Task 14547336
| Name | ParityModified-1647041851-32761-3-0_1 |
| Workunit | 11233189 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:05:29 UTC |
| Report deadline | 16 Apr 2022, 6:05:29 UTC |
| Received | 8 Apr 2022, 10:13:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14739 |
| Run time | 3 hours 3 min 25 sec |
| CPU time | 2 hours 56 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,279.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311932 | val_loss: 0.031197 | Time: 5410.85 ms
[2022-04-08 10:28:37 main:574] : INFO : Epoch 1543 | loss: 0.0311938 | val_loss: 0.0311959 | Time: 5097.22 ms
[2022-04-08 10:28:42 main:574] : INFO : Epoch 1544 | loss: 0.0311904 | val_loss: 0.0312004 | Time: 5421.45 ms
[2022-04-08 10:28:47 main:574] : INFO : Epoch 1545 | loss: 0.0311917 | val_loss: 0.0311977 | Time: 4881.61 ms
[2022-04-08 10:28:53 main:574] : INFO : Epoch 1546 | loss: 0.0311922 | val_loss: 0.0311995 | Time: 5456.99 ms
[2022-04-08 10:28:58 main:574] : INFO : Epoch 1547 | loss: 0.0311935 | val_loss: 0.0311971 | Time: 5205.94 ms
[2022-04-08 10:29:04 main:574] : INFO : Epoch 1548 | loss: 0.0311899 | val_loss: 0.0311982 | Time: 5740.45 ms
[2022-04-08 10:29:09 main:574] : INFO : Epoch 1549 | loss: 0.0311913 | val_loss: 0.0311995 | Time: 5370.4 ms
[2022-04-08 10:29:15 main:574] : INFO : Epoch 1550 | loss: 0.0311931 | val_loss: 0.031197 | Time: 5550.6 ms
[2022-04-08 10:29:20 main:574] : INFO : Epoch 1551 | loss: 0.0311942 | val_loss: 0.0312043 | Time: 4916.2 ms
[2022-04-08 10:29:26 main:574] : INFO : Epoch 1552 | loss: 0.0311944 | val_loss: 0.0312026 | Time: 5440.1 ms
[2022-04-08 10:29:31 main:574] : INFO : Epoch 1553 | loss: 0.0311937 | val_loss: 0.0312058 | Time: 5259.39 ms
[2022-04-08 10:29:36 main:574] : INFO : Epoch 1554 | loss: 0.0311938 | val_loss: 0.0312004 | Time: 5281.01 ms
[2022-04-08 10:29:42 main:574] : INFO : Epoch 1555 | loss: 0.0311926 | val_loss: 0.0311986 | Time: 5449.69 ms
[2022-04-08 10:29:47 main:574] : INFO : Epoch 1556 | loss: 0.0311928 | val_loss: 0.0312003 | Time: 5027.33 ms
[2022-04-08 10:29:52 main:574] : INFO : Epoch 1557 | loss: 0.031192 | val_loss: 0.0311986 | Time: 5529.05 ms
[2022-04-08 10:29:58 main:574] : INFO : Epoch 1558 | loss: 0.0311898 | val_loss: 0.0312022 | Time: 5267.8 ms
[2022-04-08 10:30:03 main:574] : INFO : Epoch 1559 | loss: 0.0311908 | val_loss: 0.0312039 | Time: 5639.02 ms
[2022-04-08 10:30:09 main:574] : INFO : Epoch 1560 | loss: 0.031197 | val_loss: 0.0312164 | Time: 4954.38 ms
[2022-04-08 10:30:14 main:574] : INFO : Epoch 1561 | loss: 0.0311932 | val_loss: 0.031199 | Time: 5363.45 ms
[2022-04-08 10:30:19 main:574] : INFO : Epoch 1562 | loss: 0.0311914 | val_loss: 0.0311982 | Time: 5132.06 ms
[2022-04-08 10:30:25 main:574] : INFO : Epoch 1563 | loss: 0.0311933 | val_loss: 0.0312063 | Time: 5396.77 ms
[2022-04-08 10:30:30 main:574] : INFO : Epoch 1564 | loss: 0.0311917 | val_loss: 0.0312047 | Time: 5123.7 ms
[2022-04-08 10:30:35 main:574] : INFO : Epoch 1565 | loss: 0.0311917 | val_loss: 0.0312048 | Time: 5473.43 ms
[2022-04-08 10:30:40 main:574] : INFO : Epoch 1566 | loss: 0.0311937 | val_loss: 0.0312002 | Time: 5024.29 ms
[2022-04-08 10:30:46 main:574] : INFO : Epoch 1567 | loss: 0.0311934 | val_loss: 0.031201 | Time: 5420.09 ms
[2022-04-08 10:30:51 main:574] : INFO : Epoch 1568 | loss: 0.0311947 | val_loss: 0.0312018 | Time: 5307.12 ms
[2022-04-08 10:30:56 main:574] : INFO : Epoch 1569 | loss: 0.0311937 | val_loss: 0.031201 | Time: 5105.19 ms
[2022-04-08 10:31:02 main:574] : INFO : Epoch 1570 | loss: 0.0311924 | val_loss: 0.0311983 | Time: 5430.95 ms
[2022-04-08 10:31:07 main:574] : INFO : Epoch 1571 | loss: 0.0311928 | val_loss: 0.0312028 | Time: 5048.8 ms
[2022-04-08 10:31:13 main:574] : INFO : Epoch 1572 | loss: 0.0311928 | val_loss: 0.0311967 | Time: 5500.09 ms
[2022-04-08 10:31:18 main:574] : INFO : Epoch 1573 | loss: 0.0311925 | val_loss: 0.0311971 | Time: 4941.12 ms
[2022-04-08 10:31:23 main:574] : INFO : Epoch 1574 | loss: 0.0311905 | val_loss: 0.0311959 | Time: 5403.94 ms
[2022-04-08 10:31:28 main:574] : INFO : Epoch 1575 | loss: 0.0311904 | val_loss: 0.0311973 | Time: 4987.62 ms
[2022-04-08 10:31:34 main:574] : INFO : Epoch 1576 | loss: 0.0311939 | val_loss: 0.0311984 | Time: 5360.91 ms
[2022-04-08 10:31:39 main:574] : INFO : Epoch 1577 | loss: 0.0311916 | val_loss: 0.0312009 | Time: 5160.25 ms
[2022-04-08 10:31:44 main:574] : INFO : Epoch 1578 | loss: 0.031193 | val_loss: 0.0311981 | Time: 5420.97 ms
[2022-04-08 10:31:50 main:574] : INFO : Epoch 1579 | loss: 0.0311938 | val_loss: 0.0312012 | Time: 5196 ms
[2022-04-08 10:31:55 main:574] : INFO : Epoch 1580 | loss: 0.0311924 | val_loss: 0.0312011 | Time: 5474.53 ms
[2022-04-08 10:32:00 main:574] : INFO : Epoch 1581 | loss: 0.0311915 | val_loss: 0.031202 | Time: 5045.01 ms
[2022-04-08 10:32:06 main:574] : INFO : Epoch 1582 | loss: 0.0311917 | val_loss: 0.0312 | Time: 5607.7 ms
[2022-04-08 10:32:11 main:574] : INFO : Epoch 1583 | loss: 0.0311971 | val_loss: 0.0312059 | Time: 5262.53 ms
[2022-04-08 10:32:16 main:574] : INFO : Epoch 1584 | loss: 0.0311947 | val_loss: 0.0312019 | Time: 5063.68 ms
[2022-04-08 10:32:22 main:574] : INFO : Epoch 1585 | loss: 0.0311926 | val_loss: 0.0311989 | Time: 5716.97 ms
[2022-04-08 10:32:27 main:574] : INFO : Epoch 1586 | loss: 0.0311915 | val_loss: 0.0312005 | Time: 5046.75 ms
[2022-04-08 10:32:33 main:574] : INFO : Epoch 1587 | loss: 0.0311916 | val_loss: 0.0311977 | Time: 5476.78 ms
[2022-04-08 10:32:38 main:574] : INFO : Epoch 1588 | loss: 0.0311931 | val_loss: 0.0312 | Time: 5187.71 ms
[2022-04-08 10:32:44 main:574] : INFO : Epoch 1589 | loss: 0.0311913 | val_loss: 0.0312056 | Time: 5535.84 ms
[2022-04-08 10:32:49 main:574] : INFO : Epoch 1590 | loss: 0.0311907 | val_loss: 0.0312032 | Time: 5109.56 ms
[2022-04-08 10:32:54 main:574] : INFO : Epoch 1591 | loss: 0.0311931 | val_loss: 0.031196 | Time: 5417.89 ms
[2022-04-08 10:32:59 main:574] : INFO : Epoch 1592 | loss: 0.0311905 | val_loss: 0.0311981 | Time: 4868.42 ms
[2022-04-08 10:33:05 main:574] : INFO : Epoch 1593 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 5544 ms
[2022-04-08 10:33:10 main:574] : INFO : Epoch 1594 | loss: 0.0311897 | val_loss: 0.0311969 | Time: 4923.59 ms
[2022-04-08 10:33:16 main:574] : INFO : Epoch 1595 | loss: 0.0311898 | val_loss: 0.0311974 | Time: 5446.08 ms
[2022-04-08 10:33:21 main:574] : INFO : Epoch 1596 | loss: 0.0311898 | val_loss: 0.0311991 | Time: 5075.96 ms
[2022-04-08 10:33:26 main:574] : INFO : Epoch 1597 | loss: 0.031189 | val_loss: 0.0311995 | Time: 5313.06 ms
[2022-04-08 10:33:31 main:574] : INFO : Epoch 1598 | loss: 0.0311905 | val_loss: 0.0312001 | Time: 5162.76 ms
[2022-04-08 10:33:37 main:574] : INFO : Epoch 1599 | loss: 0.0311919 | val_loss: 0.0312009 | Time: 5192.98 ms
[2022-04-08 10:33:42 main:574] : INFO : Epoch 1600 | loss: 0.0311919 | val_loss: 0.0312041 | Time: 5613.36 ms
[2022-04-08 10:33:47 main:574] : INFO : Epoch 1601 | loss: 0.031191 | val_loss: 0.0311993 | Time: 5008.93 ms
[2022-04-08 10:33:53 main:574] : INFO : Epoch 1602 | loss: 0.031189 | val_loss: 0.0311978 | Time: 5518.36 ms
