Task 3857190
| Name | ParityModified-1609265390-18419-5_0 |
| Workunit | 2023173 |
| Created | 26 Jan 2021, 6:31:11 UTC |
| Sent | 26 Jan 2021, 6:31:20 UTC |
| Report deadline | 2 Feb 2021, 6:31:20 UTC |
| Received | 27 Jan 2021, 6:00:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6399 |
| Run time | 2 hours 44 min 32 sec |
| CPU time | 2 hours 40 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,131.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 4781.56 ms [2021-01-26 08:38:02 main:574] : INFO : Epoch 1543 | loss: 0.0311954 | val_loss: 0.0311935 | Time: 4782.81 ms [2021-01-26 08:38:07 main:574] : INFO : Epoch 1544 | loss: 0.0311924 | val_loss: 0.0311922 | Time: 4810.56 ms [2021-01-26 08:38:12 main:574] : INFO : Epoch 1545 | loss: 0.0311921 | val_loss: 0.0311926 | Time: 4817.45 ms [2021-01-26 08:38:17 main:574] : INFO : Epoch 1546 | loss: 0.0311916 | val_loss: 0.0311923 | Time: 4828.52 ms [2021-01-26 08:38:22 main:574] : INFO : Epoch 1547 | loss: 0.0311915 | val_loss: 0.0311919 | Time: 4783.82 ms [2021-01-26 08:38:26 main:574] : INFO : Epoch 1548 | loss: 0.0311919 | val_loss: 0.0311924 | Time: 4750.02 ms [2021-01-26 08:38:31 main:574] : INFO : Epoch 1549 | loss: 0.0311918 | val_loss: 0.0311918 | Time: 4804.9 ms [2021-01-26 08:38:36 main:574] : INFO : Epoch 1550 | loss: 0.0311927 | val_loss: 0.0311933 | Time: 4827.55 ms [2021-01-26 08:38:41 main:574] : INFO : Epoch 1551 | loss: 0.0311936 | val_loss: 0.0311925 | Time: 4790.58 ms [2021-01-26 08:38:46 main:574] : INFO : Epoch 1552 | loss: 0.0311945 | val_loss: 0.0311952 | Time: 4780.44 ms [2021-01-26 08:38:50 main:574] : INFO : Epoch 1553 | loss: 0.0311949 | val_loss: 0.0311922 | Time: 4810.62 ms [2021-01-26 08:38:55 main:574] : INFO : Epoch 1554 | loss: 0.0311942 | val_loss: 0.0311916 | Time: 4802.1 ms [2021-01-26 08:39:00 main:574] : INFO : Epoch 1555 | loss: 0.0311928 | val_loss: 0.0311918 | Time: 4797.24 ms [2021-01-26 08:39:05 main:574] : INFO : Epoch 1556 | loss: 0.0311914 | val_loss: 0.0311915 | Time: 4808.01 ms [2021-01-26 08:39:10 main:574] : INFO : Epoch 1557 | loss: 0.0311919 | val_loss: 0.0311922 | Time: 4785.24 ms [2021-01-26 08:39:15 main:574] : INFO : Epoch 1558 | loss: 0.0311922 | val_loss: 0.0311921 | Time: 4793.05 ms [2021-01-26 08:39:19 main:574] : INFO : Epoch 1559 | loss: 0.031193 | val_loss: 0.0311952 | Time: 4782.2 ms [2021-01-26 08:39:24 main:574] : INFO : Epoch 1560 | loss: 0.0311939 | val_loss: 0.0311921 | Time: 4789.57 ms [2021-01-26 08:39:29 main:574] : INFO : Epoch 1561 | loss: 0.0311917 | val_loss: 0.0311912 | Time: 4820.97 ms [2021-01-26 08:39:34 main:574] : INFO : Epoch 1562 | loss: 0.0311915 | val_loss: 0.0311914 | Time: 4782.25 ms [2021-01-26 08:39:39 main:574] : INFO : Epoch 1563 | loss: 0.0311925 | val_loss: 0.0311951 | Time: 4773.17 ms [2021-01-26 08:39:43 main:574] : INFO : Epoch 1564 | loss: 0.031193 | val_loss: 0.031195 | Time: 4776.14 ms [2021-01-26 08:39:48 main:574] : INFO : Epoch 1565 | loss: 0.0311925 | val_loss: 0.0311917 | Time: 4758.01 ms [2021-01-26 08:39:53 main:574] : INFO : Epoch 1566 | loss: 0.0311926 | val_loss: 0.0311944 | Time: 4772.37 ms [2021-01-26 08:39:58 main:574] : INFO : Epoch 1567 | loss: 0.0311921 | val_loss: 0.0311922 | Time: 4810.58 ms [2021-01-26 08:40:03 main:574] : INFO : Epoch 1568 | loss: 0.0311913 | val_loss: 0.0311909 | Time: 4776.14 ms [2021-01-26 08:40:07 main:574] : INFO : Epoch 1569 | loss: 0.0311918 | val_loss: 0.0311937 | Time: 4815.63 ms [2021-01-26 08:40:12 main:574] : INFO : Epoch 1570 | loss: 0.0311918 | val_loss: 0.0311928 | Time: 4793.77 ms [2021-01-26 08:40:17 main:574] : INFO : Epoch 1571 | loss: 0.0311911 | val_loss: 0.0311945 | Time: 4786.76 ms [2021-01-26 08:40:22 main:574] : INFO : Epoch 1572 | loss: 0.0311933 | val_loss: 0.0312022 | Time: 4771.39 ms [2021-01-26 08:40:27 main:574] : INFO : Epoch 1573 | loss: 0.0311967 | val_loss: 0.0311926 | Time: 4804.15 ms [2021-01-26 08:40:31 main:574] : INFO : Epoch 1574 | loss: 0.0311926 | val_loss: 0.0311942 | Time: 4805.66 ms [2021-01-26 08:40:36 main:574] : INFO : Epoch 1575 | loss: 0.0311922 | val_loss: 0.0311919 | Time: 4772.89 ms [2021-01-26 08:40:41 main:574] : INFO : Epoch 1576 | loss: 0.0311913 | val_loss: 0.0311979 | Time: 4792.02 ms [2021-01-26 08:40:46 main:574] : INFO : Epoch 1577 | loss: 0.0311927 | val_loss: 0.0311932 | Time: 4754.89 ms [2021-01-26 08:40:51 main:574] : INFO : Epoch 1578 | loss: 0.0311932 | val_loss: 0.0311916 | Time: 4819.93 ms [2021-01-26 08:40:55 main:574] : INFO : Epoch 1579 | loss: 0.0311918 | val_loss: 0.0311938 | Time: 4799.9 ms [2021-01-26 08:41:00 main:574] : INFO : Epoch 1580 | loss: 0.0311917 | val_loss: 0.031192 | Time: 4778.48 ms [2021-01-26 08:41:05 main:574] : INFO : Epoch 1581 | loss: 0.0311912 | val_loss: 0.0311914 | Time: 4798.87 ms [2021-01-26 08:41:10 main:574] : INFO : Epoch 1582 | loss: 0.0311945 | val_loss: 0.0311921 | Time: 4809.14 ms [2021-01-26 08:41:15 main:574] : INFO : Epoch 1583 | loss: 0.0311914 | val_loss: 0.0311906 | Time: 4812.57 ms [2021-01-26 08:41:19 main:574] : INFO : Epoch 1584 | loss: 0.0311909 | val_loss: 0.0311904 | Time: 4793.35 ms [2021-01-26 08:41:24 main:574] : INFO : Epoch 1585 | loss: 0.0311914 | val_loss: 0.0311915 | Time: 4775.34 ms [2021-01-26 08:41:29 main:574] : INFO : Epoch 1586 | loss: 0.031191 | val_loss: 0.0311928 | Time: 4755.04 ms [2021-01-26 08:41:34 main:574] : INFO : Epoch 1587 | loss: 0.0311958 | val_loss: 0.0311988 | Time: 4823 ms [2021-01-26 08:41:39 main:574] : INFO : Epoch 1588 | loss: 0.0311925 | val_loss: 0.0311941 | Time: 4787.11 ms [2021-01-26 08:41:43 main:574] : INFO : Epoch 1589 | loss: 0.0311921 | val_loss: 0.0311957 | Time: 4807.98 ms [2021-01-26 08:41:48 main:574] : INFO : Epoch 1590 | loss: 0.0311921 | val_loss: 0.0311917 | Time: 4778.72 ms [2021-01-26 08:41:53 main:574] : INFO : Epoch 1591 | loss: 0.0311908 | val_loss: 0.0311913 | Time: 4767.28 ms [2021-01-26 08:41:58 main:574] : INFO : Epoch 1592 | loss: 0.0311928 | val_loss: 0.0311946 | Time: 4822.3 ms [2021-01-26 08:42:03 main:574] : INFO : Epoch 1593 | loss: 0.0311914 | val_loss: 0.0311899 | Time: 4783.89 ms [2021-01-26 08:42:07 main:574] : INFO : Epoch 1594 | loss: 0.0311913 | val_loss: 0.0311933 | Time: 4777.38 ms [2021-01-26 08:42:12 main:574] : INFO : Epoch 1595 | loss: 0.0311915 | val_loss: 0.0311916 | Time: 4796.8 ms [2021-01-26 08:42:17 main:574] : INFO : Epoch 1596 | loss: 0.0311911 | val_loss: 0.031193 | Time: 4754.95 ms [2021-01-26 08:42:22 main:574] : INFO : Epoch 1597 | loss: 0.0311929 | val_loss: 0.0311914 | Time: 4818.06 ms [2021-01-26 08:42:27 main:574] : INFO : Epoch 1598 | loss: 0.0311923 | val_loss: 0.0311951 | Time: 4809.95 ms [2021-01-26 08:42:32 main:574] : INFO : Epoch 1599 | loss: 0.0311919 | val_loss: 0.031193 | Time: 4799.21 ms [2021-01-26 08:42:36 main:574] : INFO : Epoch 1600 | loss: 0.0311921 | val_loss: 0.0311927 | Time: 4764.2 ms [2021-01-26 08:42:41 main:574] : INFO : Epoch 1601 | loss: 0.0311908 | val_loss: 0.0311926 | Time: 4788.82 ms [2021-01-26 08:42:46 main:574] : INFO : Epoch 1602 | loss: 0.0311918 | val_loss: 0.0311948 | Time: 4788.77 ms [2021-01-26 08:42:51 main:574] : INFO : Epoch 1603 | loss: 0.0311967 | val_loss: 0.0311921 | Time: 4791.35 ms [2021-01-26 08:42:56 main:574] : INFO : Epoch 1604 | loss: 0.0311971 | val_loss: 0.0311939 | Time: 4793.38 ms [2021-01-26 08:43:00 main:574] : INFO : Epoch 1605 | loss: 0.0311914 | val_loss: 0.0311917 | Time: 4781.56 ms [2021-01-26 08:43:05 main:574] : INFO : Epoch 1606 | loss: 0.031191 | val_loss: 0.0311908 | Time: 4803.18 ms [2021-01-26 08:43:10 main:574] : INFO : Epoch 1607 | loss: 0.0311908 | val_loss: 0.0311918 | Time: 4774.01 ms [2021-01-26 08:43:15 main:574] : INFO : Epoch 1608 | loss: 0.0311909 | val_loss: 0.0311943 | Time: 4765.03 ms [2021-01-26 08:43:20 main:574] : INFO : Epoch 1609 | loss: 0.0311914 | val_loss: 0.0311913 | Time: 4809.03 ms [2021-01-26 08:43:24 main:574] : INFO : Epoch 1610 | loss: 0.0311915 | val_loss: 0.0311922 | Time: 4799.11 ms [2021-01-26 08:43:29 main:574] : INFO : Epoch 1611 | loss: 0.0311905 | val_loss: 0.0311901 | Time: 4751.87 ms [2021-01-26 08:43:34 main:574] : INFO : Epoch 1612 | loss: 0.0311934 | val_loss: 0.0312015 | Time: 4785.94 ms [2021-01-26 08:43:39 main:574] : INFO : Epoch 1613 | loss: 0.0311932 | val_loss: 0.0311892 | Time: 4797.93 ms [2021-01-26 08:43:44 main:574] : INFO : Epoch 1614 | loss: 0.0311914 | val_loss: 0.031192 | Time: 4807.49 ms [2021-01-26 08:43:48 main:574] : INFO : Epoch 1615 | loss: 0.0311908 | val_loss: 0.0311906 | Time: 4797.43 ms [2021-01-26 08:43:53 main:574] : INFO : Epoch 1616 | loss: 0.0311903 | val_loss: 0.0311898 | Time: 4800.38 ms [2021-01-26 08:43:58 main:574] : INFO : Epoch 1617 | loss: 0.03119 | val_loss: 0.0311901 | Time: 4767.8 ms [2021-01-26 08:44:03 main:574] : INFO : Epoch 1618 | loss: 0.0311908 | val_loss: 0.0311917 | Time: 4826.21 ms [2021-01-26 08:44:08 main:574] : INFO : Epoch 1619 | loss: 0.0311898 | val_loss: 0.0311922 | Time: 4785.6 ms [2021-01-26 08:44:12 main:574] : INFO : Epoch 1620 | loss: 0.0311898 | val_loss: 0.031191 | Time: 4810.04 ms [2021-01-26 08:44:17 main:574] : INFO : Epoch 1621 | loss: 0.0311912 | val_loss: 0.0311901 | Time: 4781.91 ms [2021-01-26 08:44:22 main:574] : INFO : Epoch 1622 | loss: 0.0311892 | val_loss: 0.0311895 | Time: 4802.02 ms [2021-01-26 08:44:27 main:574] : INFO : Epoch 1623 | loss: 0.031189 | val_loss: 0.0311946 | Time: 4836.57 ms [2021-01-26 08:44:32 main:574] : INFO : Epoch 1624 | loss: 0.0311903 | val_loss: 0.0311927 | Time: 4783.62 ms [2021-01-26 08:44:37 main:574] : INFO : Epoch 1625 | loss: 0.0311892 | val_loss: 0.031191 | Time: 4798.97 ms [2021-01-26 08:44:41 main:574] : INFO : Epoch 1626 | loss: 0.0311891 | val_loss: 0.0311886 | Time: 4768.25 ms [2021-01-26 08:44:46 main:574] : INFO : Epoch 1627 | loss: 0.0311891 | val_loss: 0.0311892 | Time: 4845.17 ms [2021-01-26 08:44:51 main:574] : INFO : Epoch 1628 | loss: 0.0311889 | val_loss: 0.0311905 | Time: 4794.12 ms [2021-01-26 08:44:56 main:574] : INFO : Epoch 1629 | loss: 0.0311894 | val_loss: 0.0311908 | Time: 4783.43 ms [2021-01-26 08:45:01 main:574] : INFO : Epoch 1630 | loss: 0.0311897 | val_loss: 0.0311924 | Time: 4759.19 ms [2021-01-26 08:45:05 main:574] : INFO : Epoch 1631 | loss: 0.0311898 | val_loss: 0.0311912 | Time: 4812.45 ms [2021-01-26 08:45:10 main:574] : INFO : Epoch 1632 | loss: 0.0311884 | val_loss: 0.0311928 | Time: 4788.68 ms [2021-01-26 08:45:15 main:574] : INFO : Epoch 1633 | loss: 0.0311886 | val_loss: 0.0311912 | Time: 4771.42 ms [2021-01-26 08:45:20 main:574] : INFO : Epoch 1634 | loss: 0.0311885 | val_loss: 0.0311952 | Time: 4755.2 ms [2021-01-26 08:45:25 main:574] : INFO : Epoch 1635 | loss: 0.0311898 | val_loss: 0.0311917 | Time: 4786.52 ms [2021-01-26 08:45:29 main:574] : INFO : Epoch 1636 | loss: 0.0311888 | val_loss: 0.0311916 | Time: 4808.53 ms [2021-01-26 08:45:34 main:574] : INFO : Epoch 1637 | loss: 0.0311916 | val_loss: 0.0311894 | Time: 4805.84 ms [2021-01-26 08:45:39 main:574] : INFO : Epoch 1638 | loss: 0.0311917 | val_loss: 0.0311913 | Time: 4824.89 ms [2021-01-26 08:45:44 main:574] : INFO : Epoch 1639 | loss: 0.03119 | val_loss: 0.0311917 | Time: 4799.04 ms [2021-01-26 08:45:49 main:574] : INFO : Epoch 1640 | loss: 0.0311913 | val_loss: 0.0311914 | Time: 4797.44 ms [2021-01-26 08:45:54 main:574] : INFO : Epoch 1641 | loss: 0.031191 | val_loss: 0.0311939 | Time: 4795.17 ms [2021-01-26 08:45:58 main:574] : INFO : Epoch 1642 | loss: 0.031189 | val_loss: 0.0311951 | Time: 4829.44 ms [2021-01-26 08:46:03 main:574] : INFO : Epoch 1643 | loss: 0.0311903 | val_loss: 0.0311913 | Time: 4831.23 ms [2021-01-26 08:46:08 main:574] : INFO : Epoch 1644 | loss: 0.0311912 | val_loss: 0.0312029 | Time: 4790.91 ms [2021-01-26 08:46:13 main:574] : INFO : Epoch 1645 | loss: 0.0311957 | val_loss: 0.0311922 | Time: 4780.14 ms [2021-01-26 08:46:18 main:574] : INFO : Epoch 1646 | loss: 0.0311912 | val_loss: 0.0311921 | Time: 4768.53 ms [2021-01-26 08:46:22 main:574] : INFO : Epoch 1647 | loss: 0.0311891 | val_loss: 0.0311902 | Time: 4773.13 ms [2021-01-26 08:46:27 main:574] : INFO : Epoch 1648 | loss: 0.0311887 | val_loss: 0.0311893 | Time: 4784.96 ms [2021-01-26 08:46:32 main:574] : INFO : Epoch 1649 | loss: 0.0311886 | val_loss: 0.0311909 | Time: 4786.22 ms [2021-01-26 08:46:37 main:574] : INFO : Epoch 1650 | loss: 0.0311893 | val_loss: 0.0311934 | Time: 4758.15 ms [2021-01-26 08:46:42 main:574] : INFO : Epoch 1651 | loss: 0.0311905 | val_loss: 0.0311924 | Time: 4803.87 ms [2021-01-26 08:46:46 main:574] : INFO : Epoch 1652 | loss: 0.0311889 | val_loss: 0.0311899 | Time: 4815.38 ms [2021-01-26 08:46:51 main:574] : INFO : Epoch 1653 | loss: 0.0311878 | val_loss: 0.0311907 | Time: 4805.21 ms [2021-01-26 08:46:56 main:574] : INFO : Epoch 1654 | loss: 0.0311892 | val_loss: 0.0311909 | Time: 4812 ms [2021-01-26 08:47:01 main:574] : INFO : Epoch 1655 | loss: 0.0311888 | val_loss: 0.0311897 | Time: 4835.9 ms [2021-01-26 08:47:06 main:574] : INFO : Epoch 1656 | loss: 0.0311877 | val_loss: 0.0311895 | Time: 4769.9 ms [2021-01-26 08:47:10 main:574] : INFO : Epoch 1657 | loss: 0.0311882 | val_loss: 0.0311938 | Time: 4803.13 ms [2021-01-26 08:47:15 main:574] : INFO : Epoch 1658 | loss: 0.031191 | val_loss: 0.0311932 | Time: 4791.54 ms [2021-01-26 08:47:20 main:574] : INFO : Epoch 1659 | loss: 0.0311906 | val_loss: 0.0312007 | Time: 4797.82 ms [2021-01-26 08:47:25 main:574] : INFO : Epoch 1660 | loss: 0.0311919 | val_loss: 0.0311933 | Time: 4817.22 ms [2021-01-26 08:47:30 main:574] : INFO : Epoch 1661 | loss: 0.0311889 | val_loss: 0.0311932 | Time: 4770.14 ms [2021-01-26 08:47:34 main:574] : INFO : Epoch 1662 | loss: 0.0311888 | val_loss: 0.0311906 | Time: 4761.03 ms [2021-01-26 08:47:39 main:574] : INFO : Epoch 1663 | loss: 0.0311889 | val_loss: 0.0311898 | Time: 4796.76 ms [2021-01-26 08:47:44 main:574] : INFO : Epoch 1664 | loss: 0.0311909 | val_loss: 0.031193 | Time: 4810.18 ms [2021-01-26 08:47:49 main:574] : INFO : Epoch 1665 | loss: 0.031189 | val_loss: 0.0311903 | Time: 4836.21 ms [2021-01-26 08:47:54 main:574] : INFO : Epoch 1666 | loss: 0.0311885 | val_loss: 0.0311906 | Time: 4799.77 ms [2021-01-26 08:47:59 main:574] : INFO : Epoch 1667 | loss: 0.0311877 | val_loss: 0.0311903 | Time: 4798.6 