Task 5179125
| Name | ParityModified-1619584321-1581-0_1 |
| Workunit | 3069535 |
| Created | 12 May 2021, 4:59:07 UTC |
| Sent | 12 May 2021, 6:11:12 UTC |
| Report deadline | 20 May 2021, 6:11:12 UTC |
| Received | 12 May 2021, 10:03:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 48 min 31 sec |
| CPU time | 2 hours 40 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0310863 | val_loss: 0.0312045 | Time: 5011.19 ms [2021-05-12 04:20:32 main:574] : INFO : Epoch 1543 | loss: 0.0310868 | val_loss: 0.0312222 | Time: 5045.89 ms [2021-05-12 04:20:37 main:574] : INFO : Epoch 1544 | loss: 0.0310883 | val_loss: 0.0312075 | Time: 5176.49 ms [2021-05-12 04:20:42 main:574] : INFO : Epoch 1545 | loss: 0.0310872 | val_loss: 0.0312105 | Time: 5061.46 ms [2021-05-12 04:20:48 main:574] : INFO : Epoch 1546 | loss: 0.031088 | val_loss: 0.0312026 | Time: 5136.88 ms [2021-05-12 04:20:53 main:574] : INFO : Epoch 1547 | loss: 0.0310917 | val_loss: 0.0312001 | Time: 5098.68 ms [2021-05-12 04:20:58 main:574] : INFO : Epoch 1548 | loss: 0.0310878 | val_loss: 0.0312097 | Time: 5124.52 ms [2021-05-12 04:21:04 main:574] : INFO : Epoch 1549 | loss: 0.0310878 | val_loss: 0.03121 | Time: 5006.1 ms [2021-05-12 04:21:09 main:574] : INFO : Epoch 1550 | loss: 0.0310877 | val_loss: 0.0312045 | Time: 4666.28 ms [2021-05-12 04:21:13 main:574] : INFO : Epoch 1551 | loss: 0.0310885 | val_loss: 0.0312089 | Time: 4785.75 ms [2021-05-12 04:21:18 main:574] : INFO : Epoch 1552 | loss: 0.031089 | val_loss: 0.0312093 | Time: 4900.88 ms [2021-05-12 04:21:23 main:574] : INFO : Epoch 1553 | loss: 0.0310922 | val_loss: 0.0312117 | Time: 4910.24 ms [2021-05-12 04:21:28 main:574] : INFO : Epoch 1554 | loss: 0.0310874 | val_loss: 0.0312058 | Time: 5010.99 ms [2021-05-12 04:21:33 main:574] : INFO : Epoch 1555 | loss: 0.0310885 | val_loss: 0.0312146 | Time: 4852.02 ms [2021-05-12 04:21:38 main:574] : INFO : Epoch 1556 | loss: 0.0310901 | val_loss: 0.0311977 | Time: 4833.8 ms [2021-05-12 04:21:43 main:574] : INFO : Epoch 1557 | loss: 0.0310863 | val_loss: 0.0312168 | Time: 4814.39 ms [2021-05-12 04:21:48 main:574] : INFO : Epoch 1558 | loss: 0.0310848 | val_loss: 0.0311938 | Time: 4778.61 ms [2021-05-12 04:21:53 main:574] : INFO : Epoch 1559 | loss: 0.0310864 | val_loss: 0.0312156 | Time: 4835.84 ms [2021-05-12 04:21:58 main:574] : INFO : Epoch 1560 | loss: 0.0310939 | val_loss: 0.0312126 | Time: 4709.57 ms [2021-05-12 04:22:02 main:574] : INFO : Epoch 1561 | loss: 0.0310899 | val_loss: 0.0312134 | Time: 4796.79 ms [2021-05-12 04:22:07 main:574] : INFO : Epoch 1562 | loss: 0.0310942 | val_loss: 0.0312076 | Time: 4767.07 ms [2021-05-12 04:22:12 main:574] : INFO : Epoch 1563 | loss: 0.0310962 | val_loss: 0.0312032 | Time: 4679.18 ms [2021-05-12 04:22:17 main:574] : INFO : Epoch 1564 | loss: 0.0311037 | val_loss: 0.031208 | Time: 4708.25 ms [2021-05-12 04:22:22 main:574] : INFO : Epoch 1565 | loss: 0.0310969 | val_loss: 0.0312154 | Time: 4890.49 ms [2021-05-12 04:22:27 main:574] : INFO : Epoch 1566 | loss: 0.03109 | val_loss: 0.0312145 | Time: 4785.56 ms [2021-05-12 04:22:31 main:574] : INFO : Epoch 1567 | loss: 0.0310895 | val_loss: 0.0312105 | Time: 4717.54 ms [2021-05-12 04:22:36 main:574] : INFO : Epoch 1568 | loss: 0.0310897 | val_loss: 0.0312066 | Time: 4818.7 ms [2021-05-12 04:22:41 main:574] : INFO : Epoch 1569 | loss: 0.0310913 | val_loss: 0.0312011 | Time: 5016.19 ms [2021-05-12 04:22:46 main:574] : INFO : Epoch 1570 | loss: 0.0310932 | val_loss: 0.0311917 | Time: 4689.43 ms [2021-05-12 04:22:51 main:574] : INFO : Epoch 1571 | loss: 0.0310936 | val_loss: 0.0312086 | Time: 5017.62 ms [2021-05-12 04:22:56 main:574] : INFO : Epoch 1572 | loss: 0.0310917 | val_loss: 0.0312153 | Time: 4846.07 ms [2021-05-12 04:23:01 main:574] : INFO : Epoch 1573 | loss: 0.0310883 | val_loss: 0.0312196 | Time: 4894.05 ms [2021-05-12 04:23:06 main:574] : INFO : Epoch 1574 | loss: 0.0310851 | val_loss: 0.0312056 | Time: 4867.72 ms [2021-05-12 04:23:11 main:574] : INFO : Epoch 1575 | loss: 0.0310827 | val_loss: 0.0312128 | Time: 4879.69 ms [2021-05-12 04:23:16 main:574] : INFO : Epoch 1576 | loss: 0.0310945 | val_loss: 0.0311995 | Time: 4940.69 ms [2021-05-12 04:23:21 main:574] : INFO : Epoch 1577 | loss: 0.0310868 | val_loss: 0.0312058 | Time: 4907.2 ms [2021-05-12 04:23:26 main:574] : INFO : Epoch 1578 | loss: 0.0310906 | val_loss: 0.0312056 | Time: 4831.54 ms [2021-05-12 04:23:30 main:574] : INFO : Epoch 1579 | loss: 0.031092 | val_loss: 0.0312087 | Time: 4812.34 ms [2021-05-12 04:23:35 main:574] : INFO : Epoch 1580 | loss: 0.0311004 | val_loss: 0.0312128 | Time: 4796.99 ms [2021-05-12 04:23:40 main:574] : INFO : Epoch 1581 | loss: 0.0310952 | val_loss: 0.0312052 | Time: 4889.15 ms [2021-05-12 04:23:45 main:574] : INFO : Epoch 1582 | loss: 0.0310887 | val_loss: 0.0312026 | Time: 4726.31 ms [2021-05-12 04:23:50 main:574] : INFO : Epoch 1583 | loss: 0.0310867 | val_loss: 0.0312074 | Time: 4959.1 ms [2021-05-12 04:23:55 main:574] : INFO : Epoch 1584 | loss: 0.0310886 | val_loss: 0.0312007 | Time: 5106.87 ms [2021-05-12 04:24:00 main:574] : INFO : Epoch 1585 | loss: 0.0310895 | val_loss: 0.0311935 | Time: 4760.36 ms [2021-05-12 04:24:05 main:574] : INFO : Epoch 1586 | loss: 0.0310928 | val_loss: 0.0311979 | Time: 4817.42 ms [2021-05-12 04:24:10 main:574] : INFO : Epoch 1587 | loss: 0.0310898 | val_loss: 0.0312169 | Time: 4776.32 ms [2021-05-12 04:24:14 main:574] : INFO : Epoch 1588 | loss: 0.0310834 | val_loss: 0.0312082 | Time: 4693.66 ms [2021-05-12 04:24:19 main:574] : INFO : Epoch 1589 | loss: 0.031083 | val_loss: 0.0311999 | Time: 4807.93 ms [2021-05-12 04:24:24 main:574] : INFO : Epoch 1590 | loss: 0.0310849 | val_loss: 0.0312099 | Time: 4860.19 ms [2021-05-12 04:24:29 main:574] : INFO : Epoch 1591 | loss: 0.0310861 | val_loss: 0.0312009 | Time: 4903.57 ms [2021-05-12 04:24:34 main:574] : INFO : Epoch 1592 | loss: 0.0310833 | val_loss: 0.0312003 | Time: 4827.17 ms [2021-05-12 04:24:39 main:574] : INFO : Epoch 1593 | loss: 0.0310876 | val_loss: 0.0312007 | Time: 4910.93 ms [2021-05-12 04:24:45 main:574] : INFO : Epoch 1594 | loss: 0.0310915 | val_loss: 0.0312116 | Time: 5167.31 ms [2021-05-12 04:24:50 main:574] : INFO : Epoch 1595 | loss: 0.0310897 | val_loss: 0.0312187 | Time: 5576.82 ms [2021-05-12 04:24:56 main:574] : INFO : Epoch 1596 | loss: 0.0310828 | val_loss: 0.0312098 | Time: 5429.36 ms [2021-05-12 04:25:01 main:574] : INFO : Epoch 1597 | loss: 0.0310831 | val_loss: 0.0312078 | Time: 5279.6 ms [2021-05-12 04:25:07 main:574] : INFO : Epoch 1598 | loss: 0.0310874 | val_loss: 0.0312101 | Time: 5601.71 ms [2021-05-12 04:25:12 main:574] : INFO : Epoch 1599 | loss: 0.0310885 | val_loss: 0.0312146 | Time: 5366.26 ms [2021-05-12 04:25:17 main:574] : INFO : Epoch 1600 | loss: 0.0310893 | val_loss: 0.0312085 | Time: 4832.77 ms [2021-05-12 04:25:22 main:574] : INFO : Epoch 1601 | loss: 0.0310857 | val_loss: 0.0312044 | Time: 4851.3 ms [2021-05-12 04:25:27 main:574] : INFO : Epoch 1602 | loss: 0.0310867 | val_loss: 0.0311995 | Time: 4980.04 ms [2021-05-12 