Task 7600642
| Name | ParityModified-1631731157-26905-1_1 |
| Workunit | 5107641 |
| Created | 26 Sep 2021, 7:11:47 UTC |
| Sent | 26 Sep 2021, 8:58:35 UTC |
| Report deadline | 3 Oct 2021, 8:58:35 UTC |
| Received | 26 Sep 2021, 12:29:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 2 hours 57 min 3 sec |
| CPU time | 2 hours 48 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311939 | val_loss: 0.0311998 | Time: 4988.42 ms
[2021-09-26 06:14:24 main:574] : INFO : Epoch 1543 | loss: 0.0311954 | val_loss: 0.031201 | Time: 5034.22 ms
[2021-09-26 06:14:29 main:574] : INFO : Epoch 1544 | loss: 0.031195 | val_loss: 0.0311999 | Time: 5012.3 ms
[2021-09-26 06:14:34 main:574] : INFO : Epoch 1545 | loss: 0.0311938 | val_loss: 0.0311985 | Time: 5099.4 ms
[2021-09-26 06:14:40 main:574] : INFO : Epoch 1546 | loss: 0.0311931 | val_loss: 0.0311995 | Time: 5308.94 ms
[2021-09-26 06:14:45 main:574] : INFO : Epoch 1547 | loss: 0.0311936 | val_loss: 0.0312006 | Time: 5174.31 ms
[2021-09-26 06:14:50 main:574] : INFO : Epoch 1548 | loss: 0.0311923 | val_loss: 0.0312008 | Time: 5034.56 ms
[2021-09-26 06:14:55 main:574] : INFO : Epoch 1549 | loss: 0.0311902 | val_loss: 0.0312005 | Time: 5140.85 ms
[2021-09-26 06:15:00 main:574] : INFO : Epoch 1550 | loss: 0.031191 | val_loss: 0.0311996 | Time: 5230.41 ms
[2021-09-26 06:15:05 main:574] : INFO : Epoch 1551 | loss: 0.0311904 | val_loss: 0.0312004 | Time: 5157.95 ms
[2021-09-26 06:15:11 main:574] : INFO : Epoch 1552 | loss: 0.0311902 | val_loss: 0.031199 | Time: 5386.27 ms
[2021-09-26 06:15:16 main:574] : INFO : Epoch 1553 | loss: 0.0311909 | val_loss: 0.0312006 | Time: 5286.97 ms
[2021-09-26 06:15:22 main:574] : INFO : Epoch 1554 | loss: 0.0311888 | val_loss: 0.031204 | Time: 5454.92 ms
[2021-09-26 06:15:27 main:574] : INFO : Epoch 1555 | loss: 0.0311885 | val_loss: 0.0311995 | Time: 5400.88 ms
[2021-09-26 06:15:32 main:574] : INFO : Epoch 1556 | loss: 0.0311874 | val_loss: 0.0311994 | Time: 5513.94 ms
[2021-09-26 06:15:38 main:574] : INFO : Epoch 1557 | loss: 0.0311905 | val_loss: 0.0312018 | Time: 5105.84 ms
[2021-09-26 06:15:43 main:574] : INFO : Epoch 1558 | loss: 0.0311917 | val_loss: 0.0312007 | Time: 5246.83 ms
[2021-09-26 06:15:48 main:574] : INFO : Epoch 1559 | loss: 0.031191 | val_loss: 0.0311982 | Time: 5082.77 ms
[2021-09-26 06:15:53 main:574] : INFO : Epoch 1560 | loss: 0.0311915 | val_loss: 0.0312016 | Time: 5069.03 ms
[2021-09-26 06:15:58 main:574] : INFO : Epoch 1561 | loss: 0.0311915 | val_loss: 0.0312003 | Time: 5320.77 ms
[2021-09-26 06:16:03 main:574] : INFO : Epoch 1562 | loss: 0.0311901 | val_loss: 0.0311976 | Time: 5135.12 ms
[2021-09-26 06:16:09 main:574] : INFO : Epoch 1563 | loss: 0.0311883 | val_loss: 0.0312003 | Time: 5095.11 ms
[2021-09-26 06:16:14 main:574] : INFO : Epoch 1564 | loss: 0.0311883 | val_loss: 0.031199 | Time: 5161.53 ms
[2021-09-26 06:16:19 main:574] : INFO : Epoch 1565 | loss: 0.0311886 | val_loss: 0.0312005 | Time: 5056.2 ms
[2021-09-26 06:16:24 main:574] : INFO : Epoch 1566 | loss: 0.0311885 | val_loss: 0.0311998 | Time: 5199.4 ms
[2021-09-26 06:16:29 main:574] : INFO : Epoch 1567 | loss: 0.0311883 | val_loss: 0.0312015 | Time: 5239.68 ms
[2021-09-26 06:16:34 main:574] : INFO : Epoch 1568 | loss: 0.0311894 | val_loss: 0.031203 | Time: 5199.45 ms
[2021-09-26 06:16:40 main:574] : INFO : Epoch 1569 | loss: 0.03119 | val_loss: 0.0312023 | Time: 5297.9 ms
[2021-09-26 06:16:45 main:574] : INFO : Epoch 1570 | loss: 0.0311875 | val_loss: 0.0312009 | Time: 5236.67 ms
[2021-09-26 06:16:50 main:574] : INFO : Epoch 1571 | loss: 0.0311881 | val_loss: 0.0312093 | Time: 5258.25 ms
[2021-09-26 06:16:55 main:574] : INFO : Epoch 1572 | loss: 0.0311883 | val_loss: 0.0312001 | Time: 5043.33 ms
[2021-09-26 06:17:00 main:574] : INFO : Epoch 1573 | loss: 0.031186 | val_loss: 0.0311991 | Time: 5070.32 ms
[2021-09-26 06:17:06 main:574] : INFO : Epoch 1574 | loss: 0.0311855 | val_loss: 0.0312011 | Time: 5212.66 ms
[2021-09-26 06:17:11 main:574] : INFO : Epoch 1575 | loss: 0.0311854 | val_loss: 0.0311994 | Time: 5274.4 ms
[2021-09-26 06:17:16 main:574] : INFO : Epoch 1576 | loss: 0.0311856 | val_loss: 0.0312 | Time: 5027.66 ms
[2021-09-26 06:17:21 main:574] : INFO : Epoch 1577 | loss: 0.0311855 | val_loss: 0.0312011 | Time: 5163.66 ms
[2021-09-26 06:17:26 main:574] : INFO : Epoch 1578 | loss: 0.0311856 | val_loss: 0.0311981 | Time: 5014.28 ms
[2021-09-26 06:17:31 main:574] : INFO : Epoch 1579 | loss: 0.0311884 | val_loss: 0.0312063 | Time: 5181.9 ms
[2021-09-26 06:17:36 main:574] : INFO : Epoch 1580 | loss: 0.0311863 | val_loss: 0.0312002 | Time: 5104.5 ms
[2021-09-26 06:17:42 main:574] : INFO : Epoch 1581 | loss: 0.0311854 | val_loss: 0.0312011 | Time: 5147.24 ms
[2021-09-26 06:17:47 main:574] : INFO : Epoch 1582 | loss: 0.0311847 | val_loss: 0.0312056 | Time: 5002.28 ms
[2021-09-26 06:17:52 main:574] : INFO : Epoch 1583 | loss: 0.0311857 | val_loss: 0.0311984 | Time: 5039.13 ms
[2021-09-26 06:17:57 main:574] : INFO : Epoch 1584 | loss: 0.0311857 | val_loss: 0.0312011 | Time: 5271.25 ms
[2021-09-26 06:18:02 main:574] : INFO : Epoch 1585 | loss: 0.0311859 | val_loss: 0.031201 | Time: 4923.69 ms
[2021-09-26 06:18:07 main:574] : INFO : Epoch 1586 | loss: 0.0311855 | val_loss: 0.0311998 | Time: 5312.74 ms
[2021-09-26 06:18:12 main:574] : INFO : Epoch 1587 | loss: 0.0311841 | val_loss: 0.0312016 | Time: 5167.27 ms
[2021-09-26 06:18:17 main:574] : INFO : Epoch 1588 | loss: 0.031186 | val_loss: 0.0312009 | Time: 4966.41 ms
[2021-09-26 06:18:22 main:574] : INFO : Epoch 1589 | loss: 0.031185 | val_loss: 0.0311991 | Time: 5110.16 ms
[2021-09-26 06:18:28 main:574] : INFO : Epoch 1590 | loss: 0.031184 | val_loss: 0.0311976 | Time: 5217.93 ms
[2021-09-26 06:18:33 main:574] : INFO : Epoch 1591 | loss: 0.0311828 | val_loss: 0.031198 | Time: 5310.16 ms
[2021-09-26 06:18:38 main:574] : INFO : Epoch 1592 | loss: 0.0311829 | val_loss: 0.0311986 | Time: 5303.35 ms
[2021-09-26 06:18:43 main:574] : INFO : Epoch 1593 | loss: 0.0311834 | val_loss: 0.0312013 | Time: 5008.73 ms
[2021-09-26 06:18:48 main:574] : INFO : Epoch 1594 | loss: 0.0311838 | val_loss: 0.0312072 | Time: 5219.28 ms
[2021-09-26 06:18:54 main:574] : INFO : Epoch 1595 | loss: 0.0311834 | val_loss: 0.0311995 | Time: 5254.05 ms
[2021-09-26 06:18:59 main:574] : INFO : Epoch 1596 | loss: 0.0311825 | val_loss: 0.0312019 | Time: 5151.97 ms
[2021-09-26 06:19:04 main:574] : INFO : Epoch 1597 | loss: 0.0311818 | val_loss: 0.0311994 | Time: 5092.35 ms
[2021-09-26 06:19:09 main:574] : INFO : Epoch 1598 | loss: 0.0311821 | val_loss: 0.0311981 | Time: 5452.64 ms
[2021-09-26 06:19:15 main:574] : INFO : Epoch 1599 | loss: 0.0311825 | val_loss: 0.0311991 | Time: 5203.03 ms
[2021-09-26 06:19:20 main:574] : INFO : Epoch 1600 | loss: 0.0311844 | val_loss: 0.0312008 | Time: 5196.68 ms
[2021-09-26 06:19:25 main:574] : INFO : Epoch 1601 | loss: 0.0311839 | val_loss: 0.0312052 | Time: 5163.86 ms
[2021-09-26 06:19:30 main:574] : INFO : Epoch 1602 | loss: 0.0311869 | val_loss: 0.0312068 | Time: 5417.56 ms