ms [2021-01-26 08:48:03 main:574] : INFO : Epoch 1668 | loss: 0.0311877 | val_loss: 0.0311903 | Time: 4829.13 ms [2021-01-26 08:48:08 main:574] : INFO : Epoch 1669 | loss: 0.0311879 | val_loss: 0.0311912 | Time: 4838.54 ms [2021-01-26 08:48:13 main:574] : INFO : Epoch 1670 | loss: 0.0311874 | val_loss: 0.0311915 | Time: 4812.49 ms [2021-01-26 08:48:18 main:574] : INFO : Epoch 1671 | loss: 0.0311879 | val_loss: 0.0311922 | Time: 4788.62 ms [2021-01-26 08:48:23 main:574] : INFO : Epoch 1672 | loss: 0.0311887 | val_loss: 0.0311943 | Time: 4797.66 ms [2021-01-26 08:48:28 main:574] : INFO : Epoch 1673 | loss: 0.0311903 | val_loss: 0.0311914 | Time: 4834.55 ms [2021-01-26 08:48:32 main:574] : INFO : Epoch 1674 | loss: 0.0311901 | val_loss: 0.0311921 | Time: 4797.66 ms [2021-01-26 08:48:37 main:574] : INFO : Epoch 1675 | loss: 0.0311887 | val_loss: 0.0311906 | Time: 4741.09 ms [2021-01-26 08:48:42 main:574] : INFO : Epoch 1676 | loss: 0.0311874 | val_loss: 0.0311906 | Time: 4780.12 ms [2021-01-26 08:48:47 main:574] : INFO : Epoch 1677 | loss: 0.0311885 | val_loss: 0.0311915 | Time: 4791.74 ms [2021-01-26 08:48:52 main:574] : INFO : Epoch 1678 | loss: 0.0311886 | val_loss: 0.031194 | Time: 4769.32 ms [2021-01-26 08:48:56 main:574] : INFO : Epoch 1679 | loss: 0.0311896 | val_loss: 0.0311919 | Time: 4829.63 ms [2021-01-26 08:49:01 main:574] : INFO : Epoch 1680 | loss: 0.031188 | val_loss: 0.031192 | Time: 4804.68 ms [2021-01-26 08:49:06 main:574] : INFO : Epoch 1681 | loss: 0.0311887 | val_loss: 0.0311919 | Time: 4786.89 ms [2021-01-26 08:49:11 main:574] : INFO : Epoch 1682 | loss: 0.0311887 | val_loss: 0.0311908 | Time: 4799.86 ms [2021-01-26 08:49:16 main:574] : INFO : Epoch 1683 | loss: 0.0311878 | val_loss: 0.0311906 | Time: 4796.87 ms [2021-01-26 08:49:20 main:574] : INFO : Epoch 1684 | loss: 0.0311878 | val_loss: 0.0311905 | Time: 4788.67 ms [2021-01-26 08:49:25 main:574] : INFO : Epoch 1685 | loss: 0.0311871 | val_loss: 0.0311898 | Time: 4805.9 ms [2021-01-26 08:49:30 main:574] : INFO : Epoch 1686 | loss: 0.0311876 | val_loss: 0.0311918 | Time: 4834.97 ms [2021-01-26 08:49:35 main:574] : INFO : Epoch 1687 | loss: 0.0311888 | val_loss: 0.0311965 | Time: 4789.75 ms [2021-01-26 08:49:40 main:574] : INFO : Epoch 1688 | loss: 0.0311888 | val_loss: 0.0311918 | Time: 4804.03 ms [2021-01-26 08:49:45 main:574] : INFO : Epoch 1689 | loss: 0.0311886 | val_loss: 0.0311929 | Time: 4793.55 ms [2021-01-26 08:49:49 main:574] : INFO : Epoch 1690 | loss: 0.0311877 | val_loss: 0.0311904 | Time: 4805.17 ms [2021-01-26 08:49:54 main:574] : INFO : Epoch 1691 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 4801.54 ms [2021-01-26 08:49:59 main:574] : INFO : Epoch 1692 | loss: 0.0311873 | val_loss: 0.0311907 | Time: 4787.42 ms [2021-01-26 08:50:04 main:574] : INFO : Epoch 1693 | loss: 0.0311877 | val_loss: 0.0311924 | Time: 4754.69 ms [2021-01-26 08:50:09 main:574] : INFO : Epoch 1694 | loss: 0.0311912 | val_loss: 0.03119 | Time: 4806.12 ms [2021-01-26 08:50:13 main:574] : INFO : Epoch 1695 | loss: 0.0311927 | val_loss: 0.0311904 | Time: 4809.97 ms [2021-01-26 08:50:18 main:574] : INFO : Epoch 1696 | loss: 0.0311938 | val_loss: 0.0311896 | Time: 4759.34 ms [2021-01-26 08:50:23 main:574] : INFO : Epoch 1697 | loss: 0.0311932 | val_loss: 0.0311935 | Time: 4764.08 ms [2021-01-26 08:50:28 main:574] : INFO : Epoch 1698 | loss: 0.0311937 | val_loss: 0.0311919 | Time: 4794.05 ms [2021-01-26 08:50:33 main:574] : INFO : Epoch 1699 | loss: 0.0311934 | val_loss: 0.0311923 | Time: 4752.53 ms [2021-01-26 08:50:37 main:574] : INFO : Epoch 1700 | loss: 0.0311917 | val_loss: 0.0311904 | Time: 4799.36 ms [2021-01-26 08:50:42 main:574] : INFO : Epoch 1701 | loss: 0.0311912 | val_loss: 0.0311899 | Time: 4793.58 ms [2021-01-26 08:50:47 main:574] : INFO : Epoch 1702 | loss: 0.0311923 | val_loss: 0.0311901 | Time: 4793.26 ms [2021-01-26 08:50:52 main:574] : INFO : Epoch 1703 | loss: 0.0311921 | val_loss: 0.0311895 | Time: 4777.89 ms [2021-01-26 08:50:57 main:574] : INFO : Epoch 1704 | loss: 0.031192 | val_loss: 0.0311928 | Time: 4795.32 ms [2021-01-26 08:51:01 main:574] : INFO : Epoch 1705 | loss: 0.0311952 | val_loss: 0.0311894 | Time: 4761.41 ms [2021-01-26 08:51:06 main:574] : INFO : Epoch 1706 | loss: 0.0311943 | val_loss: 0.0311898 | Time: 4787.89 ms [2021-01-26 08:51:11 main:574] : INFO : Epoch 1707 | loss: 0.0311918 | val_loss: 0.0311915 | Time: 4783.92 ms [2021-01-26 08:51:16 main:574] : INFO : Epoch 1708 | loss: 0.0311921 | val_loss: 0.0311876 | Time: 4822.45 ms [2021-01-26 08:51:21 main:574] : INFO : Epoch 1709 | loss: 0.0311917 | val_loss: 0.0311884 | Time: 4772.36 ms [2021-01-26 08:51:25 main:574] : INFO : Epoch 1710 | loss: 0.0311926 | val_loss: 0.0311948 | Time: 4795.52 ms [2021-01-26 08:51:30 main:574] : INFO : Epoch 1711 | loss: 0.0311926 | val_loss: 0.0311891 | Time: 4814.47 ms [2021-01-26 08:51:35 main:574] : INFO : Epoch 1712 | loss: 0.0311909 | val_loss: 0.0311891 | Time: 4807.99 ms [2021-01-26 08:51:40 main:574] : INFO : Epoch 1713 | loss: 0.0311909 | val_loss: 0.0311895 | Time: 4810.93 ms [2021-01-26 08:51:45 main:574] : INFO : Epoch 1714 | loss: 0.0311923 | val_loss: 0.031188 | Time: 4813.05 ms [2021-01-26 08:51:50 main:574] : INFO : Epoch 1715 | loss: 0.0311909 | val_loss: 0.0311892 | Time: 4774.54 ms [2021-01-26 08:51:54 main:574] : INFO : Epoch 1716 | loss: 0.0311921 | val_loss: 0.0311912 | Time: 4842.03 ms [2021-01-26 08:51:59 main:574] : INFO : Epoch 1717 | loss: 0.0311924 | val_loss: 0.0311876 | Time: 4766.53 ms [2021-01-26 08:52:04 main:574] : INFO : Epoch 1718 | loss: 0.0311915 | val_loss: 0.0311885 | Time: 4776.63 ms [2021-01-26 08:52:09 main:574] : INFO : Epoch 1719 | loss: 0.0311911 | val_loss: 0.0311881 | Time: 4798.12 ms [2021-01-26 08:52:14 main:574] : INFO : Epoch 1720 | loss: 0.031191 | val_loss: 0.0311887 | Time: 4791.38 ms [2021-01-26 08:52:18 main:574] : INFO : Epoch 1721 | loss: 0.0311897 | val_loss: 0.0311878 | Time: 4811.73 ms [2021-01-26 08:52:23 main:574] : INFO : Epoch 1722 | loss: 0.0311897 | val_loss: 0.0311874 | Time: 4803.92 ms [2021-01-26 08:52:28 main:574] : INFO : Epoch 1723 | loss: 0.0311894 | val_loss: 0.0311855 | Time: 4790.21 ms [2021-01-26 08:52:33 main:574] : INFO : Epoch 1724 | loss: 0.031187 | val_loss: 0.0311865 | Time: 4809.4 ms [2021-01-26 08:52:38 main:574] : INFO : Epoch 1725 | loss: 0.0311873 | val_loss: 0.031185 | Time: 4809.97 ms [2021-01-26 08:52:42 main:574] : INFO : Epoch 1726 | loss: 0.0311863 | val_loss: 0.0311879 | Time: 4772.71 ms [2021-01-26 08:52:47 main:574] : INFO : Epoch 1727 | loss: 0.0311875 | val_loss: 0.0311841 | Time: 4778.51 ms [2021-01-26 08:52:52 main:574] : INFO : Epoch 1728 | loss: 0.031187 | val_loss: 0.0311844 | Time: 4791.19 ms [2021-01-26 08:52:57 main:574] : INFO : Epoch 1729 | loss: 0.0311853 | val_loss: 0.0311846 | Time: 4786.66 ms [2021-01-26 08:53:02 main:574] : INFO : Epoch 1730 | loss: 0.0311849 | val_loss: 0.0311843 | Time: 4820.82 ms [2021-01-26 08:53:07 main:574] : INFO : Epoch 1731 | loss: 0.0311841 | val_loss: 0.0311828 | Time: 4769.31 ms [2021-01-26 08:53:11 main:574] : INFO : Epoch 1732 | loss: 