Task 10505242
| Name | ParityModified-1639953215-29172-1-0_0 |
| Workunit | 7843114 |
| Created | 6 Jan 2022, 14:06:31 UTC |
| Sent | 24 Jan 2022, 2:55:05 UTC |
| Report deadline | 1 Feb 2022, 2:55:05 UTC |
| Received | 20 Feb 2022, 21:39:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 882 |
| Run time | 2 hours 51 min 15 sec |
| CPU time | 1 hours 58 min 42 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 11,617.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.031084 | val_loss: 0.0312223 | Time: 2663.41 ms [2022-02-20 13:13:47 main:574] : INFO : Epoch 1543 | loss: 0.0310895 | val_loss: 0.0312004 | Time: 2665.21 ms [2022-02-20 13:13:50 main:574] : INFO : Epoch 1544 | loss: 0.0310947 | val_loss: 0.0312027 | Time: 2782.15 ms [2022-02-20 13:13:53 main:574] : INFO : Epoch 1545 | loss: 0.0310976 | val_loss: 0.0312088 | Time: 2755.16 ms [2022-02-20 13:13:56 main:574] : INFO : Epoch 1546 | loss: 0.0310958 | val_loss: 0.0312009 | Time: 2855.35 ms [2022-02-20 13:13:58 main:574] : INFO : Epoch 1547 | loss: 0.0310922 | val_loss: 0.0312069 | Time: 2652.42 ms [2022-02-20 13:14:01 main:574] : INFO : Epoch 1548 | loss: 0.0310925 | val_loss: 0.0311959 | Time: 2769.66 ms [2022-02-20 13:14:04 main:574] : INFO : Epoch 1549 | loss: 0.0310964 | val_loss: 0.0312019 | Time: 2756.94 ms [2022-02-20 13:14:07 main:574] : INFO : Epoch 1550 | loss: 0.0310982 | val_loss: 0.0312002 | Time: 2756.64 ms [2022-02-20 13:14:09 main:574] : INFO : Epoch 1551 | loss: 0.0310937 | val_loss: 0.0312051 | Time: 2687.08 ms [2022-02-20 13:14:12 main:574] : INFO : Epoch 1552 | loss: 0.0310868 | val_loss: 0.031205 | Time: 2763.79 ms [2022-02-20 13:14:16 main:574] : INFO : Epoch 1553 | loss: 0.0310903 | val_loss: 0.0311944 | Time: 3787.26 ms [2022-02-20 13:14:20 main:574] : INFO : Epoch 1554 | loss: 0.0310947 | val_loss: 0.0312119 | Time: 4186.28 ms [2022-02-20 13:14:24 main:574] : INFO : Epoch 1555 | loss: 0.0310882 | val_loss: 0.0312051 | Time: 4256.71 ms [2022-02-20 13:14:28 main:574] : INFO : Epoch 1556 | loss: 0.0310809 | val_loss: 0.0312012 | Time: 4176.65 ms [2022-02-20 13:14:33 main:574] : INFO : Epoch 1557 | loss: 0.0310811 | val_loss: 0.0312146 | Time: 4147.72 ms [2022-02-20 13:14:37 main:574] : INFO : Epoch 1558 | loss: 0.0310822 | val_loss: 0.031214 | Time: 4026.65 ms [2022-02-20 13:14:40 main:574] : INFO : Epoch 1559 | loss: 0.0310801 | val_loss: 0.0311965 | Time: 3921.3 ms [2022-02-20 13:14:44 main:574] : INFO : Epoch 1560 | loss: 0.031087 | val_loss: 0.0312055 | Time: 3915.24 ms [2022-02-20 13:14:48 main:574] : INFO : Epoch 1561 | loss: 0.0310864 | val_loss: 0.0312048 | Time: 3884.57 ms [2022-02-20 13:14:52 main:574] : INFO : Epoch 1562 | loss: 0.0310823 | val_loss: 0.0312078 | Time: 3870.84 ms [2022-02-20 13:14:56 main:574] : INFO : Epoch 1563 | loss: 0.0310851 | val_loss: 0.0312037 | Time: 3886.21 ms [2022-02-20 13:15:00 main:574] : INFO : Epoch 1564 | loss: 0.031088 | val_loss: 0.0312047 | Time: 3847.41 ms [2022-02-20 13:15:04 main:574] : INFO : Epoch 1565 | loss: 0.0310904 | val_loss: 0.0312004 | Time: 3945.51 ms [2022-02-20 13:15:08 main:574] : INFO : Epoch 1566 | loss: 0.0310899 | val_loss: 0.031209 | Time: 3978.94 ms [2022-02-20 13:15:12 main:574] : INFO : Epoch 1567 | loss: 0.0310859 | val_loss: 0.0312021 | Time: 3863.09 ms [2022-02-20 13:15:16 main:574] : INFO : Epoch 1568 | loss: 0.031089 | val_loss: 0.0312024 | Time: 4012.03 ms [2022-02-20 13:15:20 main:574] : INFO : Epoch 1569 | loss: 0.0310876 | val_loss: 0.0312104 | Time: 3857.27 ms [2022-02-20 13:15:24 main:574] : INFO : Epoch 1570 | loss: 0.0310861 | val_loss: 0.0312075 | Time: 3992.23 ms [2022-02-20 13:15:27 main:574] : INFO : Epoch 1571 | loss: 0.0310906 | val_loss: 0.0312019 | Time: 3865.81 ms [2022-02-20 13:15:31 main:574] : INFO : Epoch 1572 | loss: 0.0310905 | val_loss: 0.031205 | Time: 3960.06 ms [2022-02-20 13:15:35 main:574] : INFO : Epoch 1573 | loss: 0.0310926 | val_loss: 0.0312028 | Time: 3825.63 ms [2022-02-20 13:15:39 main:574] : INFO : Epoch 1574 | loss: 0.0310871 | val_loss: 0.0311989 | Time: 3952.02 ms [2022-02-20 13:15:43 main:574] : INFO : Epoch 1575 | loss: 0.0310821 | val_loss: 0.0311997 | Time: 3920.34 ms [2022-02-20 13:15:47 main:574] : INFO : Epoch 1576 | loss: 0.0311465 | val_loss: 0.0311976 | Time: 3899.12 ms [2022-02-20 13:15:51 main:574] : INFO : Epoch 1577 | loss: 0.0311706 | val_loss: 0.031178 | Time: 3896.06 ms [2022-02-20 13:15:55 main:574] : INFO : Epoch 1578 | loss: 0.0311558 | val_loss: 0.0311773 | Time: 3921.26 ms [2022-02-20 13:15:59 main:574] : INFO : Epoch 1579 | loss: 0.0311456 | val_loss: 0.0311744 | Time: 3922.89 ms [2022-02-20 13:16:03 main:574] : INFO : Epoch 1580 | loss: 0.0311401 | val_loss: 0.0311746 | Time: 4001.75 ms [2022-02-20 13:16:07 main:574] : INFO : Epoch 1581 | loss: 0.0311334 | val_loss: 0.0311788 | Time: 3877.75 ms [2022-02-20 13:16:11 main:574] : INFO : Epoch 1582 | loss: 0.0311311 | val_loss: 0.031176 | Time: 4079.52 ms [2022-02-20 13:16:15 main:574] : INFO : Epoch 1583 | loss: 0.0311247 | val_loss: 0.0311886 | Time: 3930.82 ms [2022-02-20 13:16:19 main:574] : INFO : Epoch 1584 | loss: 0.0311235 | val_loss: 0.0311832 | Time: 3977.71 ms [2022-02-20 13:16:23 main:574] : INFO : Epoch 1585 | loss: 0.0311179 | val_loss: 0.0311845 | Time: 3941.83 ms [2022-02-20 13:16:27 main:574] : INFO : Epoch 1586 | loss: 0.0311123 | val_loss: 0.0311888 | Time: 3973.9 ms [2022-02-20 13:16:30 main:574] : INFO : Epoch 1587 | loss: 0.0311083 | val_loss: 0.0311895 | Time: 3769.27 ms [2022-02-20 13:16:34 main:574] : INFO : Epoch 1588 | loss: 0.0311048 | val_loss: 0.0311923 | Time: 3893.78 ms [2022-02-20 13:16:38 main:574] : INFO : Epoch 1589 | loss: 0.0311035 | val_loss: 0.0311973 | Time: 3979.6 ms [2022-02-20 13:16:42 main:574] : INFO : Epoch 1590 | loss: 0.0311007 | val_loss: 0.0311948 | Time: 3981.33 ms [2022-02-20 13:16:46 main:574] : INFO : Epoch 1591 | loss: 0.0311017 | val_loss: 0.0311924 | Time: 3875.99 ms [2022-02-20 13:16:50 main:574] : INFO : Epoch 1592 | loss: 0.0311015 | val_loss: 0.0311951 | Time: 3910.4 ms [2022-02-20 13:16:54 main:574] : INFO : Epoch 1593 | loss: 0.0311067 | val_loss: 0.0312141 | Time: 3913.33 ms [2022-02-20 13:16:58 main:574] : INFO : Epoch 1594 | loss: 0.031099 | val_loss: 0.0312069 | Time: 3827.35 ms [2022-02-20 13:17:02 main:574] : INFO : Epoch 1595 | loss: 0.0311018 | val_loss: 0.0311913 | Time: 3846.78 ms [2022-02-20 13:17:06 main:574] : INFO : Epoch 1596 | loss: 0.0310988 | val_loss: 0.0312035 | Time: 4008.2 ms [2022-02-20 13:17:10 main:574] : INFO : Epoch 1597 | loss: 0.0310974 | val_loss: 0.0311989 | Time: 4023.73 ms [2022-02-20 13:17:14 main:574] : INFO : Epoch 1598 | loss: 0.0310991 | val_loss: 0.0312003 | Time: 3991.37 ms [2022-02-20 13:17:18 main:574] : INFO : Epoch 1599 | loss: 0.0310996 | val_loss: 0.0312073 | Time: 3917.76 ms [2022-02-20 13:17:22 main:574] : INFO : Epoch 1600 | loss: 0.0310947 | val_loss: 0.0312063 | Time: 3934.77 ms [2022-02-20 13:17:25 main:574] : INFO : Epoch 1601 | loss: 0.031098 | val_loss: 0.0311992 | Time: 3899.7 ms [2022-02-20 13:17:29 main:574] : INFO : Epoch 1602 | loss: 0.0310974 | val_loss: 0.031211 | Time: 4086.27 ms [2022-02-20 13:17:33 main:574] : INFO : Epoch 1603 | loss: 0.0310976 | val_loss: 0.0312102 | Time: 3982.02 ms [2022-02-20 13:17:38 main:574] : INFO : Epoch 1604 | loss: 0.0310915 | val_loss: 0.0312036 | Time: 4036.21 ms [2022-02-20 13:17:42 main:574] : INFO : Epoch 1605 | loss: 0.0310893 | val_loss: 0.0312033 | Time: 4015.59 ms [2022-02-20 13:17:46 main:574] : INFO : Epoch 1606 | loss: 0.0310907 | val_loss: 0.0312111 | Time: 3995.65 ms [2022-02-20 13:17:50 main:574] : INFO : Epoch 1607 | loss: 0.0310987 | val_loss: 0.0311931 | Time: 4026.68 ms [2022-02-20 13:17:54 main:574] : INFO : Epoch 1608 | loss: 0.0310885 | val_loss: 0.0312099 | Time: 3986.37 ms [2022-02-20 13:17:58 main:574] : INFO : Epoch 1609 | loss: 0.0310909 | val_loss: 0.0311998 | Time: 4044.69 ms [2022-02-20 13:18:02 main:574] : INFO : Epoch 1610 | loss: 0.0310901 | val_loss: 0.031201 | Time: 4011.96 ms [2022-02-20 13:18:06 main:574] : INFO : Epoch 1611 | loss: 0.0310913 | val_loss: 0.0312033 | Time: 3966.95 ms [2022-02-20 13:18:09 main:574] : INFO : Epoch 1612 | loss: 0.031089 | val_loss: 0.0312118 | Time: 3901.74 ms [2022-02-20 13:18:13 main:574] : INFO : Epoch 1613 | loss: 0.031111 | val_loss: 0.0311911 | Time: 3956.64 ms [2022-02-20 13:18:17 main:574] : INFO : Epoch 1614 | loss: 0.031134 | val_loss: 0.0311812 | Time: 3998.52 ms [2022-02-20 13:18:22 main:574] : INFO : Epoch 1615 | loss: 0.0311173 | val_loss: 0.031201 | Time: 4237.08 ms [2022-02-20 13:18:26 main:574] : INFO : Epoch 1616 | loss: 0.0311066 | val_loss: 0.0311916 | Time: 3870 ms [2022-02-20 13:18:29 main:574] : INFO : Epoch 1617 | loss: 0.0311003 | val_loss: 0.0312115 | Time: 3820.5 ms [2022-02-20 13:18:32 main:574] : INFO : Epoch 1618 | loss: 0.031099 | val_loss: 0.0312073 | Time: 2960.64 ms [2022-02-20 13:18:35 main:574] : INFO : Epoch 1619 | loss: 0.0310935 | val_loss: 0.0312063 | Time: 2832.99 ms [2022-02-20 13:18:38 main:574] : INFO : Epoch 1620 | loss: 0.0310868 | val_loss: 0.0312105 | Time: 2696.78 ms [2022-02-20 13:18:41 main:574] : INFO : Epoch 1621 | loss: 0.0310905 | val_loss: 0.0312061 | Time: 2750 ms [2022-02-20 13:18:43 main:574] : INFO : Epoch 1622 | loss: 0.0310915 | val_loss: 0.0312016 | Time: 2751.01 ms [2022-02-20 13:18:46 main:574] : INFO : Epoch 1623 | loss: 0.0310882 | val_loss: 0.0312159 | Time: 2651.48 ms [2022-02-20 13:18:49 main:574] : INFO : Epoch 1624 | loss: 0.0310844 | val_loss: 0.0311956 | Time: 2745.31 ms [2022-02-20 13:18:52 main:574] : INFO : Epoch 1625 | loss: 0.0310821 | val_loss: 0.0312088 | Time: 2742.46 ms [2022-02-20 13:18:54 main:574] : INFO : Epoch 1626 | loss: 0.0310834 | val_loss: 0.0312157 | Time: 2657.86 ms [2022-02-20 13:18:57 main:574] : INFO : Epoch 1627 | loss: 0.0310847 | val_loss: 0.0312158 | Time: 2665.4 ms [2022-02-20 13:19:00 main:574] : INFO : Epoch 1628 | loss: 0.0310901 | val_loss: 0.031202 | Time: 2650.78 ms [2022-02-20 13:19:02 main:574] : INFO : Epoch 1629 | loss: 0.0310846 | val_loss: 0.0312059 | Time: 2821.34 ms [2022-02-20 13:19:05 main:574] : INFO : Epoch 1630 | loss: 0.0310899 | val_loss: 0.0312137 | Time: 2741.71 ms [2022-02-20 13:19:08 main:574] : INFO : Epoch 1631 | loss: 0.031088 | val_loss: 0.0312108 | Time: 2679.63 ms [2022-02-20 13:19:10 main:574] : INFO : Epoch 1632 | loss: 0.0310874 | val_loss: 0.0312137 | Time: 2656.33 ms [2022-02-20 13:19:13 main:574] : INFO : Epoch 1633 | loss: 0.0310826 | val_loss: 0.0312021 | Time: 2736.87 ms [2022-02-20 13:19:16 main:574] : INFO : Epoch 1634 | loss: 0.0310838 | val_loss: 0.0312109 | Time: 2665.13 ms [2022-02-20 13:19:19 main:574] : INFO : Epoch 1635 | loss: 0.0310827 | val_loss: 0.0312206 | Time: 2648.56 ms [2022-02-20 13:19:21 main:574] : INFO : Epoch 1636 | loss: 0.0310799 | val_loss: 0.0312125 | Time: 2651.67 ms [2022-02-20 13:19:24 main:574] : INFO : Epoch 1637 | loss: 0.0310803 | val_loss: 0.0312215 | Time: 2705.91 ms [2022-02-20 13:19:27 main:574] : INFO : Epoch 1638 | loss: 0.0310826 | val_loss: 0.0312002 | Time: 2643.38 ms [2022-02-20 13:19:29 main:574] : INFO : Epoch 1639 | loss: 0.0310875 | val_loss: 0.0312177 | Time: 2728.31 ms [2022-02-20 13:19:32 main:574] : INFO : Epoch 1640 | loss: 0.0310818 | val_loss: 0.0312124 | Time: 2704.86 ms [2022-02-20 13:19:35 main:574] : INFO : Epoch 1641 | loss: 0.0310808 | val_loss: 0.0312142 | Time: 2708.29 ms [2022-02-20 13:19:37 main:574] : INFO : Epoch 1642 | loss: 0.0310832 | val_loss: 0.0312121 | Time: 2693.28 ms [2022-02-20 13:19:40 main:574] : INFO : Epoch 1643 | loss: 0.0310825 | val_loss: 0.0312278 | Time: 2690.57 ms [2022-02-20 13:19:43 main:574] : INFO : Epoch 1644 | loss: 0.0310817 | val_loss: 0.0312088 | Time: 2730.3 ms [2022-02-20 13:19:45 main:574] : INFO : Epoch 1645 | loss: 0.0310831 | val_loss: 0.0312176 | Time: 2640.94 ms [2022-02-20 13:19:48 main:574] : INFO : Epoch 1646 | loss: 0.0310804 | val_loss: 0.031213 | Time: 2833.38 ms [2022-02-20 13:19:51 main:574] : INFO : Epoch 1647 | loss: 0.0310823 | val_loss: 0.0312213 | Time: 2654.57 ms [2022-02-20 13:19:54 main:574] : INFO : Epoch 1648 | loss: 0.0310841 | val_loss: 0.0312161 | Time: 2646.95 ms [2022-02-20 13:19:56 main:574] : INFO : Epoch 1649 | loss: 0.0310819 | val_loss: 0.0312041 | Time: 2653.18 ms [2022-02-20 13:19:59 main:574] : INFO : Epoch 1650 | loss: 0.0310836 | val_loss: 0.0311993 | Time: 2649.66 ms [2022-02-20 13:20:02 main:574] : INFO : Epoch 1651 | loss: 0.0310812 | val_loss: 0.0312243 | Time: 2637.5 ms [2022-02-20 13:20:04 main:574] : INFO : Epoch 1652 | loss: 0.0310773 | val_loss: 0.0312066 | Time: 2710.55 ms [2022-02-20 13:20:07 main:574] : INFO : Epoch 1653 | loss: 0.0310768 | val_loss: 0.0312127 | Time: 2656.16 ms [2022-02-20 13:20:10 main:574] : INFO : Epoch 1654 | loss: 0.0310779 | val_loss: 0.031222 | Time: 2805.98 ms [2022-02-20 13:20:12 main:574] : INFO : Epoch 1655 | loss: 0.0310782 | val_loss: 0.0312157 | Time: 2660.88 ms [2022-02-20 13:20:15 main:574] : INFO : Epoch 1656 | loss: 0.0310746 | val_loss: 0.0312204 | Time: 2649.09 ms [2022-02-20 13:20:18 main:574] : INFO : Epoch 1657 | loss: 0.0310811 | val_loss: 0.0312019 | Time: 2651.82 ms [2022-02-20 13:20:20 main:574] : INFO : Epoch 1658 | loss: 0.031079 | val_loss: 0.0312138 | Time: 2648.8 ms [2022-02-20 13:20:23 main:574] : INFO : Epoch 1659 | loss: 0.0310798 | val_loss: 0.0312198 | Time: 2737.99 ms [2022-02-20 13:20:26 main:574] : INFO : Epoch 1660 | loss: 0.0310861 | val_loss: 0.0312159 | Time: 2654.61 ms [2022-02-20 13:20:29 main:574] : INFO : Epoch 1661 | loss: 0.0310793 | val_loss: 0.0312152 | Time: 2997.92 ms [2022-02-20 13:20:31 main:574] : INFO : Epoch 1662 | loss: 0.0310793 | val_loss: 0.0312101 | Time: 2735.02 ms [2022-02-20 13:20:34 main:574] : INFO : Epoch 1663 | loss: 0.0310878 | val_loss: 0.0312102 | Time: 2650.76 ms [2022-02-20 13:20:37 main:574] : INFO : Epoch 1664 | loss: 0.0310885 | val_loss: 0.0312096 | Time: 2666.2 ms [2022-02-20 13:20:39 main:574] : INFO : Epoch 1665 | loss: 0.031083 | val_loss: 0.0312072 | Time: 2648.5 ms [2022-02-20 13:20:42 main:574] : INFO : Epoch 1666 | loss: 0.0310801 | val_loss: 0.031213 | Time: 2650.36 ms [2022-02-20 13:20:45 main:574] : INFO : Epoch 1667 | loss: 0.0310802 | val_loss: 0.0312162 | Time: 2760.08 ms [2022-02-20 13:20:48 main:574] : INFO : Epoch 1668 | loss: 0.0310806 | val_loss: 0.0312163 | Time: 2714.62 ms [2022-02-20 13:20:50 main:574] : INFO : Epoch 1669 | loss: 0.0310802 | val_loss: 0.0312107 | Time: 2650.79 ms [2022-02-20 13:20:53 main:574] : INFO : Epoch 1670 | loss: 0.0310784 | val_loss: 0.0312245 | Time: 2649.09 ms [2022-02-20 13:20:56 main:574] : INFO : Epoch 1671 | loss: 0.0310855 | val_loss: 0.0312208 | Time: 2740.56 ms [2022-02-20 13:20:58 main:574] : INFO : Epoch 1672 | loss: 0.0310896 | val_loss: 0.0312112 | Time: 2727.92 ms [2022-02-20 13:21:01 main:574] : INFO : Epoch 1673 | loss: 0.0310865 | val_loss: 0.0312045 | Time: 2736.69 ms [2022-02-20 13:21:04 main:574] : INFO : Epoch 1674 | loss: 0.0310853 | val_loss: 0.0312054 | Time: 2713.09 ms [2022-02-20 13:21:06 main:574] : INFO : Epoch 1675 | loss: 0.0310819 | val_loss: 0.0312208 | Time: 2684.85 ms [2022-02-20 13:21:09 main:574] : INFO : Epoch 1676 | loss: 0.0310764 | val_loss: 0.0312115 | Time: 2667.4 ms [2022-02-20 13:21:12 main:574] : INFO : Epoch 1677 | loss: 0.0310778 | val_loss: 0.0312139 | Time: 2678.02 ms [2022-02-20 13:21:15 main:574] : INFO : Epoch 1678 | loss: 0.0310784 | val_loss: 0.0312036 | Time: 2664.62 ms [2022-02-20 13:21:17 main:574] : INFO : Epoch 1679 | loss: 0.0310779 | val_loss: 0.0312137 | Time: 2815.4 ms [2022-02-20 13:21:20 main:574] : INFO : Epoch 1680 | loss: 0.0310893 | val_loss: 0.0312063 | Time: 2652.09 ms [2022-02-20 13:21:23 main:574] : INFO : Epoch 1681 | loss: 0.0310913 | val_loss: 0.0312027 | Time: 2650.08 ms [2022-02-20 13:21:25 main:574] : INFO : Epoch 1682 | loss: 0.0310904 | val_loss: 0.0312244 | Time: 2733.11 ms [2022-02-20 13:21:28 main:574] : INFO : Epoch 1683 | loss: 0.0310856 | val_loss: 0.0312186 | Time: 2647.31 ms [2022-02-20 13:21:31 main:574] : INFO : Epoch 1684 | loss: 0.0310823 | val_loss: 0.0312121 | Time: 2655.17 ms [2022-02-20 13:21:34 main:574] : INFO : Epoch 1685 | loss: 0.0310803 | val_loss: 0.0312142 | Time: 2823.57 ms [2022-02-20 13:21:36 main:574] : INFO : Epoch 1686 | loss: 0.0310818 | val_loss: 0.0312148 | Time: 2644.59 ms [2022-02-20 13:21:39 main:574] : INFO : Epoch 1687 | loss: 0.0310778 | val_loss: 0.0312169 | Time: 2735.54 ms [2022-02-20 13:21:42 main:574] : INFO : Epoch 1688 | loss: 0.0310752 | val_loss: 0.0312175 | Time: 2881.44 ms [2022-02-20 13:21:44 main:574] : INFO : Epoch 1689 | loss: 0.0310762 | val_loss: 0.0312131 | Time: 2724.45 ms [2022-02-20 13:21:47 main:574] : INFO : Epoch 1690 | loss: 0.0310782 | val_loss: 0.0312071 | Time: 2746.01 ms [2022-02-20 13:21:50 main:574] : INFO : Epoch 1691 | loss: 0.0310757 | val_loss: 0.0312141 | Time: 2642.65 ms [2022-02-20 13:21:53 main:574] : INFO : Epoch 1692 | loss: 0.0310798 | val_loss: 0.0312096 | Time: 2683.43 ms [2022-02-20 13:21:55 main:574] : INFO : Epoch 1693 | loss: 0.0310801 | val_loss: 0.0312221 | Time: 2727.89 ms [2022-02-20 13:21:58 main:574] : INFO : Epoch 1694 | loss: 0.0310845 | val_loss: 0.0311945 | Time: 2652.7 ms [2022-02-20 13:22:01 main:574] : INFO : Epoch 1695 | loss: 0.0310796 | val_loss: 0.0312108 | Time: 2807.98 ms [2022-02-20 13:22:04 main:574] : INFO : Epoch 1696 | loss: 0.0310882 | val_loss: 0.0312076 | Time: 2758.61 ms [2022-02-20 13:22:06 main:574] : INFO : Epoch 1697 | loss: 0.0311021 | val_loss: 0.0312194 | Time: 2748.63 ms [2022-02-20 13:22:09 main:574] : INFO : Epoch 1698 | loss: 0.0310977 | val_loss: 0.0311928 | Time: 2673.1 ms [2022-02-20 13:22:12 main:574] : INFO : Epoch 1699 | loss: 0.0310882 | val_loss: 0.0312139 | Time: 2653.52 ms [2022-02-20 13:22:14 main:574] : INFO : Epoch 1700 | loss: 0.0310825 | val_loss: 0.0312155 | Time: 2646.33 ms [2022-02-20 13:22:17 main:574] : INFO : Epoch 1701 | loss: 0.0310802 | val_loss: 0.0312098 | Time: 2639.56 ms [2022-02-20 13:22:20 main:574] : INFO : Epoch 1702 | loss: 0.0310827 | val_loss: 0.0312221 | Time: 2680.34 ms [2022-02-20 13:22:22 main:574] : INFO : Epoch 1703 | loss: 0.0310806 | val_loss: 0.0312197 | Time: 2676.2 ms [2022-02-20 13:22:25 main:574] : INFO : Epoch 1704 | loss: 0.0310846 | val_loss: 0.0312141 | Time: 2742.46 ms [2022-02-20 13:22:28 main:574] : INFO : Epoch 1705 | loss: 0.0310768 | val_loss: 0.0312148 | Time: 2649.62 ms [2022-02-20 13:22:30 main:574] : INFO : Epoch 1706 | loss: 0.0310761 | val_loss: 0.031219 | Time: 2642.53 ms [2022-02-20 13:22:33 main:574] : INFO : Epoch 1707 | loss: 0.03108 | val_loss: 0.0312129 | Time: 2664.2 ms [2022-02-20 13:22:36 main:574] : INFO : Epoch 1708 | loss: 0.0310751 | val_loss: 0.031226 | Time: 2824.29 ms [2022-02-20 13:22:38 main:574] : INFO : Epoch 1709 | loss: 0.0310798 | val_loss: 0.0312216 | Time: 2670.81 ms [2022-02-20 13:22:41 main:574] : INFO : Epoch 1710 | loss: 0.0310744 | val_loss: 0.0312074 | Time: 2768.66 ms [2022-02-20 13:22:44 main:574] : INFO : Epoch 1711 | loss: 0.0310714 | val_loss: 0.0312163 | Time: 2759.99 ms [2022-02-20 13:22:47 main:574] : INFO : Epoch 1712 | loss: 0.0310729 | val_loss: 0.0312103 | Time: 2851.21 ms [2022-02-20 13:22:50 main:574] : INFO : Epoch 1713 | loss: 0.0310785 | val_loss: 0.0312148 | Time: 2649.14 ms [2022-02-20 13:22:52 main:574] : INFO : Epoch 1714 | loss: 0.0310756 | val_loss: 0.0312195 | Time: 2648.44 ms [2022-02-20 13:22:55 main:574] : INFO : Epoch 1715 | loss: 0.0310783 | val_loss: 0.0312174 | Time: 2750.24 ms [2022-02-20 13:22:58 main:574] : INFO : Epoch 1716 | loss: 0.0310832 | val_loss: 0.0311993 | Time: 2892.11 ms [2022-02-20 13:23:01 main:574] : INFO : Epoch 1717 | loss: 0.0310787 | val_loss: 0.0312102 | Time: 2680.73 ms [2022-02-20 13:23:03 main:574] : INFO : Epoch 1718 | loss: 0.0310818 | val_loss: 0.0312035 | Time: 2650.32 ms [2022-02-20 13:23:06 main:574] : INFO : Epoch 1719 | loss: 0.0310792 | val_loss: 0.0312136 | Time: 2713.66 ms [2022-02-20 13:23:09 main:574] : INFO : Epoch 1720 | loss: 0.031076 | val_loss: 0.0312172 | Time: 2707.32 ms [2022-02-20 13:23:11 main:574] : INFO : Epoch 1721 | loss: 0.0310788 | val_loss: 0.0312118 | Time: 2669.12 ms [2022-02-20 13:23:14 main:574] : INFO : Epoch 1722 | loss: 0.0310725 | val_loss: 0.0312125 | Time: 2650.91 ms [2022-02-20 13:23:17 main:574] : INFO : Epoch 1723 | loss: 0.0310776 | val_loss: 0.0312213 | Time: 2654.15 ms [2022-02-20 13:23:19 main:574] : INFO : Epoch 1724 | loss: 0.0310753 | val_loss: 0.0312079 | Time: 2780.02 ms [2022-02-20 13:23:22 main:574] : INFO : Epoch 1725 | loss: 0.0310734 | val_loss: 0.0312196 | Time: 2744.24 ms [2022-02-20 13:23:25 main:574] : INFO : Epoch 1726 | loss: 0.0310746 | val_loss: 0.0312215 | Time: 2738.12 ms [2022-02-20 13:23:28 main:574] : INFO : Epoch 1727 | loss: 0.0310707 | val_loss: 0.0312117 | Time: 2835.16 ms [2022-02-20 13:23:31 main:574] : INFO : Epoch 1728 | loss: 0.0310732 | val_loss: 0.0312136 | Time: 2818.78 ms [2022-02-20 13:23:33 main:574] : INFO : Epoch 1729 | loss: 0.0310765 | val_loss: 0.0312107 | Time: 2664.24 ms [2022-02-20 13:23:36 main:574] : INFO : Epoch 1730 | loss: 0.0310789 | val_loss: 0.0312213 | Time: 2858.77 ms [2022-02-20 13:23:39 main:574] : INFO : Epoch 1731 | loss: 0.0310774 | val_loss: 0.0312183 | Time: 2701.07 ms [2022-02-20 13:23:42 main:574] : INFO : Epoch 1732 | loss: 0.0310772 | val_loss: 0.0312182 | Time: 2843.18 ms [2022-02-20 13:23:44 main:574] : INFO : Epoch 1733 | loss: 0.0310773 | val_loss: 0.0312089 | Time: 2738.92 ms [2022-02-20 13:23:47 main:574] : INFO : Epoch 1734 | loss: 0.0310738 | val_loss: 0.0312221 | Time: 2658.03 ms [2022-02-20 13:23:50 main:574] : INFO : Epoch 1735 | loss: 0.0310709 | val_loss: 0.0312195 | Time: 2649.57 ms [2022-02-20 13:23:52 main:574] : INFO : Epoch 1736 | loss: 0.031075 | val_loss: 0.0312225 | Time: 2680.13 ms [2022-02-20 13:23:55 main:574] : INFO : Epoch 1737 | loss: 0.031076 | val_loss: 0.0312142 | Time: 2650.64 ms [2022-02-20 13:23:58 main:574] : INFO : Epoch 1738 | loss: 0.0310757 | val_loss: 0.0312097 | Time: 2649.64 ms [2022-02-20 13:24:00 main:574] : INFO : Epoch 1739 | loss: 0.031081 | val_loss: 0.0312164 | Time: 2649.31 ms [2022-02-20 13:24:03 main:574] : INFO : Epoch 1740 | loss: 0.0310862 | val_loss: 0.0312208 | Time: 2841.04 ms [2022-02-20 13:24:06 main:574] : INFO : Epoch 1741 | loss: 0.0310851 | val_loss: 0.0312154 | Time: 2991.63 ms [2022-02-20 13:24:09 main:574] : INFO : Epoch 1742 | loss: 0.0310788 | val_loss: 0.0312056 | Time: 2655.63 ms [2022-02-20 13:24:11 main:574] : INFO : Epoch 1743 | loss: 0.0310756 | val_loss: 0.0312155 | Time: 2658.29 ms [2022-02-20 13:24:14 main:574] : INFO : Epoch 1744 | loss: 0.0310745 | val_loss: 0.0312313 | Time: 2743.37 ms [2022-02-20 13:24:17 main:574] : INFO : Epoch 1745 | loss: 0.0310712 | val_loss: 0.0312211 | Time: 2742.61 ms [2022-02-20 13:24:20 main:574] : INFO : Epoch 1746 | loss: 0.0310664 | val_loss: 0.0312207 | Time: 2758.19 ms [2022-02-20 13:24:22 main:574] : INFO : Epoch 1747 | loss: 0.0310677 | val_loss: 0.0312175 | Time: 2684.71 ms [2022-02-20 13:24:25 main:574] : INFO : Epoch 1748 | loss: 0.0310732 | val_loss: 0.0312158 | Time: 2654.25 ms [2022-02-20 13:24:28 main:574] : INFO : Epoch 1749 | loss: 0.0310698 | val_loss: 0.0312236 | Time: 2647.06 ms [2022-02-20 13:24:30 main:574] : INFO : Epoch 1750 | loss: 0.0310667 | val_loss: 0.0312235 | Time: 2742.54 ms [2022-02-20 13:24:33 main:574] : INFO : Epoch 1751 | loss: 0.0310695 | val_loss: 0.0312168 | Time: 2734.66 ms [2022-02-20 13:24:36 main:574] : INFO : Epoch 1752 | loss: 0.0310711 | val_loss: 0.0312154 | Time: 2705.05 ms [2022-02-20 13:24:39 main:574] : INFO : Epoch 1753 | loss: 0.0310823 | val_loss: 0.0312086 | Time: 2654.2 ms [2022-02-20 13:24:41 main:574] : INFO : Epoch 1754 | loss: 0.0310928 | val_loss: 0.0312149 | Time: 2656.79 ms [2022-02-20 13:24:44 main:574] : INFO : Epoch 1755 | loss: 0.0310736 | val_loss: 0.0312228 | Time: 2745.83 ms [2022-02-20 13:24:47 main:574] : INFO : Epoch 1756 | loss: 0.0310808 | val_loss: 0.0312178 | Time: 2747.17 ms [2022-02-20 13:24:49 main:574] : INFO : Epoch 1757 | loss: 0.0310882 | val_loss: 0.0312122 | Time: 2736.98 ms [2022-02-20 13:24:52 main:574] : INFO : Epoch 1758 | loss: 0.031078 | val_loss: 0.0312136 | Time: 2660.61 ms [2022-02-20 13:24:55 main:574] : INFO : Epoch 1759 | loss: 0.0310807 | val_loss: 0.0312198 | Time: 2723.2 ms [2022-02-20 13:24:58 main:574] : INFO : Epoch 1760 | loss: 0.0310765 | val_loss: 0.0312115 | Time: 2754.47 ms [2022-02-20 13:25:00 main:574] : INFO : Epoch 1761 | loss: 0.0310808 | val_loss: 0.0312129 | Time: 2657.77 ms [2022-02-20 13:25:03 main:574] : INFO : Epoch 1762 | loss: 0.0310736 | val_loss: 0.0312238 | Time: 2694.13 ms [2022-02-20 13:25:06 main:574] : INFO : Epoch 1763 | loss: 0.0310723 | val_loss: 0.0312118 | Time: 2737.04 ms [2022-02-20 13:25:08 main:574] : INFO : Epoch 1764 | loss: 0.0310669 | val_loss: 0.0312204 | Time: 2776.35 ms [2022-02-20 13:25:11 main:574] : INFO : Epoch 1765 | loss: 0.0310694 | val_loss: 0.0312175 | Time: 2741.4 ms [2022-02-20 13:25:14 main:574] : INFO : Epoch 1766 | loss: 0.0310707 | val_loss: 0.0312103 | Time: 2643.74 ms [2022-02-20 13:25:16 main:574] : INFO : Epoch 1767 | loss: 0.0310745 | val_loss: 0.0312148 | Time: 2656.34 ms [2022-02-20 13:25:19 main:574] : INFO : Epoch 1768 | loss: 0.0310708 | val_loss: 0.0312325 | Time: 2644.34 ms [2022-02-20 13:25:22 main:574] : INFO : Epoch 1769 | loss: 0.0310754 | val_loss: 0.0312168 | Time: 2738.14 ms [2022-02-20 13:25:25 main:574] : INFO : Epoch 1770 | loss: 0.0310702 | val_loss: 0.0312132 | Time: 2709.97 ms [2022-02-20 13:25:28 main:574] : INFO : Epoch 1771 | loss: 0.0310683 | val_loss: 0.0312234 | Time: 2899.4 ms [2022-02-20 13:25:30 main:574] : INFO : Epoch 1772 | loss: 0.0310697 | val_loss: 0.0312205 | Time: 2741.69 ms [2022-02-20 13:25:33 main:574] : INFO : Epoch 1773 | loss: 0.031076 | val_loss: 0.0312077 | Time: 2650.7 ms [2022-02-20 13:25:36 main:574] : INFO : Epoch 1774 | loss: 0.0310778 | val_loss: 0.0312287 | Time: 2648.45 ms [2022-02-20 13:25:38 main:574] : INFO : Epoch 1775 | loss: 0.0310758 | val_loss: 0.0312235 | Time: 2723.68 ms [2022-02-20 13:25:41 main:574] : INFO : Epoch 1776 | loss: 0.0310696 | val_loss: 0.0312132 | Time: 2650.38 ms [2022-02-20 13:25:44 main:574] : INFO : Epoch 1777 | loss: 0.0310718 | val_loss: 0.0312136 | Time: 2657.87 ms [2022-02-20 13:25:46 main:574] : INFO : Epoch 1778 | loss: 0.0310683 | val_loss: 0.0312145 | Time: 2654.44 ms [2022-02-20 13:25:49 main:574] : INFO : Epoch 1779 | loss: 0.0310661 | val_loss: 0.031225 | Time: 2654.62 ms [2022-02-20 13:25:52 main:574] : INFO : Epoch 1780 | loss: 0.0310689 | val_loss: 0.0312393 | Time: 2805.78 ms [2022-02-20 13:25:54 main:574] : INFO : Epoch 1781 | loss: 0.031075 | val_loss: 0.0312251 | Time: 2737.88 ms [2022-02-20 13:25:57 main:574] : INFO : Epoch 1782 | loss: 0.0310694 | val_loss: 0.0312243 | Time: 2650.89 ms [2022-02-20 13:26:00 main:574] : INFO : Epoch 1783 | loss: 0.0310728 | val_loss: 0.0312263 | Time: 2663.78 ms [2022-02-20 13:26:03 main:574] : INFO : Epoch 1784 | loss: 0.0310796 | val_loss: 0.0312231 | Time: 2744.35 ms [2022-02-20 13:26:05 main:574] : INFO : Epoch 1785 | loss: 0.0310963 | val_loss: 0.0312483 | Time: 2681.03 ms [2022-02-20 13:26:08 main:574] : INFO : Epoch 1786 | loss: 0.0310995 | val_loss: 0.0312084 | Time: 2731.5 ms [2022-02-20 13:26:11 main:574] : INFO : Epoch 1787 | loss: 0.0310833 | val_loss: 0.0312221 | Time: 2735.78 ms [2022-02-20 13:26:14 main:574] : INFO : Epoch 1788 | loss: 0.031076 | val_loss: 0.0312145 | Time: 2826.07 ms [2022-02-20 13:26:16 main:574] : INFO : Epoch 1789 | loss: 0.0310727 | val_loss: 0.0312153 | Time: 2656.31 ms [2022-02-20 13:26:19 main:574] : INFO : Epoch 1790 | loss: 0.0310706 | val_loss: 0.0312278 | Time: 2652.06 ms [2022-02-20 13:26:22 main:574] : INFO : Epoch 1791 | loss: 0.0310721 | val_loss: 0.031225 | Time: 2704.71 ms [2022-02-20 13:26:24 main:574] : INFO : Epoch 1792 | loss: 0.0310724 | val_loss: 0.0312153 | Time: 2656.88 ms [2022-02-20 13:26:27 main:574] : INFO : Epoch 1793 | loss: 0.0310735 | val_loss: 0.0312169 | Time: 2745.83 ms [2022-02-20 13:26:30 main:574] : INFO : Epoch 1794 | loss: 0.0310781 | val_loss: 0.0312206 | Time: 2728.12 ms [2022-02-20 13:26:32 