Task 12192150
| Name | ParityModified-1645992190-10108-0_0 |
| Workunit | 9373341 |
| Created | 27 Feb 2022, 20:03:15 UTC |
| Sent | 28 Feb 2022, 0:39:16 UTC |
| Report deadline | 8 Mar 2022, 0:39:16 UTC |
| Received | 28 Feb 2022, 3:21:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10690 |
| Run time | 1 hours 41 min 24 sec |
| CPU time | 1 hours 40 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,114.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.031175 | val_loss: 0.0311803 | Time: 2905.96 ms [2022-02-28 03:56:18 main:574] : INFO : Epoch 1543 | loss: 0.0311768 | val_loss: 0.0311769 | Time: 2916.26 ms [2022-02-28 03:56:21 main:574] : INFO : Epoch 1544 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 3005.13 ms [2022-02-28 03:56:24 main:574] : INFO : Epoch 1545 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 2851.9 ms [2022-02-28 03:56:27 main:574] : INFO : Epoch 1546 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 2863.68 ms [2022-02-28 03:56:30 main:574] : INFO : Epoch 1547 | loss: 0.0311732 | val_loss: 0.0311801 | Time: 2912.86 ms [2022-02-28 03:56:33 main:574] : INFO : Epoch 1548 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 2955.6 ms [2022-02-28 03:56:36 main:574] : INFO : Epoch 1549 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 2868.53 ms [2022-02-28 03:56:39 main:574] : INFO : Epoch 1550 | loss: 0.0311757 | val_loss: 0.0311796 | Time: 2892.64 ms [2022-02-28 03:56:42 main:574] : INFO : Epoch 1551 | loss: 0.0311744 | val_loss: 0.0311805 | Time: 2931.81 ms [2022-02-28 03:56:45 main:574] : INFO : Epoch 1552 | loss: 0.0311752 | val_loss: 0.0311791 | Time: 2937.71 ms [2022-02-28 03:56:47 main:574] : INFO : Epoch 1553 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 2947.06 ms [2022-02-28 03:56:50 main:574] : INFO : Epoch 1554 | loss: 0.0311739 | val_loss: 0.031182 | Time: 2937.82 ms [2022-02-28 03:56:53 main:574] : INFO : Epoch 1555 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 3010.82 ms [2022-02-28 03:56:56 main:574] : INFO : Epoch 1556 | loss: 0.0311733 | val_loss: 0.0311794 | Time: 2963.22 ms [2022-02-28 03:56:59 main:574] : INFO : Epoch 1557 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 3072.75 ms [2022-02-28 03:57:02 main:574] : INFO : Epoch 1558 | loss: 0.0311719 | val_loss: 0.0311762 | Time: 2960.06 ms [2022-02-28 03:57:05 main:574] : INFO : Epoch 1559 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 2883.28 ms [2022-02-28 03:57:08 main:574] : INFO : Epoch 1560 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 3010.46 ms [2022-02-28 03:57:11 main:574] : INFO : Epoch 1561 | loss: 0.0311773 | val_loss: 0.0311849 | Time: 2900.42 ms [2022-02-28 03:57:14 main:574] : INFO : Epoch 1562 | loss: 0.031174 | val_loss: 0.0311825 | Time: 2930.15 ms [2022-02-28 03:57:17 main:574] : INFO : Epoch 1563 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 2933.12 ms [2022-02-28 03:57:20 main:574] : INFO : Epoch 1564 | loss: 0.0311728 | val_loss: 0.0311774 | Time: 2944.76 ms [2022-02-28 03:57:23 main:574] : INFO : Epoch 1565 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 2906.43 ms [2022-02-28 03:57:26 main:574] : INFO : Epoch 1566 | loss: 0.0311726 | val_loss: 0.0311762 | Time: 2923.67 ms [2022-02-28 03:57:29 main:574] : INFO : Epoch 1567 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 2924.89 ms [2022-02-28 03:57:32 main:574] : INFO : Epoch 1568 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 2956.63 ms [2022-02-28 03:57:35 main:574] : INFO : Epoch 1569 | loss: 0.0311712 | val_loss: 0.0311775 | Time: 2960.89 ms [2022-02-28 03:57:38 main:574] : INFO : Epoch 1570 | loss: 0.031171 | val_loss: 0.0311769 | Time: 2941.1 ms [2022-02-28 03:57:41 main:574] : INFO : Epoch 1571 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 3010.21 ms [2022-02-28 03:57:44 main:574] : INFO : Epoch 1572 | loss: 0.0311711 | val_loss: 0.031177 | Time: 2920.76 ms [2022-02-28 03:57:47 main:574] : INFO : Epoch 1573 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 2908.57 ms [2022-02-28 03:57:49 main:574] : INFO : Epoch 1574 | loss: 0.0311705 | val_loss: 0.0311798 | Time: 2934.94 ms [2022-02-28 03:57:52 main:574] : INFO : Epoch 1575 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 2922.39 ms [2022-02-28 03:57:55 main:574] : INFO : Epoch 1576 | loss: 0.0311706 | val_loss: 0.0311806 | Time: 2926.11 ms [2022-02-28 03:57:58 main:574] : INFO : Epoch 1577 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 2897.29 ms [2022-02-28 03:58:01 main:574] : INFO : Epoch 1578 | loss: 0.0311713 | val_loss: 0.0311844 | Time: 2854.88 ms [2022-02-28 03:58:04 main:574] : INFO : Epoch 1579 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 3054.84 ms [2022-02-28 03:58:07 main:574] : INFO : Epoch 1580 | loss: 0.0311714 | val_loss: 0.0311788 | Time: 3078.84 ms [2022-02-28 03:58:10 main:574] : INFO : Epoch 1581 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 2928.59 ms [2022-02-28 03:58:13 main:574] : INFO : Epoch 1582 | loss: 0.0311702 | val_loss: 0.0311802 | Time: 2920.4 ms [2022-02-28 03:58:16 main:574] : INFO : Epoch 1583 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 3000.62 ms [2022-02-28 03:58:19 main:574] : INFO : Epoch 1584 | loss: 0.0311698 | val_loss: 0.0311805 | Time: 2995.6 ms [2022-02-28 03:58:22 main:574] : INFO : Epoch 1585 | loss: 0.0311699 | val_loss: 0.031181 | Time: 2917.17 ms [2022-02-28 03:58:25 main:574] : INFO : Epoch 1586 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 2913.75 ms [2022-02-28 03:58:28 main:574] : INFO : Epoch 1587 | loss: 0.0311721 | val_loss: 0.0311872 | Time: 2896.47 ms [2022-02-28 03:58:31 main:574] : INFO : Epoch 1588 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 2905.52 ms [2022-02-28 03:58:34 main:574] : INFO : Epoch 1589 | loss: 0.031169 | val_loss: 0.0311793 | Time: 2918.23 ms [2022-02-28 03:58:37 main:574] : INFO : Epoch 1590 | loss: 0.0311686 | val_loss: 0.0311779 | Time: 2921.2 ms [2022-02-28 03:58:40 main:574] : INFO : Epoch 1591 | loss: 0.0311693 | val_loss: 0.0311817 | Time: 2981.79 ms [2022-02-28 03:58:42 main:574] : INFO : Epoch 1592 | loss: 0.0311701 | val_loss: 0.0311798 | Time: 2889.87 ms [2022-02-28 03:58:45 main:574] : INFO : Epoch 1593 | loss: 0.0311686 | val_loss: 0.0311821 | Time: 2869.77 ms [2022-02-28 03:58:48 main:574] : INFO : Epoch 1594 | loss: 0.0311689 | val_loss: 0.0311846 | Time: 2888.42 ms [2022-02-28 03:58:51 main:574] : INFO : Epoch 1595 | loss: 0.0311694 | val_loss: 0.0311831 | Time: 2918.83 ms [2022-02-28 03:58:54 main:574] : INFO : Epoch 1596 | loss: 0.0311692 | val_loss: 0.0311814 | Time: 2899.07 ms [2022-02-28 03:58:57 main:574] : INFO : Epoch 1597 | loss: 0.0311699 | val_loss: 0.031182 | Time: 2902.88 ms [2022-02-28 03:59:00 main:574] : INFO : Epoch 1598 | loss: 0.0311705 | val_loss: 0.0311815 | Time: 2907.58 ms [2022-02-28 03:59:03 main:574] : INFO : Epoch 1599 | loss: 0.0311693 | val_loss: 0.0311807 | Time: 2910.25 ms [2022-02-28 03:59:06 main:574] : INFO : Epoch 1600 | loss: 0.0311708 | val_loss: 0.031182 | Time: 2936.36 ms [2022-02-28 03:59:09 main:574] : INFO : Epoch 1601 | loss: 