04:25:32 main:574] : INFO : Epoch 1603 | loss: 0.0310888 | val_loss: 0.0312131 | Time: 4894.79 ms [2021-05-12 04:25:37 main:574] : INFO : Epoch 1604 | loss: 0.0310935 | val_loss: 0.0312075 | Time: 4769.83 ms [2021-05-12 04:25:42 main:574] : INFO : Epoch 1605 | loss: 0.0310878 | val_loss: 0.0312091 | Time: 4865.18 ms [2021-05-12 04:25:47 main:574] : INFO : Epoch 1606 | loss: 0.0310817 | val_loss: 0.0312049 | Time: 4789.17 ms [2021-05-12 04:25:52 main:574] : INFO : Epoch 1607 | loss: 0.0310833 | val_loss: 0.0312034 | Time: 4929 ms [2021-05-12 04:25:57 main:574] : INFO : Epoch 1608 | loss: 0.0310862 | val_loss: 0.0312011 | Time: 5255.65 ms [2021-05-12 04:26:02 main:574] : INFO : Epoch 1609 | loss: 0.0310872 | val_loss: 0.0312101 | Time: 5196.88 ms [2021-05-12 04:26:07 main:574] : INFO : Epoch 1610 | loss: 0.0310866 | val_loss: 0.0312194 | Time: 4705.9 ms [2021-05-12 04:26:12 main:574] : INFO : Epoch 1611 | loss: 0.0310883 | val_loss: 0.0312025 | Time: 4829.53 ms [2021-05-12 04:26:17 main:574] : INFO : Epoch 1612 | loss: 0.0310866 | val_loss: 0.0312006 | Time: 4818.76 ms [2021-05-12 04:26:22 main:574] : INFO : Epoch 1613 | loss: 0.0310896 | val_loss: 0.0312179 | Time: 4810.94 ms [2021-05-12 04:26:26 main:574] : INFO : Epoch 1614 | loss: 0.0310897 | val_loss: 0.0311986 | Time: 4681.46 ms [2021-05-12 04:26:31 main:574] : INFO : Epoch 1615 | loss: 0.0310853 | val_loss: 0.0312106 | Time: 4970.74 ms [2021-05-12 04:26:36 main:574] : INFO : Epoch 1616 | loss: 0.0310812 | val_loss: 0.0312061 | Time: 4757.37 ms [2021-05-12 04:26:41 main:574] : INFO : Epoch 1617 | loss: 0.0310809 | val_loss: 0.0312209 | Time: 4772.83 ms [2021-05-12 04:26:46 main:574] : INFO : Epoch 1618 | loss: 0.0310831 | val_loss: 0.0312026 | Time: 4770.28 ms [2021-05-12 04:26:51 main:574] : INFO : Epoch 1619 | loss: 0.0310846 | val_loss: 0.0311941 | Time: 4915.9 ms [2021-05-12 04:26:56 main:574] : INFO : Epoch 1620 | loss: 0.0310904 | val_loss: 0.0312085 | Time: 4812.64 ms [2021-05-12 04:27:01 main:574] : INFO : Epoch 1621 | loss: 0.0310825 | val_loss: 0.0312032 | Time: 4817.75 ms [2021-05-12 04:27:05 main:574] : INFO : Epoch 1622 | loss: 0.031087 | val_loss: 0.0312081 | Time: 4704.02 ms [2021-05-12 04:27:10 main:574] : INFO : Epoch 1623 | loss: 0.0310846 | val_loss: 0.0312102 | Time: 4811.67 ms [2021-05-12 04:27:15 main:574] : INFO : Epoch 1624 | loss: 0.0310798 | val_loss: 0.0312089 | Time: 4788.67 ms [2021-05-12 04:27:20 main:574] : INFO : Epoch 1625 | loss: 0.0310846 | val_loss: 0.0312331 | Time: 4867.09 ms [2021-05-12 04:27:25 main:574] : INFO : Epoch 1626 | loss: 0.0310854 | val_loss: 0.0312107 | Time: 4790.84 ms [2021-05-12 04:27:30 main:574] : INFO : Epoch 1627 | loss: 0.0310811 | val_loss: 0.0312108 | Time: 4929.99 ms [2021-05-12 04:27:35 main:574] : INFO : Epoch 1628 | loss: 0.0310809 | val_loss: 0.0312056 | Time: 4847.54 ms [2021-05-12 04:27:40 main:574] : INFO : Epoch 1629 | loss: 0.0310805 | val_loss: 0.031198 | Time: 4829.48 ms [2021-05-12 04:27:45 main:574] : INFO : Epoch 1630 | loss: 0.0310846 | val_loss: 0.031218 | Time: 4942.46 ms [2021-05-12 04:27:50 main:574] : INFO : Epoch 1631 | loss: 0.031078 | val_loss: 0.0312186 | Time: 4964.24 ms [2021-05-12 04:27:55 main:574] : INFO : Epoch 1632 | loss: 0.0310755 | val_loss: 0.0312173 | Time: 4873.09 ms [2021-05-12 04:28:00 main:574] : INFO : Epoch 1633 | loss: 0.0310875 | val_loss: 0.0311978 | Time: 4844.78 ms [2021-05-12 04:28:04 main:574] : INFO : Epoch 1634 | loss: 0.0310857 | val_loss: 0.0312182 | Time: 4803.89 ms [2021-05-12 04:28:09 main:574] : INFO : Epoch 1635 | loss: 0.0310774 | val_loss: 0.0312143 | Time: 4747.03 ms [2021-05-12 04:28:14 main:574] : INFO : Epoch 1636 | loss: 0.0310818 | val_loss: 0.0312221 | Time: 4825.88 ms [2021-05-12 04:28:19 main:574] : INFO : Epoch 1637 | loss: 0.0310799 | val_loss: 0.0312048 | Time: 4787.18 ms [2021-05-12 04:28:24 main:574] : INFO : Epoch 1638 | loss: 0.0310818 | val_loss: 0.0312086 | Time: 5020.46 ms [2021-05-12 04:28:29 main:574] : INFO : Epoch 1639 | loss: 0.0310898 | val_loss: 0.0312198 | Time: 4875.78 ms [2021-05-12 04:28:34 main:574] : INFO : Epoch 1640 | loss: 0.031086 | val_loss: 0.0312053 | Time: 4804.89 ms [2021-05-12 04:28:39 main:574] : INFO : Epoch 1641 | loss: 0.0310822 | val_loss: 0.0312103 | Time: 4781.42 ms [2021-05-12 04:28:44 main:574] : INFO : Epoch 1642 | loss: 0.0310815 | val_loss: 0.0312088 | Time: 4872.64 ms [2021-05-12 04:28:49 main:574] : INFO : Epoch 1643 | loss: 0.0310877 | val_loss: 0.0312137 | Time: 5012.03 ms [2021-05-12 04:28:54 main:574] : INFO : Epoch 1644 | loss: 0.03109 | val_loss: 0.0311955 | Time: 4837.83 ms [2021-05-12 04:28:58 main:574] : INFO : Epoch 1645 | loss: 0.0310927 | val_loss: 0.0312104 | Time: 4835.92 ms [2021-05-12 04:29:03 main:574] : INFO : Epoch 1646 | loss: 0.0310901 | val_loss: 0.0312113 | Time: 4824.9 ms [2021-05-12 04:29:08 main:574] : INFO : Epoch 1647 | loss: 0.0310943 | val_loss: 0.0312039 | Time: 4735.2 ms [2021-05-12 04:29:13 main:574] : INFO : Epoch 1648 | loss: 0.0311046 | val_loss: 0.0312009 | Time: 4793.77 ms [2021-05-12 04:29:18 main:574] : INFO : Epoch 1649 | loss: 0.0310919 | val_loss: 0.0312105 | Time: 4799.95 ms [2021-05-12 04:29:23 main:574] : INFO : Epoch 1650 | loss: 0.0310833 | val_loss: 0.0312069 | Time: 4809.2 ms [2021-05-12 04:29:28 main:574] : INFO : Epoch 1651 | loss: 0.0310846 | val_loss: 0.0312144 | Time: 4763.72 ms [2021-05-12 04:29:32 main:574] : INFO : Epoch 1652 | loss: 0.031081 | val_loss: 0.031215 | Time: 4775.32 ms [2021-05-12 04:29:37 main:574] : INFO : Epoch 1653 | loss: 0.0310796 | val_loss: 0.0312176 | Time: 4766.52 ms [2021-05-12 04:29:42 main:574] : INFO : Epoch 1654 | loss: 0.0310885 | val_loss: 0.0312076 | Time: 4855.67 ms [2021-05-12 04:29:47 main:574] : INFO : Epoch 1655 | loss: 0.0310864 | val_loss: 0.0312094 | Time: 4877.71 ms [2021-05-12 04:29:52 main:574] : INFO : Epoch 1656 | loss: 0.0310847 | val_loss: 0.0312101 | Time: 4729.56 ms [2021-05-12 04:29:57 main:574] : INFO : Epoch 1657 | loss: 0.0311096 | val_loss: 0.031196 | Time: 4805.62 ms [2021-05-12 04:30:01 main:574] : INFO : Epoch 1658 | loss: 0.0311004 | val_loss: 0.031206 | Time: 4834.21 ms [2021-05-12 04:30:06 main:574] : INFO : Epoch 1659 | loss: 0.0310937 | val_loss: 0.0312133 | Time: 4845.92 ms [2021-05-12 04:30:11 main:574] : INFO : Epoch 1660 | loss: 0.0310885 | val_loss: 0.0312095 | Time: 4799.59 ms [2021-05-12 04:30:16 main:574] : INFO : Epoch 1661 | loss: 0.0310809 | val_loss: 0.0312143 | Time: 4799.27 ms [2021-05-12 04:30:21 main:574] : INFO : Epoch 1662 | loss: 0.0310874 | val_loss: 0.031208 | Time: 4823 ms [2021-05-12 04:30:26 main:574] : INFO : Epoch 1663 | loss: 0.0310849 | val_loss: 0.0312339 | Time: 4774.25 ms [2021-05-12 04:30:31 main:574] : INFO : Epoch 1664 | loss: 0.0310776 | val_loss: 0.0312246 | Time: 4896.93 ms [2021-05-12 04:30:36 main:574] : INFO : Epoch 1665 | loss: 0.0310858 | val_loss: 0.0312237 | Time: 4888.01 ms [2021-05-12 04:30:41 main:574] : INFO : Epoch 1666 | loss: 0.0310813 | val_loss: 0.0312117 | Time: 4941.51 ms [2021-05-12 04:30:46 