main:574] : INFO : Epoch 1795 | loss: 0.0310786 | val_loss: 0.031209 | Time: 2657.72 ms [2022-02-20 13:26:35 main:574] : INFO : Epoch 1796 | loss: 0.0310883 | val_loss: 0.0312033 | Time: 2716.62 ms [2022-02-20 13:26:38 main:574] : INFO : Epoch 1797 | loss: 0.0310811 | val_loss: 0.0312129 | Time: 2669.52 ms [2022-02-20 13:26:40 main:574] : INFO : Epoch 1798 | loss: 0.0310795 | val_loss: 0.0312208 | Time: 2655.28 ms [2022-02-20 13:26:43 main:574] : INFO : Epoch 1799 | loss: 0.0310737 | val_loss: 0.0312247 | Time: 2648.61 ms [2022-02-20 13:26:46 main:574] : INFO : Epoch 1800 | loss: 0.0310695 | val_loss: 0.0312206 | Time: 2648.29 ms [2022-02-20 13:26:48 main:574] : INFO : Epoch 1801 | loss: 0.0310642 | val_loss: 0.0312234 | Time: 2633.49 ms [2022-02-20 13:26:51 main:574] : INFO : Epoch 1802 | loss: 0.0310649 | val_loss: 0.0312233 | Time: 2686.15 ms [2022-02-20 13:26:54 main:574] : INFO : Epoch 1803 | loss: 0.0310615 | val_loss: 0.0312227 | Time: 2765.39 ms [2022-02-20 13:26:56 main:574] : INFO : Epoch 1804 | loss: 0.0310639 | val_loss: 0.03122 | Time: 2652.63 ms [2022-02-20 13:26:59 main:574] : INFO : Epoch 1805 | loss: 0.0310635 | val_loss: 0.031228 | Time: 2649.62 ms [2022-02-20 13:27:02 main:574] : INFO : Epoch 1806 | loss: 0.0310697 | val_loss: 0.0312164 | Time: 2724.07 ms [2022-02-20 13:27:05 main:574] : INFO : Epoch 1807 | loss: 0.0310694 | val_loss: 0.031219 | Time: 2735.2 ms [2022-02-20 13:27:07 main:574] : INFO : Epoch 1808 | loss: 0.0310742 | val_loss: 0.031207 | Time: 2673.28 ms [2022-02-20 13:27:10 main:574] : INFO : Epoch 1809 | loss: 0.0310834 | val_loss: 0.0312069 | Time: 2645.44 ms [2022-02-20 13:27:13 main:574] : INFO : Epoch 1810 | loss: 0.0310816 | val_loss: 0.0312181 | Time: 2829.7 ms [2022-02-20 13:27:15 main:574] : INFO : Epoch 1811 | loss: 0.0310825 | val_loss: 0.0312145 | Time: 2650.07 ms [2022-02-20 13:27:18 main:574] : INFO : Epoch 1812 | loss: 0.0310756 | val_loss: 0.031225 | Time: 2730.69 ms [2022-02-20 13:27:21 main:574] : INFO : Epoch 1813 | loss: 0.0310698 | val_loss: 0.0312264 | Time: 2815.82 ms [2022-02-20 13:27:24 main:574] : INFO : Epoch 1814 | loss: 0.0310705 | val_loss: 0.0312088 | Time: 2648.39 ms [2022-02-20 13:27:26 main:574] : INFO : Epoch 1815 | loss: 0.0310728 | val_loss: 0.0312206 | Time: 2648.76 ms [2022-02-20 13:27:29 main:574] : INFO : Epoch 1816 | loss: 0.0310733 | val_loss: 0.0312156 | Time: 2701.72 ms [2022-02-20 13:27:32 main:574] : INFO : Epoch 1817 | loss: 0.0310699 | val_loss: 0.0312206 | Time: 2652.33 ms [2022-02-20 13:27:34 main:574] : INFO : Epoch 1818 | loss: 0.0310742 | val_loss: 0.0312206 | Time: 2773.36 ms [2022-02-20 13:27:37 main:574] : INFO : Epoch 1819 | loss: 0.031082 | val_loss: 0.0312202 | Time: 2640.97 ms [2022-02-20 13:27:40 main:574] : INFO : Epoch 1820 | loss: 0.0310757 | val_loss: 0.031219 | Time: 2745.24 ms [2022-02-20 13:27:43 main:574] : INFO : Epoch 1821 | loss: 0.0310728 | val_loss: 0.0312035 | Time: 2809.3 ms [2022-02-20 13:27:45 main:574] : INFO : Epoch 1822 | loss: 0.0310718 | val_loss: 0.0312157 | Time: 2653.88 ms [2022-02-20 13:27:48 main:574] : INFO : Epoch 1823 | loss: 0.0310664 | val_loss: 0.0312201 | Time: 2640.93 ms [2022-02-20 13:27:51 main:574] : INFO : Epoch 1824 | loss: 0.031066 | val_loss: 0.0312195 | Time: 2753.38 ms [2022-02-20 13:27:53 main:574] : INFO : Epoch 1825 | loss: 0.0310662 | val_loss: 0.0312226 | Time: 2642.96 ms [2022-02-20 13:27:56 main:574] : INFO : Epoch 1826 | loss: 0.0310669 | val_loss: 0.0312186 | Time: 2658.44 ms [2022-02-20 13:27:59 main:574] : INFO : Epoch 1827 | loss: 0.0310664 | val_loss: 0.0312227 | Time: 2734.32 ms [2022-02-20 13:28:01 main:574] : INFO : Epoch 1828 | loss: 0.0310658 | val_loss: 0.0312124 | Time: 2703.65 ms [2022-02-20 13:28:04 main:574] : INFO : Epoch 1829 | loss: 0.0310832 | val_loss: 0.0312307 | Time: 2727.12 ms [2022-02-20 13:28:07 main:574] : INFO : Epoch 1830 | loss: 0.031088 | val_loss: 0.0312138 | Time: 2660.34 ms [2022-02-20 13:28:09 main:574] : INFO : Epoch 1831 | loss: 0.0310833 | val_loss: 0.0312231 | Time: 2643.12 ms [2022-02-20 13:28:12 main:574] : INFO : Epoch 1832 | loss: 0.0310751 | val_loss: 0.0312145 | Time: 2679.36 ms [2022-02-20 13:28:15 main:574] : INFO : Epoch 1833 | loss: 0.0310683 | val_loss: 0.0312214 | Time: 2680.7 ms [2022-02-20 13:28:18 main:574] : INFO : Epoch 1834 | loss: 0.0310592 | val_loss: 0.0312149 | Time: 2740.58 ms [2022-02-20 13:28:20 main:574] : INFO : Epoch 1835 | loss: 0.0310617 | val_loss: 0.0312172 | Time: 2697.99 ms [2022-02-20 13:28:23 main:574] : INFO : Epoch 1836 | loss: 0.0310635 | val_loss: 0.0312267 | Time: 2822.67 ms [2022-02-20 13:28:26 main:574] : INFO : Epoch 1837 | loss: 0.0310637 | val_loss: 0.0312144 | Time: 2651.81 ms [2022-02-20 13:28:28 main:574] : INFO : Epoch 1838 | loss: 0.0310618 | val_loss: 0.0312303 | Time: 2642.99 ms [2022-02-20 13:28:31 main:574] : INFO : Epoch 1839 | loss: 0.0310632 | val_loss: 0.0312135 | Time: 2639.78 ms [2022-02-20 13:28:34 main:574] : INFO : Epoch 1840 | loss: 0.0310681 | val_loss: 0.0312303 | Time: 2643.32 ms [2022-02-20 13:28:36 main:574] : INFO : Epoch 1841 | loss: 0.0310683 | val_loss: 0.0312302 | Time: 2664.33 ms [2022-02-20 13:28:39 main:574] : INFO : Epoch 1842 | loss: 0.0310726 | val_loss: 0.0312176 | Time: 2653.01 ms [2022-02-20 13:28:42 main:574] : INFO : Epoch 1843 | loss: 0.0310679 | val_loss: 0.0312283 | Time: 2701.23 ms [2022-02-20 13:28:44 main:574] : INFO : Epoch 1844 | loss: 0.0310685 | val_loss: 0.031211 | Time: 2651.21 ms [2022-02-20 13:28:47 main:574] : INFO : Epoch 1845 | loss: 0.0310688 | val_loss: 0.0312203 | Time: 2642.95 ms [2022-02-20 13:28:50 main:574] : INFO : Epoch 1846 | loss: 0.0310805 | val_loss: 0.0312211 | Time: 2780.76 ms [2022-02-20 13:28:52 main:574] : INFO : Epoch 1847 | loss: 0.0310776 | val_loss: 0.0312251 | Time: 2641.85 ms [2022-02-20 13:28:55 main:574] : INFO : Epoch 1848 | loss: 0.0310683 | val_loss: 0.0312228 | Time: 2645.77 ms [2022-02-20 13:28:58 main:574] : INFO : Epoch 1849 | loss: 0.0310968 | val_loss: 0.0312111 | Time: 2860.05 ms [2022-02-20 13:29:01 main:574] : INFO : Epoch 1850 | loss: 0.0310845 | val_loss: 0.0312092 | Time: 2673.66 ms [2022-02-20 13:29:03 main:574] : INFO : Epoch 1851 | loss: 0.0310746 | val_loss: 0.0312219 | Time: 2735.44 ms [2022-02-20 13:29:06 main:574] : INFO : Epoch 1852 | loss: 0.0310708 | val_loss: 0.0312299 | Time: 2753.65 ms [2022-02-20 13:29:09 main:574] : INFO : Epoch 1853 | loss: 0.0310665 | val_loss: 0.0312243 | Time: 2756.84 ms [2022-02-20 13:29:12 main:574] : INFO : Epoch 1854 | loss: 0.0310628 | val_loss: 0.0312242 | Time: 2794.96 ms [2022-02-20 13:29:14 main:574] : INFO : Epoch 1855 | loss: 0.0310645 | val_loss: 0.0312373 | Time: 2674.47 ms [2022-02-20 13:29:17 main:574] : INFO : Epoch 1856 | loss: 0.0310611 | val_loss: 0.031221 | Time: 2777.83 ms [2022-02-20 13:29:20 main:574] : INFO : Epoch 1857 | loss: 0.0310607 | val_loss: 0.0312223 | Time: 2705.08 ms [2022-02-20 13:29:23 main:574] : INFO : Epoch 1858 | loss: 0.0310709 | val_loss: 0.031225 | Time: 2820 ms [2022-02-20 13:29:25 main:574] : INFO : Epoch 1859 | loss: 