00:06:39 main:574] : INFO : Epoch 1713 | loss: 0.0311664 | val_loss: 0.0311722 | Time: 3021.26 ms [2022-02-16 00:06:42 main:574] : INFO : Epoch 1714 | loss: 0.0311667 | val_loss: 0.0311745 | Time: 2963.84 ms [2022-02-16 00:06:45 main:574] : INFO : Epoch 1715 | loss: 0.0311672 | val_loss: 0.0311764 | Time: 2922.56 ms [2022-02-16 00:06:48 main:574] : INFO : Epoch 1716 | loss: 0.0311684 | val_loss: 0.0311717 | Time: 2945.04 ms [2022-02-16 00:06:51 main:574] : INFO : Epoch 1717 | loss: 0.0311689 | val_loss: 0.0311754 | Time: 2918.46 ms [2022-02-16 00:06:54 main:574] : INFO : Epoch 1718 | loss: 0.0311656 | val_loss: 0.031173 | Time: 2976.5 ms [2022-02-16 00:06:57 main:574] : INFO : Epoch 1719 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 3003.46 ms [2022-02-16 00:07:00 main:574] : INFO : Epoch 1720 | loss: 0.0311658 | val_loss: 0.0311729 | Time: 2909 ms [2022-02-16 00:07:03 main:574] : INFO : Epoch 1721 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 2919 ms [2022-02-16 00:07:06 main:574] : INFO : Epoch 1722 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 2964.82 ms [2022-02-16 00:07:09 main:574] : INFO : Epoch 1723 | loss: 0.0311682 | val_loss: 0.0311729 | Time: 2971.55 ms [2022-02-16 00:07:12 main:574] : INFO : Epoch 1724 | loss: 0.0311672 | val_loss: 0.0311715 | Time: 2951.24 ms [2022-02-16 00:07:15 main:574] : INFO : Epoch 1725 | loss: 0.0311659 | val_loss: 0.0311726 | Time: 2967.77 ms [2022-02-16 00:07:18 main:574] : INFO : Epoch 1726 | loss: 0.031166 | val_loss: 0.0311712 | Time: 3026.52 ms [2022-02-16 00:07:21 main:574] : INFO : Epoch 1727 | loss: 0.031165 | val_loss: 0.0311717 | Time: 2940.97 ms [2022-02-16 00:07:24 main:574] : INFO : Epoch 1728 | loss: 0.0311649 | val_loss: 0.0311735 | Time: 2978.57 ms [2022-02-16 00:07:27 main:574] : INFO : Epoch 1729 | loss: 0.0311659 | val_loss: 0.0311723 | Time: 2927.74 ms [2022-02-16 00:07:29 main:574] : INFO : Epoch 1730 | loss: 0.0311648 | val_loss: 0.0311719 | Time: 2865.49 ms [2022-02-16 00:07:32 main:574] : INFO : Epoch 1731 | loss: 0.0311644 | val_loss: 0.031172 | Time: 3014.7 ms [2022-02-16 00:07:35 main:574] : INFO : Epoch 1732 | loss: 0.0311639 | val_loss: 0.0311727 | Time: 2933.77 ms [2022-02-16 00:07:38 main:574] : INFO : Epoch 1733 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 2892.58 ms [2022-02-16 00:07:41 main:574] : INFO : Epoch 1734 | loss: 0.0311638 | val_loss: 0.0311712 | Time: 2947.5 ms [2022-02-16 00:07:44 main:574] : INFO : Epoch 1735 | loss: 0.0311641 | val_loss: 0.0311724 | Time: 2932.64 ms [2022-02-16 00:07:47 main:574] : INFO : Epoch 1736 | loss: 0.0311644 | val_loss: 0.0311729 | Time: 3008.76 ms [2022-02-16 00:07:50 main:574] : INFO : Epoch 1737 | loss: 0.031165 | val_loss: 0.0311732 | Time: 2926.04 ms [2022-02-16 00:07:53 main:574] : INFO : Epoch 1738 | loss: 0.0311659 | val_loss: 0.0311734 | Time: 2950.39 ms [2022-02-16 00:07:56 main:574] : INFO : Epoch 1739 | loss: 0.0311653 | val_loss: 0.0311738 | Time: 3336.01 ms [2022-02-16 00:07:59 main:574] : INFO : Epoch 1740 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 2919.03 ms [2022-02-16 00:08:02 main:574] : INFO : Epoch 1741 | loss: 0.0311643 | val_loss: 0.0311728 | Time: 2967.93 ms [2022-02-16 00:08:05 main:574] : INFO : Epoch 1742 | loss: 0.0311647 | val_loss: 0.0311776 | Time: 2889.66 ms [2022-02-16 00:08:08 main:574] : INFO : Epoch 1743 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 2950.9 ms [2022-02-16 00:08:11 main:574] : INFO : Epoch 1744 | loss: 0.0311649 | val_loss: 0.0311724 | Time: 2985.42 ms [2022-02-16 00:08:14 main:574] : INFO : Epoch 1745 | loss: 0.0311627 | val_loss: 0.0311728 | Time: 3009.88 ms [2022-02-16 00:08:17 main:574] : INFO : Epoch 1746 | loss: 0.0311632 | val_loss: 0.0311721 | Time: 2971 ms [2022-02-16 00:08:20 main:574] : INFO : Epoch 1747 | loss: 0.0311636 | val_loss: 0.0311726 | Time: 2954.69 ms [2022-02-16 00:08:23 main:574] : INFO : Epoch 1748 | loss: 0.0311626 | val_loss: 0.0311723 | Time: 2903.09 ms [2022-02-16 00:08:26 main:574] : INFO : Epoch 1749 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 3009.98 ms [2022-02-16 00:08:29 main:574] : INFO : Epoch 1750 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 2970.68 ms [2022-02-16 00:08:32 main:574] : INFO : Epoch 1751 | loss: 0.0311648 | val_loss: 0.0311723 | Time: 2959.11 ms [2022-02-16 00:08:35 main:574] : INFO : Epoch 1752 | loss: 0.0311656 | val_loss: 0.0311729 | Time: 2905.75 ms [2022-02-16 00:08:38 main:574] : INFO : Epoch 1753 | loss: 0.0311887 | val_loss: 0.0316578 | Time: 2989.6 ms [2022-02-16 00:08:41 main:574] : INFO : Epoch 1754 | loss: 0.037764 | val_loss: 0.0367845 | Time: 2973.4 ms [2022-02-16 00:08:44 main:574] : INFO : Epoch 