Task 6658068
| Name | ParityMachine-1627981856-5795-2_0 |
| Workunit | 4406010 |
| Created | 16 Aug 2021, 0:42:33 UTC |
| Sent | 20 Aug 2021, 23:42:10 UTC |
| Report deadline | 27 Aug 2021, 23:42:10 UTC |
| Received | 21 Aug 2021, 11:32:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 22 min 32 sec |
| CPU time | 2 hours 19 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1-08-21 12:56:59 main:574] : INFO : Epoch 1542 | loss: 0.0311973 | val_loss: 0.0312018 | Time: 4164.27 ms [2021-08-21 12:57:03 main:574] : INFO : Epoch 1543 | loss: 0.0311999 | val_loss: 0.0311989 | Time: 4032.61 ms [2021-08-21 12:57:07 main:574] : INFO : Epoch 1544 | loss: 0.031199 | val_loss: 0.0312006 | Time: 4060.98 ms [2021-08-21 12:57:11 main:574] : INFO : Epoch 1545 | loss: 0.0312012 | val_loss: 0.0312007 | Time: 4060.77 ms [2021-08-21 12:57:15 main:574] : INFO : Epoch 1546 | loss: 0.0312033 | val_loss: 0.0311994 | Time: 4078.73 ms [2021-08-21 12:57:19 main:574] : INFO : Epoch 1547 | loss: 0.0311987 | val_loss: 0.0312024 | Time: 4094.12 ms [2021-08-21 12:57:23 main:574] : INFO : Epoch 1548 | loss: 0.0312003 | val_loss: 0.0311988 | Time: 4159.62 ms [2021-08-21 12:57:28 main:574] : INFO : Epoch 1549 | loss: 0.0311979 | val_loss: 0.0312071 | Time: 4121.86 ms [2021-08-21 12:57:32 main:574] : INFO : Epoch 1550 | loss: 0.031202 | val_loss: 0.0312019 | Time: 4468.7 ms [2021-08-21 12:57:36 main:574] : INFO : Epoch 1551 | loss: 0.0312009 | val_loss: 0.0311987 | Time: 4167.48 ms [2021-08-21 12:57:40 main:574] : INFO : Epoch 1552 | loss: 0.0312056 | val_loss: 0.0311994 | Time: 4097.61 ms [2021-08-21 12:57:44 main:574] : INFO : Epoch 1553 | loss: 0.031204 | val_loss: 0.0312004 | Time: 4132.1 ms [2021-08-21 12:57:49 main:574] : INFO : Epoch 1554 | loss: 0.0311981 | val_loss: 0.0311987 | Time: 4084.93 ms [2021-08-21 12:57:53 main:574] : INFO : Epoch 1555 | loss: 0.0311989 | val_loss: 0.0312041 | Time: 4196.9 ms [2021-08-21 12:57:57 main:574] : INFO : Epoch 1556 | loss: 0.031204 | val_loss: 0.0312035 | Time: 4152.9 ms [2021-08-21 12:58:01 main:574] : INFO : Epoch 1557 | loss: 0.0312009 | val_loss: 0.0311986 | Time: 4174.24 ms [2021-08-21 12:58:05 main:574] : INFO : Epoch 1558 | loss: 0.0311976 | val_loss: 0.0311983 | Time: 4066.87 ms [2021-08-21 12:58:09 main:574] : INFO : Epoch 1559 | loss: 0.0311964 | val_loss: 0.0311984 | Time: 4023.92 ms [2021-08-21 12:58:13 main:574] : INFO : Epoch 1560 | loss: 0.031197 | val_loss: 0.0311984 | Time: 4042.94 ms [2021-08-21 12:58:17 main:574] : INFO : Epoch 1561 | loss: 0.0311979 | val_loss: 0.031207 | Time: 4036.98 ms [2021-08-21 12:58:21 main:574] : INFO : Epoch 1562 | loss: 0.0311998 | val_loss: 0.0312098 | Time: 4056.77 ms [2021-08-21 12:58:26 main:574] : INFO : Epoch 1563 | loss: 0.0312032 | val_loss: 0.0312 | Time: 3996.26 ms [2021-08-21 12:58:30 main:574] : INFO : Epoch 1564 | loss: 0.0311969 | val_loss: 0.0311974 | Time: 4216.54 ms [2021-08-21 12:58:34 main:574] : INFO : Epoch 1565 | loss: 0.0311967 | val_loss: 0.0312027 | Time: 4087.4 ms [2021-08-21 12:58:38 main:574] : INFO : Epoch 1566 | loss: 0.0311968 | val_loss: 0.0312063 | Time: 4094.8 ms [2021-08-21 12:58:42 main:574] : INFO : Epoch 1567 | loss: 0.0311994 | val_loss: 0.0312033 | Time: 4028.7 ms [2021-08-21 12:58:46 main:574] : INFO : Epoch 1568 | loss: 0.0311999 | val_loss: 0.0311974 | Time: 4091.89 ms [2021-08-21 12:58:50 main:574] : INFO : Epoch 1569 | loss: 0.0311983 | val_loss: 0.0312022 | Time: 4134.06 ms [2021-08-21 12:58:54 main:574] : INFO : Epoch 1570 | loss: 0.031196 | val_loss: 0.0311987 | Time: 4041.93 ms [2021-08-21 12:58:58 main:574] : INFO : Epoch 1571 | loss: 0.0311967 | val_loss: 0.0312001 | Time: 4077.99 ms [2021-08-21 12:59:03 main:574] : INFO : Epoch 1572 | loss: 0.0311956 | val_loss: 0.0311969 | Time: 4034.4 ms [2021-08-21 12:59:07 main:574] : INFO : Epoch 1573 | loss: 0.0311948 | val_loss: 0.0311978 | Time: 4153.67 ms [2021-08-21 12:59:11 main:574] : INFO : Epoch 1574 | loss: 0.0311953 | val_loss: 0.0311968 | Time: 4117.68 ms [2021-08-21 12:59:15 main:574] : INFO : Epoch 1575 | loss: 0.031194 | val_loss: 0.0311961 | Time: 4062.6 ms [2021-08-21 12:59:19 main:574] : INFO : Epoch 1576 | loss: 0.0311974 | val_loss: 0.0312025 | Time: 4065.52 ms [2021-08-21 12:59:23 main:574] : INFO : Epoch 1577 | loss: 0.0311964 | val_loss: 0.0311975 | Time: 4153 ms [2021-08-21 12:59:27 main:574] : INFO : Epoch 1578 | loss: 0.0311951 | val_loss: 0.031196 | Time: 4154.52 ms [2021-08-21 12:59:31 main:574] : INFO : Epoch 1579 | loss: 0.0311943 | val_loss: 0.031196 | Time: 4119.83 ms [2021-08-21 12:59:36 main:574] : INFO : Epoch 1580 | loss: 0.0311979 | val_loss: 0.0311983 | Time: 4117.45 ms [2021-08-21 12:59:40 main:574] : INFO : Epoch 1581 | loss: 0.0311962 | val_loss: 0.0311983 | Time: 4041 ms [2021-08-21 12:59:44 main:574] : INFO : Epoch 1582 | loss: 0.031194 | val_loss: 0.0311957 | Time: 4130.36 ms [2021-08-21 12:59:48 main:574] : INFO : Epoch 1583 | loss: 0.0311939 | val_loss: 0.0311977 | Time: 4118.23 ms [2021-08-21 12:59:52 main:574] : INFO : Epoch 1584 | loss: 0.0311949 | val_loss: 0.0312005 | Time: 4131.04 ms [2021-08-21 12:59:56 main:574] : INFO : Epoch 1585 | loss: 0.0311941 | val_loss: 0.0311982 | Time: 4155.72 ms [2021-08-21 13:00:00 main:574] : INFO : Epoch 1586 | loss: 0.0311943 | val_loss: 0.0311977 | Time: 4155.55 ms [2021-08-21 13:00:05 main:574] : INFO : Epoch 1587 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 4086.82 ms [2021-08-21 13:00:09 main:574] : INFO : Epoch 1588 | loss: 0.0311942 | val_loss: 0.0311971 | Time: 4060.14 ms [2021-08-21 13:00:13 main:574] : INFO : Epoch 1589 | loss: 0.0311965 | val_loss: 0.0311952 | Time: 4089.79 ms [2021-08-21 13:00:17 main:574] : INFO : Epoch 1590 | loss: 0.0311939 | val_loss: 0.0311947 | Time: 4056.78 ms [2021-08-21 13:00:21 main:574] : INFO : Epoch 1591 | loss: 0.0311917 | val_loss: 0.0311936 | Time: 4075.82 ms [2021-08-21 13:00:25 main:574] : INFO : Epoch 1592 | loss: 0.031192 | val_loss: 0.0311931 | Time: 4069.23 ms [2021-08-21 13:00:29 main:574] : INFO : Epoch 1593 | loss: 0.0311935 | val_loss: 0.0311974 | Time: 4118.74 ms [2021-08-21 13:00:33 main:574] : INFO : Epoch 1594 | loss: 0.0311989 | val_loss: 0.0312005 | Time: 4048.45 ms [2021-08-21 13:00:37 main:574] : INFO : Epoch 1595 | loss: 0.0311964 | val_loss: 0.0311955 | Time: 4064.7 ms [2021-08-21 13:00:42 main:574] : INFO : Epoch 1596 | loss: 0.0311961 | val_loss: 0.0312093 | Time: 4125.58 ms [2021-08-21 13:00:46 main:574] : INFO : Epoch 1597 | loss: 0.0312039 | val_loss: 0.0312012 | Time: 4132.73 ms [2021-08-21 13:00:50 main:574] : INFO : Epoch 1598 | loss: 0.0311953 | val_loss: 0.0311976 | Time: 4055.18 ms [2021-08-21 13:00:54 main:574] : INFO : Epoch 1599 | loss: 0.0311969 | val_loss: 0.0311989 | Time: 4121.48 ms [2021-08-21 13:00:58 main:574] : INFO : Epoch 1600 | loss: 0.0311988 | val_loss: 0.0312022 | Time: 4091.64 ms [2021-08-21 13:01:02 main:574] : INFO : Epoch 1601 | loss: 0.0311976 | val_loss: 0.0311949 | Time: 4081.16 ms [2021-08-21 13:01:06 main:574] : INFO : Epoch 1602 | loss: 0.0311953 | val_loss: 0.0311966 | Time: 4088.12 ms [2021-08-21 13:01:10 main:574] : INFO : Epoch 1603 | loss: 0.0311944 | val_loss: 0.0311976 | Time: 4057.73 ms [2021-08-21 13:01:15 main:574] : INFO : Epoch 1604 | loss: 0.0311959 | val_loss: 0.0311968 | Time: 4568.88 ms [2021-08-21 13:01:19 main:574] : INFO : Epoch 1605 | loss: 0.0311962 | val_loss: 0.0311946 | Time: 4135.33 ms [2021-08-21 13:01:23 main:574] : INFO : Epoch 1606 | loss: 0.0311938 | val_loss: 0.0311937 | Time: 4150.3 ms [2021-08-21 13:01:27 main:574] : INFO : Epoch 1607 | loss: 0.0311956 | val_loss: 0.0311935 | Time: 4133.34 ms [2021-08-21 13:01:31 main:574] : INFO : Epoch 1608 | loss: 0.031192 | val_loss: 0.031194 | Time: 4003.79 ms [2021-08-21 13:01:36 main:574] : INFO : Epoch 1609 | loss: 0.0311935 | val_loss: 0.0311984 | Time: 4214.31 ms [2021-08-21 13:01:40 main:574] : INFO : Epoch 1610 | loss: 0.0311939 | val_loss: 0.0311932 | Time: 4144.57 ms [2021-08-21 13:01:44 main:574] : INFO : Epoch 1611 | loss: 0.0311924 | val_loss: 0.0311943 | Time: 4072.59 ms [2021-08-21 13:01:48 main:574] : INFO : Epoch 1612 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 4036.86 ms [2021-08-21 13:01:52 main:574] : INFO : Epoch 1613 | loss: 0.0311915 | val_loss: 0.0311929 | Time: 4061.7 ms [2021-08-21 13:01:56 main:574] : INFO : Epoch 1614 | loss: 0.0311918 | val_loss: 0.0311926 | Time: 4150 ms [2021-08-21 13:02:00 main:574] : INFO : Epoch 1615 | loss: 0.031195 | val_loss: 0.0312078 | Time: 4313.81 ms [2021-08-21 13:02:05 main:574] : INFO : Epoch 1616 | loss: 0.0311958 | val_loss: 0.0311932 | Time: 4226.22 ms [2021-08-21 13:02:09 main:574] : INFO : Epoch 1617 | loss: 0.0311953 | val_loss: 0.0311923 | Time: 3986.76 ms [2021-08-21 13:02:13 main:574] : INFO : Epoch 1618 | loss: 0.0311968 | val_loss: 0.0311953 | Time: 4296.4 ms [2021-08-21 13:02:17 main:574] : INFO : Epoch 1619 | loss: 0.0311923 | val_loss: 0.0311916 | Time: 4144.57 ms [2021-08-21 13:02:21 main:574] : INFO : Epoch 1620 | loss: 0.0311911 | val_loss: 0.0311916 | Time: 4174.48 ms [2021-08-21 13:02:26 main:574] : INFO : Epoch 1621 | loss: 0.0311919 | val_loss: 0.0311945 | Time: 4091.76 ms [2021-08-21 13:02:30 main:574] : INFO : Epoch 1622 | loss: 0.0311916 | val_loss: 0.0311928 | Time: 4079.33 ms [2021-08-21 13:02:34 main:574] : INFO : Epoch 1623 | loss: 0.0311911 | val_loss: 0.0311912 | Time: 4262.43 ms [2021-08-21 13:02:38 main:574] : INFO : Epoch 1624 | loss: 0.0311907 | val_loss: 0.0311918 | Time: 4105.56 ms [2021-08-21 13:02:42 main:574] : INFO : Epoch 1625 | loss: 0.0311897 | val_loss: 0.0311917 | Time: 4042.75 ms [2021-08-21 13:02:46 main:574] : INFO : Epoch 1626 | loss: 0.0311903 | val_loss: 0.0311913 | Time: 4129.73 ms [2021-08-21 13:02:50 main:574] : INFO : Epoch 1627 | loss: 0.0311905 | val_loss: 0.0311919 | Time: 4160.23 ms [2021-08-21 13:02:54 main:574] : INFO : Epoch 1628 | loss: 0.0311909 | val_loss: 0.0311921 | Time: 4042.86 ms [2021-08-21 13:02:59 main:574] : INFO : Epoch 1629 | loss: 0.0311906 | val_loss: 0.0312044 | Time: 4074.8 ms [2021-08-21 13:03:03 main:574] : INFO : Epoch 1630 | loss: 0.0311952 | val_loss: 0.0311909 | Time: 4283.88 ms [2021-08-21 13:03:07 main:574] : INFO : Epoch 1631 | loss: 0.0311931 | val_loss: 0.0311953 | Time: 4097.84 ms [2021-08-21 13:03:11 main:574] : INFO : Epoch 1632 | loss: 0.0311904 | val_loss: 0.0311913 | Time: 4205.51 ms [2021-08-21 13:03:15 main:574] : INFO : Epoch 1633 | loss: 0.0311896 | val_loss: 0.0311911 | Time: 4037.96 ms [2021-08-21 13:03:19 main:574] : INFO : Epoch 1634 | loss: 0.0311894 | val_loss: 0.0311909 | Time: 4040.82 ms [2021-08-21 13:03:23 main:574] : INFO : Epoch 1635 | loss: 0.0311899 | val_loss: 0.0311905 | Time: 4038.86 ms [2021-08-21 13:03:28 main:574] : INFO : Epoch 1636 | loss: 0.0311899 | val_loss: 0.031192 | Time: 4267.43 ms [2021-08-21 13:03:32 main:574] : INFO : Epoch 1637 | loss: 0.0311891 | val_loss: 0.0311939 | Time: 4407.84 ms [2021-08-21 13:03:36 main:574] : INFO : Epoch 1638 | loss: 0.03119 | val_loss: 0.0311905 | Time: 4100.97 ms [2021-08-21 13:03:40 main:574] : INFO : Epoch 1639 | loss: 0.0311893 | val_loss: 0.0311936 | Time: 4041.29 ms [2021-08-21 13:03:44 main:574] : INFO : Epoch 1640 | loss: 0.0311887 | val_loss: 0.0311894 | Time: 4070.73 ms [2021-08-21 13:03:49 main:574] : INFO : Epoch 1641 | loss: 0.0311881 | val_loss: 0.0311889 | Time: 4245.92 ms [2021-08-21 13:03:53 main:574] : INFO : Epoch 1642 | loss: 0.0311894 | val_loss: 0.0311919 | Time: 4067.14 ms [2021-08-21 13:03:57 main:574] : INFO : Epoch 1643 | loss: 0.0311885 | val_loss: 0.0311883 | Time: 4149.27 ms [2021-08-21 13:04:01 main:574] : INFO : Epoch 1644 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 4146.49 ms [2021-08-21 13:04:05 main:574] : INFO : Epoch 1645 | loss: 0.031187 | val_loss: 0.0311873 | Time: 4188.54 ms [2021-08-21 13:04:09 main:574] : INFO : Epoch 1646 | loss: 0.0311874 | val_loss: 0.0311877 | Time: 4195.16 ms [2021-08-21 13:04:14 main:574] : INFO : Epoch 1647 | loss: 0.0311898 | val_loss: 0.0311901 | Time: 4095.7 ms [2021-08-21 13:04:18 main:574] : INFO : Epoch 1648 | loss: 0.0311863 | val_loss: 0.0311871 | Time: 4140.47 ms [2021-08-21 13:04:22 main:574] : INFO : Epoch 1649 | loss: 0.0311853 | val_loss: 0.0311879 | Time: 4239.21 ms [2021-08-21 13:04:26 main:574] : INFO : Epoch 1650 | loss: 0.03119 | val_loss: 0.0312003 | Time: 4209.12 ms [2021-08-21 13:04:30 main:574] : INFO : Epoch 1651 | loss: 0.0311905 | val_loss: 0.0311887 | Time: 4071.04 ms [2021-08-21 13:04:35 main:574] : INFO : Epoch 1652 | loss: 0.0311854 | val_loss: 0.0311883 | Time: 4245.43 ms [2021-08-21 13:04:39 main:574] : INFO : Epoch 1653 | loss: 0.0311861 | val_loss: 0.0311898 | Time: 4139.35 ms [2021-08-21 13:04:43 main:574] : INFO : Epoch 1654 | loss: 0.031186 | val_loss: 0.0311872 | Time: 4090.46 ms [2021-08-21 13:04:47 main:574] : INFO : Epoch 1655 | loss: 0.0311855 | val_loss: 0.0311883 | Time: 4109.61 ms [2021-08-21 13:04:51 main:574] : INFO : Epoch 1656 | loss: 0.0311875 | val_loss: 0.0311947 | Time: 4175.45 ms [2021-08-21 13:04:55 main:574] : INFO : Epoch 1657 | loss: 0.031194 | val_loss: 0.031192 | Time: 4100.46 ms [2021-08-21 13:05:00 main:574] : INFO : Epoch 1658 | loss: 0.0311915 | val_loss: 0.0311907 | Time: 4242.44 ms [2021-08-21 13:05:04 main:574] : INFO : Epoch 1659 | loss: 0.0311901 | val_loss: 0.0311898 | Time: 4140.04 ms [2021-08-21 13:05:08 main:574] : INFO : Epoch 1660 | loss: 0.0311912 | val_loss: 0.0311898 | Time: 4210.01 ms [2021-08-21 13:05:12 main:574] : INFO : Epoch 1661 | loss: 0.0311892 | val_loss: 0.0311908 | Time: 4219.49 ms [2021-08-21 13:05:16 main:574] : INFO : Epoch 1662 | loss: 0.0311907 | val_loss: 0.0311894 | Time: 4156.68 ms [2021-08-21 13:05:21 main:574] : INFO : Epoch 1663 | loss: 0.0311895 | val_loss: 0.0311923 | Time: 4382.49 ms [2021-08-21 13:05:25 main:574] : INFO : Epoch 1664 | loss: 0.0311891 | val_loss: 0.0311902 | Time: 4172.47 ms [2021-08-21 13:05:29 main:574] : INFO : Epoch 1665 | loss: 0.0311886 | val_loss: 0.0311915 | Time: 4251.34 ms [2021-08-21 13:05:33 main:574] : INFO : Epoch 1666 | loss: 0.0311909 | val_loss: 0.0311904 | Time: 