Task 4395689
| Name | ParityMachine-1612383414-27734-3_1 |
| Workunit | 2411683 |
| Created | 14 Mar 2021, 19:13:28 UTC |
| Sent | 14 Mar 2021, 21:38:21 UTC |
| Report deadline | 21 Mar 2021, 21:38:21 UTC |
| Received | 14 Mar 2021, 23:28:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 47 min 38 sec |
| CPU time | 1 hours 45 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031194 | val_loss: 0.031198 | Time: 3133.53 ms
[2021-03-15 00:01:34 main:574] : INFO : Epoch 1543 | loss: 0.0311967 | val_loss: 0.0311933 | Time: 3122.5 ms
[2021-03-15 00:01:37 main:574] : INFO : Epoch 1544 | loss: 0.0311912 | val_loss: 0.0311985 | Time: 3123.01 ms
[2021-03-15 00:01:41 main:574] : INFO : Epoch 1545 | loss: 0.031192 | val_loss: 0.031193 | Time: 3103.19 ms
[2021-03-15 00:01:44 main:574] : INFO : Epoch 1546 | loss: 0.0311904 | val_loss: 0.0311923 | Time: 3130.77 ms
[2021-03-15 00:01:47 main:574] : INFO : Epoch 1547 | loss: 0.0311903 | val_loss: 0.0311939 | Time: 3092.13 ms
[2021-03-15 00:01:50 main:574] : INFO : Epoch 1548 | loss: 0.0311908 | val_loss: 0.0311947 | Time: 3104.72 ms
[2021-03-15 00:01:53 main:574] : INFO : Epoch 1549 | loss: 0.0311906 | val_loss: 0.0311938 | Time: 3095.97 ms
[2021-03-15 00:01:56 main:574] : INFO : Epoch 1550 | loss: 0.0311919 | val_loss: 0.031193 | Time: 3114.39 ms
[2021-03-15 00:01:59 main:574] : INFO : Epoch 1551 | loss: 0.0311912 | val_loss: 0.0311933 | Time: 3112.83 ms
[2021-03-15 00:02:02 main:574] : INFO : Epoch 1552 | loss: 0.0311914 | val_loss: 0.0311937 | Time: 3123.56 ms
[2021-03-15 00:02:06 main:574] : INFO : Epoch 1553 | loss: 0.0311907 | val_loss: 0.0311929 | Time: 3091.11 ms
[2021-03-15 00:02:09 main:574] : INFO : Epoch 1554 | loss: 0.0311899 | val_loss: 0.0311935 | Time: 3134.68 ms
[2021-03-15 00:02:12 main:574] : INFO : Epoch 1555 | loss: 0.0311915 | val_loss: 0.0311944 | Time: 3124.36 ms
[2021-03-15 00:02:15 main:574] : INFO : Epoch 1556 | loss: 0.0311906 | val_loss: 0.0311931 | Time: 3116.54 ms
[2021-03-15 00:02:18 main:574] : INFO : Epoch 1557 | loss: 0.0311914 | val_loss: 0.0311937 | Time: 3125.56 ms
[2021-03-15 00:02:21 main:574] : INFO : Epoch 1558 | loss: 0.0311912 | val_loss: 0.0311932 | Time: 3110.37 ms
[2021-03-15 00:02:25 main:574] : INFO : Epoch 1559 | loss: 0.0311899 | val_loss: 0.0311924 | Time: 3132.86 ms
[2021-03-15 00:02:28 main:574] : INFO : Epoch 1560 | loss: 0.0311893 | val_loss: 0.0311965 | Time: 3143.57 ms
[2021-03-15 00:02:31 main:574] : INFO : Epoch 1561 | loss: 0.0311921 | val_loss: 0.0312024 | Time: 3103 ms
[2021-03-15 00:02:34 main:574] : INFO : Epoch 1562 | loss: 0.0311965 | val_loss: 0.0311936 | Time: 3128.18 ms
[2021-03-15 00:02:37 main:574] : INFO : Epoch 1563 | loss: 0.0311899 | val_loss: 0.0311926 | Time: 3141.43 ms
[2021-03-15 00:02:40 main:574] : INFO : Epoch 1564 | loss: 0.0311905 | val_loss: 0.0311929 | Time: 3142.03 ms
[2021-03-15 00:02:44 main:574] : INFO : Epoch 1565 | loss: 0.0311892 | val_loss: 0.0311947 | Time: 3143.78 ms
[2021-03-15 00:02:47 main:574] : INFO : Epoch 1566 | loss: 0.0311903 | val_loss: 0.031193 | Time: 3135.79 ms