[2022-04-08 10:33:58 main:574] : INFO : Epoch 1603 | loss: 0.031189 | val_loss: 0.0311986 | Time: 4914.19 ms
[2022-04-08 10:34:04 main:574] : INFO : Epoch 1604 | loss: 0.0311893 | val_loss: 0.031196 | Time: 5588.82 ms
[2022-04-08 10:34:09 main:574] : INFO : Epoch 1605 | loss: 0.0311906 | val_loss: 0.0311964 | Time: 4979.09 ms
[2022-04-08 10:34:14 main:574] : INFO : Epoch 1606 | loss: 0.0311887 | val_loss: 0.0311982 | Time: 5416.45 ms
[2022-04-08 10:34:19 main:574] : INFO : Epoch 1607 | loss: 0.0311889 | val_loss: 0.0311953 | Time: 4989.11 ms
[2022-04-08 10:34:25 main:574] : INFO : Epoch 1608 | loss: 0.0311889 | val_loss: 0.0311999 | Time: 5502.75 ms
[2022-04-08 10:34:30 main:574] : INFO : Epoch 1609 | loss: 0.0311889 | val_loss: 0.0311982 | Time: 5094.93 ms
[2022-04-08 10:34:36 main:574] : INFO : Epoch 1610 | loss: 0.0311901 | val_loss: 0.0311978 | Time: 5375.07 ms
[2022-04-08 10:34:41 main:574] : INFO : Epoch 1611 | loss: 0.031191 | val_loss: 0.0312019 | Time: 5163.84 ms
[2022-04-08 10:34:46 main:574] : INFO : Epoch 1612 | loss: 0.0311923 | val_loss: 0.0312001 | Time: 5428.21 ms
[2022-04-08 10:34:52 main:574] : INFO : Epoch 1613 | loss: 0.0311924 | val_loss: 0.0312024 | Time: 5283.23 ms
[2022-04-08 10:34:57 main:574] : INFO : Epoch 1614 | loss: 0.0311908 | val_loss: 0.0311975 | Time: 5100.88 ms
[2022-04-08 10:35:02 main:574] : INFO : Epoch 1615 | loss: 0.0311898 | val_loss: 0.0311974 | Time: 5507.36 ms
[2022-04-08 10:35:08 main:574] : INFO : Epoch 1616 | loss: 0.031189 | val_loss: 0.0311979 | Time: 5098.23 ms
[2022-04-08 10:35:13 main:574] : INFO : Epoch 1617 | loss: 0.0311894 | val_loss: 0.0311947 | Time: 5417.97 ms
[2022-04-08 10:35:18 main:574] : INFO : Epoch 1618 | loss: 0.0311898 | val_loss: 0.0311936 | Time: 5101.76 ms
[2022-04-08 10:35:24 main:574] : INFO : Epoch 1619 | loss: 0.0311888 | val_loss: 0.0311932 | Time: 5477.18 ms
[2022-04-08 10:35:29 main:574] : INFO : Epoch 1620 | loss: 0.0311893 | val_loss: 0.0311949 | Time: 5238.28 ms
[2022-04-08 10:35:35 main:574] : INFO : Epoch 1621 | loss: 0.031187 | val_loss: 0.0311969 | Time: 5559.83 ms
[2022-04-08 10:35:40 main:574] : INFO : Epoch 1622 | loss: 0.0311875 | val_loss: 0.0311966 | Time: 4888.07 ms
[2022-04-08 10:35:45 main:574] : INFO : Epoch 1623 | loss: 0.0311876 | val_loss: 0.0311976 | Time: 5348.88 ms
[2022-04-08 10:35:50 main:574] : INFO : Epoch 1624 | loss: 0.0311862 | val_loss: 0.0311945 | Time: 4971.84 ms
[2022-04-08 10:35:56 main:574] : INFO : Epoch 1625 | loss: 0.0311883 | val_loss: 0.031198 | Time: 5469.2 ms
[2022-04-08 10:36:01 main:574] : INFO : Epoch 1626 | loss: 0.0311904 | val_loss: 0.0311959 | Time: 5134.49 ms
[2022-04-08 10:36:06 main:574] : INFO : Epoch 1627 | loss: 0.03119 | val_loss: 0.0311973 | Time: 5412.42 ms
[2022-04-08 10:36:11 main:574] : INFO : Epoch 1628 | loss: 0.03119 | val_loss: 0.0311964 | Time: 5115.75 ms
[2022-04-08 10:36:17 main:574] : INFO : Epoch 1629 | loss: 0.0311925 | val_loss: 0.0312017 | Time: 5304.31 ms
[2022-04-08 10:36:22 main:574] : INFO : Epoch 1630 | loss: 0.0311932 | val_loss: 0.0312024 | Time: 5385.67 ms
[2022-04-08 10:36:27 main:574] : INFO : Epoch 1631 | loss: 0.0311939 | val_loss: 0.0311994 | Time: 4955.97 ms
[2022-04-08 10:36:33 main:574] : INFO : Epoch 1632 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 5705.89 ms
[2022-04-08 10:36:38 main:574] : INFO : Epoch 1633 | loss: 0.0311935 | val_loss: 0.0312088 | Time: 4936.82 ms
[2022-04-08 10:36:44 main:574] : INFO : Epoch 1634 | loss: 0.031198 | val_loss: 0.0312011 | Time: 5483.04 ms
[2022-04-08 10:36:49 main:574] : INFO : Epoch 1635 | loss: 0.031195 | val_loss: 0.0312003 | Time: 4946.35 ms
[2022-04-08 10:36:54 main:574] : INFO : Epoch 1636 | loss: 0.0311963 | val_loss: 0.031202 | Time: 5368.55 ms
[2022-04-08 10:36:59 main:574] : INFO : Epoch 1637 | loss: 0.0311974 | val_loss: 0.0312037 | Time: 5106.72 ms
[2022-04-08 10:37:05 main:574] : INFO : Epoch 1638 | loss: 0.0311982 | val_loss: 0.0312041 | Time: 5667.57 ms
[2022-04-08 10:37:10 main:574] : INFO : Epoch 1639 | loss: 0.0311964 | val_loss: 0.031206 | Time: 4951.6 ms
[2022-04-08 10:37:15 main:574] : INFO : Epoch 1640 | loss: 0.0311942 | val_loss: 0.0311986 | Time: 5428.01 ms
[2022-04-08 10:37:21 main:574] : INFO : Epoch 1641 | loss: 0.0311919 | val_loss: 0.0311975 | Time: 5004.86 ms
[2022-04-08 10:37:26 main:574] : INFO : Epoch 1642 | loss: 0.0311913 | val_loss: 0.0311988 | Time: 5531.91 ms
[2022-04-08 10:37:31 main:574] : INFO : Epoch 1643 | loss: 0.0311915 | val_loss: 0.0311964 | Time: 4962.31 ms
[2022-04-08 10:37:37 main:574] : INFO : Epoch 1644 | loss: 0.0311925 | val_loss: 0.0311974 | Time: 5346.59 ms
[2022-04-08 10:37:42 main:574] : INFO : Epoch 1645 | loss: 0.0311924 | val_loss: 0.0312003 | Time: 5253.55 ms
[2022-04-08 10:37:47 main:574] : INFO : Epoch 1646 | loss: 0.0311918 | val_loss: 0.0312001 | Time: 5169.1 ms
[2022-04-08 10:37:52 main:574] : INFO : Epoch 1647 | loss: 0.0311914 | val_loss: 0.0311977 | Time: 5372.52 ms
[2022-04-08 10:37:58 main:574] : INFO : Epoch 1648 | loss: 0.0311917 | val_loss: 0.0311971 | Time: 5053.57 ms
[2022-04-08 10:38:03 main:574] : INFO : Epoch 1649 | loss: 0.0311918 | val_loss: 0.0311984 | Time: 5680.02 ms
[2022-04-08 10:38:09 main:574] : INFO : Epoch 1650 | loss: 0.0311932 | val_loss: 0.0311944 | Time: 5223.43 ms
[2022-04-08 10:38:14 main:574] : INFO : Epoch 1651 | loss: 0.0311926 | val_loss: 0.0311962 | Time: 5404.55 ms
[2022-04-08 10:38:20 main:574] : INFO : Epoch 1652 | loss: 0.0311947 | val_loss: 0.0312036 | Time: 5209.1 ms
[2022-04-08 10:38:25 main:574] : INFO : Epoch 1653 | loss: 0.0311953 | val_loss: 0.0312052 | Time: 5388.9 ms
[2022-04-08 10:38:30 main:574] : INFO : Epoch 1654 | loss: 0.0311959 | val_loss: 0.0311958 | Time: 5059.48 ms
[2022-04-08 10:38:36 main:574] : INFO : Epoch 1655 | loss: 0.031193 | val_loss: 0.0311983 | Time: 5396.29 ms
[2022-04-08 10:38:41 main:574] : INFO : Epoch 1656 | loss: 0.031196 | val_loss: 0.0311985 | Time: 5077.69 ms
[2022-04-08 10:38:46 main:574] : INFO : Epoch 1657 | loss: 0.0311974 | val_loss: 0.031198 | Time: 5382.65 ms
[2022-04-08 10:38:51 main:574] : INFO : Epoch 1658 | loss: 0.0311991 | val_loss: 0.0311991 | Time: 5029.07 ms
[2022-04-08 10:38:57 main:574] : INFO : Epoch 1659 | loss: 0.0311996 | val_loss: 0.0312002 | Time: 5377.05 ms
[2022-04-08 10:39:02 main:574] : INFO : Epoch 1660 | loss: 0.0311976 | val_loss: 0.0311991 | Time: 5460.59 ms
[2022-04-08 10:39:07 main:574] : INFO : Epoch 1661 | loss: 0.0311954 | val_loss: 0.0311966 | Time: 4982.95 ms
[2022-04-08 10:39:13 main:574] : INFO : Epoch 1662 | loss: 0.031195 | val_loss: 0.0311961 | Time: 5480.25 ms
[2022-04-08 10:39:18 main:574] : INFO : Epoch 1663 | loss: 0.0311947 | val_loss: 0.031201 | Time: 4981.41 ms
[2022-04-08 10:39:24 main:574] : INFO : Epoch 1664 | loss: 0.0311941 | val_loss: 0.0312006 | Time: 5495.69 ms
[2022-04-08 10:39:29 main:574] : INFO : Epoch 1665 | loss: 0.0311955 | val_loss: 0.0311961 | Time: 4956.79 ms
[2022-04-08 10:39:34 main:574] : INFO : Epoch 1666 | loss: 0.0311942 | val_loss: 0.0311959 | Time: 5522.83 ms