1755 | loss: 0.0365338 | val_loss: 0.0320363 | Time: 2972.09 ms [2022-02-16 00:08:47 main:574] : INFO : Epoch 1756 | loss: 0.0315016 | val_loss: 0.0312826 | Time: 2956.02 ms [2022-02-16 00:08:50 main:574] : INFO : Epoch 1757 | loss: 0.0312463 | val_loss: 0.0312104 | Time: 2930.4 ms [2022-02-16 00:08:53 main:574] : INFO : Epoch 1758 | loss: 0.0312005 | val_loss: 0.0311966 | Time: 2983.18 ms [2022-02-16 00:08:56 main:574] : INFO : Epoch 1759 | loss: 0.0311895 | val_loss: 0.0311858 | Time: 2969.79 ms [2022-02-16 00:08:59 main:574] : INFO : Epoch 1760 | loss: 0.031183 | val_loss: 0.0311809 | Time: 2984.21 ms [2022-02-16 00:09:02 main:574] : INFO : Epoch 1761 | loss: 0.0311791 | val_loss: 0.0311798 | Time: 2974.2 ms [2022-02-16 00:09:05 main:574] : INFO : Epoch 1762 | loss: 0.0311773 | val_loss: 0.0311776 | Time: 3011.8 ms [2022-02-16 00:09:08 main:574] : INFO : Epoch 1763 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 3009.5 ms [2022-02-16 00:09:11 main:574] : INFO : Epoch 1764 | loss: 0.0311776 | val_loss: 0.0311786 | Time: 2888.66 ms [2022-02-16 00:09:14 main:574] : INFO : Epoch 1765 | loss: 0.0311772 | val_loss: 0.0311783 | Time: 2942.17 ms [2022-02-16 00:09:16 main:574] : INFO : Epoch 1766 | loss: 0.0311775 | val_loss: 0.0311784 | Time: 2919.86 ms [2022-02-16 00:09:19 main:574] : INFO : Epoch 1767 | loss: 0.0311769 | val_loss: 0.0311776 | Time: 2946.27 ms [2022-02-16 00:09:22 main:574] : INFO : Epoch 1768 | loss: 0.0311758 | val_loss: 0.031178 | Time: 2982.4 ms [2022-02-16 00:09:25 main:574] : INFO : Epoch 1769 | loss: 0.0311754 | val_loss: 0.0311775 | Time: 2961.1 ms [2022-02-16 00:09:28 main:574] : INFO : Epoch 1770 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 2999.77 ms [2022-02-16 00:09:31 main:574] : INFO : Epoch 1771 | loss: 0.0311724 | val_loss: 0.031179 | Time: 2969 ms [2022-02-16 00:09:34 main:574] : INFO : Epoch 1772 | loss: 0.0311732 | val_loss: 0.0311767 | Time: 2916.31 ms [2022-02-16 00:09:37 main:574] : INFO : Epoch 1773 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 2969.41 ms [2022-02-16 00:09:40 main:574] : INFO : Epoch 1774 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 2954.18 ms [2022-02-16 00:09:43 main:574] : INFO : Epoch 1775 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 2988.4 ms [2022-02-16 00:09:46 main:574] : INFO : Epoch 1776 | loss: 0.0311719 | val_loss: 0.0311752 | Time: 2936.24 ms [2022-02-16 00:09:49 main:574] : INFO : Epoch 1777 | loss: 0.0311716 | val_loss: 0.0311764 | Time: 2970.23 ms [2022-02-16 00:09:52 main:574] : INFO : Epoch 1778 | loss: 0.031173 | val_loss: 0.0311757 | Time: 2958.86 ms [2022-02-16 00:09:55 main:574] : INFO : Epoch 1779 | loss: 0.031174 | val_loss: 0.0311761 | Time: 2996.09 ms [2022-02-16 00:09:58 main:574] : INFO : Epoch 1780 | loss: 0.0311731 | val_loss: 0.0311789 | Time: 3007.3 ms [2022-02-16 00:10:01 main:574] : INFO : Epoch 1781 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 2981.28 ms [2022-02-16 00:10:04 main:574] : INFO : Epoch 1782 | loss: 0.0311686 | val_loss: 0.0311732 | Time: 2953.9 ms [2022-02-16 00:10:07 main:574] : INFO : Epoch 1783 | loss: 0.0311688 | val_loss: 0.0311743 | Time: 2949.34 ms [2022-02-16 00:10:10 main:574] : INFO : Epoch 1784 | loss: 0.0311688 | val_loss: 0.031174 | Time: 2961.95 ms [2022-02-16 00:10:13 main:574] : INFO : Epoch 1785 | loss: 0.0311675 | val_loss: 0.0311728 | Time: 2969.37 ms [2022-02-16 00:10:16 main:574] : INFO : Epoch 1786 | loss: 0.0311711 | val_loss: 0.031174 | Time: 2934.59 ms [2022-02-16 00:10:19 main:574] : INFO : Epoch 1787 | loss: 0.0311717 | val_loss: 0.0311729 | Time: 2919.75 ms [2022-02-16 00:10:22 main:574] : INFO : Epoch 1788 | loss: 0.0311683 | val_loss: 0.0311723 | Time: 2987.78 ms [2022-02-16 00:10:25 main:574] : INFO : Epoch 1789 | loss: 0.0311685 | val_loss: 0.0311725 | Time: 2940.9 ms [2022-02-16 00:10:28 main:574] : INFO : Epoch 1790 | loss: 0.03117 | val_loss: 0.0311723 | Time: 2959.61 ms [2022-02-16 00:10:31 main:574] : INFO : Epoch 1791 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 2974.18 ms [2022-02-16 00:10:34 main:574] : INFO : Epoch 1792 | loss: 0.0311674 | val_loss: 0.0311728 | Time: 2898.12 ms [2022-02-16 00:10:37 main:574] : INFO : Epoch 1793 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 2979.99 ms [2022-02-16 00:10:40 main:574] : INFO : Epoch 1794 | loss: 0.0311672 | val_loss: 0.0311731 | Time: 2979.45 ms [2022-02-16 00:10:43 main:574] : INFO : Epoch 1795 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 2982.78 ms [2022-02-16 00:10:45 main:574] : INFO : Epoch 1796 | loss: 0.0311673 | val_loss: 0.0311745 | Time: 2965.38 ms [2022-02-16 00:10:48 main:574] : INFO : Epoch 1797 | loss: 0.0311668 | val_loss: 0.0311724 | Time: 2972.49 ms [2022-02-16 00:10:51 main:574] : INFO : Epoch 1798 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 2933.84 ms [2022-02-16 00:10:54 main:574] : INFO : Epoch 1799 | loss: 0.031168 | val_loss: 0.0311713 | Time: 2955.94 ms [2022-02-16 00:10:57 main:574] : INFO : Epoch 1800 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 2954.87 ms [2022-02-16 00:11:00 main:574] : INFO : Epoch 1801 | loss: 0.0311721 | val_loss: 0.031175 | Time: 3004.96 ms [2022-02-16 00:11:03 main:574] : INFO : Epoch 1802 | loss: 0.0311684 | val_loss: 0.031172 | Time: 3112.96 ms [2022-02-16 00:11:07 main:574] : INFO : Epoch 1803 | loss: 0.0311681 | val_loss: 0.0311736 | Time: 3157.13 ms [2022-02-16 00:11:10 main:574] : INFO : Epoch 1804 | loss: 0.0311697 | val_loss: 0.0311736 | Time: 2951.99 ms [2022-02-16 00:11:12 main:574] : INFO : Epoch 1805 | loss: 0.031171 | val_loss: 0.0311729 | Time: 2925.98 ms [2022-02-16 00:11:15 main:574] : INFO : Epoch 1806 | loss: 0.0311699 | val_loss: 0.031173 | Time: 2965.19 ms [2022-02-16 00:11:18 main:574] : INFO : Epoch 1807 | loss: 0.0311718 | val_loss: 0.0311734 | Time: 2974.17 ms [2022-02-16 00:11:21 main:574] : INFO : Epoch 1808 | loss: 0.0311715 | val_loss: 0.0311748 | Time: 2889 ms [2022-02-16 00:11:24 main:574] : INFO : Epoch 1809 | loss: 0.0311707 | val_loss: 0.0311745 | Time: 2942.17 ms [2022-02-16 00:11:27 main:574] : INFO : Epoch 1810 | loss: 0.0311714 | val_loss: 0.0311735 | Time: 2975.16 ms [2022-02-16 00:11:30 main:574] : INFO : Epoch 1811 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 2969.45 ms [2022-02-16 00:11:33 main:574] : INFO : Epoch 1812 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 2991.06 ms [2022-02-16 00:11:36 main:574] : INFO : Epoch 1813 | loss: 0.0311675 | val_loss: 0.0311714 | Time: 2963.14 ms [2022-02-16 00:11:39 main:574] : INFO : Epoch 1814 | loss: 0.0311669 | val_loss: 0.0311719 | Time: 2966.94 ms [2022-02-16 00:11:42 main:574] : INFO : Epoch 1815 | loss: 0.0311674 | val_loss: 0.0311704 | Time: 2984.37 ms [2022-02-16 00:11:45 main:574] : INFO : Epoch 1816 | loss: 0.031167 | val_loss: 0.0311708 | Time: 2986.47 ms [2022-02-16 00:11:48 main:574] : INFO : Epoch 1817 | loss: 0.0311679 | val_loss: 0.0311716 | Time: 2961.61 ms [2022-02-16 00:11:51 main:574] : INFO : Epoch 1818 | loss: 0.0311677 | val_loss: 0.0311707 | Time: 2923.55 ms [2022-02-16 00:11:54 main:574] : INFO : Epoch 1819 | loss: 0.0311675 | val_loss: 0.0311742 | Time: 2974.44 ms [2022-02-16 00:11:57 main:574] : INFO : Epoch 1820 | loss: 0.0311741 | val_loss: 0.031175 | Time: 3025.89 ms [2022-02-16 00:12:00 main:574] : INFO : Epoch 1821 | loss: 0.0311748 | val_loss: 0.0311737 | Time: 2990.37 ms [2022-02-16 00:12:03 main:574] : INFO : Epoch 1822 | loss: 0.0311747 | val_loss: 0.0311737 | Time: 2937.5 ms [2022-02-16 00:12:06 main:574] : INFO : Epoch 1823 | loss: 0.031174 | val_loss: 0.0311746 | Time: 2954.13 ms [2022-02-16 00:12:09 main:574] : INFO : Epoch 1824 | loss: 0.031173 | val_loss: 0.0311754 | Time: 2936.63 ms [2022-02-16 00:12:12 main:574] : INFO : Epoch 1825 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 2967.65 ms [2022-02-16 00:12:15 main:574] : INFO : Epoch 1826 | loss: 0.0311722 | val_loss: 0.0311743 | Time: 2956.57 ms [2022-02-16 00:12:18 main:574] : INFO : Epoch 1827 | loss: 0.0311732 | val_loss: 0.0311748 | Time: 2957.34 ms [2022-02-16 00:12:21 main:574] : INFO : Epoch 1828 | loss: 0.0311733 | val_loss: 0.0311752 | Time: 2962.16 ms [2022-02-16 00:12:24 main:574] : INFO : Epoch 1829 | loss: 0.0311728 | val_loss: 0.0311712 | Time: 2957.16 ms [2022-02-16 00:12:27 main:574] : INFO : Epoch 1830 | loss: 0.0311711 | val_loss: 0.0311711 | Time: 2823.55 ms [2022-02-16 00:12:30 main:574] : INFO : Epoch 1831 | loss: 0.0311711 | val_loss: 0.0311711 | Time: 2943.66 ms [2022-02-16 00:12:33 main:574] : INFO : Epoch 1832 | loss: 0.0311715 | val_loss: 0.0311709 | Time: 2958.53 ms [2022-02-16 00:12:36 main:574] : INFO : Epoch 1833 | loss: 0.0311696 | val_loss: 0.0311728 | Time: 3012.06 ms [2022-02-16 00:12:38 main:574] : INFO : Epoch 1834 | loss: 0.0311704 | val_loss: 0.0311717 | Time: 2913.45 ms [2022-02-16 00:12:41 main:574] : INFO : Epoch 1835 | loss: 0.0311698 | val_loss: 0.0311711 | Time: 2955.96 ms [2022-02-16 00:12:44 main:574] : INFO : Epoch 1836 | loss: 0.0311694 | val_loss: 0.0311695 | Time: 2964.37 ms [2022-02-16 00:12:47 main:574] : INFO : Epoch 1837 | loss: 0.0311688 | val_loss: 0.031171 | Time: 3031.8 ms [2022-02-16 00:12:50 main:574] : INFO : Epoch 1838 | loss: 0.0311688 | val_loss: 0.0311711 | Time: 2952.92 ms [2022-02-16 00:12:53 main:574] : INFO : Epoch 1839 | loss: 0.0311696 | val_loss: 0.0311694 | Time: 2957.77 ms [2022-02-16 00:12:56 main:574] : INFO : Epoch 1840 | loss: 0.0311688 | val_loss: 0.0311708 | Time: 2995.78 ms [2022-02-16 00:12:59 main:574] : INFO : Epoch 1841 | loss: 0.0311679 | val_loss: 0.0311715 | Time: 2911.44 ms [2022-02-16 00:13:02 main:574] : INFO : Epoch 1842 | loss: 0.031169 | val_loss: 0.0311708 | Time: 2981.66 ms [2022-02-16 00:13:05 main:574] : INFO : Epoch 1843 | loss: 0.0311681 | val_loss: 0.0311705 | Time: 3060.49 ms [2022-02-16 00:13:08 main:574] : INFO : Epoch 1844 | loss: 0.0311691 | val_loss: 0.0311705 | Time: 2931.09 ms [2022-02-16 00:13:11 main:574] : INFO : Epoch 1845 | loss: 0.0311689 | val_loss: 0.0311706 | Time: 2935.91 ms [2022-02-16 00:13:14 main:574] : INFO : Epoch 1846 | loss: 0.0311695 | val_loss: 0.0311717 | Time: 2991.16 ms [2022-02-16 00:13:17 main:574] : INFO : Epoch 1847 | loss: 0.0311701 | val_loss: 0.0311732 | Time: 2955.89 ms [2022-02-16 00:13:20 main:574] : INFO : Epoch 1848 | loss: 0.031171 | val_loss: 0.0311738 | Time: 2923.02 ms [2022-02-16 00:13:23 main:574] : INFO : Epoch 1849 | loss: 0.0311715 | val_loss: 0.0311707 | Time: 2937.5 ms [2022-02-16 00:13:26 main:574] : INFO : Epoch 1850 | loss: 0.0311701 | val_loss: 0.0311728 | Time: 3001.43 ms [2022-02-16 00:13:29 main:574] : INFO : Epoch 1851 | loss: 0.0311689 | val_loss: 0.0311708 | Time: 2969.2 ms [2022-02-16 00:13:32 main:574] : INFO : Epoch 1852 | loss: 0.0311684 | val_loss: 0.0311724 | Time: 2883.17 ms [2022-02-16 00:13:35 main:574] : INFO : Epoch 1853 | loss: 0.031169 | val_loss: 0.0311724 | Time: 2978.52 ms [2022-02-16 00:13:38 main:574] : INFO : Epoch 1854 | loss: 0.0311705 | val_loss: 0.0311715 | Time: 2973.21 ms [2022-02-16 00:13:41 main:574] : INFO : Epoch 1855 | loss: 0.0311695 | val_loss: 0.0311719 | Time: 2971.96 ms [2022-02-16 00:13:44 main:574] : INFO : Epoch 1856 | loss: 0.0311694 | val_loss: 0.0311714 | Time: 2962.41 ms [2022-02-16 00:13:47 main:574] : INFO : Epoch 1857 | loss: 0.0311696 | val_loss: 0.0311701 | Time: 2864.02 ms [2022-02-16 00:13:50 main:574] : INFO : Epoch 1858 | loss: 0.0311689 | val_loss: 0.031173 | Time: 2974.46 ms [2022-02-16 00:13:53 main:574] : INFO : Epoch 1859 | loss: 0.0311695 | val_loss: 0.0311719 | Time: 2940.27 ms [2022-02-16 00:13:56 main:574] : INFO : Epoch 1860 | loss: 0.0311703 | val_loss: 0.0311744 | Time: 2962.12 ms [2022-02-16 00:13:59 main:574] : INFO : Epoch 1861 | loss: 0.0311709 | val_loss: 0.0311706 | Time: 2975.74 ms [2022-02-16 00:14:02 main:574] : INFO : Epoch 1862 | loss: 0.0311693 | val_loss: 0.0311702 | Time: 2994.84 ms [2022-02-16 00:14:04 main:574] : INFO : Epoch 1863 | loss: 0.0311691 | val_loss: 0.0311694 | Time: 2947.23 ms [2022-02-16 00:14:08 main:574] : INFO : Epoch 1864 | loss: 0.0311684 | val_loss: 0.0311703 | Time: 3109.11 ms [2022-02-16 00:14:11 main:574] : INFO : Epoch 1865 | loss: 0.0311678 | val_loss: 0.0311701 | Time: 2943.64 ms [2022-02-16 00:14:14 main:574] : INFO : Epoch 1866 | loss: 0.0311671 | val_loss: 0.0311701 | Time: 2997.65 ms [2022-02-16 00:14:17 main:574] : INFO : Epoch 1867 | loss: 0.0311666 | val_loss: 0.0311691 | Time: 2974.21 ms [2022-02-16 00:14:20 main:574] : INFO : Epoch 1868 | loss: 0.0311677 | val_loss: 0.0311704 | Time: 3116.36 ms [2022-02-16 00:14:23 main:574] : INFO : Epoch 1869 | loss: 0.0311685 | val_loss: 0.031171 | Time: 2988.33 ms [2022-02-16 00:14:26 main:574] : INFO : Epoch 1870 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 2909.44 ms [2022-02-16 00:14:29 main:574] : INFO : Epoch 1871 | loss: 0.0311695 | val_loss: 0.031172 | Time: 2938.35 ms [2022-02-16 00:14:32 main:574] : INFO : Epoch 1872 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 2992.71 ms [2022-02-16 00:14:34 main:574] : INFO : Epoch 1873 | loss: 0.0311695 | val_loss: 0.0311707 | Time: 2939.17 ms [2022-02-16 00:14:37 main:574] : INFO : Epoch 1874 | loss: 0.0311682 | val_loss: 0.0311716 | Time: 2716.6 ms [2022-02-16 00:14:40 main:574] : INFO : Epoch 1875 | loss: 0.0311702 | val_loss: 0.0311708 | Time: 2443.37 ms [2022-02-16 00:14:42 main:574] : INFO : Epoch 1876 | loss: 0.0311697 | val_loss: 0.0311713 | Time: 2511.54 ms [2022-02-16 00:14:45 main:574] : INFO : Epoch 1877 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 2463.68 ms [2022-02-16 00:14:47 main:574] : INFO : Epoch 1878 | loss: 0.0311698 | val_loss: 0.0311717 | Time: 2500.56 ms [2022-02-16 00:14:50 main:574] : INFO : Epoch 1879 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 2479.96 ms [2022-02-16 00:14:52 main:574] : INFO : Epoch 1880 | loss: 0.0311718 | val_loss: 0.0311718 | Time: 2466.9 ms [2022-02-16 00:14:55 main:574] : INFO : Epoch 1881 | loss: 0.0311717 | val_loss: 0.0311735 | Time: 2485.96 ms [2022-02-16 00:14:57 main:574] : INFO : Epoch 1882 | loss: 0.0311701 | val_loss: 0.0311709 | Time: 2468.1 ms [2022-02-16 00:14:59 main:574] : INFO : Epoch 1883 | loss: 0.0311697 | val_loss: 0.0311736 | Time: 2454.2 ms [2022-02-16 00:15:02 main:574] : INFO : Epoch 1884 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 2466.9 ms [2022-02-16 00:15:04 main:574] : INFO : Epoch 1885 | loss: 0.0311721 | val_loss: 0.0311749 | Time: 2433.47 ms [2022-02-16 00:15:07 main:574] : INFO : Epoch 1886 | loss: 0.0311696 | val_loss: 0.0311747 | Time: 2473.42 ms [2022-02-16 00:15:09 main:574] : INFO : Epoch 1887 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 2496.39 ms [2022-02-16 00:15:12 main:574] : INFO : Epoch 1888 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 2517.67 ms [2022-02-16 00:15:14 main:574] : INFO : Epoch 1889 | loss: 0.0311693 | val_loss: 0.031172 | Time: 2422.02 ms [2022-02-16 00:15:17 main:574] : INFO : Epoch 1890 | loss: 0.0311698 | val_loss: 0.0311734 | Time: 2497.62 ms [2022-02-16 00:15:19 main:574] : INFO : Epoch 1891 | loss: 0.0311708 | val_loss: 0.0311737 | Time: 2461.64 ms [2022-02-16 00:15:22 main:574] : INFO : Epoch 1892 | loss: 0.0311689 | val_loss: 0.0311728 | Time: 2519.42 ms [2022-02-16 00:15:24 main:574] : INFO : Epoch 1893 | loss: 0.0311689 | val_loss: 0.031173 | Time: 2466.89 ms [2022-02-16 00:15:27 main:574] : INFO : Epoch 1894 | loss: 0.0311695 | val_loss: 0.0311723 | Time: 2472.47 ms [2022-02-16 00:15:29 main:574] : INFO : Epoch 1895 | loss: 0.0311694 | val_loss: 0.0311725 | Time: 2444.62 ms [2022-02-16 00:15:32 main:574] : INFO : Epoch 1896 | loss: 0.0311721 | val_loss: 0.0311813 | Time: 2451.79 ms [2022-02-16 00:15:34 main:574] : INFO : Epoch 1897 | loss: 0.0311731 | val_loss: 0.0311749 | Time: 2498.95 ms [2022-02-16 00:15:37 main:574] : INFO : Epoch 1898 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 2482.3 ms [2022-02-16 00:15:39 main:574] : INFO : Epoch 1899 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 2491.65 ms [2022-02-16 00:15:42 main:574] : INFO : Epoch 1900 | loss: 0.031172 | val_loss: 0.0311742 | Time: 2479.68 ms [2022-02-16 00:15:44 main:574] : INFO : Epoch 1901 | loss: 0.03117 | val_loss: 0.0311729 | Time: 2448.78 ms [2022-02-16 00:15:47 main:574] : INFO : Epoch 1902 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 2481.71 ms [2022-02-16 00:15:49 main:574] : INFO : Epoch 1903 | loss: 0.0311696 | val_loss: 0.0311751 | Time: 2480.1 ms [2022-02-16 00:15:52 main:574] : INFO : Epoch 1904 | loss: 0.03117 | val_loss: 0.0311769 | Time: 2522.78 ms [2022-02-16 00:15:54 main:574] : INFO : Epoch 1905 | loss: 0.0311722 | val_loss: 0.0311757 | Time: 2463.33 ms [2022-02-16 00:15:57 main:574] : INFO : Epoch 1906 | loss: 0.0311713 | val_loss: 0.031172 | Time: 2483.05 ms [2022-02-16 00:15:59 main:574] : INFO : Epoch 1907 | loss: 0.0311729 | val_loss: 0.0311731 | Time: 2482.89 ms [2022-02-16 00:16:02 main:574] : INFO : Epoch 1908 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 2531.28 ms [2022-02-16 00:16:04 main:574] : INFO : Epoch 1909 | loss: 0.0311747 | val_loss: 0.0311708 | Time: 2458.71 ms [2022-02-16 00:16:07 main:574] : INFO : Epoch 1910 | loss: 0.0311718 | val_loss: 0.0311724 | Time: 2480.56 ms [2022-02-16 00:16:09 main:574] : INFO : Epoch 1911 | loss: 0.0311711 | val_loss: 0.0311694 | Time: 2473.2 ms [2022-02-16 00:16:11 main:574] : INFO : Epoch 1912 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 2447.3 ms [2022-02-16 00:16:14 main:574] : INFO : Epoch 1913 | loss: 0.0311713 | val_loss: 0.0311732 | Time: 2480.97 ms [2022-02-16 00:16:16 main:574] : INFO : Epoch 1914 | loss: 0.0311712 | val_loss: 0.031172 | Time: 2453.01 ms [2022-02-16 00:16:19 main:574] : INFO : Epoch 1915 | loss: 0.0311688 | val_loss: 0.0311701 | Time: 2468.08 ms [2022-02-16 00:16:21 main:574] : INFO : Epoch 1916 | loss: 0.0311676 | val_loss: 0.0311678 | Time: 2415.46 ms [2022-02-16 00:16:24 main:574] : INFO : Epoch 1917 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 2458.14 ms [2022-02-16 00:16:26 main:574] : INFO : Epoch 1918 | loss: 0.031169 | val_loss: 0.0311718 | Time: 2455.58 ms [2022-02-16 00:16:29 main:574] : INFO : Epoch 1919 | loss: 0.0311677 | val_loss: 0.0311698 | Time: 2466.06 ms [2022-02-16 00:16:31 main:574] : INFO : Epoch 1920 | loss: 0.0311683 | val_loss: 0.0311694 | Time: 2476.49 ms [2022-02-16 00:16:34 main:574] : INFO : Epoch 1921 | loss: 0.0311665 | val_loss: 0.031171 | Time: 2455.2 ms [2022-02-16 00:16:36 main:574] : INFO : Epoch 1922 | loss: 0.0311663 | val_loss: 0.03117 | Time: 2455.91 ms [2022-02-16 00:16:39 main:574] : INFO : Epoch 1923 | loss: 0.0311655 | val_loss: 0.0311683 | Time: 2476.65 ms [2022-02-16 00:16:41 main:574] : INFO : Epoch 1924 