[2021-03-15 00:02:50 main:574] : INFO : Epoch 1567 | loss: 0.0311897 | val_loss: 0.0311925 | Time: 3104.71 ms
[2021-03-15 00:02:53 main:574] : INFO : Epoch 1568 | loss: 0.0311898 | val_loss: 0.0311926 | Time: 3105.55 ms
[2021-03-15 00:02:56 main:574] : INFO : Epoch 1569 | loss: 0.0311906 | val_loss: 0.0311932 | Time: 3098.24 ms
[2021-03-15 00:02:59 main:574] : INFO : Epoch 1570 | loss: 0.0311913 | val_loss: 0.0311937 | Time: 3101.83 ms
[2021-03-15 00:03:02 main:574] : INFO : Epoch 1571 | loss: 0.0311896 | val_loss: 0.0311979 | Time: 3118.32 ms
[2021-03-15 00:03:06 main:574] : INFO : Epoch 1572 | loss: 0.0311894 | val_loss: 0.0311958 | Time: 3126.44 ms
[2021-03-15 00:03:09 main:574] : INFO : Epoch 1573 | loss: 0.0311887 | val_loss: 0.0311918 | Time: 3141.65 ms
[2021-03-15 00:03:12 main:574] : INFO : Epoch 1574 | loss: 0.0311882 | val_loss: 0.031197 | Time: 3129.36 ms
[2021-03-15 00:03:15 main:574] : INFO : Epoch 1575 | loss: 0.0311899 | val_loss: 0.0311943 | Time: 3133.61 ms
[2021-03-15 00:03:18 main:574] : INFO : Epoch 1576 | loss: 0.0311884 | val_loss: 0.0311942 | Time: 3112.32 ms
[2021-03-15 00:03:21 main:574] : INFO : Epoch 1577 | loss: 0.031187 | val_loss: 0.0311936 | Time: 3103.71 ms
[2021-03-15 00:03:24 main:574] : INFO : Epoch 1578 | loss: 0.0311873 | val_loss: 0.0311963 | Time: 3122.9 ms
[2021-03-15 00:03:28 main:574] : INFO : Epoch 1579 | loss: 0.0311875 | val_loss: 0.0311923 | Time: 3098.05 ms
[2021-03-15 00:03:31 main:574] : INFO : Epoch 1580 | loss: 0.0311928 | val_loss: 0.0311955 | Time: 3101 ms
[2021-03-15 00:03:34 main:574] : INFO : Epoch 1581 | loss: 0.0311914 | val_loss: 0.0311922 | Time: 3110.47 ms
[2021-03-15 00:03:37 main:574] : INFO : Epoch 1582 | loss: 0.0311907 | val_loss: 0.0311925 | Time: 3138.72 ms
[2021-03-15 00:03:40 main:574] : INFO : Epoch 1583 | loss: 0.0311904 | val_loss: 0.0311928 | Time: 3135.47 ms
[2021-03-15 00:03:43 main:574] : INFO : Epoch 1584 | loss: 0.03119 | val_loss: 0.0311915 | Time: 3117.5 ms
[2021-03-15 00:03:47 main:574] : INFO : Epoch 1585 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 3128.75 ms
[2021-03-15 00:03:50 main:574] : INFO : Epoch 1586 | loss: 0.031194 | val_loss: 0.0311936 | Time: 3097.95 ms
[2021-03-15 00:03:53 main:574] : INFO : Epoch 1587 | loss: 0.0311924 | val_loss: 0.0311934 | Time: 3104.89 ms
[2021-03-15 00:03:56 main:574] : INFO : Epoch 1588 | loss: 0.0311896 | val_loss: 0.0311958 | Time: 3099.56 ms
[2021-03-15 00:03:59 main:574] : INFO : Epoch 1589 | loss: 0.03119 | val_loss: 0.0311915 | Time: 3122.77 ms
[2021-03-15 00:04:02 main:574] : INFO : Epoch 1590 | loss: 0.03119 | val_loss: 0.0311949 | Time: 3143.18 ms
[2021-03-15 00:04:05 main:574] : INFO : Epoch 1591 | loss: 0.0311909 | val_loss: 0.0311932 | Time: 3115.71 ms
[2021-03-15 00:04:09 main:574] : INFO : Epoch 1592 | loss: 0.0311899 | val_loss: 0.0311913 | Time: 3115.43 ms
[2021-03-15 00:04:12 main:574] : INFO : Epoch 1593 | loss: 0.0311882 | val_loss: 0.031192 | Time: 3125.95 ms