0.0311873 | val_loss: 0.0311857 | Time: 4780.96 ms [2021-01-26 08:53:16 main:574] : INFO : Epoch 1733 | loss: 0.0311855 | val_loss: 0.0311829 | Time: 4814.5 ms [2021-01-26 08:53:21 main:574] : INFO : Epoch 1734 | loss: 0.0311835 | val_loss: 0.0311847 | Time: 4802.55 ms [2021-01-26 08:53:26 main:574] : INFO : Epoch 1735 | loss: 0.0311835 | val_loss: 0.0311849 | Time: 4808.9 ms [2021-01-26 08:53:31 main:574] : INFO : Epoch 1736 | loss: 0.0311837 | val_loss: 0.0311888 | Time: 4798.65 ms [2021-01-26 08:53:35 main:574] : INFO : Epoch 1737 | loss: 0.0311838 | val_loss: 0.0311839 | Time: 4798.02 ms [2021-01-26 08:53:40 main:574] : INFO : Epoch 1738 | loss: 0.0311815 | val_loss: 0.0311824 | Time: 4818.97 ms [2021-01-26 08:53:45 main:574] : INFO : Epoch 1739 | loss: 0.0311811 | val_loss: 0.0311853 | Time: 4792.6 ms [2021-01-26 08:53:50 main:574] : INFO : Epoch 1740 | loss: 0.031183 | val_loss: 0.0311892 | Time: 4744.26 ms [2021-01-26 08:53:55 main:574] : INFO : Epoch 1741 | loss: 0.031182 | val_loss: 0.0311805 | Time: 4777.44 ms [2021-01-26 08:53:59 main:574] : INFO : Epoch 1742 | loss: 0.0311805 | val_loss: 0.03118 | Time: 4804.51 ms [2021-01-26 08:54:04 main:574] : INFO : Epoch 1743 | loss: 0.0311814 | val_loss: 0.0311806 | Time: 4792.16 ms [2021-01-26 08:54:09 main:574] : INFO : Epoch 1744 | loss: 0.031182 | val_loss: 0.0311809 | Time: 4808.02 ms [2021-01-26 08:54:14 main:574] : INFO : Epoch 1745 | loss: 0.0311821 | val_loss: 0.0311845 | Time: 4797.96 ms [2021-01-26 08:54:19 main:574] : INFO : Epoch 1746 | loss: 0.0311819 | val_loss: 0.0311817 | Time: 4781.36 ms [2021-01-26 08:54:24 main:574] : INFO : Epoch 1747 | loss: 0.0311825 | val_loss: 0.0311803 | Time: 4806.58 ms [2021-01-26 08:54:28 main:574] : INFO : Epoch 1748 | loss: 0.0311841 | val_loss: 0.0311814 | Time: 4742.23 ms [2021-01-26 08:54:33 main:574] : INFO : Epoch 1749 | loss: 0.0311839 | val_loss: 0.0311847 | Time: 4777.24 ms [2021-01-26 08:54:38 main:574] : INFO : Epoch 1750 | loss: 0.0311843 | val_loss: 0.0311819 | Time: 4798.4 ms [2021-01-26 08:54:43 main:574] : INFO : Epoch 1751 | loss: 0.0311829 | val_loss: 0.0311799 | Time: 4799.93 ms [2021-01-26 08:54:47 main:574] : INFO : Epoch 1752 | loss: 0.0311805 | val_loss: 0.0311806 | Time: 4780.54 ms [2021-01-26 08:54:52 main:574] : INFO : Epoch 1753 | loss: 0.0311811 | val_loss: 0.0311804 | Time: 4760.15 ms [2021-01-26 08:54:57 main:574] : INFO : Epoch 1754 | loss: 0.0311815 | val_loss: 0.031181 | Time: 4815.26 ms [2021-01-26 08:55:02 main:574] : INFO : Epoch 1755 | loss: 0.0311828 | val_loss: 0.0311848 | Time: 4814.41 ms [2021-01-26 08:55:07 main:574] : INFO : Epoch 1756 | loss: 0.0311831 | val_loss: 0.0311834 | Time: 4768.83 ms [2021-01-26 08:55:12 main:574] : INFO : Epoch 1757 | loss: 0.0311799 | val_loss: 0.0311782 | Time: 4783.63 ms [2021-01-26 08:55:16 main:574] : INFO : Epoch 1758 | loss: 0.0311807 | val_loss: 0.031179 | Time: 4778.63 ms [2021-01-26 08:55:21 main:574] : INFO : Epoch 1759 | loss: 0.0311792 | val_loss: 0.0311786 | Time: 4773.81 ms [2021-01-26 08:55:26 main:574] : INFO : Epoch 1760 | loss: 0.0311791 | val_loss: 0.031177 | Time: 4813.2 ms [2021-01-26 08:55:31 main:574] : INFO : Epoch 1761 | loss: 0.0311806 | val_loss: 0.0311804 | Time: 4781.25 ms [2021-01-26 08:55:36 main:574] : INFO : Epoch 1762 | loss: 0.0311813 | val_loss: 0.0311816 | Time: 4812.15 ms [2021-01-26 08:55:40 main:574] : INFO : Epoch 1763 | loss: 0.0311819 | val_loss: 0.0311843 | Time: 4814.59 ms [2021-01-26 08:55:45 main:574] : INFO : Epoch 1764 | loss: 0.031183 | val_loss: 0.0311805 | Time: 4819.5 ms [2021-01-26 08:55:50 main:574] : INFO : Epoch 1765 | loss: 0.0311806 | val_loss: 0.0311794 | Time: 4800.96 ms [2021-01-26 08:55:55 main:574] : INFO : Epoch 1766 | loss: 0.0311802 | val_loss: 0.0311839 | Time: 4795.62 ms [2021-01-26 08:56:00 main:574] : INFO : Epoch 1767 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 4825.41 ms [2021-01-26 08:56:04 main:574] : INFO : Epoch 1768 | loss: 0.0311818 | val_loss: 0.0311807 | Time: 4791.91 ms [2021-01-26 08:56:09 main:574] : INFO : Epoch 1769 | loss: 0.0311808 | val_loss: 0.0311826 | Time: 4791.14 ms [2021-01-26 08:56:14 main:574] : INFO : Epoch 1770 | loss: 0.0311792 | val_loss: 0.031181 | Time: 4816.03 ms [2021-01-26 08:56:19 main:574] : INFO : Epoch 1771 | loss: 0.0311789 | val_loss: 0.0311903 | Time: 4809.71 ms [2021-01-26 08:56:24 main:574] : INFO : Epoch 1772 | loss: 0.0311814 | val_loss: 0.0311797 | Time: 4808.11 ms [2021-01-26 08:56:29 main:574] : INFO : Epoch 1773 | loss: 0.0311789 | val_loss: 0.0311801 | Time: 4778.24 ms [2021-01-26 08:56:33 main:574] : INFO : Epoch 1774 | loss: 0.0311775 | val_loss: 0.0311781 | Time: 4768.36 ms [2021-01-26 08:56:38 main:574] : INFO : Epoch 1775 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 4828.15 ms [2021-01-26 08:56:43 main:574] : INFO : Epoch 1776 | loss: 0.031178 | val_loss: 0.0311834 | Time: 4799.97 ms [2021-01-26 08:56:48 main:574] : INFO : Epoch 1777 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 4814.19 ms [2021-01-26 08:56:53 main:574] : INFO : Epoch 1778 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 4816.43 ms [2021-01-26 08:56:57 main:574] : INFO : Epoch 1779 | loss: 0.0311764 | val_loss: 0.031179 | Time: 4788.35 ms [2021-01-26 08:57:02 main:574] : INFO : Epoch 1780 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 4785.52 ms [2021-01-26 08:57:07 main:574] : INFO : Epoch 1781 | loss: 0.0311756 | val_loss: 0.0311804 | Time: 4826.89 ms [2021-01-26 08:57:12 main:574] : INFO : Epoch 1782 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 4817.56 ms [2021-01-26 08:57:17 main:574] : INFO : Epoch 1783 | loss: 0.0311755 | val_loss: 0.0311807 | Time: 4818.02 ms [2021-01-26 08:57:22 main:574] : INFO : Epoch 1784 | loss: 0.0311761 | val_loss: 0.0311836 | Time: 4788.72 ms [2021-01-26 08:57:26 main:574] : INFO : Epoch 1785 | loss: 0.0311756 | val_loss: 0.03118 | Time: 4761.17 ms [2021-01-26 08:57:31 main:574] : INFO : Epoch 1786 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 4832.59 ms [2021-01-26 08:57:36 main:574] : INFO : Epoch 1787 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 4796.18 ms [2021-01-26 08:57:41 main:574] : INFO : Epoch 1788 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 4831.43 ms [2021-01-26 08:57:46 main:574] : INFO : Epoch 1789 | loss: 0.031176 | val_loss: 0.0311831 | Time: 4789.09 ms [2021-01-26 08:57:51 main:574] : INFO : Epoch 1790 | loss: 0.0311819 | val_loss: 0.0311815 | Time: 4813.68 ms [2021-01-26 08:57:55 main:574] : INFO : Epoch 1791 | loss: 0.031182 | val_loss: 0.0311839 | Time: 4813.27 ms [2021-01-26 08:58:00 main:574] : INFO : Epoch 1792 | loss: 0.0311803 | val_loss: 0.0311829 | Time: 4804.73 ms [2021-01-26 08:58:05 main:574] : INFO : Epoch 1793 | loss: 0.0311799 | val_loss: 0.0311845 | Time: 4788.78 ms [2021-01-26 08:58:10 main:574] : INFO : Epoch 1794 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 4787.15 ms [2021-01-26 08:58:15 main:574] : INFO : Epoch 1795 | loss: 0.0311827 | val_loss: 0.0311823 | Time: 4809.99 ms [2021-01-26 08:58:19 main:574] : INFO : Epoch 1796 