Task 13813422
| Name | ParityModified-1647045959-6538-2-0_0 |
| Workunit | 10895700 |
| Created | 26 Mar 2022, 18:51:14 UTC |
| Sent | 2 Apr 2022, 18:49:38 UTC |
| Report deadline | 10 Apr 2022, 18:49:38 UTC |
| Received | 10 Apr 2022, 20:51:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4555 |
| Run time | 3 hours 34 min 51 sec |
| CPU time | 2 hours 37 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,509.28 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 993 | Time: 5773.35 ms [2022-04-10 02:52:07 main:574] : INFO : Epoch 1542 | loss: 0.0312019 | val_loss: 0.0312 | Time: 7469.68 ms [2022-04-10 02:52:14 main:574] : INFO : Epoch 1543 | loss: 0.0312012 | val_loss: 0.0311997 | Time: 6926.16 ms [2022-04-10 02:52:19 main:574] : INFO : Epoch 1544 | loss: 0.0312016 | val_loss: 0.0311997 | Time: 5487.9 ms [2022-04-10 02:52:25 main:574] : INFO : Epoch 1545 | loss: 0.0312017 | val_loss: 0.0311992 | Time: 6037.84 ms [2022-04-10 02:52:31 main:574] : INFO : Epoch 1546 | loss: 0.0312012 | val_loss: 0.0311992 | Time: 5437.99 ms [2022-04-10 02:52:36 main:574] : INFO : Epoch 1547 | loss: 0.0312017 | val_loss: 0.0311996 | Time: 5260.52 ms [2022-04-10 02:52:42 main:574] : INFO : Epoch 1548 | loss: 0.0312013 | val_loss: 0.0311992 | Time: 5880.78 ms [2022-04-10 02:52:47 main:574] : INFO : Epoch 1549 | loss: 0.0312023 | val_loss: 0.0312002 | Time: 4780.2 ms [2022-04-10 02:52:53 main:574] : INFO : Epoch 1550 | loss: 0.0312036 | val_loss: 0.0311994 | Time: 6573.32 ms [2022-04-10 02:52:58 main:574] : INFO : Epoch 1551 | loss: 0.0312022 | val_loss: 0.0311991 | Time: 4893.04 ms [2022-04-10 02:53:05 main:574] : INFO : Epoch 1552 | loss: 0.0312014 | val_loss: 0.031201 | Time: 6527.4 ms [2022-04-10 02:53:12 main:574] : INFO : Epoch 1553 | loss: 0.0312018 | val_loss: 0.0311995 | Time: 6477.76 ms [2022-04-10 02:53:17 main:574] : INFO : Epoch 1554 | loss: 0.0312015 | val_loss: 0.0311997 | Time: 4997.63 ms [2022-04-10 02:53:22 main:574] : INFO : Epoch 1555 | loss: 0.0312031 | val_loss: 0.0312009 | Time: 5707.23 ms [2022-04-10 02:53:28 main:574] : INFO : Epoch 1556 | loss: 0.031202 | val_loss: 0.0311991 | Time: 5281 ms [2022-04-10 02:53:34 main:574] : INFO : Epoch 1557 | loss: 0.0312009 | val_loss: 0.0311997 | Time: 6620.54 ms [2022-04-10 02:53:40 main:574] : INFO : Epoch 1558 | loss: 0.0312005 | val_loss: 0.0312006 | Time: 6196.4 ms [2022-04-10 02:53:46 main:574] : INFO : Epoch 1559 | loss: 0.0312018 | val_loss: 0.0311992 | Time: 5488.93 ms [2022-04-10 02:53:52 main:574] : INFO : Epoch 1560 | loss: 0.0312007 | val_loss: 0.0311994 | Time: 5528.01 ms [2022-04-10 02:53:57 main:574] : INFO : Epoch 1561 | loss: 0.0312008 | val_loss: 0.0311993 | Time: 4955.9 ms [2022-04-10 02:54:03 main:574] : INFO : Epoch 1562 | loss: 0.0312008 | val_loss: 0.0312 | Time: 6250.24 ms [2022-04-10 02:54:10 main:574] : INFO : Epoch 1563 | loss: 0.0312019 | val_loss: 0.0312043 | Time: 6539.7 ms [2022-04-10 02:54:16 main:574] : INFO : Epoch 1564 | loss: 0.0312063 | val_loss: 0.031203 | Time: 6447.63 ms [2022-04-10 02:54:21 main:574] : INFO : Epoch 1565 | loss: 0.0312022 | val_loss: 0.0312003 | Time: 4747.96 ms [2022-04-10 02:54:26 main:574] : INFO : Epoch 1566 | loss: 0.0312013 | val_loss: 0.0312006 | Time: 5049 ms [2022-04-10 02:54:33 main:574] : INFO : Epoch 1567 | loss: 0.0312028 | val_loss: 0.0311996 | Time: 6244.56 ms [2022-04-10 02:54:38 main:574] : INFO : Epoch 1568 | loss: 0.0312013 | val_loss: 0.0311993 | Time: 5266.42 ms [2022-04-10 02:54:44 main:574] : INFO : Epoch 1569 | loss: 0.0312011 | val_loss: 0.0311994 | Time: 6526.12 ms [2022-04-10 02:54:49 main:574] : INFO : Epoch 1570 | loss: 0.0312006 | val_loss: 0.0311997 | Time: 4779.81 ms [2022-04-10 02:54:55 main:574] : INFO : Epoch 1571 | loss: 0.0312006 | val_loss: 0.0311989 | Time: 6258.06 ms [2022-04-10 02:55:00 main:574] : INFO : Epoch 1572 | loss: 0.0312006 | val_loss: 0.0311991 | Time: 4464.98 ms [2022-04-10 02:55:07 main:574] : INFO : Epoch 1573 | loss: 0.0312012 | val_loss: 0.0311994 | Time: 6300.76 ms [2022-04-10 02:55:13 main:574] : INFO : Epoch 1574 | loss: 0.0312013 | val_loss: 0.0312012 | Time: 6416.62 ms [2022-04-10 02:55:18 main:574] : INFO : Epoch 1575 | loss: 0.0312005 | val_loss: 0.0312002 | Time: 4749.75 ms [2022-04-10 02:55:25 main:574] : INFO : Epoch 1576 | loss: 0.0312006 | val_loss: 0.0312008 | Time: 6758.25 ms [2022-04-10 02:55:29 main:574] : INFO : Epoch 1577 | loss: 0.0312009 | val_loss: 0.0312027 | Time: 4617.33 ms [2022-04-10 02:55:35 main:574] : INFO : Epoch 1578 | loss: 0.0312034 | val_loss: 0.0312006 | Time: 5974.41 ms [2022-04-10 02:55:42 main:574] : INFO : Epoch 1579 | loss: 0.0312013 | val_loss: 0.0312003 | Time: 6228.07 ms [2022-04-10 02:55:47 main:574] : INFO : Epoch 1580 | loss: 0.0312009 | val_loss: 0.0311989 | Time: 5707.6 ms [2022-04-10 02:55:54 main:574] : INFO : Epoch 1581 | loss: 0.0312004 | val_loss: 0.0311991 | Time: 6577.88 ms [2022-04-10 02:55:59 main:574] : INFO : Epoch 1582 | loss: 0.0312002 | val_loss: 0.0311995 | Time: 4970.13 ms [2022-04-10 02:56:05 main:574] : INFO : Epoch 1583 | loss: 0.0312008 | val_loss: 0.0312001 | Time: 6148.22 ms [2022-04-10 02:56:10 main:574] : INFO : Epoch 1584 | loss: 0.0312004 | val_loss: 0.0311989 | Time: 4602.54 ms [2022-04-10 02:56:16 main:574] : INFO : Epoch 1585 | loss: 0.0312008 | val_loss: 0.0311988 | Time: 6517.32 ms [2022-04-10 02:56:22 main:574] : INFO : Epoch 1586 | loss: 0.0312009 | val_loss: 0.0312003 | Time: 5859.17 ms [2022-04-10 02:56:27 main:574] : INFO : Epoch 1587 | loss: 0.0312 | val_loss: 0.0311991 | Time: 5026.36 ms [2022-04-10 02:56:34 main:574] : INFO : Epoch 1588 | loss: 0.0312 | val_loss: 0.0311996 | Time: 6210.1 ms [2022-04-10 02:56:40 main:574] : INFO : Epoch 1589 | loss: 0.0312019 | val_loss: 0.0311987 | Time: 6326.94 ms [2022-04-10 02:56:46 main:574] : INFO : Epoch 1590 | loss: 0.0312019 | val_loss: 0.0312007 | Time: 6272.02 ms [2022-04-10 02:56:51 main:574] : INFO : Epoch 1591 | loss: 0.0312011 | val_loss: 0.0311991 | Time: 4795.46 ms [2022-04-10 02:56:57 main:574] : INFO : Epoch 1592 | loss: 0.0312002 | val_loss: 0.0312008 | Time: 5724.51 ms [2022-04-10 02:57:03 main:574] : INFO : Epoch 1593 | loss: 0.0312005 | val_loss: 0.0312006 | Time: 5596 ms [2022-04-10 02:57:09 main:574] : INFO : Epoch 1594 | loss: 0.031202 | val_loss: 0.0311995 | Time: 6543.5 ms [2022-04-10 02:57:16 main:574] : INFO : Epoch 1595 | loss: 0.0311999 | val_loss: 0.0311989 | Time: 6480.18 ms [2022-04-10 02:57:21 main:574] : INFO : Epoch 1596 | loss: 0.0312016 | val_loss: 0.0311992 | Time: 4737.14 ms [2022-04-10 02:57:27 main:574] : INFO : Epoch 1597 | loss: 0.0312005 | val_loss: 0.0311991 | Time: 5976.13 ms [2022-04-10 02:57:32 main:574] : INFO : Epoch 1598 | loss: 0.0312013 | val_loss: 0.0311989 | Time: 5371.02 ms [2022-04-10 02:57:37 main:574] : INFO : Epoch 1599 | loss: 0.0312018 | val_loss: 0.0312024 | Time: 5027.9 ms [2022-04-10 02:57:43 main:574] : INFO : Epoch 1600 | loss: 0.0312011 | val_loss: 0.0311994 | Time: 5890.99 ms [2022-04-10 02:57:49 main:574] : INFO : Epoch 1601 | loss: 0.0312027 | val_loss: 0.031205 | Time: 5262.87 ms [2022-04-10 02:57:55 main:574] : INFO : Epoch 1602 | loss: 0.031202 | val_loss: 0.0312001 | Time: 6098.98 ms [2022-04-10 02:58:00 main:574] : INFO : Epoch 1603 | loss: 0.0312006 | val_loss: 0.0311985 | Time: 4766.29 ms [2022-04-10 02:58:06 main:574] : INFO : Epoch 1604 | loss: 0.0312009 | val_loss: 0.0311999 | Time: 6077.37 ms [2022-04-10 02:58:10 main:574] : INFO : Epoch 1605 | loss: 0.0312009 | val_loss: 0.0311987 | Time: 4539.99 ms [2022-04-10 02:58:17 main:574] : INFO : Epoch 1606 | loss: 0.0312003 | val_loss: 0.0312 | Time: 6633.67 ms [2022-04-10 02:58:22 main:574] : INFO : Epoch 1607 | loss: 0.0312004 | val_loss: 0.0311984 | Time: 4972.42 ms [2022-04-10 02:58:32 main:574] : INFO : Epoch 1608 | loss: 0.0312023 | val_loss: 0.031204 | Time: 9586.89 ms [2022-04-10 02:58:37 main:574] : INFO : Epoch 1609 | loss: 0.0312041 | val_loss: 0.0311997 | Time: 5295.21 ms [2022-04-10 02:58:42 main:574] : INFO : Epoch 1610 | loss: 0.0312014 | val_loss: 0.0311997 | Time: 4628.28 ms [2022-04-10 02:58:48 main:574] : INFO : Epoch 1611 | loss: 0.0312 | val_loss: 0.0311991 | Time: 5893.08 ms [2022-04-10 02:58:53 main:574] : INFO : Epoch 1612 | loss: 0.0312081 | val_loss: 0.0312084 | Time: 4854.35 ms [2022-04-10 02:59:00 main:574] : INFO : Epoch 1613 | loss: 0.0312114 | val_loss: 0.031207 | Time: 6608.49 ms [2022-04-10 02:59:06 main:574] : INFO : Epoch 1614 | loss: 0.0312074 | val_loss: 0.0312008 | Time: 6270.02 ms [2022-04-10 02:59:13 main:574] : INFO : Epoch 1615 | loss: 0.0312058 | val_loss: 0.0312007 | Time: 6553.79 ms [2022-04-10 02:59:20 main:574] : INFO : Epoch 1616 | loss: 0.0312046 | val_loss: 0.0312001 | Time: 6696.03 ms [2022-04-10 02:59:26 main:574] : INFO : Epoch 1617 | loss: 0.0312041 | val_loss: 0.0311997 | Time: 6491.93 ms [2022-04-10 02:59:32 main:574] : INFO : Epoch 1618 | loss: 0.0312036 | val_loss: 0.0312002 | Time: 5869.81 ms [2022-04-10 02:59:38 main:574] : INFO : Epoch 1619 | loss: 0.0312037 | val_loss: 0.0311992 | Time: 6315.69 ms [2022-04-10 02:59:45 main:574] : INFO : Epoch 1620 | loss: 0.031203 | val_loss: 0.0311998 | Time: 6151.29 ms [2022-04-10 02:59:49 main:574] : INFO : Epoch 1621 | loss: 0.0312032 | val_loss: 0.0311992 | Time: 4719.75 ms [2022-04-10 02:59:55 main:574] : INFO : Epoch 1622 | loss: 0.0312033 | val_loss: 0.0311996 | Time: 6226.43 ms [2022-04-10 03:00:01 main:574] : INFO : Epoch 1623 | loss: 0.0312031 | val_loss: 0.0311984 | Time: 5209.53 ms [2022-04-10 03:00:07 main:574] : INFO : Epoch 1624 | loss: 0.0312035 | val_loss: 0.0311984 | Time: 6282.83 ms [2022-04-10 03:00:13 main:574] : INFO : Epoch 1625 | loss: 0.0312031 | val_loss: 0.0311995 | Time: 6204.3 ms [2022-04-10 03:00:19 main:574] : INFO : Epoch 1626 | loss: 0.0312037 | val_loss: 0.0311995 | Time: 5776.98 ms [2022-04-10 03:00:25 main:574] : INFO : Epoch 1627 | loss: 0.0312028 | val_loss: 0.031198 | Time: 5745.06 ms [2022-04-10 03:00:29 main:574] : INFO : Epoch 1628 | loss: 0.0312039 | val_loss: 0.031198 | Time: 4575.16 ms [2022-04-10 03:00:36 main:574] : INFO : Epoch 1629 | loss: 0.0312057 | val_loss: 0.0311988 | Time: 6884.54 ms [2022-04-10 03:00:42 main:574] : INFO : Epoch 1630 | loss: 0.0312053 | val_loss: 0.0311985 | Time: 5409.58 ms [2022-04-10 03:00:49 main:574] : INFO : Epoch 1631 | loss: 0.0312019 | val_loss: 0.0311994 | Time: 6644.6 ms [2022-04-10 03:00:53 main:574] : INFO : Epoch 1632 | loss: 0.031202 | val_loss: 0.0311982 | Time: 4781.72 ms [2022-04-10 03:00:59 main:574] : INFO : Epoch 1633 | loss: 0.0312022 | val_loss: 0.0311982 | Time: 5260.84 ms [2022-04-10 03:01:04 main:574] : INFO : Epoch 1634 | loss: 0.0312019 | val_loss: 0.0312008 | Time: 5523.91 ms [2022-04-10 03:01:09 main:574] : INFO : Epoch 1635 | loss: 0.0312023 | val_loss: 0.0311981 | Time: 4784.87 ms [2022-04-10 03:01:15 main:574] : INFO : Epoch 1636 | loss: 0.0312015 | val_loss: 0.0312 | Time: 5817.81 ms [2022-04-10 03:01:20 main:574] : INFO : Epoch 1637 | loss: 0.0312023 | val_loss: 0.0311994 | Time: 5072.6 ms [2022-04-10 03:01:26 main:574] : INFO : Epoch 1638 | loss: 0.031202 | val_loss: 0.0312001 | Time: 6237.31 ms [2022-04-10 03:01:31 main:574] : INFO : Epoch 1639 | loss: 0.0312018 | val_loss: 0.0311985 | Time: 4257.52 ms [2022-04-10 03:01:37 main:574] : INFO : Epoch 1640 | loss: 0.0312032 | val_loss: 0.031203 | Time: 6059.07 ms [2022-04-10 03:01:41 main:574] : INFO : Epoch 1641 | loss: 0.031204 | val_loss: 0.0311993 | Time: 4494.69 ms [2022-04-10 03:01:48 main:574] : INFO : Epoch 1642 | loss: 0.0312019 | val_loss: 0.0311986 | Time: 6374.75 ms [2022-04-10 03:01:52 main:574] : INFO : Epoch 1643 | loss: 0.0312018 | val_loss: 0.031199 | Time: 4430.43 ms [2022-04-10 03:01:59 main:574] : INFO : Epoch 1644 | loss: 0.0312025 | val_loss: 0.0311983 | Time: 6147.15 ms [2022-04-10 03:02:05 main:574] : INFO : Epoch 1645 | loss: 0.0312017 | val_loss: 0.0312001 | Time: 6807.54 ms [2022-04-10 03:02:10 main:574] : INFO : Epoch 1646 | loss: 0.0312033 | val_loss: 0.031198 | Time: 4834.07 ms [2022-04-10 03:02:17 main:574] : INFO : Epoch 1647 | loss: 0.0312022 | val_loss: 0.0311978 | Time: 6404.31 ms [2022-04-10 03:02:21 main:574] : INFO : Epoch 1648 | loss: 0.0312013 | val_loss: 0.0312025 | Time: 4592.62 ms [2022-04-10 03:02:27 main:574] : INFO : Epoch 1649 | loss: 0.0312071 | val_loss: 0.0312089 | Time: 6081.49 ms [2022-04-10 03:02:33 main:574] : INFO : Epoch 1650 | loss: 0.0312062 | val_loss: 0.0311992 | Time: 5079.35 ms [2022-04-10 03:02:39 main:574] : INFO : Epoch 1651 | loss: 0.0312034 | val_loss: 0.0311983 | Time: 6213.02 ms [2022-04-10 03:02:44 main:574] : INFO : Epoch 1652 | loss: 0.0312024 | val_loss: 0.0311988 | Time: 4667.22 ms [2022-04-10 03:02:50 main:574] : INFO : Epoch 1653 | loss: 0.0312022 | val_loss: 0.0311984 | Time: 6066.68 ms [2022-04-10 03:02:56 main:574] : INFO : Epoch 1654 | loss: 0.0312022 | val_loss: 0.0312041 | Time: 5999.96 ms [2022-04-10 03:03:02 main:574] : INFO : Epoch 1655 | loss: 0.0312032 | val_loss: 0.0311982 | Time: 6416.47 ms [2022-04-10 03:03:08 main:574] : INFO : Epoch 1656 | loss: 0.0312013 | val_loss: 0.0311983 | Time: 6138.87 ms [2022-04-10 03:03:13 main:574] : INFO : Epoch 1657 | loss: 0.031204 | val_loss: 0.0311989 | Time: 4598.83 ms [2022-04-10 03:03:19 main:574] : INFO : Epoch 1658 | loss: 0.0312017 | val_loss: 0.0311983 | Time: 6074.82 ms [2022-04-10 03:03:24 main:574] : INFO : Epoch 1659 | loss: 0.0312008 | val_loss: 0.0312011 | Time: 4843.95 ms [2022-04-10 03:03:30 main:574] : INFO : Epoch 1660 | loss: 0.0312069 | val_loss: 0.0312043 | Time: 5654.69 ms [2022-04-10 03:03:36 main:574] : INFO : Epoch 1661 | loss: 0.0312034 | val_loss: 0.0311982 | Time: 6058.09 ms [2022-04-10 03:03:49 main:574] : INFO : Epoch 1662 | loss: 0.0312009 | val_loss: 0.0311998 | Time: 13016.5 ms [2022-04-10 03:03:54 main:574] : INFO : Epoch 1663 | loss: 0.0312013 | val_loss: 0.0311991 | Time: 5345.18 ms [2022-04-10 03:04:00 main:574] : INFO : Epoch 1664 | loss: 0.0312011 | val_loss: 0.0311982 | Time: 5796.94 ms [2022-04-10 03:04:08 main:574] : INFO : Epoch 1665 | loss: 0.0312023 | val_loss: 0.0311984 | Time: 7157.04 ms [2022-04-10 03:04:12 main:574] : INFO : Epoch 1666 | loss: 0.0312009 | val_loss: 0.0311982 | Time: 4507.42 ms [2022-04-10 03:04:18 main:574] : INFO : Epoch 1667 | loss: 0.031201 | val_loss: 0.0312 | Time: 6076.73 ms [2022-04-10 03:04:23 main:574] : INFO : Epoch 1668 | loss: 0.0312021 | val_loss: 0.0312007 | Time: 4590.49 ms [2022-04-10 03:04:29 main:574] : INFO : Epoch 1669 | loss: 0.0312014 | val_loss: 0.0311991 | Time: 5624.39 ms [2022-04-10 03:04:34 main:574] : INFO : Epoch 1670 | loss: 0.0312019 | val_loss: 0.0312006 | Time: 5610.15 ms [2022-04-10 03:04:39 main:574] : INFO : Epoch 1671 | loss: 0.0312021 | val_loss: 0.0312004 | Time: 4893.03 ms [2022-04-10 03:04:45 main:574] : INFO : Epoch 1672 | loss: 0.0312012 | val_loss: 0.031199 | Time: 5635.65 ms [2022-04-10 03:04:49 main:574] : INFO : Epoch 1673 | loss: 0.0312017 | val_loss: 0.0311984 | Time: 4403.85 ms [2022-04-10 03:04:55 main:574] : INFO : Epoch 1674 | loss: 0.0312012 | val_loss: 0.0311992 | Time: 5764.13 ms [2022-04-10 03:05:00 main:574] : INFO : Epoch 1675 | loss: 0.031201 | val_loss: 0.0311982 | Time: 4863.96 ms [2022-04-10 03:05:07 main:574] : INFO : Epoch 1676 | loss: 0.0312005 | val_loss: 0.0311987 | Time: 6762.94 ms [2022-04-10 03:05:12 main:574] : INFO : Epoch 1677 | loss: 0.0312004 | val_loss: 0.0311992 | Time: 4648.06 ms [2022-04-10 03:05:18 main:574] : INFO : Epoch 1678 | loss: 0.031201 | val_loss: 0.0312022 | Time: 6286.55 ms [2022-04-10 03:05:24 main:574] : INFO : Epoch 1679 | loss: 0.0312013 | val_loss: 0.0311983 | Time: 5521.13 ms [2022-04-10 03:05:29 main:574] : INFO : Epoch 1680 | loss: 0.0312008 | val_loss: 0.0311985 | Time: 5269.09 ms [2022-04-10 03:05:34 main:574] : INFO : Epoch 1681 | loss: 0.0312012 | val_loss: 0.0311994 | Time: 4810.86 ms [2022-04-10 03:05:40 main:574] : INFO : Epoch 1682 | loss: 0.0312009 | val_loss: 0.0311993 | Time: 6119.43 ms [2022-04-10 03:05:46 main:574] : INFO : Epoch 1683 | loss: 0.0312003 | val_loss: 0.0312 | Time: 6181.42 ms [2022-04-10 03:05:51 main:574] : INFO : Epoch 1684 | loss: 0.031201 | val_loss: 0.0311982 | Time: 4490.76 ms [2022-04-10 03:05:57 main:574] : INFO : Epoch 1685 | loss: 0.0312001 | val_loss: 0.0311985 | Time: 6307.61 ms [2022-04-10 03:06:02 main:574] : INFO : Epoch 1686 | loss: 0.0311999 | val_loss: 0.0311992 | Time: 4648.71 ms [2022-04-10 03:06:08 main:574] : INFO : Epoch 1687 | loss: 0.031201 | val_loss: 0.0312002 | Time: 6416.2 ms [2022-04-10 03:06:13 main:574] : INFO : Epoch 1688 | loss: 0.0312008 | val_loss: 0.0311983 | Time: 4377.93 ms [2022-04-10 03:06:19 main:574] : INFO : Epoch 1689 | loss: 0.0312003 | val_loss: 0.031198 | Time: 6452.02 ms [2022-04-10 03:06:24 main:574] : INFO : Epoch 1690 | loss: 0.0312002 | val_loss: 0.0311989 | Time: 4409.83 ms [2022-04-10 03:06:30 main:574] : INFO : Epoch 1691 | loss: 0.0312 | val_loss: 0.0311998 | Time: 6358.7 ms [2022-04-10 03:06:34 main:574] : INFO : Epoch 1692 | loss: 0.031201 | val_loss: 0.0311986 | Time: 4155.8 ms [2022-04-10 03:06:40 main:574] : INFO : Epoch 1693 | loss: 0.0311997 | val_loss: 0.0312007 | Time: 6052.13 ms [2022-04-10 03:06:45 main:574] : INFO : Epoch 1694 | loss: 0.0312005 | val_loss: 0.031198 | Time: 4879.35 ms [2022-04-10 03:06:52 main:574] : INFO : Epoch 1695 | loss: 0.0311995 | val_loss: 0.0311984 | Time: 6668.94 ms [2022-04-10 03:06:57 main:574] : INFO : Epoch 1696 | loss: 0.0311992 | val_loss: 0.0311979 | Time: 5296.72 ms [2022-04-10 03:07:02 main:574] : INFO : Epoch 1697 | loss: 0.0311995 | val_loss: 0.0311976 | Time: 4803.76 ms [2022-04-10 03:07:08 main:574] : INFO : Epoch 1698 | loss: 0.0312001 | val_loss: 0.0311974 | Time: 5699.04 ms [2022-04-10 03:07:14 main:574] : INFO : Epoch 1699 | loss: 0.0312001 | val_loss: 0.0312002 | Time: 6118.35 ms [2022-04-10 03:07:21 main:574] : INFO : Epoch 1700 | loss: 0.0312003 | val_loss: 0.0311983 | Time: 6512.75 ms [2022-04-10 03:07:25 main:574] : INFO : Epoch 1701 | loss: 0.0311996 | val_loss: 0.031202 | Time: 4635.33 ms [2022-04-10 03:07:31 main:574] : INFO : Epoch 1702 | loss: 0.0312 | val_loss: 0.0312036 | Time: 6112.75 ms [2022-04-10 03:07:36 main:574] : INFO : Epoch 1703 | loss: 0.0311993 | val_loss: 0.0311989 | Time: 4937.56 ms [2022-04-10 03:07:43 main:574] : INFO : Epoch 1704 | loss: 0.0311983 | val_loss: 0.0311976 | Time: 6092.9 ms [2022-04-10 03:07:49 main:574] : INFO : Epoch 1705 | loss: 0.0311995 | val_loss: 0.0311992 | Time: 6100.96 ms [2022-04-10 03:07:55 main:574] : INFO : Epoch 1706 | loss: 0.0312012 | val_loss: 0.0312035 | Time: 6395.05 ms [2022-04-10 03:08:01 main:574] : INFO : Epoch 1707 | loss: 0.0312005 | val_loss: 0.0312019 | Time: 5775.05 ms [2022-04-10 03:08:07 main:574] : INFO : Epoch 1708 | loss: 0.0311993 | val_loss: 0.0311972 | Time: 5913.91 ms [2022-04-10 03:08:12 main:574] : INFO : Epoch 1709 | loss: 0.0311989 | val_loss: 0.0311984 | Time: 4680.04 ms [2022-04-10 03:08:18 main:574] : INFO : Epoch 1710 | loss: 0.031198 | val_loss: 0.0311982 | Time: 5912.88 ms [2022-04-10 03:08:22 main:574] : INFO : Epoch 1711 | loss: 0.0311983 | val_loss: 0.0311978 | Time: 4293.06 ms [2022-04-10 03:08:29 main:574] : INFO : Epoch 1712 | loss: 0.0311981 | val_loss: 0.0311982 | Time: 6759.74 ms [2022-04-10 03:08:34 main:574] : INFO : Epoch 1713 | loss: 0.0311979 | val_loss: 0.0311979 | Time: 5379.02 ms [2022-04-10 03:08:41 main:574] : INFO : Epoch 1714 | loss: 0.031198 | val_loss: 0.0311972 | Time: 6250.3 ms [2022-04-10 03:08:45 main:574] : INFO : Epoch 1715 | loss: 0.0311988 | val_loss: 0.0311978 | Time: 4454.48 ms [2022-04-10 03:08:51 main:574] : INFO : Epoch 1716 | loss: 0.0311976 | val_loss: 0.0311992 | Time: 5944.65 ms [2022-04-10 03:08:57 main:574] : INFO : Epoch 1717 | loss: 0.0311982 | val_loss: 0.0311994 | Time: 5393.57 ms [2022-04-10 03:09:02 main:574] : INFO : Epoch 1718 | loss: 0.0311987 | val_loss: 0.0311972 | Time: 4996.83 ms [2022-04-10 03:09:11 main:574] : INFO : Epoch 1719 | loss: 0.0311974 | val_loss: 0.0311976 | Time: 9550.43 ms [2022-04-10 03:09:16 main:574] : INFO : Epoch 1720 | loss: 0.0311975 | val_loss: 0.0311996 | Time: 5023.57 ms [2022-04-10 03:09:22 main:574] : INFO : Epoch 1721 | loss: 0.0311972 | val_loss: 0.0311979 | Time: 5468.2 ms [2022-04-10 03:09:28 main:574] : INFO : Epoch 1722 | loss: 0.0311963 | val_loss: 0.0311939 | Time: 6214.34 ms [2022-04-10 03:09:33 main:574] : INFO : Epoch 1723 | loss: 0.0311954 | val_loss: 0.0311951 | Time: 4821.87 ms [2022-04-10 03:09:40 main:574] : INFO : Epoch 1724 | loss: 0.0311951 | val_loss: 0.0311966 | Time: 6454.81 ms [2022-04-10 03:09:46 main:574] : INFO : Epoch 1725 | loss: 0.031197 | val_loss: 0.0311936 | Time: 5682.5 ms [2022-04-10 03:09:52 main:574] : INFO : Epoch 1726 | loss: 0.0311949 | val_loss: 0.0311964 | Time: 5927.18 ms [2022-04-10 03:09:58 main:574] : INFO : Epoch 1727 | loss: 0.0311938 | val_loss: 0.0311915 | Time: 5849.66 ms [2022-04-10 03:10:03 main:574] : INFO : Epoch 1728 | loss: 0.0311942 | val_loss: 0.0311905 | Time: 4742.95 ms [2022-04-10 03:10:08 main:574] : INFO : Epoch 1729 | loss: 0.0311945 | val_loss: 0.0311945 | Time: 5906.49 ms [2022-04-10 03:10:14 main:574] : INFO : Epoch 1730 | loss: 0.0311932 | val_loss: 0.0311926 | Time: 5399.28 ms [2022-04-10 03:10:20 main:574] : INFO : Epoch 1731 | loss: 0.0311933 | val_loss: 0.0311899 | Time: 