[2022-04-08 10:39:39 main:574] : INFO : Epoch 1667 | loss: 0.0311946 | val_loss: 0.0311959 | Time: 4930.99 ms
[2022-04-08 10:39:45 main:574] : INFO : Epoch 1668 | loss: 0.0311964 | val_loss: 0.0311961 | Time: 5538.26 ms
[2022-04-08 10:39:50 main:574] : INFO : Epoch 1669 | loss: 0.0311985 | val_loss: 0.0311961 | Time: 5095.49 ms
[2022-04-08 10:39:56 main:574] : INFO : Epoch 1670 | loss: 0.0311973 | val_loss: 0.0311966 | Time: 5400.3 ms
[2022-04-08 10:40:01 main:574] : INFO : Epoch 1671 | loss: 0.0311935 | val_loss: 0.0311963 | Time: 5179.07 ms
[2022-04-08 10:40:07 main:574] : INFO : Epoch 1672 | loss: 0.0311935 | val_loss: 0.0311951 | Time: 5671.64 ms
[2022-04-08 10:40:12 main:574] : INFO : Epoch 1673 | loss: 0.0311963 | val_loss: 0.0311968 | Time: 5053.61 ms
[2022-04-08 10:40:17 main:574] : INFO : Epoch 1674 | loss: 0.0312006 | val_loss: 0.0312008 | Time: 5276.64 ms
[2022-04-08 10:40:23 main:574] : INFO : Epoch 1675 | loss: 0.0311986 | val_loss: 0.0311979 | Time: 5450.72 ms
[2022-04-08 10:40:28 main:574] : INFO : Epoch 1676 | loss: 0.0311953 | val_loss: 0.0311961 | Time: 5327.37 ms
[2022-04-08 10:40:34 main:574] : INFO : Epoch 1677 | loss: 0.0311941 | val_loss: 0.0311962 | Time: 5466.28 ms
[2022-04-08 10:40:39 main:574] : INFO : Epoch 1678 | loss: 0.031195 | val_loss: 0.0311993 | Time: 5193.7 ms
[2022-04-08 10:40:44 main:574] : INFO : Epoch 1679 | loss: 0.0311961 | val_loss: 0.0311953 | Time: 5494.26 ms
[2022-04-08 10:40:49 main:574] : INFO : Epoch 1680 | loss: 0.0311954 | val_loss: 0.0311975 | Time: 4961.67 ms
[2022-04-08 10:40:55 main:574] : INFO : Epoch 1681 | loss: 0.0311944 | val_loss: 0.0311957 | Time: 5693.59 ms
[2022-04-08 10:41:01 main:574] : INFO : Epoch 1682 | loss: 0.0311965 | val_loss: 0.031195 | Time: 5195.22 ms
[2022-04-08 10:41:06 main:574] : INFO : Epoch 1683 | loss: 0.0311944 | val_loss: 0.0311946 | Time: 5688.63 ms
[2022-04-08 10:41:12 main:574] : INFO : Epoch 1684 | loss: 0.0311937 | val_loss: 0.0311974 | Time: 5191.43 ms
[2022-04-08 10:41:17 main:574] : INFO : Epoch 1685 | loss: 0.0311957 | val_loss: 0.0311965 | Time: 5248.9 ms
[2022-04-08 10:41:22 main:574] : INFO : Epoch 1686 | loss: 0.0311926 | val_loss: 0.031196 | Time: 5052.76 ms
[2022-04-08 10:41:27 main:574] : INFO : Epoch 1687 | loss: 0.031193 | val_loss: 0.0311947 | Time: 5154.43 ms
[2022-04-08 10:41:33 main:574] : INFO : Epoch 1688 | loss: 0.0311967 | val_loss: 0.0311956 | Time: 5397.77 ms
[2022-04-08 10:41:38 main:574] : INFO : Epoch 1689 | loss: 0.0311933 | val_loss: 0.031194 | Time: 5060.91 ms
[2022-04-08 10:41:43 main:574] : INFO : Epoch 1690 | loss: 0.0311929 | val_loss: 0.0311978 | Time: 5551.81 ms
[2022-04-08 10:41:48 main:574] : INFO : Epoch 1691 | loss: 0.0311931 | val_loss: 0.0311951 | Time: 4970.03 ms
[2022-04-08 10:41:54 main:574] : INFO : Epoch 1692 | loss: 0.0311929 | val_loss: 0.0311949 | Time: 5565.86 ms
[2022-04-08 10:41:59 main:574] : INFO : Epoch 1693 | loss: 0.0311929 | val_loss: 0.0311967 | Time: 5060.41 ms
[2022-04-08 10:42:05 main:574] : INFO : Epoch 1694 | loss: 0.0311916 | val_loss: 0.031195 | Time: 5492.28 ms
[2022-04-08 10:42:10 main:574] : INFO : Epoch 1695 | loss: 0.0311914 | val_loss: 0.0311941 | Time: 5125.65 ms
[2022-04-08 10:42:16 main:574] : INFO : Epoch 1696 | loss: 0.0311939 | val_loss: 0.0311973 | Time: 5602.54 ms
[2022-04-08 10:42:21 main:574] : INFO : Epoch 1697 | loss: 0.0311947 | val_loss: 0.0311947 | Time: 5088.31 ms
[2022-04-08 10:42:26 main:574] : INFO : Epoch 1698 | loss: 0.0311956 | val_loss: 0.0311953 | Time: 5430.24 ms
[2022-04-08 10:42:31 main:574] : INFO : Epoch 1699 | loss: 0.0311921 | val_loss: 0.0311955 | Time: 5068.7 ms
[2022-04-08 10:42:37 main:574] : INFO : Epoch 1700 | loss: 0.0311915 | val_loss: 0.0311926 | Time: 5374.44 ms
[2022-04-08 10:42:42 main:574] : INFO : Epoch 1701 | loss: 0.0311905 | val_loss: 0.0311917 | Time: 5193.92 ms
[2022-04-08 10:42:47 main:574] : INFO : Epoch 1702 | loss: 0.031191 | val_loss: 0.0311927 | Time: 5163.96 ms
[2022-04-08 10:42:53 main:574] : INFO : Epoch 1703 | loss: 0.031191 | val_loss: 0.0311935 | Time: 5366.79 ms
[2022-04-08 10:42:58 main:574] : INFO : Epoch 1704 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 5004.32 ms
[2022-04-08 10:43:03 main:574] : INFO : Epoch 1705 | loss: 0.031191 | val_loss: 0.0311927 | Time: 5550.08 ms
[2022-04-08 10:43:09 main:574] : INFO : Epoch 1706 | loss: 0.0311897 | val_loss: 0.031193 | Time: 5252.23 ms
[2022-04-08 10:43:14 main:574] : INFO : Epoch 1707 | loss: 0.0311906 | val_loss: 0.0311945 | Time: 5489.48 ms
[2022-04-08 10:43:19 main:574] : INFO : Epoch 1708 | loss: 0.0311906 | val_loss: 0.0311909 | Time: 5131.97 ms
[2022-04-08 10:43:25 main:574] : INFO : Epoch 1709 | loss: 0.0311882 | val_loss: 0.0311912 | Time: 5465.09 ms
[2022-04-08 10:43:30 main:574] : INFO : Epoch 1710 | loss: 0.0311878 | val_loss: 0.0311908 | Time: 4949.11 ms
[2022-04-08 10:43:35 main:574] : INFO : Epoch 1711 | loss: 0.031189 | val_loss: 0.0311944 | Time: 5405.55 ms
[2022-04-08 10:43:41 main:574] : INFO : Epoch 1712 | loss: 0.0311881 | val_loss: 0.0311931 | Time: 5058.73 ms
[2022-04-08 10:43:46 main:574] : INFO : Epoch 1713 | loss: 0.0311891 | val_loss: 0.0311954 | Time: 5402.02 ms
[2022-04-08 10:43:52 main:574] : INFO : Epoch 1714 | loss: 0.0311909 | val_loss: 0.031195 | Time: 5405.88 ms
[2022-04-08 10:43:57 main:574] : INFO : Epoch 1715 | loss: 0.0311896 | val_loss: 0.0311971 | Time: 5311.28 ms
[2022-04-08 10:44:02 main:574] : INFO : Epoch 1716 | loss: 0.0311904 | val_loss: 0.0311936 | Time: 5184.59 ms
[2022-04-08 10:44:07 main:574] : INFO : Epoch 1717 | loss: 0.0311891 | val_loss: 0.0311944 | Time: 5181.33 ms
[2022-04-08 10:44:13 main:574] : INFO : Epoch 1718 | loss: 0.0311887 | val_loss: 0.0311948 | Time: 5315.1 ms
[2022-04-08 10:44:18 main:574] : INFO : Epoch 1719 | loss: 0.0311903 | val_loss: 0.0311939 | Time: 5043.87 ms
[2022-04-08 10:44:23 main:574] : INFO : Epoch 1720 | loss: 0.0311904 | val_loss: 0.0311934 | Time: 5394.02 ms
[2022-04-08 10:44:28 main:574] : INFO : Epoch 1721 | loss: 0.0311906 | val_loss: 0.0311952 | Time: 4951.36 ms
[2022-04-08 10:44:34 main:574] : INFO : Epoch 1722 | loss: 0.0311924 | val_loss: 0.0311946 | Time: 5477.69 ms
[2022-04-08 10:44:39 main:574] : INFO : Epoch 1723 | loss: 0.0311919 | val_loss: 0.0311934 | Time: 4998.23 ms
[2022-04-08 10:44:44 main:574] : INFO : Epoch 1724 | loss: 0.0311921 | val_loss: 0.031203 | Time: 5410.8 ms
[2022-04-08 10:44:49 main:574] : INFO : Epoch 1725 | loss: 0.0311943 | val_loss: 0.0311959 | Time: 4928.24 ms
[2022-04-08 10:44:55 main:574] : INFO : Epoch 1726 | loss: 0.0311883 | val_loss: 0.0311943 | Time: 5361.29 ms
[2022-04-08 10:45:00 main:574] : INFO : Epoch 1727 | loss: 0.0311877 | val_loss: 0.0311935 | Time: 5263.26 ms
[2022-04-08 10:45:06 main:574] : INFO : Epoch 1728 | loss: 0.0311871 | val_loss: 0.0311921 | Time: 5591.62 ms
[2022-04-08 10:45:11 main:574] : INFO : Epoch 1729 | loss: 0.0311883 | val_loss: 0.0311944 | Time: 5012.71 ms
[2022-04-08 10:45:17 main:574] : INFO : Epoch 1730 | loss: 0.031188 | val_loss: 0.0311927 | Time: 5571.54 ms