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 2487.2 ms [2022-02-16 00:16:44 main:574] : INFO : Epoch 1925 | loss: 0.0311656 | val_loss: 0.0311719 | Time: 2464.17 ms [2022-02-16 00:16:46 main:574] : INFO : Epoch 1926 | loss: 0.031168 | val_loss: 0.0311735 | Time: 2489.79 ms [2022-02-16 00:16:48 main:574] : INFO : Epoch 1927 | loss: 0.03117 | val_loss: 0.0311714 | Time: 2457.82 ms [2022-02-16 00:16:51 main:574] : INFO : Epoch 1928 | loss: 0.0311678 | val_loss: 0.0311725 | Time: 2431.13 ms [2022-02-16 00:16:53 main:574] : INFO : Epoch 1929 | loss: 0.0311684 | val_loss: 0.031171 | Time: 2514.95 ms [2022-02-16 00:16:56 main:574] : INFO : Epoch 1930 | loss: 0.0311681 | val_loss: 0.0311716 | Time: 2510.84 ms [2022-02-16 00:16:58 main:574] : INFO : Epoch 1931 | loss: 0.0311677 | val_loss: 0.0311732 | Time: 2449.32 ms [2022-02-16 00:17:01 main:574] : INFO : Epoch 1932 | loss: 0.0311668 | val_loss: 0.0311706 | Time: 2506.68 ms [2022-02-16 00:17:03 main:574] : INFO : Epoch 1933 | loss: 0.0311676 | val_loss: 0.031171 | Time: 2489 ms [2022-02-16 00:17:06 main:574] : INFO : Epoch 1934 | loss: 0.0311671 | val_loss: 0.0311719 | Time: 2469.91 ms [2022-02-16 00:17:08 main:574] : INFO : Epoch 1935 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 2497.37 ms [2022-02-16 00:17:11 main:574] : INFO : Epoch 1936 | loss: 0.0311659 | val_loss: 0.0311703 | Time: 2458.21 ms [2022-02-16 00:17:13 main:574] : INFO : Epoch 1937 | loss: 0.0311676 | val_loss: 0.0311706 | Time: 2452.74 ms [2022-02-16 00:17:16 main:574] : INFO : Epoch 1938 | loss: 0.0311678 | val_loss: 0.0311699 | Time: 2451.64 ms [2022-02-16 00:17:18 main:574] : INFO : Epoch 1939 | loss: 0.0311693 | val_loss: 0.031173 | Time: 2416.64 ms [2022-02-16 00:17:21 main:574] : INFO : Epoch 1940 | loss: 0.0311698 | val_loss: 0.0311694 | Time: 2442.45 ms [2022-02-16 00:17:23 main:574] : INFO : Epoch 1941 | loss: 0.0311669 | val_loss: 0.0311685 | Time: 2471.46 ms [2022-02-16 00:17:26 main:574] : INFO : Epoch 1942 | loss: 0.0311655 | val_loss: 0.0311687 | Time: 2470.39 ms [2022-02-16 00:17:28 main:574] : INFO : Epoch 1943 | loss: 0.0311668 | val_loss: 0.0311688 | Time: 2464.78 ms [2022-02-16 00:17:30 main:574] : INFO : Epoch 1944 | loss: 0.0311659 | val_loss: 0.0311693 | Time: 2435.14 ms [2022-02-16 00:17:33 main:574] : INFO : Epoch 1945 | loss: 0.0311665 | val_loss: 0.0311719 | Time: 2504.28 ms [2022-02-16 00:17:35 main:574] : INFO : Epoch 1946 | loss: 0.031165 | val_loss: 0.0311687 | Time: 2481.31 ms [2022-02-16 00:17:38 main:574] : INFO : Epoch 1947 | loss: 0.0311641 | val_loss: 0.0311691 | Time: 2491.89 ms [2022-02-16 00:17:40 main:574] : INFO : Epoch 1948 | loss: 0.0311637 | val_loss: 0.0311691 | Time: 2473.03 ms [2022-02-16 00:17:43 main:574] : INFO : Epoch 1949 | loss: 0.0311643 | val_loss: 0.0311698 | Time: 2467.2 ms [2022-02-16 00:17:45 main:574] : INFO : Epoch 1950 | loss: 0.0311656 | val_loss: 0.0311697 | Time: 2427.27 ms [2022-02-16 00:17:48 main:574] : INFO : Epoch 1951 | loss: 0.0311642 | val_loss: 0.0311702 | Time: 2470.23 ms [2022-02-16 00:17:50 main:574] : INFO : Epoch 1952 | loss: 0.0311644 | val_loss: 0.0311709 | Time: 2462.86 ms [2022-02-16 00:17:53 main:574] : INFO : Epoch 1953 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 2419.08 ms [2022-02-16 00:17:55 main:574] : INFO : Epoch 1954 | loss: 0.0311667 | val_loss: 0.0311765 | Time: 2417.5 ms [2022-02-16 00:17:58 main:574] : INFO : Epoch 1955 | loss: 0.0311688 | val_loss: 0.0311694 | Time: 2438.18 ms [2022-02-16 00:18:00 main:574] : INFO : Epoch 1956 | loss: 0.0311658 | val_loss: 0.0311696 | Time: 2477.2 ms [2022-02-16 00:18:03 main:574] : INFO : Epoch 1957 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 2475.86 ms [2022-02-16 00:18:05 main:574] : INFO : Epoch 1958 | loss: 0.0311659 | val_loss: 0.0311717 | Time: 2455.85 ms [2022-02-16 00:18:07 main:574] : INFO : Epoch 1959 | loss: 0.031168 | val_loss: 0.0311709 | Time: 2464.54 ms [2022-02-16 00:18:10 main:574] : INFO : Epoch 1960 | loss: 0.0311676 | val_loss: 0.0311704 | Time: 2464.04 ms [2022-02-16 00:18:12 main:574] : INFO : Epoch 1961 | loss: 0.0311663 | val_loss: 0.0311712 | Time: 2496.18 ms [2022-02-16 00:18:15 main:574] : INFO : Epoch 1962 | loss: 0.0311662 | val_loss: 0.031172 | Time: 2452.69 ms [2022-02-16 00:18:17 main:574] : INFO : Epoch 1963 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 2433.14 ms [2022-02-16 00:18:20 main:574] : INFO : Epoch 1964 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 2470.49 ms [2022-02-16 00:18:22 main:574] : INFO : Epoch 1965 | loss: 0.031165 | val_loss: 0.0311698 | Time: 2453.85 ms [2022-02-16 00:18:25 main:574] : INFO : Epoch 1966 | loss: 0.031167 | val_loss: 0.0311745 | Time: 2421 ms [2022-02-16 