0.0310712 | val_loss: 0.0312093 | Time: 2728.58 ms [2022-02-20 13:29:28 main:574] : INFO : Epoch 1860 | loss: 0.0310713 | val_loss: 0.0312368 | Time: 2718 ms [2022-02-20 13:29:31 main:574] : INFO : Epoch 1861 | loss: 0.0310763 | val_loss: 0.0312118 | Time: 2696.15 ms [2022-02-20 13:29:33 main:574] : INFO : Epoch 1862 | loss: 0.0310765 | val_loss: 0.031226 | Time: 2696.68 ms [2022-02-20 13:29:36 main:574] : INFO : Epoch 1863 | loss: 0.0310687 | val_loss: 0.0312257 | Time: 2644.3 ms [2022-02-20 13:29:39 main:574] : INFO : Epoch 1864 | loss: 0.0310667 | val_loss: 0.0312185 | Time: 2803.64 ms [2022-02-20 13:29:42 main:574] : INFO : Epoch 1865 | loss: 0.0310695 | val_loss: 0.0312186 | Time: 2654.41 ms [2022-02-20 13:29:44 main:574] : INFO : Epoch 1866 | loss: 0.0310676 | val_loss: 0.0312226 | Time: 2711.71 ms [2022-02-20 13:29:47 main:574] : INFO : Epoch 1867 | loss: 0.0310663 | val_loss: 0.031226 | Time: 2743.15 ms [2022-02-20 13:29:50 main:574] : INFO : Epoch 1868 | loss: 0.0310631 | val_loss: 0.0312347 | Time: 2732.45 ms [2022-02-20 13:29:53 main:574] : INFO : Epoch 1869 | loss: 0.0310607 | val_loss: 0.0312219 | Time: 2740.87 ms [2022-02-20 13:29:55 main:574] : INFO : Epoch 1870 | loss: 0.0310676 | val_loss: 0.0312283 | Time: 2830.93 ms [2022-02-20 13:29:58 main:574] : INFO : Epoch 1871 | loss: 0.031078 | val_loss: 0.0312265 | Time: 2644.33 ms [2022-02-20 13:30:01 main:574] : INFO : Epoch 1872 | loss: 0.0310735 | val_loss: 0.0312193 | Time: 2649.2 ms [2022-02-20 13:30:03 main:574] : INFO : Epoch 1873 | loss: 0.0310667 | val_loss: 0.0312168 | Time: 2711.74 ms [2022-02-20 13:30:06 main:574] : INFO : Epoch 1874 | loss: 0.0310676 | val_loss: 0.0312301 | Time: 2678.42 ms [2022-02-20 13:30:09 main:574] : INFO : Epoch 1875 | loss: 0.031066 | val_loss: 0.031214 | Time: 2650.79 ms [2022-02-20 13:30:11 main:574] : INFO : Epoch 1876 | loss: 0.0310763 | val_loss: 0.0312238 | Time: 2740.7 ms [2022-02-20 13:30:14 main:574] : INFO : Epoch 1877 | loss: 0.0310686 | val_loss: 0.0312279 | Time: 2972.52 ms [2022-02-20 13:30:17 main:574] : INFO : Epoch 1878 | loss: 0.031067 | val_loss: 0.0312245 | Time: 2639.03 ms [2022-02-20 13:30:20 main:574] : INFO : Epoch 1879 | loss: 0.0310672 | val_loss: 0.0312344 | Time: 2645.46 ms [2022-02-20 13:30:22 main:574] : INFO : Epoch 1880 | loss: 0.0310591 | val_loss: 0.0312249 | Time: 2653.98 ms [2022-02-20 13:30:25 main:574] : INFO : Epoch 1881 | loss: 0.0310622 | val_loss: 0.0312177 | Time: 2729.65 ms [2022-02-20 13:30:28 main:574] : INFO : Epoch 1882 | loss: 0.0310635 | val_loss: 0.0312197 | Time: 2803.72 ms [2022-02-20 13:30:31 main:574] : INFO : Epoch 1883 | loss: 0.0310661 | val_loss: 0.0312249 | Time: 2723.85 ms [2022-02-20 13:30:33 main:574] : INFO : Epoch 1884 | loss: 0.0310778 | val_loss: 0.0312057 | Time: 2864.96 ms [2022-02-20 13:30:36 main:574] : INFO : Epoch 1885 | loss: 0.0310855 | val_loss: 0.0312238 | Time: 2757.42 ms [2022-02-20 13:30:39 main:574] : INFO : Epoch 1886 | loss: 0.0310752 | val_loss: 0.0312179 | Time: 2651.8 ms [2022-02-20 13:30:42 main:574] : INFO : Epoch 1887 | loss: 0.0310647 | val_loss: 0.0312298 | Time: 2781.74 ms [2022-02-20 13:30:44 main:574] : INFO : Epoch 1888 | loss: 0.0310632 | val_loss: 0.0312233 | Time: 2670.86 ms [2022-02-20 13:30:47 main:574] : INFO : Epoch 1889 | loss: 0.0310799 | val_loss: 0.031231 | Time: 2865.8 ms [2022-02-20 13:30:50 main:574] : INFO : Epoch 1890 | loss: 0.0310967 | val_loss: 0.0312202 | Time: 2659.81 ms [2022-02-20 13:30:53 main:574] : INFO : Epoch 1891 | loss: 0.0310869 | val_loss: 0.0312194 | Time: 2667.69 ms [2022-02-20 13:30:55 main:574] : INFO : Epoch 1892 | loss: 0.031079 | val_loss: 0.0312139 | Time: 2689.91 ms [2022-02-20 13:30:58 main:574] : INFO : Epoch 1893 | loss: 0.0310732 | val_loss: 0.0312162 | Time: 2651.93 ms [2022-02-20 13:31:01 main:574] : INFO : Epoch 1894 | loss: 0.03107 | val_loss: 0.0312096 | Time: 2655.34 ms [2022-02-20 13:31:03 main:574] : INFO : Epoch 1895 | loss: 0.0310705 | val_loss: 0.031227 | Time: 2653.14 ms [2022-02-20 13:31:06 main:574] : INFO : Epoch 1896 | loss: 0.031071 | val_loss: 0.0312434 | Time: 2650.92 ms [2022-02-20 13:31:09 main:574] : INFO : Epoch 1897 | loss: 0.0310679 | val_loss: 0.0312319 | Time: 2867.84 ms [2022-02-20 13:31:11 main:574] : INFO : Epoch 1898 | loss: 0.0310644 | val_loss: 0.031228 | Time: 2644.23 ms [2022-02-20 13:31:14 main:574] : INFO : Epoch 1899 | loss: 0.0310656 | val_loss: 0.0312273 | Time: 2737.24 ms [2022-02-20 13:31:17 main:574] : INFO : Epoch 1900 | loss: 0.0310671 | val_loss: 0.0312143 | Time: 2639.48 ms [2022-02-20 13:31:19 main:574] : INFO : Epoch 1901 | loss: 0.031062 | val_loss: 0.031238 | Time: 2658.96 ms [2022-02-20 13:31:22 main:574] : INFO : Epoch 1902 | loss: 0.0310633 | val_loss: 0.0312208 | Time: 2646.64 ms [2022-02-20 13:31:25 main:574] : INFO : Epoch 1903 | loss: 0.0310655 | val_loss: 0.031232 | Time: 2700.83 ms [2022-02-20 13:31:27 main:574] : INFO : Epoch 1904 | loss: 0.0310591 | val_loss: 0.0312428 | Time: 2646.98 ms [2022-02-20 13:31:30 main:574] : INFO : Epoch 1905 | loss: 0.0310631 | val_loss: 0.0312309 | Time: 2654.04 ms [2022-02-20 13:31:33 main:574] : INFO : Epoch 1906 | loss: 0.0310625 | val_loss: 0.0312266 | Time: 2848.99 ms [2022-02-20 13:31:36 main:574] : INFO : Epoch 1907 | loss: 0.0310603 | val_loss: 0.0312309 | Time: 2730.62 ms [2022-02-20 13:31:38 main:574] : INFO : Epoch 1908 | loss: 0.0310627 | val_loss: 0.0312223 | Time: 2674.58 ms [2022-02-20 13:31:41 main:574] : INFO : Epoch 1909 | loss: 0.0310589 | val_loss: 0.0312253 | Time: 2655.08 ms [2022-02-20 13:31:44 main:574] : INFO : Epoch 1910 | loss: 0.031057 | val_loss: 0.0312233 | Time: 2677.04 ms [2022-02-20 13:31:46 main:574] : INFO : Epoch 1911 | loss: 0.0310748 | val_loss: 0.0312241 | Time: 2648.12 ms [2022-02-20 13:31:49 main:574] : INFO : Epoch 1912 | loss: 0.03107 | val_loss: 0.0312282 | Time: 2797.05 ms [2022-02-20 13:31:52 main:574] : INFO : Epoch 1913 | loss: 0.0310653 | val_loss: 0.0312281 | Time: 2684.43 ms [2022-02-20 13:31:55 main:574] : INFO : Epoch 1914 | loss: 0.0310693 | val_loss: 0.031219 | Time: 2671.3 ms [2022-02-20 13:31:57 main:574] : INFO : Epoch 1915 | loss: 0.0310644 | val_loss: 0.0312215 | Time: 2720.35 ms [2022-02-20 13:32:00 main:574] : INFO : Epoch 1916 | loss: 0.0310642 | val_loss: 0.031231 | Time: 2697.03 ms [2022-02-20 13:32:03 main:574] : INFO : Epoch 1917 | loss: 0.0310704 | val_loss: 0.0312319 | Time: 2768.93 ms [2022-02-20 13:32:05 main:574] : INFO : Epoch 1918 | loss: 0.0310579 | val_loss: 0.0312289 | Time: 2711.67 ms [2022-02-20 13:32:08 main:574] : INFO : Epoch 1919 | loss: 0.0310689 | val_loss: 0.0312118 | Time: 2773.05 ms [2022-02-20 13:32:11 main:574] : INFO : Epoch 1920 | loss: 0.0310703 | val_loss: 0.0312332 | Time: 2646.31 ms [2022-02-20 13:32:14 main:574] : INFO : Epoch 1921 | loss: 0.0310655 | val_loss: 0.0312221 | Time: 2705.46 ms [2022-02-20 13:32:16 main:574] : INFO : Epoch 1922 | loss: 0.031064 | val_loss: 0.0312263 | Time: 2644.21 ms [2022-02-20 13:32:19 main:574] : INFO : Epoch 1923 | loss: 0.0310626 | val_loss: 0.0312219 | Time: 