main:574] : INFO : Epoch 1667 | loss: 0.0310763 | val_loss: 0.0312102 | Time: 4821.63 ms [2021-05-12 04:30:51 main:574] : INFO : Epoch 1668 | loss: 0.0310746 | val_loss: 0.0312314 | Time: 4756.72 ms [2021-05-12 04:30:55 main:574] : INFO : Epoch 1669 | loss: 0.0310782 | val_loss: 0.0312011 | Time: 4842.3 ms [2021-05-12 04:31:00 main:574] : INFO : Epoch 1670 | loss: 0.0310857 | val_loss: 0.0312183 | Time: 4788.43 ms [2021-05-12 04:31:05 main:574] : INFO : Epoch 1671 | loss: 0.031084 | val_loss: 0.0312122 | Time: 4670.89 ms [2021-05-12 04:31:10 main:574] : INFO : Epoch 1672 | loss: 0.0310865 | val_loss: 0.0311993 | Time: 4807.12 ms [2021-05-12 04:31:15 main:574] : INFO : Epoch 1673 | loss: 0.0311248 | val_loss: 0.0311958 | Time: 4877.53 ms [2021-05-12 04:31:20 main:574] : INFO : Epoch 1674 | loss: 0.0311152 | val_loss: 0.0311939 | Time: 4794.94 ms [2021-05-12 04:31:24 main:574] : INFO : Epoch 1675 | loss: 0.0310982 | val_loss: 0.0312085 | Time: 4745.05 ms [2021-05-12 04:31:29 main:574] : INFO : Epoch 1676 | loss: 0.0310941 | val_loss: 0.0312029 | Time: 4722.49 ms [2021-05-12 04:31:34 main:574] : INFO : Epoch 1677 | loss: 0.03109 | val_loss: 0.0312328 | Time: 4839.52 ms [2021-05-12 04:31:39 main:574] : INFO : Epoch 1678 | loss: 0.0310864 | val_loss: 0.0312022 | Time: 4860.02 ms [2021-05-12 04:31:44 main:574] : INFO : Epoch 1679 | loss: 0.0310843 | val_loss: 0.0312182 | Time: 4730.54 ms [2021-05-12 04:31:49 main:574] : INFO : Epoch 1680 | loss: 0.0310803 | val_loss: 0.0312119 | Time: 4893.09 ms [2021-05-12 04:31:54 main:574] : INFO : Epoch 1681 | loss: 0.031086 | val_loss: 0.0312238 | Time: 4985.77 ms [2021-05-12 04:31:59 main:574] : INFO : Epoch 1682 | loss: 0.0310853 | val_loss: 0.0312137 | Time: 4729.22 ms [2021-05-12 04:32:03 main:574] : INFO : Epoch 1683 | loss: 0.0310783 | val_loss: 0.0312237 | Time: 4721.34 ms [2021-05-12 04:32:08 main:574] : INFO : Epoch 1684 | loss: 0.0310814 | val_loss: 0.0312125 | Time: 4687.8 ms [2021-05-12 04:32:13 main:574] : INFO : Epoch 1685 | loss: 0.0310775 | val_loss: 0.0312097 | Time: 4826.83 ms [2021-05-12 04:32:18 main:574] : INFO : Epoch 1686 | loss: 0.0310753 | val_loss: 0.0312149 | Time: 4879.16 ms [2021-05-12 04:32:23 main:574] : INFO : Epoch 1687 | loss: 0.0310778 | val_loss: 0.0312111 | Time: 4956.65 ms [2021-05-12 04:32:28 main:574] : INFO : Epoch 1688 | loss: 0.0310768 | val_loss: 0.0312217 | Time: 5017.37 ms [2021-05-12 04:32:33 main:574] : INFO : Epoch 1689 | loss: 0.0310789 | val_loss: 0.0312111 | Time: 4937.63 ms [2021-05-12 04:32:38 main:574] : INFO : Epoch 1690 | loss: 0.0310888 | val_loss: 0.031206 | Time: 4892.04 ms [2021-05-12 04:32:43 main:574] : INFO : Epoch 1691 | loss: 0.0310983 | val_loss: 0.0311982 | Time: 4803.73 ms [2021-05-12 04:32:48 main:574] : INFO : Epoch 1692 | loss: 0.031088 | val_loss: 0.0312102 | Time: 5021.63 ms [2021-05-12 04:32:53 main:574] : INFO : Epoch 1693 | loss: 0.0310858 | val_loss: 0.0312252 | Time: 4655.7 ms [2021-05-12 04:32:57 main:574] : INFO : Epoch 1694 | loss: 0.0310896 | val_loss: 0.0312025 | Time: 4725.58 ms [2021-05-12 04:33:02 main:574] : INFO : Epoch 1695 | loss: 0.0310822 | val_loss: 0.0312222 | Time: 4797.26 ms [2021-05-12 04:33:07 main:574] : INFO : Epoch 1696 | loss: 0.0310871 | val_loss: 0.0312027 | Time: 4796.21 ms [2021-05-12 04:33:12 main:574] : INFO : Epoch 1697 | loss: 0.0310797 | val_loss: 0.0312083 | Time: 4866.53 ms [2021-05-12 04:33:17 main:574] : INFO : Epoch 1698 | loss: 0.0310795 | val_loss: 0.031216 | Time: 4984.66 ms [2021-05-12 04:33:22 main:574] : INFO : Epoch 1699 | loss: 0.0310784 | val_loss: 0.0312206 | Time: 4908.21 ms [2021-05-12 04:33:27 main:574] : INFO : Epoch 1700 | loss: 0.0310865 | val_loss: 0.0312126 | Time: 4884.35 ms [2021-05-12 04:33:32 main:574] : INFO : Epoch 1701 | loss: 0.0310838 | val_loss: 0.0312149 | Time: 4767.21 ms [2021-05-12 04:33:37 main:574] : INFO : Epoch 1702 | loss: 0.0310827 | val_loss: 0.0312084 | Time: 5103.69 ms [2021-05-12 04:33:42 main:574] : INFO : Epoch 1703 | loss: 0.0310827 | val_loss: 0.0312227 | Time: 4909.66 ms [2021-05-12 04:33:47 main:574] : INFO : Epoch 1704 | loss: 0.0311111 | val_loss: 0.0313964 | Time: 4867.19 ms [2021-05-12 04:33:52 main:574] : INFO : Epoch 1705 | loss: 0.0320719 | val_loss: 0.0325851 | Time: 4889.64 ms [2021-05-12 04:33:57 main:574] : INFO : Epoch 1706 | loss: 0.0316611 | val_loss: 0.0314067 | Time: 4896.34 ms [2021-05-12 04:34:02 main:574] : INFO : Epoch 1707 | loss: 0.0312615 | val_loss: 0.031213 | Time: 4870.79 ms [2021-05-12 04:34:07 main:574] : INFO : Epoch 1708 | loss: 0.0311776 | val_loss: 0.0311869 | Time: 4862.58 ms [2021-05-12 04:34:12 main:574] : INFO : Epoch 1709 | loss: 0.0311573 | val_loss: 0.031173 | Time: 4971.9 ms [2021-05-12 04:34:17 main:574] : INFO : Epoch 1710 | loss: 0.0311486 | val_loss: 0.0311718 | Time: 4854.26 ms [2021-05-12 04:34:22 main:574] : INFO : Epoch 1711 | loss: 0.0311463 | val_loss: 0.0311702 | Time: 4899.73 ms [2021-05-12 04:34:27 main:574] : INFO : Epoch 1712 | loss: 0.0311446 | val_loss: 0.0311718 | Time: 4710.15 ms [2021-05-12 04:34:32 main:574] : INFO : Epoch 1713 | loss: 0.0311409 | val_loss: 0.031186 | Time: 5040.57 ms [2021-05-12 04:34:37 main:574] : INFO : Epoch 1714 | loss: 0.0311426 | val_loss: 0.0311899 | Time: 4798.29 ms [2021-05-12 04:34:41 main:574] : INFO : Epoch 1715 | loss: 0.0311378 | val_loss: 0.0311745 | Time: 4849.09 ms [2021-05-12 04:34:46 main:574] : INFO : Epoch 1716 | loss: 0.0311295 | val_loss: 0.0311741 | Time: 4912.26 ms [2021-05-12 04:34:51 main:574] : INFO : Epoch 1717 | loss: 0.0311286 | val_loss: 0.0311765 | Time: 4847.87 ms [2021-05-12 04:34:56 main:574] : INFO : Epoch 1718 | loss: 0.0311314 | val_loss: 0.0311753 | Time: 4949.4 ms [2021-05-12 04:35:01 main:574] : INFO : Epoch 1719 | loss: 0.0311277 | val_loss: 0.0311769 | Time: 4760.01 ms [2021-05-12 04:35:06 main:574] : INFO : Epoch 1720 | loss: 0.0311247 | val_loss: 0.0311741 | Time: 4837.24 ms [2021-05-12 04:35:11 main:574] : INFO : Epoch 1721 | loss: 0.0311246 | val_loss: 0.0311735 | Time: 4919.95 ms [2021-05-12 04:35:16 main:574] : INFO : Epoch 1722 | loss: 0.0311224 | val_loss: 0.0311818 | Time: 4855.54 ms [2021-05-12 04:35:21 main:574] : INFO : Epoch 1723 | loss: 0.0311198 | val_loss: 0.0311808 | Time: 4794.87 ms [2021-05-12 04:35:26 main:574] : INFO : Epoch 1724 | loss: 0.0311193 | val_loss: 0.0311815 | Time: 4906.29 ms [2021-05-12 04:35:31 main:574] : INFO : Epoch 1725 | loss: 0.0311521 | val_loss: 0.0311805 | Time: 5090.73 ms [2021-05-12 04:35:36 main:574] : INFO : Epoch 1726 | loss: 0.0311561 | val_loss: 0.0311699 | Time: 4825.34 ms [2021-05-12 04:35:41 main:574] : INFO : Epoch 1727 | loss: 0.0311519 | val_loss: 0.0311668 | Time: 4821.88 ms [2021-05-12 04:35:45 main:574] : INFO : Epoch 1728 | loss: 0.0311464 | val_loss: 0.0311792 | Time: 4796.91 ms [2021-05-12 04:35:50 main:574] : INFO : Epoch 1729 | loss: 0.0311409 | val_loss: 0.0311668 | Time: 4912.78 ms [2021-05-12 04:35:55 main:574] : INFO : Epoch 1730 | loss: 0.0311361 | val_loss: 0.0311676 | Time: 4880.44 ms [2021-05-12 04:36:00 