0.0311708 | val_loss: 0.0311852 | Time: 2994.24 ms [2022-02-28 03:59:12 main:574] : INFO : Epoch 1602 | loss: 0.0311701 | val_loss: 0.0311804 | Time: 3087.88 ms [2022-02-28 03:59:15 main:574] : INFO : Epoch 1603 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 2922.72 ms [2022-02-28 03:59:18 main:574] : INFO : Epoch 1604 | loss: 0.0311695 | val_loss: 0.0311852 | Time: 2955.16 ms [2022-02-28 03:59:21 main:574] : INFO : Epoch 1605 | loss: 0.0311698 | val_loss: 0.0311843 | Time: 2938.34 ms [2022-02-28 03:59:24 main:574] : INFO : Epoch 1606 | loss: 0.03117 | val_loss: 0.0311857 | Time: 2910.96 ms [2022-02-28 03:59:27 main:574] : INFO : Epoch 1607 | loss: 0.0311681 | val_loss: 0.0311806 | Time: 2914.87 ms [2022-02-28 03:59:29 main:574] : INFO : Epoch 1608 | loss: 0.0311676 | val_loss: 0.031183 | Time: 2912.63 ms [2022-02-28 03:59:32 main:574] : INFO : Epoch 1609 | loss: 0.0311678 | val_loss: 0.0311816 | Time: 3023.89 ms [2022-02-28 03:59:35 main:574] : INFO : Epoch 1610 | loss: 0.031167 | val_loss: 0.0311834 | Time: 2870.08 ms [2022-02-28 03:59:38 main:574] : INFO : Epoch 1611 | loss: 0.0311674 | val_loss: 0.0311828 | Time: 2881.57 ms [2022-02-28 03:59:41 main:574] : INFO : Epoch 1612 | loss: 0.031167 | val_loss: 0.0311833 | Time: 2889.78 ms [2022-02-28 03:59:44 main:574] : INFO : Epoch 1613 | loss: 0.0311663 | val_loss: 0.0311829 | Time: 2928.74 ms [2022-02-28 03:59:47 main:574] : INFO : Epoch 1614 | loss: 0.0311666 | val_loss: 0.0311828 | Time: 2899.6 ms [2022-02-28 03:59:50 main:574] : INFO : Epoch 1615 | loss: 0.0311681 | val_loss: 0.031188 | Time: 2975.65 ms [2022-02-28 03:59:53 main:574] : INFO : Epoch 1616 | loss: 0.031167 | val_loss: 0.0311812 | Time: 2922.97 ms [2022-02-28 03:59:56 main:574] : INFO : Epoch 1617 | loss: 0.0311665 | val_loss: 0.0311868 | Time: 2902.44 ms [2022-02-28 03:59:59 main:574] : INFO : Epoch 1618 | loss: 0.0311743 | val_loss: 0.0311815 | Time: 2906.85 ms [2022-02-28 04:00:02 main:574] : INFO : Epoch 1619 | loss: 0.0311804 | val_loss: 0.03118 | Time: 2908.49 ms [2022-02-28 04:00:04 main:574] : INFO : Epoch 1620 | loss: 0.0311899 | val_loss: 0.031185 | Time: 2897.17 ms [2022-02-28 04:00:07 main:574] : INFO : Epoch 1621 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 2883.94 ms [2022-02-28 04:00:10 main:574] : INFO : Epoch 1622 | loss: 0.0311842 | val_loss: 0.0311811 | Time: 2916.88 ms [2022-02-28 04:00:13 main:574] : INFO : Epoch 1623 | loss: 0.0311831 | val_loss: 0.0311819 | Time: 3000.74 ms [2022-02-28 04:00:16 main:574] : INFO : Epoch 1624 | loss: 0.0311815 | val_loss: 0.0311847 | Time: 3142.02 ms [2022-02-28 04:00:19 main:574] : INFO : Epoch 1625 | loss: 0.0311841 | val_loss: 0.0311813 | Time: 3051.82 ms [2022-02-28 04:00:22 main:574] : INFO : Epoch 1626 | loss: 0.0311805 | val_loss: 0.031179 | Time: 2941.6 ms [2022-02-28 04:00:25 main:574] : INFO : Epoch 1627 | loss: 0.0311791 | val_loss: 0.0311788 | Time: 2940.81 ms [2022-02-28 04:00:28 main:574] : INFO : Epoch 1628 | loss: 0.0311787 | val_loss: 0.031179 | Time: 2941.19 ms [2022-02-28 04:00:31 main:574] : INFO : Epoch 1629 | loss: 0.0311781 | val_loss: 0.031179 | Time: 2963.11 ms [2022-02-28 04:00:34 main:574] : INFO : Epoch 1630 | loss: 0.0311811 | val_loss: 0.0311793 | Time: 2995.18 ms [2022-02-28 04:00:37 main:574] : INFO : Epoch 1631 | loss: 0.031182 | val_loss: 0.0311851 | Time: 2964.69 ms [2022-02-28 04:00:40 main:574] : INFO : Epoch 1632 | loss: 0.0311814 | val_loss: 0.031182 | Time: 2935.06 ms [2022-02-28 04:00:43 main:574] : INFO : Epoch 1633 | loss: 0.0311788 | val_loss: 0.0311789 | Time: 2814.28 ms [2022-02-28 04:00:46 main:574] : INFO : Epoch 1634 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 2945.24 ms [2022-02-28 04:00:49 main:574] : INFO : Epoch 1635 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 2973.55 ms [2022-02-28 04:00:52 main:574] : INFO : Epoch 1636 | loss: 0.0311774 | val_loss: 0.0311808 | Time: 2934.94 ms [2022-02-28 04:00:55 main:574] : INFO : Epoch 1637 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 2916.5 ms [2022-02-28 04:00:58 main:574] : INFO : Epoch 1638 | loss: 0.0311754 | val_loss: 0.0311803 | Time: 2925 ms [2022-02-28 04:01:01 main:574] : INFO : Epoch 1639 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 2967 ms [2022-02-28 04:01:04 main:574] : INFO : Epoch 1640 | loss: 0.0311754 | val_loss: 0.0311786 | Time: 2949.93 ms [2022-02-28 04:01:07 main:574] : INFO : Epoch 1641 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 2950.32 ms [2022-02-28 04:01:10 main:574] : INFO : Epoch 1642 | loss: 0.0311763 | val_loss: 0.0311842 | Time: 2936.35 ms [2022-02-28 04:01:13 main:574] : INFO : Epoch 1643 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 2960.97 ms [2022-02-28 04:01:15 main:574] : INFO : Epoch 1644 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 2876.81 ms [2022-02-28 04:01:18 main:574] : INFO : Epoch 1645 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 2942.39 ms [2022-02-28 04:01:21 main:574] : INFO : Epoch 1646 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 3109.66 ms [2022-02-28 04:01:25 main:574] : INFO : Epoch 1647 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 3095.8 ms [2022-02-28 04:01:28 main:574] : INFO : Epoch 1648 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 2961.67 ms [2022-02-28 04:01:30 main:574] : INFO : Epoch 1649 | loss: 0.0311733 | val_loss: 0.0311803 | Time: 2975.8 ms [2022-02-28 04:01:33 main:574] : INFO : Epoch 1650 | loss: 0.0311745 | val_loss: 0.031177 | Time: 2908.7 ms [2022-02-28 04:01:36 main:574] : INFO : Epoch 1651 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 2929.74 ms [2022-02-28 04:01:39 main:574] : INFO : Epoch 1652 | loss: 0.031173 | val_loss: 0.0311797 | Time: 2934.41 ms [2022-02-28 04:01:42 main:574] : INFO : Epoch 1653 | loss: 0.031172 | val_loss: 0.0311783 | Time: 2953.58 ms [2022-02-28 04:01:45 main:574] : INFO : Epoch 1654 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 2961.7 ms [2022-02-28 04:01:48 main:574] : INFO : Epoch 1655 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 2906.94 ms [2022-02-28 04:01:51 main:574] : INFO : Epoch 1656 | loss: 0.031171 | val_loss: 0.0311784 | Time: 2962.02 ms [2022-02-28 04:01:54 main:574] : INFO : Epoch 1657 | loss: 0.0311711 | val_loss: 0.0311817 | Time: 2941.43 ms [2022-02-28 04:01:57 main:574] : INFO : Epoch 1658 | loss: 0.0311746 | val_loss: 0.0311813 | Time: 2966.36 ms [2022-02-28 04:02:00 main:574] : INFO : Epoch 1659 | loss: 0.0311739 | val_loss: 0.031179 | Time: 2930.6 ms [2022-02-28 04:02:03 main:574] : INFO : Epoch 1660 | loss: 0.0311767 | val_loss: 0.0311804 | Time: 2984.37 ms [2022-02-28 04:02:06 main:574] : INFO : Epoch 1661 | loss: 0.0312132 | val_loss: 0.0312434 | Time: 2852.97 ms [2022-02-28 04:02:09 main:574] : INFO : Epoch 1662 | loss: 0.0312281 | val_loss: 0.0312144 | Time: 2901.45 ms [2022-02-28 04:02:12 main:574] : INFO : Epoch 1663 | loss: 0.0312188 | val_loss: 0.0312126 | Time: 2989.09 ms [2022-02-28 04:02:15 main:574] : INFO : Epoch 1664 | loss: 0.031214 | val_loss: 0.0312175 | Time: 3043.89 ms [2022-02-28 04:02:18 main:574] : INFO : Epoch 1665 | loss: 0.031217 | val_loss: 0.031206 | Time: 3029.34 ms [2022-02-28 04:02:21 main:574] : INFO : Epoch 1666 | loss: 0.0312152 | val_loss: 0.0312066 | Time: 3468.15 ms [2022-02-28 04:02:25 main:574] : INFO : Epoch 1667 | loss: 0.0312111 | val_loss: 0.0312037 | Time: 3799.53 ms [2022-02-28 04:02:31 main:574] : INFO : Epoch 1668 | loss: 0.0312097 | val_loss: 0.0312046 | Time: 5843.47 ms [2022-02-28 04:02:34 main:574] : INFO : Epoch 1669 | loss: 0.031212 | val_loss: 0.0312064 | Time: 2970.2 ms [2022-02-28 04:02:37 main:574] : INFO : Epoch 1670 | loss: 0.0312088 | val_loss: 0.0312101 | Time: 3017.36 ms [2022-02-28 04:02:40 main:574] : INFO : Epoch 1671 | loss: 0.0312109 | val_loss: 0.0312069 | Time: 2927.99 ms [2022-02-28 04:02:43 main:574] : INFO : Epoch 1672 | loss: 0.0312101 | val_loss: 0.0312043 | Time: 2939.15 ms [2022-02-28 04:02:46 main:574] : INFO : Epoch 1673 | loss: 0.0312083 | val_loss: 0.0312074 | Time: 2969.08 ms [2022-02-28 04:02:49 main:574] : INFO : Epoch 1674 | loss: 0.0312099 | val_loss: 0.031215 | Time: 2972.73 ms [2022-02-28 04:02:52 main:574] : INFO : Epoch 1675 | loss: 0.0312112 | val_loss: 0.0312023 | Time: 2905.73 ms [2022-02-28 04:02:55 main:574] : INFO : Epoch 1676 | loss: 0.0312065 | val_loss: 0.0312045 | Time: 2974.87 ms [2022-02-28 04:02:58 main:574] : INFO : Epoch 1677 | loss: 0.0312066 | val_loss: 0.0312024 | Time: 2955.49 ms [2022-02-28 04:03:01 main:574] : INFO : Epoch 1678 | loss: 0.0312057 | val_loss: 0.0311993 | Time: 2959.57 ms [2022-02-28 04:03:03 main:574] : INFO : Epoch 1679 | loss: 0.0312051 | val_loss: 0.0312008 | Time: 2881.66 ms [2022-02-28 04:03:06 main:574] : INFO : Epoch 1680 | loss: 0.0312057 | val_loss: 0.0312022 | Time: 2919.42 ms [2022-02-28 04:03:09 main:574] : INFO : Epoch 1681 | loss: 0.031209 | val_loss: 0.0311989 | Time: 2909.34 ms [2022-02-28 04:03:12 main:574] : INFO : Epoch 1682 | loss: 0.0312055 | val_loss: 0.0311984 | Time: 2991.98 ms [2022-02-28 04:03:15 main:574] : INFO : Epoch 1683 | loss: 0.031203 | val_loss: 0.0311983 | Time: 2889.13 ms [2022-02-28 04:03:18 main:574] : INFO : Epoch 1684 | loss: 0.0312016 | val_loss: 0.031198 | Time: 2911.29 ms [2022-02-28 04:03:21 main:574] : INFO : Epoch 1685 | loss: 0.0312016 | val_loss: 0.0311982 | Time: 2912.79 ms [2022-02-28 04:03:24 main:574] : INFO : Epoch 1686 | loss: 0.0312034 | val_loss: 0.0311999 | Time: 2910.69 ms [2022-02-28 04:03:27 main:574] : INFO : Epoch 1687 | loss: 0.0312033 | val_loss: 0.0311963 | Time: 2933.8 ms [2022-02-28 04:03:30 main:574] : INFO : Epoch 1688 | loss: 0.0312028 | val_loss: 0.0311995 | Time: 2846.26 ms [2022-02-28 04:03:33 main:574] : INFO : Epoch 1689 | loss: 0.0312021 | val_loss: 0.0311958 | Time: 2986.47 ms [2022-02-28 04:03:36 main:574] : INFO : Epoch 1690 | loss: 0.0311993 | val_loss: 0.0311971 | Time: 3134.75 ms [2022-02-28 04:03:39 main:574] : INFO : Epoch 1691 | loss: 0.0312011 | val_loss: 0.0311963 | Time: 2900.28 ms [2022-02-28 04:03:42 main:574] : INFO : Epoch 1692 | loss: 0.0312017 | val_loss: 0.0311953 | Time: 2919.07 ms [2022-02-28 04:03:44 main:574] : INFO : Epoch 1693 | loss: 0.0312018 | val_loss: 0.0311955 | Time: 2864.2 ms [2022-02-28 04:03:47 main:574] : INFO : Epoch 1694 | loss: 0.0312004 | val_loss: 0.0311957 | Time: 2927.51 ms [2022-02-28 04:03:50 main:574] : INFO : Epoch 1695 | loss: 0.0312001 | val_loss: 0.0311953 | Time: 2940.89 ms [2022-02-28 04:03:53 main:574] : INFO : Epoch 1696 | loss: 0.0311998 | val_loss: 0.0311963 | Time: 2924.2 ms [2022-02-28 04:03:56 main:574] : INFO : Epoch 1697 | loss: 0.0311988 | val_loss: 0.0311951 | Time: 2891.54 ms [2022-02-28 04:03:59 main:574] : INFO : Epoch 1698 | loss: 0.0311993 | val_loss: 0.0311983 | Time: 2937.36 ms [2022-02-28 04:04:02 main:574] : INFO : Epoch 1699 | loss: 0.0312005 | val_loss: 0.0311952 | Time: 3067.21 ms [2022-02-28 04:04:05 main:574] : INFO : Epoch 1700 | loss: 0.0311986 | val_loss: 0.0311974 | Time: 2951.83 ms [2022-02-28 04:04:08 main:574] : INFO : Epoch 1701 | loss: 0.0312006 | val_loss: 0.031201 | Time: 2873.93 ms [2022-02-28 04:04:11 main:574] : INFO : Epoch 1702 | loss: 0.0311991 | val_loss: 0.0311951 | Time: 2950.84 ms [2022-02-28 04:04:14 main:574] : INFO : Epoch 1703 | loss: 0.0311997 | val_loss: 0.0311959 | Time: 2918.94 ms [2022-02-28 04:04:17 main:574] : INFO : Epoch 1704 | loss: 0.0311991 | val_loss: 0.0311951 | Time: 2945.65 ms [2022-02-28 04:04:20 main:574] : INFO : Epoch 1705 | loss: 0.0311995 | val_loss: 0.0312004 | Time: 2952.36 ms [2022-02-28 04:04:23 main:574] : INFO : Epoch 1706 | loss: 0.0312006 | val_loss: 0.0311952 | Time: 2919.24 ms [2022-02-28 04:04:26 main:574] : INFO : Epoch 1707 | loss: 0.0311986 | val_loss: 0.031195 | Time: 2928.79 ms [2022-02-28 04:04:29 main:574] : INFO : Epoch 1708 | loss: 0.0311991 | val_loss: 0.0311955 | Time: 3000.44 ms [2022-02-28 04:04:32 main:574] : INFO : Epoch 1709 | loss: 0.031201 | val_loss: 0.0311969 | Time: 2974.25 ms [2022-02-28 04:04:35 main:574] : INFO : Epoch 1710 | loss: 0.0312008 | val_loss: 0.0311964 | Time: 2910.32 ms [2022-02-28 04:04:38 main:574] : INFO : Epoch 1711 | loss: 0.0312005 | val_loss: 0.0311954 | Time: 2977.12 ms [2022-02-28 04:04:41 main:574] : INFO : Epoch 1712 | loss: 0.0311987 | val_loss: 0.0311961 | Time: 3022.59 ms [2022-02-28 04:04:43 main:574] : INFO : Epoch 1713 | loss: 0.0311982 | val_loss: 0.0311964 | Time: 2936.34 ms [2022-02-28 04:04:46 main:574] : INFO : Epoch 1714 | loss: 0.0311979 | val_loss: 0.0311977 | Time: 2893.16 ms [2022-02-28 04:04:49 main:574] : INFO : Epoch 1715 | loss: 0.0312007 | val_loss: 0.0311988 | Time: 2947.11 ms [2022-02-28 04:04:52 main:574] : INFO : Epoch 1716 | loss: 0.0312011 | val_loss: 0.0311998 | Time: 2933.31 ms [2022-02-28 04:04:55 main:574] : INFO : Epoch 1717 | loss: 0.0312014 | val_loss: 0.0312 | Time: 2882.25 ms [2022-02-28 04:04:58 main:574] : INFO : Epoch 1718 | loss: 0.0311981 | val_loss: 0.0311954 | Time: 2890.74 ms [2022-02-28 04:05:01 main:574] : INFO : Epoch 1719 | loss: 0.0311975 | val_loss: 0.0311954 | Time: 2935.12 ms [2022-02-28 04:05:04 main:574] : INFO : Epoch 1720 | loss: 0.0311975 | val_loss: 0.031195 | Time: 2889.35 ms [2022-02-28 04:05:07 main:574] : INFO : Epoch 1721 | loss: 0.0311975 | val_loss: 0.0311955 | Time: 2903.16 ms [2022-02-28 04:05:10 main:574] : INFO : Epoch 1722 | loss: 0.0311974 | val_loss: 0.031195 | Time: 2931.67 ms [2022-02-28 04:05:13 main:574] : INFO : Epoch 1723 | loss: 0.0311972 | val_loss: 0.0312006 | Time: 2950.61 ms [2022-02-28 04:05:16 main:574] : INFO : Epoch 1724 | loss: 0.0311976 | val_loss: 0.0311954 | Time: 2926.09 ms [2022-02-28 04:05:19 main:574] : INFO : Epoch 1725 | loss: 0.0311991 | val_loss: 0.0311977 | Time: 2975.3 ms [2022-02-28 04:05:22 main:574] : INFO : Epoch 1726 | loss: 0.0311992 | val_loss: 0.0311967 | Time: 2921.59 ms [2022-02-28 04:05:24 main:574] : INFO : Epoch 1727 | loss: 0.0311981 | val_loss: 0.031197 | Time: 2943.13 ms [2022-02-28 04:05:27 main:574] : INFO : Epoch 1728 | loss: 0.0311983 | val_loss: 0.0311956 | Time: 2967.19 ms [2022-02-28 04:05:30 main:574] : INFO : Epoch 1729 | loss: 0.0311982 | val_loss: 0.0311956 | Time: 