[2021-09-26 06:19:36 main:574] : INFO : Epoch 1603 | loss: 0.0312089 | val_loss: 0.0312192 | Time: 5309.32 ms
[2021-09-26 06:19:41 main:574] : INFO : Epoch 1604 | loss: 0.0351525 | val_loss: 0.0425378 | Time: 5052.24 ms
[2021-09-26 06:19:46 main:574] : INFO : Epoch 1605 | loss: 0.0443335 | val_loss: 0.0321183 | Time: 5063.28 ms
[2021-09-26 06:19:51 main:574] : INFO : Epoch 1606 | loss: 0.03234 | val_loss: 0.0316847 | Time: 5290.89 ms
[2021-09-26 06:19:56 main:574] : INFO : Epoch 1607 | loss: 0.0314204 | val_loss: 0.0312928 | Time: 5117.4 ms
[2021-09-26 06:20:01 main:574] : INFO : Epoch 1608 | loss: 0.0312779 | val_loss: 0.0312621 | Time: 5211.17 ms
[2021-09-26 06:20:07 main:574] : INFO : Epoch 1609 | loss: 0.0312553 | val_loss: 0.0312519 | Time: 5237.39 ms
[2021-09-26 06:20:12 main:574] : INFO : Epoch 1610 | loss: 0.0312488 | val_loss: 0.0312479 | Time: 5292.06 ms
[2021-09-26 06:20:17 main:574] : INFO : Epoch 1611 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 5217.96 ms
[2021-09-26 06:20:22 main:574] : INFO : Epoch 1612 | loss: 0.0312442 | val_loss: 0.0312437 | Time: 4975.74 ms
[2021-09-26 06:20:27 main:574] : INFO : Epoch 1613 | loss: 0.0312417 | val_loss: 0.0312417 | Time: 5189.88 ms
[2021-09-26 06:20:33 main:574] : INFO : Epoch 1614 | loss: 0.031239 | val_loss: 0.0312394 | Time: 5343.73 ms
[2021-09-26 06:20:38 main:574] : INFO : Epoch 1615 | loss: 0.0312365 | val_loss: 0.0312364 | Time: 5250.73 ms
[2021-09-26 06:20:43 main:574] : INFO : Epoch 1616 | loss: 0.0312337 | val_loss: 0.0312339 | Time: 5203.38 ms
[2021-09-26 06:20:48 main:574] : INFO : Epoch 1617 | loss: 0.0312315 | val_loss: 0.0312319 | Time: 5075.26 ms
[2021-09-26 06:20:54 main:574] : INFO : Epoch 1618 | loss: 0.0312297 | val_loss: 0.0312291 | Time: 5271.12 ms
[2021-09-26 06:20:59 main:574] : INFO : Epoch 1619 | loss: 0.0312274 | val_loss: 0.0312272 | Time: 5097.06 ms
[2021-09-26 06:21:04 main:574] : INFO : Epoch 1620 | loss: 0.0312252 | val_loss: 0.0312251 | Time: 5169.54 ms
[2021-09-26 06:21:09 main:574] : INFO : Epoch 1621 | loss: 0.0312238 | val_loss: 0.0312238 | Time: 4894.96 ms
[2021-09-26 06:21:14 main:574] : INFO : Epoch 1622 | loss: 0.0312226 | val_loss: 0.031222 | Time: 5038.59 ms
[2021-09-26 06:21:19 main:574] : INFO : Epoch 1623 | loss: 0.0312205 | val_loss: 0.0312199 | Time: 5071.75 ms
[2021-09-26 06:21:24 main:574] : INFO : Epoch 1624 | loss: 0.0312189 | val_loss: 0.0312175 | Time: 5130.03 ms
[2021-09-26 06:21:29 main:574] : INFO : Epoch 1625 | loss: 0.0312172 | val_loss: 0.0312156 | Time: 5043.56 ms
[2021-09-26 06:21:34 main:574] : INFO : Epoch 1626 | loss: 0.0312159 | val_loss: 0.0312155 | Time: 5080.41 ms
[2021-09-26 06:21:39 main:574] : INFO : Epoch 1627 | loss: 0.0312162 | val_loss: 0.031216 | Time: 4987.91 ms
[2021-09-26 06:21:44 main:574] : INFO : Epoch 1628 | loss: 0.0312154 | val_loss: 0.0312146 | Time: 5051.14 ms
[2021-09-26 06:21:49 main:574] : INFO : Epoch 1629 | loss: 0.0312146 | val_loss: 0.0312138 | Time: 5050.86 ms
[2021-09-26 06:21:54 main:574] : INFO : Epoch 1630 | loss: 0.0312149 | val_loss: 0.0312154 | Time: 5062.42 ms
[2021-09-26 06:21:59 main:574] : INFO : Epoch 1631 | loss: 0.0312138 | val_loss: 0.0312141 | Time: 5018.95 ms
[2021-09-26 06:22:05 main:574] : INFO : Epoch 1632 | loss: 0.0312135 | val_loss: 0.0312135 | Time: 5190.29 ms
[2021-09-26 06:22:10 main:574] : INFO : Epoch 1633 | loss: 0.0312131 | val_loss: 0.0312129 | Time: 5142.6 ms
[2021-09-26 06:22:15 main:574] : INFO : Epoch 1634 | loss: 0.0312131 | val_loss: 0.0312142 | Time: 5161.92 ms
[2021-09-26 06:22:20 main:574] : INFO : Epoch 1635 | loss: 0.0312131 | val_loss: 0.0312133 | Time: 5039.66 ms
[2021-09-26 06:22:25 main:574] : INFO : Epoch 1636 | loss: 0.0312127 | val_loss: 0.0312127 | Time: 5146.99 ms
[2021-09-26 06:22:30 main:574] : INFO : Epoch 1637 | loss: 0.0312124 | val_loss: 0.0312126 | Time: 5090.61 ms
[2021-09-26 06:22:35 main:574] : INFO : Epoch 1638 | loss: 0.0312125 | val_loss: 0.0312127 | Time: 5069.13 ms
[2021-09-26 06:22:40 main:574] : INFO : Epoch 1639 | loss: 0.0312129 | val_loss: 0.0312126 | Time: 5165.77 ms
[2021-09-26 06:22:45 main:574] : INFO : Epoch 1640 | loss: 0.031212 | val_loss: 0.0312121 | Time: 5141.73 ms
[2021-09-26 06:22:51 main:574] : INFO : Epoch 1641 | loss: 0.0312118 | val_loss: 0.0312117 | Time: 5075.21 ms
[2021-09-26 06:22:56 main:574] : INFO : Epoch 1642 | loss: 0.031212 | val_loss: 0.0312119 | Time: 5009.27 ms
[2021-09-26 06:23:01 main:574] : INFO : Epoch 1643 | loss: 0.0312113 | val_loss: 0.0312111 | Time: 5234.54 ms
[2021-09-26 06:23:06 main:574] : INFO : Epoch 1644 | loss: 0.031211 | val_loss: 0.0312123 | Time: 5002.55 ms
[2021-09-26 06:23:11 main:574] : INFO : Epoch 1645 | loss: 0.0312118 | val_loss: 0.0312113 | Time: 4982.54 ms
[2021-09-26 06:23:16 main:574] : INFO : Epoch 1646 | loss: 0.0312113 | val_loss: 0.0312107 | Time: 5070.49 ms
[2021-09-26 06:23:21 main:574] : INFO : Epoch 1647 | loss: 0.0312108 | val_loss: 0.0312105 | Time: 5108.7 ms
[2021-09-26 06:23:26 main:574] : INFO : Epoch 1648 | loss: 0.0312107 | val_loss: 0.0312109 | Time: 5010.8 ms
[2021-09-26 06:23:31 main:574] : INFO : Epoch 1649 | loss: 0.031211 | val_loss: 0.0312121 | Time: 5282.27 ms
[2021-09-26 06:23:36 main:574] : INFO : Epoch 1650 | loss: 0.0312106 | val_loss: 0.0312102 | Time: 5146.35 ms
[2021-09-26 06:23:41 main:574] : INFO : Epoch 1651 | loss: 0.0312104 | val_loss: 0.0312112 | Time: 5007.64 ms
[2021-09-26 06:23:47 main:574] : INFO : Epoch 1652 | loss: 0.0312104 | val_loss: 0.0312111 | Time: 5381.92 ms
[2021-09-26 06:23:52 main:574] : INFO : Epoch 1653 | loss: 0.0312106 | val_loss: 0.031212 | Time: 5140.62 ms
[2021-09-26 06:23:57 main:574] : INFO : Epoch 1654 | loss: 0.0312106 | val_loss: 0.0312104 | Time: 5111.82 ms
[2021-09-26 06:24:02 main:574] : INFO : Epoch 1655 | loss: 0.0312108 | val_loss: 0.031213 | Time: 5153.97 ms
[2021-09-26 06:24:08 main:574] : INFO : Epoch 1656 | loss: 0.0312118 | val_loss: 0.0312105 | Time: 5335 ms
[2021-09-26 06:24:13 main:574] : INFO : Epoch 1657 | loss: 0.0312101 | val_loss: 0.0312108 | Time: 4966.49 ms
[2021-09-26 06:24:18 main:574] : INFO : Epoch 1658 | loss: 0.0312104 | val_loss: 0.031211 | Time: 5209.52 ms
[2021-09-26 06:24:23 main:574] : INFO : Epoch 1659 | loss: 0.0312106 | val_loss: 0.0312103 | Time: 5001.12 ms
[2021-09-26 06:24:28 main:574] : INFO : Epoch 1660 | loss: 0.0312099 | val_loss: 0.03121 | Time: 5037.13 ms
[2021-09-26 06:24:33 main:574] : INFO : Epoch 1661 | loss: 0.0312099 | val_loss: 0.0312106 | Time: 4946.77 ms
[2021-09-26 06:24:38 main:574] : INFO : Epoch 1662 | loss: 0.0312101 | val_loss: 0.0312105 | Time: 4998.07 ms
[2021-09-26 06:24:43 main:574] : INFO : Epoch 1663 | loss: 0.0312102 | val_loss: 0.0312103 | Time: 5145.69 ms
[2021-09-26 06:24:48 main:574] : INFO : Epoch 1664 | loss: 0.0312095 | val_loss: 0.0312098 | Time: 5218.36 ms
[2021-09-26 06:24:53 main:574] : INFO : Epoch 1665 | loss: 0.0312092 | val_loss: 0.0312093 | Time: 4993 ms
[2021-09-26 06:24:58 main:574] : INFO : Epoch 1666 | loss: 0.0312096 | val_loss: 0.0312096 | Time: 5176.86 ms