[2021-03-15 00:04:15 main:574] : INFO : Epoch 1594 | loss: 0.0311883 | val_loss: 0.031193 | Time: 3117.81 ms
[2021-03-15 00:04:18 main:574] : INFO : Epoch 1595 | loss: 0.0311902 | val_loss: 0.0311919 | Time: 3102.19 ms
[2021-03-15 00:04:21 main:574] : INFO : Epoch 1596 | loss: 0.0311878 | val_loss: 0.0311909 | Time: 3155.47 ms
[2021-03-15 00:04:24 main:574] : INFO : Epoch 1597 | loss: 0.031189 | val_loss: 0.0311924 | Time: 3085.04 ms
[2021-03-15 00:04:27 main:574] : INFO : Epoch 1598 | loss: 0.0311884 | val_loss: 0.0311909 | Time: 3110.67 ms
[2021-03-15 00:04:31 main:574] : INFO : Epoch 1599 | loss: 0.0311878 | val_loss: 0.0311906 | Time: 3129.69 ms
[2021-03-15 00:04:34 main:574] : INFO : Epoch 1600 | loss: 0.0311874 | val_loss: 0.0311905 | Time: 3123.93 ms
[2021-03-15 00:04:37 main:574] : INFO : Epoch 1601 | loss: 0.0311871 | val_loss: 0.0311935 | Time: 3095.19 ms
[2021-03-15 00:04:40 main:574] : INFO : Epoch 1602 | loss: 0.0311878 | val_loss: 0.0311903 | Time: 3137.06 ms
[2021-03-15 00:04:43 main:574] : INFO : Epoch 1603 | loss: 0.031188 | val_loss: 0.0311908 | Time: 3092.11 ms
[2021-03-15 00:04:46 main:574] : INFO : Epoch 1604 | loss: 0.0311883 | val_loss: 0.0311915 | Time: 3110.14 ms
[2021-03-15 00:04:50 main:574] : INFO : Epoch 1605 | loss: 0.0311878 | val_loss: 0.0311921 | Time: 3118.66 ms
[2021-03-15 00:04:53 main:574] : INFO : Epoch 1606 | loss: 0.0311875 | val_loss: 0.0311903 | Time: 3138.26 ms
[2021-03-15 00:04:56 main:574] : INFO : Epoch 1607 | loss: 0.0311869 | val_loss: 0.031192 | Time: 3114.55 ms
[2021-03-15 00:04:59 main:574] : INFO : Epoch 1608 | loss: 0.0311925 | val_loss: 0.031192 | Time: 3112.5 ms
[2021-03-15 00:05:02 main:574] : INFO : Epoch 1609 | loss: 0.0311886 | val_loss: 0.0311903 | Time: 3131.1 ms
[2021-03-15 00:05:05 main:574] : INFO : Epoch 1610 | loss: 0.0311867 | val_loss: 0.0311917 | Time: 3111.97 ms
[2021-03-15 00:05:08 main:574] : INFO : Epoch 1611 | loss: 0.0311881 | val_loss: 0.0311918 | Time: 3132.76 ms
[2021-03-15 00:05:12 main:574] : INFO : Epoch 1612 | loss: 0.0311875 | val_loss: 0.0311918 | Time: 3126.12 ms
[2021-03-15 00:05:15 main:574] : INFO : Epoch 1613 | loss: 0.0311892 | val_loss: 0.031202 | Time: 3118.85 ms
[2021-03-15 00:05:18 main:574] : INFO : Epoch 1614 | loss: 0.0311898 | val_loss: 0.0311955 | Time: 3106.42 ms
[2021-03-15 00:05:21 main:574] : INFO : Epoch 1615 | loss: 0.0311884 | val_loss: 0.0311921 | Time: 3116.96 ms
[2021-03-15 00:05:24 main:574] : INFO : Epoch 1616 | loss: 0.0311886 | val_loss: 0.031195 | Time: 3112.31 ms
[2021-03-15 00:05:27 main:574] : INFO : Epoch 1617 | loss: 0.0311909 | val_loss: 0.0311963 | Time: 3099.28 ms
[2021-03-15 00:05:30 main:574] : INFO : Epoch 1618 | loss: 0.0311902 | val_loss: 0.0311924 | Time: 3111.4 ms
[2021-03-15 00:05:34 main:574] : INFO : Epoch 1619 | loss: 0.0311913 | val_loss: 0.0311944 | Time: 3132.67 ms
[2021-03-15 00:05:37 main:574] : INFO : Epoch 1620 | loss: 0.0311883 | val_loss: 0.0311934 | Time: 3107.2 ms