2894.77 ms [2022-02-28 04:05:33 main:574] : INFO : Epoch 1730 | loss: 0.0311994 | val_loss: 0.031202 | Time: 2906.86 ms [2022-02-28 04:05:36 main:574] : INFO : Epoch 1731 | loss: 0.0312008 | val_loss: 0.0312069 | Time: 2952.57 ms [2022-02-28 04:05:39 main:574] : INFO : Epoch 1732 | loss: 0.0312035 | val_loss: 0.0311996 | Time: 2948.86 ms [2022-02-28 04:05:42 main:574] : INFO : Epoch 1733 | loss: 0.031199 | val_loss: 0.0311944 | Time: 2904.58 ms [2022-02-28 04:05:45 main:574] : INFO : Epoch 1734 | loss: 0.0311972 | val_loss: 0.0311945 | Time: 3085.12 ms [2022-02-28 04:05:48 main:574] : INFO : Epoch 1735 | loss: 0.0311973 | val_loss: 0.0311949 | Time: 3043.42 ms [2022-02-28 04:05:51 main:574] : INFO : Epoch 1736 | loss: 0.031198 | val_loss: 0.0311945 | Time: 2937.35 ms [2022-02-28 04:05:54 main:574] : INFO : Epoch 1737 | loss: 0.0311985 | val_loss: 0.0312009 | Time: 2943.48 ms [2022-02-28 04:05:57 main:574] : INFO : Epoch 1738 | loss: 0.0311978 | val_loss: 0.0311947 | Time: 2954.01 ms [2022-02-28 04:06:00 main:574] : INFO : Epoch 1739 | loss: 0.0311971 | val_loss: 0.0311941 | Time: 2934.66 ms [2022-02-28 04:06:03 main:574] : INFO : Epoch 1740 | loss: 0.0311976 | val_loss: 0.031194 | Time: 2929.89 ms [2022-02-28 04:06:06 main:574] : INFO : Epoch 1741 | loss: 0.0311982 | val_loss: 0.0311976 | Time: 2869.4 ms [2022-02-28 04:06:09 main:574] : INFO : Epoch 1742 | loss: 0.0311998 | val_loss: 0.0311949 | Time: 2933.26 ms [2022-02-28 04:06:12 main:574] : INFO : Epoch 1743 | loss: 0.0311987 | val_loss: 0.0311939 | Time: 2897.89 ms [2022-02-28 04:06:14 main:574] : INFO : Epoch 1744 | loss: 0.0311966 | val_loss: 0.0311954 | Time: 2852.15 ms [2022-02-28 04:06:17 main:574] : INFO : Epoch 1745 | loss: 0.0311991 | val_loss: 0.0311975 | Time: 2938.51 ms [2022-02-28 04:06:20 main:574] : INFO : Epoch 1746 | loss: 0.0311973 | val_loss: 0.0311949 | Time: 2963.57 ms [2022-02-28 04:06:23 main:574] : INFO : Epoch 1747 | loss: 0.0311969 | val_loss: 0.0311937 | Time: 2992.17 ms [2022-02-28 04:06:26 main:574] : INFO : Epoch 1748 | loss: 0.0311991 | val_loss: 0.0311935 | Time: 2865.83 ms [2022-02-28 04:06:29 main:574] : INFO : Epoch 1749 | loss: 0.0311965 | val_loss: 0.0311935 | Time: 2925.26 ms [2022-02-28 04:06:32 main:574] : INFO : Epoch 1750 | loss: 0.0311971 | val_loss: 0.0311943 | Time: 2920.77 ms [2022-02-28 04:06:35 main:574] : INFO : Epoch 1751 | loss: 0.0311964 | val_loss: 0.0311948 | Time: 2929.52 ms [2022-02-28 04:06:38 main:574] : INFO : Epoch 1752 | loss: 0.0311972 | val_loss: 0.0311954 | Time: 2907.91 ms [2022-02-28 04:06:41 main:574] : INFO : Epoch 1753 | loss: 0.0311965 | val_loss: 0.0311929 | Time: 2936.17 ms [2022-02-28 04:06:44 main:574] : INFO : Epoch 1754 | loss: 0.0311976 | val_loss: 0.0311943 | Time: 3000.63 ms [2022-02-28 04:06:47 main:574] : INFO : Epoch 1755 | loss: 0.0311962 | val_loss: 0.0311932 | Time: 2875.89 ms [2022-02-28 04:06:50 main:574] : INFO : Epoch 1756 | loss: 0.031196 | val_loss: 0.0311933 | Time: 3042.51 ms [2022-02-28 04:06:53 main:574] : INFO : Epoch 1757 | loss: 0.0311958 | val_loss: 0.0311936 | Time: 2957.82 ms [2022-02-28 04:06:56 main:574] : INFO : Epoch 1758 | loss: 0.0311973 | val_loss: 0.0311986 | Time: 2906 ms [2022-02-28 04:06:59 main:574] : INFO : Epoch 1759 | loss: 0.0311981 | val_loss: 0.0311928 | Time: 2904.07 ms [2022-02-28 04:07:02 main:574] : INFO : Epoch 1760 | loss: 0.0311955 | val_loss: 0.0311928 | Time: 2920.87 ms [2022-02-28 04:07:04 main:574] : INFO : Epoch 1761 | loss: 0.0311955 | val_loss: 0.0311925 | Time: 2879.22 ms [2022-02-28 04:07:07 main:574] : INFO : Epoch 1762 | loss: 0.0311964 | val_loss: 0.0311927 | Time: 2911.02 ms [2022-02-28 04:07:10 main:574] : INFO : Epoch 1763 | loss: 0.0311954 | val_loss: 0.0311923 | Time: 2849.5 ms [2022-02-28 04:07:13 main:574] : INFO : Epoch 1764 | loss: 0.0311959 | val_loss: 0.0311949 | Time: 2884.2 ms [2022-02-28 04:07:16 main:574] : INFO : Epoch 1765 | loss: 0.0311952 | val_loss: 0.0311926 | Time: 2844.53 ms [2022-02-28 04:07:19 main:574] : INFO : Epoch 1766 | loss: 0.031195 | val_loss: 0.031195 | Time: 2959.77 ms [2022-02-28 04:07:22 main:574] : INFO : Epoch 1767 | loss: 0.031197 | val_loss: 0.031192 | Time: 2927.67 ms [2022-02-28 04:07:25 main:574] : INFO : Epoch 1768 | loss: 0.0311943 | val_loss: 0.031192 | Time: 2909.77 ms [2022-02-28 04:07:28 main:574] : INFO : Epoch 1769 | loss: 0.0311941 | val_loss: 0.0311942 | Time: 2946.18 ms [2022-02-28 04:07:31 main:574] : INFO : Epoch 1770 | loss: 0.0311955 | val_loss: 0.031192 | Time: 2918.78 ms [2022-02-28 04:07:34 main:574] : INFO : Epoch 1771 | loss: 0.0311967 | val_loss: 0.0311935 | Time: 2939.26 ms [2022-02-28 04:07:36 main:574] : INFO : Epoch 1772 | loss: 0.0311942 | val_loss: 0.0311917 | Time: 2933.83 ms [2022-02-28 04:07:39 main:574] : INFO : Epoch 1773 | loss: 0.0311932 | val_loss: 0.0311917 | Time: 2966.02 ms [2022-02-28 04:07:42 main:574] : INFO : Epoch 1774 | loss: 0.0311926 | val_loss: 0.0311919 | Time: 2936.06 ms [2022-02-28 04:07:45 main:574] : INFO : Epoch 1775 | loss: 0.0311925 | val_loss: 0.031196 | Time: 2982.28 ms [2022-02-28 04:07:48 main:574] : INFO : Epoch 1776 | loss: 0.0311954 | val_loss: 0.031192 | Time: 2925.07 ms [2022-02-28 04:07:51 main:574] : INFO : Epoch 1777 | loss: 0.0311949 | val_loss: 0.0311884 | Time: 2905.32 ms [2022-02-28 04:07:54 main:574] : INFO : Epoch 1778 | loss: 0.0311902 | val_loss: 0.0311894 | Time: 3011.01 ms [2022-02-28 04:07:57 main:574] : INFO : Epoch 1779 | loss: 0.0311914 | val_loss: 0.0311885 | Time: 3130.68 ms [2022-02-28 04:08:00 main:574] : INFO : Epoch 1780 | loss: 0.0311893 | val_loss: 0.0311867 | Time: 2964.93 ms [2022-02-28 04:08:03 main:574] : INFO : Epoch 1781 | loss: 0.0311879 | val_loss: 0.0311864 | Time: 2920.74 ms [2022-02-28 04:08:06 main:574] : INFO : Epoch 1782 | loss: 0.0311909 | val_loss: 0.0311874 | Time: 2875.89 ms [2022-02-28 04:08:09 main:574] : INFO : Epoch 1783 | loss: 0.0311895 | val_loss: 0.0311853 | Time: 2857.35 ms [2022-02-28 04:08:12 main:574] : INFO : Epoch 1784 | loss: 0.0311906 | val_loss: 0.0311855 | Time: 2858.52 ms [2022-02-28 04:08:15 main:574] : INFO : Epoch 1785 | loss: 0.0311879 | val_loss: 0.0311847 | Time: 2889.08 ms [2022-02-28 04:08:18 main:574] : INFO : Epoch 1786 | loss: 0.0311885 | val_loss: 0.0311835 | Time: 2946.39 ms [2022-02-28 04:08:21 main:574] : INFO : Epoch 1787 | loss: 0.0311849 | val_loss: 0.0311807 | Time: 2960.51 ms [2022-02-28 04:08:24 main:574] : INFO : Epoch 1788 | loss: 0.0311829 | val_loss: 0.0311823 | Time: 2881.97 ms [2022-02-28 04:08:27 main:574] : INFO : Epoch 1789 | loss: 0.0311826 | val_loss: 0.0311778 | Time: 2964.14 ms [2022-02-28 04:08:29 main:574] : INFO : Epoch 1790 | loss: 0.0311814 | val_loss: 0.0311785 | Time: 2928.54 ms [2022-02-28 04:08:32 main:574] : INFO : Epoch 1791 | loss: 0.0311823 | val_loss: 0.0311757 | Time: 2958.12 ms [2022-02-28 04:08:35 main:574] : INFO : Epoch 1792 | loss: 0.0311792 | val_loss: 0.0311745 | Time: 2988.32 ms [2022-02-28 04:08:38 main:574] : INFO : Epoch 1793 | loss: 0.0311777 | val_loss: 0.0311745 | Time: 2895.9 ms [2022-02-28 04:08:41 main:574] : INFO : Epoch 1794 | loss: 0.0311761 | val_loss: 0.0311768 | Time: 2867.31 ms [2022-02-28 04:08:44 main:574] : INFO : Epoch 1795 | loss: 0.0311748 | val_loss: 0.0311739 | Time: 2965.3 ms [2022-02-28 04:08:47 main:574] : INFO : Epoch 1796 | loss: 0.0311744 | val_loss: 0.0311723 | Time: 2872.16 ms [2022-02-28 04:08:50 main:574] : INFO : Epoch 1797 | loss: 0.0311745 | val_loss: 0.0311721 | Time: 2877.64 ms [2022-02-28 04:08:53 main:574] : INFO : Epoch 1798 | loss: 0.0311733 | val_loss: 0.0311757 | Time: 2930.64 ms [2022-02-28 04:08:56 main:574] : INFO : Epoch 1799 | loss: 0.031173 | val_loss: 0.0311716 | Time: 2930.48 ms [2022-02-28 04:08:59 main:574] : INFO : Epoch 1800 | loss: 0.0311725 | val_loss: 0.0311716 | Time: 2927.66 ms [2022-02-28 04:09:02 main:574] : INFO : Epoch 1801 | loss: 0.031172 | val_loss: 0.0311717 | Time: 3068.28 ms [2022-02-28 04:09:05 main:574] : INFO : Epoch 1802 | loss: 0.0311744 | val_loss: 0.0311755 | Time: 3073.32 ms [2022-02-28 04:09:08 main:574] : INFO : Epoch 1803 | loss: 0.0311713 | val_loss: 0.0311726 | Time: 2954.11 ms [2022-02-28 04:09:11 main:574] : INFO : Epoch 1804 | loss: 0.0311707 | val_loss: 0.0311714 | Time: 2947.86 ms [2022-02-28 04:09:14 main:574] : INFO : Epoch 1805 | loss: 0.0311702 | val_loss: 0.0311718 | Time: 2837.07 ms [2022-02-28 04:09:17 main:574] : INFO : Epoch 1806 | loss: 0.0311705 | val_loss: 0.0311726 | Time: 2927.43 ms [2022-02-28 04:09:19 main:574] : INFO : Epoch 1807 | loss: 0.0311709 | val_loss: 0.0311708 | Time: 2886.97 ms [2022-02-28 04:09:22 main:574] : INFO : Epoch 1808 | loss: 0.03117 | val_loss: 0.031171 | Time: 2958.86 ms [2022-02-28 04:09:25 main:574] : INFO : Epoch 1809 | loss: 0.0311686 | val_loss: 0.0311705 | Time: 2944.04 ms [2022-02-28 04:09:28 main:574] : INFO : Epoch 1810 | loss: 0.0311681 | val_loss: 0.0311706 | Time: 2875.68 ms [2022-02-28 04:09:31 main:574] : INFO : Epoch 1811 | loss: 0.0311678 | val_loss: 0.0311703 | Time: 2997.17 ms [2022-02-28 04:09:34 main:574] : INFO : Epoch 1812 | loss: 0.0311692 | val_loss: 0.0311718 | Time: 2954.55 ms [2022-02-28 04:09:37 main:574] : INFO : Epoch 1813 | loss: 0.0311689 | val_loss: 0.0311708 | Time: 2888.75 ms [2022-02-28 04:09:40 main:574] : INFO : Epoch 1814 | loss: 0.0311678 | val_loss: 0.031172 | Time: 2937.86 ms [2022-02-28 04:09:43 main:574] : INFO : Epoch 1815 | loss: 0.0311684 | val_loss: 0.0311711 | Time: 2888.4 ms [2022-02-28 04:09:46 main:574] : INFO : Epoch 1816 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 2893.45 ms [2022-02-28 04:09:49 main:574] : INFO : Epoch 1817 | loss: 0.0311684 | val_loss: 0.0311701 | Time: 3014.24 ms [2022-02-28 04:09:52 main:574] : INFO : Epoch 1818 | loss: 0.0311674 | val_loss: 0.0311696 | Time: 2903.93 ms [2022-02-28 04:09:55 main:574] : INFO : Epoch 1819 | loss: 0.0311662 | val_loss: 0.03117 | Time: 2943.36 ms [2022-02-28 04:09:58 main:574] : INFO : Epoch 1820 | loss: 0.0311659 | val_loss: 0.031171 | Time: 2937.9 ms [2022-02-28 04:10:01 main:574] : INFO : Epoch 1821 | loss: 0.0311707 | val_loss: 0.0311717 | Time: 2913.81 ms [2022-02-28 04:10:03 main:574] : INFO : Epoch 1822 | loss: 0.0311691 | val_loss: 0.0311701 | Time: 2925.54 ms [2022-02-28 04:10:06 main:574] : INFO : Epoch 1823 | loss: 0.031171 | val_loss: 0.0311802 | Time: 2943.89 ms [2022-02-28 04:10:10 main:574] : INFO : Epoch 1824 | loss: 0.0311804 | val_loss: 0.0311934 | Time: 3148.04 ms [2022-02-28 04:10:13 main:574] : INFO : Epoch 1825 | loss: 0.0311741 | val_loss: 0.0311723 | Time: 3019.62 ms [2022-02-28 04:10:16 main:574] : INFO : Epoch 1826 | loss: 0.0311674 | val_loss: 0.0311697 | Time: 2916.09 ms [2022-02-28 04:10:18 main:574] : INFO : Epoch 1827 | loss: 0.0311656 | val_loss: 0.0311703 | Time: 2862.99 ms [2022-02-28 04:10:21 main:574] : INFO : Epoch 1828 | loss: 0.031165 | val_loss: 0.0311698 | Time: 2888.42 ms [2022-02-28 04:10:24 main:574] : INFO : Epoch 1829 | loss: 0.0311651 | val_loss: 0.0311697 | Time: 2870.62 ms [2022-02-28 04:10:27 main:574] : INFO : Epoch 1830 | loss: 0.0311644 | val_loss: 0.0311691 | Time: 2916.91 ms [2022-02-28 04:10:30 main:574] : INFO : Epoch 1831 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 2910.07 ms [2022-02-28 04:10:33 main:574] : INFO : Epoch 1832 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 2962.37 ms [2022-02-28 04:10:36 main:574] : INFO : Epoch 1833 | loss: 0.0311633 | val_loss: 0.0311697 | Time: 2878.99 ms [2022-02-28 04:10:39 main:574] : INFO : Epoch 1834 | loss: 0.0311635 | val_loss: 0.03117 | Time: 2928.7 ms [2022-02-28 04:10:42 main:574] : INFO : Epoch 1835 | loss: 0.0311629 | val_loss: 0.031172 | Time: 2908.62 ms [2022-02-28 04:10:45 main:574] : INFO : Epoch 1836 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 2978.65 ms [2022-02-28 04:10:48 main:574] : INFO : Epoch 1837 | loss: 0.0311651 | val_loss: 0.0311703 | Time: 2885.38 ms [2022-02-28 04:10:51 main:574] : INFO : Epoch 1838 | loss: 0.0311631 | val_loss: 0.0311703 | Time: 2980.65 ms [2022-02-28 04:10:53 main:574] : INFO : Epoch 1839 | loss: 0.0311616 | val_loss: 0.0311697 | Time: 2942.35 ms [2022-02-28 04:10:56 main:574] : INFO : Epoch 1840 | loss: 0.0311614 | val_loss: 0.031171 | Time: 2971.57 ms [2022-02-28 04:10:59 main:574] : INFO : Epoch 1841 | loss: 0.0311617 | val_loss: 0.0311698 | Time: 2961.88 ms [2022-02-28 04:11:02 main:574] : INFO : Epoch 1842 | loss: 0.0311609 | val_loss: 0.0311707 | Time: 2891.21 ms [2022-02-28 04:11:05 main:574] : INFO : Epoch 1843 | loss: 0.0311608 | val_loss: 0.0311717 | Time: 2902.3 ms [2022-02-28 04:11:08 main:574] : INFO : Epoch 1844 | loss: 0.0311614 | val_loss: 0.0311715 | Time: 2979.46 ms [2022-02-28 04:11:11 main:574] : INFO : Epoch 1845 | loss: 0.0311623 | val_loss: 0.0311696 | Time: 2878.03 ms [2022-02-28 04:11:14 main:574] : INFO : Epoch 1846 | loss: 0.0311615 | val_loss: 0.0311725 | Time: 3133.73 ms [2022-02-28 04:11:17 main:574] : INFO : Epoch 1847 | loss: 0.0311648 | val_loss: 0.0311776 | Time: 3015.74 ms [2022-02-28 04:11:20 main:574] : INFO : Epoch 1848 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 2883.57 ms [2022-02-28 04:11:23 main:574] : INFO : Epoch 1849 | loss: 0.0311632 | val_loss: 0.0311703 | Time: 2988.12 ms [2022-02-28 04:11:26 main:574] : INFO : Epoch 1850 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 2983.98 ms [2022-02-28 04:11:29 main:574] : INFO : Epoch 1851 | loss: 0.0311634 | val_loss: 0.0311692 | Time: 2977.56 ms [2022-02-28 04:11:32 main:574] : INFO : Epoch 1852 | loss: 0.0311625 | val_loss: 0.031174 | Time: 2842.31 ms [2022-02-28 04:11:35 main:574] : INFO : Epoch 1853 | loss: 0.0311628 | val_loss: 0.0311698 | Time: 2952.11 ms [2022-02-28 04:11:38 main:574] : INFO : Epoch 1854 | loss: 0.0311607 | val_loss: 0.0311705 | Time: 2917.83 ms [2022-02-28 04:11:41 main:574] : INFO : Epoch 1855 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 2909.17 ms [2022-02-28 04:11:44 main:574] : INFO : Epoch 1856 | loss: 0.0311687 | val_loss: 0.0311702 | Time: 2977.89 ms [2022-02-28 04:11:47 main:574] : INFO : Epoch 1857 | loss: 0.0311671 | val_loss: 0.0311699 | Time: 2981.73 ms [2022-02-28 04:11:50 main:574] : INFO : Epoch 1858 | loss: 0.0311652 | val_loss: 0.0311682 | Time: 2898.64 ms [2022-02-28 04:11:53 main:574] : INFO : Epoch 1859 | loss: 0.0311643 | val_loss: 0.0311688 | Time: 2930.49 ms [2022-02-28 04:11:55 main:574] : INFO : Epoch 1860 | loss: 0.0311643 | val_loss: 0.0311683 | Time: 2895.69 ms [2022-02-28 04:11:58 main:574] : INFO : Epoch 1861 | loss: 0.031165 | val_loss: 0.0311698 | Time: 2961.57 ms [2022-02-28 04:12:01 main:574] : INFO : Epoch 1862 | loss: 0.0311642 | val_loss: 0.031169 | Time: 2879.74 ms [2022-02-28 04:12:04 main:574] : INFO : Epoch 1863 | loss: 0.031163 | val_loss: 0.0311689 | Time: 2943.66 ms [2022-02-28 04:12:07 main:574] : INFO : Epoch 1864 | loss: 0.0311626 | val_loss: 0.0311694 | Time: 2916.81 ms [2022-02-28 04:12:10 main:574] : INFO : Epoch 1865 | loss: 0.0311633 | val_loss: 0.0311711 | Time: 2942.63 ms [2022-02-28 04:12:13 main:574] : INFO : Epoch 1866 | loss: 0.0311634 | val_loss: 0.031171 | Time: 2969.51 ms [2022-02-28 04:12:16 main:574] : INFO : Epoch 1867 | loss: 0.0311629 | val_loss: 0.0311694 | Time: 2949.36 ms [2022-02-28 04:12:19 main:574] : INFO : Epoch 1868 | loss: 0.0311619 | val_loss: 0.0311688 | Time: 3271.23 ms [2022-02-28 04:12:23 main:574] : INFO : Epoch 1869 | loss: 0.0311609 | val_loss: 0.0311684 | Time: 3192.73 ms [2022-02-28 04:12:25 main:574] : INFO : Epoch 1870 | loss: 0.03116 | val_loss: 0.0311684 | Time: 2898.6 ms [2022-02-28 04:12:28 main:574] : INFO : Epoch 1871 | loss: 0.0311606 | val_loss: 0.0311691 | Time: 3035.29 ms [2022-02-28 04:12:31 main:574] : INFO : Epoch 1872 | loss: 0.0311618 | val_loss: 0.0311715 | Time: 2884.27 ms [2022-02-28 04:12:34 main:574] : INFO : Epoch 1873 | loss: 0.0311604 | val_loss: 0.0311702 | Time: 2964.7 ms [2022-02-28 04:12:37 main:574] : INFO : Epoch 1874 | loss: 0.0311605 | val_loss: 0.0311691 | Time: 2932.61 ms [2022-02-28 04:12:40 main:574] : INFO : Epoch 1875 | loss: 0.0311615 | val_loss: 0.0311704 | Time: 2944.53 ms [2022-02-28 04:12:43 main:574] : INFO : Epoch 1876 | loss: 0.0311597 | val_loss: 0.0311725 | Time: 2934.87 ms [2022-02-28 04:12:46 main:574] : INFO : Epoch 1877 | loss: 0.0311604 | val_loss: 0.0311731 | Time: 2927.04 ms [2022-02-28 04:12:49 main:574] : INFO : Epoch 1878 | loss: 0.031161 | val_loss: 0.031172 | Time: 2930.42 ms [2022-02-28 04:12:52 main:574] : INFO : Epoch 1879 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 2960.92 ms [2022-02-28 04:12:55 main:574] : INFO : Epoch 1880 | loss: 0.0311582 | val_loss: 0.0311704 | Time: 2889.8 ms [2022-02-28 04:12:58 main:574] : INFO : Epoch 1881 | loss: 0.0311585 | val_loss: 0.0311688 | Time: 2871.2 ms [2022-02-28 04:13:01 main:574] : INFO : Epoch 1882 | loss: 0.0311587 | val_loss: 0.0311756 | Time: 2988.86 ms [2022-02-28 04:13:04 main:574] : INFO : Epoch 1883 | loss: 0.0311636 | val_loss: 0.0311696 | Time: 2936.76 ms [2022-02-28 04:13:07 main:574] : INFO : Epoch 1884 | loss: 0.0311632 | val_loss: 0.0311687 | Time: 2952.03 ms [2022-02-28 04:13:10 main:574] : INFO : Epoch 1885 | loss: 0.031162 | val_loss: 0.0311706 | Time: 2916.59 ms [2022-02-28 04:13:12 main:574] : INFO : Epoch 1886 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 2890.25 ms [2022-02-28 04:13:15 main:574] : INFO : Epoch 1887 | loss: 0.0311593 | val_loss: 0.0311698 | Time: 2932.95 ms [2022-02-28 04:13:18 main:574] : INFO : Epoch 1888 | loss: 0.031159 | val_loss: 0.0311689 | Time: 2945.72 ms [2022-02-28 04:13:21 main:574] : INFO : Epoch 1889 | loss: 0.0311584 | val_loss: 0.0311697 | Time: 2926.12 ms [2022-02-28 04:13:24 main:574] : INFO : Epoch 1890 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 2971.56 ms [2022-02-28 04:13:27 main:574] : INFO : Epoch 1891 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 2973.54 ms [2022-02-28 04:13:30 main:574] : INFO : Epoch 1892 | loss: 0.0311611 | val_loss: 0.031169 | Time: 2913.06 ms [2022-02-28 04:13:33 main:574] : INFO : Epoch 1893 | loss: 0.0311613 | val_loss: 0.0311755 | Time: 2952.59 ms [2022-02-28 04:13:36 main:574] : INFO : Epoch 1894 | loss: 0.0311612 | val_loss: 0.0311753 | Time: 2897.79 ms [2022-02-28 04:13:39 main:574] : INFO : Epoch 1895 | loss: 0.0311593 | val_loss: 0.0311756 | Time: 2920.51 ms [2022-02-28 04:13:42 main:574] : INFO : Epoch 1896 | loss: 0.0311579 | val_loss: 0.0311707 | Time: 2938.2 ms [2022-02-28 04:13:45 main:574] : INFO : Epoch 1897 | loss: 0.0311571 | val_loss: 0.0311711 | Time: 3003.48 ms [2022-02-28 04:13:48 main:574] : INFO : Epoch 1898 | loss: 0.0311573 | val_loss: 0.0311695 | Time: 2934.79 ms [2022-02-28 04:13:51 main:574] : INFO : Epoch 1899 | loss: 0.0311579 | val_loss: 0.0311731 | Time: 2884.73 ms [2022-02-28 04:13:54 main:574] : INFO : Epoch 1900 | loss: 0.0311619 | val_loss: 0.0311795 | Time: 2927.19 ms [2022-02-28 04:13:57 main:574] : INFO : Epoch 1901 | loss: 0.0311601 | val_loss: 0.0311741 | Time: 2924.81 ms [2022-02-28 04:13:59 main:574] : INFO : Epoch 1902 | loss: 0.0311554 | val_loss: 0.0311733 | Time: 2904.15 ms [2022-02-28 04:14:02 main:574] : INFO : Epoch 1903 | loss: 0.0311575 | val_loss: 0.0311719 | Time: 2882.04 ms [2022-02-28 04:14:05 main:574] : INFO : Epoch 1904 | loss: 0.0311559 | val_loss: 0.0311755 | Time: 2884.36 ms [2022-02-28 04:14:08 main:574] : INFO : Epoch 1905 | loss: 0.0311576 | val_loss: 0.0311775 | Time: 2888.83 ms [2022-02-28 04:14:11 main:574] : INFO : Epoch 1906 | loss: 0.0311554 | val_loss: 0.0311724 | Time: 2935.42 ms [2022-02-28 04:14:14 main:574] : INFO : Epoch 1907 | loss: 0.0311562 | val_loss: 0.0311768 | Time: 2885.3 ms [2022-02-28 04:14:17 main:574] : INFO : Epoch 1908 | loss: 0.0311554 | val_loss: 0.0311729 | Time: 2909.39 ms [2022-02-28 04:14:20 main:574] : INFO : Epoch 1909 | loss: 0.0311549 | val_loss: 0.0311716 | Time: 2964.13 ms [2022-02-28 04:14:23 main:574] : INFO : Epoch 1910 | loss: 0.0311553 | val_loss: 0.0311729 | Time: 2836.51 ms [2022-02-28 04:14:26 main:574] : INFO : Epoch 1911 | loss: 0.0311551 | val_loss: 0.0311785 | Time: 2867.48 ms [2022-02-28 04:14:29 main:574] : INFO : Epoch 1912 | loss: 0.0311571 | val_loss: 0.0311712 | Time: 2978.67 ms [2022-02-28 04:14:32 main:574] : INFO : Epoch 1913 | loss: 0.0311566 | val_loss: 0.0311742 | Time: 3222.97 ms [2022-02-28 04:14:35 main:574] : INFO : Epoch 1914 | loss: 0.0311596 | val_loss: 0.0311735 | Time: 3064.62 ms [2022-02-28 04:14:38 main:574] : INFO : Epoch 1915 | loss: 0.0311591 | val_loss: 0.031174 | Time: 2943.47 ms [2022-02-28 04:14:41 main:574] : INFO : Epoch 1916 | loss: 0.0311597 | val_loss: 0.0311731 | Time: 2933.29 ms [2022-02-28 04:14:44 main:574] : INFO : Epoch 1917 | loss: 0.0311558 | val_loss: 0.0311737 | Time: 3002.94 ms [2022-02-28 04:14:47 main:574] : INFO : Epoch 1918 | loss: 0.0311543 | val_loss: 0.0311775 | Time: 2980.71 ms [2022-02-28 04:14:50 main:574] : INFO : Epoch 1919 | loss: 0.0311558 | val_loss: 0.0311806 | Time: 2934.37 ms [2022-02-28 04:14:53 main:574] : INFO : Epoch 1920 | loss: 0.0311533 | val_loss: 0.0311766 | Time: 2887.75 ms [2022-02-28 04:14:55 main:574] : INFO : Epoch 1921 | loss: 0.0311526 | val_loss: 0.0311725 | Time: 2873.35 ms [2022-02-28 04:14:58 main:574] : INFO : Epoch 1922 | loss: 0.0311522 | val_loss: 0.0311753 | Time: 2940.44 