main:574] : INFO : Epoch 1731 | loss: 0.0311334 | val_loss: 0.0311668 | Time: 4895.05 ms [2021-05-12 04:36:05 main:574] : INFO : Epoch 1732 | loss: 0.0311312 | val_loss: 0.0311691 | Time: 4723.48 ms [2021-05-12 04:36:10 main:574] : INFO : Epoch 1733 | loss: 0.0311296 | val_loss: 0.0311735 | Time: 4728.65 ms [2021-05-12 04:36:15 main:574] : INFO : Epoch 1734 | loss: 0.0311282 | val_loss: 0.0311727 | Time: 4879.8 ms [2021-05-12 04:36:20 main:574] : INFO : Epoch 1735 | loss: 0.031127 | val_loss: 0.0311706 | Time: 4818.21 ms [2021-05-12 04:36:25 main:574] : INFO : Epoch 1736 | loss: 0.0311251 | val_loss: 0.0311762 | Time: 4924.2 ms [2021-05-12 04:36:30 main:574] : INFO : Epoch 1737 | loss: 0.0311253 | val_loss: 0.0311749 | Time: 4811.14 ms [2021-05-12 04:36:34 main:574] : INFO : Epoch 1738 | loss: 0.0311241 | val_loss: 0.0311757 | Time: 4850 ms [2021-05-12 04:36:39 main:574] : INFO : Epoch 1739 | loss: 0.0311216 | val_loss: 0.0311779 | Time: 4755.31 ms [2021-05-12 04:36:44 main:574] : INFO : Epoch 1740 | loss: 0.0311211 | val_loss: 0.0311753 | Time: 4835.77 ms [2021-05-12 04:36:49 main:574] : INFO : Epoch 1741 | loss: 0.0311184 | val_loss: 0.0311755 | Time: 5034.05 ms [2021-05-12 04:36:54 main:574] : INFO : Epoch 1742 | loss: 0.0311184 | val_loss: 0.0311765 | Time: 4864.34 ms [2021-05-12 04:36:59 main:574] : INFO : Epoch 1743 | loss: 0.0311182 | val_loss: 0.0311774 | Time: 4725.38 ms [2021-05-12 04:37:04 main:574] : INFO : Epoch 1744 | loss: 0.0311174 | val_loss: 0.0311753 | Time: 4798.66 ms [2021-05-12 04:37:09 main:574] : INFO : Epoch 1745 | loss: 0.0311159 | val_loss: 0.0311745 | Time: 4898.49 ms [2021-05-12 04:37:14 main:574] : INFO : Epoch 1746 | loss: 0.0311145 | val_loss: 0.0311803 | Time: 4812.45 ms [2021-05-12 04:37:19 main:574] : INFO : Epoch 1747 | loss: 0.0311154 | val_loss: 0.0311776 | Time: 4956.89 ms [2021-05-12 04:37:23 main:574] : INFO : Epoch 1748 | loss: 0.0311151 | val_loss: 0.0311798 | Time: 4788.82 ms [2021-05-12 04:37:29 main:574] : INFO : Epoch 1749 | loss: 0.0311137 | val_loss: 0.0311777 | Time: 5068.42 ms [2021-05-12 04:37:33 main:574] : INFO : Epoch 1750 | loss: 0.0311148 | val_loss: 0.0311756 | Time: 4790.87 ms [2021-05-12 04:37:38 main:574] : INFO : Epoch 1751 | loss: 0.0311131 | val_loss: 0.0311737 | Time: 5010.52 ms [2021-05-12 04:37:43 main:574] : INFO : Epoch 1752 | loss: 0.0311135 | val_loss: 0.0311762 | Time: 4944.64 ms [2021-05-12 04:37:48 main:574] : INFO : Epoch 1753 | loss: 0.0311124 | val_loss: 0.0311789 | Time: 4884.64 ms [2021-05-12 04:37:53 main:574] : INFO : Epoch 1754 | loss: 0.0311113 | val_loss: 0.0311781 | Time: 4843.98 ms [2021-05-12 04:37:58 main:574] : INFO : Epoch 1755 | loss: 0.0311127 | val_loss: 0.0311745 | Time: 4728.51 ms [2021-05-12 04:38:03 main:574] : INFO : Epoch 1756 | loss: 0.0311133 | val_loss: 0.0311795 | Time: 4732.21 ms [2021-05-12 04:38:08 main:574] : INFO : Epoch 1757 | loss: 0.0311096 | val_loss: 0.0311819 | Time: 4794.91 ms [2021-05-12 04:38:13 main:574] : INFO : Epoch 1758 | loss: 0.0311097 | val_loss: 0.0311796 | Time: 4766.12 ms [2021-05-12 04:38:17 main:574] : INFO : Epoch 1759 | loss: 0.0311077 | val_loss: 0.0311816 | Time: 4790.03 ms [2021-05-12 04:38:22 main:574] : INFO : Epoch 1760 | loss: 0.0311085 | val_loss: 0.0311808 | Time: 4879.31 ms [2021-05-12 04:38:27 main:574] : INFO : Epoch 1761 | loss: 0.0311107 | val_loss: 0.0311795 | Time: 4795.3 ms [2021-05-12 04:38:32 main:574] : INFO : Epoch 1762 | loss: 0.0311132 | val_loss: 0.0311792 | Time: 4752.32 ms [2021-05-12 04:38:37 main:574] : INFO : Epoch 1763 | loss: 0.0311087 | val_loss: 0.0311761 | Time: 4758.45 ms [2021-05-12 04:38:42 main:574] : INFO : Epoch 1764 | loss: 0.0311087 | val_loss: 0.0311849 | Time: 4841.55 ms [2021-05-12 04:38:47 main:574] : INFO : Epoch 1765 | loss: 0.0311096 | val_loss: 0.0311817 | Time: 4878.15 ms [2021-05-12 04:38:52 main:574] : INFO : Epoch 1766 | loss: 0.0311101 | val_loss: 0.0311764 | Time: 4927.42 ms [2021-05-12 04:38:57 main:574] : INFO : Epoch 1767 | loss: 0.0311059 | val_loss: 0.0311808 | Time: 4720.4 ms [2021-05-12 04:39:02 main:574] : INFO : Epoch 1768 | loss: 0.031105 | val_loss: 0.0311796 | Time: 4763.12 ms [2021-05-12 04:39:06 main:574] : INFO : Epoch 1769 | loss: 0.0311059 | val_loss: 0.0311799 | Time: 4682.88 ms [2021-05-12 04:39:11 main:574] : INFO : Epoch 1770 | loss: 0.0311074 | val_loss: 0.0311804 | Time: 4772.67 ms [2021-05-12 04:39:16 main:574] : INFO : Epoch 1771 | loss: 0.0311112 | val_loss: 0.0311852 | Time: 4771.1 ms [2021-05-12 04:39:21 main:574] : INFO : Epoch 1772 | loss: 0.0311092 | val_loss: 0.0311848 | Time: 4896.14 ms [2021-05-12 04:39:26 main:574] : INFO : Epoch 1773 | loss: 0.0311069 | val_loss: 0.031185 | Time: 4807.04 ms [2021-05-12 04:39:31 main:574] : INFO : Epoch 1774 | loss: 0.0311069 | val_loss: 0.0311918 | Time: 4830.26 ms [2021-05-12 04:39:36 main:574] : INFO : Epoch 1775 | loss: 0.0311083 | val_loss: 0.0311774 | Time: 4837.41 ms [2021-05-12 04:39:40 main:574] : INFO : Epoch 1776 | loss: 0.0311048 | val_loss: 0.0311802 | Time: 4850.48 ms [2021-05-12 04:39:45 main:574] : INFO : Epoch 1777 | loss: 0.0311036 | val_loss: 0.0311801 | Time: 4746.74 ms [2021-05-12 04:39:50 main:574] : INFO : Epoch 1778 | loss: 0.031102 | val_loss: 0.0311831 | Time: 4809.83 ms [2021-05-12 04:39:55 main:574] : INFO : Epoch 1779 | loss: 0.0311061 | val_loss: 0.0311965 | Time: 4957.49 ms [2021-05-12 04:40:00 main:574] : INFO : Epoch 1780 | loss: 0.0311081 | val_loss: 0.0311826 | Time: 4972.7 ms [2021-05-12 04:40:05 main:574] : INFO : Epoch 1781 | loss: 0.0311017 | val_loss: 0.0311799 | Time: 4997.88 ms [2021-05-12 04:40:10 main:574] : INFO : Epoch 1782 | loss: 0.0311016 | val_loss: 0.0311892 | Time: 4937.15 ms [2021-05-12 04:40:15 main:574] : INFO : Epoch 1783 | loss: 0.0311018 | val_loss: 0.0311812 | Time: 4937.43 ms [2021-05-12 04:40:20 main:574] : INFO : Epoch 1784 | loss: 0.031103 | val_loss: 0.0311794 | Time: 5098.92 ms [2021-05-12 04:40:25 main:574] : INFO : Epoch 1785 | loss: 0.0311019 | val_loss: 0.0311787 | Time: 4848.99 ms [2021-05-12 04:40:30 main:574] : INFO : Epoch 1786 | loss: 0.0311073 | val_loss: 0.031186 | Time: 4926.21 ms [2021-05-12 04:40:35 main:574] : INFO : Epoch 1787 | loss: 0.0311041 | val_loss: 0.0311798 | Time: 4731.24 ms [2021-05-12 04:40:40 main:574] : INFO : Epoch 1788 | loss: 0.031105 | val_loss: 0.0311982 | Time: 4732.24 ms [2021-05-12 04:40:45 main:574] : INFO : Epoch 1789 | loss: 0.0311061 | val_loss: 0.0311809 | Time: 4965.77 ms [2021-05-12 04:40:50 main:574] : INFO : Epoch 1790 | loss: 0.0311013 | val_loss: 0.0311827 | Time: 4791.66 ms [2021-05-12 04:40:55 main:574] : INFO : Epoch 1791 | loss: 0.0311013 | val_loss: 0.0311839 | Time: 5086.22 ms [2021-05-12 04:41:00 main:574] : INFO : Epoch 1792 | loss: 0.0311036 | val_loss: 0.031184 | Time: 5195 ms [2021-05-12 04:41:05 main:574] : INFO : Epoch 1793 | loss: 0.0311072 | val_loss: 0.0311841 | Time: 5119.04 ms [2021-05-12 04:41:10 main:574] : INFO : Epoch 1794 | loss: 0.0311035 | val_loss: 0.0311801 | Time: 4804.32 ms [2021-05-12 04:41:15 main:574] : INFO : Epoch 1795 | loss: 0.0311066 | val_loss: 0.0311853 | Time: 4785.04 ms [2021-05-12 04:41:20 main:574] : INFO : Epoch 1796 | loss: 0.0311038 | val_loss: 0.0311901 | Time: 4672.88 ms [2021-05-12 04:41:24 main:574] : INFO : Epoch 1797 | loss: 0.0311009 | val_loss: 0.0311847 | Time: 4720.57 ms [2021-05-12 04:41:29 main:574] : INFO : Epoch 1798 | loss: 0.0310995 | val_loss: 0.0311869 | Time: 4790.82 ms [2021-05-12 04:41:34 main:574] : INFO : Epoch 1799 | loss: 0.031098 | val_loss: 0.0311932 | Time: 4833.09 ms [2021-05-12 04:41:39 main:574] : INFO : Epoch 1800 | loss: 0.0310976 | val_loss: 0.0311885 | Time: 4873.72 ms [2021-05-12 04:41:44 main:574] : INFO : Epoch 1801 | loss: 0.0310999 | val_loss: 0.031196 | Time: 4932.74 ms [2021-05-12 04:41:49 main:574] : INFO : Epoch 1802 | loss: 0.0310993 | val_loss: 0.0311936 | Time: 4853.05 ms [2021-05-12 04:41:54 main:574] : INFO : Epoch 1803 | loss: 0.0311003 | val_loss: 0.0311886 | Time: 4747.66 ms [2021-05-12 04:41:59 main:574] : INFO : Epoch 1804 | loss: 0.0311006 | val_loss: 0.0311829 | Time: 4792.93 ms [2021-05-12 04:42:04 main:574] : INFO : Epoch 1805 | loss: 0.031102 | val_loss: 0.0311897 | Time: 4845.97 ms [2021-05-12 04:42:09 main:574] : INFO : Epoch 1806 | loss: 0.0310993 | val_loss: 0.0311853 | Time: 4936.46 ms [2021-05-12 04:42:14 main:574] : INFO : Epoch 1807 | loss: 0.0311003 | val_loss: 0.0311916 | Time: 4883.72 ms [2021-05-12 04:42:19 main:574] : INFO : Epoch 1808 | loss: 0.0311007 | val_loss: 0.0311934 | Time: 4746.95 ms [2021-05-12 04:42:23 main:574] : INFO : Epoch 1809 | loss: 0.0311004 | val_loss: 0.0311878 | Time: 4717.74 ms [2021-05-12 04:42:28 main:574] : INFO : Epoch 1810 | loss: 0.0311019 | val_loss: 0.0311872 | Time: 4746.32 ms [2021-05-12 04:42:33 main:574] : INFO : Epoch 1811 | loss: 0.0310984 | val_loss: 0.031184 | Time: 4884.42 ms [2021-05-12 04:42:38 main:574] : INFO : Epoch 1812 | loss: 0.0310984 | val_loss: 0.0311853 | Time: 4727.29 ms [2021-05-12 04:42:43 main:574] : INFO : Epoch 1813 | loss: 0.0310955 | val_loss: 0.0311894 | Time: 4874.81 ms [2021-05-12 04:42:48 main:574] : INFO : Epoch 1814 | loss: 0.0311081 | val_loss: 0.0311861 | Time: 4741.72 ms [2021-05-12 04:42:52 main:574] : INFO : Epoch 1815 | loss: 0.0311122 | val_loss: 0.0311807 | Time: 4795.83 ms [2021-05-12 04:42:57 main:574] : INFO : Epoch 1816 | loss: 0.031112 | val_loss: 0.0311928 | Time: 4735.55 ms [2021-05-12 04:43:02 main:574] : INFO : Epoch 1817 | loss: 0.0311074 | val_loss: 0.0311829 | Time: 4692.25 ms [2021-05-12 04:43:07 main:574] : INFO : Epoch 1818 | loss: 0.0311071 | val_loss: 0.0311834 | Time: 4826.08 ms [2021-05-12 04:43:12 main:574] : INFO : Epoch 1819 | loss: 0.03111 | val_loss: 0.0311874 | Time: 5004.27 ms [2021-05-12 04:43:17 main:574] : INFO : Epoch 1820 | loss: 0.0311317 | val_loss: 0.0311808 | Time: 4742.5 ms [2021-05-12 04:43:21 main:574] : INFO : Epoch 1821 | loss: 0.0311519 | val_loss: 0.0311746 | Time: 4678.34 ms [2021-05-12 04:43:26 main:574] : INFO : Epoch 1822 | loss: 0.0311446 | val_loss: 0.0311719 | Time: 4793.32 ms [2021-05-12 04:43:31 main:574] : INFO : Epoch 1823 | loss: 0.0311391 | val_loss: 0.0311747 | Time: 4811.93 ms [2021-05-12 04:43:36 main:574] : INFO : Epoch 1824 | loss: 0.0311367 | val_loss: 0.0311732 | Time: 4835.12 ms [2021-05-12 04:43:41 main:574] : INFO : Epoch 1825 | loss: 0.0311327 | val_loss: 0.0311749 | Time: 4844.53 ms [2021-05-12 04:43:46 main:574] : INFO : Epoch 1826 | loss: 0.031128 | val_loss: 0.0311743 | Time: 4793.51 ms [2021-05-12 04:43:51 main:574] : INFO : Epoch 1827 | loss: 0.0311257 | val_loss: 0.0311744 | Time: 4960.58 ms [2021-05-12 04:43:56 main:574] : INFO : Epoch 1828 | loss: 0.0311243 | val_loss: 0.0311772 | Time: 4770.08 ms [2021-05-12 04:44:00 main:574] : INFO : Epoch 1829 | loss: 0.0311227 | val_loss: 0.031175 | Time: 4723.84 ms [2021-05-12 04:44:05 main:574] : INFO : Epoch 1830 | loss: 0.0311189 | val_loss: 0.0311784 | Time: 4752.54 ms [2021-05-12 04:44:10 main:574] : INFO : Epoch 1831 | loss: 0.0311187 | val_loss: 0.0311772 | Time: 4888.79 ms [2021-05-12 04:44:15 main:574] : INFO : Epoch 1832 | loss: 0.0311184 | val_loss: 0.0311786 | Time: 4890.94 ms [2021-05-12 04:44:20 main:574] : INFO : Epoch 1833 | loss: 0.0311155 | val_loss: 0.0311783 | Time: 4722.56 ms [2021-05-12 04:44:25 main:574] : INFO : Epoch 1834 | loss: 0.0311139 | val_loss: 0.0311826 | Time: 4843.92 ms [2021-05-12 04:44:30 main:574] : INFO : Epoch 1835 | loss: 0.0311156 | val_loss: 0.0311789 | Time: 4803.91 ms [2021-05-12 04:44:34 main:574] : INFO : Epoch 1836 | loss: 0.0311147 | val_loss: 0.0311885 | Time: 4855.02 ms [2021-05-12 04:44:39 main:574] : INFO : Epoch 1837 | loss: 0.0311149 | val_loss: 0.0311825 | Time: 4733.42 ms [2021-05-12 04:44:44 main:574] : INFO : Epoch 1838 | loss: 0.0311147 | val_loss: 0.0311885 | Time: 4755.15 ms [2021-05-12 04:44:49 main:574] : INFO : Epoch 1839 | loss: 0.0311149 | val_loss: 0.0311794 | Time: 4853.43 ms [2021-05-12 04:44:54 main:574] : INFO : Epoch 1840 | loss: 0.0311167 | val_loss: 0.0311847 | Time: 4861.8 ms [2021-05-12 04:44:59 main:574] : INFO : Epoch 1841 | loss: 0.0311119 | val_loss: 0.0311845 | Time: 4898.87 ms [2021-05-12 04:45:04 main:574] : INFO : Epoch 1842 | loss: 0.031108 | val_loss: 0.0311807 | Time: 4809.15 ms [2021-05-12 04:45:09 main:574] : INFO : Epoch 1843 | loss: 0.0311074 | val_loss: 0.0311835 | Time: 5112.28 ms [2021-05-12 04:45:14 main:574] : INFO : Epoch 1844 | loss: 0.0311071 | val_loss: 0.031186 | Time: 4777.52 ms [2021-05-12 04:45:19 main:574] : INFO : Epoch 1845 | loss: 0.0311103 | val_loss: 0.0311817 | Time: 4768.67 ms [2021-05-12 04:45:23 main:574] : INFO : Epoch 1846 | loss: 0.0311075 | val_loss: 0.0311797 | Time: 4773.01 ms [2021-05-12 04:45:28 main:574] : INFO : Epoch 1847 | loss: 0.0311046 | val_loss: 0.0311884 | Time: 4817.42 ms [2021-05-12 04:45:33 main:574] : INFO : Epoch 1848 | loss: 0.0311084 | val_loss: 0.0311821 | Time: 4807.55 ms [2021-05-12 04:45:38 main:574] : INFO : Epoch 1849 | loss: 0.0311119 | val_loss: 0.0311877 | Time: 4690.75 ms [2021-05-12 04:45:43 main:574] : INFO : Epoch 1850 | loss: 0.0311085 | val_loss: 0.0312007 | Time: 4729.57 ms [2021-05-12 04:45:48 main:574] : INFO : Epoch 1851 | loss: 0.0311033 | val_loss: 0.0311828 | Time: 4893.97 ms [2021-05-12 04:45:52 main:574] : INFO : Epoch 1852 | loss: 0.0311006 | val_loss: 0.0311878 | Time: 4737.88 ms [2021-05-12 04:45:57 main:574] : INFO : Epoch 1853 | loss: 0.0310991 | val_loss: 0.0311849 | Time: 4843.69 ms [2021-05-12 04:46:02 main:574] : INFO : Epoch 1854 | loss: 0.0311048 | val_loss: 0.0311886 | Time: 4754.91 ms [2021-05-12 04:46:07 main:574] : INFO : Epoch 1855 | loss: 0.0311082 | val_loss: 0.0311764 | Time: 4928.56 ms [2021-05-12 04:46:12 main:574] : INFO : Epoch 1856 | loss: 0.0311088 | val_loss: 0.0311888 | Time: 4844.48 ms [2021-05-12 04:46:17 main:574] : INFO : Epoch 1857 | loss: 0.0311037 | val_loss: 0.0311852 | Time: 4905.22 ms [2021-05-12 04:46:22 main:574] : INFO : Epoch 1858 | loss: 0.0311032 | val_loss: 0.031187 | Time: 4947 ms [2021-05-12 04:46:27 main:574] : INFO : Epoch 1859 | loss: 0.0311004 | val_loss: 0.0311821 | Time: 4851.18 ms [2021-05-12 04:46:32 main:574] : INFO : Epoch 1860 | loss: 0.0311012 | val_loss: 0.0311855 | Time: 5050.86 ms [2021-05-12 04:46:37 main:574] : INFO : Epoch 1861 | loss: 0.0311006 | val_loss: 0.0311911 | Time: 4856.93 ms [2021-05-12 04:46:42 main:574] : INFO : Epoch 1862 | loss: 0.0311022 | val_loss: 0.0311866 | Time: 5052.1 ms [2021-05-12 04:46:47 main:574] : INFO : Epoch 1863 | loss: 0.0311032 | val_loss: 0.0311886 | Time: 4953.84 ms [2021-05-12 04:46:52 main:574] : INFO : Epoch 1864 | loss: 0.0311055 | val_loss: 0.0311879 | Time: 4780.12 ms [2021-05-12 04:46:57 main:574] : INFO : Epoch 1865 | loss: 0.031111 | val_loss: 0.0311839 | Time: 4776.35 ms [2021-05-12 04:47:01 main:574] : INFO : Epoch 1866 | loss: 0.0311133 | val_loss: 0.0311865 | Time: 4681.29 ms [2021-05-12 04:47:06 main:574] : INFO : Epoch 1867 | loss: 0.03111 | val_loss: 0.0311928 | Time: 4898.15 ms [2021-05-12 04:47:11 main:574] : INFO : Epoch 1868 | loss: 0.031105 | val_loss: 0.0311869 | Time: 4740.23 ms [2021-05-12 04:47:16 main:574] : INFO : Epoch 1869 | loss: 0.0311032 | val_loss: 0.031191 | Time: 4795.64 ms [2021-05-12 04:47:21 main:574] : INFO : Epoch 1870 | loss: 0.0311016 | val_loss: 0.0311849 | Time: 4726.98 ms [2021-05-12 04:47:26 main:574] : INFO : Epoch 1871 | loss: 0.0311004 | val_loss: 0.0311934 | Time: 5007.82 ms [2021-05-12 04:47:31 main:574] : INFO : Epoch 1872 | loss: 0.0310982 | val_loss: 0.0311858 | Time: 4813.96 ms [2021-05-12 04:47:36 main:574] : INFO : Epoch 1873 | loss: 0.0311031 | val_loss: 0.031192 | Time: 4714.23 ms [2021-05-12 04:47:41 main:574] : INFO : Epoch 1874 | loss: 0.031106 | val_loss: 0.0311837 | Time: 4800.89 ms [2021-05-12 04:47:46 main:574] : INFO : Epoch 1875 | loss: 0.0311036 | val_loss: 0.0311873 | Time: 4809.52 ms [2021-05-12 04:47:51 main:574] : INFO : Epoch 1876 | loss: 0.0311015 | val_loss: 0.0311831 | Time: 4931.8 ms [2021-05-12 04:47:56 main:574] : INFO : Epoch 1877 | loss: 0.0311011 | val_loss: 0.0311926 | Time: 4941.87 ms [2021-05-12 04:48:00 main:574] : INFO : Epoch 1878 | loss: 0.0311032 | val_loss: 0.0311883 | Time: 4869.18 ms [2021-05-12 04:48:05 main:574] : INFO : Epoch 1879 | loss: 0.031101 | val_loss: 0.0311934 | Time: 4945.88 ms [2021-05-12 04:48:10 main:574] : INFO : Epoch 1880 | loss: 0.0310994 | val_loss: 0.0311862 | Time: 4760 ms [2021-05-12 04:48:15 main:574] : INFO : Epoch 1881 | loss: 0.0311012 | val_loss: 0.0311852 | Time: 4839.55 ms [2021-05-12 04:48:20 main:574] : INFO : Epoch 1882 | loss: 0.0311001 | val_loss: 0.0311907 | Time: 4889.06 ms [2021-05-12 04:48:25 main:574] : INFO : Epoch 1883 | loss: 0.0311034 | val_loss: 0.0311917 | Time: 4777.22 ms [2021-05-12 04:48:30 main:574] : INFO : Epoch 1884 | loss: 0.031107 | val_loss: 0.0311915 | Time: 4805.98 ms [2021-05-12 04:48:35 main:574] : INFO : Epoch 1885 | loss: 0.0310997 | val_loss: 0.0311953 | Time: 4678.44 ms [2021-05-12 04:48:40 main:574] : INFO : Epoch 1886 | loss: 0.0311 | val_loss: 0.0311892 | Time: 4918.86 ms [2021-05-12 04:48:44 main:574] : INFO : Epoch 1887 | loss: 0.0310989 | val_loss: 0.0311994 | Time: 4780.6 ms [2021-05-12 04:48:49 main:574] : INFO : Epoch 1888 | loss: 0.0310994 | val_loss: 0.0311951 | Time: 4872.23 ms [2021-05-12 04:48:55 main:574] : INFO : Epoch 1889 | loss: 0.0311065 | val_loss: 0.0311888 | Time: 5140.28 ms [2021-05-12 04:48:59 main:574] : INFO : Epoch 1890 | loss: 0.0311002 | val_loss: 0.0311992 | Time: 4827.39 ms [2021-05-12 04:49:04 main:574] : INFO : Epoch 1891 | loss: 0.0310948 | val_loss: 0.0311839 | Time: 4732.04 ms [2021-05-12 04:49:09 main:574] : INFO : Epoch 1892 | loss: 0.0310954 | val_loss: 0.0311915 | Time: 4850.91 ms [2021-05-12 04:49:13 main:574] : INFO : Epoch 1893 | loss: 0.0311001 | val_loss: 0.0311895 | Time: 3861.72 ms [2021-05-12 04:49:18 main:574] : INFO : Epoch 1894 | loss: 0.0311037 | val_loss: 0.0311824 | Time: 4914.83 ms [2021-05-12 04:49:23 main:574] : INFO : Epoch 1895 | loss: 0.0310999 | val_loss: 0.0311877 | Time: 4860.74 ms [2021-05-12 04:49:28 main:574] : INFO : Epoch 1896 | loss: 0.0311023 | val_loss: 0.0311891 | Time: 4926.45 ms [2021-05-12 04:49:33 main:574] : INFO : Epoch 1897 | loss: 0.0311017 | val_loss: 0.0311942 | Time: 4919.79 ms [2021-05-12 04:49:38 main:574] : INFO : Epoch 1898 | loss: 0.0310959 | val_loss: 0.0311843 | Time: 4956.34 ms [2021-05-12 04:49:43 main:574] : INFO : Epoch 1899 | loss: 0.0310999 | val_loss: 0.031195 | Time: 4937.57 ms [2021-05-12 04:49:48 main:574] : INFO : Epoch 1900 | loss: 0.031101 | val_loss: 0.0311974 | Time: 4928.02 ms [2021-05-12 04:49:53 main:574] : INFO : Epoch 1901 | loss: 0.0310976 | val_loss: 0.0311858 | Time: 4824.73 ms [2021-05-12 04:49:58 main:574] : INFO : Epoch 1902 | loss: 0.0310957 | val_loss: 0.0311884 | Time: 4854.13 ms [2021-05-12 04:50:03 main:574] : INFO : Epoch 1903 | loss: 0.0310967 | val_loss: 0.0312034 | Time: 4806.69 ms [2021-05-12 04:50:08 main:574] : INFO : Epoch 1904 | loss: 0.0310974 | val_loss: 0.031198 | Time: 4871.84 ms [2021-05-12 04:50:12 main:574] : INFO : Epoch 1905 | loss: 0.0310982 | val_loss: 0.0311914 | Time: 4831.3 ms [2021-05-12 04:50:17 main:574] : INFO : Epoch 1906 | loss: 0.0310971 | val_loss: 0.0311952 | Time: 4825.09 ms [2021-05-12 04:50:22 main:574] : INFO : Epoch 1907 | loss: 0.0310971 | val_loss: 0.0311989 | Time: 4871.35 ms [2021-05-12 04:50:27 main:574] : INFO : Epoch 1908 | loss: 0.0310984 | val_loss: 0.0311938 | Time: 4775.18 ms [2021-05-12 04:50:32 main:574] : INFO : Epoch 1909 | loss: 0.0310985 | val_loss: 0.0311906 | Time: 4954.21 ms [2021-05-12 04:50:37 main:574] : INFO : Epoch 1910 | loss: 0.0310959 | val_loss: 0.0311881 | Time: 4845.56 ms [2021-05-12 04:50:42 main:574] : INFO : Epoch 1911 | loss: 0.0310951 | val_loss: 0.0311955 | Time: 4864.39 ms [2021-05-12 04:50:47 main:574] : INFO : Epoch 1912 | loss: 0.0311003 | val_loss: 0.0311924 | Time: 4922.6 ms [2021-05-12 04:50:52 main:574] : INFO : Epoch 1913 | loss: 0.0311014 | val_loss: 0.0311939 | Time: 4891.29 ms [2021-05-12 04:50:57 main:574] : INFO : Epoch 1914 | loss: 0.031099 | val_loss: 0.0312081 | Time: 5075.6 ms [2021-05-12 04:51:02 main:574] : INFO : Epoch 1915 | loss: 0.0311004 | val_loss: 0.031209 | Time: 4970.08 ms [2021-05-12 04:51:07 main:574] : INFO : Epoch 1916 | loss: 0.0310981 | val_loss: 0.0311923 | Time: 4793.53 ms [2021-05-12 04:51:12 main:574] : INFO : Epoch 1917 | loss: 0.0310983 | val_loss: 0.0311912 | Time: 4954.22 ms [2021-05-12 04:51:17 main:574] : INFO : Epoch 1918 | loss: 0.0310955 | val_loss: 0.0311886 | Time: 4969.36 ms [2021-05-12 04:51:22 main:574] : INFO : Epoch 1919 | loss: 0.0310943 | val_loss: 0.0311988 | Time: 4919.49 ms [2021-05-12 04:51:27 main:574] : INFO : Epoch 1920 | loss: 0.0311006 | val_loss: 0.0311892 | Time: 4865.47 ms [2021-05-12 04:51:32 main:574] : INFO : Epoch 1921 | loss: 0.0310959 | val_loss: 0.0311946 | Time: 4901.79 ms [2021-05-12 04:51:37 main:574] : INFO : Epoch 1922 | loss: 0.0310945 | val_loss: 0.0311891 | Time: 4850.69 ms [2021-05-12 04:51:42 main:574] : INFO : Epoch 1923 | loss: 0.031094 | val_loss: 0.0311902 | Time: 4803.38 ms [2021-05-12 04:51:47 main:574] : INFO : Epoch 1924 | loss: 0.0310928 | val_loss: 0.031209 | Time: 4959.48 ms [2021-05-12 04:51:52 main:574] : INFO : Epoch 1925 | loss: 0.0310948 | val_loss: 0.0311928 | Time: 5153.1 ms [2021-05-12 04:51:57 main:574] : INFO : Epoch 1926 | loss: 0.031091 | val_loss: 0.0312001 | Time: 4863.86 ms [2021-05-12 04:52:02 main:574] : INFO : Epoch 1927 | loss: 0.0310893 | val_loss: 0.0311886 | Time: 4894.77 ms [2021-05-12 04:52:07 main:574] : INFO : Epoch 1928 | loss: 0.0310906 | val_loss: 0.0311905 | Time: 4904.96 ms [2021-05-12 04:52:12 main:574] : INFO : Epoch 1929 | loss: 0.0310974 | val_loss: 0.0311982 | Time: 4862.8 ms [2021-05-12 04:52:17 main:574] : INFO : Epoch 1930 | loss: 0.0310994 | val_loss: 0.0312063 | Time: 4824.75 ms [2021-05-12 04:52:22 main:574] : INFO : Epoch 1931 | loss: 0.0310952 | val_loss: 0.0311859 | Time: 4759.08 ms [2021-05-12 04:52:27 main:574] : INFO : Epoch 1932 | loss: 0.0310921 | val_loss: 0.0311879 | Time: 4816.46 ms [2021-05-12 04:52:31 main:574] : INFO : Epoch 1933 | loss: 0.0310909 | val_loss: 0.031196 | Time: 4882.99 ms [2021-05-12 04:52:37 main:574] : INFO : Epoch 1934 | loss: 0.0310917 | val_loss: 0.0311918 | Time: 4977.47 ms [2021-05-12 04:52:42 main:574] : INFO : Epoch 1935 | loss: 0.0310924 | val_loss: 0.0311981 | Time: 4900.07 ms [2021-05-12 04:52:46 main:574] : INFO : Epoch 1936 | loss: 0.031092 | val_loss: 0.0312033 | Time: 4740.18 ms [2021-05-12 04:52:51 main:574] : INFO : Epoch 1937 | loss: 0.0310952 | val_loss: 0.0312003 | Time: 4849.85 ms [2021-05-12 04:52:56 main:574] : INFO : Epoch 1938 | loss: 0.0310937 | val_loss: 0.0311869 | Time: 4823.25 ms [2021-05-12 04:53:01 main:574] : INFO : Epoch 1939 | loss: 0.0310958 | val_loss: 0.0311888 | Time: 4811.67 ms [2021-05-12 04:53:06 main:574] : INFO : Epoch 1940 | loss: 0.031102 | val_loss: 0.0311866 | Time: 4848.42 ms [2021-05-12 04:53:11 main:574] : INFO : Epoch 1941 | loss: 0.0311044 | val_loss: 0.0311928 | Time: 4797.08 ms [2021-05-12 04:53:16 main:574] : INFO : Epoch 1942 | loss: 0.0311004 | val_loss: 0.0312026 | Time: 4810.93 ms [2021-05-12 04:53:21 main:574] : INFO : Epoch 1943 | loss: 0.0310952 | val_loss: 0.0311926 | Time: 4937.66 ms [2021-05-12 04:53:26 main:574] : INFO : Epoch 1944 | loss: 0.0310998 | val_loss: 0.0311994 | Time: 4776.6 ms [2021-05-12 04:53:31 main:574] : INFO : Epoch 1945 | loss: 0.0311001 | val_loss: 0.0311938 | Time: 4831.76 ms [2021-05-12 04:53:35 main:574] : INFO : Epoch 1946 | loss: 0.0310986 | val_loss: 0.0311967 | Time: 4797.61 ms [2021-05-12 04:53:40 main:574] : INFO : Epoch 1947 | loss: 0.0310951 | val_loss: 0.0311921 | Time: 4900.02 ms [2021-05-12 04:53:45 main:574] : INFO : Epoch 1948 | loss: 0.0310967 | val_loss: 0.0311905 | Time: 4858.27 ms [2021-05-12 04:53:50 main:574] : INFO : Epoch 1949 | loss: 0.0310952 | val_loss: 0.0311902 | Time: 4821.24 ms [2021-05-12 04:53:55 main:574] : INFO : Epoch 1950 | loss: 0.0310958 | val_loss: 0.0311984 | Time: 4778.79 ms [2021-05-12 04:54:00 main:574] : INFO : Epoch 1951 | loss: 0.0310973 | val_loss: 0.0311937 | Time: 4783.24 ms [2021-05-12 04:54:05 main:574] : INFO : Epoch 1952 | loss: 0.0311023 | val_loss: 0.0311908 | Time: 4880.7 ms [2021-05-12 04:54:10 main:574] : INFO : Epoch 1953 | loss: 0.0310943 | val_loss: 0.0311902 | Time: 4839.44 ms [2021-05-12 04:54:15 main:574] : INFO : Epoch 1954 | loss: 0.0310958 | val_loss: 0.0311898 | Time: 4758.01 ms [2021-05-12 04:54:19 main:574] : INFO : Epoch 1955 | loss: 0.0310948 | val_loss: 0.0311979 | Time: 4781.66 ms [2021-05-12 04:54:24 main:574] : INFO : Epoch 1956 | loss: 0.031093 | val_loss: 0.0311955 | Time: 4866.16 ms [2021-05-12 04:54:29 main:574] : INFO : Epoch 1957 | loss: 0.0310895 | val_loss: 0.031195 | Time: 4843.63 ms [2021-05-12 04:54:34 main:574] : INFO : Epoch 1958 | loss: 0.0310934 | val_loss: 0.0311972 | Time: 4815.31 ms [2021-05-12 04:54:39 main:574] : INFO : Epoch 1959 | loss: 0.0310955 | val_loss: 0.0311896 | Time: 4848.54 ms [2021-05-12 04:54:44 main:574] : INFO : Epoch 1960 | loss: 0.0310922 | val_loss: 0.0312046 | Time: 4941.2 ms [2021-05-12 04:54:49 main:574] : INFO : Epoch 1961 | loss: 0.0310888 | val_loss: 0.031189 | Time: 5062.31 ms [2021-05-12 04:54:54 main:574] : INFO : Epoch 1962 | loss: 0.0310954 | val_loss: 0.031203 | Time: 4851.81 ms [2021-05-12 04:54:59 main:574] : INFO : Epoch 1963 | loss: 0.0310963 | val_loss: 0.0312082 | Time: 4799.38 ms [2021-05-12 04:55:04 main:574] : INFO : Epoch 1964 | loss: 0.0310944 | val_loss: 0.0311974 | Time: 4993.14 ms [2021-05-12 04:55:09 main:574] : INFO : Epoch 1965 | loss: 0.0311064 | val_loss: 0.0311861 | Time: 4879.51 ms [2021-05-12 04:55:14 main:574] : INFO : Epoch 1966 | loss: 0.0311149 | val_loss: 0.0311868 | Time: 4971.11 ms [2021-05-12 04:55:19 main:574] : INFO : Epoch 1967 | loss: 0.0311089 | val_loss: 0.0311872 | Time: 4882.46 ms [2021-05-12 04:55:24 main:574] : INFO : Epoch 1968 | loss: 0.0311001 | val_loss: 0.0311847 | Time: 4935.91 ms [2021-05-12 04:55:29 main:574] : INFO : Epoch 1969 | loss: 0.0311004 | val_loss: 0.0311814 | Time: 5021.49 ms [2021-05-12 04:55:34 main:574] : INFO : Epoch 1970 | loss: 0.031097 | val_loss: 0.0311982 | Time: 5002.84 ms [2021-05-12 04:55:39 main:574] : INFO : Epoch 1971 | loss: 0.0311108 | val_loss: 0.0312014 | Time: 4957.2 ms [2021-05-12 04:55:44 main:574] : INFO : Epoch 1972 | loss: 0.0311129 | val_loss: 0.0311896 | Time: 4901.01 ms [2021-05-12 04:55:49 main:574] : INFO : Epoch 1973 | loss: 0.0311025 | val_loss: 0.0311961 | Time: 4827.87 ms [2021-05-12 04:55:54 main:574] : INFO : Epoch 1974 | loss: 0.0310937 | val_loss: 0.0312012 | Time: 4915.37 ms [2021-05-12 04:56:00 main:574] : INFO : Epoch 1975 | loss: 0.0310945 | val_loss: 0.0311979 | Time: 5317.65 ms [2021-05-12 04:56:05 main:574] : INFO : Epoch 1976 | loss: 0.0310947 | val_loss: 0.0312007 | Time: 5103.43 ms [2021-05-12 04:56:10 main:574] : INFO : Epoch 1977 | loss: 0.0310944 | val_loss: 0.0311927 | Time: 4846.61 ms [2021-05-12 04:56:15 main:574] : INFO : Epoch 1978 | loss: 0.0310923 | val_loss: 0.0311888 | Time: 4897.38 ms [2021-05-12 04:56:20 main:574] : INFO : Epoch 1979 | loss: 0.0310886 | val_loss: 0.0311891 | Time: 5026.1 ms [2021-05-12 04:56:25 main:574] : INFO : Epoch 1980 | loss: 0.0310938 | val_loss: 0.0311917 | Time: 4945.58 ms [2021-05-12 04:56:30 main:574] : INFO : Epoch 1981 | loss: 0.0310949 | val_loss: 0.0311952 | Time: 4677.69 ms [2021-05-12 04:56:35 main:574] : INFO : Epoch 1982 | loss: 0.031089 | val_loss: 0.0311908 | Time: 4832.95 ms [2021-05-12 04:56:40 main:574] : INFO : Epoch 1983 | loss: 0.0310907 | val_loss: 0.0311995 | Time: 4970.13 ms [2021-05-12 04:56:45 main:574] : INFO : Epoch 1984 | loss: 0.0310942 | val_loss: 0.0311921 | Time: 4935.87 ms [2021-05-12 04:56:50 main:574] : INFO : Epoch 1985 | loss: 0.0310902 | val_loss: 0.0311969 | Time: 4901.82 ms [2021-05-12 04:56:55 main:574] : INFO : Epoch 1986 | loss: 0.0310927 | val_loss: 0.0311958 | Time: 4978.75 ms [2021-05-12 04:57:00 main:574] : INFO : Epoch 1987 | loss: 