6386.82 ms [2022-04-10 03:10:25 main:574] : INFO : Epoch 1732 | loss: 0.0311935 | val_loss: 0.0311908 | Time: 4825.83 ms [2022-04-10 03:10:32 main:574] : INFO : Epoch 1733 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 6794.52 ms [2022-04-10 03:10:37 main:574] : INFO : Epoch 1734 | loss: 0.0311918 | val_loss: 0.0311931 | Time: 5184.83 ms [2022-04-10 03:10:43 main:574] : INFO : Epoch 1735 | loss: 0.0311894 | val_loss: 0.0311938 | Time: 5163.17 ms [2022-04-10 03:10:48 main:574] : INFO : Epoch 1736 | loss: 0.0311899 | val_loss: 0.0311891 | Time: 5611.34 ms [2022-04-10 03:10:53 main:574] : INFO : Epoch 1737 | loss: 0.0311883 | val_loss: 0.0311898 | Time: 4560.57 ms [2022-04-10 03:10:59 main:574] : INFO : Epoch 1738 | loss: 0.0311884 | val_loss: 0.031187 | Time: 6037.15 ms [2022-04-10 03:11:04 main:574] : INFO : Epoch 1739 | loss: 0.0311895 | val_loss: 0.0311909 | Time: 4650.3 ms [2022-04-10 03:11:10 main:574] : INFO : Epoch 1740 | loss: 0.0311892 | val_loss: 0.0311891 | Time: 6194.85 ms [2022-04-10 03:11:14 main:574] : INFO : Epoch 1741 | loss: 0.0311881 | val_loss: 0.0311906 | Time: 4479.94 ms [2022-04-10 03:11:21 main:574] : INFO : Epoch 1742 | loss: 0.0311897 | val_loss: 0.0311915 | Time: 6042.71 ms [2022-04-10 03:11:25 main:574] : INFO : Epoch 1743 | loss: 0.0311877 | val_loss: 0.0311863 | Time: 4692.5 ms [2022-04-10 03:11:32 main:574] : INFO : Epoch 1744 | loss: 0.031187 | val_loss: 0.0311885 | Time: 6226.65 ms [2022-04-10 03:11:37 main:574] : INFO : Epoch 1745 | loss: 0.0311908 | val_loss: 0.0311879 | Time: 5009.79 ms [2022-04-10 03:11:43 main:574] : INFO : Epoch 1746 | loss: 0.0311884 | val_loss: 0.0311866 | Time: 6090.68 ms [2022-04-10 03:11:48 main:574] : INFO : Epoch 1747 | loss: 0.0311868 | val_loss: 0.0311853 | Time: 5617 ms [2022-04-10 03:11:54 main:574] : INFO : Epoch 1748 | loss: 0.0311872 | val_loss: 0.0311846 | Time: 5347.35 ms [2022-04-10 03:12:01 main:574] : INFO : Epoch 1749 | loss: 0.0311893 | val_loss: 0.0311897 | Time: 6859.64 ms [2022-04-10 03:12:05 main:574] : INFO : Epoch 1750 | loss: 0.0311871 | val_loss: 0.0311848 | Time: 4496.18 ms [2022-04-10 03:12:12 main:574] : INFO : Epoch 1751 | loss: 0.0311854 | val_loss: 0.0311844 | Time: 6244.16 ms [2022-04-10 03:12:17 main:574] : INFO : Epoch 1752 | loss: 0.0311845 | val_loss: 0.0311849 | Time: 5772.54 ms [2022-04-10 03:12:24 main:574] : INFO : Epoch 1753 | loss: 0.0311846 | val_loss: 0.0311834 | Time: 6348.52 ms [2022-04-10 03:12:30 main:574] : INFO : Epoch 1754 | loss: 0.031184 | val_loss: 0.0311837 | Time: 6082.93 ms [2022-04-10 03:12:34 main:574] : INFO : Epoch 1755 | loss: 0.0311834 | val_loss: 0.0311882 | Time: 4447.67 ms [2022-04-10 03:12:41 main:574] : INFO : Epoch 1756 | loss: 0.0311833 | val_loss: 0.0311838 | Time: 6225.32 ms [2022-04-10 03:12:45 main:574] : INFO : Epoch 1757 | loss: 0.0311853 | val_loss: 0.0311875 | Time: 4527.58 ms [2022-04-10 03:12:52 main:574] : INFO : Epoch 1758 | loss: 0.031186 | val_loss: 0.0311828 | Time: 6447.2 ms [2022-04-10 03:12:58 main:574] : INFO : Epoch 1759 | loss: 0.0311858 | val_loss: 0.0311826 | Time: 6533.95 ms [2022-04-10 03:13:03 main:574] : INFO : Epoch 1760 | loss: 0.0311852 | val_loss: 0.0311867 | Time: 5073.8 ms [2022-04-10 03:13:08 main:574] : INFO : Epoch 1761 | loss: 0.0311836 | val_loss: 0.0311832 | Time: 5144.23 ms [2022-04-10 03:13:13 main:574] : INFO : Epoch 1762 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 4827.16 ms [2022-04-10 03:13:19 main:574] : INFO : Epoch 1763 | loss: 0.0311819 | val_loss: 0.0311837 | Time: 5508.74 ms [2022-04-10 03:13:24 main:574] : INFO : Epoch 1764 | loss: 0.0311817 | val_loss: 0.0311833 | Time: 4705.03 ms [2022-04-10 03:13:29 main:574] : INFO : Epoch 1765 | loss: 0.0311822 | val_loss: 0.0311879 | Time: 5609.91 ms [2022-04-10 03:13:34 main:574] : INFO : Epoch 1766 | loss: 0.0311823 | val_loss: 0.0311819 | Time: 4730.31 ms [2022-04-10 03:13:40 main:574] : INFO : Epoch 1767 | loss: 0.0311832 | val_loss: 0.0311831 | Time: 5975.56 ms [2022-04-10 03:13:45 main:574] : INFO : Epoch 1768 | loss: 0.0311819 | val_loss: 0.031182 | Time: 4695.35 ms [2022-04-10 03:13:53 main:574] : INFO : Epoch 1769 | loss: 0.0311809 | val_loss: 0.0311825 | Time: 7512.12 ms [2022-04-10 03:13:57 main:574] : INFO : Epoch 1770 | loss: 0.0311806 | val_loss: 0.0311815 | Time: 4538.93 ms [2022-04-10 03:14:03 main:574] : INFO : Epoch 1771 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 6146.12 ms [2022-04-10 03:14:08 main:574] : INFO : Epoch 1772 | loss: 0.0311804 | val_loss: 0.0311857 | Time: 4750.84 ms [2022-04-10 03:14:15 main:574] : INFO : Epoch 1773 | loss: 0.0311835 | val_loss: 0.0311844 | Time: 6483.36 ms [2022-04-10 03:14:21 main:574] : INFO : Epoch 1774 | loss: 0.0311825 | val_loss: 0.0311818 | Time: 6588.49 ms [2022-04-10 03:14:26 main:574] : INFO : Epoch 1775 | loss: 0.0311823 | val_loss: 0.0311822 | Time: 4557.61 ms [2022-04-10 03:14:32 main:574] : INFO : Epoch 1776 | loss: 0.03118 | val_loss: 0.0311834 | Time: 6064.14 ms [2022-04-10 03:14:37 main:574] : INFO : Epoch 1777 | loss: 0.0311798 | val_loss: 0.0311824 | Time: 5158.42 ms [2022-04-10 03:14:43 main:574] : INFO : Epoch 1778 | loss: 0.0311794 | val_loss: 0.0311831 | Time: 6360.7 ms [2022-04-10 03:14:48 main:574] : INFO : Epoch 1779 | loss: 0.0311821 | val_loss: 0.0311858 | Time: 4457.57 ms [2022-04-10 03:14:54 main:574] : INFO : Epoch 1780 | loss: 0.0311801 | val_loss: 0.0311806 | Time: 5731.13 ms [2022-04-10 03:14:58 main:574] : INFO : Epoch 1781 | loss: 0.0311782 | val_loss: 0.0311796 | Time: 4864.06 ms [2022-04-10 03:15:04 main:574] : INFO : Epoch 1782 | loss: 0.0311781 | val_loss: 0.0311826 | Time: 5471.1 ms [2022-04-10 03:15:09 main:574] : INFO : Epoch 1783 | loss: 0.0311834 | val_loss: 0.031183 | Time: 5375.46 ms [2022-04-10 03:15:14 main:574] : INFO : Epoch 1784 | loss: 0.0311823 | val_loss: 0.0311884 | Time: 4822.88 ms [2022-04-10 03:15:21 main:574] : INFO : Epoch 1785 | loss: 0.0311829 | val_loss: 0.0311814 | Time: 6618.4 ms [2022-04-10 03:15:25 main:574] : INFO : Epoch 1786 | loss: 0.0311823 | val_loss: 0.0311804 | Time: 4567.26 ms [2022-04-10 03:15:32 main:574] : INFO : Epoch 1787 | loss: 0.0311787 | val_loss: 0.0311808 | Time: 6062.37 ms [2022-04-10 03:15:36 main:574] : INFO : Epoch 1788 | loss: 0.0311774 | val_loss: 0.031181 | Time: 4800.88 ms [2022-04-10 03:15:43 main:574] : INFO : Epoch 1789 | loss: 0.0311792 | val_loss: 0.0311881 | Time: 6233.67 ms [2022-04-10 03:15:47 main:574] : INFO : Epoch 1790 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 4634.94 ms [2022-04-10 03:15:55 main:574] : INFO : Epoch 1791 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 7533.34 ms [2022-04-10 03:16:02 main:574] : INFO : Epoch 1792 | loss: 0.0311811 | val_loss: 0.0311876 | Time: 6491.11 ms [2022-04-10 03:16:08 main:574] : INFO : Epoch 1793 | loss: 0.0311824 | val_loss: 0.0311794 | Time: 6797.61 ms [2022-04-10 03:16:14 main:574] : INFO : Epoch 1794 | loss: 0.0311822 | val_loss: 0.0311857 | Time: 6064.61 ms [2022-04-10 03:16:21 main:574] : INFO : Epoch 1795 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 6237.54 ms [2022-04-10 03:16:27 