Task 11593347
| Name | ParityModified-1639949843-9609-3-0_1 |
| Workunit | 8459639 |
| Created | 15 Feb 2022, 23:23:17 UTC |
| Sent | 16 Feb 2022, 1:00:34 UTC |
| Report deadline | 24 Feb 2022, 1:00:34 UTC |
| Received | 16 Feb 2022, 3:41:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 39 min 23 sec |
| CPU time | 1 hours 34 min 38 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> main:574] : INFO : Epoch 1542 | loss: 0.031164 | val_loss: 0.0311849 | Time: 2975.66 ms [2022-02-16 03:16:17 main:574] : INFO : Epoch 1543 | loss: 0.0311656 | val_loss: 0.0311835 | Time: 3015.21 ms [2022-02-16 03:16:20 main:574] : INFO : Epoch 1544 | loss: 0.0311649 | val_loss: 0.0311828 | Time: 2950.46 ms [2022-02-16 03:16:22 main:574] : INFO : Epoch 1545 | loss: 0.0311647 | val_loss: 0.0311837 | Time: 2937.03 ms [2022-02-16 03:16:25 main:574] : INFO : Epoch 1546 | loss: 0.0311663 | val_loss: 0.0311805 | Time: 2917.98 ms [2022-02-16 03:16:28 main:574] : INFO : Epoch 1547 | loss: 0.0311665 | val_loss: 0.0311833 | Time: 2952.36 ms [2022-02-16 03:16:31 main:574] : INFO : Epoch 1548 | loss: 0.0311643 | val_loss: 0.0311858 | Time: 2871.32 ms [2022-02-16 03:16:34 main:574] : INFO : Epoch 1549 | loss: 0.0311656 | val_loss: 0.0311836 | Time: 2950 ms [2022-02-16 03:16:37 main:574] : INFO : Epoch 1550 | loss: 0.0311635 | val_loss: 0.0311869 | Time: 2998.05 ms [2022-02-16 03:16:40 main:574] : INFO : Epoch 1551 | loss: 0.0311633 | val_loss: 0.031183 | Time: 2998.48 ms [2022-02-16 03:16:43 main:574] : INFO : Epoch 1552 | loss: 0.0311638 | val_loss: 0.0311834 | Time: 2945.94 ms [2022-02-16 03:16:46 main:574] : INFO : Epoch 1553 | loss: 0.0311639 | val_loss: 0.0311827 | Time: 2906.03 ms [2022-02-16 03:16:49 main:574] : INFO : Epoch 1554 | loss: 0.0311638 | val_loss: 0.0311858 | Time: 2903.41 ms [2022-02-16 03:16:52 main:574] : INFO : Epoch 1555 | loss: 0.0311665 | val_loss: 0.0311888 | Time: 3021.46 ms [2022-02-16 03:16:55 main:574] : INFO : Epoch 1556 | loss: 0.0311661 | val_loss: 0.0311849 | Time: 2941.24 ms [2022-02-16 03:16:58 main:574] : INFO : Epoch 1557 | loss: 0.0311663 | val_loss: 0.0311859 | Time: 2916.54 ms [2022-02-16 03:17:01 main:574] : INFO : Epoch 1558 | loss: 0.0311636 | val_loss: 0.0311864 | Time: 2967.02 ms [2022-02-16 03:17:04 main:574] : INFO : Epoch 1559 | loss: 0.0311621 | val_loss: 0.0311823 | Time: 2998.91 ms [2022-02-16 03:17:07 main:574] : INFO : Epoch 1560 | loss: 0.0311622 | val_loss: 0.0311842 | Time: 3011.54 ms [2022-02-16 03:17:10 main:574] : INFO : Epoch 1561 | loss: 0.031163 | val_loss: 0.0311843 | Time: 2898.88 ms [2022-02-16 03:17:13 main:574] : INFO : Epoch 1562 | loss: 0.031163 | val_loss: 0.0311879 | Time: 2948.95 ms [2022-02-16 03:17:16 main:574] : INFO : Epoch 1563 | loss: 0.0311625 | val_loss: 0.0311842 | Time: 3018.5 ms [2022-02-16 03:17:19 main:574] : INFO : Epoch 1564 | loss: 0.0311631 | val_loss: 0.0311845 | Time: 2920.69 ms [2022-02-16 03:17:22 main:574] : INFO : Epoch 1565 | loss: 0.0311612 | val_loss: 0.0311836 | Time: 2913.87 ms [2022-02-16 03:17:25 main:574] : INFO : Epoch 1566 | loss: 0.0311598 | val_loss: 0.031184 | Time: 2950.49 ms [2022-02-16 03:17:27 main:574] : INFO : Epoch 1567 | loss: 0.0311599 | val_loss: 0.0311832 | Time: 2933.9 ms [2022-02-16 03:17:30 main:574] : INFO : Epoch 1568 | loss: 0.0311594 | val_loss: 0.031185 | Time: 2953.61 ms [2022-02-16 03:17:33 main:574] : INFO : Epoch 1569 | loss: 0.0311601 | val_loss: 0.0311866 | Time: 2927.37 ms [2022-02-16 03:17:36 main:574] : INFO : Epoch 1570 | loss: 0.0311603 | val_loss: 0.0311843 | Time: 2936.62 ms [2022-02-16 03:17:39 main:574] : INFO : Epoch 1571 | loss: 0.0311585 | val_loss: 0.0311833 | Time: 2992.11 ms [2022-02-16 03:17:42 main:574] : INFO : Epoch 1572 | loss: 0.0311584 | val_loss: 0.0311818 | Time: 2956.18 ms [2022-02-16 03:17:45 main:574] : INFO : Epoch 1573 | loss: 0.0311589 | val_loss: 0.0311834 | Time: 2958.4 ms [2022-02-16 03:17:48 main:574] : INFO : Epoch 1574 | loss: 0.03116 | val_loss: 0.0311842 | Time: 2944.69 ms [2022-02-16 03:17:51 main:574] : INFO : Epoch 1575 | loss: 0.0311579 | val_loss: 0.0311828 | Time: 2906.13 ms [2022-02-16 03:17:54 main:574] : INFO : Epoch 1576 | loss: 0.0311566 | val_loss: 0.0311833 | Time: 2998.64 ms [2022-02-16 03:17:57 main:574] : INFO : Epoch 1577 | loss: 0.0311579 | val_loss: 0.0311844 | Time: 2952.52 ms [2022-02-16 03:18:00 main:574] : INFO : Epoch 1578 | loss: 0.03116 | val_loss: 0.0311844 | Time: 2970.3 ms [2022-02-16 03:18:03 main:574] : INFO : Epoch 1579 | loss: 0.0311654 | val_loss: 0.0311859 | Time: 2954.15 ms [2022-02-16 03:18:06 main:574] : INFO : Epoch 1580 | loss: 0.0311648 | val_loss: 0.0311863 | Time: 3028.2 ms [2022-02-16 03:18:09 main:574] : INFO : Epoch 1581 | loss: 0.0311673 | val_loss: 0.0311839 | Time: 2969.31 ms [2022-02-16 03:18:12 main:574] : INFO : Epoch 1582 | loss: 0.031175 | val_loss: 0.031183 | Time: 2955.72 ms [2022-02-16 03:18:15 main:574] : INFO : Epoch 1583 | loss: 0.0311718 | val_loss: 0.0311835 | Time: 2931.19 ms [2022-02-16 03:18:18 main:574] : INFO : Epoch 1584 | loss: 0.0311708 | val_loss: 0.0311831 | Time: 3063.63 ms [2022-02-16 03:18:21 main:574] : INFO : Epoch 1585 | loss: 0.0311701 | val_loss: 0.0311805 | Time: 2986.04 ms [2022-02-16 03:18:24 main:574] : INFO : Epoch 1586 | loss: 0.0311669 | val_loss: 0.0311805 | Time: 2951.61 ms [2022-02-16 03:18:27 main:574] : INFO : Epoch 1587 | loss: 0.0311654 | val_loss: 0.0311827 | Time: 2952.67 ms [2022-02-16 03:18:30 main:574] : INFO : Epoch 1588 | loss: 0.0311633 | val_loss: 0.0311849 | Time: 2956.27 ms [2022-02-16 03:18:33 main:574] : INFO : Epoch 1589 | loss: 0.0311646 | val_loss: 0.031185 | Time: 2928.46 ms [2022-02-16 03:18:36 main:574] : INFO : Epoch 1590 | loss: 0.031162 | val_loss: 0.0311804 | Time: 2892.38 ms [2022-02-16 03:18:39 main:574] : INFO : Epoch 1591 | loss: 0.0311632 | val_loss: 0.0311873 | Time: 2964.66 ms [2022-02-16 03:18:42 main:574] : INFO : Epoch 1592 | loss: 0.0311634 | val_loss: 0.0311894 | Time: 2935.37 ms [2022-02-16 03:18:45 main:574] : INFO : Epoch 1593 | loss: 0.0311635 | val_loss: 0.0311859 | Time: 2950.44 ms [2022-02-16 03:18:47 main:574] : INFO : Epoch 1594 | loss: 0.0311646 | val_loss: 0.0311887 | Time: 2951.19 ms [2022-02-16 03:18:50 main:574] : INFO : Epoch 1595 | loss: 0.0311644 | val_loss: 0.0311855 | Time: 2899.47 ms [2022-02-16 03:18:53 main:574] : INFO : Epoch 1596 | loss: 0.0311634 | val_loss: 0.0311866 | Time: 2932.21 ms [2022-02-16 03:18:56 main:574] : INFO : Epoch 1597 | loss: 0.0311654 | val_loss: 0.0311857 | Time: 2835 ms [2022-02-16 03:18:59 main:574] : INFO : Epoch 1598 | loss: 0.0311661 | val_loss: 0.0311826 | Time: 2963.51 ms [2022-02-16 03:19:02 main:574] : INFO : Epoch 1599 | loss: 0.031163 | val_loss: 0.0311816 | Time: 3001.96 ms [2022-02-16 03:19:05 main:574] : INFO : Epoch 1600 | loss: 0.0311609 | val_loss: 0.0311848 | Time: 2947.23 ms [2022-02-16 03:19:08 main:574] : INFO : Epoch 1601 | loss: 0.0311627 | val_loss: 0.031185 | Time: 2989.5 ms [2022-02-16 03:19:11 main:574] : INFO : Epoch 1602 | loss: 0.031162 | val_loss: 0.0311859 | Time: 2998 ms [2022-02-16 03:19:14 