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 4810.03 ms [2021-01-26 08:58:24 main:574] : INFO : Epoch 1797 | loss: 0.0311804 | val_loss: 0.0311812 | Time: 4780.04 ms [2021-01-26 08:58:29 main:574] : INFO : Epoch 1798 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 4820.53 ms [2021-01-26 08:58:34 main:574] : INFO : Epoch 1799 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 4808.24 ms [2021-01-26 08:58:39 main:574] : INFO : Epoch 1800 | loss: 0.0311769 | val_loss: 0.0311799 | Time: 4796.99 ms [2021-01-26 08:58:44 main:574] : INFO : Epoch 1801 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 4798.36 ms [2021-01-26 08:58:48 main:574] : INFO : Epoch 1802 | loss: 0.0311784 | val_loss: 0.0311829 | Time: 4838.47 ms [2021-01-26 08:58:53 main:574] : INFO : Epoch 1803 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 4827.26 ms [2021-01-26 08:58:58 main:574] : INFO : Epoch 1804 | loss: 0.0311758 | val_loss: 0.0311814 | Time: 4769.81 ms [2021-01-26 08:59:03 main:574] : INFO : Epoch 1805 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 4809.46 ms [2021-01-26 08:59:08 main:574] : INFO : Epoch 1806 | loss: 0.0311757 | val_loss: 0.0311842 | Time: 4794.76 ms [2021-01-26 08:59:12 main:574] : INFO : Epoch 1807 | loss: 0.0311786 | val_loss: 0.0311962 | Time: 4784.6 ms [2021-01-26 08:59:17 main:574] : INFO : Epoch 1808 | loss: 0.0311809 | val_loss: 0.0311832 | Time: 4788.93 ms [2021-01-26 08:59:22 main:574] : INFO : Epoch 1809 | loss: 0.03118 | val_loss: 0.0311876 | Time: 4777.4 ms [2021-01-26 08:59:27 main:574] : INFO : Epoch 1810 | loss: 0.031176 | val_loss: 0.0311834 | Time: 4809.84 ms [2021-01-26 08:59:32 main:574] : INFO : Epoch 1811 | loss: 0.0311756 | val_loss: 0.0311836 | Time: 4775.3 ms [2021-01-26 08:59:37 main:574] : INFO : Epoch 1812 | loss: 0.0311747 | val_loss: 0.0311829 | Time: 4845.06 ms [2021-01-26 08:59:41 main:574] : INFO : Epoch 1813 | loss: 0.0311741 | val_loss: 0.0311829 | Time: 4777.34 ms [2021-01-26 08:59:46 main:574] : INFO : Epoch 1814 | loss: 0.0311761 | val_loss: 0.0311842 | Time: 4800.07 ms [2021-01-26 08:59:51 main:574] : INFO : Epoch 1815 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 4808.37 ms [2021-01-26 08:59:56 main:574] : INFO : Epoch 1816 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 4818.07 ms [2021-01-26 09:00:01 main:574] : INFO : Epoch 1817 | loss: 0.0311774 | val_loss: 0.0311811 | Time: 4803.95 ms [2021-01-26 09:00:05 main:574] : INFO : Epoch 1818 | loss: 0.0311756 | val_loss: 0.0311827 | Time: 4795.66 ms [2021-01-26 09:00:10 main:574] : INFO : Epoch 1819 | loss: 0.0311745 | val_loss: 0.0311832 | Time: 4815.8 ms [2021-01-26 09:00:15 main:574] : INFO : Epoch 1820 | loss: 0.0311747 | val_loss: 0.0311801 | Time: 4794.39 ms [2021-01-26 09:00:20 main:574] : INFO : Epoch 1821 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 4793.78 ms [2021-01-26 09:00:25 main:574] : INFO : Epoch 1822 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 4781.15 ms [2021-01-26 09:00:29 main:574] : INFO : Epoch 1823 | loss: 0.0311741 | val_loss: 0.0311798 | Time: 4782.7 ms [2021-01-26 09:00:34 main:574] : INFO : Epoch 1824 | loss: 0.031174 | val_loss: 0.0311806 | Time: 4824.68 ms [2021-01-26 09:00:39 main:574] : INFO : Epoch 1825 | loss: 0.0311737 | val_loss: 0.0311796 | Time: 4819.74 ms [2021-01-26 09:00:44 main:574] : INFO : Epoch 1826 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 4783.74 ms [2021-01-26 09:00:49 main:574] : INFO : Epoch 1827 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 4787.71 ms [2021-01-26 09:00:54 main:574] : INFO : Epoch 1828 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 4798.36 ms [2021-01-26 09:00:58 main:574] : INFO : Epoch 1829 | loss: 0.0311785 | val_loss: 0.0311835 | Time: 4775.36 ms [2021-01-26 09:01:03 main:574] : INFO : Epoch 1830 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 4801.8 ms [2021-01-26 09:01:08 main:574] : INFO : Epoch 1831 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 4780.59 ms [2021-01-26 09:01:13 main:574] : INFO : Epoch 1832 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 4794.41 ms [2021-01-26 09:01:18 main:574] : INFO : Epoch 1833 | loss: 0.0311732 | val_loss: 0.0311816 | Time: 4786.84 ms [2021-01-26 09:01:22 main:574] : INFO : Epoch 1834 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 4813.35 ms [2021-01-26 09:01:27 main:574] : INFO : Epoch 1835 | loss: 0.0311736 | val_loss: 0.0311826 | Time: 4789.2 ms [2021-01-26 09:01:32 main:574] : INFO : Epoch 1836 | loss: 0.031177 | val_loss: 0.0311819 | Time: 4784.1 ms [2021-01-26 09:01:37 main:574] : INFO : Epoch 1837 | loss: 0.0311768 | val_loss: 0.03118 | Time: 4823.99 ms [2021-01-26 09:01:42 main:574] : INFO : Epoch 1838 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 4803.34 ms [2021-01-26 09:01:46 main:574] : INFO : Epoch 1839 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 4780.71 ms [2021-01-26 09:01:51 main:574] : INFO : Epoch 1840 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 4785.45 ms [2021-01-26 09:01:56 main:574] : INFO : Epoch 1841 | loss: 0.031174 | val_loss: 0.0311771 | Time: 4833.07 ms [2021-01-26 09:02:01 main:574] : INFO : Epoch 1842 | loss: 0.0311736 | val_loss: 0.031181 | Time: 4800.42 ms [2021-01-26 09:02:06 main:574] : INFO : Epoch 1843 | loss: 0.0311739 | val_loss: 0.0311775 | Time: 4796.46 ms [2021-01-26 09:02:10 main:574] : INFO : Epoch 1844 | loss: 0.0311726 | val_loss: 0.0311782 | Time: 4785.41 ms [2021-01-26 09:02:15 main:574] : INFO : Epoch 1845 | loss: 0.0311738 | val_loss: 0.0311812 | Time: 4806.27 ms [2021-01-26 09:02:20 main:574] : INFO : Epoch 1846 | loss: 0.0311792 | val_loss: 0.0311821 | Time: 4799.93 ms [2021-01-26 09:02:25 main:574] : INFO : Epoch 1847 | loss: 0.0311784 | val_loss: 0.0311811 | Time: 4801.36 ms [2021-01-26 09:02:30 main:574] : INFO : Epoch 1848 | loss: 0.0311778 | val_loss: 0.0311818 | Time: 4772.61 ms [2021-01-26 09:02:35 main:574] : INFO : Epoch 1849 | loss: 0.0311771 | val_loss: 0.0311803 | Time: 4783.69 ms [2021-01-26 09:02:39 main:574] : INFO : Epoch 1850 | loss: 0.0311781 | val_loss: 0.0311815 | Time: 4790.95 ms [2021-01-26 09:02:44 main:574] : INFO : Epoch 1851 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 4758.67 ms [2021-01-26 09:02:49 main:574] : INFO : Epoch 1852 | loss: 0.0311766 | val_loss: 0.031181 | Time: 4787.6 ms [2021-01-26 09:02:54 main:574] : INFO : Epoch 1853 | loss: 0.0311761 | val_loss: 0.0311793 | Time: 4802.01 ms [2021-01-26 09:02:59 main:574] : INFO : Epoch 1854 | loss: 0.0311752 | val_loss: 0.031181 | Time: 4787.47 ms [2021-01-26 09:03:03 main:574] : INFO : Epoch 1855 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 4809.73 ms [2021-01-26 09:03:08 main:574] : INFO : Epoch 1856 | loss: 0.0311742 | val_loss: 0.0311761 | Time: 4762.85 ms [2021-01-26 09:03:13 main:574] : INFO : Epoch 1857 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 4789.21 ms [2021-01-26 09:03:18 main:574] : INFO : Epoch 1858 | loss: 0.031178 | val_loss: 0.0311774 | Time: 4787.77 ms [2021-01-26 09:03:23 main:574] : INFO : Epoch 1859 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 4780.65 ms [2021-01-26 09:03:27 main:574] : INFO : Epoch 1860 | loss: 0.0311747 | val_loss: 0.0311801 | Time: 4755.16 ms [2021-01-26 09:03:32 main:574] : INFO : Epoch 1861 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 4822.18 ms [2021-01-26 09:03:37 main:574] : INFO : Epoch 1862 | loss: 0.0311734 | val_loss: 0.0311795 | Time: 4816.61 ms [2021-01-26 09:03:42 main:574] : INFO : Epoch 1863 | loss: 0.0311738 | val_loss: 0.0311782 | Time: 4805.82 ms [2021-01-26 09:03:47 main:574] : INFO : Epoch 1864 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 4729.96 ms [2021-01-26 09:03:51 main:574] : INFO : Epoch 1865 | loss: 0.031174 | val_loss: 0.031177 | Time: 4842.02 ms [2021-01-26 09:03:56 main:574] : INFO : Epoch 1866 | loss: 0.0311731 | val_loss: 0.0311782 | Time: 4792.83 ms [2021-01-26 09:04:01 main:574] : INFO : Epoch 1867 | loss: 0.0311727 | val_loss: 0.0311801 | Time: 4781.14 ms [2021-01-26 09:04:06 main:574] : INFO : Epoch 1868 | loss: 0.0311726 | val_loss: 0.0311787 | Time: 4754.35 ms [2021-01-26 09:04:11 main:574] : INFO : Epoch 1869 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 4781.97 ms [2021-01-26 09:04:15 main:574] : INFO : Epoch 1870 | loss: 0.0311715 | val_loss: 0.0311814 | Time: 4797.29 ms [2021-01-26 09:04:20 main:574] : INFO : Epoch 1871 | loss: 0.0311714 | val_loss: 0.0311806 | Time: 4796.59 ms [2021-01-26 09:04:25 main:574] : INFO : Epoch 1872 | loss: 0.0311723 | val_loss: 0.0311803 | Time: 4762.19 ms [2021-01-26 09:04:30 main:574] : INFO : Epoch 1873 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 4779.82 ms [2021-01-26 09:04:35 main:574] : INFO : Epoch 1874 | loss: 0.0311733 | val_loss: 0.0311796 | Time: 4751.71 ms [2021-01-26 09:04:39 main:574] : INFO : Epoch 1875 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 4827.95 ms [2021-01-26 09:04:44 main:574] : INFO : Epoch 1876 | loss: 0.0311729 | val_loss: 0.0311817 | Time: 4806.16 ms [2021-01-26 09:04:49 main:574] : INFO : Epoch 1877 | loss: 0.0311754 | val_loss: 0.0311888 | Time: 4794.16 ms [2021-01-26 09:04:54 main:574] : INFO : Epoch 1878 | loss: 0.0311817 | val_loss: 0.0311893 | Time: 4837.68 ms [2021-01-26 09:04:59 main:574] : INFO : Epoch 1879 | loss: 0.0311731 | val_loss: 0.0311823 | Time: 4760.28 ms [2021-01-26 09:05:03 main:574] : INFO : Epoch 1880 | loss: 0.0311706 | val_loss: 0.0311796 | Time: 4840.36 ms [2021-01-26 09:05:08 main:574] : INFO : Epoch 1881 | loss: 0.0311719 | val_loss: 0.031182 | Time: 4734.41 ms [2021-01-26 09:05:13 main:574] : INFO : Epoch 1882 | loss: 0.0311713 | val_loss: 0.031179 | Time: 4745.03 ms [2021-01-26 09:05:18 main:574] : INFO : Epoch 1883 | loss: 0.0311696 | val_loss: 0.0311804 | Time: 4791.31 ms [2021-01-26 09:05:23 main:574] : INFO : Epoch 1884 | loss: 0.0311708 | val_loss: 0.0311794 | Time: 4814.54 ms [2021-01-26 09:05:27 main:574] : INFO : Epoch 1885 | loss: 0.0311704 | val_loss: 0.0311787 | Time: 4763.38 ms [2021-01-26 09:05:32 main:574] : INFO : Epoch 1886 | loss: 0.03117 | val_loss: 0.0311809 | Time: 4778.84 ms [2021-01-26 09:05:37 main:574] : INFO : Epoch 1887 | loss: 0.0311708 | val_loss: 0.0311815 | Time: 4794.11 ms [2021-01-26 09:05:42 main:574] : INFO : Epoch 1888 | loss: 0.0311706 | val_loss: 0.0311816 | Time: 4804.13 ms [2021-01-26 09:05:47 main:574] : INFO : Epoch 1889 | loss: 0.0311721 | val_loss: 0.0311832 | Time: 4786.62 ms [2021-01-26 09:05:51 main:574] : INFO : Epoch 1890 | loss: 0.0311707 | val_loss: 0.031181 | Time: 4787.37 ms [2021-01-26 09:05:56 main:574] : INFO : Epoch 1891 | loss: 0.0311699 | val_loss: 0.0311793 | Time: 4805.15 ms [2021-01-26 09:06:01 main:574] : INFO : Epoch 1892 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 4804.94 ms [2021-01-26 09:06:06 main:574] : INFO : Epoch 1893 | loss: 0.0311721 | val_loss: 0.031181 | Time: 4807.82 ms [2021-01-26 09:06:11 main:574] : INFO : Epoch 1894 | loss: 0.0311694 | val_loss: 0.0311801 | Time: 4787.1 ms [2021-01-26 09:06:16 main:574] : INFO : Epoch 1895 | loss: 0.031169 | val_loss: 0.0311818 | Time: 4813.53 ms [2021-01-26 09:06:20 main:574] : INFO : Epoch 1896 | loss: 0.0311709 | val_loss: 0.0311868 | Time: 4775.96 ms [2021-01-26 09:06:25 main:574] : INFO : Epoch 1897 | loss: 0.031172 | val_loss: 0.0311801 | Time: 4784.96 ms [2021-01-26 09:06:30 main:574] : INFO : Epoch 1898 | loss: 0.0311704 | val_loss: 0.0311828 | Time: 4757.27 ms [2021-01-26 09:06:35 main:574] : INFO : Epoch 1899 | loss: 0.0311707 | val_loss: 0.0311804 | Time: 4797.98 ms [2021-01-26 09:06:40 main:574] : INFO : Epoch 1900 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 4791.68 ms [2021-01-26 09:06:44 main:574] : INFO : Epoch 1901 | loss: 0.0311731 | val_loss: 0.0311863 | Time: 4802.58 ms [2021-01-26 09:06:49 main:574] : INFO : Epoch 1902 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 4791 ms [2021-01-26 09:06:54 main:574] : INFO : Epoch 1903 | loss: 0.0311734 | val_loss: 0.0311823 | Time: 4774.17 ms [2021-01-26 09:06:59 main:574] : INFO : Epoch 1904 | loss: 0.0311719 | val_loss: 0.0311839 | Time: 4769.55 ms [2021-01-26 09:07:03 main:574] : INFO : Epoch 1905 | loss: 0.0311751 | val_loss: 0.0311836 | Time: 4774.6 ms [2021-01-26 09:07:08 main:574] : INFO : Epoch 1906 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 4807.11 ms [2021-01-26 09:07:13 main:574] : INFO : Epoch 1907 | loss: 0.0311753 | val_loss: 0.0311848 | Time: 4789.26 ms [2021-01-26 09:07:18 main:574] : INFO : Epoch 1908 | loss: 0.0311749 | val_loss: 0.0311821 | Time: 4820.56 ms [2021-01-26 09:07:23 main:574] : INFO : Epoch 1909 | loss: 0.0311772 | val_loss: 0.031179 | Time: 4799.61 ms [2021-01-26 09:07:28 main:574] : INFO : Epoch 1910 | loss: 0.0311725 | val_loss: 0.0311835 | Time: 4808.65 ms [2021-01-26 09:07:32 main:574] : INFO : Epoch 1911 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 4793.58 ms [2021-01-26 09:07:37 main:574] : INFO : Epoch 1912 | loss: 0.0311759 | val_loss: 0.031183 | Time: 4808.75 ms [2021-01-26 09:07:42 main:574] : INFO : Epoch 1913 | loss: 0.0311781 | val_loss: 0.0311842 | Time: 4799.77 ms [2021-01-26 09:07:47 main:574] : INFO : Epoch 1914 | loss: 0.031178 | val_loss: 0.031184 | Time: 4795.35 ms [2021-01-26 09:07:52 main:574] : INFO : Epoch 1915 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 4794.04 ms [2021-01-26 09:07:56 main:574] : INFO : Epoch 1916 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 4805.71 ms [2021-01-26 09:08:01 main:574] : INFO : Epoch 1917 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 4818.94 ms [2021-01-26 09:08:06 main:574] : INFO : Epoch 1918 | loss: 0.0311758 | val_loss: 0.03118 | Time: 4836.81 ms [2021-01-26 09:08:11 main:574] : INFO : Epoch 1919 | loss: 0.0311771 | val_loss: 0.0311774 | Time: 4764.71 ms [2021-01-26 09:08:16 main:574] : INFO : Epoch 1920 | loss: 0.0311756 | val_loss: 0.0311848 | Time: 4800.88 ms [2021-01-26 09:08:21 main:574] : INFO : Epoch 1921 | loss: 0.0311749 | val_loss: 0.0311784 | Time: 4790.11 ms [2021-01-26 09:08:25 main:574] : INFO : Epoch 1922 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 4824.24 ms [2021-01-26 09:08:30 main:574] : INFO : Epoch 1923 | loss: 0.0311741 | val_loss: 0.03118 | Time: 