[2022-04-08 10:45:22 main:574] : INFO : Epoch 1731 | loss: 0.0311877 | val_loss: 0.0311928 | Time: 4941.49 ms
[2022-04-08 10:45:27 main:574] : INFO : Epoch 1732 | loss: 0.0311879 | val_loss: 0.0311941 | Time: 5427.46 ms
[2022-04-08 10:45:32 main:574] : INFO : Epoch 1733 | loss: 0.0311893 | val_loss: 0.0311953 | Time: 5081.4 ms
[2022-04-08 10:45:37 main:574] : INFO : Epoch 1734 | loss: 0.0311908 | val_loss: 0.031193 | Time: 5098.62 ms
[2022-04-08 10:45:43 main:574] : INFO : Epoch 1735 | loss: 0.0311892 | val_loss: 0.0311935 | Time: 5338.79 ms
[2022-04-08 10:45:48 main:574] : INFO : Epoch 1736 | loss: 0.0311911 | val_loss: 0.0311963 | Time: 5112.19 ms
[2022-04-08 10:45:54 main:574] : INFO : Epoch 1737 | loss: 0.0311943 | val_loss: 0.0311951 | Time: 5480.95 ms
[2022-04-08 10:45:59 main:574] : INFO : Epoch 1738 | loss: 0.0311923 | val_loss: 0.0311945 | Time: 5509.85 ms
[2022-04-08 10:46:05 main:574] : INFO : Epoch 1739 | loss: 0.0311939 | val_loss: 0.0311981 | Time: 5576.24 ms
[2022-04-08 10:46:10 main:574] : INFO : Epoch 1740 | loss: 0.0311951 | val_loss: 0.0311964 | Time: 4903 ms
[2022-04-08 10:46:15 main:574] : INFO : Epoch 1741 | loss: 0.0311975 | val_loss: 0.0311978 | Time: 5512.01 ms
[2022-04-08 10:46:20 main:574] : INFO : Epoch 1742 | loss: 0.0311995 | val_loss: 0.0311992 | Time: 4959.73 ms
[2022-04-08 10:46:26 main:574] : INFO : Epoch 1743 | loss: 0.0311989 | val_loss: 0.0311991 | Time: 5397.86 ms
[2022-04-08 10:46:31 main:574] : INFO : Epoch 1744 | loss: 0.0311959 | val_loss: 0.0311996 | Time: 5049.89 ms
[2022-04-08 10:46:37 main:574] : INFO : Epoch 1745 | loss: 0.0311989 | val_loss: 0.0311985 | Time: 5631.77 ms
[2022-04-08 10:46:42 main:574] : INFO : Epoch 1746 | loss: 0.0311983 | val_loss: 0.0312002 | Time: 5188.11 ms
[2022-04-08 10:46:47 main:574] : INFO : Epoch 1747 | loss: 0.0311949 | val_loss: 0.0311968 | Time: 5328.57 ms
[2022-04-08 10:46:52 main:574] : INFO : Epoch 1748 | loss: 0.0311942 | val_loss: 0.0311964 | Time: 5119.04 ms
[2022-04-08 10:46:58 main:574] : INFO : Epoch 1749 | loss: 0.0311951 | val_loss: 0.0311962 | Time: 5229.36 ms
[2022-04-08 10:47:03 main:574] : INFO : Epoch 1750 | loss: 0.0311956 | val_loss: 0.0311984 | Time: 5547.41 ms
[2022-04-08 10:47:09 main:574] : INFO : Epoch 1751 | loss: 0.031195 | val_loss: 0.0311995 | Time: 5132.48 ms
[2022-04-08 10:47:14 main:574] : INFO : Epoch 1752 | loss: 0.031194 | val_loss: 0.0311977 | Time: 5404.86 ms
[2022-04-08 10:47:19 main:574] : INFO : Epoch 1753 | loss: 0.0311946 | val_loss: 0.0312089 | Time: 5144.32 ms
[2022-04-08 10:47:25 main:574] : INFO : Epoch 1754 | loss: 0.031199 | val_loss: 0.031196 | Time: 5511.09 ms
[2022-04-08 10:47:30 main:574] : INFO : Epoch 1755 | loss: 0.0311937 | val_loss: 0.0311957 | Time: 5092.34 ms
[2022-04-08 10:47:35 main:574] : INFO : Epoch 1756 | loss: 0.0311959 | val_loss: 0.0311994 | Time: 5393.6 ms
[2022-04-08 10:47:41 main:574] : INFO : Epoch 1757 | loss: 0.0311946 | val_loss: 0.0312032 | Time: 5027.96 ms
[2022-04-08 10:47:46 main:574] : INFO : Epoch 1758 | loss: 0.0311967 | val_loss: 0.0311999 | Time: 5340.65 ms
[2022-04-08 10:47:51 main:574] : INFO : Epoch 1759 | loss: 0.0311957 | val_loss: 0.0311976 | Time: 4975.63 ms
[2022-04-08 10:47:57 main:574] : INFO : Epoch 1760 | loss: 0.0311947 | val_loss: 0.0311962 | Time: 5526.42 ms
[2022-04-08 10:48:02 main:574] : INFO : Epoch 1761 | loss: 0.0311947 | val_loss: 0.0311944 | Time: 5134.81 ms
[2022-04-08 10:48:07 main:574] : INFO : Epoch 1762 | loss: 0.0311936 | val_loss: 0.0311968 | Time: 5439.85 ms
[2022-04-08 10:48:12 main:574] : INFO : Epoch 1763 | loss: 0.0311928 | val_loss: 0.0311963 | Time: 5040.6 ms
[2022-04-08 10:48:18 main:574] : INFO : Epoch 1764 | loss: 0.0311932 | val_loss: 0.0311977 | Time: 5333.85 ms
[2022-04-08 10:48:23 main:574] : INFO : Epoch 1765 | loss: 0.0311934 | val_loss: 0.031197 | Time: 5233.15 ms
[2022-04-08 10:48:28 main:574] : INFO : Epoch 1766 | loss: 0.0311937 | val_loss: 0.0312 | Time: 5024.87 ms
[2022-04-08 10:48:34 main:574] : INFO : Epoch 1767 | loss: 0.031194 | val_loss: 0.0311965 | Time: 5499.7 ms
[2022-04-08 10:48:39 main:574] : INFO : Epoch 1768 | loss: 0.0311927 | val_loss: 0.0311959 | Time: 5091.69 ms
[2022-04-08 10:48:44 main:574] : INFO : Epoch 1769 | loss: 0.0311952 | val_loss: 0.0311968 | Time: 5383.24 ms
[2022-04-08 10:48:49 main:574] : INFO : Epoch 1770 | loss: 0.0311954 | val_loss: 0.0311972 | Time: 4948.84 ms
[2022-04-08 10:48:55 main:574] : INFO : Epoch 1771 | loss: 0.0311971 | val_loss: 0.0311937 | Time: 5604.79 ms
[2022-04-08 10:49:00 main:574] : INFO : Epoch 1772 | loss: 0.0311926 | val_loss: 0.0311945 | Time: 5039.23 ms
[2022-04-08 10:49:06 main:574] : INFO : Epoch 1773 | loss: 0.0311924 | val_loss: 0.0311946 | Time: 5622.57 ms
[2022-04-08 10:49:11 main:574] : INFO : Epoch 1774 | loss: 0.0311933 | val_loss: 0.0311941 | Time: 4996.43 ms
[2022-04-08 10:49:17 main:574] : INFO : Epoch 1775 | loss: 0.0311918 | val_loss: 0.0311934 | Time: 5406.17 ms
[2022-04-08 10:49:22 main:574] : INFO : Epoch 1776 | loss: 0.0311918 | val_loss: 0.0311962 | Time: 5017.82 ms
[2022-04-08 10:49:27 main:574] : INFO : Epoch 1777 | loss: 0.0311912 | val_loss: 0.0311953 | Time: 5483.33 ms
[2022-04-08 10:49:32 main:574] : INFO : Epoch 1778 | loss: 0.0311924 | val_loss: 0.0311941 | Time: 5082.3 ms
[2022-04-08 10:49:38 main:574] : INFO : Epoch 1779 | loss: 0.0311917 | val_loss: 0.0311926 | Time: 5299.66 ms
[2022-04-08 10:49:43 main:574] : INFO : Epoch 1780 | loss: 0.0311909 | val_loss: 0.0311935 | Time: 5277.61 ms
[2022-04-08 10:49:48 main:574] : INFO : Epoch 1781 | loss: 0.0311931 | val_loss: 0.0311939 | Time: 5087.78 ms
[2022-04-08 10:49:54 main:574] : INFO : Epoch 1782 | loss: 0.0311908 | val_loss: 0.0311919 | Time: 5322.24 ms
[2022-04-08 10:49:59 main:574] : INFO : Epoch 1783 | loss: 0.0311907 | val_loss: 0.0311968 | Time: 5137 ms
[2022-04-08 10:50:05 main:574] : INFO : Epoch 1784 | loss: 0.0311917 | val_loss: 0.0311917 | Time: 5623.27 ms
[2022-04-08 10:50:10 main:574] : INFO : Epoch 1785 | loss: 0.0311916 | val_loss: 0.0311933 | Time: 5132.92 ms
[2022-04-08 10:50:15 main:574] : INFO : Epoch 1786 | loss: 0.031191 | val_loss: 0.0311926 | Time: 5400.58 ms
[2022-04-08 10:50:20 main:574] : INFO : Epoch 1787 | loss: 0.0311913 | val_loss: 0.0311959 | Time: 5078.67 ms
[2022-04-08 10:50:26 main:574] : INFO : Epoch 1788 | loss: 0.0311902 | val_loss: 0.0311956 | Time: 5483.28 ms
[2022-04-08 10:50:31 main:574] : INFO : Epoch 1789 | loss: 0.0311903 | val_loss: 0.0311915 | Time: 4950.36 ms
[2022-04-08 10:50:37 main:574] : INFO : Epoch 1790 | loss: 0.0311888 | val_loss: 0.0311937 | Time: 5596.7 ms
[2022-04-08 10:50:42 main:574] : INFO : Epoch 1791 | loss: 0.0311892 | val_loss: 0.0311928 | Time: 5022.25 ms
[2022-04-08 10:50:47 main:574] : INFO : Epoch 1792 | loss: 0.0311893 | val_loss: 0.0311982 | Time: 5387.7 ms
[2022-04-08 10:50:52 main:574] : INFO : Epoch 1793 | loss: 0.0311913 | val_loss: 0.0312066 | Time: 5057.68 ms
[2022-04-08 10:50:58 main:574] : INFO : Epoch 1794 | loss: 0.0311963 | val_loss: 0.0311993 | Time: 5262.35 ms