main:574] : INFO : Epoch 1603 | loss: 0.0311619 | val_loss: 0.0311826 | Time: 2972.05 ms [2022-02-16 03:19:17 main:574] : INFO : Epoch 1604 | loss: 0.0311611 | val_loss: 0.0311836 | Time: 2967.2 ms [2022-02-16 03:19:20 main:574] : INFO : Epoch 1605 | loss: 0.0311608 | val_loss: 0.0311857 | Time: 2944.72 ms [2022-02-16 03:19:23 main:574] : INFO : Epoch 1606 | loss: 0.0311603 | val_loss: 0.0311844 | Time: 2985.56 ms [2022-02-16 03:19:26 main:574] : INFO : Epoch 1607 | loss: 0.0311616 | val_loss: 0.0311863 | Time: 2951.63 ms [2022-02-16 03:19:29 main:574] : INFO : Epoch 1608 | loss: 0.0311625 | val_loss: 0.031183 | Time: 2980.43 ms [2022-02-16 03:19:32 main:574] : INFO : Epoch 1609 | loss: 0.0311623 | val_loss: 0.0311878 | Time: 2943.51 ms [2022-02-16 03:19:35 main:574] : INFO : Epoch 1610 | loss: 0.0311601 | val_loss: 0.0311858 | Time: 2883 ms [2022-02-16 03:19:38 main:574] : INFO : Epoch 1611 | loss: 0.0311598 | val_loss: 0.0311876 | Time: 2990.8 ms [2022-02-16 03:19:41 main:574] : INFO : Epoch 1612 | loss: 0.0311717 | val_loss: 0.0311928 | Time: 3198.67 ms [2022-02-16 03:19:44 main:574] : INFO : Epoch 1613 | loss: 0.0311733 | val_loss: 0.03119 | Time: 2971.73 ms [2022-02-16 03:19:47 main:574] : INFO : Epoch 1614 | loss: 0.0311724 | val_loss: 0.0311874 | Time: 2954.6 ms [2022-02-16 03:19:50 main:574] : INFO : Epoch 1615 | loss: 0.0311722 | val_loss: 0.0311873 | Time: 2987.55 ms [2022-02-16 03:19:53 main:574] : INFO : Epoch 1616 | loss: 0.0311723 | val_loss: 0.0311847 | Time: 2936.27 ms [2022-02-16 03:19:56 main:574] : INFO : Epoch 1617 | loss: 0.0311728 | val_loss: 0.031187 | Time: 2944.09 ms [2022-02-16 03:19:59 main:574] : INFO : Epoch 1618 | loss: 0.0311729 | val_loss: 0.0311871 | Time: 2993.42 ms [2022-02-16 03:20:02 main:574] : INFO : Epoch 1619 | loss: 0.0311736 | val_loss: 0.0311862 | Time: 2905.08 ms [2022-02-16 03:20:05 main:574] : INFO : Epoch 1620 | loss: 0.0311715 | val_loss: 0.0311851 | Time: 2953.93 ms [2022-02-16 03:20:08 main:574] : INFO : Epoch 1621 | loss: 0.0311717 | val_loss: 0.0311845 | Time: 3005.12 ms [2022-02-16 03:20:11 main:574] : INFO : Epoch 1622 | loss: 0.0311701 | val_loss: 0.0311826 | Time: 2967.79 ms [2022-02-16 03:20:14 main:574] : INFO : Epoch 1623 | loss: 0.0311687 | val_loss: 0.0311821 | Time: 2940.54 ms [2022-02-16 03:20:17 main:574] : INFO : Epoch 1624 | loss: 0.0311684 | val_loss: 0.0311907 | Time: 2970.2 ms [2022-02-16 03:20:20 main:574] : INFO : Epoch 1625 | loss: 0.0311684 | val_loss: 0.0311823 | Time: 2944.03 ms [2022-02-16 03:20:23 main:574] : INFO : Epoch 1626 | loss: 0.0311679 | val_loss: 0.0311806 | Time: 2958.39 ms [2022-02-16 03:20:26 main:574] : INFO : Epoch 1627 | loss: 0.031169 | val_loss: 0.0311808 | Time: 2997.23 ms [2022-02-16 03:20:28 main:574] : INFO : Epoch 1628 | loss: 0.0311683 | val_loss: 0.0311826 | Time: 2915.19 ms [2022-02-16 03:20:31 main:574] : INFO : Epoch 1629 | loss: 0.031168 | val_loss: 0.031182 | Time: 2993.22 ms [2022-02-16 03:20:34 main:574] : INFO : Epoch 1630 | loss: 0.0311672 | val_loss: 0.0311806 | Time: 2924.27 ms [2022-02-16 03:20:37 main:574] : INFO : Epoch 1631 | loss: 0.0311679 | val_loss: 0.0311803 | Time: 3003.79 ms [2022-02-16 03:20:40 main:574] : INFO : Epoch 1632 | loss: 0.0311668 | val_loss: 0.0311849 | Time: 2874.28 ms [2022-02-16 03:20:43 main:574] : INFO : Epoch 1633 | loss: 0.0311662 | val_loss: 0.0311777 | Time: 2997.23 ms [2022-02-16 03:20:46 main:574] : INFO : Epoch 1634 | loss: 0.0311652 | val_loss: 0.0311827 | Time: 3161.69 ms [2022-02-16 03:20:49 main:574] : INFO : Epoch 1635 | loss: 0.0311644 | val_loss: 0.031182 | Time: 2978.2 ms [2022-02-16 03:20:52 main:574] : INFO : Epoch 1636 | loss: 0.0311638 | val_loss: 0.031182 | Time: 2944.39 ms [2022-02-16 03:20:55 main:574] : INFO : Epoch 1637 | loss: 0.0311636 | val_loss: 0.0311805 | Time: 2960.83 ms [2022-02-16 03:20:58 main:574] : INFO : Epoch 1638 | loss: 0.0311626 | val_loss: 0.0311807 | Time: 2965.73 ms [2022-02-16 03:21:01 main:574] : INFO : Epoch 1639 | loss: 0.0311653 | val_loss: 0.0311799 | Time: 3031.13 ms [2022-02-16 03:21:04 main:574] : INFO : Epoch 1640 | loss: 0.0311662 | val_loss: 0.0311797 | Time: 2960.4 ms [2022-02-16 03:21:07 main:574] : INFO : Epoch 1641 | loss: 0.0311642 | val_loss: 0.0311832 | Time: 2902.37 ms [2022-02-16 03:21:10 main:574] : INFO : Epoch 1642 | loss: 0.0311665 | val_loss: 0.031181 | Time: 2921.19 ms [2022-02-16 03:21:13 main:574] : INFO : Epoch 1643 | loss: 0.031164 | val_loss: 0.031183 | Time: 2929.65 ms [2022-02-16 03:21:16 main:574] : INFO : Epoch 1644 | loss: 0.0311653 | val_loss: 0.0311867 | Time: 2954.26 ms [2022-02-16 03:21:19 main:574] : INFO : Epoch 1645 | loss: 0.0311641 | val_loss: 0.0311813 | Time: 2952.11 ms [2022-02-16 03:21:22 main:574] : INFO : Epoch 1646 | loss: 0.0311627 | val_loss: 0.0311849 | Time: 2984.49 ms [2022-02-16 03:21:25 main:574] : INFO : Epoch 1647 | loss: 0.0311631 | val_loss: 0.0311772 | Time: 2938.29 ms [2022-02-16 03:21:28 main:574] : INFO : Epoch 1648 | loss: 0.0311628 | val_loss: 0.0311809 | Time: 2940.11 ms [2022-02-16 03:21:31 main:574] : INFO : Epoch 1649 | loss: 0.0311623 | val_loss: 0.0311808 | Time: 2911.82 ms [2022-02-16 03:21:34 main:574] : INFO : Epoch 1650 | loss: 0.0311651 | val_loss: 0.0311814 | Time: 2954.38 ms [2022-02-16 03:21:37 main:574] : INFO : Epoch 1651 | loss: 0.0311665 | val_loss: 0.0311814 | Time: 2957.42 ms [2022-02-16 03:21:40 main:574] : INFO : Epoch 1652 | loss: 0.0311662 | val_loss: 0.0311819 | Time: 2987.98 ms [2022-02-16 03:21:43 main:574] : INFO : Epoch 1653 | loss: 0.0311676 | val_loss: 0.0311811 | Time: 2951.42 ms [2022-02-16 03:21:46 main:574] : INFO : Epoch 1654 | loss: 0.0311643 | val_loss: 0.031183 | Time: 2954.42 ms [2022-02-16 03:21:49 main:574] : INFO : Epoch 1655 | loss: 0.0311657 | val_loss: 0.0311792 | Time: 2956.92 ms [2022-02-16 03:21:51 main:574] : INFO : Epoch 1656 | loss: 0.0311649 | val_loss: 0.0311795 | Time: 2894.17 ms [2022-02-16 03:21:54 main:574] : INFO : Epoch 1657 | loss: 0.0311633 | val_loss: 0.0311792 | Time: 2897.06 ms [2022-02-16 03:21:57 main:574] : INFO : Epoch 1658 | loss: 0.0311651 | val_loss: 0.0311812 | Time: 2949.11 ms [2022-02-16 03:22:00 main:574] : INFO : Epoch 1659 | loss: 0.0311638 | val_loss: 0.0311813 | Time: 2963.64 ms [2022-02-16 03:22:03 main:574] : INFO : Epoch 1660 | loss: 0.0311635 | val_loss: 0.0311809 | Time: 2933.46 ms [2022-02-16 03:22:06 main:574] : INFO : Epoch 1661 | loss: 0.0311627 | val_loss: 0.0311801 | Time: 2930.23 ms [2022-02-16 03:22:09 main:574] : INFO : Epoch 1662 | loss: 0.0311635 | val_loss: 0.0311792 | Time: 2946.55 ms [2022-02-16 03:22:12 main:574] : INFO : Epoch 1663 | loss: 0.0311634 | val_loss: 0.0311792 | Time: 2960.11 ms [2022-02-16 03:22:15 main:574] : INFO : Epoch 1664 | loss: 0.0311652 | val_loss: 0.0311797 | Time: 2893.79 ms [2022-02-16 03:22:18 main:574] : INFO : Epoch 1665 | loss: 0.0311642 | val_loss: 0.0311794 | Time: 3031.44 ms [2022-02-16 03:22:21 main:574] : INFO : Epoch 1666 | loss: 0.0311629 | val_loss: 0.0311854 | Time: 2956.06 ms [2022-02-16 03:22:24 main:574] : INFO : Epoch 1667 | loss: 0.0311686 | val_loss: 0.0311799 | Time: 2939.1 ms [2022-02-16 03:22:27 main:574] : INFO : Epoch 1668 | loss: 0.0311683 | val_loss: 0.0311805 | Time: 2970.18 ms [2022-02-16 03:22:30 main:574] : INFO : Epoch 1669 | loss: 0.0311648 | val_loss: 0.0311787 | Time: 2966.43 ms [2022-02-16 03:22:33 main:574] : INFO : Epoch 1670 | loss: 0.0311636 | val_loss: 0.0311805 | Time: 2951.56 ms [2022-02-16 03:22:36 main:574] : INFO : Epoch 1671 | loss: 0.0311625 | val_loss: 0.0311798 | Time: 2964.69 ms [2022-02-16 03:22:39 main:574] : INFO : Epoch 1672 | loss: 0.0311626 | val_loss: 0.031179 | Time: 2941.82 ms [2022-02-16 03:22:42 main:574] : INFO : Epoch 1673 | loss: 0.0311629 | val_loss: 0.0311781 | Time: 2973.08 ms [2022-02-16 03:22:45 main:574] : INFO : Epoch 1674 | loss: 0.0311667 | val_loss: 0.0311821 | Time: 2949.86 ms [2022-02-16 03:22:48 main:574] : INFO : Epoch 1675 | loss: 0.0311706 | val_loss: 0.0311851 | Time: 2980.97 ms [2022-02-16 03:22:51 main:574] : INFO : Epoch 1676 | loss: 0.0311698 | val_loss: 0.0311818 | Time: 2961.9 ms [2022-02-16 03:22:54 main:574] : INFO : Epoch 1677 | loss: 0.0311661 | val_loss: 0.0311817 | Time: 3164.79 ms [2022-02-16 03:22:57 main:574] : INFO : Epoch 1678 | loss: 0.0311656 | val_loss: 0.0311808 | Time: 3048.01 ms [2022-02-16 03:23:00 main:574] : INFO : Epoch 1679 | loss: 0.0311654 | val_loss: 0.0311848 | Time: 3007.01 ms [2022-02-16 03:23:03 main:574] : INFO : Epoch 1680 | loss: 0.0311664 | val_loss: 0.0311804 | Time: 2970.65 ms [2022-02-16 03:23:06 main:574] : INFO : Epoch 1681 | loss: 0.0311649 | val_loss: 0.0311793 | Time: 2979.54 ms [2022-02-16 03:23:09 main:574] : INFO : Epoch 1682 | loss: 0.0311632 | val_loss: 0.0311786 | Time: 2983.96 ms [2022-02-16 03:23:12 main:574] : INFO : Epoch 1683 | loss: 0.0311659 | val_loss: 0.0311794 | Time: 2904.63 ms [2022-02-16 03:23:15 main:574] : INFO : Epoch 1684 | loss: 0.0311658 | val_loss: 0.0311775 | Time: 3007.49 ms [2022-02-16 03:23:18 main:574] : INFO : Epoch 1685 | loss: 0.0311641 | val_loss: 0.0311788 | Time: 2984.18 ms [2022-02-16 03:23:21 main:574] : INFO : Epoch 1686 | loss: 0.0311652 | val_loss: 0.0311807 | Time: 2934.84 ms [2022-02-16 03:23:24 main:574] : INFO : Epoch 1687 | loss: 0.0311664 | val_loss: 0.0311808 | Time: 2918.63 ms [2022-02-16 03:23:27 main:574] : INFO : Epoch 1688 | loss: 0.0311674 | val_loss: 0.0311781 | Time: 2923.19 ms [2022-02-16 03:23:29 main:574] : INFO : Epoch 1689 | loss: 0.0311661 | val_loss: 0.0311775 | Time: 2939.6 ms [2022-02-16 03:23:32 main:574] : INFO : Epoch 1690 | loss: 0.0311655 | val_loss: 0.0311837 | Time: 2929.92 ms [2022-02-16 03:23:35 main:574] : INFO : Epoch 1691 | loss: 0.0311667 | val_loss: 0.031179 | Time: 2964.55 ms [2022-02-16 03:23:38 main:574] : INFO : Epoch 1692 | loss: 0.0311647 | val_loss: 0.0311806 | Time: 2925.76 ms [2022-02-16 03:23:41 main:574] : INFO : Epoch 1693 | loss: 0.0311642 | val_loss: 0.0311789 | Time: 2995.22 ms [2022-02-16 03:23:44 main:574] : INFO : Epoch 1694 | loss: 0.0311625 | val_loss: 0.031178 | Time: 2968.14 ms [2022-02-16 03:23:47 main:574] : INFO : Epoch 1695 | loss: 0.0311627 | val_loss: 0.0311784 | Time: 2935.75 ms [2022-02-16 03:23:50 main:574] : INFO : Epoch 1696 | loss: 0.031163 | val_loss: 0.0311793 | Time: 2975.09 ms [2022-02-16 03:23:53 main:574] : INFO : Epoch 1697 | loss: 0.0311634 | val_loss: 0.0311782 | Time: 2966.07 ms [2022-02-16 03:23:56 main:574] : INFO : Epoch 1698 | loss: 0.0311625 | val_loss: 0.0311789 | Time: 2978.34 ms [2022-02-16 03:23:59 main:574] : INFO : Epoch 1699 | loss: 0.0311632 | val_loss: 0.0311785 | Time: 2963.41 ms [2022-02-16 03:24:02 main:574] : INFO : Epoch 1700 | loss: 0.0311641 | val_loss: 0.0311781 | Time: 3016.82 ms [2022-02-16 03:24:05 main:574] : INFO : Epoch 1701 | loss: 0.0311632 | val_loss: 0.0311813 | Time: 2920.9 ms [2022-02-16 03:24:08 main:574] : INFO : Epoch 1702 | loss: 0.0311658 | val_loss: 0.0311839 | Time: 2918.68 ms [2022-02-16 03:24:11 main:574] : INFO : Epoch 1703 | loss: 0.0311669 | val_loss: 0.031189 | Time: 2923.17 ms [2022-02-16 03:24:14 main:574] : INFO : Epoch 1704 | loss: 0.0311672 | val_loss: 0.0311821 | Time: 2966.19 ms [2022-02-16 03:24:17 main:574] : INFO : Epoch 1705 | loss: 0.0311628 | val_loss: 0.0311839 | Time: 2964.43 ms [2022-02-16 03:24:20 main:574] : INFO : Epoch 1706 | loss: 0.0311661 | val_loss: 0.0311782 | Time: 2937.56 ms [2022-02-16 03:24:23 main:574] : INFO : Epoch 1707 | loss: 0.0311639 | val_loss: 0.0311782 | Time: 2983.48 ms [2022-02-16 03:24:26 main:574] : INFO : Epoch 1708 | loss: 0.0311628 | val_loss: 0.0311771 | Time: 2854.22 ms [2022-02-16 03:24:29 main:574] : INFO : Epoch 1709 | loss: 0.0311648 | val_loss: 0.0311853 | Time: 2916.58 ms [2022-02-16 03:24:32 main:574] : INFO : Epoch 1710 | loss: 0.0311668 | val_loss: 0.0311788 | Time: 2940.71 ms [2022-02-16 03:24:34 main:574] : INFO : Epoch 1711 | loss: 0.0311717 | val_loss: 0.0311829 | Time: 2932.9 ms [2022-02-16 03:24:37 main:574] : INFO : Epoch 1712 | loss: 0.0311613 | val_loss: 0.0311786 | Time: 2932.4 ms [2022-02-16 03:24:40 main:574] : INFO : Epoch 1713 | loss: 0.0311625 | val_loss: 0.0311807 | Time: 2934.11 ms [2022-02-16 03:24:43 main:574] : INFO : Epoch 1714 | loss: 0.0311615 | val_loss: 0.0311798 | Time: 2946.52 ms [2022-02-16 03:24:46 main:574] : INFO : Epoch 1715 | loss: 0.0311598 | val_loss: 0.0311803 | Time: 2996.15 ms [2022-02-16 03:24:49 main:574] : INFO : Epoch 1716 | loss: 0.0311641 | val_loss: 0.0311804 | Time: 2955.3 ms [2022-02-16 03:24:52 main:574] : INFO : Epoch 1717 | loss: 0.0311686 | val_loss: 0.0311803 | Time: 2923.35 ms [2022-02-16 03:24:55 main:574] : INFO : Epoch 1718 | loss: 0.0311685 | val_loss: 0.0311782 | Time: 3027.63 ms [2022-02-16 03:24:58 main:574] : INFO : Epoch 1719 | loss: 0.0311666 | val_loss: 0.0311803 | Time: 3017.03 ms [2022-02-16 03:25:01 main:574] : INFO : Epoch 1720 | loss: 0.0311655 | val_loss: 0.0311774 | Time: 2901.9 ms [2022-02-16 03:25:04 main:574] : INFO : Epoch 1721 | loss: 0.0311653 | val_loss: 0.0311794 | Time: 2965.9 ms [2022-02-16 03:25:07 main:574] : INFO : Epoch 1722 | loss: 0.0311647 | val_loss: 0.0311803 | Time: 2939.65 ms [2022-02-16 03:25:10 main:574] : INFO : Epoch 1723 | loss: 0.0311634 | val_loss: 0.0311791 | Time: 2954.28 ms [2022-02-16 03:25:13 main:574] : INFO : Epoch 1724 | loss: 0.0311632 | val_loss: 0.0311786 | Time: 2943.12 ms [2022-02-16 03:25:16 main:574] : INFO : Epoch 1725 | loss: 0.031164 | val_loss: 0.0311822 | Time: 2964.44 ms [2022-02-16 03:25:19 main:574] : INFO : Epoch 1726 | loss: 0.0311637 | val_loss: 0.0311803 | Time: 2969.13 ms [2022-02-16 03:25:22 main:574] : INFO : Epoch 1727 | loss: 0.0311632 | val_loss: 0.0311786 | Time: 2998.46 ms [2022-02-16 03:25:25 main:574] : INFO : Epoch 1728 | loss: 0.0311639 | val_loss: 0.0311811 | Time: 2902.23 ms [2022-02-16 03:25:28 main:574] : INFO : Epoch 1729 | loss: 0.0311674 | val_loss: 0.0311822 | Time: 2978.81 ms [2022-02-16 03:25:31 main:574] : INFO : Epoch 1730 | loss: 0.031167 | val_loss: 0.0311819 | Time: 2964.19 ms [2022-02-16 03:25:34 main:574] : INFO : Epoch 1731 | loss: 0.0311688 | val_loss: 0.0311779 | Time: 2909.67 ms [2022-02-16 03:25:37 main:574] : INFO : Epoch 1732 | loss: 0.03117 | val_loss: 0.0311795 | Time: 2930.78 ms [2022-02-16 03:25:40 main:574] : INFO : Epoch 1733 | loss: 0.0311707 | val_loss: 0.0311849 | Time: 2998.61 ms [2022-02-16 03:25:43 main:574] : INFO : Epoch 1734 | loss: 0.0311641 | val_loss: 0.0311766 | Time: 2999.71 ms [2022-02-16 03:25:46 main:574] : INFO : Epoch 1735 | loss: 0.0311624 | val_loss: 0.0311772 | Time: 2942.77 ms [2022-02-16 03:25:49 main:574] : INFO : Epoch 1736 | loss: 0.0311607 | val_loss: 0.0311784 | Time: 2971.32 ms [2022-02-16 03:25:51 main:574] : INFO : Epoch 1737 | loss: 0.0311615 | val_loss: 0.0311771 | Time: 2910.43 ms [2022-02-16 03:25:54 main:574] : INFO : Epoch 1738 | loss: 0.0311623 | val_loss: 0.0311787 | Time: 2955.99 ms [2022-02-16 03:25:57 main:574] : INFO : Epoch 1739 | loss: 0.031163 | val_loss: 0.0311776 | Time: 2945.89 ms [2022-02-16 03:26:00 main:574] : INFO : Epoch 1740 | loss: 0.0311627 | val_loss: 0.0311776 | Time: 2985.18 ms [2022-02-16 03:26:03 main:574] : INFO : Epoch 1741 | loss: 0.0311653 | val_loss: 0.0311779 | Time: 2964.88 ms [2022-02-16 03:26:06 main:574] : INFO : Epoch 1742 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 2919.01 ms [2022-02-16 03:26:09 main:574] : INFO : Epoch 1743 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 2946.41 ms [2022-02-16 03:26:12 main:574] : INFO : Epoch 1744 | loss: 0.0311626 | val_loss: 0.0311769 | Time: 2973.48 ms [2022-02-16 03:26:15 main:574] : INFO : Epoch 1745 | loss: 0.0311626 | val_loss: 0.0311752 | Time: 2967.63 ms [2022-02-16 03:26:18 main:574] : INFO : Epoch 1746 | loss: 0.0311617 | val_loss: 0.0311781 | Time: 2981.55 ms [2022-02-16 03:26:21 main:574] : INFO : Epoch 1747 | loss: 0.0311621 | val_loss: 0.0311746 | Time: 2948.13 ms [2022-02-16 03:26:24 main:574] : INFO : Epoch 1748 | loss: 0.0311628 | val_loss: 0.0311784 | Time: 2951.88 ms [2022-02-16 03:26:27 main:574] : INFO : Epoch 1749 | loss: 0.0311626 | val_loss: 0.0311804 | Time: 2992.13 ms [2022-02-16 03:26:30 main:574] : INFO : Epoch 1750 | loss: 0.0311623 | val_loss: 0.0311833 | Time: 2871.91 ms [2022-02-16 03:26:33 main:574] : INFO : Epoch 1751 | loss: 0.0311618 | val_loss: 0.031176 | Time: 2952.91 ms [2022-02-16 03:26:36 main:574] : INFO : Epoch 1752 | loss: 0.0311629 | val_loss: 0.031176 | Time: 3013.29 ms [2022-02-16 03:26:39 main:574] : INFO : Epoch 1753 | loss: 0.0311641 | val_loss: 0.0311788 | Time: 2920.62 ms [2022-02-16 03:26:42 main:574] : INFO : Epoch 1754 | loss: 0.0311634 | val_loss: 0.0311774 | Time: 2969.43 ms [2022-02-16 03:26:45 main:574] : INFO : Epoch 1755 | loss: 0.031163 | val_loss: 0.0311817 | Time: 2956.26 ms [2022-02-16 03:26:48 main:574] : INFO : Epoch 1756 | loss: 0.0311674 | val_loss: 0.0311825 | Time: 2988.53 ms [2022-02-16 03:26:51 main:574] : INFO : Epoch 1757 | loss: 0.0311708 | val_loss: 0.0311808 | Time: 3026.39 ms [2022-02-16 03:26:54 main:574] : INFO : Epoch 1758 | loss: 0.0311696 | val_loss: 0.0311826 | Time: 2977.12 ms [2022-02-16 03:26:57 main:574] : INFO : Epoch 1759 | loss: 0.0311687 | val_loss: 0.031178 | Time: 2975.31 ms [2022-02-16 03:27:00 main:574] : INFO : Epoch 1760 | loss: 0.0311683 | val_loss: 0.0311792 | Time: 2958.76 ms [2022-02-16 03:27:03 main:574] : INFO : Epoch 1761 | loss: 0.0311689 | val_loss: 0.03118 | Time: 2981.86 ms [2022-02-16 03:27:06 main:574] : INFO : Epoch 1762 | loss: 0.0311672 | val_loss: 0.0311804 | Time: 2970.11 ms [2022-02-16 03:27:09 main:574] : INFO : Epoch 1763 | loss: 0.0311671 | val_loss: 0.0311811 | Time: 2964.63 ms [2022-02-16 03:27:12 main:574] : INFO : Epoch 1764 | loss: 0.031169 | val_loss: 0.0311826 | Time: 2968.39 ms [2022-02-16 03:27:15 main:574] : INFO : Epoch 1765 | loss: 0.031168 | val_loss: 0.0311797 | Time: 2913.14 ms [2022-02-16 03:27:18 main:574] : INFO : Epoch 1766 | loss: 0.0311674 | val_loss: 0.0311829 | Time: 3006.05 ms [2022-02-16 03:27:21 main:574] : INFO : Epoch 1767 | loss: 0.0311668 | val_loss: 0.0311786 | Time: 2959.39 ms [2022-02-16 03:27:24 main:574] : INFO : Epoch 1768 | loss: 0.0311669 | val_loss: 0.0311796 | Time: 2959.16 ms [2022-02-16 03:27:27 main:574] : INFO : Epoch 1769 | loss: 0.0311681 | val_loss: 0.0311835 | Time: 2981.89 ms [2022-02-16 03:27:29 main:574] : INFO : Epoch 1770 | loss: 0.03117 | val_loss: 0.0311822 | Time: 2907.49 ms [2022-02-16 03:27:32 main:574] : INFO : Epoch 1771 | loss: 0.0311667 | val_loss: 0.0311799 | Time: 2991.64 ms [2022-02-16 03:27:35 main:574] : INFO : Epoch 1772 | loss: 0.0311683 | val_loss: 0.0311838 | Time: 2869.92 ms [2022-02-16 03:27:38 main:574] : INFO : Epoch 1773 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 3003.33 ms [2022-02-16 03:27:41 main:574] : INFO : Epoch 1774 | loss: 0.031169 | val_loss: 0.0311846 | Time: 2978.28 ms [2022-02-16 03:27:44 main:574] : INFO : Epoch 1775 | loss: 0.0311745 | val_loss: 0.0311864 | Time: 2912.44 ms [2022-02-16 03:27:47 main:574] : INFO : Epoch 1776 | loss: 0.0311775 | val_loss: 0.03119 | Time: 2933.36 ms [2022-02-16 03:27:50 main:574] : INFO : Epoch 1777 | loss: 0.0311764 | val_loss: 0.031186 | Time: 2977.6 ms [2022-02-16 03:27:53 main:574] : INFO : Epoch 1778 | loss: 0.0311758 | val_loss: 0.0311891 | Time: 2994.55 ms [2022-02-16 03:27:56 main:574] : INFO : Epoch 1779 | loss: 0.0311772 | val_loss: 0.0311859 | Time: 2971.53 ms [2022-02-16 03:27:59 main:574] : INFO : Epoch 1780 | loss: 0.0311757 | val_loss: 0.0311887 | Time: 2978.91 ms [2022-02-16 03:28:02 main:574] : INFO : Epoch 1781 | loss: 0.0311715 | val_loss: 0.0311875 | Time: 2970.89 ms [2022-02-16 03:28:05 main:574] : INFO : Epoch 1782 | loss: 0.0311699 | val_loss: 0.0311835 | Time: 2953.92 ms [2022-02-16 03:28:08 main:574] : INFO : Epoch 1783 | loss: 0.0311721 | val_loss: 0.0311847 | Time: 2931.02 ms [2022-02-16 03:28:11 main:574] : INFO : Epoch 1784 | loss: 0.0311706 | val_loss: 0.0311936 | Time: 2952.76 ms [2022-02-16 03:28:14 main:574] : INFO : Epoch 1785 | loss: 0.0311727 | val_loss: 0.031189 | Time: 2954.67 ms [2022-02-16 03:28:17 main:574] : INFO : Epoch 1786 | loss: 0.031173 | val_loss: 0.0311821 | Time: 3000.08 ms [2022-02-16 03:28:20 main:574] : INFO : Epoch 1787 | loss: 0.0311703 | val_loss: 0.0311852 | Time: 2950.93 ms [2022-02-16 03:28:23 main:574] : INFO : Epoch 1788 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 2917.95 ms [2022-02-16 03:28:26 main:574] : INFO : Epoch 1789 | loss: 0.0311696 | val_loss: 0.0311832 | Time: 2993.03 ms [2022-02-16 03:28:29 main:574] : INFO : Epoch 1790 | loss: 0.0311694 | val_loss: 0.0311822 | Time: 2967.33 ms [2022-02-16 03:28:32 main:574] : INFO : Epoch 1791 | loss: 0.0311714 | val_loss: 0.0311838 | Time: 2986.64 ms [2022-02-16 03:28:35 main:574] : INFO : Epoch 1792 | loss: 0.0311745 | val_loss: 0.0311852 | Time: 2925.58 ms [2022-02-16 03:28:38 main:574] : INFO : Epoch 1793 | loss: 0.0311751 | val_loss: 0.0311841 | Time: 2942.29 ms [2022-02-16 03:28:41 main:574] : INFO : Epoch 1794 | loss: 0.0311768 | val_loss: 0.0311805 | Time: 3032.38 ms [2022-02-16 03:28:44 main:574] : INFO : Epoch 1795 | loss: 0.0311755 | val_loss: 0.0311851 | Time: 2930.42 ms [2022-02-16 03:28:47 main:574] : INFO : Epoch 1796 