4114.44 ms [2021-08-21 13:05:38 main:574] : INFO : Epoch 1667 | loss: 0.0311889 | val_loss: 0.0311898 | Time: 4125.22 ms [2021-08-21 13:05:42 main:574] : INFO : Epoch 1668 | loss: 0.0311893 | val_loss: 0.0311911 | Time: 4172.6 ms [2021-08-21 13:05:46 main:574] : INFO : Epoch 1669 | loss: 0.0311888 | val_loss: 0.0311891 | Time: 4084.23 ms [2021-08-21 13:05:50 main:574] : INFO : Epoch 1670 | loss: 0.0311889 | val_loss: 0.0311942 | Time: 4110.35 ms [2021-08-21 13:05:54 main:574] : INFO : Epoch 1671 | loss: 0.0311884 | val_loss: 0.0311888 | Time: 4071.22 ms [2021-08-21 13:05:58 main:574] : INFO : Epoch 1672 | loss: 0.0311883 | val_loss: 0.0311884 | Time: 4183.38 ms [2021-08-21 13:06:02 main:574] : INFO : Epoch 1673 | loss: 0.0311887 | val_loss: 0.0311893 | Time: 4131.87 ms [2021-08-21 13:06:07 main:574] : INFO : Epoch 1674 | loss: 0.0311893 | val_loss: 0.0311923 | Time: 4151.93 ms [2021-08-21 13:06:11 main:574] : INFO : Epoch 1675 | loss: 0.031189 | val_loss: 0.0311894 | Time: 4053.26 ms [2021-08-21 13:06:16 main:574] : INFO : Epoch 1676 | loss: 0.0311896 | val_loss: 0.0311944 | Time: 4822.5 ms [2021-08-21 13:06:20 main:574] : INFO : Epoch 1677 | loss: 0.0311879 | val_loss: 0.0311925 | Time: 4148.21 ms [2021-08-21 13:06:24 main:574] : INFO : Epoch 1678 | loss: 0.0311887 | val_loss: 0.0311882 | Time: 4093.46 ms [2021-08-21 13:06:28 main:574] : INFO : Epoch 1679 | loss: 0.0311877 | val_loss: 0.0311889 | Time: 4078.17 ms [2021-08-21 13:06:32 main:574] : INFO : Epoch 1680 | loss: 0.0311873 | val_loss: 0.0311913 | Time: 4146.69 ms [2021-08-21 13:06:36 main:574] : INFO : Epoch 1681 | loss: 0.0311889 | val_loss: 0.0311883 | Time: 4038.86 ms [2021-08-21 13:06:40 main:574] : INFO : Epoch 1682 | loss: 0.0311884 | val_loss: 0.0311878 | Time: 4113.18 ms [2021-08-21 13:06:44 main:574] : INFO : Epoch 1683 | loss: 0.031189 | val_loss: 0.0311992 | Time: 4102.07 ms [2021-08-21 13:06:49 main:574] : INFO : Epoch 1684 | loss: 0.0311898 | val_loss: 0.0312012 | Time: 4179.33 ms [2021-08-21 13:06:53 main:574] : INFO : Epoch 1685 | loss: 0.0311888 | val_loss: 0.031189 | Time: 4029.78 ms [2021-08-21 13:06:57 main:574] : INFO : Epoch 1686 | loss: 0.0311885 | val_loss: 0.0311893 | Time: 4075.29 ms [2021-08-21 13:07:01 main:574] : INFO : Epoch 1687 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 4162.65 ms [2021-08-21 13:07:05 main:574] : INFO : Epoch 1688 | loss: 0.0311861 | val_loss: 0.0311865 | Time: 4066.79 ms [2021-08-21 13:07:09 main:574] : INFO : Epoch 1689 | loss: 0.0311867 | val_loss: 0.0311873 | Time: 4063.99 ms [2021-08-21 13:07:14 main:574] : INFO : Epoch 1690 | loss: 0.0311864 | val_loss: 0.0311892 | Time: 4496.8 ms [2021-08-21 13:07:18 main:574] : INFO : Epoch 1691 | loss: 0.0311866 | val_loss: 0.0311869 | Time: 4129.17 ms [2021-08-21 13:07:22 main:574] : INFO : Epoch 1692 | loss: 0.0311863 | val_loss: 0.0311878 | Time: 4136.19 ms [2021-08-21 13:07:26 main:574] : INFO : Epoch 1693 | loss: 0.0311852 | val_loss: 0.0311854 | Time: 4090.14 ms [2021-08-21 13:07:30 main:574] : INFO : Epoch 1694 | loss: 0.0311863 | val_loss: 0.0311858 | Time: 4115.3 ms [2021-08-21 13:07:34 main:574] : INFO : Epoch 1695 | loss: 0.0311862 | val_loss: 0.0311865 | Time: 4156.55 ms [2021-08-21 13:07:38 main:574] : INFO : Epoch 1696 | loss: 0.0311868 | val_loss: 0.0311928 | Time: 4103.41 ms [2021-08-21 13:07:43 main:574] : INFO : Epoch 1697 | loss: 0.0311877 | val_loss: 0.0311864 | Time: 4173.58 ms [2021-08-21 13:07:47 main:574] : INFO : Epoch 1698 | loss: 0.0311849 | val_loss: 0.0311879 | Time: 4152.52 ms [2021-08-21 13:07:51 main:574] : INFO : Epoch 1699 | loss: 0.0311863 | val_loss: 0.031185 | Time: 4119.85 ms [2021-08-21 13:07:55 main:574] : INFO : Epoch 1700 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 4141.82 ms [2021-08-21 13:07:59 main:574] : INFO : Epoch 1701 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 4137.84 ms [2021-08-21 13:08:04 main:574] : INFO : Epoch 1702 | loss: 0.0311837 | val_loss: 0.0311843 | Time: 4218.2 ms [2021-08-21 13:08:08 main:574] : INFO : Epoch 1703 | loss: 0.0311837 | val_loss: 0.0311843 | Time: 4095.97 ms [2021-08-21 13:08:12 main:574] : INFO : Epoch 1704 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 4092.91 ms [2021-08-21 13:08:16 main:574] : INFO : Epoch 1705 | loss: 0.0311847 | val_loss: 0.0311935 | Time: 4085.48 ms [2021-08-21 13:08:20 main:574] : INFO : Epoch 1706 | loss: 0.0311867 | val_loss: 0.0311854 | Time: 4074.95 ms [2021-08-21 13:08:24 main:574] : INFO : Epoch 1707 | loss: 0.0311874 | val_loss: 0.0311833 | Time: 4261.96 ms [2021-08-21 13:08:28 main:574] : INFO : Epoch 1708 | loss: 0.0311827 | val_loss: 0.0311862 | Time: 4024.66 ms [2021-08-21 13:08:32 main:574] : INFO : Epoch 1709 | loss: 0.0311835 | val_loss: 0.0311831 | Time: 4147.22 ms [2021-08-21 13:08:37 main:574] : INFO : Epoch 1710 | loss: 0.0311843 | val_loss: 0.0311841 | Time: 4037.69 ms [2021-08-21 13:08:41 main:574] : INFO : Epoch 1711 | loss: 0.0311824 | val_loss: 0.031185 | Time: 4156.71 ms [2021-08-21 13:08:45 main:574] : INFO : Epoch 1712 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 4088.06 ms [2021-08-21 13:08:49 main:574] : INFO : Epoch 1713 | loss: 0.0311812 | val_loss: 0.031184 | Time: 4077.96 ms [2021-08-21 13:08:53 main:574] : INFO : Epoch 1714 | loss: 0.0311816 | val_loss: 0.0311826 | Time: 4055.89 ms [2021-08-21 13:08:57 main:574] : INFO : Epoch 1715 | loss: 0.0311809 | val_loss: 0.0311824 | Time: 4091.2 ms [2021-08-21 13:09:01 main:574] : INFO : Epoch 1716 | loss: 0.0311838 | val_loss: 0.0311857 | Time: 4169.14 ms [2021-08-21 13:09:05 main:574] : INFO : Epoch 1717 | loss: 0.0311821 | val_loss: 0.0311851 | Time: 4175.51 ms [2021-08-21 13:09:10 main:574] : INFO : Epoch 1718 | loss: 0.0311813 | val_loss: 0.031183 | Time: 4084.57 ms [2021-08-21 13:09:14 main:574] : INFO : Epoch 1719 | loss: 0.0311812 | val_loss: 0.0311816 | Time: 4040.04 ms [2021-08-21 13:09:18 main:574] : INFO : Epoch 1720 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 4093.8 ms [2021-08-21 13:09:22 main:574] : INFO : Epoch 1721 | loss: 0.0311818 | val_loss: 0.0311898 | Time: 4092.3 ms [2021-08-21 13:09:26 main:574] : INFO : Epoch 1722 | loss: 0.0311931 | val_loss: 0.0311922 | Time: 4165.83 ms [2021-08-21 13:09:30 main:574] : INFO : Epoch 1723 | loss: 0.0311923 | val_loss: 0.0311916 | Time: 4158.91 ms [2021-08-21 13:09:34 main:574] : INFO : Epoch 1724 | loss: 0.0311961 | val_loss: 0.0312037 | Time: 4107.97 ms [2021-08-21 13:09:38 main:574] : INFO : Epoch 1725 | loss: 0.0311982 | val_loss: 0.0311995 | Time: 4039.36 ms [2021-08-21 13:09:43 main:574] : INFO : Epoch 1726 | loss: 0.0312002 | val_loss: 0.0312028 | Time: 4072.97 ms [2021-08-21 13:09:47 main:574] : INFO : Epoch 1727 | loss: 0.031207 | val_loss: 0.0312081 | Time: 4151.74 ms [2021-08-21 13:09:51 main:574] : INFO : Epoch 1728 | loss: 0.0312014 | val_loss: 0.0311979 | Time: 4018.68 ms [2021-08-21 13:09:55 main:574] : INFO : Epoch 1729 | loss: 0.0311937 | val_loss: 0.031191 | Time: 4071.86 ms [2021-08-21 13:09:59 main:574] : INFO : Epoch 1730 | loss: 0.0311925 | val_loss: 