4793.99 ms [2021-01-26 09:08:35 main:574] : INFO : Epoch 1924 | loss: 0.0311738 | val_loss: 0.0311778 | Time: 4811.85 ms [2021-01-26 09:08:40 main:574] : INFO : Epoch 1925 | loss: 0.0311724 | val_loss: 0.0311787 | Time: 4787.35 ms [2021-01-26 09:08:45 main:574] : INFO : Epoch 1926 | loss: 0.0311725 | val_loss: 0.031179 | Time: 4805.39 ms [2021-01-26 09:08:49 main:574] : INFO : Epoch 1927 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 4782.9 ms [2021-01-26 09:08:54 main:574] : INFO : Epoch 1928 | loss: 0.0311735 | val_loss: 0.031178 | Time: 4776.84 ms [2021-01-26 09:08:59 main:574] : INFO : Epoch 1929 | loss: 0.0311729 | val_loss: 0.0311826 | Time: 4781.84 ms [2021-01-26 09:09:04 main:574] : INFO : Epoch 1930 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 4833.04 ms [2021-01-26 09:09:09 main:574] : INFO : Epoch 1931 | loss: 0.0311785 | val_loss: 0.0311794 | Time: 4836.04 ms [2021-01-26 09:09:14 main:574] : INFO : Epoch 1932 | loss: 0.0311773 | val_loss: 0.0311771 | Time: 4801.3 ms [2021-01-26 09:09:18 main:574] : INFO : Epoch 1933 | loss: 0.0311747 | val_loss: 0.0311758 | Time: 4787.61 ms [2021-01-26 09:09:23 main:574] : INFO : Epoch 1934 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 4804.68 ms [2021-01-26 09:09:28 main:574] : INFO : Epoch 1935 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 4821.44 ms [2021-01-26 09:09:33 main:574] : INFO : Epoch 1936 | loss: 0.0311766 | val_loss: 0.0311776 | Time: 4788.15 ms [2021-01-26 09:09:38 main:574] : INFO : Epoch 1937 | loss: 0.0311774 | val_loss: 0.031178 | Time: 4759.77 ms [2021-01-26 09:09:42 main:574] : INFO : Epoch 1938 | loss: 0.0311775 | val_loss: 0.0311774 | Time: 4809.73 ms [2021-01-26 09:09:47 main:574] : INFO : Epoch 1939 | loss: 0.0311774 | val_loss: 0.0311782 | Time: 4824.87 ms [2021-01-26 09:09:52 main:574] : INFO : Epoch 1940 | loss: 0.0311803 | val_loss: 0.0311783 | Time: 4784.41 ms [2021-01-26 09:09:57 main:574] : INFO : Epoch 1941 | loss: 0.0311811 | val_loss: 0.0311801 | Time: 4760.13 ms [2021-01-26 09:10:02 main:574] : INFO : Epoch 1942 | loss: 0.0311808 | val_loss: 0.0311804 | Time: 4780.29 ms [2021-01-26 09:10:06 main:574] : INFO : Epoch 1943 | loss: 0.0311806 | val_loss: 0.0311791 | Time: 4798.65 ms [2021-01-26 09:10:11 main:574] : INFO : Epoch 1944 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 4792.47 ms [2021-01-26 09:10:16 main:574] : INFO : Epoch 1945 | loss: 0.0311778 | val_loss: 0.0311783 | Time: 4787.75 ms [2021-01-26 09:10:21 main:574] : INFO : Epoch 1946 | loss: 0.0311773 | val_loss: 0.0311774 | Time: 4828.65 ms [2021-01-26 09:10:26 main:574] : INFO : Epoch 1947 | loss: 0.0311827 | val_loss: 0.0311785 | Time: 4800.63 ms [2021-01-26 09:10:31 main:574] : INFO : Epoch 1948 | loss: 0.0311801 | val_loss: 0.0311812 | Time: 4784.79 ms [2021-01-26 09:10:35 main:574] : INFO : Epoch 1949 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 4783.36 ms [2021-01-26 09:10:40 main:574] : INFO : Epoch 1950 | loss: 0.0311789 | val_loss: 0.0311789 | Time: 4752.4 ms [2021-01-26 09:10:45 main:574] : INFO : Epoch 1951 | loss: 0.031178 | val_loss: 0.0311808 | Time: 4802.23 ms [2021-01-26 09:10:50 main:574] : INFO : Epoch 1952 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 4787.22 ms [2021-01-26 09:10:54 main:574] : INFO : Epoch 1953 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 4747.36 ms [2021-01-26 09:10:59 main:574] : INFO : Epoch 1954 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 4794.95 ms [2021-01-26 09:11:04 main:574] : INFO : Epoch 1955 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 4826.09 ms [2021-01-26 09:11:09 main:574] : INFO : Epoch 1956 | loss: 0.0311757 | val_loss: 0.0311804 | Time: 4788.69 ms [2021-01-26 09:11:14 main:574] : INFO : Epoch 1957 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 4768.09 ms [2021-01-26 09:11:18 main:574] : INFO : Epoch 1958 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 4776.62 ms [2021-01-26 09:11:23 main:574] : INFO : Epoch 1959 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 4778.19 ms [2021-01-26 09:11:28 main:574] : INFO : Epoch 1960 | loss: 0.031176 | val_loss: 0.0311786 | Time: 4783.87 ms [2021-01-26 09:11:33 main:574] : INFO : Epoch 1961 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 4800.04 ms [2021-01-26 09:11:38 main:574] : INFO : Epoch 1962 | loss: 0.031175 | val_loss: 0.031183 | Time: 4796.34 ms [2021-01-26 09:11:42 main:574] : INFO : Epoch 1963 | loss: 0.0311758 | val_loss: 0.0311776 | Time: 4768.59 ms [2021-01-26 09:11:47 main:574] : INFO : Epoch 1964 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 4755.78 ms [2021-01-26 09:11:52 main:574] : INFO : Epoch 1965 | loss: 0.031174 | val_loss: 0.0311788 | Time: 4791.96 ms [2021-01-26 09:11:57 main:574] : INFO : Epoch 1966 | loss: 0.0311742 | val_loss: 0.0311777 | Time: 4797.03 ms [2021-01-26 09:12:02 main:574] : INFO : Epoch 1967 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 4782.64 ms [2021-01-26 09:12:06 main:574] : INFO : Epoch 1968 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 4779.73 ms [2021-01-26 09:12:11 main:574] : INFO : Epoch 1969 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 4825.07 ms [2021-01-26 09:12:16 main:574] : INFO : Epoch 1970 | loss: 0.0311753 | val_loss: 0.0311807 | Time: 4795.05 ms [2021-01-26 09:12:21 main:574] : INFO : Epoch 1971 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 4806.57 ms [2021-01-26 09:12:26 main:574] : INFO : Epoch 1972 | loss: 0.0311743 | val_loss: 0.0311796 | Time: 4797.75 ms [2021-01-26 09:12:31 main:574] : INFO : Epoch 1973 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 4800.06 ms [2021-01-26 09:12:35 main:574] : INFO : Epoch 1974 | loss: 0.0311736 | val_loss: 0.031177 | Time: 4812.56 ms [2021-01-26 09:12:40 main:574] : INFO : Epoch 1975 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 4797.39 ms [2021-01-26 09:12:45 main:574] : INFO : Epoch 1976 | loss: 0.0311734 | val_loss: 0.0311797 | Time: 4786.28 ms [2021-01-26 09:12:50 main:574] : INFO : Epoch 1977 | loss: 0.0311736 | val_loss: 0.0311777 | Time: 4821.58 ms [2021-01-26 09:12:55 main:574] : INFO : Epoch 1978 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 4759.76 ms [2021-01-26 09:12:59 main:574] : INFO : Epoch 1979 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 4801.27 ms [2021-01-26 09:13:04 main:574] : INFO : Epoch 1980 | loss: 0.0311728 | val_loss: 0.0311782 | Time: 4800.78 ms [2021-01-26 09:13:09 main:574] : INFO : Epoch 1981 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 4810.47 ms [2021-01-26 09:13:14 main:574] : INFO : Epoch 1982 | loss: 0.031173 | val_loss: 0.0311778 | Time: 4788.21 ms [2021-01-26 09:13:19 main:574] : INFO : Epoch 1983 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 4800.76 ms [2021-01-26 09:13:23 main:574] : INFO : Epoch 1984 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 4766.83 ms [2021-01-26 09:13:28 main:574] : INFO : Epoch 1985 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 4823.87 ms [2021-01-26 09:13:33 main:574] : INFO : Epoch 1986 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 4800.56 