00:18:27 main:574] : INFO : Epoch 1967 | loss: 0.0311671 | val_loss: 0.0311703 | Time: 2485.63 ms [2022-02-16 00:18:30 main:574] : INFO : Epoch 1968 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 2461.86 ms [2022-02-16 00:18:32 main:574] : INFO : Epoch 1969 | loss: 0.0311682 | val_loss: 0.0311719 | Time: 2458.72 ms [2022-02-16 00:18:35 main:574] : INFO : Epoch 1970 | loss: 0.0311739 | val_loss: 0.0311792 | Time: 2433.25 ms [2022-02-16 00:18:37 main:574] : INFO : Epoch 1971 | loss: 0.0311719 | val_loss: 0.0311705 | Time: 2475.22 ms [2022-02-16 00:18:39 main:574] : INFO : Epoch 1972 | loss: 0.0311672 | val_loss: 0.0311757 | Time: 2452.42 ms [2022-02-16 00:18:42 main:574] : INFO : Epoch 1973 | loss: 0.0311682 | val_loss: 0.0311713 | Time: 2503.75 ms [2022-02-16 00:18:44 main:574] : INFO : Epoch 1974 | loss: 0.0311659 | val_loss: 0.03117 | Time: 2465.88 ms [2022-02-16 00:18:47 main:574] : INFO : Epoch 1975 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 2486.27 ms [2022-02-16 00:18:49 main:574] : INFO : Epoch 1976 | loss: 0.031169 | val_loss: 0.0311721 | Time: 2458.41 ms [2022-02-16 00:18:52 main:574] : INFO : Epoch 1977 | loss: 0.0311682 | val_loss: 0.0311698 | Time: 2485.09 ms [2022-02-16 00:18:54 main:574] : INFO : Epoch 1978 | loss: 0.0311667 | val_loss: 0.0311758 | Time: 2466.83 ms [2022-02-16 00:18:57 main:574] : INFO : Epoch 1979 | loss: 0.031172 | val_loss: 0.0311757 | Time: 2482.55 ms [2022-02-16 00:18:59 main:574] : INFO : Epoch 1980 | loss: 0.0311672 | val_loss: 0.0311718 | Time: 2495.77 ms [2022-02-16 00:19:02 main:574] : INFO : Epoch 1981 | loss: 0.0311647 | val_loss: 0.0311705 | Time: 2459.07 ms [2022-02-16 00:19:04 main:574] : INFO : Epoch 1982 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 2506.3 ms [2022-02-16 00:19:07 main:574] : INFO : Epoch 1983 | loss: 0.0311657 | val_loss: 0.0311696 | Time: 2487.94 ms [2022-02-16 00:19:09 main:574] : INFO : Epoch 1984 | loss: 0.0311661 | val_loss: 0.0311717 | Time: 2448.92 ms [2022-02-16 00:19:12 main:574] : INFO : Epoch 1985 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 2475.78 ms [2022-02-16 00:19:14 main:574] : INFO : Epoch 1986 | loss: 0.0311691 | val_loss: 0.031178 | Time: 2493.07 ms [2022-02-16 00:19:17 main:574] : INFO : Epoch 1987 | loss: 0.0311676 | val_loss: 0.0311741 | Time: 2462.78 ms [2022-02-16 00:19:19 main:574] : INFO : Epoch 1988 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 2460.74 ms [2022-02-16 00:19:22 main:574] : INFO : Epoch 1989 | loss: 0.0311658 | val_loss: 0.0311741 | Time: 2489.96 ms [2022-02-16 00:19:24 main:574] : INFO : Epoch 1990 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 2459.22 ms [2022-02-16 00:19:27 main:574] : INFO : Epoch 1991 | loss: 0.0311702 | val_loss: 0.0311729 | Time: 2466.42 ms [2022-02-16 00:19:29 main:574] : INFO : Epoch 1992 | loss: 0.031168 | val_loss: 0.0311704 | Time: 2474.77 ms [2022-02-16 00:19:32 main:574] : INFO : Epoch 1993 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 2486.43 ms [2022-02-16 00:19:34 main:574] : INFO : Epoch 1994 | loss: 0.0311671 | val_loss: 0.0311703 | Time: 2477.39 ms [2022-02-16 00:19:37 main:574] : INFO : Epoch 1995 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 2492.97 ms [2022-02-16 00:19:39 main:574] : INFO : Epoch 1996 | loss: 0.031166 | val_loss: 0.0311723 | Time: 2445.62 ms [2022-02-16 00:19:41 main:574] : INFO : Epoch 1997 | loss: 0.0311669 | val_loss: 0.031172 | Time: 2460.33 ms [2022-02-16 00:19:44 main:574] : INFO : Epoch 1998 | loss: 0.0311651 | val_loss: 0.0311734 | Time: 2454.24 ms [2022-02-16 00:19:46 main:574] : INFO : Epoch 1999 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 2480.26 ms [2022-02-16 00:19:49 main:574] : INFO : Epoch 2000 | loss: 0.0311639 | val_loss: 0.0311704 | Time: 2418.42 ms [2022-02-16 00:19:51 main:574] : INFO : Epoch 2001 | loss: 0.0311644 | val_loss: 0.0311736 | Time: 2470.42 ms [2022-02-16 00:19:54 main:574] : INFO : Epoch 2002 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 2450.5 ms [2022-02-16 00:19:56 main:574] : INFO : Epoch 2003 | loss: 0.0311664 | val_loss: 0.0311821 | Time: 2496.3 ms [2022-02-16 00:19:59 main:574] : INFO : Epoch 2004 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 2660.14 ms [2022-02-16 00:20:01 main:574] : INFO : Epoch 2005 | loss: 0.031165 | val_loss: 0.0311748 | Time: 2539.86 ms [2022-02-16 00:20:04 main:574] : INFO : Epoch 2006 | loss: 0.0311648 | val_loss: 0.0311737 | Time: 2438.27 ms [2022-02-16 00:20:06 main:574] : INFO : Epoch 2007 | loss: 0.0311637 | val_loss: 0.0311694 | Time: 2446.39 ms [2022-02-16 00:20:09 main:574] : INFO : Epoch 2008 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 2504.78 ms [2022-02-16 