[2021-03-15 00:05:40 main:574] : INFO : Epoch 1621 | loss: 0.0311906 | val_loss: 0.0311954 | Time: 3107.82 ms
[2021-03-15 00:05:43 main:574] : INFO : Epoch 1622 | loss: 0.031192 | val_loss: 0.0311985 | Time: 3147.6 ms
[2021-03-15 00:05:46 main:574] : INFO : Epoch 1623 | loss: 0.0311902 | val_loss: 0.0311942 | Time: 3126 ms
[2021-03-15 00:05:49 main:574] : INFO : Epoch 1624 | loss: 0.0311887 | val_loss: 0.0311947 | Time: 3091.65 ms
[2021-03-15 00:05:53 main:574] : INFO : Epoch 1625 | loss: 0.0311897 | val_loss: 0.0311939 | Time: 3116.05 ms
[2021-03-15 00:05:56 main:574] : INFO : Epoch 1626 | loss: 0.0311886 | val_loss: 0.0311935 | Time: 3119.02 ms
[2021-03-15 00:05:59 main:574] : INFO : Epoch 1627 | loss: 0.0311885 | val_loss: 0.031194 | Time: 3123.82 ms
[2021-03-15 00:06:02 main:574] : INFO : Epoch 1628 | loss: 0.0311872 | val_loss: 0.0311932 | Time: 3128.76 ms
[2021-03-15 00:06:05 main:574] : INFO : Epoch 1629 | loss: 0.0311874 | val_loss: 0.0311944 | Time: 3112.32 ms
[2021-03-15 00:06:08 main:574] : INFO : Epoch 1630 | loss: 0.0311875 | val_loss: 0.0311959 | Time: 3130.86 ms
[2021-03-15 00:06:11 main:574] : INFO : Epoch 1631 | loss: 0.0311906 | val_loss: 0.0312028 | Time: 3125.8 ms
[2021-03-15 00:06:15 main:574] : INFO : Epoch 1632 | loss: 0.0311896 | val_loss: 0.0311958 | Time: 3117.48 ms
[2021-03-15 00:06:18 main:574] : INFO : Epoch 1633 | loss: 0.0311903 | val_loss: 0.0311944 | Time: 3134.37 ms
[2021-03-15 00:06:21 main:574] : INFO : Epoch 1634 | loss: 0.0311994 | val_loss: 0.0312018 | Time: 3104.97 ms
[2021-03-15 00:06:24 main:574] : INFO : Epoch 1635 | loss: 0.0312 | val_loss: 0.031209 | Time: 3102.02 ms
[2021-03-15 00:06:27 main:574] : INFO : Epoch 1636 | loss: 0.0311977 | val_loss: 0.0311976 | Time: 3153.99 ms
[2021-03-15 00:06:30 main:574] : INFO : Epoch 1637 | loss: 0.0311955 | val_loss: 0.0311978 | Time: 3090.59 ms
[2021-03-15 00:06:33 main:574] : INFO : Epoch 1638 | loss: 0.0311948 | val_loss: 0.0312002 | Time: 3108.46 ms
[2021-03-15 00:06:37 main:574] : INFO : Epoch 1639 | loss: 0.0311952 | val_loss: 0.0311972 | Time: 3156.44 ms
[2021-03-15 00:06:40 main:574] : INFO : Epoch 1640 | loss: 0.0311948 | val_loss: 0.0311986 | Time: 3098.32 ms
[2021-03-15 00:06:43 main:574] : INFO : Epoch 1641 | loss: 0.0311962 | val_loss: 0.0311986 | Time: 3126.12 ms
[2021-03-15 00:06:46 main:574] : INFO : Epoch 1642 | loss: 0.0311935 | val_loss: 0.0311978 | Time: 3119.79 ms
[2021-03-15 00:06:49 main:574] : INFO : Epoch 1643 | loss: 0.0311937 | val_loss: 0.031197 | Time: 3114.07 ms
[2021-03-15 00:06:52 main:574] : INFO : Epoch 1644 | loss: 0.031193 | val_loss: 0.0312004 | Time: 3106.67 ms
[2021-03-15 00:06:55 main:574] : INFO : Epoch 1645 | loss: 0.031192 | val_loss: 0.0311944 | Time: 3129.31 ms
[2021-03-15 00:06:59 main:574] : INFO : Epoch 1646 | loss: 0.0311895 | val_loss: 0.0311961 | Time: 3097.13 ms
[2021-03-15 00:07:02 main:574] : INFO : Epoch 1647 | loss: 0.0311885 | val_loss: 0.0311932 | Time: 3126.9 ms
[2021-03-15 00:07:05 main:574] : INFO : Epoch 1648 | loss: 0.0311871 | val_loss: 0.0311941 | Time: 3112.66 ms