ms [2021-01-26 09:13:38 main:574] : INFO : Epoch 1987 | loss: 0.0311724 | val_loss: 0.0311782 | Time: 4804.07 ms [2021-01-26 09:13:43 main:574] : INFO : Epoch 1988 | loss: 0.0311734 | val_loss: 0.0311786 | Time: 4782.6 ms [2021-01-26 09:13:48 main:574] : INFO : Epoch 1989 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 4764.78 ms [2021-01-26 09:13:52 main:574] : INFO : Epoch 1990 | loss: 0.0311719 | val_loss: 0.0311765 | Time: 4778.2 ms [2021-01-26 09:13:57 main:574] : INFO : Epoch 1991 | loss: 0.0311709 | val_loss: 0.0311811 | Time: 4822.43 ms [2021-01-26 09:14:02 main:574] : INFO : Epoch 1992 | loss: 0.031171 | val_loss: 0.0311771 | Time: 4827.21 ms [2021-01-26 09:14:07 main:574] : INFO : Epoch 1993 | loss: 0.0311709 | val_loss: 0.031182 | Time: 4807.77 ms [2021-01-26 09:14:12 main:574] : INFO : Epoch 1994 | loss: 0.0311775 | val_loss: 0.0311874 | Time: 4810.28 ms [2021-01-26 09:14:16 main:574] : INFO : Epoch 1995 | loss: 0.0312026 | val_loss: 0.0312335 | Time: 4821.34 ms [2021-01-26 09:14:21 main:574] : INFO : Epoch 1996 | loss: 0.0332457 | val_loss: 0.0318024 | Time: 4793.56 ms [2021-01-26 09:14:26 main:574] : INFO : Epoch 1997 | loss: 0.0732793 | val_loss: 0.0505468 | Time: 4778.09 ms [2021-01-26 09:14:31 main:574] : INFO : Epoch 1998 | loss: 0.0387421 | val_loss: 0.0359073 | Time: 4794.46 ms [2021-01-26 09:14:36 main:574] : INFO : Epoch 1999 | loss: 0.03271 | val_loss: 0.0319834 | Time: 4785.46 ms [2021-01-26 09:14:41 main:574] : INFO : Epoch 2000 | loss: 0.0315565 | val_loss: 0.0314092 | Time: 4812.12 ms [2021-01-26 09:14:45 main:574] : INFO : Epoch 2001 | loss: 0.0313271 | val_loss: 0.031274 | Time: 4779.89 ms [2021-01-26 09:14:50 main:574] : INFO : Epoch 2002 | loss: 0.0312667 | val_loss: 0.0312518 | Time: 4829.88 ms [2021-01-26 09:14:55 main:574] : INFO : Epoch 2003 | loss: 0.0312464 | val_loss: 0.0312367 | Time: 4807.74 ms [2021-01-26 09:15:00 main:574] : INFO : Epoch 2004 | loss: 0.0312365 | val_loss: 0.0312297 | Time: 4767.49 ms [2021-01-26 09:15:05 main:574] : INFO : Epoch 2005 | loss: 0.0312308 | val_loss: 0.031225 | Time: 4777.31 ms [2021-01-26 09:15:09 main:574] : INFO : Epoch 2006 | loss: 0.0312264 | val_loss: 0.0312211 | Time: 4765.68 ms [2021-01-26 09:15:14 main:574] : INFO : Epoch 2007 | loss: 0.0312231 | val_loss: 0.0312182 | Time: 4793.4 ms [2021-01-26 09:15:19 main:574] : INFO : Epoch 2008 | loss: 0.0312205 | val_loss: 0.0312159 | Time: 4824.99 ms [2021-01-26 09:15:24 main:574] : INFO : Epoch 2009 | loss: 0.0312184 | val_loss: 0.031214 | Time: 4826.84 ms [2021-01-26 09:15:29 main:574] : INFO : Epoch 2010 | loss: 0.0312166 | val_loss: 0.0312124 | Time: 4791.6 ms [2021-01-26 09:15:33 main:574] : INFO : Epoch 2011 | loss: 0.0312154 | val_loss: 0.0312106 | Time: 4818.02 ms [2021-01-26 09:15:38 main:574] : INFO : Epoch 2012 | loss: 0.031214 | val_loss: 0.0312091 | Time: 4758.47 ms [2021-01-26 09:15:43 main:574] : INFO : Epoch 2013 | loss: 0.0312127 | val_loss: 0.0312076 | Time: 4765.42 ms [2021-01-26 09:15:48 main:574] : INFO : Epoch 2014 | loss: 0.0312118 | val_loss: 0.0312066 | Time: 4774.09 ms [2021-01-26 09:15:53 main:574] : INFO : Epoch 2015 | loss: 0.0312113 | val_loss: 0.0312064 | Time: 4807.14 ms [2021-01-26 09:15:57 main:574] : INFO : Epoch 2016 | loss: 0.0312099 | val_loss: 0.0312047 | Time: 4792.09 ms [2021-01-26 09:16:02 main:574] : INFO : Epoch 2017 | loss: 0.031209 | val_loss: 0.0312042 | Time: 4778.02 ms [2021-01-26 09:16:07 main:574] : INFO : Epoch 2018 | loss: 0.0312086 | val_loss: 0.0312039 | Time: 4783.98 ms [2021-01-26 09:16:12 main:574] : INFO : Epoch 2019 | loss: 0.0312081 | val_loss: 0.0312033 | Time: 4819.14 ms [2021-01-26 09:16:17 main:574] : INFO : Epoch 2020 | loss: 0.0312078 | val_loss: 0.0312032 | Time: 4813.94 ms [2021-01-26 09:16:22 main:574] : INFO : Epoch 2021 | loss: 0.0312074 | val_loss: 0.031203 | Time: 4790.96 ms [2021-01-26 09:16:26 main:574] : INFO : Epoch 2022 | loss: 0.0312072 | val_loss: 0.0312028 | Time: 4787.3 ms [2021-01-26 09:16:31 main:574] : INFO : Epoch 2023 | loss: 0.0312075 | val_loss: 0.0312032 | Time: 4786.77 ms [2021-01-26 09:16:36 main:574] : INFO : Epoch 2024 | loss: 0.0312069 | val_loss: 0.0312028 | Time: 4796.15 ms [2021-01-26 09:16:41 main:574] : INFO : Epoch 2025 | loss: 0.0312067 | val_loss: 0.0312021 | Time: 4820.46 ms [2021-01-26 09:16:46 main:574] : INFO : Epoch 2026 | loss: 0.0312064 | val_loss: 0.031202 | Time: 4789.06 ms [2021-01-26 09:16:50 main:574] : INFO : Epoch 2027 | loss: 0.0312063 | val_loss: 0.0312019 | Time: 4787.45 ms [2021-01-26 09:16:55 main:574] : INFO : Epoch 2028 | loss: 0.0312062 | val_loss: 0.0312019 | Time: 4780.23 ms [2021-01-26 09:17:00 main:574] : INFO : Epoch 2029 | loss: 0.0312061 | val_loss: 0.0312017 | Time: 4798.58 ms [2021-01-26 09:17:05 main:574] : INFO : Epoch 2030 | loss: 0.0312061 | val_loss: 0.0312019 | Time: 4804.08 ms [2021-01-26 09:17:10 main:574] : INFO : Epoch 2031 | loss: 0.0312061 | val_loss: 0.0312017 | Time: 4774.86 ms [2021-01-26 09:17:14 main:574] : INFO : Epoch 2032 | loss: 0.0312061 | val_loss: 0.0312015 | Time: 4760.54 ms [2021-01-26 09:17:19 main:574] : INFO : Epoch 2033 | loss: 0.0312063 | val_loss: 0.0312015 | Time: 4797.01 ms [2021-01-26 09:17:24 main:574] : INFO : Epoch 2034 | loss: 0.0312063 | val_loss: 0.0312016 | Time: 4836.2 ms [2021-01-26 09:17:29 main:574] : INFO : Epoch 2035 | loss: 0.0312058 | val_loss: 0.0312014 | Time: 4783.42 ms [2021-01-26 09:17:34 main:574] : INFO : Epoch 2036 | loss: 0.0312057 | val_loss: 0.0312013 | Time: 4779.64 ms [2021-01-26 09:17:38 main:574] : INFO : Epoch 2037 | loss: 0.0312058 | val_loss: 0.0312015 | Time: 4814.81 ms [2021-01-26 09:17:43 main:574] : INFO : Epoch 2038 | loss: 0.031206 | val_loss: 0.0312015 | Time: 4793.25 ms [2021-01-26 09:17:48 main:574] : INFO : Epoch 2039 | loss: 0.0312056 | val_loss: 0.0312012 | Time: 4770.07 ms [2021-01-26 09:17:53 main:574] : INFO : Epoch 2040 | loss: 0.0312055 | val_loss: 0.0312012 | Time: 4745.85 ms [2021-01-26 09:17:58 main:574] : INFO : Epoch 2041 | loss: 0.0312055 | val_loss: 0.031201 | Time: 4804.51 ms [2021-01-26 09:18:02 main:574] : INFO : Epoch 2042 | loss: 0.0312054 | val_loss: 0.0312013 | Time: 4823.14 ms [2021-01-26 09:18:07 main:574] : INFO : Epoch 2043 | loss: 0.0312055 | val_loss: 0.0312011 | Time: 4819.52 ms [2021-01-26 09:18:12 main:574] : INFO : Epoch 2044 | loss: 0.0312055 | val_loss: 0.0312012 | Time: 4805.88 ms [2021-01-26 09:18:17 main:574] : INFO : Epoch 2045 | loss: 0.0312056 | val_loss: 0.0312009 | Time: 4772.09 ms [2021-01-26 09:18:22 main:574] : INFO : Epoch 2046 | loss: 0.0312059 | val_loss: 0.0312015 | Time: 4744.47 ms [2021-01-26 09:18:26 main:574] : INFO : Epoch 2047 | loss: 0.0312057 | val_loss: 0.031201 | Time: 4789.04 ms [2021-01-26 09:18:31 main:574] : INFO : Epoch 2048 | loss: 0.0312053 | val_loss: 0.0312011 | Time: 4824.07 ms [2021-01-26 09:18:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312011 [2021-01-26 09:18:31 main:603] : INFO : Saving end state to config to file [2021-01-26 09:18:31 main:608] : INFO : Success, exiting.. 09:18:31 (11804): 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)