main:574] : INFO : Epoch 1796 | loss: 0.0311808 | val_loss: 0.0311812 | Time: 6235.93 ms [2022-04-10 03:16:33 main:574] : INFO : Epoch 1797 | loss: 0.031182 | val_loss: 0.0311827 | Time: 6319.4 ms [2022-04-10 03:16:38 main:574] : INFO : Epoch 1798 | loss: 0.0311816 | val_loss: 0.0311808 | Time: 4693.84 ms [2022-04-10 03:16:44 main:574] : INFO : Epoch 1799 | loss: 0.0311786 | val_loss: 0.0311818 | Time: 6271.81 ms [2022-04-10 03:16:49 main:574] : INFO : Epoch 1800 | loss: 0.0311801 | val_loss: 0.0311783 | Time: 4913.68 ms [2022-04-10 03:16:56 main:574] : INFO : Epoch 1801 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 7085.5 ms [2022-04-10 03:17:03 main:574] : INFO : Epoch 1802 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 6362.66 ms [2022-04-10 03:17:09 main:574] : INFO : Epoch 1803 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 6063.4 ms [2022-04-10 03:17:16 main:574] : INFO : Epoch 1804 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 6787.62 ms [2022-04-10 03:17:26 main:574] : INFO : Epoch 1805 | loss: 0.0311774 | val_loss: 0.0311789 | Time: 9777.19 ms [2022-04-10 03:17:44 main:574] : INFO : Epoch 1806 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 17871.1 ms [2022-04-10 03:17:55 main:574] : INFO : Epoch 1807 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 10886.9 ms [2022-04-10 03:18:06 main:574] : INFO : Epoch 1808 | loss: 0.031177 | val_loss: 0.031179 | Time: 10500.1 ms [2022-04-10 03:18:16 main:574] : INFO : Epoch 1809 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 10346.5 ms [2022-04-10 03:18:29 main:574] : INFO : Epoch 1810 | loss: 0.031177 | val_loss: 0.0311778 | Time: 10947.8 ms [2022-04-10 03:18:39 main:574] : INFO : Epoch 1811 | loss: 0.0311764 | val_loss: 0.0311789 | Time: 9075.48 ms [2022-04-10 03:18:45 main:574] : INFO : Epoch 1812 | loss: 0.0311766 | val_loss: 0.0311784 | Time: 6159.48 ms [2022-04-10 03:18:50 main:574] : INFO : Epoch 1813 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 5108.19 ms [2022-04-10 03:19:01 main:574] : INFO : Epoch 1814 | loss: 0.0311778 | val_loss: 0.0311783 | Time: 10374.3 ms [2022-04-10 03:19:06 main:574] : INFO : Epoch 1815 | loss: 0.0311769 | val_loss: 0.031179 | Time: 5241.73 ms [2022-04-10 03:19:12 main:574] : INFO : Epoch 1816 | loss: 0.0311757 | val_loss: 0.0311789 | Time: 6077.36 ms [2022-04-10 03:19:19 main:574] : INFO : Epoch 1817 | loss: 0.031175 | val_loss: 0.0311779 | Time: 6396.85 ms [2022-04-10 03:19:26 main:574] : INFO : Epoch 1818 | loss: 0.0311748 | val_loss: 0.0311852 | Time: 6707.14 ms [2022-04-10 03:19:32 main:574] : INFO : Epoch 1819 | loss: 0.0311762 | val_loss: 0.0311783 | Time: 6058.69 ms [2022-04-10 03:19:36 main:574] : INFO : Epoch 1820 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 4826.62 ms [2022-04-10 03:19:43 main:574] : INFO : Epoch 1821 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 6163.53 ms [2022-04-10 03:19:49 main:574] : INFO : Epoch 1822 | loss: 0.0311767 | val_loss: 0.0311807 | Time: 6069.91 ms [2022-04-10 03:19:55 main:574] : INFO : Epoch 1823 | loss: 0.0311789 | val_loss: 0.0311868 | Time: 6229.27 ms [2022-04-10 03:20:01 main:574] : INFO : Epoch 1824 | loss: 0.0311771 | val_loss: 0.0311811 | Time: 5540.46 ms [2022-04-10 03:20:06 main:574] : INFO : Epoch 1825 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 5221.97 ms [2022-04-10 03:20:12 main:574] : INFO : Epoch 1826 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 6040.69 ms [2022-04-10 03:20:17 main:574] : INFO : Epoch 1827 | loss: 0.0311754 | val_loss: 0.03118 | Time: 4608.52 ms [2022-04-10 03:20:23 main:574] : INFO : Epoch 1828 | loss: 0.0311775 | val_loss: 0.0311817 | Time: 6465.63 ms [2022-04-10 03:20:28 main:574] : INFO : Epoch 1829 | loss: 0.0311765 | val_loss: 0.0311864 | Time: 4521.24 ms [2022-04-10 03:20:34 main:574] : INFO : Epoch 1830 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 6271 ms [2022-04-10 03:20:39 main:574] : INFO : Epoch 1831 | loss: 0.0311738 | val_loss: 0.0311787 | Time: 4437.69 ms [2022-04-10 03:20:46 main:574] : INFO : Epoch 1832 | loss: 0.0311751 | val_loss: 0.0311888 | Time: 6540.96 ms [2022-04-10 03:20:50 main:574] : INFO : Epoch 1833 | loss: 0.0311748 | val_loss: 0.0311814 | Time: 4540.5 ms [2022-04-10 03:20:56 main:574] : INFO : Epoch 1834 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 6140.23 ms [2022-04-10 03:21:04 main:574] : INFO : Epoch 1835 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 7152.23 ms [2022-04-10 03:21:08 main:574] : INFO : Epoch 1836 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 4875.55 ms [2022-04-10 03:21:16 main:574] : INFO : Epoch 1837 | loss: 0.0311754 | val_loss: 0.0311785 | Time: 7150.09 ms [2022-04-10 03:21:20 main:574] : INFO : Epoch 1838 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 4768.95 ms [2022-04-10 03:21:27 main:574] : INFO : Epoch 1839 | loss: 0.0311799 | val_loss: 0.0311863 | Time: 6149.44 ms [2022-04-10 03:21:33 main:574] : INFO : Epoch 1840 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 6271.44 ms [2022-04-10 03:21:38 main:574] : INFO : Epoch 1841 | loss: 0.0311762 | val_loss: 0.03118 | Time: 4723.84 ms [2022-04-10 03:21:44 main:574] : INFO : Epoch 1842 | loss: 0.0311766 | val_loss: 0.0311778 | Time: 6308.59 ms [2022-04-10 03:21:49 main:574] : INFO : Epoch 1843 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 4528.03 ms [2022-04-10 03:21:55 main:574] : INFO : Epoch 1844 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 6434.57 ms [2022-04-10 03:22:00 main:574] : INFO : Epoch 1845 | loss: 0.0311765 | val_loss: 0.0311835 | Time: 4362.84 ms [2022-04-10 03:22:07 main:574] : INFO : Epoch 1846 | loss: 0.031175 | val_loss: 0.0311779 | Time: 6584.58 ms [2022-04-10 03:22:13 main:574] : INFO : Epoch 1847 | loss: 0.0311728 | val_loss: 0.0311784 | Time: 6419.95 ms [2022-04-10 03:22:20 main:574] : INFO : Epoch 1848 | loss: 0.0311733 | val_loss: 0.0311819 | Time: 6541.96 ms [2022-04-10 03:22:26 main:574] : INFO : Epoch 1849 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 6216.78 ms [2022-04-10 03:22:31 main:574] : INFO : Epoch 1850 | loss: 0.0311787 | val_loss: 0.0311795 | Time: 4439.56 ms [2022-04-10 03:22:36 main:574] : INFO : Epoch 1851 | loss: 0.0311774 | val_loss: 0.0311789 | Time: 5434.74 ms [2022-04-10 03:22:42 main:574] : INFO : Epoch 1852 | loss: 0.031178 | val_loss: 0.0311827 | Time: 5870.78 ms [2022-04-10 03:22:50 main:574] : INFO : Epoch 1853 | loss: 0.0311761 | val_loss: 0.0311772 | Time: 7614.94 ms [2022-04-10 03:22:57 main:574] : INFO : Epoch 1854 | loss: 0.0311754 | val_loss: 0.0311788 | Time: 6928.15 ms [2022-04-10 03:23:03 main:574] : INFO : Epoch 1855 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 6159.31 ms [2022-04-10 03:23:08 main:574] : INFO : Epoch 1856 | loss: 0.0311745 | val_loss: 0.0311775 | Time: 4421.43 ms [2022-04-10 03:23:14 main:574] : INFO : Epoch 1857 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 5987.61 ms [2022-04-10 03:23:20 main:574] : INFO : Epoch 1858 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 6822.96 ms [2022-04-10 03:23:26 main:574] : INFO : Epoch 1859 | loss: 0.0311745 | val_loss: 0.0311824 | Time: 5903.53 ms [2022-04-10 03:23:40 main:574] : INFO : Epoch 1860 | loss: 0.0311745 | val_loss: 0.0311759 | Time: 13181.5 ms [2022-04-10 03:23:48 main:574] : INFO : Epoch 1861 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 8648.07 ms [2022-04-10 03:23:55 main:574] : INFO : Epoch 1862 | loss: 0.031174 | val_loss: 0.0311768 | Time: 6853.45 ms [2022-04-10 03:24:00 main:574] : INFO : Epoch 1863 | loss: 0.031174 | val_loss: 0.0311767 | Time: 4869.19 ms [2022-04-10 03:24:06 main:574] : INFO : Epoch 1864 | loss: 0.031173 | val_loss: 0.0311764 | Time: 6171.23 ms [2022-04-10 03:24:12 main:574] : INFO : Epoch 1865 | loss: 0.0311722 | val_loss: 0.0311772 | Time: 5267.94 ms [2022-04-10 03:24:17 main:574] : INFO : Epoch 1866 | loss: 0.0311714 | val_loss: 0.0311764 | Time: 5196.24 ms [2022-04-10 03:24:22 main:574] : INFO : Epoch 1867 | loss: 0.031172 | val_loss: 0.0311761 | Time: 5568.85 ms [2022-04-10 03:24:29 main:574] : INFO : Epoch 1868 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 6186.7 ms [2022-04-10 03:24:37 main:574] : INFO : Epoch 1869 | loss: 0.0311724 | val_loss: 0.0311755 | Time: 7650.68 ms [2022-04-10 03:24:41 main:574] : INFO : Epoch 1870 | loss: 0.0311738 | val_loss: 0.0311794 | Time: 4606.6 ms [2022-04-10 03:24:48 main:574] : INFO : Epoch 1871 | loss: 0.0311771 | val_loss: 0.0311908 | Time: 6558.64 ms [2022-04-10 03:24:55 main:574] : INFO : Epoch 1872 | loss: 0.031175 | val_loss: 0.0311765 | Time: 6503.64 ms [2022-04-10 03:24:59 main:574] : INFO : Epoch 1873 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 4429.51 ms [2022-04-10 03:25:05 main:574] : INFO : Epoch 1874 | loss: 0.0311756 | val_loss: 0.0311857 | Time: 6053.22 ms [2022-04-10 03:25:10 main:574] : INFO : Epoch 1875 | loss: 0.0311741 | val_loss: 0.0311761 | Time: 4480.83 ms [2022-04-10 03:25:16 main:574] : INFO : Epoch 1876 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 6236.99 ms [2022-04-10 03:25:21 main:574] : INFO : Epoch 1877 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 5199.64 ms [2022-04-10 03:25:27 main:574] : INFO : Epoch 1878 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 5620.76 ms [2022-04-10 03:25:31 main:574] : INFO : Epoch 1879 | loss: 0.0311731 | val_loss: 0.031181 | Time: 4693.88 ms [2022-04-10 03:25:38 main:574] : INFO : Epoch 1880 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 6211.34 ms [2022-04-10 03:25:43 main:574] : INFO : Epoch 1881 | loss: 0.0311737 | val_loss: 0.031177 | Time: 5134.24 ms [2022-04-10 03:25:48 main:574] : INFO : Epoch 1882 | loss: 0.031171 | val_loss: 0.0311758 | Time: 5258.8 ms [2022-04-10 03:25:54 main:574] : INFO : Epoch 1883 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 5501.51 ms [2022-04-10 03:25:58 main:574] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.031175 | Time: 4619.26 ms [2022-04-10 03:26:05 main:574] : INFO : Epoch 1885 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 6460.64 ms [2022-04-10 03:26:11 main:574] : INFO : Epoch 1886 | loss: 0.0311736 | val_loss: 0.031175 | Time: 6212.65 ms [2022-04-10 03:26:17 main:574] : INFO : Epoch 1887 | loss: 0.0311719 | val_loss: 0.0311776 | Time: 6247.32 ms [2022-04-10 03:26:22 main:574] : INFO : Epoch 1888 | loss: 0.0311728 | val_loss: 0.0311752 | Time: 5015.39 ms [2022-04-10 03:26:29 main:574] : INFO : Epoch 1889 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 6294.72 ms [2022-04-10 03:26:36 main:574] : INFO : Epoch 1890 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 7508.49 ms [2022-04-10 03:26:43 main:574] : INFO : Epoch 1891 | loss: 0.031174 | val_loss: 0.0311773 | Time: 6508.13 ms [2022-04-10 03:26:49 main:574] : INFO : Epoch 1892 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 6012.23 ms [2022-04-10 03:26:55 main:574] : INFO : Epoch 1893 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 6145.24 ms [2022-04-10 03:27:00 main:574] : INFO : Epoch 1894 | loss: 0.031171 | val_loss: 0.0311812 | Time: 4676.98 ms [2022-04-10 03:27:06 main:574] : INFO : Epoch 1895 | loss: 0.0311714 | val_loss: 0.031176 | Time: 6533.38 ms [2022-04-10 03:27:11 main:574] : INFO : Epoch 1896 | loss: 0.03117 | val_loss: 0.0311736 | Time: 4688.85 ms [2022-04-10 03:27:18 main:574] : INFO : Epoch 1897 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 6329.15 ms [2022-04-10 03:27:22 main:574] : INFO : Epoch 1898 | loss: 0.0311702 | val_loss: 0.0311751 | Time: 4813.06 ms [2022-04-10 03:27:29 main:574] : INFO : Epoch 1899 | loss: 0.0311705 | val_loss: 0.031175 | Time: 6215.4 ms [2022-04-10 03:27:34 main:574] : INFO : Epoch 1900 | loss: 0.0311699 | val_loss: 0.0311805 | Time: 5642.42 ms [2022-04-10 03:27:39 main:574] : INFO : Epoch 1901 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 4350.97 ms [2022-04-10 03:27:45 main:574] : INFO : Epoch 1902 | loss: 0.0311718 | val_loss: 0.0311746 | Time: 6207.32 ms [2022-04-10 03:27:49 main:574] : INFO : Epoch 1903 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 4545.96 ms [2022-04-10 03:27:56 main:574] : INFO : Epoch 1904 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 6258.8 ms [2022-04-10 03:28:02 main:574] : INFO : Epoch 1905 | loss: 0.031173 | val_loss: 0.0311804 | Time: 6363.66 ms [2022-04-10 03:28:08 main:574] : INFO : Epoch 1906 | loss: 0.0311741 | val_loss: 0.0311749 | Time: 6100.47 ms [2022-04-10 03:28:13 main:574] : INFO : Epoch 1907 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 5041.96 ms [2022-04-10 03:28:20 main:574] : INFO : Epoch 1908 | loss: 0.0311778 | val_loss: 0.0311765 | Time: 6053.55 ms [2022-04-10 03:28:27 main:574] : INFO : Epoch 1909 | loss: 0.031174 | val_loss: 0.0311776 | Time: 6582.02 ms [2022-04-10 03:28:33 main:574] : INFO : Epoch 1910 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 6089.99 ms [2022-04-10 03:28:43 main:574] : INFO : Epoch 1911 | loss: 0.0311774 | val_loss: 0.0311877 | Time: 10084 ms [2022-04-10 03:28:50 main:574] : INFO : Epoch 1912 | loss: 0.0311814 | val_loss: 0.0311774 | Time: 6551.58 ms [2022-04-10 03:28:56 main:574] : INFO : Epoch 1913 | loss: 0.0311781 | val_loss: 0.0311829 | Time: 5966 ms [2022-04-10 03:29:02 main:574] : INFO : Epoch 1914 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 6433.47 ms [2022-04-10 03:29:09 main:574] : INFO : Epoch 1915 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 6535.01 ms [2022-04-10 03:29:13 main:574] : INFO : Epoch 1916 | loss: 0.0311726 | val_loss: 0.0311765 | Time: 4527.44 ms [2022-04-10 03:29:20 main:574] : INFO : Epoch 1917 | loss: 0.031172 | val_loss: 0.0311759 | Time: 6357.45 ms [2022-04-10 03:29:26 main:574] : INFO : Epoch 1918 | loss: 0.0311743 | val_loss: 0.031176 | Time: 5996.34 ms [2022-04-10 03:29:30 main:574] : INFO : Epoch 1919 | loss: 0.031175 | val_loss: 0.0311773 | Time: 4313.01 ms [2022-04-10 03:29:36 main:574] : INFO : Epoch 1920 | loss: 0.0311751 | val_loss: 0.0311749 | Time: 6380.21 ms [2022-04-10 03:29:41 main:574] : INFO : Epoch 1921 | loss: 0.0311718 | val_loss: 0.0311803 | Time: 4652.09 ms [2022-04-10 03:29:47 main:574] : INFO : Epoch 1922 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 6400.66 ms [2022-04-10 03:29:54 