0.0311908 | Time: 4061.27 ms [2021-08-21 13:10:03 main:574] : INFO : Epoch 1731 | loss: 0.03119 | val_loss: 0.0311907 | Time: 4092.21 ms [2021-08-21 13:10:07 main:574] : INFO : Epoch 1732 | loss: 0.0311894 | val_loss: 0.0311938 | Time: 4078.08 ms [2021-08-21 13:10:11 main:574] : INFO : Epoch 1733 | loss: 0.0311915 | val_loss: 0.0311901 | Time: 4060.89 ms [2021-08-21 13:10:15 main:574] : INFO : Epoch 1734 | loss: 0.0312242 | val_loss: 0.0313587 | Time: 4036.46 ms [2021-08-21 13:10:19 main:574] : INFO : Epoch 1735 | loss: 0.0312519 | val_loss: 0.0312032 | Time: 4051.59 ms [2021-08-21 13:10:23 main:574] : INFO : Epoch 1736 | loss: 0.0312016 | val_loss: 0.0311962 | Time: 4061.14 ms [2021-08-21 13:10:28 main:574] : INFO : Epoch 1737 | loss: 0.0311944 | val_loss: 0.031193 | Time: 4120.56 ms [2021-08-21 13:10:32 main:574] : INFO : Epoch 1738 | loss: 0.0311942 | val_loss: 0.0312038 | Time: 4089.95 ms [2021-08-21 13:10:36 main:574] : INFO : Epoch 1739 | loss: 0.0311974 | val_loss: 0.0311986 | Time: 4072.45 ms [2021-08-21 13:10:40 main:574] : INFO : Epoch 1740 | loss: 0.0311936 | val_loss: 0.0311915 | Time: 4129.89 ms [2021-08-21 13:10:44 main:574] : INFO : Epoch 1741 | loss: 0.0311907 | val_loss: 0.0311912 | Time: 4113.26 ms [2021-08-21 13:10:48 main:574] : INFO : Epoch 1742 | loss: 0.0311898 | val_loss: 0.0311928 | Time: 4083.83 ms [2021-08-21 13:10:52 main:574] : INFO : Epoch 1743 | loss: 0.0311909 | val_loss: 0.0311914 | Time: 4142.54 ms [2021-08-21 13:10:56 main:574] : INFO : Epoch 1744 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 4068.95 ms [2021-08-21 13:11:01 main:574] : INFO : Epoch 1745 | loss: 0.0311954 | val_loss: 0.0312005 | Time: 4122.47 ms [2021-08-21 13:11:05 main:574] : INFO : Epoch 1746 | loss: 0.0311913 | val_loss: 0.0311912 | Time: 4070.91 ms [2021-08-21 13:11:09 main:574] : INFO : Epoch 1747 | loss: 0.0311892 | val_loss: 0.0311903 | Time: 4057.83 ms [2021-08-21 13:11:13 main:574] : INFO : Epoch 1748 | loss: 0.0311888 | val_loss: 0.0311902 | Time: 4125.41 ms [2021-08-21 13:11:17 main:574] : INFO : Epoch 1749 | loss: 0.0311881 | val_loss: 0.0311918 | Time: 4052.99 ms [2021-08-21 13:11:21 main:574] : INFO : Epoch 1750 | loss: 0.03119 | val_loss: 0.031193 | Time: 4073.08 ms [2021-08-21 13:11:25 main:574] : INFO : Epoch 1751 | loss: 0.031189 | val_loss: 0.0311923 | Time: 4034.55 ms [2021-08-21 13:11:29 main:574] : INFO : Epoch 1752 | loss: 0.0311887 | val_loss: 0.0311905 | Time: 4094.58 ms [2021-08-21 13:11:33 main:574] : INFO : Epoch 1753 | loss: 0.0311904 | val_loss: 0.0311906 | Time: 4127.78 ms [2021-08-21 13:11:38 main:574] : INFO : Epoch 1754 | loss: 0.0311917 | val_loss: 0.0311899 | Time: 4191.32 ms [2021-08-21 13:11:42 main:574] : INFO : Epoch 1755 | loss: 0.0311891 | val_loss: 0.0311915 | Time: 4081.07 ms [2021-08-21 13:11:46 main:574] : INFO : Epoch 1756 | loss: 0.0311889 | val_loss: 0.0311918 | Time: 4176.17 ms [2021-08-21 13:11:50 main:574] : INFO : Epoch 1757 | loss: 0.0311898 | val_loss: 0.0311958 | Time: 4085.98 ms [2021-08-21 13:11:54 main:574] : INFO : Epoch 1758 | loss: 0.0311888 | val_loss: 0.0311943 | Time: 4161.07 ms [2021-08-21 13:11:58 main:574] : INFO : Epoch 1759 | loss: 0.0311901 | val_loss: 0.0311905 | Time: 4093.75 ms [2021-08-21 13:12:03 main:574] : INFO : Epoch 1760 | loss: 0.03119 | val_loss: 0.0311899 | Time: 4246.3 ms [2021-08-21 13:12:07 main:574] : INFO : Epoch 1761 | loss: 0.0311886 | val_loss: 0.0311893 | Time: 4077.51 ms [2021-08-21 13:12:11 main:574] : INFO : Epoch 1762 | loss: 0.031189 | val_loss: 0.0311939 | Time: 4006.65 ms [2021-08-21 13:12:15 main:574] : INFO : Epoch 1763 | loss: 0.0311889 | val_loss: 0.0311896 | Time: 3985.03 ms [2021-08-21 13:12:19 main:574] : INFO : Epoch 1764 | loss: 0.0311884 | val_loss: 0.031189 | Time: 4078.92 ms [2021-08-21 13:12:23 main:574] : INFO : Epoch 1765 | loss: 0.0311892 | val_loss: 0.0311941 | Time: 4098.02 ms [2021-08-21 13:12:27 main:574] : INFO : Epoch 1766 | loss: 0.031197 | val_loss: 0.031191 | Time: 4050.02 ms [2021-08-21 13:12:31 main:574] : INFO : Epoch 1767 | loss: 0.0311935 | val_loss: 0.0312006 | Time: 4011.48 ms [2021-08-21 13:12:35 main:574] : INFO : Epoch 1768 | loss: 0.0311913 | val_loss: 0.0311914 | Time: 4195.32 ms [2021-08-21 13:12:39 main:574] : INFO : Epoch 1769 | loss: 0.0311942 | val_loss: 0.0311981 | Time: 4071.6 ms [2021-08-21 13:12:44 main:574] : INFO : Epoch 1770 | loss: 0.031193 | val_loss: 0.0311915 | Time: 4126.53 ms [2021-08-21 13:12:48 main:574] : INFO : Epoch 1771 | loss: 0.0311894 | val_loss: 0.0311906 | Time: 4178.79 ms [2021-08-21 13:12:52 main:574] : INFO : Epoch 1772 | loss: 0.0311885 | val_loss: 0.0311888 | Time: 4183.18 ms [2021-08-21 13:12:56 main:574] : INFO : Epoch 1773 | loss: 0.0311876 | val_loss: 0.0311888 | Time: 4141.15 ms [2021-08-21 13:13:00 main:574] : INFO : Epoch 1774 | loss: 0.0311879 | val_loss: 0.0311883 | Time: 4102.84 ms [2021-08-21 13:13:04 main:574] : INFO : Epoch 1775 | loss: 0.0311874 | val_loss: 0.0311888 | Time: 4093.24 ms [2021-08-21 13:13:08 main:574] : INFO : Epoch 1776 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 4067.58 ms [2021-08-21 13:13:13 main:574] : INFO : Epoch 1777 | loss: 0.0311883 | val_loss: 0.0311964 | Time: 4111.09 ms [2021-08-21 13:13:17 main:574] : INFO : Epoch 1778 | loss: 0.0311899 | val_loss: 0.0311899 | Time: 3976.46 ms [2021-08-21 13:13:21 main:574] : INFO : Epoch 1779 | loss: 0.0311866 | val_loss: 0.0311899 | Time: 4071.24 ms [2021-08-21 13:13:25 main:574] : INFO : Epoch 1780 | loss: 0.0311884 | val_loss: 0.0311928 | Time: 4086.79 ms [2021-08-21 13:13:29 main:574] : INFO : Epoch 1781 | loss: 0.031187 | val_loss: 0.0311905 | Time: 4093.28 ms [2021-08-21 13:13:33 main:574] : INFO : Epoch 1782 | loss: 0.031188 | val_loss: 0.0311894 | Time: 4089.95 ms [2021-08-21 13:13:37 main:574] : INFO : Epoch 1783 | loss: 0.0311876 | val_loss: 0.0311892 | Time: 4216.14 ms [2021-08-21 13:13:41 main:574] : INFO : Epoch 1784 | loss: 0.0311887 | val_loss: 0.0311872 | Time: 4094.99 ms [2021-08-21 13:13:46 main:574] : INFO : Epoch 1785 | loss: 0.0311876 | val_loss: 0.0311913 | Time: 4444 ms [2021-08-21 13:13:50 main:574] : INFO : Epoch 1786 | loss: 0.0311878 | val_loss: 0.0311866 | Time: 4336.53 ms [2021-08-21 13:13:54 main:574] : INFO : Epoch 1787 | loss: 0.0311877 | val_loss: 0.03119 | Time: 4132.02 ms [2021-08-21 13:13:58 main:574] : INFO : Epoch 1788 | loss: 0.0311876 | val_loss: 0.0311886 | Time: 4194.02 ms [2021-08-21 13:14:03 main:574] : INFO : Epoch 1789 | loss: 0.0311884 | val_loss: 0.0311923 | Time: 4096.79 ms [2021-08-21 13:14:07 main:574] : INFO : Epoch 1790 | loss: 0.03119 | val_loss: 0.0311891 | Time: 4065.58 ms [2021-08-21 13:14:11 main:574] : INFO : Epoch 1791 | loss: 0.0311881 | val_loss: 0.0311903 | Time: 4028.13 ms [2021-08-21 13:14:15 main:574] : INFO : Epoch 1792 | loss: 0.0311883 | val_loss: 0.0311887 | Time: 4025.09 ms [2021-08-21 13:14:19 main:574] : INFO : Epoch 1793 | loss: 0.031188 | val_loss: 0.0311953 | Time: 4077.3 ms [2021-08-21 13:14:23 main:574] : INFO : Epoch 1794 | loss: 0.0311875 | val_loss: 0.0311898 | Time: 