ms [2022-02-28 04:15:01 main:574] : INFO : Epoch 1923 | loss: 0.0311542 | val_loss: 0.0311751 | Time: 3082.19 ms [2022-02-28 04:15:04 main:574] : INFO : Epoch 1924 | loss: 0.0311534 | val_loss: 0.0311783 | Time: 2903.01 ms [2022-02-28 04:15:07 main:574] : INFO : Epoch 1925 | loss: 0.0311519 | val_loss: 0.0311772 | Time: 2952.3 ms [2022-02-28 04:15:10 main:574] : INFO : Epoch 1926 | loss: 0.0311515 | val_loss: 0.0311757 | Time: 2875.84 ms [2022-02-28 04:15:13 main:574] : INFO : Epoch 1927 | loss: 0.0311508 | val_loss: 0.0311749 | Time: 2888.35 ms [2022-02-28 04:15:16 main:574] : INFO : Epoch 1928 | loss: 0.0311511 | val_loss: 0.0311769 | Time: 2920.95 ms [2022-02-28 04:15:19 main:574] : INFO : Epoch 1929 | loss: 0.0311507 | val_loss: 0.0311812 | Time: 2969.94 ms [2022-02-28 04:15:22 main:574] : INFO : Epoch 1930 | loss: 0.031152 | val_loss: 0.0311781 | Time: 2948.25 ms [2022-02-28 04:15:25 main:574] : INFO : Epoch 1931 | loss: 0.0311524 | val_loss: 0.0311755 | Time: 2948.88 ms [2022-02-28 04:15:28 main:574] : INFO : Epoch 1932 | loss: 0.0311511 | val_loss: 0.0311793 | Time: 2852.96 ms [2022-02-28 04:15:31 main:574] : INFO : Epoch 1933 | loss: 0.0311504 | val_loss: 0.0311816 | Time: 2906.98 ms [2022-02-28 04:15:34 main:574] : INFO : Epoch 1934 | loss: 0.0311568 | val_loss: 0.0311789 | Time: 2912.82 ms [2022-02-28 04:15:37 main:574] : INFO : Epoch 1935 | loss: 0.0311554 | val_loss: 0.0311783 | Time: 3081.35 ms [2022-02-28 04:15:40 main:574] : INFO : Epoch 1936 | loss: 0.0311548 | val_loss: 0.0311817 | Time: 3065.66 ms [2022-02-28 04:15:43 main:574] : INFO : Epoch 1937 | loss: 0.0311562 | val_loss: 0.0311762 | Time: 3013.71 ms [2022-02-28 04:15:46 main:574] : INFO : Epoch 1938 | loss: 0.0311546 | val_loss: 0.0311733 | Time: 2966.19 ms [2022-02-28 04:15:49 main:574] : INFO : Epoch 1939 | loss: 0.0311545 | val_loss: 0.0311786 | Time: 2888.2 ms [2022-02-28 04:15:51 main:574] : INFO : Epoch 1940 | loss: 0.0311546 | val_loss: 0.0311773 | Time: 2897.51 ms [2022-02-28 04:15:54 main:574] : INFO : Epoch 1941 | loss: 0.0311526 | val_loss: 0.0311783 | Time: 2887.49 ms [2022-02-28 04:15:57 main:574] : INFO : Epoch 1942 | loss: 0.0311511 | val_loss: 0.0311759 | Time: 2934.6 ms [2022-02-28 04:16:00 main:574] : INFO : Epoch 1943 | loss: 0.0311526 | val_loss: 0.0311779 | Time: 2945.49 ms [2022-02-28 04:16:03 main:574] : INFO : Epoch 1944 | loss: 0.0311503 | val_loss: 0.0311757 | Time: 2882.85 ms [2022-02-28 04:16:06 main:574] : INFO : Epoch 1945 | loss: 0.0311555 | val_loss: 0.0311752 | Time: 2905.5 ms [2022-02-28 04:16:09 main:574] : INFO : Epoch 1946 | loss: 0.0311541 | val_loss: 0.0311753 | Time: 3002.47 ms [2022-02-28 04:16:12 main:574] : INFO : Epoch 1947 | loss: 0.0311532 | val_loss: 0.0311745 | Time: 2891.79 ms [2022-02-28 04:16:15 main:574] : INFO : Epoch 1948 | loss: 0.0311539 | val_loss: 0.0311746 | Time: 2922.96 ms [2022-02-28 04:16:18 main:574] : INFO : Epoch 1949 | loss: 0.031154 | val_loss: 0.0311817 | Time: 2899.25 ms [2022-02-28 04:16:21 main:574] : INFO : Epoch 1950 | loss: 0.0311523 | val_loss: 0.0311842 | Time: 2947.07 ms [2022-02-28 04:16:24 main:574] : INFO : Epoch 1951 | loss: 0.0311514 | val_loss: 0.0311749 | Time: 2847.91 ms [2022-02-28 04:16:27 main:574] : INFO : Epoch 1952 | loss: 0.0311504 | val_loss: 0.0311787 | Time: 2918.8 ms [2022-02-28 04:16:29 main:574] : INFO : Epoch 1953 | loss: 0.0311506 | val_loss: 0.0311773 | Time: 2941.12 ms [2022-02-28 04:16:32 main:574] : INFO : Epoch 1954 | loss: 0.0311487 | val_loss: 0.0311777 | Time: 2924.58 ms [2022-02-28 04:16:35 main:574] : INFO : Epoch 1955 | loss: 0.0311495 | val_loss: 0.0311778 | Time: 2897.45 ms [2022-02-28 04:16:38 main:574] : INFO : Epoch 1956 | loss: 0.0311477 | val_loss: 0.0311767 | Time: 2909.47 ms [2022-02-28 04:16:41 main:574] : INFO : Epoch 1957 | loss: 0.0311506 | val_loss: 0.031179 | Time: 3052.71 ms [2022-02-28 04:16:44 main:574] : INFO : Epoch 1958 | loss: 0.0311519 | val_loss: 0.0311788 | Time: 3088.26 ms [2022-02-28 04:16:47 main:574] : INFO : Epoch 1959 | loss: 0.0311501 | val_loss: 0.0311751 | Time: 2966.94 ms [2022-02-28 04:16:50 main:574] : INFO : Epoch 1960 | loss: 0.0311493 | val_loss: 0.0311786 | Time: 2936.23 ms [2022-02-28 04:16:53 main:574] : INFO : Epoch 1961 | loss: 0.031149 | val_loss: 0.0311754 | Time: 2909.3 ms [2022-02-28 04:16:56 main:574] : INFO : Epoch 1962 | loss: 0.0311517 | val_loss: 0.0311823 | Time: 2897.58 ms [2022-02-28 04:16:59 main:574] : INFO : Epoch 1963 | loss: 0.0311519 | val_loss: 0.0311805 | Time: 2896.33 ms [2022-02-28 04:17:02 main:574] : INFO : Epoch 1964 | loss: 0.0311499 | val_loss: 0.0311773 | Time: 2895.37 ms [2022-02-28 04:17:05 main:574] : INFO : Epoch 1965 | loss: 0.0311494 | val_loss: 0.0311807 | Time: 2875.06 ms [2022-02-28 04:17:08 main:574] : INFO : Epoch 1966 | loss: 0.0311486 | val_loss: 0.0311771 | Time: 2945.6 ms [2022-02-28 04:17:11 main:574] : INFO : Epoch 1967 | loss: 0.0311522 | val_loss: 0.0311789 | Time: 2916.16 ms [2022-02-28 04:17:14 main:574] : INFO : Epoch 1968 | loss: 0.0311514 | val_loss: 0.0311826 | Time: 2914.57 ms [2022-02-28 04:17:17 main:574] : INFO : Epoch 1969 | loss: 0.0311524 | val_loss: 0.0311771 | Time: 2957.37 ms [2022-02-28 04:17:19 main:574] : INFO : Epoch 1970 | loss: 0.0311549 | val_loss: 0.0311747 | Time: 2962.04 ms [2022-02-28 04:17:22 main:574] : INFO : Epoch 1971 | loss: 0.031155 | val_loss: 0.0311761 | Time: 2934.88 ms [2022-02-28 04:17:25 main:574] : INFO : Epoch 1972 | loss: 0.0311525 | val_loss: 0.0311763 | Time: 2936.17 ms [2022-02-28 04:17:28 main:574] : INFO : Epoch 1973 | loss: 0.03115 | val_loss: 0.0311776 | Time: 2941.13 ms [2022-02-28 04:17:31 main:574] : INFO : Epoch 1974 | loss: 0.0311486 | val_loss: 0.0311801 | Time: 2937.78 ms [2022-02-28 04:17:34 main:574] : INFO : Epoch 1975 | loss: 0.0311506 | val_loss: 0.0311808 | Time: 2937.39 ms [2022-02-28 04:17:37 main:574] : INFO : Epoch 1976 | loss: 0.031153 | val_loss: 0.0311814 | Time: 2929.45 ms [2022-02-28 04:17:40 main:574] : INFO : Epoch 1977 | loss: 0.0311532 | val_loss: 0.0311812 | Time: 2906.39 ms [2022-02-28 04:17:43 main:574] : INFO : Epoch 1978 | loss: 0.0311598 | val_loss: 0.0311811 | Time: 2962.29 ms [2022-02-28 04:17:46 main:574] : INFO : Epoch 1979 | loss: 0.0311589 | val_loss: 0.0311735 | Time: 2863.03 ms [2022-02-28 04:17:49 main:574] : INFO : Epoch 1980 | loss: 0.0311565 | val_loss: 0.0311726 | Time: 3009.46 ms [2022-02-28 04:17:52 main:574] : INFO : Epoch 1981 | loss: 0.0311552 | val_loss: 0.0311715 | Time: 3095.78 ms [2022-02-28 04:17:55 main:574] : INFO : Epoch 1982 | loss: 0.0311576 | val_loss: 0.0311784 | Time: 2870.84 ms [2022-02-28 04:17:58 main:574] : INFO : Epoch 1983 | loss: 0.0311598 | val_loss: 0.0311741 | Time: 2939.38 ms [2022-02-28 04:18:01 main:574] : INFO : Epoch 1984 | loss: 0.031158 | val_loss: 0.0311692 | Time: 2976.71 ms [2022-02-28 04:18:04 main:574] : INFO : Epoch 1985 | loss: 0.0311546 | val_loss: 0.0311706 | Time: 2895.22 ms [2022-02-28 04:18:07 main:574] : INFO : Epoch 1986 | loss: 0.0311577 | val_loss: 0.0311709 | Time: 2950.86 ms [2022-02-28 04:18:10 main:574] : INFO : Epoch 1987 