2651.78 ms [2022-02-20 13:32:22 main:574] : INFO : Epoch 1924 | loss: 0.0310647 | val_loss: 0.031238 | Time: 2727.08 ms [2022-02-20 13:32:24 main:574] : INFO : Epoch 1925 | loss: 0.0310722 | val_loss: 0.0312195 | Time: 2668.41 ms [2022-02-20 13:32:27 main:574] : INFO : Epoch 1926 | loss: 0.0310665 | val_loss: 0.0312272 | Time: 2637.54 ms [2022-02-20 13:32:30 main:574] : INFO : Epoch 1927 | loss: 0.0310664 | val_loss: 0.0312171 | Time: 2727.68 ms [2022-02-20 13:32:33 main:574] : INFO : Epoch 1928 | loss: 0.0310702 | val_loss: 0.0312364 | Time: 3411.68 ms [2022-02-20 13:32:37 main:574] : INFO : Epoch 1929 | loss: 0.0310755 | val_loss: 0.031227 | Time: 3909.15 ms [2022-02-20 13:32:41 main:574] : INFO : Epoch 1930 | loss: 0.0310685 | val_loss: 0.0312257 | Time: 4040.27 ms [2022-02-20 13:32:45 main:574] : INFO : Epoch 1931 | loss: 0.0310648 | val_loss: 0.0312192 | Time: 4013.3 ms [2022-02-20 13:32:49 main:574] : INFO : Epoch 1932 | loss: 0.0310633 | val_loss: 0.0312268 | Time: 4121.73 ms [2022-02-20 13:32:53 main:574] : INFO : Epoch 1933 | loss: 0.0310582 | val_loss: 0.0312279 | Time: 4147.77 ms [2022-02-20 13:32:57 main:574] : INFO : Epoch 1934 | loss: 0.0310579 | val_loss: 0.0312211 | Time: 4147.85 ms [2022-02-20 13:33:01 main:574] : INFO : Epoch 1935 | loss: 0.0310661 | val_loss: 0.0312323 | Time: 3956.31 ms [2022-02-20 13:33:05 main:574] : INFO : Epoch 1936 | loss: 0.0310715 | val_loss: 0.0312265 | Time: 3832.53 ms [2022-02-20 13:33:09 main:574] : INFO : Epoch 1937 | loss: 0.0310785 | val_loss: 0.0312243 | Time: 3886.31 ms [2022-02-20 13:33:13 main:574] : INFO : Epoch 1938 | loss: 0.0310714 | val_loss: 0.0312179 | Time: 3982.07 ms [2022-02-20 13:33:17 main:574] : INFO : Epoch 1939 | loss: 0.0310715 | val_loss: 0.0312246 | Time: 3794.68 ms [2022-02-20 13:33:21 main:574] : INFO : Epoch 1940 | loss: 0.0310629 | val_loss: 0.0312282 | Time: 3826.36 ms [2022-02-20 13:33:25 main:574] : INFO : Epoch 1941 | loss: 0.0310633 | val_loss: 0.0312311 | Time: 3943.79 ms [2022-02-20 13:33:29 main:574] : INFO : Epoch 1942 | loss: 0.0310633 | val_loss: 0.0312214 | Time: 3861.01 ms [2022-02-20 13:33:33 main:574] : INFO : Epoch 1943 | loss: 0.0310598 | val_loss: 0.0312373 | Time: 3954.71 ms [2022-02-20 13:33:37 main:574] : INFO : Epoch 1944 | loss: 0.0310566 | val_loss: 0.0312221 | Time: 4088.31 ms [2022-02-20 13:33:41 main:574] : INFO : Epoch 1945 | loss: 0.031058 | val_loss: 0.0312342 | Time: 4044.84 ms [2022-02-20 13:33:45 main:574] : INFO : Epoch 1946 | loss: 0.0310581 | val_loss: 0.0312267 | Time: 4014.34 ms [2022-02-20 13:33:49 main:574] : INFO : Epoch 1947 | loss: 0.0310599 | val_loss: 0.0312173 | Time: 3949.3 ms [2022-02-20 13:33:53 main:574] : INFO : Epoch 1948 | loss: 0.031059 | val_loss: 0.031224 | Time: 3932.53 ms [2022-02-20 13:33:56 main:574] : INFO : Epoch 1949 | loss: 0.0310594 | val_loss: 0.0312229 | Time: 3940.86 ms [2022-02-20 13:34:01 main:574] : INFO : Epoch 1950 | loss: 0.0310608 | val_loss: 0.031235 | Time: 3998.03 ms [2022-02-20 13:34:05 main:574] : INFO : Epoch 1951 | loss: 0.0310581 | val_loss: 0.0312207 | Time: 4222.86 ms [2022-02-20 13:34:09 main:574] : INFO : Epoch 1952 | loss: 0.0310672 | val_loss: 0.0312298 | Time: 3892.89 ms [2022-02-20 13:34:13 main:574] : INFO : Epoch 1953 | loss: 0.0310682 | val_loss: 0.0312207 | Time: 4002.29 ms [2022-02-20 13:34:17 main:574] : INFO : Epoch 1954 | loss: 0.0310656 | val_loss: 0.0312202 | Time: 4041.16 ms [2022-02-20 13:34:21 main:574] : INFO : Epoch 1955 | loss: 0.0310614 | val_loss: 0.0312276 | Time: 3891.14 ms [2022-02-20 13:34:24 main:574] : INFO : Epoch 1956 | loss: 0.0310555 | val_loss: 0.0312324 | Time: 3905.7 ms [2022-02-20 13:34:28 main:574] : INFO : Epoch 1957 | loss: 0.0310804 | val_loss: 0.0312255 | Time: 3813.37 ms [2022-02-20 13:34:32 main:574] : INFO : Epoch 1958 | loss: 0.0310836 | val_loss: 0.0312066 | Time: 4061.35 ms [2022-02-20 13:34:36 main:574] : INFO : Epoch 1959 | loss: 0.0310869 | val_loss: 0.0312194 | Time: 3985.69 ms [2022-02-20 13:34:40 main:574] : INFO : Epoch 1960 | loss: 0.0310803 | val_loss: 0.031213 | Time: 3953.86 ms [2022-02-20 13:34:44 main:574] : INFO : Epoch 1961 | loss: 0.0310755 | val_loss: 0.0312305 | Time: 3943.9 ms [2022-02-20 13:34:48 main:574] : INFO : Epoch 1962 | loss: 0.0310649 | val_loss: 0.0312283 | Time: 3894.85 ms [2022-02-20 13:34:52 main:574] : INFO : Epoch 1963 | loss: 0.0310626 | val_loss: 0.0312199 | Time: 4004.09 ms [2022-02-20 13:34:56 main:574] : INFO : Epoch 1964 | loss: 0.0310784 | val_loss: 0.0312188 | Time: 3988.86 ms [2022-02-20 13:35:00 main:574] : INFO : Epoch 1965 | loss: 0.0310886 | val_loss: 0.0312055 | Time: 3913.26 ms [2022-02-20 13:35:04 main:574] : INFO : Epoch 1966 | loss: 0.0310758 | val_loss: 0.0312142 | Time: 3968.26 ms [2022-02-20 13:35:08 main:574] : INFO : Epoch 1967 | loss: 0.0310791 | val_loss: 0.031223 | Time: 3940.38 ms [2022-02-20 13:35:12 main:574] : INFO : Epoch 1968 | loss: 0.0310777 | val_loss: 0.0312306 | Time: 3903.43 ms [2022-02-20 13:35:16 main:574] : INFO : Epoch 1969 | loss: 0.031071 | val_loss: 0.0312207 | Time: 3912.88 ms [2022-02-20 13:35:20 main:574] : INFO : Epoch 1970 | loss: 0.0310703 | val_loss: 0.0312165 | Time: 3875.11 ms [2022-02-20 13:35:24 main:574] : INFO : Epoch 1971 | loss: 0.0310766 | val_loss: 0.0312202 | Time: 3863.96 ms [2022-02-20 13:35:27 main:574] : INFO : Epoch 1972 | loss: 0.031073 | val_loss: 0.0312185 | Time: 3836.15 ms [2022-02-20 13:35:31 main:574] : INFO : Epoch 1973 | loss: 0.0310705 | val_loss: 0.0312087 | Time: 4054.82 ms [2022-02-20 13:35:35 main:574] : INFO : Epoch 1974 | loss: 0.0310791 | val_loss: 0.0312181 | Time: 3723.35 ms [2022-02-20 13:35:39 main:574] : INFO : Epoch 1975 | loss: 0.0310743 | val_loss: 0.0312197 | Time: 3859.68 ms [2022-02-20 13:35:43 main:574] : INFO : Epoch 1976 | loss: 0.0310772 | val_loss: 0.0312327 | Time: 3906.46 ms [2022-02-20 13:35:47 main:574] : INFO : Epoch 1977 | loss: 0.0313294 | val_loss: 0.036006 | Time: 3892.01 ms [2022-02-20 13:35:51 main:574] : INFO : Epoch 1978 | loss: 0.0379006 | val_loss: 0.0350131 | Time: 3877.6 ms [2022-02-20 13:35:55 main:574] : INFO : Epoch 1979 | loss: 0.0362109 | val_loss: 0.0406196 | Time: 3970.67 ms [2022-02-20 13:35:59 main:574] : INFO : Epoch 1980 | loss: 0.0337351 | val_loss: 0.0319173 | Time: 3975.14 ms [2022-02-20 13:36:03 main:574] : INFO : Epoch 1981 | loss: 0.0314841 | val_loss: 0.0312999 | Time: 3859.83 ms [2022-02-20 13:36:06 main:574] : INFO : Epoch 1982 | loss: 0.0312777 | val_loss: 0.0312555 | Time: 3834.09 ms [2022-02-20 13:36:10 main:574] : INFO : Epoch 1983 | loss: 0.0312554 | val_loss: 0.0312528 | Time: 3869.69 ms [2022-02-20 13:36:14 main:574] : INFO : Epoch 1984 | loss: 0.0312518 | val_loss: 0.0312507 | Time: 3933.17 ms [2022-02-20 13:36:18 main:574] : INFO : Epoch 1985 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3748.77 ms [2022-02-20 13:36:22 main:574] : INFO : Epoch 1986 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 4089.22 ms [2022-02-20 13:36:26 main:574] : INFO : Epoch 1987 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3939.33 ms [2022-02-20 13:36:30 main:574] : INFO : Epoch 1988 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 3856.33 ms [2022-02-20 13:36:34 main:574] : INFO : Epoch 1989 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 3929.04 ms [2022-02-20 13:36:38 main:574] : INFO : Epoch 1990 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 3964.68 ms [2022-02-20 13:36:42 main:574] : INFO : Epoch 1991 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 3836.92 ms [2022-02-20 13:36:46 main:574] : INFO : Epoch 1992 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 3997.52 ms [2022-02-20 13:36:49 main:574] : INFO : Epoch 1993 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 3441.52 ms [2022-02-20 13:36:52 main:574] : INFO : Epoch 1994 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 2710.43 ms [2022-02-20 13:36:54 main:574] : INFO : Epoch 1995 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 2659.88 ms [2022-02-20 13:36:57 main:574] : INFO : Epoch 1996 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 2644.1 ms [2022-02-20 13:37:00 main:574] : INFO : Epoch 1997 | loss: 0.0312474 | val_loss: 0.031248 | Time: 2733.21 ms [2022-02-20 13:37:03 main:574] : INFO : Epoch 1998 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 2764.38 ms [2022-02-20 13:37:05 main:574] : INFO : Epoch 1999 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 2656.54 ms [2022-02-20 13:37:08 main:574] : INFO : Epoch 2000 | loss: 0.0312465 | val_loss: 0.0312475 | Time: 2741.17 ms [2022-02-20 13:37:11 main:574] : INFO : Epoch 2001 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2744.68 ms [2022-02-20 13:37:13 main:574] : INFO : Epoch 2002 | loss: 0.0312456 | val_loss: 0.0312464 | Time: 2677.53 ms [2022-02-20 13:37:16 main:574] : INFO : Epoch 2003 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 2644.66 ms [2022-02-20 13:37:19 main:574] : INFO : Epoch 2004 | loss: 0.0312448 | val_loss: 0.0312458 | Time: 2645.56 ms [2022-02-20 13:37:21 main:574] : INFO : Epoch 2005 | loss: 0.0312441 | val_loss: 0.0312466 | Time: 2739.31 ms [2022-02-20 13:37:24 main:574] : INFO : Epoch 2006 | loss: 0.0312444 | val_loss: 0.031245 | Time: 2642.71 ms [2022-02-20 13:37:27 main:574] : INFO : Epoch 2007 | loss: 0.0312432 | val_loss: 0.0312441 | Time: 2689.16 ms [2022-02-20 13:37:30 main:574] : INFO : Epoch 2008 | loss: 0.031242 | val_loss: 0.0312435 | Time: 2764.86 ms [2022-02-20 13:37:32 main:574] : INFO : Epoch 2009 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 2644.4 ms [2022-02-20 13:37:35 main:574] : INFO : Epoch 2010 | loss: 0.0312408 | val_loss: 0.0312433 | Time: 2773.06 ms [2022-02-20 13:37:38 main:574] : INFO : Epoch 2011 | loss: 0.0312399 | val_loss: 0.0312418 | Time: 2659.35 ms [2022-02-20 13:37:40 main:574] : INFO : Epoch 2012 | loss: 0.0312388 | val_loss: 0.0312408 | Time: 2643.42 ms [2022-02-20 13:37:43 main:574] : INFO : Epoch 2013 | loss: 0.031238 | val_loss: 0.0312408 | Time: 2707.51 ms [2022-02-20 13:37:46 main:574] : INFO : Epoch 2014 | loss: 0.0312372 | val_loss: 0.0312394 | Time: 2659.11 ms [2022-02-20 13:37:48 main:574] : INFO : Epoch 2015 | loss: 0.0312362 | val_loss: 0.0312386 | Time: 2642.56 ms [2022-02-20 13:37:51 main:574] : INFO : Epoch 2016 | loss: 0.0312354 | val_loss: 0.0312379 | Time: 2694.06 ms [2022-02-20 13:37:54 main:574] : INFO : Epoch 2017 | loss: 0.0312344 | val_loss: 0.0312371 | Time: 2664.83 ms [2022-02-20 13:37:56 main:574] : INFO : Epoch 2018 | loss: 0.0312341 | val_loss: 0.0312365 | Time: 2644.94 ms [2022-02-20 13:37:59 main:574] : INFO : Epoch 2019 | loss: 0.0312327 | val_loss: 0.0312356 | Time: 2675.92 ms [2022-02-20 13:38:02 main:574] : INFO : Epoch 2020 | loss: 0.0312319 | val_loss: 0.0312352 | Time: 2764.74 ms [2022-02-20 13:38:04 main:574] : INFO : Epoch 2021 | loss: 0.0312306 | val_loss: 0.0312342 | Time: 2650.69 ms [2022-02-20 13:38:07 main:574] : INFO : Epoch 2022 | loss: 0.03123 | val_loss: 0.0312335 | Time: 2650.15 ms [2022-02-20 13:38:10 main:574] : INFO : Epoch 2023 | loss: 0.0312291 | val_loss: 0.0312319 | Time: 2651.82 ms [2022-02-20 13:38:12 main:574] : INFO : Epoch 2024 | loss: 0.0312285 | val_loss: 0.0312327 | Time: 2634.87 ms [2022-02-20 13:38:15 main:574] : INFO : Epoch 2025 | loss: 0.0312276 | val_loss: 0.0312314 | Time: 2649.99 ms [2022-02-20 13:38:18 main:574] : INFO : Epoch 2026 | loss: 0.031226 | val_loss: 0.0312304 | Time: 2635.05 ms [2022-02-20 13:38:20 main:574] : INFO : Epoch 2027 | loss: 0.031226 | val_loss: 0.0312339 | Time: 2649.73 ms [2022-02-20 13:38:23 main:574] : INFO : Epoch 2028 | loss: 0.0312254 | val_loss: 0.031228 | Time: 2642.79 ms [2022-02-20 13:38:26 main:574] : INFO : Epoch 2029 | loss: 0.0312236 | val_loss: 0.0312274 | Time: 2687.06 ms [2022-02-20 13:38:28 main:574] : INFO : Epoch 2030 | loss: 0.0312225 | val_loss: 0.0312301 | Time: 2691.55 ms [2022-02-20 13:38:31 main:574] : INFO : Epoch 2031 | loss: 0.0312256 | val_loss: 0.031229 | Time: 2854.76 ms [2022-02-20 13:38:34 main:574] : INFO : Epoch 2032 | loss: 0.0312214 | val_loss: 0.0312271 | Time: 2673 ms [2022-02-20 13:38:36 main:574] : INFO : Epoch 2033 | loss: 0.031221 | val_loss: 0.0312275 | Time: 2650.5 ms [2022-02-20 13:38:39 main:574] : INFO : Epoch 2034 | loss: 0.0312221 | val_loss: 0.0312306 | Time: 2742.93 ms [2022-02-20 13:38:42 main:574] : INFO : Epoch 2035 | loss: 0.031223 | val_loss: 0.0312269 | Time: 2649.47 ms [2022-02-20 13:38:45 main:574] : INFO : Epoch 2036 | loss: 0.0312194 | val_loss: 0.0312233 | Time: 2640.64 ms [2022-02-20 13:38:47 main:574] : INFO : Epoch 2037 | loss: 0.0312187 | val_loss: 0.0312287 | Time: 2650.77 ms [2022-02-20 13:38:50 main:574] : INFO : Epoch 2038 | loss: 0.0312176 | val_loss: 0.0312219 | Time: 2665.48 ms [2022-02-20 13:38:52 main:574] : INFO : Epoch 2039 | loss: 0.0312158 | val_loss: 0.0312241 | Time: 2644.01 ms [2022-02-20 13:38:55 main:574] : INFO : Epoch 2040 | loss: 0.0312152 | val_loss: 0.0312218 | Time: 2655.35 ms [2022-02-20 13:38:58 main:574] : INFO : Epoch 2041 | loss: 0.0312138 | val_loss: 0.0312203 | Time: 2746.5 ms [2022-02-20 13:39:01 main:574] : INFO : Epoch 2042 | loss: 0.031214 | val_loss: 0.0312209 | Time: 2653.86 ms [2022-02-20 13:39:03 main:574] : INFO : Epoch 2043 | loss: 0.0312152 | val_loss: 0.0312203 | Time: 2649.63 ms [2022-02-20 13:39:06 main:574] : INFO : Epoch 2044 | loss: 0.0312115 | val_loss: 0.0312193 | Time: 2694.6 ms [2022-02-20 13:39:09 main:574] : INFO : Epoch 2045 | loss: 0.0312109 | val_loss: 0.0312206 | Time: 2707.44 ms [2022-02-20 13:39:12 main:574] : INFO : Epoch 2046 | loss: 0.0312137 | val_loss: 0.031217 | Time: 2995.71 ms [2022-02-20 13:39:14 main:574] : INFO : Epoch 2047 | loss: 0.0312115 | val_loss: 0.0312251 | Time: 2672.38 ms [2022-02-20 13:39:17 main:574] : INFO : Epoch 2048 | loss: 0.0312116 | val_loss: 0.0312185 | Time: 2712.23 ms [2022-02-20 13:39:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312185 [2022-02-20 13:39:17 main:603] : INFO : Saving end state to config to file [2022-02-20 13:39:17 main:608] : INFO : Success, exiting.. 13:39:17 (13864): 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)