4113.47 ms [2021-08-21 13:14:28 main:574] : INFO : Epoch 1795 | loss: 0.0311871 | val_loss: 0.0311919 | Time: 4473.46 ms [2021-08-21 13:14:32 main:574] : INFO : Epoch 1796 | loss: 0.0311897 | val_loss: 0.0311872 | Time: 4114.24 ms [2021-08-21 13:14:36 main:574] : INFO : Epoch 1797 | loss: 0.0311892 | val_loss: 0.0311888 | Time: 4160.59 ms [2021-08-21 13:14:40 main:574] : INFO : Epoch 1798 | loss: 0.0311884 | val_loss: 0.0311873 | Time: 4293.94 ms [2021-08-21 13:14:45 main:574] : INFO : Epoch 1799 | loss: 0.0311875 | val_loss: 0.0311875 | Time: 4467.8 ms [2021-08-21 13:14:49 main:574] : INFO : Epoch 1800 | loss: 0.0311892 | val_loss: 0.0311903 | Time: 4339.4 ms [2021-08-21 13:14:53 main:574] : INFO : Epoch 1801 | loss: 0.0311882 | val_loss: 0.031189 | Time: 4077.12 ms [2021-08-21 13:14:57 main:574] : INFO : Epoch 1802 | loss: 0.0311878 | val_loss: 0.0311874 | Time: 4115.99 ms [2021-08-21 13:15:01 main:574] : INFO : Epoch 1803 | loss: 0.0311872 | val_loss: 0.0311869 | Time: 4157.66 ms [2021-08-21 13:15:05 main:574] : INFO : Epoch 1804 | loss: 0.0311871 | val_loss: 0.031187 | Time: 4054.61 ms [2021-08-21 13:15:10 main:574] : INFO : Epoch 1805 | loss: 0.0311869 | val_loss: 0.0311908 | Time: 4097.6 ms [2021-08-21 13:15:14 main:574] : INFO : Epoch 1806 | loss: 0.0311863 | val_loss: 0.0311877 | Time: 4066.1 ms [2021-08-21 13:15:18 main:574] : INFO : Epoch 1807 | loss: 0.0311875 | val_loss: 0.0311884 | Time: 4072.17 ms [2021-08-21 13:15:22 main:574] : INFO : Epoch 1808 | loss: 0.0311876 | val_loss: 0.0311899 | Time: 4110.21 ms [2021-08-21 13:15:26 main:574] : INFO : Epoch 1809 | loss: 0.0311871 | val_loss: 0.0311916 | Time: 4025.04 ms [2021-08-21 13:15:30 main:574] : INFO : Epoch 1810 | loss: 0.0311875 | val_loss: 0.0311885 | Time: 4104 ms [2021-08-21 13:15:34 main:574] : INFO : Epoch 1811 | loss: 0.0311883 | val_loss: 0.0311887 | Time: 4167.37 ms [2021-08-21 13:15:38 main:574] : INFO : Epoch 1812 | loss: 0.031187 | val_loss: 0.0311881 | Time: 4108.04 ms [2021-08-21 13:15:43 main:574] : INFO : Epoch 1813 | loss: 0.0311879 | val_loss: 0.0311922 | Time: 4124.86 ms [2021-08-21 13:15:47 main:574] : INFO : Epoch 1814 | loss: 0.031189 | val_loss: 0.0311885 | Time: 4274.29 ms [2021-08-21 13:15:51 main:574] : INFO : Epoch 1815 | loss: 0.0311899 | val_loss: 0.031196 | Time: 4138.39 ms [2021-08-21 13:15:55 main:574] : INFO : Epoch 1816 | loss: 0.031189 | val_loss: 0.031189 | Time: 4132.79 ms [2021-08-21 13:15:59 main:574] : INFO : Epoch 1817 | loss: 0.0311868 | val_loss: 0.0311889 | Time: 4139.22 ms [2021-08-21 13:16:03 main:574] : INFO : Epoch 1818 | loss: 0.0311882 | val_loss: 0.0311887 | Time: 4072.59 ms [2021-08-21 13:16:07 main:574] : INFO : Epoch 1819 | loss: 0.0311873 | val_loss: 0.0311884 | Time: 4052.76 ms [2021-08-21 13:16:12 main:574] : INFO : Epoch 1820 | loss: 0.0311882 | val_loss: 0.0311898 | Time: 4076.89 ms [2021-08-21 13:16:16 main:574] : INFO : Epoch 1821 | loss: 0.0311877 | val_loss: 0.0311884 | Time: 4089.07 ms [2021-08-21 13:16:20 main:574] : INFO : Epoch 1822 | loss: 0.0311873 | val_loss: 0.0311872 | Time: 4101.46 ms [2021-08-21 13:16:24 main:574] : INFO : Epoch 1823 | loss: 0.0311869 | val_loss: 0.0311874 | Time: 4180.67 ms [2021-08-21 13:16:28 main:574] : INFO : Epoch 1824 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 4177.3 ms [2021-08-21 13:16:32 main:574] : INFO : Epoch 1825 | loss: 0.0311878 | val_loss: 0.0311871 | Time: 4120.3 ms [2021-08-21 13:16:37 main:574] : INFO : Epoch 1826 | loss: 0.0311894 | val_loss: 0.0311872 | Time: 4266.21 ms [2021-08-21 13:16:41 main:574] : INFO : Epoch 1827 | loss: 0.031188 | val_loss: 0.0311869 | Time: 4044.49 ms [2021-08-21 13:16:45 main:574] : INFO : Epoch 1828 | loss: 0.0311866 | val_loss: 0.0311896 | Time: 4152.62 ms [2021-08-21 13:16:49 main:574] : INFO : Epoch 1829 | loss: 0.0311869 | val_loss: 0.0311878 | Time: 4083.29 ms [2021-08-21 13:16:53 main:574] : INFO : Epoch 1830 | loss: 0.0311866 | val_loss: 0.0311865 | Time: 4080.82 ms [2021-08-21 13:16:57 main:574] : INFO : Epoch 1831 | loss: 0.031187 | val_loss: 0.0311862 | Time: 4074.11 ms [2021-08-21 13:17:01 main:574] : INFO : Epoch 1832 | loss: 0.0311862 | val_loss: 0.0311863 | Time: 4267.43 ms [2021-08-21 13:17:06 main:574] : INFO : Epoch 1833 | loss: 0.0311881 | val_loss: 0.031192 | Time: 4046.57 ms [2021-08-21 13:17:10 main:574] : INFO : Epoch 1834 | loss: 0.0311878 | val_loss: 0.0311889 | Time: 4035.4 ms [2021-08-21 13:17:14 main:574] : INFO : Epoch 1835 | loss: 0.0311877 | val_loss: 0.0311884 | Time: 4080.61 ms [2021-08-21 13:17:18 main:574] : INFO : Epoch 1836 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 4061.97 ms [2021-08-21 13:17:22 main:574] : INFO : Epoch 1837 | loss: 0.0311876 | val_loss: 0.0311914 | Time: 4137.14 ms [2021-08-21 13:17:26 main:574] : INFO : Epoch 1838 | loss: 0.0311897 | val_loss: 0.0311906 | Time: 4171.42 ms [2021-08-21 13:17:30 main:574] : INFO : Epoch 1839 | loss: 0.0311884 | val_loss: 0.0311891 | Time: 4179.26 ms [2021-08-21 13:17:34 main:574] : INFO : Epoch 1840 | loss: 0.0311883 | val_loss: 0.0311902 | Time: 4148 ms [2021-08-21 13:17:39 main:574] : INFO : Epoch 1841 | loss: 0.0311891 | val_loss: 0.0311889 | Time: 4042.5 ms [2021-08-21 13:17:43 main:574] : INFO : Epoch 1842 | loss: 0.03119 | val_loss: 0.0311917 | Time: 4065.18 ms [2021-08-21 13:17:47 main:574] : INFO : Epoch 1843 | loss: 0.0311902 | val_loss: 0.0311892 | Time: 4025.62 ms [2021-08-21 13:17:51 main:574] : INFO : Epoch 1844 | loss: 0.0311888 | val_loss: 0.0311878 | Time: 4056.58 ms [2021-08-21 13:17:55 main:574] : INFO : Epoch 1845 | loss: 0.0311884 | val_loss: 0.0311872 | Time: 4070.49 ms [2021-08-21 13:17:59 main:574] : INFO : Epoch 1846 | loss: 0.0311879 | val_loss: 0.0311875 | Time: 4107.47 ms [2021-08-21 13:18:03 main:574] : INFO : Epoch 1847 | loss: 0.0311886 | val_loss: 0.0311891 | Time: 4073.08 ms [2021-08-21 13:18:07 main:574] : INFO : Epoch 1848 | loss: 0.0311893 | val_loss: 0.031192 | Time: 4071.94 ms [2021-08-21 13:18:11 main:574] : INFO : Epoch 1849 | loss: 0.0311897 | val_loss: 0.0311879 | Time: 4024.76 ms [2021-08-21 13:18:15 main:574] : INFO : Epoch 1850 | loss: 0.0311884 | val_loss: 0.0311904 | Time: 3998.62 ms [2021-08-21 13:18:19 main:574] : INFO : Epoch 1851 | loss: 0.0311932 | val_loss: 0.0312016 | Time: 4076.61 ms [2021-08-21 13:18:23 main:574] : INFO : Epoch 1852 | loss: 0.0311956 | val_loss: 0.0311896 | Time: 4043.65 ms [2021-08-21 13:18:27 main:574] : INFO : Epoch 1853 | loss: 0.0311876 | val_loss: 0.0311884 | Time: 3982.48 ms [2021-08-21 13:18:32 main:574] : INFO : Epoch 1854 | loss: 0.0311879 | val_loss: 0.0311883 | Time: 4129.46 ms [2021-08-21 13:18:36 main:574] : INFO : Epoch 1855 | loss: 0.0311884 | val_loss: 0.0311889 | Time: 4146.8 ms [2021-08-21 13:18:40 main:574] : INFO : Epoch 1856 | loss: 0.0311871 | val_loss: 0.0311893 | Time: 4156.23 ms [2021-08-21 13:18:44 main:574] : INFO : Epoch 1857 | loss: 0.0311878 | val_loss: 0.0311866 | Time: 4227.93 ms [2021-08-21 13:18:48 main:574] : INFO : Epoch 1858 | loss: 0.0311875 | val_loss: 0.0311868 | Time: 4115.55 ms [2021-08-21 