[2021-09-26 06:25:03 main:574] : INFO : Epoch 1667 | loss: 0.0312094 | val_loss: 0.0312095 | Time: 4987.38 ms
[2021-09-26 06:25:08 main:574] : INFO : Epoch 1668 | loss: 0.0312092 | val_loss: 0.0312111 | Time: 5057.54 ms
[2021-09-26 06:25:13 main:574] : INFO : Epoch 1669 | loss: 0.0312118 | val_loss: 0.031213 | Time: 5084.1 ms
[2021-09-26 06:25:19 main:574] : INFO : Epoch 1670 | loss: 0.0312114 | val_loss: 0.0312111 | Time: 5305.79 ms
[2021-09-26 06:25:24 main:574] : INFO : Epoch 1671 | loss: 0.0312098 | val_loss: 0.0312106 | Time: 5042.45 ms
[2021-09-26 06:25:29 main:574] : INFO : Epoch 1672 | loss: 0.0312098 | val_loss: 0.0312107 | Time: 5304 ms
[2021-09-26 06:25:34 main:574] : INFO : Epoch 1673 | loss: 0.0312094 | val_loss: 0.0312107 | Time: 5340.02 ms
[2021-09-26 06:25:40 main:574] : INFO : Epoch 1674 | loss: 0.0312095 | val_loss: 0.0312104 | Time: 5134.68 ms
[2021-09-26 06:25:45 main:574] : INFO : Epoch 1675 | loss: 0.031209 | val_loss: 0.0312095 | Time: 5331.04 ms
[2021-09-26 06:25:50 main:574] : INFO : Epoch 1676 | loss: 0.0312088 | val_loss: 0.0312108 | Time: 5075.63 ms
[2021-09-26 06:25:55 main:574] : INFO : Epoch 1677 | loss: 0.0312088 | val_loss: 0.0312167 | Time: 5353.88 ms
[2021-09-26 06:26:01 main:574] : INFO : Epoch 1678 | loss: 0.0312111 | val_loss: 0.0312113 | Time: 5221.2 ms
[2021-09-26 06:26:06 main:574] : INFO : Epoch 1679 | loss: 0.0312098 | val_loss: 0.0312145 | Time: 5071.41 ms
[2021-09-26 06:26:11 main:574] : INFO : Epoch 1680 | loss: 0.0312103 | val_loss: 0.0312126 | Time: 4933.01 ms
[2021-09-26 06:26:16 main:574] : INFO : Epoch 1681 | loss: 0.0312093 | val_loss: 0.0312103 | Time: 5392.94 ms
[2021-09-26 06:26:21 main:574] : INFO : Epoch 1682 | loss: 0.0312084 | val_loss: 0.0312111 | Time: 5134.53 ms
[2021-09-26 06:26:26 main:574] : INFO : Epoch 1683 | loss: 0.0312096 | val_loss: 0.0312095 | Time: 5210.8 ms
[2021-09-26 06:26:31 main:574] : INFO : Epoch 1684 | loss: 0.0312083 | val_loss: 0.0312092 | Time: 5081.98 ms
[2021-09-26 06:26:36 main:574] : INFO : Epoch 1685 | loss: 0.0312081 | val_loss: 0.0312086 | Time: 4956.45 ms
[2021-09-26 06:26:41 main:574] : INFO : Epoch 1686 | loss: 0.0312083 | val_loss: 0.0312085 | Time: 5042.88 ms
[2021-09-26 06:26:47 main:574] : INFO : Epoch 1687 | loss: 0.0312081 | val_loss: 0.0312096 | Time: 5091.91 ms
[2021-09-26 06:26:52 main:574] : INFO : Epoch 1688 | loss: 0.0312089 | val_loss: 0.0312098 | Time: 5341.92 ms
[2021-09-26 06:26:57 main:574] : INFO : Epoch 1689 | loss: 0.0312079 | val_loss: 0.0312084 | Time: 5035.12 ms
[2021-09-26 06:27:02 main:574] : INFO : Epoch 1690 | loss: 0.0312085 | val_loss: 0.0312118 | Time: 5107.16 ms
[2021-09-26 06:27:07 main:574] : INFO : Epoch 1691 | loss: 0.0312091 | val_loss: 0.031211 | Time: 5121.27 ms
[2021-09-26 06:27:12 main:574] : INFO : Epoch 1692 | loss: 0.0312102 | val_loss: 0.0312137 | Time: 4907.38 ms
[2021-09-26 06:27:17 main:574] : INFO : Epoch 1693 | loss: 0.0312082 | val_loss: 0.0312095 | Time: 5104.86 ms
[2021-09-26 06:27:22 main:574] : INFO : Epoch 1694 | loss: 0.0312081 | val_loss: 0.0312089 | Time: 5142.03 ms
[2021-09-26 06:27:28 main:574] : INFO : Epoch 1695 | loss: 0.0312081 | val_loss: 0.0312094 | Time: 5234.56 ms
[2021-09-26 06:27:33 main:574] : INFO : Epoch 1696 | loss: 0.0312084 | val_loss: 0.0312079 | Time: 4961.47 ms
[2021-09-26 06:27:38 main:574] : INFO : Epoch 1697 | loss: 0.031207 | val_loss: 0.0312082 | Time: 5206.6 ms
[2021-09-26 06:27:43 main:574] : INFO : Epoch 1698 | loss: 0.0312071 | val_loss: 0.0312085 | Time: 5321.65 ms
[2021-09-26 06:27:48 main:574] : INFO : Epoch 1699 | loss: 0.0312063 | val_loss: 0.0312078 | Time: 5091.44 ms
[2021-09-26 06:27:53 main:574] : INFO : Epoch 1700 | loss: 0.0312067 | val_loss: 0.0312077 | Time: 5179.71 ms
[2021-09-26 06:27:58 main:574] : INFO : Epoch 1701 | loss: 0.0312063 | val_loss: 0.0312077 | Time: 5034.02 ms
[2021-09-26 06:28:04 main:574] : INFO : Epoch 1702 | loss: 0.0312066 | val_loss: 0.0312079 | Time: 5516.88 ms
[2021-09-26 06:28:09 main:574] : INFO : Epoch 1703 | loss: 0.0312066 | val_loss: 0.0312077 | Time: 5334.31 ms
[2021-09-26 06:28:14 main:574] : INFO : Epoch 1704 | loss: 0.0312065 | val_loss: 0.0312081 | Time: 5079.71 ms
[2021-09-26 06:28:19 main:574] : INFO : Epoch 1705 | loss: 0.0312065 | val_loss: 0.0312075 | Time: 5089.96 ms
[2021-09-26 06:28:24 main:574] : INFO : Epoch 1706 | loss: 0.0312062 | val_loss: 0.0312075 | Time: 5057.76 ms
[2021-09-26 06:28:30 main:574] : INFO : Epoch 1707 | loss: 0.0312062 | val_loss: 0.0312087 | Time: 4999.03 ms
[2021-09-26 06:28:35 main:574] : INFO : Epoch 1708 | loss: 0.0312064 | val_loss: 0.0312098 | Time: 5302.69 ms
[2021-09-26 06:28:40 main:574] : INFO : Epoch 1709 | loss: 0.031207 | val_loss: 0.0312073 | Time: 5113.28 ms
[2021-09-26 06:28:45 main:574] : INFO : Epoch 1710 | loss: 0.031207 | val_loss: 0.0312083 | Time: 5077.05 ms
[2021-09-26 06:28:50 main:574] : INFO : Epoch 1711 | loss: 0.0312069 | val_loss: 0.0312072 | Time: 5048.42 ms
[2021-09-26 06:28:55 main:574] : INFO : Epoch 1712 | loss: 0.0312066 | val_loss: 0.031209 | Time: 5360.94 ms
[2021-09-26 06:29:01 main:574] : INFO : Epoch 1713 | loss: 0.0312078 | val_loss: 0.0312078 | Time: 5102.85 ms
[2021-09-26 06:29:06 main:574] : INFO : Epoch 1714 | loss: 0.0312068 | val_loss: 0.0312102 | Time: 5136.31 ms
[2021-09-26 06:29:11 main:574] : INFO : Epoch 1715 | loss: 0.0312061 | val_loss: 0.0312076 | Time: 5022.91 ms
[2021-09-26 06:29:16 main:574] : INFO : Epoch 1716 | loss: 0.0312057 | val_loss: 0.0312063 | Time: 4941.77 ms
[2021-09-26 06:29:21 main:574] : INFO : Epoch 1717 | loss: 0.031205 | val_loss: 0.0312059 | Time: 5043.16 ms
[2021-09-26 06:29:26 main:574] : INFO : Epoch 1718 | loss: 0.0312044 | val_loss: 0.0312057 | Time: 5284.99 ms
[2021-09-26 06:29:31 main:574] : INFO : Epoch 1719 | loss: 0.0312043 | val_loss: 0.0312055 | Time: 5150.71 ms
[2021-09-26 06:29:36 main:574] : INFO : Epoch 1720 | loss: 0.0312046 | val_loss: 0.0312062 | Time: 4975.29 ms
[2021-09-26 06:29:41 main:574] : INFO : Epoch 1721 | loss: 0.031205 | val_loss: 0.0312075 | Time: 5233.36 ms
[2021-09-26 06:29:46 main:574] : INFO : Epoch 1722 | loss: 0.0312043 | val_loss: 0.0312058 | Time: 5095.45 ms
[2021-09-26 06:29:52 main:574] : INFO : Epoch 1723 | loss: 0.0312043 | val_loss: 0.0312055 | Time: 5179.01 ms
[2021-09-26 06:29:57 main:574] : INFO : Epoch 1724 | loss: 0.0312039 | val_loss: 0.0312057 | Time: 5000.14 ms
[2021-09-26 06:30:02 main:574] : INFO : Epoch 1725 | loss: 0.0312044 | val_loss: 0.0312051 | Time: 5184.89 ms
[2021-09-26 06:30:07 main:574] : INFO : Epoch 1726 | loss: 0.0312041 | val_loss: 0.0312053 | Time: 5230.7 ms
[2021-09-26 06:30:12 main:574] : INFO : Epoch 1727 | loss: 0.0312038 | val_loss: 0.0312056 | Time: 5236.24 ms
[2021-09-26 06:30:17 main:574] : INFO : Epoch 1728 | loss: 0.0312046 | val_loss: 0.0312057 | Time: 5125.53 ms
[2021-09-26 06:30:23 main:574] : INFO : Epoch 1729 | loss: 0.031204 | val_loss: 0.0312064 | Time: 5204.57 ms
[2021-09-26 06:30:28 main:574] : INFO : Epoch 1730 | loss: 0.031205 | val_loss: 0.0312076 | Time: 4992.75 ms