[2022-04-08 10:51:03 main:574] : INFO : Epoch 1795 | loss: 0.0311953 | val_loss: 0.0311984 | Time: 5339.94 ms
[2022-04-08 10:51:08 main:574] : INFO : Epoch 1796 | loss: 0.0311949 | val_loss: 0.0311956 | Time: 5079.72 ms
[2022-04-08 10:51:14 main:574] : INFO : Epoch 1797 | loss: 0.0311942 | val_loss: 0.0311965 | Time: 5415.64 ms
[2022-04-08 10:51:19 main:574] : INFO : Epoch 1798 | loss: 0.0311935 | val_loss: 0.0311955 | Time: 5090.06 ms
[2022-04-08 10:51:24 main:574] : INFO : Epoch 1799 | loss: 0.031194 | val_loss: 0.0311959 | Time: 5484.87 ms
[2022-04-08 10:51:29 main:574] : INFO : Epoch 1800 | loss: 0.0311925 | val_loss: 0.0311959 | Time: 4969.42 ms
[2022-04-08 10:51:35 main:574] : INFO : Epoch 1801 | loss: 0.0311946 | val_loss: 0.0311982 | Time: 5504.18 ms
[2022-04-08 10:51:40 main:574] : INFO : Epoch 1802 | loss: 0.0311921 | val_loss: 0.0311983 | Time: 4983.82 ms
[2022-04-08 10:51:46 main:574] : INFO : Epoch 1803 | loss: 0.0311918 | val_loss: 0.0311952 | Time: 5373.44 ms
[2022-04-08 10:51:51 main:574] : INFO : Epoch 1804 | loss: 0.0311906 | val_loss: 0.0311948 | Time: 4869.03 ms
[2022-04-08 10:51:56 main:574] : INFO : Epoch 1805 | loss: 0.0311903 | val_loss: 0.0311941 | Time: 5432.57 ms
[2022-04-08 10:52:02 main:574] : INFO : Epoch 1806 | loss: 0.0311901 | val_loss: 0.0311944 | Time: 5393.37 ms
[2022-04-08 10:52:07 main:574] : INFO : Epoch 1807 | loss: 0.0311896 | val_loss: 0.031194 | Time: 5458.03 ms
[2022-04-08 10:52:12 main:574] : INFO : Epoch 1808 | loss: 0.0311898 | val_loss: 0.0311946 | Time: 5080.69 ms
[2022-04-08 10:52:18 main:574] : INFO : Epoch 1809 | loss: 0.0311891 | val_loss: 0.0311958 | Time: 5590.24 ms
[2022-04-08 10:52:23 main:574] : INFO : Epoch 1810 | loss: 0.0311901 | val_loss: 0.0311933 | Time: 5310.14 ms
[2022-04-08 10:52:28 main:574] : INFO : Epoch 1811 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 5223.42 ms
[2022-04-08 10:52:34 main:574] : INFO : Epoch 1812 | loss: 0.0311876 | val_loss: 0.0311934 | Time: 5376.6 ms
[2022-04-08 10:52:39 main:574] : INFO : Epoch 1813 | loss: 0.031188 | val_loss: 0.0311939 | Time: 5182.82 ms
[2022-04-08 10:52:45 main:574] : INFO : Epoch 1814 | loss: 0.0311918 | val_loss: 0.0311945 | Time: 5397.38 ms
[2022-04-08 10:52:50 main:574] : INFO : Epoch 1815 | loss: 0.0311953 | val_loss: 0.0311955 | Time: 5057.32 ms
[2022-04-08 10:52:55 main:574] : INFO : Epoch 1816 | loss: 0.0311902 | val_loss: 0.0311952 | Time: 5454.49 ms
[2022-04-08 10:53:01 main:574] : INFO : Epoch 1817 | loss: 0.0311922 | val_loss: 0.0311956 | Time: 5355.07 ms
[2022-04-08 10:53:06 main:574] : INFO : Epoch 1818 | loss: 0.0311903 | val_loss: 0.0311948 | Time: 5599.34 ms
[2022-04-08 10:53:12 main:574] : INFO : Epoch 1819 | loss: 0.03119 | val_loss: 0.0311963 | Time: 5092.36 ms
[2022-04-08 10:53:17 main:574] : INFO : Epoch 1820 | loss: 0.0311917 | val_loss: 0.0311954 | Time: 5447.15 ms
[2022-04-08 10:53:22 main:574] : INFO : Epoch 1821 | loss: 0.0311913 | val_loss: 0.0311952 | Time: 5015.78 ms
[2022-04-08 10:53:28 main:574] : INFO : Epoch 1822 | loss: 0.0311911 | val_loss: 0.0311949 | Time: 5411.72 ms
[2022-04-08 10:53:33 main:574] : INFO : Epoch 1823 | loss: 0.0311917 | val_loss: 0.0311933 | Time: 5051.78 ms
[2022-04-08 10:53:38 main:574] : INFO : Epoch 1824 | loss: 0.031192 | val_loss: 0.0311934 | Time: 5352.55 ms
[2022-04-08 10:53:44 main:574] : INFO : Epoch 1825 | loss: 0.0311918 | val_loss: 0.031197 | Time: 5291.74 ms
[2022-04-08 10:53:49 main:574] : INFO : Epoch 1826 | loss: 0.0311927 | val_loss: 0.0311965 | Time: 5123.39 ms
[2022-04-08 10:53:54 main:574] : INFO : Epoch 1827 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 5396.81 ms
[2022-04-08 10:53:59 main:574] : INFO : Epoch 1828 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 4949.98 ms
[2022-04-08 10:54:05 main:574] : INFO : Epoch 1829 | loss: 0.0311887 | val_loss: 0.0311929 | Time: 5669.59 ms
[2022-04-08 10:54:10 main:574] : INFO : Epoch 1830 | loss: 0.0311896 | val_loss: 0.031194 | Time: 5008.24 ms
[2022-04-08 10:54:16 main:574] : INFO : Epoch 1831 | loss: 0.0311883 | val_loss: 0.0311919 | Time: 5433.02 ms
[2022-04-08 10:54:21 main:574] : INFO : Epoch 1832 | loss: 0.0311883 | val_loss: 0.0311937 | Time: 5061.91 ms
[2022-04-08 10:54:26 main:574] : INFO : Epoch 1833 | loss: 0.0311874 | val_loss: 0.0311934 | Time: 5541.47 ms
[2022-04-08 10:54:31 main:574] : INFO : Epoch 1834 | loss: 0.0311875 | val_loss: 0.0311969 | Time: 4919.35 ms
[2022-04-08 10:54:37 main:574] : INFO : Epoch 1835 | loss: 0.031188 | val_loss: 0.0311941 | Time: 5367.09 ms
[2022-04-08 10:54:42 main:574] : INFO : Epoch 1836 | loss: 0.0311875 | val_loss: 0.0311916 | Time: 5002.01 ms
[2022-04-08 10:54:48 main:574] : INFO : Epoch 1837 | loss: 0.0311905 | val_loss: 0.0311944 | Time: 5433.64 ms
[2022-04-08 10:54:53 main:574] : INFO : Epoch 1838 | loss: 0.0311893 | val_loss: 0.0311923 | Time: 4994.28 ms
[2022-04-08 10:54:58 main:574] : INFO : Epoch 1839 | loss: 0.031189 | val_loss: 0.0311944 | Time: 5395.73 ms
[2022-04-08 10:55:03 main:574] : INFO : Epoch 1840 | loss: 0.0311906 | val_loss: 0.0311926 | Time: 5334.52 ms
[2022-04-08 10:55:09 main:574] : INFO : Epoch 1841 | loss: 0.0311895 | val_loss: 0.031194 | Time: 5200.92 ms
[2022-04-08 10:55:14 main:574] : INFO : Epoch 1842 | loss: 0.0311922 | val_loss: 0.031193 | Time: 5367.21 ms
[2022-04-08 10:55:19 main:574] : INFO : Epoch 1843 | loss: 0.0311907 | val_loss: 0.0311918 | Time: 5116.86 ms
[2022-04-08 10:55:25 main:574] : INFO : Epoch 1844 | loss: 0.0311898 | val_loss: 0.0311925 | Time: 5387.38 ms
[2022-04-08 10:55:30 main:574] : INFO : Epoch 1845 | loss: 0.0311923 | val_loss: 0.0311926 | Time: 5016.37 ms
[2022-04-08 10:55:35 main:574] : INFO : Epoch 1846 | loss: 0.0311948 | val_loss: 0.0311917 | Time: 5450.38 ms
[2022-04-08 10:55:41 main:574] : INFO : Epoch 1847 | loss: 0.031192 | val_loss: 0.0311932 | Time: 5092.98 ms
[2022-04-08 10:55:46 main:574] : INFO : Epoch 1848 | loss: 0.0311903 | val_loss: 0.0311939 | Time: 5448.39 ms
[2022-04-08 10:55:51 main:574] : INFO : Epoch 1849 | loss: 0.0311911 | val_loss: 0.031196 | Time: 4984.01 ms
[2022-04-08 10:55:57 main:574] : INFO : Epoch 1850 | loss: 0.0311921 | val_loss: 0.031196 | Time: 5443.27 ms
[2022-04-08 10:56:02 main:574] : INFO : Epoch 1851 | loss: 0.0311929 | val_loss: 0.0311967 | Time: 5042.85 ms
[2022-04-08 10:56:07 main:574] : INFO : Epoch 1852 | loss: 0.0311946 | val_loss: 0.0311954 | Time: 5357.85 ms
[2022-04-08 10:56:12 main:574] : INFO : Epoch 1853 | loss: 0.0311927 | val_loss: 0.0311939 | Time: 4992.84 ms
[2022-04-08 10:56:18 main:574] : INFO : Epoch 1854 | loss: 0.0311919 | val_loss: 0.0311924 | Time: 5423.64 ms
[2022-04-08 10:56:23 main:574] : INFO : Epoch 1855 | loss: 0.0311942 | val_loss: 0.0311941 | Time: 5037.81 ms
[2022-04-08 10:56:28 main:574] : INFO : Epoch 1856 | loss: 0.031194 | val_loss: 0.0311947 | Time: 5419.52 ms
[2022-04-08 10:56:34 main:574] : INFO : Epoch 1857 | loss: 0.0311979 | val_loss: 0.0311963 | Time: 5212.12 ms
[2022-04-08 10:56:39 main:574] : INFO : Epoch 1858 | loss: 0.031198 | val_loss: 0.0311965 | Time: 5132.84 ms