13:18:52 main:574] : INFO : Epoch 1859 | loss: 0.031187 | val_loss: 0.0311863 | Time: 4118.13 ms [2021-08-21 13:18:57 main:574] : INFO : Epoch 1860 | loss: 0.0311864 | val_loss: 0.0311862 | Time: 4122.6 ms [2021-08-21 13:19:01 main:574] : INFO : Epoch 1861 | loss: 0.031187 | val_loss: 0.0311879 | Time: 3998.99 ms [2021-08-21 13:19:05 main:574] : INFO : Epoch 1862 | loss: 0.0311858 | val_loss: 0.0311886 | Time: 4213.32 ms [2021-08-21 13:19:09 main:574] : INFO : Epoch 1863 | loss: 0.0311866 | val_loss: 0.0311875 | Time: 4128.71 ms [2021-08-21 13:19:13 main:574] : INFO : Epoch 1864 | loss: 0.0311866 | val_loss: 0.0311865 | Time: 4072.46 ms [2021-08-21 13:19:17 main:574] : INFO : Epoch 1865 | loss: 0.0311877 | val_loss: 0.0311887 | Time: 4126.27 ms [2021-08-21 13:19:21 main:574] : INFO : Epoch 1866 | loss: 0.0311886 | val_loss: 0.0311888 | Time: 4090.02 ms [2021-08-21 13:19:26 main:574] : INFO : Epoch 1867 | loss: 0.031187 | val_loss: 0.0311871 | Time: 4127.5 ms [2021-08-21 13:19:30 main:574] : INFO : Epoch 1868 | loss: 0.0311863 | val_loss: 0.0311853 | Time: 4570.27 ms [2021-08-21 13:19:34 main:574] : INFO : Epoch 1869 | loss: 0.0311865 | val_loss: 0.0311855 | Time: 4164.92 ms [2021-08-21 13:19:38 main:574] : INFO : Epoch 1870 | loss: 0.0311864 | val_loss: 0.0311862 | Time: 4114.49 ms [2021-08-21 13:19:43 main:574] : INFO : Epoch 1871 | loss: 0.0311873 | val_loss: 0.0311867 | Time: 4156.01 ms [2021-08-21 13:19:47 main:574] : INFO : Epoch 1872 | loss: 0.0311863 | val_loss: 0.0311865 | Time: 4117.13 ms [2021-08-21 13:19:51 main:574] : INFO : Epoch 1873 | loss: 0.0311878 | val_loss: 0.0311868 | Time: 4139.68 ms [2021-08-21 13:19:55 main:574] : INFO : Epoch 1874 | loss: 0.0311864 | val_loss: 0.031186 | Time: 4070.38 ms [2021-08-21 13:19:59 main:574] : INFO : Epoch 1875 | loss: 0.0311864 | val_loss: 0.0311851 | Time: 4090.65 ms [2021-08-21 13:20:03 main:574] : INFO : Epoch 1876 | loss: 0.0311861 | val_loss: 0.0311853 | Time: 4108.98 ms [2021-08-21 13:20:07 main:574] : INFO : Epoch 1877 | loss: 0.0311874 | val_loss: 0.0311888 | Time: 4034.84 ms [2021-08-21 13:20:11 main:574] : INFO : Epoch 1878 | loss: 0.0311894 | val_loss: 0.0311858 | Time: 4055.4 ms [2021-08-21 13:20:15 main:574] : INFO : Epoch 1879 | loss: 0.0311876 | val_loss: 0.0311872 | Time: 4013 ms [2021-08-21 13:20:20 main:574] : INFO : Epoch 1880 | loss: 0.0311878 | val_loss: 0.0311904 | Time: 4066.29 ms [2021-08-21 13:20:24 main:574] : INFO : Epoch 1881 | loss: 0.0311877 | val_loss: 0.0311855 | Time: 4028.13 ms [2021-08-21 13:20:28 main:574] : INFO : Epoch 1882 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 4044.93 ms [2021-08-21 13:20:32 main:574] : INFO : Epoch 1883 | loss: 0.0311857 | val_loss: 0.0311862 | Time: 4124.57 ms [2021-08-21 13:20:36 main:574] : INFO : Epoch 1884 | loss: 0.0311875 | val_loss: 0.0311874 | Time: 4077.27 ms [2021-08-21 13:20:40 main:574] : INFO : Epoch 1885 | loss: 0.0311887 | val_loss: 0.0311856 | Time: 4032.84 ms [2021-08-21 13:20:44 main:574] : INFO : Epoch 1886 | loss: 0.0311865 | val_loss: 0.031187 | Time: 4149.57 ms [2021-08-21 13:20:48 main:574] : INFO : Epoch 1887 | loss: 0.0311889 | val_loss: 0.0311894 | Time: 4044.11 ms [2021-08-21 13:20:52 main:574] : INFO : Epoch 1888 | loss: 0.0311885 | val_loss: 0.0311862 | Time: 4087.09 ms [2021-08-21 13:20:56 main:574] : INFO : Epoch 1889 | loss: 0.0311867 | val_loss: 0.0311853 | Time: 4085.87 ms [2021-08-21 13:21:01 main:574] : INFO : Epoch 1890 | loss: 0.031187 | val_loss: 0.0311858 | Time: 4177.33 ms [2021-08-21 13:21:05 main:574] : INFO : Epoch 1891 | loss: 0.0311864 | val_loss: 0.0311861 | Time: 4004.6 ms [2021-08-21 13:21:09 main:574] : INFO : Epoch 1892 | loss: 0.0311884 | val_loss: 0.0311856 | Time: 4140.71 ms [2021-08-21 13:21:13 main:574] : INFO : Epoch 1893 | loss: 0.0311881 | val_loss: 0.0311864 | Time: 4058.78 ms [2021-08-21 13:21:17 main:574] : INFO : Epoch 1894 | loss: 0.0311892 | val_loss: 0.0311876 | Time: 4015.3 ms [2021-08-21 13:21:21 main:574] : INFO : Epoch 1895 | loss: 0.0311901 | val_loss: 0.0311859 | Time: 4089.92 ms [2021-08-21 13:21:25 main:574] : INFO : Epoch 1896 | loss: 0.0311866 | val_loss: 0.0311854 | Time: 4149.05 ms [2021-08-21 13:21:29 main:574] : INFO : Epoch 1897 | loss: 0.031186 | val_loss: 0.0311849 | Time: 4151.37 ms [2021-08-21 13:21:33 main:574] : INFO : Epoch 1898 | loss: 0.0311857 | val_loss: 0.031188 | Time: 4117.3 ms [2021-08-21 13:21:38 main:574] : INFO : Epoch 1899 | loss: 0.0311861 | val_loss: 0.0311856 | Time: 4117.84 ms [2021-08-21 13:21:42 main:574] : INFO : Epoch 1900 | loss: 0.0311854 | val_loss: 0.0311848 | Time: 4119.65 ms [2021-08-21 13:21:46 main:574] : INFO : Epoch 1901 | loss: 0.0311863 | val_loss: 0.031187 | Time: 4070.54 ms [2021-08-21 13:21:50 main:574] : INFO : Epoch 1902 | loss: 0.0311865 | val_loss: 0.0311865 | Time: 4074.69 ms [2021-08-21 13:21:54 main:574] : INFO : Epoch 1903 | loss: 0.0311858 | val_loss: 0.0311858 | Time: 4116.26 ms [2021-08-21 13:21:58 main:574] : INFO : Epoch 1904 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 3989.48 ms [2021-08-21 13:22:02 main:574] : INFO : Epoch 1905 | loss: 0.0311867 | val_loss: 0.0311852 | Time: 4086.69 ms [2021-08-21 13:22:07 main:574] : INFO : Epoch 1906 | loss: 0.0311864 | val_loss: 0.0311856 | Time: 4195.33 ms [2021-08-21 13:22:11 main:574] : INFO : Epoch 1907 | loss: 0.0311859 | val_loss: 0.0311855 | Time: 4106.76 ms [2021-08-21 13:22:15 main:574] : INFO : Epoch 1908 | loss: 0.0311869 | val_loss: 0.031188 | Time: 4221.95 ms [2021-08-21 13:22:19 main:574] : INFO : Epoch 1909 | loss: 0.0311898 | val_loss: 0.0311893 | Time: 4093.41 ms [2021-08-21 13:22:23 main:574] : INFO : Epoch 1910 | loss: 0.0311875 | val_loss: 0.0311861 | Time: 4219.55 ms [2021-08-21 13:22:27 main:574] : INFO : Epoch 1911 | loss: 0.0311867 | val_loss: 0.0311858 | Time: 4093.58 ms [2021-08-21 13:22:32 main:574] : INFO : Epoch 1912 | loss: 0.0311859 | val_loss: 0.0311849 | Time: 4210.77 ms [2021-08-21 13:22:36 main:574] : INFO : Epoch 1913 | loss: 0.0311855 | val_loss: 0.0311863 | Time: 4169.32 ms [2021-08-21 13:22:40 main:574] : INFO : Epoch 1914 | loss: 0.0311892 | val_loss: 0.0311962 | Time: 4181.48 ms [2021-08-21 13:22:44 main:574] : INFO : Epoch 1915 | loss: 0.0311917 | val_loss: 0.0311862 | Time: 4210.47 ms [2021-08-21 13:22:48 main:574] : INFO : Epoch 1916 | loss: 0.031189 | val_loss: 0.0311873 | Time: 4171.9 ms [2021-08-21 13:22:53 main:574] : INFO : Epoch 1917 | loss: 0.0311862 | val_loss: 0.0311858 | Time: 4124.09 ms [2021-08-21 13:22:57 main:574] : INFO : Epoch 1918 | loss: 0.0311878 | val_loss: 0.0311862 | Time: 4205.17 ms [2021-08-21 13:23:01 main:574] : INFO : Epoch 1919 | loss: 0.0311855 | val_loss: 0.0311851 | Time: 4150.51 ms [2021-08-21 13:23:05 main:574] : INFO : Epoch 1920 | loss: 0.0311861 | val_loss: 0.0311871 | Time: 4101.64 ms [2021-08-21 13:23:09 main:574] : INFO : Epoch 1921 | loss: 0.0311864 | val_loss: 0.0311844 | Time: 4207.53 ms [2021-08-21 13:23:13 main:574] : INFO : Epoch 1922 | loss: 0.0311857 | val_loss: 0.0311856 | Time: 4098.18 ms [2021-08-21 13:23:18 