[2021-09-26 06:30:33 main:574] : INFO : Epoch 1731 | loss: 0.0312054 | val_loss: 0.0312068 | Time: 5214.83 ms
[2021-09-26 06:30:38 main:574] : INFO : Epoch 1732 | loss: 0.0312056 | val_loss: 0.0312095 | Time: 4873.89 ms
[2021-09-26 06:30:43 main:574] : INFO : Epoch 1733 | loss: 0.0312046 | val_loss: 0.03121 | Time: 5065.27 ms
[2021-09-26 06:30:48 main:574] : INFO : Epoch 1734 | loss: 0.0312041 | val_loss: 0.0312053 | Time: 5005.06 ms
[2021-09-26 06:30:53 main:574] : INFO : Epoch 1735 | loss: 0.0312034 | val_loss: 0.031205 | Time: 5056.16 ms
[2021-09-26 06:30:58 main:574] : INFO : Epoch 1736 | loss: 0.0312033 | val_loss: 0.0312071 | Time: 4970.62 ms
[2021-09-26 06:31:03 main:574] : INFO : Epoch 1737 | loss: 0.0312035 | val_loss: 0.0312056 | Time: 5394.62 ms
[2021-09-26 06:31:08 main:574] : INFO : Epoch 1738 | loss: 0.0312039 | val_loss: 0.0312052 | Time: 5114.38 ms
[2021-09-26 06:31:14 main:574] : INFO : Epoch 1739 | loss: 0.0312044 | val_loss: 0.0312048 | Time: 5140.02 ms
[2021-09-26 06:31:18 main:574] : INFO : Epoch 1740 | loss: 0.0312036 | val_loss: 0.031205 | Time: 4982.08 ms
[2021-09-26 06:31:24 main:574] : INFO : Epoch 1741 | loss: 0.031205 | val_loss: 0.0312058 | Time: 5071.22 ms
[2021-09-26 06:31:29 main:574] : INFO : Epoch 1742 | loss: 0.0312038 | val_loss: 0.0312062 | Time: 5032.24 ms
[2021-09-26 06:31:34 main:574] : INFO : Epoch 1743 | loss: 0.0312049 | val_loss: 0.0312051 | Time: 4990.95 ms
[2021-09-26 06:31:39 main:574] : INFO : Epoch 1744 | loss: 0.0312038 | val_loss: 0.0312048 | Time: 5114.92 ms
[2021-09-26 06:31:44 main:574] : INFO : Epoch 1745 | loss: 0.0312066 | val_loss: 0.0312117 | Time: 5121.31 ms
[2021-09-26 06:31:49 main:574] : INFO : Epoch 1746 | loss: 0.0312086 | val_loss: 0.0312101 | Time: 4915.4 ms
[2021-09-26 06:31:54 main:574] : INFO : Epoch 1747 | loss: 0.0312086 | val_loss: 0.03121 | Time: 5270.16 ms
[2021-09-26 06:31:59 main:574] : INFO : Epoch 1748 | loss: 0.0312064 | val_loss: 0.0312061 | Time: 5078.39 ms
[2021-09-26 06:32:05 main:574] : INFO : Epoch 1749 | loss: 0.0312059 | val_loss: 0.0312062 | Time: 5403.97 ms
[2021-09-26 06:32:10 main:574] : INFO : Epoch 1750 | loss: 0.0312066 | val_loss: 0.0312058 | Time: 5078.24 ms
[2021-09-26 06:32:15 main:574] : INFO : Epoch 1751 | loss: 0.0312056 | val_loss: 0.0312085 | Time: 5090.76 ms
[2021-09-26 06:32:20 main:574] : INFO : Epoch 1752 | loss: 0.0312066 | val_loss: 0.0312067 | Time: 5228.08 ms
[2021-09-26 06:32:25 main:574] : INFO : Epoch 1753 | loss: 0.0312053 | val_loss: 0.0312062 | Time: 5326.36 ms
[2021-09-26 06:32:30 main:574] : INFO : Epoch 1754 | loss: 0.0312051 | val_loss: 0.0312058 | Time: 5169.73 ms
[2021-09-26 06:32:36 main:574] : INFO : Epoch 1755 | loss: 0.0312047 | val_loss: 0.0312071 | Time: 5110.96 ms
[2021-09-26 06:32:41 main:574] : INFO : Epoch 1756 | loss: 0.0312048 | val_loss: 0.0312065 | Time: 5097.07 ms
[2021-09-26 06:32:46 main:574] : INFO : Epoch 1757 | loss: 0.0312057 | val_loss: 0.0312064 | Time: 5223.33 ms
[2021-09-26 06:32:51 main:574] : INFO : Epoch 1758 | loss: 0.0312042 | val_loss: 0.0312056 | Time: 5071.4 ms
[2021-09-26 06:32:56 main:574] : INFO : Epoch 1759 | loss: 0.031205 | val_loss: 0.031206 | Time: 5139.69 ms
[2021-09-26 06:33:01 main:574] : INFO : Epoch 1760 | loss: 0.0312041 | val_loss: 0.0312052 | Time: 4911.99 ms
[2021-09-26 06:33:06 main:574] : INFO : Epoch 1761 | loss: 0.0312037 | val_loss: 0.0312041 | Time: 5018.74 ms
[2021-09-26 06:33:11 main:574] : INFO : Epoch 1762 | loss: 0.0312033 | val_loss: 0.0312053 | Time: 5257.21 ms
[2021-09-26 06:33:16 main:574] : INFO : Epoch 1763 | loss: 0.031204 | val_loss: 0.0312075 | Time: 4990.21 ms
[2021-09-26 06:33:21 main:574] : INFO : Epoch 1764 | loss: 0.0312043 | val_loss: 0.0312055 | Time: 5028.58 ms
[2021-09-26 06:33:27 main:574] : INFO : Epoch 1765 | loss: 0.0312034 | val_loss: 0.0312043 | Time: 5160.91 ms
[2021-09-26 06:33:31 main:574] : INFO : Epoch 1766 | loss: 0.0312042 | val_loss: 0.031205 | Time: 4905.97 ms
[2021-09-26 06:33:37 main:574] : INFO : Epoch 1767 | loss: 0.0312032 | val_loss: 0.031205 | Time: 5089.48 ms
[2021-09-26 06:33:42 main:574] : INFO : Epoch 1768 | loss: 0.0312029 | val_loss: 0.0312046 | Time: 5128.69 ms
[2021-09-26 06:33:47 main:574] : INFO : Epoch 1769 | loss: 0.0312033 | val_loss: 0.0312045 | Time: 5037.59 ms
[2021-09-26 06:33:52 main:574] : INFO : Epoch 1770 | loss: 0.0312031 | val_loss: 0.0312062 | Time: 5120.8 ms
[2021-09-26 06:33:57 main:574] : INFO : Epoch 1771 | loss: 0.031203 | val_loss: 0.0312046 | Time: 5059.38 ms
[2021-09-26 06:34:02 main:574] : INFO : Epoch 1772 | loss: 0.0312034 | val_loss: 0.0312063 | Time: 5376.99 ms
[2021-09-26 06:34:07 main:574] : INFO : Epoch 1773 | loss: 0.0312042 | val_loss: 0.0312094 | Time: 5099.7 ms
[2021-09-26 06:34:12 main:574] : INFO : Epoch 1774 | loss: 0.031204 | val_loss: 0.0312075 | Time: 4958.99 ms
[2021-09-26 06:34:17 main:574] : INFO : Epoch 1775 | loss: 0.0312053 | val_loss: 0.0312097 | Time: 5118.13 ms
[2021-09-26 06:34:23 main:574] : INFO : Epoch 1776 | loss: 0.031205 | val_loss: 0.0312046 | Time: 5179.12 ms
[2021-09-26 06:34:28 main:574] : INFO : Epoch 1777 | loss: 0.0312034 | val_loss: 0.031206 | Time: 5249.36 ms
[2021-09-26 06:34:33 main:574] : INFO : Epoch 1778 | loss: 0.0312033 | val_loss: 0.0312101 | Time: 5291.94 ms
[2021-09-26 06:34:38 main:574] : INFO : Epoch 1779 | loss: 0.0312043 | val_loss: 0.0312048 | Time: 5228.02 ms
[2021-09-26 06:34:44 main:574] : INFO : Epoch 1780 | loss: 0.0312029 | val_loss: 0.0312064 | Time: 5143.72 ms
[2021-09-26 06:34:49 main:574] : INFO : Epoch 1781 | loss: 0.0312025 | val_loss: 0.0312057 | Time: 5046.3 ms
[2021-09-26 06:34:54 main:574] : INFO : Epoch 1782 | loss: 0.0312024 | val_loss: 0.0312044 | Time: 5109.7 ms
[2021-09-26 06:34:59 main:574] : INFO : Epoch 1783 | loss: 0.0312025 | val_loss: 0.0312045 | Time: 5104.99 ms
[2021-09-26 06:35:04 main:574] : INFO : Epoch 1784 | loss: 0.0312031 | val_loss: 0.0312103 | Time: 4987.44 ms
[2021-09-26 06:35:09 main:574] : INFO : Epoch 1785 | loss: 0.0312041 | val_loss: 0.0312049 | Time: 5064.9 ms
[2021-09-26 06:35:14 main:574] : INFO : Epoch 1786 | loss: 0.0312022 | val_loss: 0.0312045 | Time: 5125.53 ms
[2021-09-26 06:35:19 main:574] : INFO : Epoch 1787 | loss: 0.0312031 | val_loss: 0.0312094 | Time: 5264.14 ms
[2021-09-26 06:35:24 main:574] : INFO : Epoch 1788 | loss: 0.0312024 | val_loss: 0.0312044 | Time: 5093.98 ms
[2021-09-26 06:35:30 main:574] : INFO : Epoch 1789 | loss: 0.031202 | val_loss: 0.0312051 | Time: 5467.66 ms
[2021-09-26 06:35:35 main:574] : INFO : Epoch 1790 | loss: 0.0312019 | val_loss: 0.031206 | Time: 4934 ms
[2021-09-26 06:35:40 main:574] : INFO : Epoch 1791 | loss: 0.0312023 | val_loss: 0.0312063 | Time: 4963.47 ms
[2021-09-26 06:35:45 main:574] : INFO : Epoch 1792 | loss: 0.0312032 | val_loss: 0.0312057 | Time: 5025.97 ms
[2021-09-26 06:35:50 main:574] : INFO : Epoch 1793 | loss: 0.0312019 | val_loss: 0.0312058 | Time: 4991.93 ms
[2021-09-26 06:35:55 main:574] : INFO : Epoch 1794 | loss: 0.0312022 | val_loss: 0.0312054 | Time: 5168.89 ms