0.0310893 | val_loss: 0.0311958 | Time: 4873.81 ms [2021-05-12 04:57:05 main:574] : INFO : Epoch 1988 | loss: 0.0310888 | val_loss: 0.0311967 | Time: 4876.32 ms [2021-05-12 04:57:10 main:574] : INFO : Epoch 1989 | loss: 0.0310862 | val_loss: 0.0311953 | Time: 4974.17 ms [2021-05-12 04:57:15 main:574] : INFO : Epoch 1990 | loss: 0.0310935 | val_loss: 0.0311938 | Time: 4943.73 ms [2021-05-12 04:57:20 main:574] : INFO : Epoch 1991 | loss: 0.0310937 | val_loss: 0.0311975 | Time: 4884.23 ms [2021-05-12 04:57:25 main:574] : INFO : Epoch 1992 | loss: 0.0310933 | val_loss: 0.0311976 | Time: 4806.42 ms [2021-05-12 04:57:30 main:574] : INFO : Epoch 1993 | loss: 0.0310904 | val_loss: 0.0312031 | Time: 5019.74 ms [2021-05-12 04:57:35 main:574] : INFO : Epoch 1994 | loss: 0.0310931 | val_loss: 0.0311977 | Time: 4908.19 ms [2021-05-12 04:57:40 main:574] : INFO : Epoch 1995 | loss: 0.0310925 | val_loss: 0.0311976 | Time: 4968.18 ms [2021-05-12 04:57:45 main:574] : INFO : Epoch 1996 | loss: 0.0310907 | val_loss: 0.0311887 | Time: 5053.88 ms [2021-05-12 04:57:50 main:574] : INFO : Epoch 1997 | loss: 0.0310874 | val_loss: 0.0312 | Time: 4962.5 ms [2021-05-12 04:57:55 main:574] : INFO : Epoch 1998 | loss: 0.0310873 | val_loss: 0.0311946 | Time: 4798.91 ms [2021-05-12 04:58:00 main:574] : INFO : Epoch 1999 | loss: 0.0310932 | val_loss: 0.0312044 | Time: 4773.72 ms [2021-05-12 04:58:05 main:574] : INFO : Epoch 2000 | loss: 0.0311218 | val_loss: 0.0311758 | Time: 4851.13 ms [2021-05-12 04:58:10 main:574] : INFO : Epoch 2001 | loss: 0.0311233 | val_loss: 0.0311831 | Time: 4843.49 ms [2021-05-12 04:58:15 main:574] : INFO : Epoch 2002 | loss: 0.0311163 | val_loss: 0.0311814 | Time: 4849.29 ms [2021-05-12 04:58:20 main:574] : INFO : Epoch 2003 | loss: 0.0311171 | val_loss: 0.0311771 | Time: 4858.24 ms [2021-05-12 04:58:24 main:574] : INFO : Epoch 2004 | loss: 0.031118 | val_loss: 0.0311763 | Time: 4845.13 ms [2021-05-12 04:58:29 main:574] : INFO : Epoch 2005 | loss: 0.0311125 | val_loss: 0.0311876 | Time: 4784.34 ms [2021-05-12 04:58:34 main:574] : INFO : Epoch 2006 | loss: 0.0311048 | val_loss: 0.0311833 | Time: 4864.67 ms [2021-05-12 04:58:39 main:574] : INFO : Epoch 2007 | loss: 0.0311001 | val_loss: 0.0311943 | Time: 4828.96 ms [2021-05-12 04:58:44 main:574] : INFO : Epoch 2008 | loss: 0.031098 | val_loss: 0.0311906 | Time: 4914.3 ms [2021-05-12 04:58:49 main:574] : INFO : Epoch 2009 | loss: 0.0310973 | val_loss: 0.0312098 | Time: 4903.11 ms [2021-05-12 04:58:54 main:574] : INFO : Epoch 2010 | loss: 0.0310923 | val_loss: 0.0311992 | Time: 4853.05 ms [2021-05-12 04:58:59 main:574] : INFO : Epoch 2011 | loss: 0.0310909 | val_loss: 0.0311955 | Time: 4855.47 ms [2021-05-12 04:59:04 main:574] : INFO : Epoch 2012 | loss: 0.0310958 | val_loss: 0.0311977 | Time: 4803.36 ms [2021-05-12 04:59:09 main:574] : INFO : Epoch 2013 | loss: 0.0310965 | val_loss: 0.0311923 | Time: 4831.29 ms [2021-05-12 04:59:14 main:574] : INFO : Epoch 2014 | loss: 0.0310935 | val_loss: 0.0311898 | Time: 4896.77 ms [2021-05-12 04:59:19 main:574] : INFO : Epoch 2015 | loss: 0.0310948 | val_loss: 0.0311854 | Time: 4925.94 ms [2021-05-12 04:59:24 main:574] : INFO : Epoch 2016 | loss: 0.0311039 | val_loss: 0.0311851 | Time: 4824.34 ms [2021-05-12 04:59:29 main:574] : INFO : Epoch 2017 | loss: 0.0311034 | val_loss: 0.0312086 | Time: 4877.46 ms [2021-05-12 04:59:34 main:574] : INFO : Epoch 2018 | loss: 0.0310987 | val_loss: 0.0311899 | Time: 4841.24 ms [2021-05-12 04:59:39 main:574] : INFO : Epoch 2019 | loss: 0.0310971 | val_loss: 0.0311969 | Time: 4860.72 ms [2021-05-12 04:59:43 main:574] : INFO : Epoch 2020 | loss: 0.0310943 | val_loss: 0.0312063 | Time: 4797.89 ms [2021-05-12 04:59:48 main:574] : INFO : Epoch 2021 | loss: 0.031091 | val_loss: 0.0311963 | Time: 4860.5 ms [2021-05-12 04:59:53 main:574] : INFO : Epoch 2022 | loss: 0.0310917 | val_loss: 0.0311971 | Time: 4883.33 ms [2021-05-12 04:59:58 main:574] : INFO : Epoch 2023 | loss: 0.0310925 | val_loss: 0.0311936 | Time: 4966.52 ms [2021-05-12 05:00:03 main:574] : INFO : Epoch 2024 | loss: 0.0310893 | val_loss: 0.0311973 | Time: 4832.03 ms [2021-05-12 05:00:08 main:574] : INFO : Epoch 2025 | loss: 0.0310876 | val_loss: 0.0312073 | Time: 4842.59 ms [2021-05-12 05:00:13 main:574] : INFO : Epoch 2026 | loss: 0.0310919 | val_loss: 0.0311897 | Time: 4865.01 ms [2021-05-12 05:00:18 main:574] : INFO : Epoch 2027 | loss: 0.031093 | val_loss: 0.031205 | Time: 4698.32 ms [2021-05-12 05:00:23 main:574] : INFO : Epoch 2028 | loss: 0.0310897 | val_loss: 0.0311951 | Time: 4796.46 ms [2021-05-12 05:00:28 main:574] : INFO : Epoch 2029 | loss: 0.0310897 | val_loss: 0.0311995 | Time: 4866.16 ms [2021-05-12 05:00:32 main:574] : INFO : Epoch 2030 | loss: 0.031093 | val_loss: 0.0311926 | Time: 4850.74 ms [2021-05-12 05:00:37 main:574] : INFO : Epoch 2031 | loss: 0.0311027 | val_loss: 0.0311995 | Time: 4940.52 ms [2021-05-12 05:00:43 main:574] : INFO : Epoch 2032 | loss: 0.0310908 | val_loss: 0.0312022 | Time: 4909.26 ms [2021-05-12 05:00:47 main:574] : INFO : Epoch 2033 | loss: 0.0310907 | val_loss: 0.0312027 | Time: 4689.17 ms [2021-05-12 05:00:52 main:574] : INFO : Epoch 2034 | loss: 0.0310957 | val_loss: 0.0311973 | Time: 4983.6 ms [2021-05-12 05:00:57 main:574] : INFO : Epoch 2035 | loss: 0.0310936 | val_loss: 0.0312074 | Time: 4995.6 ms [2021-05-12 05:01:02 main:574] : INFO : Epoch 2036 | loss: 0.0310936 | val_loss: 0.0311986 | Time: 4945.58 ms [2021-05-12 05:01:07 main:574] : INFO : Epoch 2037 | loss: 0.0310906 | val_loss: 0.0311858 | Time: 4782 ms [2021-05-12 05:01:12 main:574] : INFO : Epoch 2038 | loss: 0.0310911 | val_loss: 0.0312084 | Time: 4885.39 ms [2021-05-12 05:01:17 main:574] : INFO : Epoch 2039 | loss: 0.0311195 | val_loss: 0.0311832 | Time: 4701.38 ms [2021-05-12 05:01:22 main:574] : INFO : Epoch 2040 | loss: 0.0311213 | val_loss: 0.0311827 | Time: 4714.15 ms [2021-05-12 05:01:26 main:574] : INFO : Epoch 2041 | loss: 0.0311081 | val_loss: 0.0312012 | Time: 4657.19 ms [2021-05-12 05:01:31 main:574] : INFO : Epoch 2042 | loss: 0.0311036 | val_loss: 0.0311952 | Time: 4966.44 ms [2021-05-12 05:01:36 main:574] : INFO : Epoch 2043 | loss: 0.0311025 | val_loss: 0.031195 | Time: 4802.6 ms [2021-05-12 05:01:41 main:574] : INFO : Epoch 2044 | loss: 0.0311003 | val_loss: 0.0311924 | Time: 4816.17 ms [2021-05-12 05:01:46 main:574] : INFO : Epoch 2045 | loss: 0.0310982 | val_loss: 0.0311966 | Time: 4811.84 ms [2021-05-12 05:01:51 main:574] : INFO : Epoch 2046 | loss: 0.0310905 | val_loss: 0.0312021 | Time: 4789.92 ms [2021-05-12 05:01:56 main:574] : INFO : Epoch 2047 | loss: 0.0310869 | val_loss: 0.0311993 | Time: 4841.61 ms [2021-05-12 05:02:01 main:574] : INFO : Epoch 2048 | loss: 0.0310884 | val_loss: 0.0311957 | Time: 4848.28 ms [2021-05-12 05:02:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311957 [2021-05-12 05:02:01 main:603] : INFO : Saving end state to config to file [2021-05-12 05:02:01 main:608] : INFO : Success, exiting.. 05:02:01 (4736): 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)