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 2941.26 ms [2022-02-16 03:28:49 main:574] : INFO : Epoch 1797 | loss: 0.0311713 | val_loss: 0.0311824 | Time: 2948.15 ms [2022-02-16 03:28:52 main:574] : INFO : Epoch 1798 | loss: 0.0311764 | val_loss: 0.0311892 | Time: 2924.61 ms [2022-02-16 03:28:55 main:574] : INFO : Epoch 1799 | loss: 0.0311768 | val_loss: 0.0311857 | Time: 2979.24 ms [2022-02-16 03:28:58 main:574] : INFO : Epoch 1800 | loss: 0.0311753 | val_loss: 0.0311822 | Time: 2895.23 ms [2022-02-16 03:29:01 main:574] : INFO : Epoch 1801 | loss: 0.0311737 | val_loss: 0.0311838 | Time: 3031.6 ms [2022-02-16 03:29:04 main:574] : INFO : Epoch 1802 | loss: 0.0311742 | val_loss: 0.0311843 | Time: 2998.34 ms [2022-02-16 03:29:07 main:574] : INFO : Epoch 1803 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 2977.28 ms [2022-02-16 03:29:10 main:574] : INFO : Epoch 1804 | loss: 0.0311755 | val_loss: 0.0311844 | Time: 2978.93 ms [2022-02-16 03:29:13 main:574] : INFO : Epoch 1805 | loss: 0.0311757 | val_loss: 0.0311816 | Time: 2952.93 ms [2022-02-16 03:29:16 main:574] : INFO : Epoch 1806 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 2996.78 ms [2022-02-16 03:29:19 main:574] : INFO : Epoch 1807 | loss: 0.0311738 | val_loss: 0.0311825 | Time: 2997.27 ms [2022-02-16 03:29:22 main:574] : INFO : Epoch 1808 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 2919.6 ms [2022-02-16 03:29:25 main:574] : INFO : Epoch 1809 | loss: 0.031172 | val_loss: 0.0311818 | Time: 2914.02 ms [2022-02-16 03:29:28 main:574] : INFO : Epoch 1810 | loss: 0.0311717 | val_loss: 0.0311814 | Time: 3031.64 ms [2022-02-16 03:29:31 main:574] : INFO : Epoch 1811 | loss: 0.0311718 | val_loss: 0.0311814 | Time: 3004.05 ms [2022-02-16 03:29:34 main:574] : INFO : Epoch 1812 | loss: 0.0311723 | val_loss: 0.0311813 | Time: 2998.12 ms [2022-02-16 03:29:37 main:574] : INFO : Epoch 1813 | loss: 0.0311717 | val_loss: 0.0311824 | Time: 2950.86 ms [2022-02-16 03:29:40 main:574] : INFO : Epoch 1814 | loss: 0.0311725 | val_loss: 0.0311855 | Time: 2971.56 ms [2022-02-16 03:29:43 main:574] : INFO : Epoch 1815 | loss: 0.0311769 | val_loss: 0.0311927 | Time: 3000.45 ms [2022-02-16 03:29:46 main:574] : INFO : Epoch 1816 | loss: 0.0311755 | val_loss: 0.031182 | Time: 2954.83 ms [2022-02-16 03:29:49 main:574] : INFO : Epoch 1817 | loss: 0.0311729 | val_loss: 0.0311848 | Time: 2919.14 ms [2022-02-16 03:29:52 main:574] : INFO : Epoch 1818 | loss: 0.0311747 | val_loss: 0.0311891 | Time: 2907.45 ms [2022-02-16 03:29:55 main:574] : INFO : Epoch 1819 | loss: 0.0311739 | val_loss: 0.0311867 | Time: 2894.57 ms [2022-02-16 03:29:58 main:574] : INFO : Epoch 1820 | loss: 0.0311754 | val_loss: 0.03118 | Time: 2906.59 ms [2022-02-16 03:30:01 main:574] : INFO : Epoch 1821 | loss: 0.0311731 | val_loss: 0.0311838 | Time: 2917.4 ms [2022-02-16 03:30:04 main:574] : INFO : Epoch 1822 | loss: 0.0311733 | val_loss: 0.0311858 | Time: 2974.66 ms [2022-02-16 03:30:07 main:574] : INFO : Epoch 1823 | loss: 0.0311723 | val_loss: 0.031182 | Time: 2969.24 ms [2022-02-16 03:30:10 main:574] : INFO : Epoch 1824 | loss: 0.0311712 | val_loss: 0.0311845 | Time: 2951.2 ms [2022-02-16 03:30:12 main:574] : INFO : Epoch 1825 | loss: 0.0311708 | val_loss: 0.0311784 | Time: 2900.56 ms [2022-02-16 03:30:15 main:574] : INFO : Epoch 1826 | loss: 0.0311698 | val_loss: 0.0311818 | Time: 2937.48 ms [2022-02-16 03:30:18 main:574] : INFO : Epoch 1827 | loss: 0.0311693 | val_loss: 0.0311819 | Time: 3017.25 ms [2022-02-16 03:30:21 main:574] : INFO : Epoch 1828 | loss: 0.0311693 | val_loss: 0.0311806 | Time: 2965.54 ms [2022-02-16 03:30:24 main:574] : INFO : Epoch 1829 | loss: 0.0311673 | val_loss: 0.0311822 | Time: 2928.45 ms [2022-02-16 03:30:27 main:574] : INFO : Epoch 1830 | loss: 0.0311678 | val_loss: 0.0311843 | Time: 2956.91 ms [2022-02-16 03:30:30 main:574] : INFO : Epoch 1831 | loss: 0.0311688 | val_loss: 0.031182 | Time: 2903.22 ms [2022-02-16 03:30:33 main:574] : INFO : Epoch 1832 | loss: 0.0311679 | val_loss: 0.0311871 | Time: 3030.61 ms [2022-02-16 03:30:36 main:574] : INFO : Epoch 1833 | loss: 0.0311688 | val_loss: 0.0311852 | Time: 2954.45 ms [2022-02-16 03:30:39 main:574] : INFO : Epoch 1834 | loss: 0.0311694 | val_loss: 0.031179 | Time: 2973.6 ms [2022-02-16 03:30:42 main:574] : INFO : Epoch 1835 | loss: 0.0311647 | val_loss: 0.0311813 | Time: 2976.69 ms [2022-02-16 03:30:45 main:574] : INFO : Epoch 1836 | loss: 0.0311648 | val_loss: 0.0311789 | Time: 2944.69 ms [2022-02-16 03:30:48 main:574] : INFO : Epoch 1837 | loss: 0.0311654 | val_loss: 0.0311806 | Time: 2978.78 ms [2022-02-16 03:30:51 main:574] : INFO : Epoch 1838 | loss: 0.0311665 | val_loss: 0.0311805 | Time: 2912.31 ms [2022-02-16 03:30:54 main:574] : INFO : Epoch 1839 | loss: 0.0311671 | val_loss: 0.0311813 | Time: 2903.38 ms [2022-02-16 03:30:57 main:574] : INFO : Epoch 1840 | loss: 0.031168 | val_loss: 0.0311841 | Time: 2948.73 ms [2022-02-16 03:31:00 main:574] : INFO : Epoch 1841 | loss: 0.0311659 | val_loss: 0.0311834 | Time: 2922 ms [2022-02-16 03:31:03 main:574] : INFO : Epoch 1842 | loss: 0.0311715 | val_loss: 0.0311793 | Time: 2944.37 ms [2022-02-16 03:31:06 main:574] : INFO : Epoch 1843 | loss: 0.031168 | val_loss: 0.0311818 | Time: 2975.04 ms [2022-02-16 03:31:09 main:574] : INFO : Epoch 1844 | loss: 0.0311673 | val_loss: 0.0311827 | Time: 2967.32 ms [2022-02-16 03:31:12 main:574] : INFO : Epoch 1845 | loss: 0.0311675 | val_loss: 0.0311813 | Time: 2993.39 ms [2022-02-16 03:31:15 main:574] : INFO : Epoch 1846 | loss: 0.0311663 | val_loss: 0.0311842 | Time: 2928.41 ms [2022-02-16 03:31:18 main:574] : INFO : Epoch 1847 | loss: 0.0311671 | val_loss: 0.0311825 | Time: 2988.25 ms [2022-02-16 03:31:21 main:574] : INFO : Epoch 1848 | loss: 0.0311649 | val_loss: 0.0311822 | Time: 2971.21 ms [2022-02-16 03:31:24 main:574] : INFO : Epoch 1849 | loss: 0.0311651 | val_loss: 0.0311826 | Time: 2951.24 ms [2022-02-16 03:31:27 main:574] : INFO : Epoch 1850 | loss: 0.0311675 | val_loss: 0.0311827 | Time: 2932.42 ms [2022-02-16 03:31:29 main:574] : INFO : Epoch 1851 | loss: 0.0311668 | val_loss: 0.0311832 | Time: 2956.34 ms [2022-02-16 03:31:32 main:574] : INFO : Epoch 1852 | loss: 0.0311666 | val_loss: 0.0311837 | Time: 2982.13 ms [2022-02-16 03:31:35 main:574] : INFO : Epoch 1853 | loss: 0.0311666 | val_loss: 0.0311817 | Time: 2969.84 ms [2022-02-16 03:31:38 main:574] : INFO : Epoch 1854 | loss: 0.0311663 | val_loss: 0.0311835 | Time: 2949.87 ms [2022-02-16 03:31:41 main:574] : INFO : Epoch 1855 | loss: 0.0311662 | val_loss: 0.0311865 | Time: 2937.27 ms [2022-02-16 03:31:44 main:574] : INFO : Epoch 1856 | loss: 0.0311688 | val_loss: 0.0311834 | Time: 2936.39 ms [2022-02-16 03:31:47 main:574] : INFO : Epoch 1857 | loss: 0.0311655 | val_loss: 0.0311813 | Time: 2950.62 ms [2022-02-16 03:31:50 main:574] : INFO : Epoch 1858 | loss: 0.0311646 | val_loss: 0.0311818 | Time: 2941.54 ms [2022-02-16 03:31:53 main:574] : INFO : Epoch 1859 | loss: 0.0311672 | val_loss: 0.0311826 | Time: 2863.77 ms [2022-02-16 03:31:56 main:574] : INFO : Epoch 1860 | loss: 0.031181 | val_loss: 0.0311823 | Time: 