main:574] : INFO : Epoch 1923 | loss: 0.0311875 | val_loss: 0.0311947 | Time: 4098.74 ms [2021-08-21 13:23:22 main:574] : INFO : Epoch 1924 | loss: 0.0311889 | val_loss: 0.0311896 | Time: 4201.16 ms [2021-08-21 13:23:26 main:574] : INFO : Epoch 1925 | loss: 0.0311875 | val_loss: 0.0311852 | Time: 4249.14 ms [2021-08-21 13:23:30 main:574] : INFO : Epoch 1926 | loss: 0.0311852 | val_loss: 0.0311907 | Time: 4202.99 ms [2021-08-21 13:23:34 main:574] : INFO : Epoch 1927 | loss: 0.0311856 | val_loss: 0.0311853 | Time: 4108.47 ms [2021-08-21 13:23:39 main:574] : INFO : Epoch 1928 | loss: 0.0311856 | val_loss: 0.0311867 | Time: 4117.92 ms [2021-08-21 13:23:43 main:574] : INFO : Epoch 1929 | loss: 0.0311858 | val_loss: 0.0311853 | Time: 4150.62 ms [2021-08-21 13:23:47 main:574] : INFO : Epoch 1930 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 4032.18 ms [2021-08-21 13:23:51 main:574] : INFO : Epoch 1931 | loss: 0.0311851 | val_loss: 0.0311849 | Time: 4275.26 ms [2021-08-21 13:23:55 main:574] : INFO : Epoch 1932 | loss: 0.0311867 | val_loss: 0.0311867 | Time: 4082.36 ms [2021-08-21 13:23:59 main:574] : INFO : Epoch 1933 | loss: 0.0311854 | val_loss: 0.0311849 | Time: 4114.3 ms [2021-08-21 13:24:04 main:574] : INFO : Epoch 1934 | loss: 0.0311851 | val_loss: 0.0311845 | Time: 4177.23 ms [2021-08-21 13:24:08 main:574] : INFO : Epoch 1935 | loss: 0.0311859 | val_loss: 0.031191 | Time: 4384.7 ms [2021-08-21 13:24:12 main:574] : INFO : Epoch 1936 | loss: 0.0311882 | val_loss: 0.0311941 | Time: 4065.36 ms [2021-08-21 13:24:16 main:574] : INFO : Epoch 1937 | loss: 0.0311871 | val_loss: 0.031187 | Time: 4050.39 ms [2021-08-21 13:24:21 main:574] : INFO : Epoch 1938 | loss: 0.031488 | val_loss: 0.0351264 | Time: 4452.51 ms [2021-08-21 13:24:25 main:574] : INFO : Epoch 1939 | loss: 0.0400065 | val_loss: 0.036077 | Time: 4361.8 ms [2021-08-21 13:24:29 main:574] : INFO : Epoch 1940 | loss: 0.0328264 | val_loss: 0.031546 | Time: 4505.23 ms [2021-08-21 13:24:34 main:574] : INFO : Epoch 1941 | loss: 0.031464 | val_loss: 0.031349 | Time: 4577.31 ms [2021-08-21 13:24:39 main:574] : INFO : Epoch 1942 | loss: 0.0312822 | val_loss: 0.0312541 | Time: 4907.2 ms [2021-08-21 13:24:44 main:574] : INFO : Epoch 1943 | loss: 0.0312467 | val_loss: 0.031237 | Time: 4780.57 ms [2021-08-21 13:24:48 main:574] : INFO : Epoch 1944 | loss: 0.031237 | val_loss: 0.031233 | Time: 4683.44 ms [2021-08-21 13:24:53 main:574] : INFO : Epoch 1945 | loss: 0.0312324 | val_loss: 0.0312288 | Time: 4508.35 ms [2021-08-21 13:24:58 main:574] : INFO : Epoch 1946 | loss: 0.0312289 | val_loss: 0.031227 | Time: 4756 ms [2021-08-21 13:25:02 main:574] : INFO : Epoch 1947 | loss: 0.0312271 | val_loss: 0.031225 | Time: 4599.85 ms [2021-08-21 13:25:07 main:574] : INFO : Epoch 1948 | loss: 0.0312255 | val_loss: 0.0312239 | Time: 4457.91 ms [2021-08-21 13:25:11 main:574] : INFO : Epoch 1949 | loss: 0.031224 | val_loss: 0.0312228 | Time: 4556.6 ms [2021-08-21 13:25:16 main:574] : INFO : Epoch 1950 | loss: 0.031223 | val_loss: 0.0312222 | Time: 4809.98 ms [2021-08-21 13:25:21 main:574] : INFO : Epoch 1951 | loss: 0.031222 | val_loss: 0.0312206 | Time: 4611.27 ms [2021-08-21 13:25:25 main:574] : INFO : Epoch 1952 | loss: 0.0312207 | val_loss: 0.0312205 | Time: 4649.11 ms [2021-08-21 13:25:30 main:574] : INFO : Epoch 1953 | loss: 0.0312201 | val_loss: 0.0312191 | Time: 4647.9 ms [2021-08-21 13:25:35 main:574] : INFO : Epoch 1954 | loss: 0.031219 | val_loss: 0.0312183 | Time: 4903.46 ms [2021-08-21 13:25:40 main:574] : INFO : Epoch 1955 | loss: 0.0312186 | val_loss: 0.0312177 | Time: 4812.03 ms [2021-08-21 13:25:44 main:574] : INFO : Epoch 1956 | loss: 0.0312182 | val_loss: 0.0312179 | Time: 4593.52 ms [2021-08-21 13:25:50 main:574] : INFO : Epoch 1957 | loss: 0.031217 | val_loss: 0.0312156 | Time: 5420.71 ms [2021-08-21 13:25:55 main:574] : INFO : Epoch 1958 | loss: 0.0312158 | val_loss: 0.0312156 | Time: 4955.84 ms [2021-08-21 13:26:00 main:574] : INFO : Epoch 1959 | loss: 0.0312148 | val_loss: 0.0312152 | Time: 4900.85 ms [2021-08-21 13:26:04 main:574] : INFO : Epoch 1960 | loss: 0.0312138 | val_loss: 0.0312136 | Time: 4615.17 ms [2021-08-21 13:26:09 main:574] : INFO : Epoch 1961 | loss: 0.0312128 | val_loss: 0.0312129 | Time: 4638.22 ms [2021-08-21 13:26:14 main:574] : INFO : Epoch 1962 | loss: 0.031212 | val_loss: 0.0312126 | Time: 5099.77 ms [2021-08-21 13:26:20 main:574] : INFO : Epoch 1963 | loss: 0.0312114 | val_loss: 0.0312119 | Time: 5663.05 ms [2021-08-21 13:26:25 main:574] : INFO : Epoch 1964 | loss: 0.0312111 | val_loss: 0.0312114 | Time: 4813.86 ms [2021-08-21 13:26:30 main:574] : INFO : Epoch 1965 | loss: 0.0312104 | val_loss: 0.0312109 | Time: 5163.64 ms [2021-08-21 13:26:34 main:574] : INFO : Epoch 1966 | loss: 0.0312104 | val_loss: 0.0312105 | Time: 4191.88 ms [2021-08-21 13:26:39 main:574] : INFO : Epoch 1967 | loss: 0.0312098 | val_loss: 0.0312112 | Time: 4750.87 ms [2021-08-21 13:26:43 main:574] : INFO : Epoch 1968 | loss: 0.0312091 | val_loss: 0.0312096 | Time: 4088.08 ms [2021-08-21 13:26:47 main:574] : INFO : Epoch 1969 | loss: 0.0312096 | val_loss: 0.0312087 | Time: 4263.22 ms [2021-08-21 13:26:51 main:574] : INFO : Epoch 1970 | loss: 0.0312086 | val_loss: 0.0312083 | Time: 4168.94 ms [2021-08-21 13:26:55 main:574] : INFO : Epoch 1971 | loss: 0.0312085 | val_loss: 0.0312079 | Time: 4264.39 ms [2021-08-21 13:27:00 main:574] : INFO : Epoch 1972 | loss: 0.0312083 | val_loss: 0.0312099 | Time: 4210.49 ms [2021-08-21 13:27:04 main:574] : INFO : Epoch 1973 | loss: 0.0312088 | val_loss: 0.0312072 | Time: 4144.88 ms [2021-08-21 13:27:08 main:574] : INFO : Epoch 1974 | loss: 0.0312074 | val_loss: 0.0312076 | Time: 4088.06 ms [2021-08-21 13:27:12 main:574] : INFO : Epoch 1975 | loss: 0.0312069 | val_loss: 0.0312066 | Time: 4122.34 ms [2021-08-21 13:27:16 main:574] : INFO : Epoch 1976 | loss: 0.0312061 | val_loss: 0.0312053 | Time: 4108.33 ms [2021-08-21 13:27:20 main:574] : INFO : Epoch 1977 | loss: 0.0312059 | val_loss: 0.0312047 | Time: 4232.74 ms [2021-08-21 13:27:25 main:574] : INFO : Epoch 1978 | loss: 0.0312057 | val_loss: 0.0312054 | Time: 4319.97 ms [2021-08-21 13:27:29 main:574] : INFO : Epoch 1979 | loss: 0.0312043 | val_loss: 0.0312041 | Time: 4224.04 ms [2021-08-21 13:27:33 main:574] : INFO : Epoch 1980 | loss: 0.0312036 | val_loss: 0.0312035 | Time: 4228.05 ms [2021-08-21 13:27:37 main:574] : INFO : Epoch 1981 | loss: 0.0312032 | val_loss: 0.0312051 | Time: 4122.74 ms [2021-08-21 13:27:42 main:574] : INFO : Epoch 1982 | loss: 0.0312029 | val_loss: 0.0312029 | Time: 4138.99 ms [2021-08-21 13:27:46 main:574] : INFO : Epoch 1983 | loss: 0.0312027 | val_loss: 0.0312047 | Time: 4144.38 ms [2021-08-21 13:27:50 main:574] : INFO : Epoch 1984 | loss: 0.0312034 | val_loss: 0.0312026 | Time: 4248.95 ms [2021-08-21 13:27:54 main:574] : INFO : Epoch 1985 | loss: 0.0312019 | val_loss: 0.0312026 | Time: 4147.18 ms [2021-08-21 13:27:58 main:574] : INFO : Epoch 1986 | loss: 0.0312021 | val_loss: 0.0312023 | Time: 4101.98 ms [2021-08-21 13:28:03 main:574] : INFO : Epoch 1987 | loss: 0.0312019 | val_loss: 0.0312017 | Time: 4156.35 ms [2021-08-21 13:28:07 main:574] : INFO : Epoch 1988 | loss: 0.0312021 | val_loss: 0.0312036 | Time: 4065.79 ms [2021-08-21 13:28:11 main:574] : INFO : Epoch 1989 | loss: 0.0312028 | val_loss: 0.0312015 | Time: 4175.35 ms [2021-08-21 13:28:15 main:574] : INFO : Epoch 1990 | loss: 0.031201 | val_loss: 0.031201 | Time: 4151.8 ms [2021-08-21 13:28:19 main:574] : INFO : Epoch 1991 | loss: 0.0312016 | val_loss: 0.0312049 | Time: 4253.55 ms [2021-08-21 13:28:23 main:574] : INFO : Epoch 1992 | loss: 0.0312023 | val_loss: 0.0312009 | Time: 4163.9 ms [2021-08-21 13:28:28 main:574] : INFO : Epoch 1993 | loss: 0.0312001 | val_loss: 0.0312003 | Time: 4171.56 ms [2021-08-21 13:28:32 main:574] : INFO : Epoch 1994 | loss: 0.0312003 | val_loss: 0.0311993 | Time: 4193.06 ms [2021-08-21 13:28:36 main:574] : INFO : Epoch 1995 | loss: 0.031199 | val_loss: 0.0311991 | Time: 4161.75 ms [2021-08-21 13:28:40 main:574] : INFO : Epoch 1996 | loss: 0.0311996 | val_loss: 0.0311995 | Time: 4275.53 ms [2021-08-21 13:28:45 main:574] : INFO : Epoch 1997 | loss: 0.0311984 | val_loss: 0.0311986 | Time: 4195.93 ms [2021-08-21 13:28:49 main:574] : INFO : Epoch 1998 | loss: 0.0311979 | val_loss: 0.0312005 | Time: 4121.49 ms [2021-08-21 13:28:53 main:574] : INFO : Epoch 1999 | loss: 0.0311976 | val_loss: 0.0311982 | Time: 4179.44 ms [2021-08-21 13:28:57 main:574] : INFO : Epoch 2000 | loss: 0.0311972 | val_loss: 0.0311997 | Time: 4230.76 ms [2021-08-21 13:29:01 main:574] : INFO : Epoch 2001 | loss: 0.0311975 | val_loss: 0.0311977 | Time: 4089.77 ms [2021-08-21 13:29:06 main:574] : INFO : Epoch 2002 | loss: 0.0311964 | val_loss: 0.0311975 | Time: 4149.15 ms [2021-08-21 13:29:10 main:574] : INFO : Epoch 2003 | loss: 0.0311967 | val_loss: 0.0311976 | Time: 4077.67 ms [2021-08-21 13:29:14 main:574] : INFO : Epoch 2004 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 4181.22 ms [2021-08-21 13:29:18 main:574] : INFO : Epoch 2005 | loss: 0.0311957 | val_loss: 0.0311959 | Time: 4272.05 ms [2021-08-21 13:29:22 main:574] : INFO : Epoch 2006 | loss: 0.0311949 | val_loss: 0.0311969 | Time: 4196.56 ms [2021-08-21 13:29:27 main:574] : INFO : Epoch 2007 | loss: 0.0311945 | val_loss: 0.0311957 | Time: 4200.89 ms [2021-08-21 13:29:31 main:574] : INFO : Epoch 2008 | loss: 0.0311952 | val_loss: 0.031199 | Time: 4231.02 ms [2021-08-21 13:29:35 main:574] : INFO : Epoch 2009 | loss: 0.0311945 | val_loss: 0.0311953 | Time: 4117.86 ms [2021-08-21 13:29:39 main:574] : INFO : Epoch 2010 | loss: 0.0311944 | val_loss: 0.0311957 | Time: 4130.01 ms [2021-08-21 13:29:43 main:574] : INFO : Epoch 2011 | loss: 0.0311952 | val_loss: 0.0311945 | Time: 4251.2 ms [2021-08-21 13:29:48 main:574] : INFO : Epoch 2012 | loss: 0.0311954 | val_loss: 0.0311942 | Time: 4265.42 ms [2021-08-21 13:29:52 main:574] : INFO : Epoch 2013 | loss: 0.031193 | val_loss: 0.0311943 | Time: 4317.5 ms [2021-08-21 13:29:56 main:574] : INFO : Epoch 2014 | loss: 0.0311932 | val_loss: 0.0311968 | Time: 4099.09 ms [2021-08-21 13:30:00 main:574] : INFO : Epoch 2015 | loss: 0.0311937 | val_loss: 0.0311933 | Time: 4137.69 ms [2021-08-21 13:30:04 main:574] : INFO : Epoch 2016 | loss: 0.0311934 | val_loss: 0.0311956 | Time: 4060.26 ms [2021-08-21 13:30:08 main:574] : INFO : Epoch 2017 | loss: 0.0311919 | val_loss: 0.0311925 | Time: 4054.74 ms [2021-08-21 13:30:13 main:574] : INFO : Epoch 2018 | loss: 0.0311913 | val_loss: 0.0311951 | Time: 4097.01 ms [2021-08-21 13:30:17 main:574] : INFO : Epoch 2019 | loss: 0.0311915 | val_loss: 0.031193 | Time: 4578.75 ms [2021-08-21 13:30:21 main:574] : INFO : Epoch 2020 | loss: 0.0311906 | val_loss: 0.0311939 | Time: 4186.17 ms [2021-08-21 13:30:26 main:574] : INFO : Epoch 2021 | loss: 0.0311917 | val_loss: 0.0311952 | Time: 4079.47 ms [2021-08-21 13:30:30 main:574] : INFO : Epoch 2022 | loss: 0.031192 | val_loss: 0.031195 | Time: 4121.65 ms [2021-08-21 13:30:34 main:574] : INFO : Epoch 2023 | loss: 0.0311917 | val_loss: 0.0311919 | Time: 4272.09 ms [2021-08-21 13:30:38 main:574] : INFO : Epoch 2024 | loss: 0.0311902 | val_loss: 0.0311923 | Time: 4301.84 ms [2021-08-21 13:30:43 main:574] : INFO : Epoch 2025 | loss: 0.0311897 | val_loss: 0.0311919 | Time: 4224 ms [2021-08-21 13:30:47 main:574] : INFO : Epoch 2026 | loss: 0.0311903 | val_loss: 0.0311928 | Time: 4166.65 ms [2021-08-21 13:30:51 main:574] : INFO : Epoch 2027 | loss: 0.0311897 | val_loss: 0.0311911 | Time: 4163.31 ms [2021-08-21 13:30:55 main:574] : INFO : Epoch 2028 | loss: 0.0311906 | val_loss: 0.0311911 | Time: 4033.81 ms [2021-08-21 13:30:59 main:574] : INFO : Epoch 2029 | loss: 0.0311912 | val_loss: 0.0311917 | Time: 4096.16 ms [2021-08-21 13:31:03 main:574] : INFO : Epoch 2030 | loss: 0.0311895 | val_loss: 0.0311908 | Time: 4129.47 ms [2021-08-21 13:31:07 main:574] : INFO : Epoch 2031 | loss: 0.0311924 | val_loss: 0.0311959 | Time: 4074.97 ms [2021-08-21 13:31:11 main:574] : INFO : Epoch 2032 | loss: 0.0311924 | val_loss: 0.0311933 | Time: 4081.64 ms [2021-08-21 13:31:16 main:574] : INFO : Epoch 2033 | loss: 0.0311894 | val_loss: 0.0311912 | Time: 4137.86 ms [2021-08-21 13:31:20 main:574] : INFO : Epoch 2034 | loss: 0.031189 | val_loss: 0.0311926 | Time: 4076.44 ms [2021-08-21 13:31:24 main:574] : INFO : Epoch 2035 | loss: 0.031189 | val_loss: 0.0311909 | Time: 4052.31 ms [2021-08-21 13:31:28 main:574] : INFO : Epoch 2036 | loss: 0.0311896 | val_loss: 0.031191 | Time: 4065.98 ms [2021-08-21 13:31:32 main:574] : INFO : Epoch 2037 | loss: 0.0311894 | val_loss: 0.0311911 | Time: 4117.61 ms [2021-08-21 13:31:36 main:574] : INFO : Epoch 2038 | loss: 0.0311898 | val_loss: 0.0311909 | Time: 4097.37 ms [2021-08-21 13:31:40 main:574] : INFO : Epoch 2039 | loss: 0.0311893 | val_loss: 0.0311906 | Time: 4199.61 ms [2021-08-21 13:31:44 main:574] : INFO : Epoch 2040 | loss: 0.0311889 | val_loss: 0.0311927 | Time: 4093.69 ms [2021-08-21 13:31:49 main:574] : INFO : Epoch 2041 | loss: 0.0311891 | val_loss: 0.0311916 | Time: 4134.5 ms [2021-08-21 13:31:53 main:574] : INFO : Epoch 2042 | loss: 0.0311902 | val_loss: 0.0311914 | Time: 4193.11 ms [2021-08-21 13:31:57 main:574] : INFO : Epoch 2043 | loss: 0.03119 | val_loss: 0.0311901 | Time: 4088.19 ms [2021-08-21 13:32:01 main:574] : INFO : Epoch 2044 | loss: 0.0311886 | val_loss: 0.0311918 | Time: 4116.78 ms [2021-08-21 13:32:05 main:574] : INFO : Epoch 2045 | loss: 0.0311903 | val_loss: 0.0311906 | Time: 4114.34 ms [2021-08-21 13:32:09 main:574] : INFO : Epoch 2046 | loss: 0.03119 | val_loss: 0.0311911 | Time: 4211.28 ms [2021-08-21 13:32:13 main:574] : INFO : Epoch 2047 | loss: 0.0311887 | val_loss: 0.0311906 | Time: 4132.97 ms [2021-08-21 13:32:18 main:574] : INFO : Epoch 2048 | loss: 0.0311884 | val_loss: 0.03119 | Time: 4226.62 ms [2021-08-21 13:32:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03119 [2021-08-21 13:32:18 main:603] : INFO : Saving end state to config to file [2021-08-21 13:32:18 main:608] : INFO : Success, exiting.. 13:32:18 (8812): 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)