main:574] : INFO : Epoch 1923 | loss: 0.0311716 | val_loss: 0.03118 | Time: 6429 ms [2022-04-10 03:29:59 main:574] : INFO : Epoch 1924 | loss: 0.0311737 | val_loss: 0.0311823 | Time: 4949.05 ms [2022-04-10 03:30:05 main:574] : INFO : Epoch 1925 | loss: 0.0311734 | val_loss: 0.0311766 | Time: 5709.97 ms [2022-04-10 03:30:10 main:574] : INFO : Epoch 1926 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 4459.32 ms [2022-04-10 03:30:16 main:574] : INFO : Epoch 1927 | loss: 0.0311685 | val_loss: 0.0311767 | Time: 6240.69 ms [2022-04-10 03:30:21 main:574] : INFO : Epoch 1928 | loss: 0.0311686 | val_loss: 0.0311752 | Time: 4702.2 ms [2022-04-10 03:30:27 main:574] : INFO : Epoch 1929 | loss: 0.0311684 | val_loss: 0.0311804 | Time: 6061.5 ms [2022-04-10 03:30:32 main:574] : INFO : Epoch 1930 | loss: 0.0311717 | val_loss: 0.0311831 | Time: 4768.47 ms [2022-04-10 03:30:38 main:574] : INFO : Epoch 1931 | loss: 0.0311706 | val_loss: 0.0311759 | Time: 6324.57 ms [2022-04-10 03:30:43 main:574] : INFO : Epoch 1932 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 4656.3 ms [2022-04-10 03:30:50 main:574] : INFO : Epoch 1933 | loss: 0.0311742 | val_loss: 0.0311759 | Time: 6747.32 ms [2022-04-10 03:30:56 main:574] : INFO : Epoch 1934 | loss: 0.0311814 | val_loss: 0.0311825 | Time: 5943.67 ms [2022-04-10 03:31:01 main:574] : INFO : Epoch 1935 | loss: 0.0311796 | val_loss: 0.0311754 | Time: 5010.28 ms [2022-04-10 03:31:07 main:574] : INFO : Epoch 1936 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 6255.59 ms [2022-04-10 03:31:12 main:574] : INFO : Epoch 1937 | loss: 0.0311741 | val_loss: 0.0311751 | Time: 4677.88 ms [2022-04-10 03:31:18 main:574] : INFO : Epoch 1938 | loss: 0.0311744 | val_loss: 0.0311758 | Time: 6580.72 ms [2022-04-10 03:31:25 main:574] : INFO : Epoch 1939 | loss: 0.0311726 | val_loss: 0.0311749 | Time: 6394.53 ms [2022-04-10 03:31:30 main:574] : INFO : Epoch 1940 | loss: 0.031172 | val_loss: 0.0311745 | Time: 4912.56 ms [2022-04-10 03:31:35 main:574] : INFO : Epoch 1941 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 5340.75 ms [2022-04-10 03:31:40 main:574] : INFO : Epoch 1942 | loss: 0.031173 | val_loss: 0.0311737 | Time: 5001.22 ms [2022-04-10 03:31:46 main:574] : INFO : Epoch 1943 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 5798.37 ms [2022-04-10 03:31:51 main:574] : INFO : Epoch 1944 | loss: 0.0311744 | val_loss: 0.0311761 | Time: 4794.29 ms [2022-04-10 03:31:57 main:574] : INFO : Epoch 1945 | loss: 0.0311723 | val_loss: 0.031176 | Time: 6083.24 ms [2022-04-10 03:32:02 main:574] : INFO : Epoch 1946 | loss: 0.0311715 | val_loss: 0.031178 | Time: 4600.41 ms [2022-04-10 03:32:08 main:574] : INFO : Epoch 1947 | loss: 0.0311738 | val_loss: 0.0311716 | Time: 6471.7 ms [2022-04-10 03:32:15 main:574] : INFO : Epoch 1948 | loss: 0.0311713 | val_loss: 0.0311777 | Time: 6331.87 ms [2022-04-10 03:32:20 main:574] : INFO : Epoch 1949 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 5172.16 ms [2022-04-10 03:32:25 main:574] : INFO : Epoch 1950 | loss: 0.0311698 | val_loss: 0.0311748 | Time: 5278.23 ms [2022-04-10 03:32:30 main:574] : INFO : Epoch 1951 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 5056.51 ms [2022-04-10 03:32:36 main:574] : INFO : Epoch 1952 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 5755.03 ms [2022-04-10 03:32:42 main:574] : INFO : Epoch 1953 | loss: 0.031177 | val_loss: 0.0311809 | Time: 6429.94 ms [2022-04-10 03:32:49 main:574] : INFO : Epoch 1954 | loss: 0.0311762 | val_loss: 0.0311718 | Time: 6052.15 ms [2022-04-10 03:32:55 main:574] : INFO : Epoch 1955 | loss: 0.0311715 | val_loss: 0.031174 | Time: 6036.79 ms [2022-04-10 03:33:02 main:574] : INFO : Epoch 1956 | loss: 0.0311709 | val_loss: 0.031174 | Time: 7742.57 ms [2022-04-10 03:33:09 main:574] : INFO : Epoch 1957 | loss: 0.031171 | val_loss: 0.0311713 | Time: 6119.47 ms [2022-04-10 03:33:14 main:574] : INFO : Epoch 1958 | loss: 0.0311694 | val_loss: 0.0311794 | Time: 5059.45 ms [2022-04-10 03:33:21 main:574] : INFO : Epoch 1959 | loss: 0.031172 | val_loss: 0.031172 | Time: 5975.87 ms [2022-04-10 03:33:27 main:574] : INFO : Epoch 1960 | loss: 0.0311695 | val_loss: 0.0311739 | Time: 6222.88 ms [2022-04-10 03:33:32 main:574] : INFO : Epoch 1961 | loss: 0.031169 | val_loss: 0.0311732 | Time: 4522.16 ms [2022-04-10 03:33:38 main:574] : INFO : Epoch 1962 | loss: 0.0311686 | val_loss: 0.0311714 | Time: 6381.83 ms [2022-04-10 03:33:44 main:574] : INFO : Epoch 1963 | loss: 0.0311686 | val_loss: 0.0311729 | Time: 5402.04 ms [2022-04-10 03:33:50 main:574] : INFO : Epoch 1964 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 6001.1 ms [2022-04-10 03:33:56 main:574] : INFO : Epoch 1965 | loss: 0.0311672 | val_loss: 0.0311712 | Time: 6064.3 ms [2022-04-10 03:34:06 main:574] : INFO : Epoch 1966 | loss: 0.0311668 | val_loss: 0.0311709 | Time: 9833.15 ms [2022-04-10 03:34:11 main:574] : INFO : Epoch 1967 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 4829.25 ms [2022-04-10 03:34:16 main:574] : INFO : Epoch 1968 | loss: 0.031167 | val_loss: 0.0311714 | Time: 5561.79 ms [2022-04-10 03:34:23 main:574] : INFO : Epoch 1969 | loss: 0.031169 | val_loss: 0.0311745 | Time: 7061.91 ms [2022-04-10 03:34:30 main:574] : INFO : Epoch 1970 | loss: 0.0311712 | val_loss: 0.0311736 | Time: 6147.37 ms [2022-04-10 03:34:34 main:574] : INFO : Epoch 1971 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 4123.97 ms [2022-04-10 03:34:40 main:574] : INFO : Epoch 1972 | loss: 0.0311662 | val_loss: 0.0311699 | Time: 6450.6 ms [2022-04-10 03:34:45 main:574] : INFO : Epoch 1973 | loss: 0.0311656 | val_loss: 0.0311696 | Time: 4485.6 ms [2022-04-10 03:34:51 main:574] : INFO : Epoch 1974 | loss: 0.0311653 | val_loss: 0.0311714 | Time: 6080.64 ms [2022-04-10 03:34:57 main:574] : INFO : Epoch 1975 | loss: 0.0311684 | val_loss: 0.0311706 | Time: 5454.02 ms [2022-04-10 03:35:02 main:574] : INFO : Epoch 1976 | loss: 0.0311697 | val_loss: 0.0311743 | Time: 5143.22 ms [2022-04-10 03:35:07 main:574] : INFO : Epoch 1977 | loss: 0.0311666 | val_loss: 0.0311709 | Time: 5343.42 ms [2022-04-10 03:35:12 main:574] : INFO : Epoch 1978 | loss: 0.031165 | val_loss: 0.0311717 | Time: 4372.49 ms [2022-04-10 03:35:18 main:574] : INFO : Epoch 1979 | loss: 0.0311662 | val_loss: 0.0311701 | Time: 6079.17 ms [2022-04-10 03:35:23 main:574] : INFO : Epoch 1980 | loss: 0.031167 | val_loss: 0.0311736 | Time: 5109.34 ms [2022-04-10 03:35:29 main:574] : INFO : Epoch 1981 | loss: 0.0311661 | val_loss: 0.0311712 | Time: 6329.93 ms [2022-04-10 03:35:34 main:574] : INFO : Epoch 1982 | loss: 0.031165 | val_loss: 0.0311692 | Time: 4823.88 ms [2022-04-10 03:35:41 main:574] : INFO : Epoch 1983 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 6231.89 ms [2022-04-10 03:35:46 main:574] : INFO : Epoch 1984 | loss: 0.0311659 | val_loss: 0.0311701 | Time: 4574.28 ms [2022-04-10 03:35:51 main:574] : INFO : Epoch 1985 | loss: 0.031166 | val_loss: 0.031173 | Time: 5708.63 ms [2022-04-10 03:35:57 main:574] : INFO : Epoch 1986 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 5875.87 ms [2022-04-10 03:36:03 main:574] : INFO : Epoch 1987 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 6207.41 ms [2022-04-10 03:36:10 main:574] : INFO : Epoch 1988 | loss: 0.0311651 | val_loss: 0.0311716 | Time: 6068.22 ms [2022-04-10 03:36:15 main:574] : INFO : Epoch 1989 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 4859.79 ms [2022-04-10 03:36:21 main:574] : INFO : Epoch 1990 | loss: 0.0311678 | val_loss: 0.031171 | Time: 6147.62 ms [2022-04-10 03:36:27 main:574] : INFO : Epoch 1991 | loss: 0.0311649 | val_loss: 0.0311681 | Time: 6072.25 ms [2022-04-10 03:36:33 main:574] : INFO : Epoch 1992 | loss: 0.0311656 | val_loss: 0.0311733 | Time: 6025.6 ms [2022-04-10 03:36:39 main:574] : INFO : Epoch 1993 | loss: 0.0311636 | val_loss: 0.031168 | Time: 6014.45 ms [2022-04-10 03:36:44 main:574] : INFO : Epoch 1994 | loss: 0.0311634 | val_loss: 0.0311681 | Time: 4702.89 ms [2022-04-10 03:36:50 main:574] : INFO : Epoch 1995 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 6004.06 ms [2022-04-10 03:36:56 main:574] : INFO : Epoch 1996 | loss: 0.0311654 | val_loss: 0.0311693 | Time: 5953.76 ms [2022-04-10 03:37:12 main:574] : INFO : Epoch 1997 | loss: 0.0311646 | val_loss: 0.0311721 | Time: 15874 ms [2022-04-10 03:37:24 main:574] : INFO : Epoch 1998 | loss: 0.0311634 | val_loss: 0.0311689 | Time: 11960.5 ms [2022-04-10 03:37:49 main:574] : INFO : Epoch 1999 | loss: 0.0311626 | val_loss: 0.0311677 | Time: 25612.4 ms [2022-04-10 03:38:02 main:574] : INFO : Epoch 2000 | loss: 0.0311627 | val_loss: 0.0311681 | Time: 12393.4 ms [2022-04-10 03:38:19 main:574] : INFO : Epoch 2001 | loss: 0.031163 | val_loss: 0.0311684 | Time: 17516 ms [2022-04-10 03:38:33 main:574] : INFO : Epoch 2002 | loss: 0.0311611 | val_loss: 0.0311682 | Time: 11165.7 ms [2022-04-10 03:39:05 main:574] : INFO : Epoch 2003 | loss: 0.0311626 | val_loss: 0.0311681 | Time: 32104.6 ms [2022-04-10 03:40:00 main:574] : INFO : Epoch 2004 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 49911.6 ms [2022-04-10 03:40:33 main:574] : INFO : Epoch 2005 | loss: 0.0311635 | val_loss: 0.0311686 | Time: 29389.5 ms [2022-04-10 03:40:44 main:574] : INFO : Epoch 2006 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 11906.1 ms [2022-04-10 03:41:02 main:574] : INFO : Epoch 2007 | loss: 0.0311601 | val_loss: 0.031171 | Time: 10106.1 ms [2022-04-10 03:41:12 main:574] : INFO : Epoch 2008 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 10468.3 ms [2022-04-10 03:41:43 main:574] : INFO : Epoch 2009 | loss: 0.0311599 | val_loss: 0.0311697 | Time: 30642 ms [2022-04-10 03:41:57 main:574] : INFO : Epoch 2010 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 14449.7 ms [2022-04-10 03:42:08 main:574] : INFO : Epoch 2011 | loss: 0.0311741 | val_loss: 0.0311705 | Time: 8545.07 ms [2022-04-10 03:42:24 main:574] : INFO : Epoch 2012 | loss: 0.0311701 | val_loss: 0.031168 | Time: 16197.3 ms [2022-04-10 03:42:35 main:574] : INFO : Epoch 2013 | loss: 0.0311663 | val_loss: 0.0311683 | Time: 9854 ms [2022-04-10 03:42:56 main:574] : INFO : Epoch 2014 | loss: 0.0311663 | val_loss: 0.0311683 | Time: 20689.7 ms [2022-04-10 03:43:15 main:574] : INFO : Epoch 2015 | loss: 0.0311648 | val_loss: 0.0311694 | Time: 18940.8 ms [2022-04-10 03:43:25 main:574] : INFO : Epoch 2016 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 10681.8 ms [2022-04-10 03:43:34 main:574] : INFO : Epoch 2017 | loss: 0.031168 | val_loss: 0.0311771 | Time: 8492.72 ms [2022-04-10 03:43:45 main:574] : INFO : Epoch 2018 | loss: 0.0311649 | val_loss: 0.0311678 | Time: 10232.5 ms [2022-04-10 03:43:55 main:574] : INFO : Epoch 2019 | loss: 0.0311634 | val_loss: 0.031167 | Time: 10602.9 ms [2022-04-10 03:44:14 main:574] : INFO : Epoch 2020 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 18941.4 ms [2022-04-10 03:44:25 main:574] : INFO : Epoch 2021 | loss: 0.0311618 | val_loss: 0.0311675 | Time: 10299.3 ms [2022-04-10 03:44:34 main:574] : INFO : Epoch 2022 | loss: 0.0311603 | val_loss: 0.0311667 | Time: 9749.07 ms [2022-04-10 03:44:46 main:574] : INFO : Epoch 2023 | loss: 0.0311595 | val_loss: 0.0311693 | Time: 11593.6 ms [2022-04-10 03:45:00 main:574] : INFO : Epoch 2024 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 13916.5 ms [2022-04-10 03:45:15 main:574] : INFO : Epoch 2025 | loss: 0.03116 | val_loss: 0.0311663 | Time: 14795.4 ms [2022-04-10 03:45:20 main:574] : INFO : Epoch 2026 | loss: 0.0311649 | val_loss: 0.031175 | Time: 4865.15 ms [2022-04-10 03:45:35 main:574] : INFO : Epoch 2027 | loss: 0.0311603 | val_loss: 0.0311682 | Time: 14174.2 ms [2022-04-10 03:45:45 main:574] : INFO : Epoch 2028 | loss: 0.0311585 | val_loss: 0.031167 | Time: 10268.7 ms [2022-04-10 03:45:55 main:574] : INFO : Epoch 2029 | loss: 0.0311613 | val_loss: 0.0311673 | Time: 10193.3 ms [2022-04-10 03:46:13 main:574] : INFO : Epoch 2030 | loss: 0.0311659 | val_loss: 0.0311669 | Time: 17336.4 ms [2022-04-10 03:46:26 main:574] : INFO : Epoch 2031 | loss: 0.0311601 | val_loss: 0.031167 | Time: 10864 ms [2022-04-10 03:46:45 main:574] : INFO : Epoch 2032 | loss: 0.0311747 | val_loss: 0.031177 | Time: 19851.4 ms [2022-04-10 03:46:56 main:574] : INFO : Epoch 2033 | loss: 0.0311768 | val_loss: 0.031176 | Time: 10918.6 ms [2022-04-10 03:47:13 main:574] : INFO : Epoch 2034 | loss: 0.0311736 | val_loss: 0.0311703 | Time: 16124.9 ms [2022-04-10 03:47:30 main:574] : INFO : Epoch 2035 | loss: 0.0311684 | val_loss: 0.0311688 | Time: 10414.2 ms [2022-04-10 03:47:43 main:574] : INFO : Epoch 2036 | loss: 0.031169 | val_loss: 0.0311752 | Time: 12215.5 ms [2022-04-10 03:48:00 main:574] : INFO : Epoch 2037 | loss: 0.0311675 | val_loss: 0.0311658 | Time: 11821.8 ms [2022-04-10 03:48:11 main:574] : INFO : Epoch 2038 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 10517.1 ms [2022-04-10 03:48:31 main:574] : INFO : Epoch 2039 | loss: 0.0311643 | val_loss: 0.0311646 | Time: 20542.1 ms [2022-04-10 03:48:50 main:574] : INFO : Epoch 2040 | loss: 0.031163 | val_loss: 0.0311644 | Time: 19044.1 ms [2022-04-10 03:49:01 main:574] : INFO : Epoch 2041 | loss: 0.0311626 | val_loss: 0.0311642 | Time: 10468.2 ms [2022-04-10 03:49:18 main:574] : INFO : Epoch 2042 | loss: 0.0311646 | val_loss: 0.0311638 | Time: 17214.2 ms [2022-04-10 03:49:26 main:574] : INFO : Epoch 2043 | loss: 0.0311619 | val_loss: 0.0311636 | Time: 7367.44 ms [2022-04-10 03:50:22 main:574] : INFO : Epoch 2044 | loss: 0.0311612 | val_loss: 0.0311625 | Time: 54753 ms [2022-04-10 03:52:24 main:574] : INFO : Epoch 2045 | loss: 0.0311612 | val_loss: 0.031162 | Time: 122263 ms [2022-04-10 03:55:13 main:574] : INFO : Epoch 2046 | loss: 0.0311598 | val_loss: 0.031164 | Time: 157381 ms [2022-04-10 03:56:22 main:574] : INFO : Epoch 2047 | loss: 0.0311597 | val_loss: 0.0311629 | Time: 69258.9 ms [2022-04-10 03:57:04 main:574] : INFO : Epoch 2048 | loss: 0.0311615 | val_loss: 0.0311628 | Time: 41045.6 ms [2022-04-10 03:57:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311628 [2022-04-10 03:57:13 main:603] : INFO : Saving end state to config to file [2022-04-10 03:57:13 main:608] : INFO : Success, exiting.. 03:57:13 (14444): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)