[2021-03-15 00:07:08 main:574] : INFO : Epoch 1649 | loss: 0.0311868 | val_loss: 0.0311949 | Time: 3112.85 ms
[2021-03-15 00:07:11 main:574] : INFO : Epoch 1650 | loss: 0.031189 | val_loss: 0.0311936 | Time: 3137.13 ms
[2021-03-15 00:07:14 main:574] : INFO : Epoch 1651 | loss: 0.0311869 | val_loss: 0.0311938 | Time: 3127.69 ms
[2021-03-15 00:07:18 main:574] : INFO : Epoch 1652 | loss: 0.0311875 | val_loss: 0.0311924 | Time: 3142.03 ms
[2021-03-15 00:07:21 main:574] : INFO : Epoch 1653 | loss: 0.0311872 | val_loss: 0.0311933 | Time: 3118.69 ms
[2021-03-15 00:07:24 main:574] : INFO : Epoch 1654 | loss: 0.0311867 | val_loss: 0.0311938 | Time: 3127.94 ms
[2021-03-15 00:07:27 main:574] : INFO : Epoch 1655 | loss: 0.0311865 | val_loss: 0.0311946 | Time: 3113.43 ms
[2021-03-15 00:07:30 main:574] : INFO : Epoch 1656 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 3141.34 ms
[2021-03-15 00:07:33 main:574] : INFO : Epoch 1657 | loss: 0.0311852 | val_loss: 0.0311923 | Time: 3105.49 ms
[2021-03-15 00:07:36 main:574] : INFO : Epoch 1658 | loss: 0.0311848 | val_loss: 0.031192 | Time: 3117.17 ms
[2021-03-15 00:07:40 main:574] : INFO : Epoch 1659 | loss: 0.0311855 | val_loss: 0.0311926 | Time: 3120.62 ms
[2021-03-15 00:07:43 main:574] : INFO : Epoch 1660 | loss: 0.0311872 | val_loss: 0.0311959 | Time: 3100.41 ms
[2021-03-15 00:07:46 main:574] : INFO : Epoch 1661 | loss: 0.0311868 | val_loss: 0.0311967 | Time: 3129.19 ms
[2021-03-15 00:07:49 main:574] : INFO : Epoch 1662 | loss: 0.0311943 | val_loss: 0.031209 | Time: 3118.68 ms
[2021-03-15 00:07:52 main:574] : INFO : Epoch 1663 | loss: 0.0312126 | val_loss: 0.0312109 | Time: 3097.76 ms
[2021-03-15 00:07:55 main:574] : INFO : Epoch 1664 | loss: 0.0321252 | val_loss: 0.0371054 | Time: 3107.35 ms
[2021-03-15 00:07:58 main:574] : INFO : Epoch 1665 | loss: 0.0382928 | val_loss: 0.0325938 | Time: 3100.76 ms
[2021-03-15 00:08:01 main:574] : INFO : Epoch 1666 | loss: 0.0371828 | val_loss: 0.0356623 | Time: 3111.2 ms
[2021-03-15 00:08:05 main:574] : INFO : Epoch 1667 | loss: 0.0325817 | val_loss: 0.0318114 | Time: 3135.35 ms
[2021-03-15 00:08:08 main:574] : INFO : Epoch 1668 | loss: 0.0314256 | val_loss: 0.0313208 | Time: 3113.1 ms
[2021-03-15 00:08:11 main:574] : INFO : Epoch 1669 | loss: 0.0312683 | val_loss: 0.0312451 | Time: 3133.64 ms
[2021-03-15 00:08:14 main:574] : INFO : Epoch 1670 | loss: 0.0312396 | val_loss: 0.0312344 | Time: 3097.18 ms
[2021-03-15 00:08:17 main:574] : INFO : Epoch 1671 | loss: 0.0312317 | val_loss: 0.0312304 | Time: 3099.85 ms
[2021-03-15 00:08:20 main:574] : INFO : Epoch 1672 | loss: 0.0312283 | val_loss: 0.0312278 | Time: 3115.91 ms
[2021-03-15 00:08:23 main:574] : INFO : Epoch 1673 | loss: 0.0312259 | val_loss: 0.0312254 | Time: 3091.9 ms
[2021-03-15 00:08:27 main:574] : INFO : Epoch 1674 | loss: 0.0312235 | val_loss: 0.0312235 | Time: 3113.36 ms
[2021-03-15 00:08:30 main:574] : INFO : Epoch 1675 | loss: 0.0312216 | val_loss: 0.0312216 | Time: 3111.95 ms