[2021-09-26 06:36:00 main:574] : INFO : Epoch 1795 | loss: 0.0312022 | val_loss: 0.0312063 | Time: 5029.65 ms
[2021-09-26 06:36:05 main:574] : INFO : Epoch 1796 | loss: 0.0312021 | val_loss: 0.0312053 | Time: 5074.93 ms
[2021-09-26 06:36:10 main:574] : INFO : Epoch 1797 | loss: 0.0312033 | val_loss: 0.0312057 | Time: 5116.25 ms
[2021-09-26 06:36:15 main:574] : INFO : Epoch 1798 | loss: 0.0312039 | val_loss: 0.0312047 | Time: 5082.53 ms
[2021-09-26 06:36:20 main:574] : INFO : Epoch 1799 | loss: 0.0312014 | val_loss: 0.0312044 | Time: 5056.81 ms
[2021-09-26 06:36:25 main:574] : INFO : Epoch 1800 | loss: 0.0312017 | val_loss: 0.0312045 | Time: 4886.87 ms
[2021-09-26 06:36:30 main:574] : INFO : Epoch 1801 | loss: 0.031202 | val_loss: 0.0312052 | Time: 5175.28 ms
[2021-09-26 06:36:36 main:574] : INFO : Epoch 1802 | loss: 0.0312019 | val_loss: 0.0312052 | Time: 5396.85 ms
[2021-09-26 06:36:41 main:574] : INFO : Epoch 1803 | loss: 0.0312026 | val_loss: 0.0312083 | Time: 5198.28 ms
[2021-09-26 06:36:46 main:574] : INFO : Epoch 1804 | loss: 0.0312022 | val_loss: 0.0312048 | Time: 5320.78 ms
[2021-09-26 06:36:51 main:574] : INFO : Epoch 1805 | loss: 0.0312022 | val_loss: 0.0312047 | Time: 4941.01 ms
[2021-09-26 06:36:56 main:574] : INFO : Epoch 1806 | loss: 0.0312029 | val_loss: 0.031205 | Time: 5124.91 ms
[2021-09-26 06:37:02 main:574] : INFO : Epoch 1807 | loss: 0.0312021 | val_loss: 0.0312048 | Time: 5195.62 ms
[2021-09-26 06:37:07 main:574] : INFO : Epoch 1808 | loss: 0.0312011 | val_loss: 0.0312052 | Time: 5078.4 ms
[2021-09-26 06:37:12 main:574] : INFO : Epoch 1809 | loss: 0.031201 | val_loss: 0.031204 | Time: 5072.2 ms
[2021-09-26 06:37:17 main:574] : INFO : Epoch 1810 | loss: 0.0312017 | val_loss: 0.0312094 | Time: 5051.37 ms
[2021-09-26 06:37:22 main:574] : INFO : Epoch 1811 | loss: 0.0312034 | val_loss: 0.0312055 | Time: 4923.8 ms
[2021-09-26 06:37:27 main:574] : INFO : Epoch 1812 | loss: 0.031205 | val_loss: 0.0312084 | Time: 4905.11 ms
[2021-09-26 06:37:32 main:574] : INFO : Epoch 1813 | loss: 0.0312077 | val_loss: 0.0312099 | Time: 5148.74 ms
[2021-09-26 06:37:37 main:574] : INFO : Epoch 1814 | loss: 0.0312066 | val_loss: 0.0312084 | Time: 5357.38 ms
[2021-09-26 06:37:42 main:574] : INFO : Epoch 1815 | loss: 0.0312061 | val_loss: 0.0312073 | Time: 4984.21 ms
[2021-09-26 06:37:47 main:574] : INFO : Epoch 1816 | loss: 0.0312054 | val_loss: 0.031207 | Time: 5266.14 ms
[2021-09-26 06:37:53 main:574] : INFO : Epoch 1817 | loss: 0.0312043 | val_loss: 0.0312092 | Time: 5465.68 ms
[2021-09-26 06:37:58 main:574] : INFO : Epoch 1818 | loss: 0.0312065 | val_loss: 0.0312075 | Time: 5139.22 ms
[2021-09-26 06:38:03 main:574] : INFO : Epoch 1819 | loss: 0.0312048 | val_loss: 0.0312065 | Time: 5103.61 ms
[2021-09-26 06:38:08 main:574] : INFO : Epoch 1820 | loss: 0.0312052 | val_loss: 0.0312073 | Time: 4839.14 ms
[2021-09-26 06:38:13 main:574] : INFO : Epoch 1821 | loss: 0.0312052 | val_loss: 0.0312096 | Time: 5184.42 ms
[2021-09-26 06:38:18 main:574] : INFO : Epoch 1822 | loss: 0.0312076 | val_loss: 0.0312053 | Time: 4986.45 ms
[2021-09-26 06:38:23 main:574] : INFO : Epoch 1823 | loss: 0.0312047 | val_loss: 0.0312086 | Time: 4966.1 ms
[2021-09-26 06:38:28 main:574] : INFO : Epoch 1824 | loss: 0.0312051 | val_loss: 0.0312073 | Time: 5073.91 ms
[2021-09-26 06:38:34 main:574] : INFO : Epoch 1825 | loss: 0.0312051 | val_loss: 0.0312053 | Time: 5263.4 ms
[2021-09-26 06:38:39 main:574] : INFO : Epoch 1826 | loss: 0.0312034 | val_loss: 0.0312059 | Time: 4958.03 ms
[2021-09-26 06:38:44 main:574] : INFO : Epoch 1827 | loss: 0.0312034 | val_loss: 0.031206 | Time: 5415.13 ms
[2021-09-26 06:38:49 main:574] : INFO : Epoch 1828 | loss: 0.0312074 | val_loss: 0.0312056 | Time: 5113.31 ms
[2021-09-26 06:38:54 main:574] : INFO : Epoch 1829 | loss: 0.0312048 | val_loss: 0.0312064 | Time: 5094.84 ms
[2021-09-26 06:38:59 main:574] : INFO : Epoch 1830 | loss: 0.031203 | val_loss: 0.031206 | Time: 4999.28 ms
[2021-09-26 06:39:04 main:574] : INFO : Epoch 1831 | loss: 0.0312028 | val_loss: 0.0312045 | Time: 4993.99 ms
[2021-09-26 06:39:09 main:574] : INFO : Epoch 1832 | loss: 0.031205 | val_loss: 0.0312119 | Time: 5098.24 ms
[2021-09-26 06:39:14 main:574] : INFO : Epoch 1833 | loss: 0.0312036 | val_loss: 0.031208 | Time: 5104.19 ms
[2021-09-26 06:39:19 main:574] : INFO : Epoch 1834 | loss: 0.0312035 | val_loss: 0.031211 | Time: 4953.25 ms
[2021-09-26 06:39:25 main:574] : INFO : Epoch 1835 | loss: 0.0312032 | val_loss: 0.031205 | Time: 5190.04 ms
[2021-09-26 06:39:29 main:574] : INFO : Epoch 1836 | loss: 0.0312019 | val_loss: 0.0312055 | Time: 4986.3 ms
[2021-09-26 06:39:35 main:574] : INFO : Epoch 1837 | loss: 0.0312027 | val_loss: 0.0312068 | Time: 5275.62 ms
[2021-09-26 06:39:40 main:574] : INFO : Epoch 1838 | loss: 0.0312021 | val_loss: 0.0312069 | Time: 5039.44 ms
[2021-09-26 06:39:45 main:574] : INFO : Epoch 1839 | loss: 0.0312014 | val_loss: 0.0312073 | Time: 4948.91 ms
[2021-09-26 06:39:50 main:574] : INFO : Epoch 1840 | loss: 0.0312034 | val_loss: 0.031207 | Time: 5045.63 ms
[2021-09-26 06:39:55 main:574] : INFO : Epoch 1841 | loss: 0.0312013 | val_loss: 0.0312091 | Time: 4911.46 ms
[2021-09-26 06:40:00 main:574] : INFO : Epoch 1842 | loss: 0.0312017 | val_loss: 0.0312098 | Time: 5177.35 ms
[2021-09-26 06:40:05 main:574] : INFO : Epoch 1843 | loss: 0.0312022 | val_loss: 0.0312073 | Time: 5076.53 ms
[2021-09-26 06:40:10 main:574] : INFO : Epoch 1844 | loss: 0.0312015 | val_loss: 0.031206 | Time: 5017.89 ms
[2021-09-26 06:40:15 main:574] : INFO : Epoch 1845 | loss: 0.0312013 | val_loss: 0.0312089 | Time: 4990.46 ms
[2021-09-26 06:40:20 main:574] : INFO : Epoch 1846 | loss: 0.0312016 | val_loss: 0.0312062 | Time: 5189.15 ms
[2021-09-26 06:40:25 main:574] : INFO : Epoch 1847 | loss: 0.0312015 | val_loss: 0.0312079 | Time: 5015.42 ms
[2021-09-26 06:40:30 main:574] : INFO : Epoch 1848 | loss: 0.0312012 | val_loss: 0.0312084 | Time: 5004.25 ms
[2021-09-26 06:40:35 main:574] : INFO : Epoch 1849 | loss: 0.0312014 | val_loss: 0.0312076 | Time: 5093.5 ms
[2021-09-26 06:40:41 main:574] : INFO : Epoch 1850 | loss: 0.0312003 | val_loss: 0.0312072 | Time: 5302.65 ms
[2021-09-26 06:40:46 main:574] : INFO : Epoch 1851 | loss: 0.0312023 | val_loss: 0.0312078 | Time: 5192.79 ms
[2021-09-26 06:40:51 main:574] : INFO : Epoch 1852 | loss: 0.0312023 | val_loss: 0.0312075 | Time: 5088.34 ms
[2021-09-26 06:40:56 main:574] : INFO : Epoch 1853 | loss: 0.0312008 | val_loss: 0.0312082 | Time: 5305.95 ms
[2021-09-26 06:41:01 main:574] : INFO : Epoch 1854 | loss: 0.0312002 | val_loss: 0.0312086 | Time: 5004.83 ms
[2021-09-26 06:41:07 main:574] : INFO : Epoch 1855 | loss: 0.0312008 | val_loss: 0.0312077 | Time: 5354.73 ms
[2021-09-26 06:41:12 main:574] : INFO : Epoch 1856 | loss: 0.0312013 | val_loss: 0.0312107 | Time: 5128.24 ms
[2021-09-26 06:41:17 main:574] : INFO : Epoch 1857 | loss: 0.0312026 | val_loss: 0.0312083 | Time: 5041.26 ms
[2021-09-26 06:41:22 main:574] : INFO : Epoch 1858 | loss: 0.0312027 | val_loss: 0.0312077 | Time: 4945.54 ms