[2022-04-08 10:56:44 main:574] : INFO : Epoch 1859 | loss: 0.0311985 | val_loss: 0.0311976 | Time: 5318.69 ms
[2022-04-08 10:56:49 main:574] : INFO : Epoch 1860 | loss: 0.0311976 | val_loss: 0.0311967 | Time: 4976.07 ms
[2022-04-08 10:56:55 main:574] : INFO : Epoch 1861 | loss: 0.0311964 | val_loss: 0.0311986 | Time: 5443.92 ms
[2022-04-08 10:57:00 main:574] : INFO : Epoch 1862 | loss: 0.0311948 | val_loss: 0.0311941 | Time: 5000.33 ms
[2022-04-08 10:57:05 main:574] : INFO : Epoch 1863 | loss: 0.031194 | val_loss: 0.0312042 | Time: 5530.73 ms
[2022-04-08 10:57:10 main:574] : INFO : Epoch 1864 | loss: 0.0311955 | val_loss: 0.0311959 | Time: 4850.15 ms
[2022-04-08 10:57:16 main:574] : INFO : Epoch 1865 | loss: 0.0311924 | val_loss: 0.0311959 | Time: 5455.78 ms
[2022-04-08 10:57:21 main:574] : INFO : Epoch 1866 | loss: 0.0311935 | val_loss: 0.0311955 | Time: 5060.09 ms
[2022-04-08 10:57:27 main:574] : INFO : Epoch 1867 | loss: 0.0311939 | val_loss: 0.0311916 | Time: 5585.29 ms
[2022-04-08 10:57:32 main:574] : INFO : Epoch 1868 | loss: 0.0311914 | val_loss: 0.0311925 | Time: 5089.23 ms
[2022-04-08 10:57:37 main:574] : INFO : Epoch 1869 | loss: 0.0311918 | val_loss: 0.0311958 | Time: 5379.12 ms
[2022-04-08 10:57:43 main:574] : INFO : Epoch 1870 | loss: 0.0311913 | val_loss: 0.0311963 | Time: 5220.03 ms
[2022-04-08 10:57:48 main:574] : INFO : Epoch 1871 | loss: 0.0311936 | val_loss: 0.0311938 | Time: 5550.48 ms
[2022-04-08 10:57:54 main:574] : INFO : Epoch 1872 | loss: 0.0311925 | val_loss: 0.0311934 | Time: 5220.39 ms
[2022-04-08 10:57:59 main:574] : INFO : Epoch 1873 | loss: 0.0311918 | val_loss: 0.0311945 | Time: 5178.48 ms
[2022-04-08 10:58:04 main:574] : INFO : Epoch 1874 | loss: 0.0311929 | val_loss: 0.0311933 | Time: 5395.49 ms
[2022-04-08 10:58:09 main:574] : INFO : Epoch 1875 | loss: 0.0311952 | val_loss: 0.0311973 | Time: 4897.89 ms
[2022-04-08 10:58:15 main:574] : INFO : Epoch 1876 | loss: 0.031195 | val_loss: 0.0311958 | Time: 5476.29 ms
[2022-04-08 10:58:20 main:574] : INFO : Epoch 1877 | loss: 0.0311947 | val_loss: 0.0311969 | Time: 4983.53 ms
[2022-04-08 10:58:25 main:574] : INFO : Epoch 1878 | loss: 0.0311961 | val_loss: 0.0311975 | Time: 5550.2 ms
[2022-04-08 10:58:31 main:574] : INFO : Epoch 1879 | loss: 0.0311969 | val_loss: 0.0311938 | Time: 5140.88 ms
[2022-04-08 10:58:36 main:574] : INFO : Epoch 1880 | loss: 0.0311985 | val_loss: 0.0311973 | Time: 5349.44 ms
[2022-04-08 10:58:41 main:574] : INFO : Epoch 1881 | loss: 0.031201 | val_loss: 0.0311971 | Time: 4999.36 ms
[2022-04-08 10:58:47 main:574] : INFO : Epoch 1882 | loss: 0.0311998 | val_loss: 0.0311998 | Time: 5442.12 ms
[2022-04-08 10:58:52 main:574] : INFO : Epoch 1883 | loss: 0.0312014 | val_loss: 0.031199 | Time: 4996.22 ms
[2022-04-08 10:58:57 main:574] : INFO : Epoch 1884 | loss: 0.0312032 | val_loss: 0.0312008 | Time: 5406.23 ms
[2022-04-08 10:59:02 main:574] : INFO : Epoch 1885 | loss: 0.0312005 | val_loss: 0.0311982 | Time: 5095.01 ms
[2022-04-08 10:59:08 main:574] : INFO : Epoch 1886 | loss: 0.0312025 | val_loss: 0.0311997 | Time: 5632.02 ms
[2022-04-08 10:59:13 main:574] : INFO : Epoch 1887 | loss: 0.0311997 | val_loss: 0.0311964 | Time: 5054.23 ms
[2022-04-08 10:59:19 main:574] : INFO : Epoch 1888 | loss: 0.0311988 | val_loss: 0.0311962 | Time: 5325.97 ms
[2022-04-08 10:59:24 main:574] : INFO : Epoch 1889 | loss: 0.0311977 | val_loss: 0.0311966 | Time: 5090.9 ms
[2022-04-08 10:59:29 main:574] : INFO : Epoch 1890 | loss: 0.0311957 | val_loss: 0.0311944 | Time: 5106.66 ms
[2022-04-08 10:59:34 main:574] : INFO : Epoch 1891 | loss: 0.0311975 | val_loss: 0.031197 | Time: 5289.5 ms
[2022-04-08 10:59:39 main:574] : INFO : Epoch 1892 | loss: 0.0311971 | val_loss: 0.0311941 | Time: 5063.64 ms
[2022-04-08 10:59:45 main:574] : INFO : Epoch 1893 | loss: 0.0311954 | val_loss: 0.0311975 | Time: 5463.58 ms
[2022-04-08 10:59:50 main:574] : INFO : Epoch 1894 | loss: 0.0311978 | val_loss: 0.0311951 | Time: 4988.66 ms
[2022-04-08 10:59:56 main:574] : INFO : Epoch 1895 | loss: 0.0311951 | val_loss: 0.031195 | Time: 5545.73 ms
[2022-04-08 11:00:01 main:574] : INFO : Epoch 1896 | loss: 0.031196 | val_loss: 0.0311939 | Time: 5241.28 ms
[2022-04-08 11:00:06 main:574] : INFO : Epoch 1897 | loss: 0.0311951 | val_loss: 0.0311939 | Time: 5394.14 ms
[2022-04-08 11:00:12 main:574] : INFO : Epoch 1898 | loss: 0.0311933 | val_loss: 0.0311918 | Time: 5163.52 ms
[2022-04-08 11:00:17 main:574] : INFO : Epoch 1899 | loss: 0.031194 | val_loss: 0.0311976 | Time: 5487.63 ms
[2022-04-08 11:00:22 main:574] : INFO : Epoch 1900 | loss: 0.0311953 | val_loss: 0.0311922 | Time: 4927.51 ms
[2022-04-08 11:00:28 main:574] : INFO : Epoch 1901 | loss: 0.0311937 | val_loss: 0.031194 | Time: 5371.42 ms
[2022-04-08 11:00:33 main:574] : INFO : Epoch 1902 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 5010.72 ms
[2022-04-08 11:00:38 main:574] : INFO : Epoch 1903 | loss: 0.0311932 | val_loss: 0.0311928 | Time: 5575.27 ms
[2022-04-08 11:00:43 main:574] : INFO : Epoch 1904 | loss: 0.0311916 | val_loss: 0.0311949 | Time: 5039.69 ms
[2022-04-08 11:00:49 main:574] : INFO : Epoch 1905 | loss: 0.0311947 | val_loss: 0.0311981 | Time: 5321.72 ms
[2022-04-08 11:00:54 main:574] : INFO : Epoch 1906 | loss: 0.031195 | val_loss: 0.0311948 | Time: 5139.83 ms
[2022-04-08 11:00:59 main:574] : INFO : Epoch 1907 | loss: 0.0311926 | val_loss: 0.0311963 | Time: 5193.5 ms
[2022-04-08 11:01:05 main:574] : INFO : Epoch 1908 | loss: 0.0311919 | val_loss: 0.0311941 | Time: 5659.37 ms
[2022-04-08 11:01:10 main:574] : INFO : Epoch 1909 | loss: 0.0311917 | val_loss: 0.031194 | Time: 5070.3 ms
[2022-04-08 11:01:16 main:574] : INFO : Epoch 1910 | loss: 0.0311927 | val_loss: 0.0311965 | Time: 5564.53 ms
[2022-04-08 11:01:21 main:574] : INFO : Epoch 1911 | loss: 0.0311935 | val_loss: 0.0311944 | Time: 5122.8 ms
[2022-04-08 11:01:27 main:574] : INFO : Epoch 1912 | loss: 0.0311925 | val_loss: 0.0311932 | Time: 5449.2 ms
[2022-04-08 11:01:32 main:574] : INFO : Epoch 1913 | loss: 0.0311905 | val_loss: 0.0311937 | Time: 5012.47 ms
[2022-04-08 11:01:37 main:574] : INFO : Epoch 1914 | loss: 0.0311902 | val_loss: 0.0311947 | Time: 5459.56 ms
[2022-04-08 11:01:42 main:574] : INFO : Epoch 1915 | loss: 0.0311905 | val_loss: 0.031193 | Time: 5013.74 ms
[2022-04-08 11:01:48 main:574] : INFO : Epoch 1916 | loss: 0.0311907 | val_loss: 0.0311951 | Time: 5417.43 ms
[2022-04-08 11:01:53 main:574] : INFO : Epoch 1917 | loss: 0.0311934 | val_loss: 0.0311954 | Time: 4987.95 ms
[2022-04-08 11:01:58 main:574] : INFO : Epoch 1918 | loss: 0.0311944 | val_loss: 0.031194 | Time: 5380.42 ms
[2022-04-08 11:02:04 main:574] : INFO : Epoch 1919 | loss: 0.0311935 | val_loss: 0.0311962 | Time: 5129.55 ms
[2022-04-08 11:02:09 main:574] : INFO : Epoch 1920 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 5273.89 ms
[2022-04-08 11:02:14 main:574] : INFO : Epoch 1921 | loss: 0.0311923 | val_loss: 0.0311944 | Time: 5385.13 ms
[2022-04-08 11:02:20 main:574] : INFO : Epoch 1922 | loss: 0.0311924 | val_loss: 0.0311932 | Time: 5105.64 ms