[2021-03-15 00:08:33 main:574] : INFO : Epoch 1676 | loss: 0.0312196 | val_loss: 0.0312196 | Time: 3138.83 ms
[2021-03-15 00:08:36 main:574] : INFO : Epoch 1677 | loss: 0.031218 | val_loss: 0.0312182 | Time: 3105.02 ms
[2021-03-15 00:08:39 main:574] : INFO : Epoch 1678 | loss: 0.0312165 | val_loss: 0.031217 | Time: 3101.71 ms
[2021-03-15 00:08:42 main:574] : INFO : Epoch 1679 | loss: 0.0312155 | val_loss: 0.0312164 | Time: 3106.24 ms
[2021-03-15 00:08:46 main:574] : INFO : Epoch 1680 | loss: 0.0312142 | val_loss: 0.0312155 | Time: 3143.48 ms
[2021-03-15 00:08:49 main:574] : INFO : Epoch 1681 | loss: 0.0312127 | val_loss: 0.0312138 | Time: 3096 ms
[2021-03-15 00:08:52 main:574] : INFO : Epoch 1682 | loss: 0.0312117 | val_loss: 0.0312128 | Time: 3139.74 ms
[2021-03-15 00:08:55 main:574] : INFO : Epoch 1683 | loss: 0.0312108 | val_loss: 0.031212 | Time: 3118.42 ms
[2021-03-15 00:08:58 main:574] : INFO : Epoch 1684 | loss: 0.0312107 | val_loss: 0.0312117 | Time: 3124.5 ms
[2021-03-15 00:09:01 main:574] : INFO : Epoch 1685 | loss: 0.0312103 | val_loss: 0.0312113 | Time: 3124.12 ms
[2021-03-15 00:09:05 main:574] : INFO : Epoch 1686 | loss: 0.0312106 | val_loss: 0.0312112 | Time: 3139.8 ms
[2021-03-15 00:09:08 main:574] : INFO : Epoch 1687 | loss: 0.0312103 | val_loss: 0.0312107 | Time: 3106.51 ms
[2021-03-15 00:09:11 main:574] : INFO : Epoch 1688 | loss: 0.0312098 | val_loss: 0.0312111 | Time: 3109.22 ms
[2021-03-15 00:09:14 main:574] : INFO : Epoch 1689 | loss: 0.0312098 | val_loss: 0.0312104 | Time: 3141.24 ms
[2021-03-15 00:09:17 main:574] : INFO : Epoch 1690 | loss: 0.0312087 | val_loss: 0.0312105 | Time: 3132.79 ms
[2021-03-15 00:09:20 main:574] : INFO : Epoch 1691 | loss: 0.0312086 | val_loss: 0.03121 | Time: 3125.78 ms
[2021-03-15 00:09:23 main:574] : INFO : Epoch 1692 | loss: 0.0312082 | val_loss: 0.0312098 | Time: 3110.87 ms
[2021-03-15 00:09:27 main:574] : INFO : Epoch 1693 | loss: 0.0312081 | val_loss: 0.0312099 | Time: 3128.5 ms
[2021-03-15 00:09:30 main:574] : INFO : Epoch 1694 | loss: 0.0312076 | val_loss: 0.0312101 | Time: 3127.34 ms
[2021-03-15 00:09:33 main:574] : INFO : Epoch 1695 | loss: 0.0312076 | val_loss: 0.0312097 | Time: 3152.95 ms
[2021-03-15 00:09:36 main:574] : INFO : Epoch 1696 | loss: 0.0312075 | val_loss: 0.0312102 | Time: 3129.36 ms
[2021-03-15 00:09:39 main:574] : INFO : Epoch 1697 | loss: 0.0312073 | val_loss: 0.031211 | Time: 3118.11 ms
[2021-03-15 00:09:42 main:574] : INFO : Epoch 1698 | loss: 0.0312078 | val_loss: 0.0312099 | Time: 3102.01 ms
[2021-03-15 00:09:46 main:574] : INFO : Epoch 1699 | loss: 0.0312068 | val_loss: 0.0312094 | Time: 3116.03 ms
[2021-03-15 00:09:49 main:574] : INFO : Epoch 1700 | loss: 0.0312068 | val_loss: 0.0312125 | Time: 3132.37 ms
[2021-03-15 00:09:52 main:574] : INFO : Epoch 1701 | loss: 0.0312075 | val_loss: 0.0312096 | Time: 3104.42 ms
[2021-03-15 00:09:55 main:574] : INFO : Epoch 1702 | loss: 0.0312062 | val_loss: 0.0312092 | Time: 3145.97 ms
[2021-03-15 00:09:58 main:574] : INFO : Epoch 1703 | loss: 0.0312061 | val_loss: 0.0312094 | Time: 3122.6 ms