2953.57 ms [2022-02-16 03:31:59 main:574] : INFO : Epoch 1861 | loss: 0.031177 | val_loss: 0.0311797 | Time: 2961.88 ms [2022-02-16 03:32:02 main:574] : INFO : Epoch 1862 | loss: 0.0311762 | val_loss: 0.0311807 | Time: 2950.36 ms [2022-02-16 03:32:05 main:574] : INFO : Epoch 1863 | loss: 0.0311754 | val_loss: 0.0311834 | Time: 2995.46 ms [2022-02-16 03:32:08 main:574] : INFO : Epoch 1864 | loss: 0.031175 | val_loss: 0.0311796 | Time: 2913.84 ms [2022-02-16 03:32:11 main:574] : INFO : Epoch 1865 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 2910.46 ms [2022-02-16 03:32:14 main:574] : INFO : Epoch 1866 | loss: 0.0311741 | val_loss: 0.031179 | Time: 2910.78 ms [2022-02-16 03:32:17 main:574] : INFO : Epoch 1867 | loss: 0.0311732 | val_loss: 0.0311783 | Time: 2968.85 ms [2022-02-16 03:32:20 main:574] : INFO : Epoch 1868 | loss: 0.0311731 | val_loss: 0.0311774 | Time: 2961.71 ms [2022-02-16 03:32:23 main:574] : INFO : Epoch 1869 | loss: 0.0311719 | val_loss: 0.0311773 | Time: 3004.39 ms [2022-02-16 03:32:26 main:574] : INFO : Epoch 1870 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 2947.04 ms [2022-02-16 03:32:29 main:574] : INFO : Epoch 1871 | loss: 0.0311703 | val_loss: 0.0311771 | Time: 2936.89 ms [2022-02-16 03:32:31 main:574] : INFO : Epoch 1872 | loss: 0.0311702 | val_loss: 0.0311771 | Time: 2930.99 ms [2022-02-16 03:32:34 main:574] : INFO : Epoch 1873 | loss: 0.0311721 | val_loss: 0.0311856 | Time: 3018.79 ms [2022-02-16 03:32:37 main:574] : INFO : Epoch 1874 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 2975.66 ms [2022-02-16 03:32:41 main:574] : INFO : Epoch 1875 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 3048.85 ms [2022-02-16 03:32:44 main:574] : INFO : Epoch 1876 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 2962.41 ms [2022-02-16 03:32:46 main:574] : INFO : Epoch 1877 | loss: 0.0311703 | val_loss: 0.0311767 | Time: 2919.54 ms [2022-02-16 03:32:49 main:574] : INFO : Epoch 1878 | loss: 0.0311696 | val_loss: 0.0311805 | Time: 2903.01 ms [2022-02-16 03:32:52 main:574] : INFO : Epoch 1879 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 2943.58 ms [2022-02-16 03:32:55 main:574] : INFO : Epoch 1880 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 2923.41 ms [2022-02-16 03:32:58 main:574] : INFO : Epoch 1881 | loss: 0.0311712 | val_loss: 0.0311792 | Time: 2910.22 ms [2022-02-16 03:33:01 main:574] : INFO : Epoch 1882 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 2974.45 ms [2022-02-16 03:33:04 main:574] : INFO : Epoch 1883 | loss: 0.0311695 | val_loss: 0.0311817 | Time: 2958.04 ms [2022-02-16 03:33:07 main:574] : INFO : Epoch 1884 | loss: 0.0311713 | val_loss: 0.0311791 | Time: 2955.66 ms [2022-02-16 03:33:10 main:574] : INFO : Epoch 1885 | loss: 0.0311688 | val_loss: 0.0311821 | Time: 2954.17 ms [2022-02-16 03:33:13 main:574] : INFO : Epoch 1886 | loss: 0.0311684 | val_loss: 0.0311802 | Time: 2977.82 ms [2022-02-16 03:33:16 main:574] : INFO : Epoch 1887 | loss: 0.0311685 | val_loss: 0.0311819 | Time: 2873.49 ms [2022-02-16 03:33:19 main:574] : INFO : Epoch 1888 | loss: 0.0311672 | val_loss: 0.0311814 | Time: 2954.3 ms [2022-02-16 03:33:22 main:574] : INFO : Epoch 1889 | loss: 0.031167 | val_loss: 0.03118 | Time: 2931.59 ms [2022-02-16 03:33:25 main:574] : INFO : Epoch 1890 | loss: 0.0311699 | val_loss: 0.0311814 | Time: 2949.11 ms [2022-02-16 03:33:28 main:574] : INFO : Epoch 1891 | loss: 0.0311685 | val_loss: 0.0311771 | Time: 2924.38 ms [2022-02-16 03:33:31 main:574] : INFO : Epoch 1892 | loss: 0.0311675 | val_loss: 0.0311792 | Time: 2949.62 ms [2022-02-16 03:33:34 main:574] : INFO : Epoch 1893 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 2935.51 ms [2022-02-16 03:33:36 main:574] : INFO : Epoch 1894 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 2937.3 ms [2022-02-16 03:33:39 main:574] : INFO : Epoch 1895 | loss: 0.0311686 | val_loss: 0.0311789 | Time: 2970.84 ms [2022-02-16 03:33:42 main:574] : INFO : Epoch 1896 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 2917.15 ms [2022-02-16 03:33:45 main:574] : INFO : Epoch 1897 | loss: 0.0311689 | val_loss: 0.0311781 | Time: 2953.9 ms [2022-02-16 03:33:48 main:574] : INFO : Epoch 1898 | loss: 0.0311686 | val_loss: 0.0311779 | Time: 2980.86 ms [2022-02-16 03:33:51 main:574] : INFO : Epoch 1899 | loss: 0.0311688 | val_loss: 0.0311771 | Time: 2924.74 ms [2022-02-16 03:33:54 main:574] : INFO : Epoch 1900 | loss: 0.0311685 | val_loss: 0.0311805 | Time: 2990.8 ms [2022-02-16 03:33:57 main:574] : INFO : Epoch 1901 | loss: 0.0311692 | val_loss: 0.0311804 | Time: 3005.29 ms [2022-02-16 03:34:00 main:574] : INFO : Epoch 1902 | loss: 0.0311701 | val_loss: 0.0311802 | Time: 2993.17 ms [2022-02-16 03:34:03 main:574] : INFO : Epoch 1903 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 2984.5 ms [2022-02-16 03:34:06 main:574] : INFO : Epoch 1904 | loss: 0.0311672 | val_loss: 0.0311791 | Time: 2945.99 ms [2022-02-16 03:34:09 main:574] : INFO : Epoch 1905 | loss: 0.0311677 | val_loss: 0.0311824 | Time: 2950.97 ms [2022-02-16 03:34:12 main:574] : INFO : Epoch 1906 | loss: 0.0311684 | val_loss: 0.0311788 | Time: 2970.7 ms [2022-02-16 03:34:15 main:574] : INFO : Epoch 1907 | loss: 0.0311681 | val_loss: 0.031179 | Time: 2933.04 ms [2022-02-16 03:34:18 main:574] : INFO : Epoch 1908 | loss: 0.0311669 | val_loss: 0.0311807 | Time: 2949.82 ms [2022-02-16 03:34:21 main:574] : INFO : Epoch 1909 | loss: 0.0311653 | val_loss: 0.0311785 | Time: 2944.59 ms [2022-02-16 03:34:24 main:574] : INFO : Epoch 1910 | loss: 0.0311732 | val_loss: 0.0311839 | Time: 2946.57 ms [2022-02-16 03:34:27 main:574] : INFO : Epoch 1911 | loss: 0.0311843 | val_loss: 0.0311829 | Time: 3061.67 ms [2022-02-16 03:34:30 main:574] : INFO : Epoch 1912 | loss: 0.031183 | val_loss: 0.0311775 | Time: 2938.4 ms [2022-02-16 03:34:33 main:574] : INFO : Epoch 1913 | loss: 0.0311823 | val_loss: 0.0311749 | Time: 2951.2 ms [2022-02-16 03:34:36 main:574] : INFO : Epoch 1914 | loss: 0.0311817 | val_loss: 0.031176 | Time: 2951.18 ms [2022-02-16 03:34:39 main:574] : INFO : Epoch 1915 | loss: 0.0311786 | val_loss: 0.0311753 | Time: 2947.37 ms [2022-02-16 03:34:42 main:574] : INFO : Epoch 1916 | loss: 0.0311784 | val_loss: 0.0311795 | Time: 2973.66 ms [2022-02-16 03:34:45 main:574] : INFO : Epoch 1917 | loss: 0.0311777 | val_loss: 0.0311754 | Time: 3004.22 ms [2022-02-16 03:34:48 main:574] : INFO : Epoch 1918 | loss: 0.0311763 | val_loss: 0.0311755 | Time: 2995.58 ms [2022-02-16 03:34:51 main:574] : INFO : Epoch 1919 | loss: 0.031175 | val_loss: 0.0311755 | Time: 2920.85 ms [2022-02-16 03:34:54 main:574] : INFO : Epoch 1920 | loss: 0.0311746 | val_loss: 0.0311751 | Time: 2949.65 ms [2022-02-16 03:34:57 main:574] : INFO : Epoch 1921 | loss: 0.031175 | val_loss: 0.0311764 | Time: 2942.05 ms [2022-02-16 03:35:00 main:574] : INFO : Epoch 1922 | loss: 0.0311742 | val_loss: 0.031175 | Time: 3013.49 ms [2022-02-16 03:35:03 main:574] : INFO : Epoch 1923 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 3321.72 ms [2022-02-16 03:35:06 main:574] : INFO : Epoch 1924 | loss: 0.0311752 | val_loss: 