[2022-04-08 11:02:25 main:574] : INFO : Epoch 1923 | loss: 0.0311928 | val_loss: 0.0311952 | Time: 5433.51 ms
[2022-04-08 11:02:30 main:574] : INFO : Epoch 1924 | loss: 0.0311934 | val_loss: 0.0311935 | Time: 4937.6 ms
[2022-04-08 11:02:36 main:574] : INFO : Epoch 1925 | loss: 0.0311954 | val_loss: 0.0311959 | Time: 5431.5 ms
[2022-04-08 11:02:41 main:574] : INFO : Epoch 1926 | loss: 0.0311918 | val_loss: 0.0311932 | Time: 4976.29 ms
[2022-04-08 11:02:46 main:574] : INFO : Epoch 1927 | loss: 0.0311907 | val_loss: 0.0311931 | Time: 5542.43 ms
[2022-04-08 11:02:51 main:574] : INFO : Epoch 1928 | loss: 0.0311908 | val_loss: 0.0311927 | Time: 5012.94 ms
[2022-04-08 11:02:57 main:574] : INFO : Epoch 1929 | loss: 0.0311889 | val_loss: 0.0311927 | Time: 5333.77 ms
[2022-04-08 11:03:02 main:574] : INFO : Epoch 1930 | loss: 0.0311895 | val_loss: 0.0311923 | Time: 5161.07 ms
[2022-04-08 11:03:07 main:574] : INFO : Epoch 1931 | loss: 0.0311895 | val_loss: 0.0311921 | Time: 5434.37 ms
[2022-04-08 11:03:13 main:574] : INFO : Epoch 1932 | loss: 0.0311892 | val_loss: 0.0311938 | Time: 4967.29 ms
[2022-04-08 11:03:18 main:574] : INFO : Epoch 1933 | loss: 0.0311904 | val_loss: 0.0311925 | Time: 5452.38 ms
[2022-04-08 11:03:23 main:574] : INFO : Epoch 1934 | loss: 0.0311889 | val_loss: 0.0311919 | Time: 4859.25 ms
[2022-04-08 11:03:29 main:574] : INFO : Epoch 1935 | loss: 0.0311884 | val_loss: 0.0311905 | Time: 5517.55 ms
[2022-04-08 11:03:34 main:574] : INFO : Epoch 1936 | loss: 0.0311891 | val_loss: 0.0311913 | Time: 4976.02 ms
[2022-04-08 11:03:39 main:574] : INFO : Epoch 1937 | loss: 0.031192 | val_loss: 0.0311993 | Time: 5341.22 ms
[2022-04-08 11:03:44 main:574] : INFO : Epoch 1938 | loss: 0.0311935 | val_loss: 0.0311927 | Time: 5325.05 ms
[2022-04-08 11:03:50 main:574] : INFO : Epoch 1939 | loss: 0.0311889 | val_loss: 0.0311916 | Time: 5195.53 ms
[2022-04-08 11:03:55 main:574] : INFO : Epoch 1940 | loss: 0.0311893 | val_loss: 0.0311928 | Time: 5295.2 ms
[2022-04-08 11:04:00 main:574] : INFO : Epoch 1941 | loss: 0.0311895 | val_loss: 0.0311919 | Time: 4970.08 ms
[2022-04-08 11:04:06 main:574] : INFO : Epoch 1942 | loss: 0.0311901 | val_loss: 0.0311952 | Time: 5640.26 ms
[2022-04-08 11:04:11 main:574] : INFO : Epoch 1943 | loss: 0.0311929 | val_loss: 0.031196 | Time: 5037.33 ms
[2022-04-08 11:04:16 main:574] : INFO : Epoch 1944 | loss: 0.0311892 | val_loss: 0.0311926 | Time: 5395.49 ms
[2022-04-08 11:04:21 main:574] : INFO : Epoch 1945 | loss: 0.0311892 | val_loss: 0.031195 | Time: 4997.64 ms
[2022-04-08 11:04:27 main:574] : INFO : Epoch 1946 | loss: 0.0311898 | val_loss: 0.031193 | Time: 5350.62 ms
[2022-04-08 11:04:32 main:574] : INFO : Epoch 1947 | loss: 0.0311894 | val_loss: 0.0311913 | Time: 4981.84 ms
[2022-04-08 11:04:37 main:574] : INFO : Epoch 1948 | loss: 0.0311904 | val_loss: 0.031194 | Time: 5516.44 ms
[2022-04-08 11:04:43 main:574] : INFO : Epoch 1949 | loss: 0.0311899 | val_loss: 0.0311928 | Time: 4950.34 ms
[2022-04-08 11:04:48 main:574] : INFO : Epoch 1950 | loss: 0.0311889 | val_loss: 0.0311909 | Time: 5723.01 ms
[2022-04-08 11:04:54 main:574] : INFO : Epoch 1951 | loss: 0.0311882 | val_loss: 0.0311933 | Time: 5208.26 ms
[2022-04-08 11:04:59 main:574] : INFO : Epoch 1952 | loss: 0.0311883 | val_loss: 0.0311918 | Time: 5395.95 ms
[2022-04-08 11:05:04 main:574] : INFO : Epoch 1953 | loss: 0.0311872 | val_loss: 0.0311908 | Time: 5248.9 ms
[2022-04-08 11:05:09 main:574] : INFO : Epoch 1954 | loss: 0.0311871 | val_loss: 0.0311946 | Time: 5085.84 ms
[2022-04-08 11:05:15 main:574] : INFO : Epoch 1955 | loss: 0.031188 | val_loss: 0.0311903 | Time: 5277.78 ms
[2022-04-08 11:05:20 main:574] : INFO : Epoch 1956 | loss: 0.0311873 | val_loss: 0.0311899 | Time: 5121.33 ms
[2022-04-08 11:05:26 main:574] : INFO : Epoch 1957 | loss: 0.0311867 | val_loss: 0.0311905 | Time: 5479.29 ms
[2022-04-08 11:05:31 main:574] : INFO : Epoch 1958 | loss: 0.0311877 | val_loss: 0.0311896 | Time: 5017.85 ms
[2022-04-08 11:05:36 main:574] : INFO : Epoch 1959 | loss: 0.0311879 | val_loss: 0.0311919 | Time: 5497.75 ms
[2022-04-08 11:05:41 main:574] : INFO : Epoch 1960 | loss: 0.0311882 | val_loss: 0.0311935 | Time: 5065.91 ms
[2022-04-08 11:05:47 main:574] : INFO : Epoch 1961 | loss: 0.0311873 | val_loss: 0.031193 | Time: 5457.39 ms
[2022-04-08 11:05:52 main:574] : INFO : Epoch 1962 | loss: 0.0311867 | val_loss: 0.0311921 | Time: 4869.05 ms
[2022-04-08 11:05:57 main:574] : INFO : Epoch 1963 | loss: 0.0311867 | val_loss: 0.0311933 | Time: 5431.37 ms
[2022-04-08 11:06:03 main:574] : INFO : Epoch 1964 | loss: 0.0311864 | val_loss: 0.0311928 | Time: 5180.97 ms
[2022-04-08 11:06:08 main:574] : INFO : Epoch 1965 | loss: 0.0311861 | val_loss: 0.0311922 | Time: 5442.52 ms
[2022-04-08 11:06:13 main:574] : INFO : Epoch 1966 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 4869.88 ms
[2022-04-08 11:06:19 main:574] : INFO : Epoch 1967 | loss: 0.0311857 | val_loss: 0.031193 | Time: 5356.61 ms
[2022-04-08 11:06:24 main:574] : INFO : Epoch 1968 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 5082.03 ms
[2022-04-08 11:06:29 main:574] : INFO : Epoch 1969 | loss: 0.0311863 | val_loss: 0.0311931 | Time: 5386.31 ms
[2022-04-08 11:06:34 main:574] : INFO : Epoch 1970 | loss: 0.0311858 | val_loss: 0.0311904 | Time: 5081.7 ms
[2022-04-08 11:06:39 main:574] : INFO : Epoch 1971 | loss: 0.031186 | val_loss: 0.0311908 | Time: 5154.46 ms
[2022-04-08 11:06:45 main:574] : INFO : Epoch 1972 | loss: 0.0311848 | val_loss: 0.0311898 | Time: 5234.72 ms
[2022-04-08 11:06:50 main:574] : INFO : Epoch 1973 | loss: 0.0311858 | val_loss: 0.0311893 | Time: 5194.88 ms
[2022-04-08 11:06:56 main:574] : INFO : Epoch 1974 | loss: 0.031188 | val_loss: 0.0311913 | Time: 5461.25 ms
[2022-04-08 11:07:01 main:574] : INFO : Epoch 1975 | loss: 0.0311879 | val_loss: 0.0311911 | Time: 5339.98 ms
[2022-04-08 11:07:07 main:574] : INFO : Epoch 1976 | loss: 0.0311866 | val_loss: 0.0311935 | Time: 5494.47 ms
[2022-04-08 11:07:12 main:574] : INFO : Epoch 1977 | loss: 0.0311859 | val_loss: 0.0311907 | Time: 5017.29 ms
[2022-04-08 11:07:17 main:574] : INFO : Epoch 1978 | loss: 0.031186 | val_loss: 0.0311947 | Time: 5375.65 ms
[2022-04-08 11:07:22 main:574] : INFO : Epoch 1979 | loss: 0.031187 | val_loss: 0.0311917 | Time: 5046.14 ms
[2022-04-08 11:07:28 main:574] : INFO : Epoch 1980 | loss: 0.0311849 | val_loss: 0.0311904 | Time: 5352.8 ms
[2022-04-08 11:07:33 main:574] : INFO : Epoch 1981 | loss: 0.0311865 | val_loss: 0.0311907 | Time: 4937.98 ms
[2022-04-08 11:07:38 main:574] : INFO : Epoch 1982 | loss: 0.0311855 | val_loss: 0.0311902 | Time: 5558.7 ms
[2022-04-08 11:07:43 main:574] : INFO : Epoch 1983 | loss: 0.0311851 | val_loss: 0.0311913 | Time: 5040.19 ms
[2022-04-08 11:07:49 main:574] : INFO : Epoch 1984 | loss: 0.0311854 | val_loss: 0.0311897 | Time: 5399.86 ms
[2022-04-08 11:07:54 main:574] : INFO : Epoch 1985 | loss: 0.0311858 | val_loss: 0.0311925 | Time: 4989.58 ms
[2022-04-08 11:08:00 main:574] : INFO : Epoch 1986 | loss: 0.0311881 | val_loss: 0.0311897 | Time: 5490.27 ms