[2021-03-15 00:10:01 main:574] : INFO : Epoch 1704 | loss: 0.0312061 | val_loss: 0.0312093 | Time: 3145.19 ms
[2021-03-15 00:10:05 main:574] : INFO : Epoch 1705 | loss: 0.0312062 | val_loss: 0.0312096 | Time: 3126.82 ms
[2021-03-15 00:10:08 main:574] : INFO : Epoch 1706 | loss: 0.0312067 | val_loss: 0.0312089 | Time: 3115 ms
[2021-03-15 00:10:11 main:574] : INFO : Epoch 1707 | loss: 0.0312069 | val_loss: 0.0312094 | Time: 3124.28 ms
[2021-03-15 00:10:14 main:574] : INFO : Epoch 1708 | loss: 0.0312062 | val_loss: 0.0312084 | Time: 3098.24 ms
[2021-03-15 00:10:17 main:574] : INFO : Epoch 1709 | loss: 0.0312059 | val_loss: 0.0312099 | Time: 3135.67 ms
[2021-03-15 00:10:20 main:574] : INFO : Epoch 1710 | loss: 0.031206 | val_loss: 0.0312084 | Time: 3117.22 ms
[2021-03-15 00:10:23 main:574] : INFO : Epoch 1711 | loss: 0.0312057 | val_loss: 0.031208 | Time: 3116.07 ms
[2021-03-15 00:10:27 main:574] : INFO : Epoch 1712 | loss: 0.0312052 | val_loss: 0.0312089 | Time: 3101.19 ms
[2021-03-15 00:10:30 main:574] : INFO : Epoch 1713 | loss: 0.0312055 | val_loss: 0.0312078 | Time: 3118.48 ms
[2021-03-15 00:10:33 main:574] : INFO : Epoch 1714 | loss: 0.0312052 | val_loss: 0.0312082 | Time: 3159.93 ms
[2021-03-15 00:10:36 main:574] : INFO : Epoch 1715 | loss: 0.0312058 | val_loss: 0.0312075 | Time: 3118.87 ms
[2021-03-15 00:10:39 main:574] : INFO : Epoch 1716 | loss: 0.0312049 | val_loss: 0.0312074 | Time: 3120.22 ms
[2021-03-15 00:10:42 main:574] : INFO : Epoch 1717 | loss: 0.0312051 | val_loss: 0.0312076 | Time: 3131.23 ms
[2021-03-15 00:10:45 main:574] : INFO : Epoch 1718 | loss: 0.0312057 | val_loss: 0.0312082 | Time: 3114.25 ms
[2021-03-15 00:10:49 main:574] : INFO : Epoch 1719 | loss: 0.0312054 | val_loss: 0.031207 | Time: 3123.06 ms
[2021-03-15 00:10:52 main:574] : INFO : Epoch 1720 | loss: 0.0312051 | val_loss: 0.0312072 | Time: 3122.48 ms
[2021-03-15 00:10:55 main:574] : INFO : Epoch 1721 | loss: 0.0312045 | val_loss: 0.0312066 | Time: 3125.38 ms
[2021-03-15 00:10:58 main:574] : INFO : Epoch 1722 | loss: 0.0312046 | val_loss: 0.0312068 | Time: 3107.85 ms
[2021-03-15 00:11:01 main:574] : INFO : Epoch 1723 | loss: 0.0312044 | val_loss: 0.0312071 | Time: 3116.05 ms
[2021-03-15 00:11:04 main:574] : INFO : Epoch 1724 | loss: 0.0312046 | val_loss: 0.0312069 | Time: 3120.79 ms
[2021-03-15 00:11:08 main:574] : INFO : Epoch 1725 | loss: 0.0312043 | val_loss: 0.0312066 | Time: 3116.84 ms
[2021-03-15 00:11:11 main:574] : INFO : Epoch 1726 | loss: 0.0312049 | val_loss: 0.031208 | Time: 3121.49 ms
[2021-03-15 00:11:14 main:574] : INFO : Epoch 1727 | loss: 0.0312058 | val_loss: 0.0312071 | Time: 3102.58 ms
[2021-03-15 00:11:17 main:574] : INFO : Epoch 1728 | loss: 0.031205 | val_loss: 0.0312062 | Time: 3118.2 ms
[2021-03-15 00:11:20 main:574] : INFO : Epoch 1729 | loss: 0.0312063 | val_loss: 0.031208 | Time: 3122.31 ms
[2021-03-15 00:11:23 main:574] : INFO : Epoch 1730 | loss: 0.0312047 | val_loss: 0.0312075 | Time: 3108.55 ms