[2021-09-26 06:41:27 main:574] : INFO : Epoch 1859 | loss: 0.0312019 | val_loss: 0.0312076 | Time: 5133.88 ms
[2021-09-26 06:41:32 main:574] : INFO : Epoch 1860 | loss: 0.0312014 | val_loss: 0.0312081 | Time: 5092.44 ms
[2021-09-26 06:41:37 main:574] : INFO : Epoch 1861 | loss: 0.0312009 | val_loss: 0.0312084 | Time: 5052.14 ms
[2021-09-26 06:41:42 main:574] : INFO : Epoch 1862 | loss: 0.0312003 | val_loss: 0.0312078 | Time: 5038.01 ms
[2021-09-26 06:41:47 main:574] : INFO : Epoch 1863 | loss: 0.0312005 | val_loss: 0.0312073 | Time: 5243.13 ms
[2021-09-26 06:41:52 main:574] : INFO : Epoch 1864 | loss: 0.0312005 | val_loss: 0.031207 | Time: 4916.49 ms
[2021-09-26 06:41:57 main:574] : INFO : Epoch 1865 | loss: 0.0312007 | val_loss: 0.031209 | Time: 5084.06 ms
[2021-09-26 06:42:03 main:574] : INFO : Epoch 1866 | loss: 0.0312003 | val_loss: 0.0312078 | Time: 5198.74 ms
[2021-09-26 06:42:08 main:574] : INFO : Epoch 1867 | loss: 0.0312027 | val_loss: 0.031208 | Time: 5330.89 ms
[2021-09-26 06:42:13 main:574] : INFO : Epoch 1868 | loss: 0.031203 | val_loss: 0.0312096 | Time: 5085.55 ms
[2021-09-26 06:42:18 main:574] : INFO : Epoch 1869 | loss: 0.0312013 | val_loss: 0.0312084 | Time: 5051.48 ms
[2021-09-26 06:42:23 main:574] : INFO : Epoch 1870 | loss: 0.0312015 | val_loss: 0.0312135 | Time: 5035.69 ms
[2021-09-26 06:42:28 main:574] : INFO : Epoch 1871 | loss: 0.0312015 | val_loss: 0.0312048 | Time: 5062.35 ms
[2021-09-26 06:42:33 main:574] : INFO : Epoch 1872 | loss: 0.0312004 | val_loss: 0.0312082 | Time: 5043.2 ms
[2021-09-26 06:42:38 main:574] : INFO : Epoch 1873 | loss: 0.0312013 | val_loss: 0.0312031 | Time: 5156.76 ms
[2021-09-26 06:42:44 main:574] : INFO : Epoch 1874 | loss: 0.0311993 | val_loss: 0.0312037 | Time: 5216.41 ms
[2021-09-26 06:42:49 main:574] : INFO : Epoch 1875 | loss: 0.0311989 | val_loss: 0.031205 | Time: 5005.06 ms
[2021-09-26 06:42:54 main:574] : INFO : Epoch 1876 | loss: 0.0311984 | val_loss: 0.0312075 | Time: 5092.45 ms
[2021-09-26 06:42:59 main:574] : INFO : Epoch 1877 | loss: 0.0311993 | val_loss: 0.031206 | Time: 5113.99 ms
[2021-09-26 06:43:04 main:574] : INFO : Epoch 1878 | loss: 0.0312003 | val_loss: 0.0312054 | Time: 5122.9 ms
[2021-09-26 06:43:09 main:574] : INFO : Epoch 1879 | loss: 0.0312004 | val_loss: 0.0312044 | Time: 5049.01 ms
[2021-09-26 06:43:14 main:574] : INFO : Epoch 1880 | loss: 0.0312003 | val_loss: 0.0312056 | Time: 4957.12 ms
[2021-09-26 06:43:19 main:574] : INFO : Epoch 1881 | loss: 0.0311986 | val_loss: 0.0312063 | Time: 5272.53 ms
[2021-09-26 06:43:24 main:574] : INFO : Epoch 1882 | loss: 0.0311992 | val_loss: 0.0312051 | Time: 5228.96 ms
[2021-09-26 06:43:30 main:574] : INFO : Epoch 1883 | loss: 0.0311993 | val_loss: 0.0312042 | Time: 5100.12 ms
[2021-09-26 06:43:35 main:574] : INFO : Epoch 1884 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 5034.76 ms
[2021-09-26 06:43:39 main:574] : INFO : Epoch 1885 | loss: 0.0311985 | val_loss: 0.0312033 | Time: 4904.19 ms
[2021-09-26 06:43:45 main:574] : INFO : Epoch 1886 | loss: 0.0311974 | val_loss: 0.0312047 | Time: 5340.66 ms
[2021-09-26 06:43:50 main:574] : INFO : Epoch 1887 | loss: 0.0311993 | val_loss: 0.0312065 | Time: 4996.78 ms
[2021-09-26 06:43:55 main:574] : INFO : Epoch 1888 | loss: 0.0311984 | val_loss: 0.0312064 | Time: 5133.35 ms
[2021-09-26 06:44:00 main:574] : INFO : Epoch 1889 | loss: 0.0311988 | val_loss: 0.0312085 | Time: 4932.72 ms
[2021-09-26 06:44:05 main:574] : INFO : Epoch 1890 | loss: 0.0311978 | val_loss: 0.0312035 | Time: 5427.83 ms
[2021-09-26 06:44:10 main:574] : INFO : Epoch 1891 | loss: 0.0311972 | val_loss: 0.0312093 | Time: 5160.84 ms
[2021-09-26 06:44:16 main:574] : INFO : Epoch 1892 | loss: 0.0311976 | val_loss: 0.0312087 | Time: 5072.43 ms
[2021-09-26 06:44:21 main:574] : INFO : Epoch 1893 | loss: 0.0311994 | val_loss: 0.0312088 | Time: 5040.38 ms
[2021-09-26 06:44:26 main:574] : INFO : Epoch 1894 | loss: 0.0311999 | val_loss: 0.0312083 | Time: 5219.1 ms
[2021-09-26 06:44:31 main:574] : INFO : Epoch 1895 | loss: 0.0312017 | val_loss: 0.0312056 | Time: 4991.09 ms
[2021-09-26 06:44:36 main:574] : INFO : Epoch 1896 | loss: 0.0311987 | val_loss: 0.0312056 | Time: 5388.19 ms
[2021-09-26 06:44:41 main:574] : INFO : Epoch 1897 | loss: 0.0312009 | val_loss: 0.0312047 | Time: 5246.59 ms
[2021-09-26 06:44:47 main:574] : INFO : Epoch 1898 | loss: 0.0311995 | val_loss: 0.0312063 | Time: 5124.59 ms
[2021-09-26 06:44:52 main:574] : INFO : Epoch 1899 | loss: 0.031197 | val_loss: 0.0312043 | Time: 5038.27 ms
[2021-09-26 06:44:57 main:574] : INFO : Epoch 1900 | loss: 0.0312032 | val_loss: 0.0312057 | Time: 5133.34 ms
[2021-09-26 06:45:02 main:574] : INFO : Epoch 1901 | loss: 0.031201 | val_loss: 0.0312084 | Time: 5060.57 ms
[2021-09-26 06:45:07 main:574] : INFO : Epoch 1902 | loss: 0.0312008 | val_loss: 0.0312063 | Time: 5093.59 ms
[2021-09-26 06:45:12 main:574] : INFO : Epoch 1903 | loss: 0.0311996 | val_loss: 0.0312062 | Time: 5381.36 ms
[2021-09-26 06:45:17 main:574] : INFO : Epoch 1904 | loss: 0.0311999 | val_loss: 0.0312096 | Time: 5128.51 ms
[2021-09-26 06:45:23 main:574] : INFO : Epoch 1905 | loss: 0.0311992 | val_loss: 0.031205 | Time: 5132.74 ms
[2021-09-26 06:45:28 main:574] : INFO : Epoch 1906 | loss: 0.0312006 | val_loss: 0.0312051 | Time: 5152.86 ms
[2021-09-26 06:45:33 main:574] : INFO : Epoch 1907 | loss: 0.0311977 | val_loss: 0.0312043 | Time: 5002.08 ms
[2021-09-26 06:45:38 main:574] : INFO : Epoch 1908 | loss: 0.0311968 | val_loss: 0.0312063 | Time: 5139.71 ms
[2021-09-26 06:45:43 main:574] : INFO : Epoch 1909 | loss: 0.0311972 | val_loss: 0.0312037 | Time: 5080.85 ms
[2021-09-26 06:45:48 main:574] : INFO : Epoch 1910 | loss: 0.0311979 | val_loss: 0.0312042 | Time: 5100.3 ms
[2021-09-26 06:45:53 main:574] : INFO : Epoch 1911 | loss: 0.0311963 | val_loss: 0.031203 | Time: 4983.4 ms
[2021-09-26 06:45:58 main:574] : INFO : Epoch 1912 | loss: 0.0311964 | val_loss: 0.031206 | Time: 5223.58 ms
[2021-09-26 06:46:03 main:574] : INFO : Epoch 1913 | loss: 0.0311959 | val_loss: 0.0312048 | Time: 5120.4 ms
[2021-09-26 06:46:09 main:574] : INFO : Epoch 1914 | loss: 0.0311975 | val_loss: 0.0312082 | Time: 5204.13 ms
[2021-09-26 06:46:14 main:574] : INFO : Epoch 1915 | loss: 0.0311986 | val_loss: 0.0312042 | Time: 4963.14 ms
[2021-09-26 06:46:19 main:574] : INFO : Epoch 1916 | loss: 0.0311967 | val_loss: 0.0312044 | Time: 5380.56 ms
[2021-09-26 06:46:24 main:574] : INFO : Epoch 1917 | loss: 0.0311959 | val_loss: 0.0312066 | Time: 5272.19 ms
[2021-09-26 06:46:29 main:574] : INFO : Epoch 1918 | loss: 0.0311981 | val_loss: 0.0312074 | Time: 4955.9 ms
[2021-09-26 06:46:34 main:574] : INFO : Epoch 1919 | loss: 0.0311962 | val_loss: 0.0312087 | Time: 5195.98 ms
[2021-09-26 06:46:39 main:574] : INFO : Epoch 1920 | loss: 0.0311959 | val_loss: 0.0312047 | Time: 5037.33 ms
[2021-09-26 06:46:45 main:574] : INFO : Epoch 1921 | loss: 0.0311945 | val_loss: 0.0312104 | Time: 5155.09 ms
[2021-09-26 06:46:50 main:574] : INFO : Epoch 1922 | loss: 0.0311967 | val_loss: 0.0312049 | Time: 5109.71 ms