0.0311824 | Time: 3007.01 ms [2022-02-16 03:35:09 main:574] : INFO : Epoch 1925 | loss: 0.0311759 | val_loss: 0.0311766 | Time: 2901.66 ms [2022-02-16 03:35:12 main:574] : INFO : Epoch 1926 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 2982.37 ms [2022-02-16 03:35:15 main:574] : INFO : Epoch 1927 | loss: 0.031176 | val_loss: 0.0311755 | Time: 2997.96 ms [2022-02-16 03:35:18 main:574] : INFO : Epoch 1928 | loss: 0.0311762 | val_loss: 0.0311825 | Time: 2948.24 ms [2022-02-16 03:35:21 main:574] : INFO : Epoch 1929 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 2932.51 ms [2022-02-16 03:35:24 main:574] : INFO : Epoch 1930 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 2964.86 ms [2022-02-16 03:35:27 main:574] : INFO : Epoch 1931 | loss: 0.0311724 | val_loss: 0.0311763 | Time: 2948.99 ms [2022-02-16 03:35:30 main:574] : INFO : Epoch 1932 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 2901.08 ms [2022-02-16 03:35:33 main:574] : INFO : Epoch 1933 | loss: 0.0311729 | val_loss: 0.0311801 | Time: 3005.57 ms [2022-02-16 03:35:36 main:574] : INFO : Epoch 1934 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 2933.78 ms [2022-02-16 03:35:39 main:574] : INFO : Epoch 1935 | loss: 0.0311722 | val_loss: 0.0311795 | Time: 2979.76 ms [2022-02-16 03:35:41 main:574] : INFO : Epoch 1936 | loss: 0.0311716 | val_loss: 0.0311751 | Time: 2966.49 ms [2022-02-16 03:35:44 main:574] : INFO : Epoch 1937 | loss: 0.0311721 | val_loss: 0.031176 | Time: 2947.43 ms [2022-02-16 03:35:48 main:574] : INFO : Epoch 1938 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 3078.03 ms [2022-02-16 03:35:51 main:574] : INFO : Epoch 1939 | loss: 0.0311727 | val_loss: 0.0311771 | Time: 3120.29 ms [2022-02-16 03:35:54 main:574] : INFO : Epoch 1940 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 2948.28 ms [2022-02-16 03:35:57 main:574] : INFO : Epoch 1941 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 2910.65 ms [2022-02-16 03:35:59 main:574] : INFO : Epoch 1942 | loss: 0.0311716 | val_loss: 0.0311768 | Time: 2957.19 ms [2022-02-16 03:36:02 main:574] : INFO : Epoch 1943 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 2998.63 ms [2022-02-16 03:36:05 main:574] : INFO : Epoch 1944 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 2933.6 ms [2022-02-16 03:36:08 main:574] : INFO : Epoch 1945 | loss: 0.031171 | val_loss: 0.0311783 | Time: 2937.1 ms [2022-02-16 03:36:11 main:574] : INFO : Epoch 1946 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 2929.17 ms [2022-02-16 03:36:14 main:574] : INFO : Epoch 1947 | loss: 0.0311742 | val_loss: 0.0311789 | Time: 2985.19 ms [2022-02-16 03:36:17 main:574] : INFO : Epoch 1948 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 2915.63 ms [2022-02-16 03:36:20 main:574] : INFO : Epoch 1949 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 2976.87 ms [2022-02-16 03:36:23 main:574] : INFO : Epoch 1950 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 2968.11 ms [2022-02-16 03:36:26 main:574] : INFO : Epoch 1951 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 2888 ms [2022-02-16 03:36:29 main:574] : INFO : Epoch 1952 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 2981.27 ms [2022-02-16 03:36:32 main:574] : INFO : Epoch 1953 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 2890.99 ms [2022-02-16 03:36:35 main:574] : INFO : Epoch 1954 | loss: 0.0311703 | val_loss: 0.0311772 | Time: 2858.54 ms [2022-02-16 03:36:38 main:574] : INFO : Epoch 1955 | loss: 0.0311714 | val_loss: 0.0311816 | Time: 2922.35 ms [2022-02-16 03:36:41 main:574] : INFO : Epoch 1956 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 2911.06 ms [2022-02-16 03:36:44 main:574] : INFO : Epoch 1957 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 2945.37 ms [2022-02-16 03:36:47 main:574] : INFO : Epoch 1958 | loss: 0.031172 | val_loss: 0.0311772 | Time: 2991.87 ms [2022-02-16 03:36:50 main:574] : INFO : Epoch 1959 | loss: 0.0311716 | val_loss: 0.0311759 | Time: 2950.94 ms [2022-02-16 03:36:53 main:574] : INFO : Epoch 1960 | loss: 0.0311756 | val_loss: 0.0311766 | Time: 2963.57 ms [2022-02-16 03:36:55 main:574] : INFO : Epoch 1961 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 2949.61 ms [2022-02-16 03:36:58 main:574] : INFO : Epoch 1962 | loss: 0.0311737 | val_loss: 0.0311796 | Time: 2940.4 ms [2022-02-16 03:37:01 main:574] : INFO : Epoch 1963 | loss: 0.0311705 | val_loss: 0.031176 | Time: 2971.55 ms [2022-02-16 03:37:04 main:574] : INFO : Epoch 1964 | loss: 0.0311698 | val_loss: 0.031178 | Time: 2951.12 ms [2022-02-16 03:37:07 main:574] : INFO : Epoch 1965 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 2971.45 ms [2022-02-16 03:37:10 main:574] : INFO : Epoch 1966 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 2920.41 ms [2022-02-16 03:37:13 main:574] : INFO : Epoch 1967 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 2972.58 ms [2022-02-16 03:37:16 main:574] : INFO : Epoch 1968 | loss: 0.0311705 | val_loss: 0.0311806 | Time: 2977.64 ms [2022-02-16 03:37:19 main:574] : INFO : Epoch 1969 | loss: 0.03117 | val_loss: 0.0311766 | Time: 2933.29 ms [2022-02-16 03:37:22 main:574] : INFO : Epoch 1970 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 2911.68 ms [2022-02-16 03:37:25 main:574] : INFO : Epoch 1971 | loss: 0.0311692 | val_loss: 0.031175 | Time: 2935.7 ms [2022-02-16 03:37:28 main:574] : INFO : Epoch 1972 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 2922.29 ms [2022-02-16 03:37:31 main:574] : INFO : Epoch 1973 | loss: 0.0311689 | val_loss: 0.0311755 | Time: 2989.5 ms [2022-02-16 03:37:34 main:574] : INFO : Epoch 1974 | loss: 0.0311681 | val_loss: 0.0311754 | Time: 2927.72 ms [2022-02-16 03:37:37 main:574] : INFO : Epoch 1975 | loss: 0.0311682 | val_loss: 0.0311774 | Time: 2961.68 ms [2022-02-16 03:37:40 main:574] : INFO : Epoch 1976 | loss: 0.031169 | val_loss: 0.0311749 | Time: 2965.74 ms [2022-02-16 03:37:43 main:574] : INFO : Epoch 1977 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 2905.44 ms [2022-02-16 03:37:46 main:574] : INFO : Epoch 1978 | loss: 0.0311703 | val_loss: 0.0311835 | Time: 2947.26 ms [2022-02-16 03:37:49 main:574] : INFO : Epoch 1979 | loss: 0.0311709 | val_loss: 0.0311871 | Time: 2900.6 ms [2022-02-16 03:37:52 main:574] : INFO : Epoch 1980 | loss: 0.0311708 | val_loss: 0.0311759 | Time: 2928.68 ms [2022-02-16 03:37:55 main:574] : INFO : Epoch 1981 | loss: 0.0311684 | val_loss: 0.031177 | Time: 3233.9 ms [2022-02-16 03:37:58 main:574] : INFO : Epoch 1982 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 3055.54 ms [2022-02-16 03:38:01 main:574] : INFO : Epoch 1983 | loss: 0.0311698 | val_loss: 0.0311777 | Time: 2964.13 ms [2022-02-16 03:38:04 main:574] : INFO : Epoch 1984 | loss: 0.0311712 | val_loss: 0.0311775 | Time: 2896.98 ms [2022-02-16 03:38:07 main:574] : INFO : Epoch 1985 | loss: 0.0311711 | val_loss: 0.0311771 | Time: 3000.72 ms [2022-02-16 03:38:10 main:574] : INFO : Epoch 1986 | loss: 0.0311708 | val_loss: 0.0311806 | Time: 2962.47 ms [2022-02-16 03:38:13 main:574] : INFO : Epoch 1987 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 