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 2976.86 ms [2022-02-28 04:18:12 main:574] : INFO : Epoch 1988 | loss: 0.0311558 | val_loss: 0.0311708 | Time: 2886.99 ms [2022-02-28 04:18:15 main:574] : INFO : Epoch 1989 | loss: 0.0311526 | val_loss: 0.0311744 | Time: 2928.86 ms [2022-02-28 04:18:18 main:574] : INFO : Epoch 1990 | loss: 0.031153 | val_loss: 0.0311716 | Time: 2940.07 ms [2022-02-28 04:18:21 main:574] : INFO : Epoch 1991 | loss: 0.0311551 | val_loss: 0.031172 | Time: 2832.39 ms [2022-02-28 04:18:24 main:574] : INFO : Epoch 1992 | loss: 0.0311551 | val_loss: 0.0311724 | Time: 2931.76 ms [2022-02-28 04:18:27 main:574] : INFO : Epoch 1993 | loss: 0.0311524 | val_loss: 0.0311748 | Time: 2973.65 ms [2022-02-28 04:18:30 main:574] : INFO : Epoch 1994 | loss: 0.0311506 | val_loss: 0.0311719 | Time: 2919.14 ms [2022-02-28 04:18:33 main:574] : INFO : Epoch 1995 | loss: 0.0311559 | val_loss: 0.031177 | Time: 2893.59 ms [2022-02-28 04:18:36 main:574] : INFO : Epoch 1996 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 2932.58 ms [2022-02-28 04:18:39 main:574] : INFO : Epoch 1997 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 2940.13 ms [2022-02-28 04:18:42 main:574] : INFO : Epoch 1998 | loss: 0.0311715 | val_loss: 0.0311708 | Time: 2869.21 ms [2022-02-28 04:18:45 main:574] : INFO : Epoch 1999 | loss: 0.0311691 | val_loss: 0.0311722 | Time: 2915.67 ms [2022-02-28 04:18:48 main:574] : INFO : Epoch 2000 | loss: 0.0311663 | val_loss: 0.0311706 | Time: 2946.69 ms [2022-02-28 04:18:50 main:574] : INFO : Epoch 2001 | loss: 0.0311655 | val_loss: 0.03117 | Time: 2910.26 ms [2022-02-28 04:18:53 main:574] : INFO : Epoch 2002 | loss: 0.0311648 | val_loss: 0.0311711 | Time: 2997.05 ms [2022-02-28 04:18:57 main:574] : INFO : Epoch 2003 | loss: 0.031165 | val_loss: 0.0311702 | Time: 3095.75 ms [2022-02-28 04:19:00 main:574] : INFO : Epoch 2004 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 2999.73 ms [2022-02-28 04:19:02 main:574] : INFO : Epoch 2005 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 2906.61 ms [2022-02-28 04:19:05 main:574] : INFO : Epoch 2006 | loss: 0.0311643 | val_loss: 0.0311684 | Time: 2918.35 ms [2022-02-28 04:19:08 main:574] : INFO : Epoch 2007 | loss: 0.0311644 | val_loss: 0.0311693 | Time: 2857.98 ms [2022-02-28 04:19:11 main:574] : INFO : Epoch 2008 | loss: 0.0311625 | val_loss: 0.031169 | Time: 2949.02 ms [2022-02-28 04:19:14 main:574] : INFO : Epoch 2009 | loss: 0.031161 | val_loss: 0.0311674 | Time: 2886.17 ms [2022-02-28 04:19:17 main:574] : INFO : Epoch 2010 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 2894.46 ms [2022-02-28 04:19:20 main:574] : INFO : Epoch 2011 | loss: 0.0311603 | val_loss: 0.0311717 | Time: 2960.13 ms [2022-02-28 04:19:23 main:574] : INFO : Epoch 2012 | loss: 0.031162 | val_loss: 0.0311706 | Time: 2859.53 ms [2022-02-28 04:19:26 main:574] : INFO : Epoch 2013 | loss: 0.0311602 | val_loss: 0.0311681 | Time: 2949.93 ms [2022-02-28 04:19:29 main:574] : INFO : Epoch 2014 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 2947.54 ms [2022-02-28 04:19:32 main:574] : INFO : Epoch 2015 | loss: 0.0311592 | val_loss: 0.0311668 | Time: 3034.36 ms [2022-02-28 04:19:35 main:574] : INFO : Epoch 2016 | loss: 0.0311574 | val_loss: 0.031168 | Time: 2918.99 ms [2022-02-28 04:19:38 main:574] : INFO : Epoch 2017 | loss: 0.0311574 | val_loss: 0.0311675 | Time: 2896.2 ms [2022-02-28 04:19:41 main:574] : INFO : Epoch 2018 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 2938.49 ms [2022-02-28 04:19:43 main:574] : INFO : Epoch 2019 | loss: 0.0311555 | val_loss: 0.0311693 | Time: 2910.1 ms [2022-02-28 04:19:46 main:574] : INFO : Epoch 2020 | loss: 0.0311555 | val_loss: 0.0311681 | Time: 2866.43 ms [2022-02-28 04:19:49 main:574] : INFO : Epoch 2021 | loss: 0.0311539 | val_loss: 0.0311676 | Time: 2906.99 ms [2022-02-28 04:19:52 main:574] : INFO : Epoch 2022 | loss: 0.031154 | val_loss: 0.031168 | Time: 2889.91 ms [2022-02-28 04:19:55 main:574] : INFO : Epoch 2023 | loss: 0.0311549 | val_loss: 0.0311706 | Time: 2894.96 ms [2022-02-28 04:19:58 main:574] : INFO : Epoch 2024 | loss: 0.0311549 | val_loss: 0.0311699 | Time: 2903.64 ms [2022-02-28 04:20:01 main:574] : INFO : Epoch 2025 | loss: 0.0311528 | val_loss: 0.0311679 | Time: 3041.42 ms [2022-02-28 04:20:04 main:574] : INFO : Epoch 2026 | loss: 0.0311528 | val_loss: 0.0311704 | Time: 3050.91 ms [2022-02-28 04:20:07 main:574] : INFO : Epoch 2027 | loss: 0.0311531 | val_loss: 0.0311672 | Time: 2988.91 ms [2022-02-28 04:20:10 main:574] : INFO : Epoch 2028 | loss: 0.0311565 | val_loss: 0.0311673 | Time: 2954.82 ms [2022-02-28 04:20:13 main:574] : INFO : Epoch 2029 | loss: 0.0311539 | val_loss: 0.0311687 | Time: 3027.59 ms [2022-02-28 04:20:16 main:574] : INFO : Epoch 2030 | loss: 0.0311536 | val_loss: 0.0311675 | Time: 2908.37 ms [2022-02-28 04:20:19 main:574] : INFO : Epoch 2031 | loss: 0.0311519 | val_loss: 0.0311707 | Time: 2897.91 ms [2022-02-28 04:20:22 main:574] : INFO : Epoch 2032 | loss: 0.0311518 | val_loss: 0.0311684 | Time: 2935.81 ms [2022-02-28 04:20:25 main:574] : INFO : Epoch 2033 | loss: 0.0311545 | val_loss: 0.0311709 | Time: 2897.54 ms [2022-02-28 04:20:28 main:574] : INFO : Epoch 2034 | loss: 0.0311551 | val_loss: 0.0311676 | Time: 2935.34 ms [2022-02-28 04:20:31 main:574] : INFO : Epoch 2035 | loss: 0.0311563 | val_loss: 0.0311703 | Time: 2933.25 ms [2022-02-28 04:20:34 main:574] : INFO : Epoch 2036 | loss: 0.0311599 | val_loss: 0.0311754 | Time: 2962.73 ms [2022-02-28 04:20:36 main:574] : INFO : Epoch 2037 | loss: 0.0311601 | val_loss: 0.031173 | Time: 2889.47 ms [2022-02-28 04:20:39 main:574] : INFO : Epoch 2038 | loss: 0.0311658 | val_loss: 0.0311939 | Time: 2994.03 ms [2022-02-28 04:20:42 main:574] : INFO : Epoch 2039 | loss: 0.0311887 | val_loss: 0.0311877 | Time: 2900.61 ms [2022-02-28 04:20:45 main:574] : INFO : Epoch 2040 | loss: 0.0318419 | val_loss: 0.0337991 | Time: 2961.32 ms [2022-02-28 04:20:48 main:574] : INFO : Epoch 2041 | loss: 0.0323364 | val_loss: 0.0314999 | Time: 2956.11 ms [2022-02-28 04:20:51 main:574] : INFO : Epoch 2042 | loss: 0.0313642 | val_loss: 0.0312608 | Time: 2897.09 ms [2022-02-28 04:20:54 main:574] : INFO : Epoch 2043 | loss: 0.0312213 | val_loss: 0.0311949 | Time: 2893.16 ms [2022-02-28 04:20:57 main:574] : INFO : Epoch 2044 | loss: 0.0311821 | val_loss: 0.0311757 | Time: 2932.17 ms [2022-02-28 04:21:00 main:574] : INFO : Epoch 2045 | loss: 0.0311727 | val_loss: 0.0311733 | Time: 3035.5 ms [2022-02-28 04:21:03 main:574] : INFO : Epoch 2046 | loss: 0.0311695 | val_loss: 0.0311706 | Time: 2893.48 ms [2022-02-28 04:21:06 main:574] : INFO : Epoch 2047 | loss: 0.0311649 | val_loss: 0.0311686 | Time: 2924.02 ms [2022-02-28 04:21:09 main:574] : INFO : Epoch 2048 | loss: 0.0311639 | val_loss: 0.0311684 | Time: 2955.3 ms [2022-02-28 04:21:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311684 [2022-02-28 04:21:09 main:603] : INFO : Saving end state to config to file [2022-02-28 04:21:09 main:608] : INFO : Success, exiting.. 04:21:09 (9724): 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)