[2022-04-08 11:08:05 main:574] : INFO : Epoch 1987 | loss: 0.0311849 | val_loss: 0.0311906 | Time: 5329.85 ms
[2022-04-08 11:08:10 main:574] : INFO : Epoch 1988 | loss: 0.0311855 | val_loss: 0.0311916 | Time: 5109.94 ms
[2022-04-08 11:08:16 main:574] : INFO : Epoch 1989 | loss: 0.0311845 | val_loss: 0.0311902 | Time: 5379.86 ms
[2022-04-08 11:08:21 main:574] : INFO : Epoch 1990 | loss: 0.0311842 | val_loss: 0.0311895 | Time: 5037.96 ms
[2022-04-08 11:08:26 main:574] : INFO : Epoch 1991 | loss: 0.0311834 | val_loss: 0.0311898 | Time: 5511.73 ms
[2022-04-08 11:08:32 main:574] : INFO : Epoch 1992 | loss: 0.0311836 | val_loss: 0.0311906 | Time: 4987.94 ms
[2022-04-08 11:08:37 main:574] : INFO : Epoch 1993 | loss: 0.0311858 | val_loss: 0.0311913 | Time: 5485.69 ms
[2022-04-08 11:08:42 main:574] : INFO : Epoch 1994 | loss: 0.0311847 | val_loss: 0.0311901 | Time: 5005.01 ms
[2022-04-08 11:08:48 main:574] : INFO : Epoch 1995 | loss: 0.0311836 | val_loss: 0.0311897 | Time: 5326.03 ms
[2022-04-08 11:08:53 main:574] : INFO : Epoch 1996 | loss: 0.0311853 | val_loss: 0.0311911 | Time: 4969.22 ms
[2022-04-08 11:08:58 main:574] : INFO : Epoch 1997 | loss: 0.0311855 | val_loss: 0.0311994 | Time: 5610.4 ms
[2022-04-08 11:09:04 main:574] : INFO : Epoch 1998 | loss: 0.0311862 | val_loss: 0.03119 | Time: 5294.22 ms
[2022-04-08 11:09:09 main:574] : INFO : Epoch 1999 | loss: 0.0311836 | val_loss: 0.0311885 | Time: 5370.65 ms
[2022-04-08 11:09:14 main:574] : INFO : Epoch 2000 | loss: 0.0311834 | val_loss: 0.0311894 | Time: 4886.13 ms
[2022-04-08 11:09:20 main:574] : INFO : Epoch 2001 | loss: 0.0311832 | val_loss: 0.0311888 | Time: 5395.23 ms
[2022-04-08 11:09:25 main:574] : INFO : Epoch 2002 | loss: 0.0311833 | val_loss: 0.0311894 | Time: 5202.23 ms
[2022-04-08 11:09:30 main:574] : INFO : Epoch 2003 | loss: 0.0311829 | val_loss: 0.0311877 | Time: 5143.19 ms
[2022-04-08 11:09:36 main:574] : INFO : Epoch 2004 | loss: 0.0311831 | val_loss: 0.0311899 | Time: 5456.46 ms
[2022-04-08 11:09:41 main:574] : INFO : Epoch 2005 | loss: 0.0311846 | val_loss: 0.0311911 | Time: 4962.33 ms
[2022-04-08 11:09:46 main:574] : INFO : Epoch 2006 | loss: 0.0311843 | val_loss: 0.0311943 | Time: 5350.31 ms
[2022-04-08 11:09:51 main:574] : INFO : Epoch 2007 | loss: 0.0311848 | val_loss: 0.031193 | Time: 5075.06 ms
[2022-04-08 11:09:57 main:574] : INFO : Epoch 2008 | loss: 0.0311838 | val_loss: 0.0311912 | Time: 5476.06 ms
[2022-04-08 11:10:02 main:574] : INFO : Epoch 2009 | loss: 0.0311837 | val_loss: 0.0311902 | Time: 5122.02 ms
[2022-04-08 11:10:07 main:574] : INFO : Epoch 2010 | loss: 0.0311855 | val_loss: 0.0311924 | Time: 5437.1 ms
[2022-04-08 11:10:12 main:574] : INFO : Epoch 2011 | loss: 0.0311862 | val_loss: 0.0311943 | Time: 5069.09 ms
[2022-04-08 11:10:18 main:574] : INFO : Epoch 2012 | loss: 0.0311863 | val_loss: 0.0311906 | Time: 5582.79 ms
[2022-04-08 11:10:23 main:574] : INFO : Epoch 2013 | loss: 0.031186 | val_loss: 0.0311916 | Time: 5131.62 ms
[2022-04-08 11:10:29 main:574] : INFO : Epoch 2014 | loss: 0.031186 | val_loss: 0.0311895 | Time: 5524.26 ms
[2022-04-08 11:10:34 main:574] : INFO : Epoch 2015 | loss: 0.0311924 | val_loss: 0.031192 | Time: 4988.54 ms
[2022-04-08 11:10:40 main:574] : INFO : Epoch 2016 | loss: 0.0311907 | val_loss: 0.0311909 | Time: 5366.94 ms
[2022-04-08 11:10:45 main:574] : INFO : Epoch 2017 | loss: 0.0311889 | val_loss: 0.0311916 | Time: 5094.45 ms
[2022-04-08 11:10:50 main:574] : INFO : Epoch 2018 | loss: 0.0311882 | val_loss: 0.0311921 | Time: 5238.98 ms
[2022-04-08 11:10:55 main:574] : INFO : Epoch 2019 | loss: 0.0311872 | val_loss: 0.0311897 | Time: 5371.3 ms
[2022-04-08 11:11:01 main:574] : INFO : Epoch 2020 | loss: 0.0311879 | val_loss: 0.0311923 | Time: 5295.1 ms
[2022-04-08 11:11:06 main:574] : INFO : Epoch 2021 | loss: 0.0311861 | val_loss: 0.0311902 | Time: 5405.49 ms
[2022-04-08 11:11:11 main:574] : INFO : Epoch 2022 | loss: 0.0311851 | val_loss: 0.0311896 | Time: 5061.93 ms
[2022-04-08 11:11:17 main:574] : INFO : Epoch 2023 | loss: 0.0311849 | val_loss: 0.0311902 | Time: 5521.02 ms
[2022-04-08 11:11:22 main:574] : INFO : Epoch 2024 | loss: 0.0311847 | val_loss: 0.03119 | Time: 5001.21 ms
[2022-04-08 11:11:28 main:574] : INFO : Epoch 2025 | loss: 0.0311843 | val_loss: 0.0311896 | Time: 5440.61 ms
[2022-04-08 11:11:33 main:574] : INFO : Epoch 2026 | loss: 0.0311852 | val_loss: 0.0311899 | Time: 4925.3 ms
[2022-04-08 11:11:38 main:574] : INFO : Epoch 2027 | loss: 0.0311854 | val_loss: 0.0311905 | Time: 5381.94 ms
[2022-04-08 11:11:43 main:574] : INFO : Epoch 2028 | loss: 0.0311864 | val_loss: 0.0311885 | Time: 5025.25 ms
[2022-04-08 11:11:49 main:574] : INFO : Epoch 2029 | loss: 0.0311857 | val_loss: 0.0311889 | Time: 5432.78 ms
[2022-04-08 11:11:54 main:574] : INFO : Epoch 2030 | loss: 0.0311854 | val_loss: 0.0311902 | Time: 5052.11 ms
[2022-04-08 11:11:59 main:574] : INFO : Epoch 2031 | loss: 0.031185 | val_loss: 0.0311917 | Time: 5483.13 ms
[2022-04-08 11:12:05 main:574] : INFO : Epoch 2032 | loss: 0.031185 | val_loss: 0.0311914 | Time: 5244.8 ms
[2022-04-08 11:12:10 main:574] : INFO : Epoch 2033 | loss: 0.0311849 | val_loss: 0.0311914 | Time: 5295.26 ms
[2022-04-08 11:12:15 main:574] : INFO : Epoch 2034 | loss: 0.0311846 | val_loss: 0.0311923 | Time: 5255.92 ms
[2022-04-08 11:12:20 main:574] : INFO : Epoch 2035 | loss: 0.0311846 | val_loss: 0.0311918 | Time: 5054.81 ms
[2022-04-08 11:12:26 main:574] : INFO : Epoch 2036 | loss: 0.0311853 | val_loss: 0.0311928 | Time: 5480.18 ms
[2022-04-08 11:12:31 main:574] : INFO : Epoch 2037 | loss: 0.0311861 | val_loss: 0.031193 | Time: 5193.5 ms
[2022-04-08 11:12:37 main:574] : INFO : Epoch 2038 | loss: 0.0311869 | val_loss: 0.0311932 | Time: 5536.46 ms
[2022-04-08 11:12:42 main:574] : INFO : Epoch 2039 | loss: 0.0311858 | val_loss: 0.0311928 | Time: 5027.73 ms
[2022-04-08 11:12:48 main:574] : INFO : Epoch 2040 | loss: 0.0311852 | val_loss: 0.0311943 | Time: 5498.31 ms
[2022-04-08 11:12:53 main:574] : INFO : Epoch 2041 | loss: 0.0311855 | val_loss: 0.0311908 | Time: 5005.15 ms
[2022-04-08 11:12:58 main:574] : INFO : Epoch 2042 | loss: 0.0311851 | val_loss: 0.031193 | Time: 5595.8 ms
[2022-04-08 11:13:04 main:574] : INFO : Epoch 2043 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 5289.26 ms
[2022-04-08 11:13:09 main:574] : INFO : Epoch 2044 | loss: 0.0311847 | val_loss: 0.0311919 | Time: 5491.88 ms
[2022-04-08 11:13:14 main:574] : INFO : Epoch 2045 | loss: 0.0311845 | val_loss: 0.031192 | Time: 4998.12 ms
[2022-04-08 11:13:20 main:574] : INFO : Epoch 2046 | loss: 0.0311833 | val_loss: 0.0311917 | Time: 5417.93 ms
[2022-04-08 11:13:25 main:574] : INFO : Epoch 2047 | loss: 0.0311844 | val_loss: 0.0311916 | Time: 4996.65 ms
[2022-04-08 11:13:30 main:574] : INFO : Epoch 2048 | loss: 0.0311855 | val_loss: 0.0311919 | Time: 5249.42 ms
[2022-04-08 11:13:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311919
[2022-04-08 11:13:30 main:603] : INFO : Saving end state to config to file
[2022-04-08 11:13:30 main:608] : INFO : Success, exiting..
11:13:30 (28044): 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)