2968.83 ms [2022-02-16 03:38:16 main:574] : INFO : Epoch 1988 | loss: 0.0311697 | val_loss: 0.0311825 | Time: 2950.68 ms [2022-02-16 03:38:19 main:574] : INFO : Epoch 1989 | loss: 0.0311711 | val_loss: 0.0311813 | Time: 2949.28 ms [2022-02-16 03:38:22 main:574] : INFO : Epoch 1990 | loss: 0.0311692 | val_loss: 0.0311769 | Time: 2969.9 ms [2022-02-16 03:38:25 main:574] : INFO : Epoch 1991 | loss: 0.0311698 | val_loss: 0.031179 | Time: 2959.73 ms [2022-02-16 03:38:27 main:574] : INFO : Epoch 1992 | loss: 0.0311701 | val_loss: 0.0311875 | Time: 2963.78 ms [2022-02-16 03:38:30 main:574] : INFO : Epoch 1993 | loss: 0.0311803 | val_loss: 0.031448 | Time: 2998.64 ms [2022-02-16 03:38:33 main:574] : INFO : Epoch 1994 | loss: 0.0358414 | val_loss: 0.0356868 | Time: 2903.66 ms [2022-02-16 03:38:36 main:574] : INFO : Epoch 1995 | loss: 0.0366517 | val_loss: 0.0332432 | Time: 2961.66 ms [2022-02-16 03:38:39 main:574] : INFO : Epoch 1996 | loss: 0.0319442 | val_loss: 0.0313591 | Time: 2981.6 ms [2022-02-16 03:38:42 main:574] : INFO : Epoch 1997 | loss: 0.0313096 | val_loss: 0.0312784 | Time: 2913.48 ms [2022-02-16 03:38:45 main:574] : INFO : Epoch 1998 | loss: 0.0312466 | val_loss: 0.0312327 | Time: 2959.48 ms [2022-02-16 03:38:48 main:574] : INFO : Epoch 1999 | loss: 0.0312273 | val_loss: 0.0312248 | Time: 2878.91 ms [2022-02-16 03:38:51 main:574] : INFO : Epoch 2000 | loss: 0.0312188 | val_loss: 0.0312181 | Time: 2944.17 ms [2022-02-16 03:38:54 main:574] : INFO : Epoch 2001 | loss: 0.0312117 | val_loss: 0.0312119 | Time: 2931.45 ms [2022-02-16 03:38:57 main:574] : INFO : Epoch 2002 | loss: 0.0312057 | val_loss: 0.0312062 | Time: 2970.78 ms [2022-02-16 03:39:00 main:574] : INFO : Epoch 2003 | loss: 0.0311996 | val_loss: 0.0312014 | Time: 2960.85 ms [2022-02-16 03:39:03 main:574] : INFO : Epoch 2004 | loss: 0.0311943 | val_loss: 0.0311964 | Time: 2909.02 ms [2022-02-16 03:39:06 main:574] : INFO : Epoch 2005 | loss: 0.0311897 | val_loss: 0.0311933 | Time: 2947.99 ms [2022-02-16 03:39:09 main:574] : INFO : Epoch 2006 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 2939.33 ms [2022-02-16 03:39:12 main:574] : INFO : Epoch 2007 | loss: 0.0311848 | val_loss: 0.0311886 | Time: 2951.67 ms [2022-02-16 03:39:15 main:574] : INFO : Epoch 2008 | loss: 0.0311834 | val_loss: 0.031187 | Time: 2918.18 ms [2022-02-16 03:39:18 main:574] : INFO : Epoch 2009 | loss: 0.0311814 | val_loss: 0.031186 | Time: 2963.72 ms [2022-02-16 03:39:21 main:574] : INFO : Epoch 2010 | loss: 0.0311799 | val_loss: 0.031185 | Time: 2956.06 ms [2022-02-16 03:39:24 main:574] : INFO : Epoch 2011 | loss: 0.0311784 | val_loss: 0.0311853 | Time: 2953.29 ms [2022-02-16 03:39:26 main:574] : INFO : Epoch 2012 | loss: 0.031178 | val_loss: 0.0311832 | Time: 2958.29 ms [2022-02-16 03:39:29 main:574] : INFO : Epoch 2013 | loss: 0.0311772 | val_loss: 0.0311852 | Time: 2970.24 ms [2022-02-16 03:39:32 main:574] : INFO : Epoch 2014 | loss: 0.0311854 | val_loss: 0.0311865 | Time: 2936.62 ms [2022-02-16 03:39:35 main:574] : INFO : Epoch 2015 | loss: 0.0311853 | val_loss: 0.0311856 | Time: 2941.36 ms [2022-02-16 03:39:38 main:574] : INFO : Epoch 2016 | loss: 0.0311837 | val_loss: 0.031184 | Time: 2927.56 ms [2022-02-16 03:39:41 main:574] : INFO : Epoch 2017 | loss: 0.0311846 | val_loss: 0.031184 | Time: 2978.88 ms [2022-02-16 03:39:44 main:574] : INFO : Epoch 2018 | loss: 0.0311829 | val_loss: 0.0311824 | Time: 2985.57 ms [2022-02-16 03:39:47 main:574] : INFO : Epoch 2019 | loss: 0.031181 | val_loss: 0.0311818 | Time: 2962.92 ms [2022-02-16 03:39:50 main:574] : INFO : Epoch 2020 | loss: 0.0311805 | val_loss: 0.0311809 | Time: 2934.05 ms [2022-02-16 03:39:53 main:574] : INFO : Epoch 2021 | loss: 0.0311791 | val_loss: 0.0311813 | Time: 2894.25 ms [2022-02-16 03:39:56 main:574] : INFO : Epoch 2022 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 2894.11 ms [2022-02-16 03:39:59 main:574] : INFO : Epoch 2023 | loss: 0.0311782 | val_loss: 0.0311795 | Time: 3016.9 ms [2022-02-16 03:40:02 main:574] : INFO : Epoch 2024 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 2915.13 ms [2022-02-16 03:40:05 main:574] : INFO : Epoch 2025 | loss: 0.031177 | val_loss: 0.0311795 | Time: 2925.13 ms [2022-02-16 03:40:08 main:574] : INFO : Epoch 2026 | loss: 0.0311769 | val_loss: 0.0311793 | Time: 2943.32 ms [2022-02-16 03:40:11 main:574] : INFO : Epoch 2027 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 3022.17 ms [2022-02-16 03:40:14 main:574] : INFO : Epoch 2028 | loss: 0.0311765 | val_loss: 0.0311784 | Time: 2948.3 ms [2022-02-16 03:40:17 main:574] : INFO : Epoch 2029 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 3044.42 ms [2022-02-16 03:40:20 main:574] : INFO : Epoch 2030 | loss: 0.0311767 | val_loss: 0.0311781 | Time: 2940.7 ms [2022-02-16 03:40:23 main:574] : INFO : Epoch 2031 | loss: 0.0311757 | val_loss: 0.0311779 | Time: 3071.94 ms [2022-02-16 03:40:26 main:574] : INFO : Epoch 2032 | loss: 0.0311759 | val_loss: 0.031178 | Time: 2947.04 ms [2022-02-16 03:40:29 main:574] : INFO : Epoch 2033 | loss: 0.0311754 | val_loss: 0.031178 | Time: 2919.51 ms [2022-02-16 03:40:32 main:574] : INFO : Epoch 2034 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 2961.36 ms [2022-02-16 03:40:35 main:574] : INFO : Epoch 2035 | loss: 0.0311752 | val_loss: 0.0311779 | Time: 2969.39 ms [2022-02-16 03:40:38 main:574] : INFO : Epoch 2036 | loss: 0.0311749 | val_loss: 0.0311776 | Time: 2985.21 ms [2022-02-16 03:40:41 main:574] : INFO : Epoch 2037 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 2970.62 ms [2022-02-16 03:40:44 main:574] : INFO : Epoch 2038 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 2971.81 ms [2022-02-16 03:40:47 main:574] : INFO : Epoch 2039 | loss: 0.0311741 | val_loss: 0.0311777 | Time: 2955.71 ms [2022-02-16 03:40:50 main:574] : INFO : Epoch 2040 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 2942.25 ms [2022-02-16 03:40:52 main:574] : INFO : Epoch 2041 | loss: 0.0311744 | val_loss: 0.0311761 | Time: 2921.98 ms [2022-02-16 03:40:55 main:574] : INFO : Epoch 2042 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 2985.11 ms [2022-02-16 03:40:58 main:574] : INFO : Epoch 2043 | loss: 0.0311735 | val_loss: 0.0311759 | Time: 2937.59 ms [2022-02-16 03:41:01 main:574] : INFO : Epoch 2044 | loss: 0.0311738 | val_loss: 0.031176 | Time: 2860.04 ms [2022-02-16 03:41:04 main:574] : INFO : Epoch 2045 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 2866.79 ms [2022-02-16 03:41:07 main:574] : INFO : Epoch 2046 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 2934.48 ms [2022-02-16 03:41:10 main:574] : INFO : Epoch 2047 | loss: 0.0311738 | val_loss: 0.0311821 | Time: 2994.03 ms [2022-02-16 03:41:13 main:574] : INFO : Epoch 2048 | loss: 0.0311748 | val_loss: 0.0311774 | Time: 3034.28 ms [2022-02-16 03:41:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311774 [2022-02-16 03:41:13 main:603] : INFO : Saving end state to config to file [2022-02-16 03:41:13 main:608] : INFO : Success, exiting.. 03:41:13 (9348): 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)