00:20:11 main:574] : INFO : Epoch 2009 | loss: 0.0311698 | val_loss: 0.0311727 | Time: 2483.04 ms [2022-02-16 00:20:14 main:574] : INFO : Epoch 2010 | loss: 0.0311691 | val_loss: 0.0311701 | Time: 2446.32 ms [2022-02-16 00:20:16 main:574] : INFO : Epoch 2011 | loss: 0.0311662 | val_loss: 0.0311697 | Time: 2441.8 ms [2022-02-16 00:20:19 main:574] : INFO : Epoch 2012 | loss: 0.0311656 | val_loss: 0.0311721 | Time: 2472.69 ms [2022-02-16 00:20:21 main:574] : INFO : Epoch 2013 | loss: 0.0311648 | val_loss: 0.031171 | Time: 2560.06 ms [2022-02-16 00:20:24 main:574] : INFO : Epoch 2014 | loss: 0.031165 | val_loss: 0.0311738 | Time: 2528.77 ms [2022-02-16 00:20:26 main:574] : INFO : Epoch 2015 | loss: 0.0311685 | val_loss: 0.0311733 | Time: 2471.31 ms [2022-02-16 00:20:29 main:574] : INFO : Epoch 2016 | loss: 0.0311695 | val_loss: 0.0311719 | Time: 2493.47 ms [2022-02-16 00:20:31 main:574] : INFO : Epoch 2017 | loss: 0.0311704 | val_loss: 0.031172 | Time: 2431.66 ms [2022-02-16 00:20:34 main:574] : INFO : Epoch 2018 | loss: 0.031167 | val_loss: 0.0311708 | Time: 2478.7 ms [2022-02-16 00:20:36 main:574] : INFO : Epoch 2019 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 2483.99 ms [2022-02-16 00:20:39 main:574] : INFO : Epoch 2020 | loss: 0.0311673 | val_loss: 0.0311696 | Time: 2455.15 ms [2022-02-16 00:20:41 main:574] : INFO : Epoch 2021 | loss: 0.0311679 | val_loss: 0.0311677 | Time: 2459.95 ms [2022-02-16 00:20:44 main:574] : INFO : Epoch 2022 | loss: 0.0311668 | val_loss: 0.0311689 | Time: 2512.18 ms [2022-02-16 00:20:46 main:574] : INFO : Epoch 2023 | loss: 0.0311677 | val_loss: 0.0311673 | Time: 2421.17 ms [2022-02-16 00:20:49 main:574] : INFO : Epoch 2024 | loss: 0.0311712 | val_loss: 0.0311707 | Time: 2485.79 ms [2022-02-16 00:20:51 main:574] : INFO : Epoch 2025 | loss: 0.0311689 | val_loss: 0.0311725 | Time: 2485.79 ms [2022-02-16 00:20:54 main:574] : INFO : Epoch 2026 | loss: 0.0311687 | val_loss: 0.0311666 | Time: 2475.38 ms [2022-02-16 00:20:56 main:574] : INFO : Epoch 2027 | loss: 0.0311674 | val_loss: 0.0311666 | Time: 2486.64 ms [2022-02-16 00:20:59 main:574] : INFO : Epoch 2028 | loss: 0.0311654 | val_loss: 0.0311657 | Time: 2479.09 ms [2022-02-16 00:21:01 main:574] : INFO : Epoch 2029 | loss: 0.0311661 | val_loss: 0.0311657 | Time: 2489.91 ms [2022-02-16 00:21:04 main:574] : INFO : Epoch 2030 | loss: 0.0311654 | val_loss: 0.0311658 | Time: 2478.54 ms [2022-02-16 00:21:06 main:574] : INFO : Epoch 2031 | loss: 0.031166 | val_loss: 0.0311668 | Time: 2421.53 ms [2022-02-16 00:21:08 main:574] : INFO : Epoch 2032 | loss: 0.0311663 | val_loss: 0.0311697 | Time: 2447.66 ms [2022-02-16 00:21:11 main:574] : INFO : Epoch 2033 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 2472.19 ms [2022-02-16 00:21:13 main:574] : INFO : Epoch 2034 | loss: 0.0311676 | val_loss: 0.0311703 | Time: 2487.48 ms [2022-02-16 00:21:16 main:574] : INFO : Epoch 2035 | loss: 0.0311662 | val_loss: 0.0311688 | Time: 2425.63 ms [2022-02-16 00:21:18 main:574] : INFO : Epoch 2036 | loss: 0.0311655 | val_loss: 0.0311679 | Time: 2493.74 ms [2022-02-16 00:21:21 main:574] : INFO : Epoch 2037 | loss: 0.0311668 | val_loss: 0.0311689 | Time: 2463.11 ms [2022-02-16 00:21:23 main:574] : INFO : Epoch 2038 | loss: 0.0311652 | val_loss: 0.0311675 | Time: 2476.36 ms [2022-02-16 00:21:26 main:574] : INFO : Epoch 2039 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 2465.45 ms [2022-02-16 00:21:28 main:574] : INFO : Epoch 2040 | loss: 0.0311656 | val_loss: 0.0311693 | Time: 2488.49 ms [2022-02-16 00:21:31 main:574] : INFO : Epoch 2041 | loss: 0.0311653 | val_loss: 0.0311682 | Time: 2462.07 ms [2022-02-16 00:21:33 main:574] : INFO : Epoch 2042 | loss: 0.0311663 | val_loss: 0.0311682 | Time: 2445.4 ms [2022-02-16 00:21:36 main:574] : INFO : Epoch 2043 | loss: 0.0311671 | val_loss: 0.0311668 | Time: 2445.52 ms [2022-02-16 00:21:38 main:574] : INFO : Epoch 2044 | loss: 0.0311653 | val_loss: 0.0311675 | Time: 2447.88 ms [2022-02-16 00:21:41 main:574] : INFO : Epoch 2045 | loss: 0.0311653 | val_loss: 0.0311673 | Time: 2518.06 ms [2022-02-16 00:21:43 main:574] : INFO : Epoch 2046 | loss: 0.0311663 | val_loss: 0.0311696 | Time: 2504.62 ms [2022-02-16 00:21:45 main:574] : INFO : Epoch 2047 | loss: 0.0311653 | val_loss: 0.0311682 | Time: 2412.24 ms [2022-02-16 00:21:48 main:574] : INFO : Epoch 2048 | loss: 0.0311676 | val_loss: 0.03117 | Time: 2454.52 ms [2022-02-16 00:21:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03117 [2022-02-16 00:21:48 main:603] : INFO : Saving end state to config to file [2022-02-16 00:21:48 main:608] : INFO : Success, exiting.. 00:21:48 (3196): 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)