[2021-09-26 06:46:55 main:574] : INFO : Epoch 1923 | loss: 0.0311946 | val_loss: 0.0312098 | Time: 5125.73 ms
[2021-09-26 06:47:00 main:574] : INFO : Epoch 1924 | loss: 0.0311959 | val_loss: 0.0312064 | Time: 5011.44 ms
[2021-09-26 06:47:05 main:574] : INFO : Epoch 1925 | loss: 0.031195 | val_loss: 0.0312073 | Time: 5109.95 ms
[2021-09-26 06:47:10 main:574] : INFO : Epoch 1926 | loss: 0.0311954 | val_loss: 0.0312056 | Time: 4990.97 ms
[2021-09-26 06:47:15 main:574] : INFO : Epoch 1927 | loss: 0.0311954 | val_loss: 0.0312113 | Time: 4957.48 ms
[2021-09-26 06:47:20 main:574] : INFO : Epoch 1928 | loss: 0.0311976 | val_loss: 0.0312059 | Time: 5314.61 ms
[2021-09-26 06:47:25 main:574] : INFO : Epoch 1929 | loss: 0.031195 | val_loss: 0.0312035 | Time: 5071.44 ms
[2021-09-26 06:47:30 main:574] : INFO : Epoch 1930 | loss: 0.0311934 | val_loss: 0.0312029 | Time: 5121.09 ms
[2021-09-26 06:47:35 main:574] : INFO : Epoch 1931 | loss: 0.0311928 | val_loss: 0.0312054 | Time: 5022.78 ms
[2021-09-26 06:47:41 main:574] : INFO : Epoch 1932 | loss: 0.0311929 | val_loss: 0.0312057 | Time: 5232.98 ms
[2021-09-26 06:47:46 main:574] : INFO : Epoch 1933 | loss: 0.0311943 | val_loss: 0.0312054 | Time: 5017.35 ms
[2021-09-26 06:47:51 main:574] : INFO : Epoch 1934 | loss: 0.0311943 | val_loss: 0.0312082 | Time: 5094.79 ms
[2021-09-26 06:47:56 main:574] : INFO : Epoch 1935 | loss: 0.0311949 | val_loss: 0.0312064 | Time: 5585.11 ms
[2021-09-26 06:48:02 main:574] : INFO : Epoch 1936 | loss: 0.0311927 | val_loss: 0.031204 | Time: 5245.09 ms
[2021-09-26 06:48:07 main:574] : INFO : Epoch 1937 | loss: 0.0311933 | val_loss: 0.0312045 | Time: 5076 ms
[2021-09-26 06:48:12 main:574] : INFO : Epoch 1938 | loss: 0.0311944 | val_loss: 0.0312049 | Time: 5115.25 ms
[2021-09-26 06:48:17 main:574] : INFO : Epoch 1939 | loss: 0.0311948 | val_loss: 0.0312059 | Time: 5297.57 ms
[2021-09-26 06:48:22 main:574] : INFO : Epoch 1940 | loss: 0.0311949 | val_loss: 0.0312112 | Time: 5112.73 ms
[2021-09-26 06:48:27 main:574] : INFO : Epoch 1941 | loss: 0.0311959 | val_loss: 0.0312047 | Time: 5029.31 ms
[2021-09-26 06:48:32 main:574] : INFO : Epoch 1942 | loss: 0.0311938 | val_loss: 0.0312063 | Time: 4982.29 ms
[2021-09-26 06:48:37 main:574] : INFO : Epoch 1943 | loss: 0.0311941 | val_loss: 0.0312097 | Time: 5091.67 ms
[2021-09-26 06:48:43 main:574] : INFO : Epoch 1944 | loss: 0.0311959 | val_loss: 0.0312083 | Time: 5151.74 ms
[2021-09-26 06:48:48 main:574] : INFO : Epoch 1945 | loss: 0.0311945 | val_loss: 0.0312102 | Time: 5034.87 ms
[2021-09-26 06:48:53 main:574] : INFO : Epoch 1946 | loss: 0.0311947 | val_loss: 0.0312065 | Time: 5197.15 ms
[2021-09-26 06:48:58 main:574] : INFO : Epoch 1947 | loss: 0.0311945 | val_loss: 0.0312037 | Time: 5320.18 ms
[2021-09-26 06:49:03 main:574] : INFO : Epoch 1948 | loss: 0.031195 | val_loss: 0.0312109 | Time: 5174.74 ms
[2021-09-26 06:49:08 main:574] : INFO : Epoch 1949 | loss: 0.0311945 | val_loss: 0.0312079 | Time: 5006.15 ms
[2021-09-26 06:49:13 main:574] : INFO : Epoch 1950 | loss: 0.0311941 | val_loss: 0.0312045 | Time: 5130.34 ms
[2021-09-26 06:49:19 main:574] : INFO : Epoch 1951 | loss: 0.0311919 | val_loss: 0.0312034 | Time: 5098.49 ms
[2021-09-26 06:49:24 main:574] : INFO : Epoch 1952 | loss: 0.031192 | val_loss: 0.031204 | Time: 5155.75 ms
[2021-09-26 06:49:29 main:574] : INFO : Epoch 1953 | loss: 0.0311912 | val_loss: 0.0312046 | Time: 5177.28 ms
[2021-09-26 06:49:34 main:574] : INFO : Epoch 1954 | loss: 0.0311909 | val_loss: 0.0312087 | Time: 5160.06 ms
[2021-09-26 06:49:39 main:574] : INFO : Epoch 1955 | loss: 0.0311989 | val_loss: 0.0312039 | Time: 4969.82 ms
[2021-09-26 06:49:44 main:574] : INFO : Epoch 1956 | loss: 0.031198 | val_loss: 0.0312071 | Time: 4922.86 ms
[2021-09-26 06:49:49 main:574] : INFO : Epoch 1957 | loss: 0.031198 | val_loss: 0.0312031 | Time: 4989.37 ms
[2021-09-26 06:49:54 main:574] : INFO : Epoch 1958 | loss: 0.0311979 | val_loss: 0.0312066 | Time: 5388.1 ms
[2021-09-26 06:49:59 main:574] : INFO : Epoch 1959 | loss: 0.0311981 | val_loss: 0.0312043 | Time: 5010.89 ms
[2021-09-26 06:50:04 main:574] : INFO : Epoch 1960 | loss: 0.0311966 | val_loss: 0.0312044 | Time: 5081.7 ms
[2021-09-26 06:50:09 main:574] : INFO : Epoch 1961 | loss: 0.0311959 | val_loss: 0.031205 | Time: 5029.98 ms
[2021-09-26 06:50:15 main:574] : INFO : Epoch 1962 | loss: 0.0311946 | val_loss: 0.0312031 | Time: 5104.04 ms
[2021-09-26 06:50:20 main:574] : INFO : Epoch 1963 | loss: 0.0311952 | val_loss: 0.0312022 | Time: 5164.36 ms
[2021-09-26 06:50:25 main:574] : INFO : Epoch 1964 | loss: 0.0311953 | val_loss: 0.0312023 | Time: 4893.84 ms
[2021-09-26 06:50:30 main:574] : INFO : Epoch 1965 | loss: 0.031195 | val_loss: 0.0312026 | Time: 5028.57 ms
[2021-09-26 06:50:35 main:574] : INFO : Epoch 1966 | loss: 0.0311949 | val_loss: 0.0312026 | Time: 4870.37 ms
[2021-09-26 06:50:40 main:574] : INFO : Epoch 1967 | loss: 0.0311935 | val_loss: 0.0312022 | Time: 5231.68 ms
[2021-09-26 06:50:45 main:574] : INFO : Epoch 1968 | loss: 0.0311932 | val_loss: 0.0312031 | Time: 5260.08 ms
[2021-09-26 06:50:50 main:574] : INFO : Epoch 1969 | loss: 0.0311925 | val_loss: 0.0312043 | Time: 5248.55 ms
[2021-09-26 06:50:55 main:574] : INFO : Epoch 1970 | loss: 0.0311954 | val_loss: 0.0312123 | Time: 5030.24 ms
[2021-09-26 06:51:01 main:574] : INFO : Epoch 1971 | loss: 0.0311941 | val_loss: 0.0312042 | Time: 5197.92 ms
[2021-09-26 06:51:06 main:574] : INFO : Epoch 1972 | loss: 0.0311937 | val_loss: 0.0312035 | Time: 5101.8 ms
[2021-09-26 06:51:11 main:574] : INFO : Epoch 1973 | loss: 0.0312001 | val_loss: 0.0312049 | Time: 5097.26 ms
[2021-09-26 06:51:16 main:574] : INFO : Epoch 1974 | loss: 0.0312055 | val_loss: 0.0312045 | Time: 5375.15 ms
[2021-09-26 06:51:21 main:574] : INFO : Epoch 1975 | loss: 0.0312012 | val_loss: 0.0312023 | Time: 5314.8 ms
[2021-09-26 06:51:26 main:574] : INFO : Epoch 1976 | loss: 0.0311983 | val_loss: 0.0312051 | Time: 4998.06 ms
[2021-09-26 06:51:32 main:574] : INFO : Epoch 1977 | loss: 0.0312012 | val_loss: 0.0312041 | Time: 5242.48 ms
[2021-09-26 06:51:37 main:574] : INFO : Epoch 1978 | loss: 0.031198 | val_loss: 0.0312027 | Time: 5238.96 ms
[2021-09-26 06:51:42 main:574] : INFO : Epoch 1979 | loss: 0.0311969 | val_loss: 0.0312043 | Time: 5013.66 ms
[2021-09-26 06:51:47 main:574] : INFO : Epoch 1980 | loss: 0.0311984 | val_loss: 0.0312039 | Time: 5097.46 ms
[2021-09-26 06:51:52 main:574] : INFO : Epoch 1981 | loss: 0.0311974 | val_loss: 0.0312025 | Time: 5006.98 ms
[2021-09-26 06:51:57 main:574] : INFO : Epoch 1982 | loss: 0.0311961 | val_loss: 0.0312001 | Time: 5402.43 ms
[2021-09-26 06:52:03 main:574] : INFO : Epoch 1983 | loss: 0.0311943 | val_loss: 0.0311999 | Time: 5175.61 ms
[2021-09-26 06:52:08 main:574] : INFO : Epoch 1984 | loss: 0.0311955 | val_loss: 0.0312 | Time: 5088.42 ms
[2021-09-26 06:52:13 main:574] : INFO : Epoch 1985 | loss: 0.0311951 | val_loss: 0.0311991 | Time: 5195.82 ms
[2021-09-26 06:52:18 main:574] : INFO : Epoch 1986 | loss: 0.031194 | val_loss: 0.0312025 | Time: 5078.72 ms
[2021-09-26 06:52:23 main:574] : INFO : Epoch 1987 | loss: 0.0311944 | val_loss: 0.0311993 | Time: 5349.92 ms
[2021-09-26 06:52:28 main:574] : INFO : Epoch 1988 | loss: 0.0311939 | val_loss: 0.0312003 | Time: 5056.33 ms
[2021-09-26 06:52:34 main:574] : INFO : Epoch 1989 | loss: 0.0311947 | val_loss: 0.0311978 | Time: 5273.42 ms
[2021-09-26 06:52:39 main:574] : INFO : Epoch 1990 | loss: 0.0311923 | val_loss: 0.0311954 | Time: 4905.12 ms
[2021-09-26 06:52:44 main:574] : INFO : Epoch 1991 | loss: 0.0311936 | val_loss: 0.0311967 | Time: 5098.18 ms
[2021-09-26 06:52:49 main:574] : INFO : Epoch 1992 | loss: 0.0311932 | val_loss: 0.0311967 | Time: 5121.22 ms
[2021-09-26 06:52:54 main:574] : INFO : Epoch 1993 | loss: 0.031192 | val_loss: 0.031198 | Time: 5326.36 ms
[2021-09-26 06:52:59 main:574] : INFO : Epoch 1994 | loss: 0.0311923 | val_loss: 0.0311945 | Time: 5019.66 ms
[2021-09-26 06:53:05 main:574] : INFO : Epoch 1995 | loss: 0.0311907 | val_loss: 0.0311947 | Time: 5327.31 ms
[2021-09-26 06:53:10 main:574] : INFO : Epoch 1996 | loss: 0.0311908 | val_loss: 0.0311992 | Time: 5171.74 ms
[2021-09-26 06:53:15 main:574] : INFO : Epoch 1997 | loss: 0.0312009 | val_loss: 0.0312026 | Time: 5244.86 ms
[2021-09-26 06:53:20 main:574] : INFO : Epoch 1998 | loss: 0.0312012 | val_loss: 0.031201 | Time: 4922.15 ms
[2021-09-26 06:53:25 main:574] : INFO : Epoch 1999 | loss: 0.0312027 | val_loss: 0.0312022 | Time: 5147.27 ms
[2021-09-26 06:53:30 main:574] : INFO : Epoch 2000 | loss: 0.0312026 | val_loss: 0.0312008 | Time: 5301.27 ms
[2021-09-26 06:53:35 main:574] : INFO : Epoch 2001 | loss: 0.0312016 | val_loss: 0.0312009 | Time: 4953.93 ms
[2021-09-26 06:53:41 main:574] : INFO : Epoch 2002 | loss: 0.0312011 | val_loss: 0.031199 | Time: 5373.5 ms
[2021-09-26 06:53:46 main:574] : INFO : Epoch 2003 | loss: 0.0312 | val_loss: 0.0312006 | Time: 5048.51 ms
[2021-09-26 06:53:51 main:574] : INFO : Epoch 2004 | loss: 0.0312017 | val_loss: 0.0312045 | Time: 5446.18 ms
[2021-09-26 06:53:56 main:574] : INFO : Epoch 2005 | loss: 0.0312013 | val_loss: 0.0311987 | Time: 5085.37 ms
[2021-09-26 06:54:01 main:574] : INFO : Epoch 2006 | loss: 0.0311997 | val_loss: 0.0311972 | Time: 5204.43 ms
[2021-09-26 06:54:07 main:574] : INFO : Epoch 2007 | loss: 0.0312032 | val_loss: 0.0312034 | Time: 5168.92 ms
[2021-09-26 06:54:12 main:574] : INFO : Epoch 2008 | loss: 0.031205 | val_loss: 0.0312039 | Time: 5648.73 ms
[2021-09-26 06:54:17 main:574] : INFO : Epoch 2009 | loss: 0.0312023 | val_loss: 0.0312014 | Time: 5181.08 ms
[2021-09-26 06:54:22 main:574] : INFO : Epoch 2010 | loss: 0.0312002 | val_loss: 0.0311974 | Time: 4949.09 ms
[2021-09-26 06:54:28 main:574] : INFO : Epoch 2011 | loss: 0.0311995 | val_loss: 0.0311978 | Time: 5115.17 ms
[2021-09-26 06:54:33 main:574] : INFO : Epoch 2012 | loss: 0.0312003 | val_loss: 0.0311969 | Time: 5213.66 ms
[2021-09-26 06:54:38 main:574] : INFO : Epoch 2013 | loss: 0.0311988 | val_loss: 0.0311961 | Time: 5096.58 ms
[2021-09-26 06:54:43 main:574] : INFO : Epoch 2014 | loss: 0.0311995 | val_loss: 0.0311981 | Time: 5094.12 ms
[2021-09-26 06:54:48 main:574] : INFO : Epoch 2015 | loss: 0.0311977 | val_loss: 0.0311953 | Time: 5312.87 ms
[2021-09-26 06:54:54 main:574] : INFO : Epoch 2016 | loss: 0.0311986 | val_loss: 0.0312012 | Time: 5334.12 ms
[2021-09-26 06:54:59 main:574] : INFO : Epoch 2017 | loss: 0.0311982 | val_loss: 0.0311959 | Time: 5180.7 ms
[2021-09-26 06:55:04 main:574] : INFO : Epoch 2018 | loss: 0.0311965 | val_loss: 0.0311957 | Time: 5030.5 ms
[2021-09-26 06:55:09 main:574] : INFO : Epoch 2019 | loss: 0.0311964 | val_loss: 0.0311947 | Time: 5088.09 ms
[2021-09-26 06:55:14 main:574] : INFO : Epoch 2020 | loss: 0.0311966 | val_loss: 0.0311952 | Time: 5121.38 ms
[2021-09-26 06:55:19 main:574] : INFO : Epoch 2021 | loss: 0.031197 | val_loss: 0.0311977 | Time: 5203.19 ms
[2021-09-26 06:55:24 main:574] : INFO : Epoch 2022 | loss: 0.031198 | val_loss: 0.0311954 | Time: 5128.37 ms
[2021-09-26 06:55:30 main:574] : INFO : Epoch 2023 | loss: 0.0312004 | val_loss: 0.0312001 | Time: 5205.22 ms
[2021-09-26 06:55:35 main:574] : INFO : Epoch 2024 | loss: 0.0311979 | val_loss: 0.0311975 | Time: 5047.84 ms
[2021-09-26 06:55:40 main:574] : INFO : Epoch 2025 | loss: 0.0311973 | val_loss: 0.0311968 | Time: 5082.51 ms
[2021-09-26 06:55:45 main:574] : INFO : Epoch 2026 | loss: 0.0311989 | val_loss: 0.0311965 | Time: 5252.32 ms
[2021-09-26 06:55:50 main:574] : INFO : Epoch 2027 | loss: 0.0311971 | val_loss: 0.0311946 | Time: 5405.75 ms
[2021-09-26 06:55:56 main:574] : INFO : Epoch 2028 | loss: 0.0311955 | val_loss: 0.0311944 | Time: 5311.62 ms
[2021-09-26 06:56:01 main:574] : INFO : Epoch 2029 | loss: 0.0311957 | val_loss: 0.0311946 | Time: 4997.35 ms
[2021-09-26 06:56:06 main:574] : INFO : Epoch 2030 | loss: 0.0311952 | val_loss: 0.0311954 | Time: 5200.9 ms
[2021-09-26 06:56:11 main:574] : INFO : Epoch 2031 | loss: 0.0311955 | val_loss: 0.0311941 | Time: 5168.79 ms
[2021-09-26 06:56:16 main:574] : INFO : Epoch 2032 | loss: 0.0311951 | val_loss: 0.031195 | Time: 5085.05 ms
[2021-09-26 06:56:21 main:574] : INFO : Epoch 2033 | loss: 0.0311955 | val_loss: 0.0311931 | Time: 5112.08 ms
[2021-09-26 06:56:26 main:574] : INFO : Epoch 2034 | loss: 0.0311942 | val_loss: 0.0311926 | Time: 4894.62 ms
[2021-09-26 06:56:31 main:574] : INFO : Epoch 2035 | loss: 0.0311936 | val_loss: 0.0311945 | Time: 4990.83 ms
[2021-09-26 06:56:36 main:574] : INFO : Epoch 2036 | loss: 0.031195 | val_loss: 0.0311947 | Time: 5128.15 ms
[2021-09-26 06:56:41 main:574] : INFO : Epoch 2037 | loss: 0.0311932 | val_loss: 0.031193 | Time: 5054.19 ms
[2021-09-26 06:56:47 main:574] : INFO : Epoch 2038 | loss: 0.031193 | val_loss: 0.0311941 | Time: 5126.31 ms
[2021-09-26 06:56:52 main:574] : INFO : Epoch 2039 | loss: 0.0311953 | val_loss: 0.0311954 | Time: 5055.37 ms
[2021-09-26 06:56:57 main:574] : INFO : Epoch 2040 | loss: 0.0311931 | val_loss: 0.0311947 | Time: 5134.89 ms
[2021-09-26 06:57:02 main:574] : INFO : Epoch 2041 | loss: 0.0311923 | val_loss: 0.0311959 | Time: 5238.77 ms
[2021-09-26 06:57:07 main:574] : INFO : Epoch 2042 | loss: 0.031193 | val_loss: 0.0311923 | Time: 5213.93 ms
[2021-09-26 06:57:12 main:574] : INFO : Epoch 2043 | loss: 0.0311909 | val_loss: 0.0311967 | Time: 5040.25 ms
[2021-09-26 06:57:17 main:574] : INFO : Epoch 2044 | loss: 0.0311937 | val_loss: 0.0312011 | Time: 5116.5 ms
[2021-09-26 06:57:22 main:574] : INFO : Epoch 2045 | loss: 0.0311952 | val_loss: 0.0311936 | Time: 5004.48 ms
[2021-09-26 06:57:27 main:574] : INFO : Epoch 2046 | loss: 0.0311941 | val_loss: 0.0311949 | Time: 5088.45 ms
[2021-09-26 06:57:33 main:574] : INFO : Epoch 2047 | loss: 0.0311942 | val_loss: 0.0311987 | Time: 5170.69 ms
[2021-09-26 06:57:38 main:574] : INFO : Epoch 2048 | loss: 0.0311926 | val_loss: 0.0311938 | Time: 5034.53 ms
[2021-09-26 06:57:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311938
[2021-09-26 06:57:38 main:603] : INFO : Saving end state to config to file
[2021-09-26 06:57:38 main:608] : INFO : Success, exiting..
06:57:38 (9276): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)