[2021-03-15 00:11:26 main:574] : INFO : Epoch 1731 | loss: 0.0312041 | val_loss: 0.0312064 | Time: 3138.46 ms
[2021-03-15 00:11:30 main:574] : INFO : Epoch 1732 | loss: 0.0312036 | val_loss: 0.031205 | Time: 3117.13 ms
[2021-03-15 00:11:33 main:574] : INFO : Epoch 1733 | loss: 0.0312034 | val_loss: 0.0312053 | Time: 3116.99 ms
[2021-03-15 00:11:36 main:574] : INFO : Epoch 1734 | loss: 0.0312036 | val_loss: 0.0312064 | Time: 3155.82 ms
[2021-03-15 00:11:39 main:574] : INFO : Epoch 1735 | loss: 0.0312035 | val_loss: 0.031205 | Time: 3108.16 ms
[2021-03-15 00:11:42 main:574] : INFO : Epoch 1736 | loss: 0.0312031 | val_loss: 0.0312056 | Time: 3132.18 ms
[2021-03-15 00:11:45 main:574] : INFO : Epoch 1737 | loss: 0.0312031 | val_loss: 0.0312044 | Time: 3117.39 ms
[2021-03-15 00:11:49 main:574] : INFO : Epoch 1738 | loss: 0.0312029 | val_loss: 0.0312047 | Time: 3114.9 ms
[2021-03-15 00:11:52 main:574] : INFO : Epoch 1739 | loss: 0.0312026 | val_loss: 0.0312057 | Time: 3135.51 ms
[2021-03-15 00:11:55 main:574] : INFO : Epoch 1740 | loss: 0.0312026 | val_loss: 0.0312048 | Time: 3119.39 ms
[2021-03-15 00:11:58 main:574] : INFO : Epoch 1741 | loss: 0.0312023 | val_loss: 0.0312041 | Time: 3113.85 ms
[2021-03-15 00:12:01 main:574] : INFO : Epoch 1742 | loss: 0.0312021 | val_loss: 0.031204 | Time: 3134.03 ms
[2021-03-15 00:12:04 main:574] : INFO : Epoch 1743 | loss: 0.031202 | val_loss: 0.0312059 | Time: 3116.92 ms
[2021-03-15 00:12:07 main:574] : INFO : Epoch 1744 | loss: 0.0312033 | val_loss: 0.0312038 | Time: 3137.94 ms
[2021-03-15 00:12:11 main:574] : INFO : Epoch 1745 | loss: 0.0312019 | val_loss: 0.031204 | Time: 3117.71 ms
[2021-03-15 00:12:14 main:574] : INFO : Epoch 1746 | loss: 0.0312017 | val_loss: 0.0312052 | Time: 3117.99 ms
[2021-03-15 00:12:17 main:574] : INFO : Epoch 1747 | loss: 0.0312024 | val_loss: 0.0312054 | Time: 3080.57 ms
[2021-03-15 00:12:20 main:574] : INFO : Epoch 1748 | loss: 0.0312022 | val_loss: 0.031204 | Time: 3139.15 ms
[2021-03-15 00:12:23 main:574] : INFO : Epoch 1749 | loss: 0.0312022 | val_loss: 0.0312053 | Time: 3117.35 ms
[2021-03-15 00:12:26 main:574] : INFO : Epoch 1750 | loss: 0.0312023 | val_loss: 0.0312058 | Time: 3120.12 ms
[2021-03-15 00:12:29 main:574] : INFO : Epoch 1751 | loss: 0.0312023 | val_loss: 0.0312049 | Time: 3089.93 ms
[2021-03-15 00:12:33 main:574] : INFO : Epoch 1752 | loss: 0.031203 | val_loss: 0.0312044 | Time: 3104.83 ms
[2021-03-15 00:12:36 main:574] : INFO : Epoch 1753 | loss: 0.0312017 | val_loss: 0.0312047 | Time: 3129.15 ms
[2021-03-15 00:12:39 main:574] : INFO : Epoch 1754 | loss: 0.0312017 | val_loss: 0.0312038 | Time: 3120.9 ms
[2021-03-15 00:12:42 main:574] : INFO : Epoch 1755 | loss: 0.0312009 | val_loss: 0.0312038 | Time: 3085.42 ms
[2021-03-15 00:12:45 main:574] : INFO : Epoch 1756 | loss: 0.0312011 | val_loss: 0.0312038 | Time: 3139.47 ms
[2021-03-15 00:12:48 main:574] : INFO : Epoch 1757 | loss: 0.0312018 | val_loss: 0.0312037 | Time: 3125.14 ms
[2021-03-15 00:12:52 main:574] : INFO : Epoch 1758 | loss: 0.031201 | val_loss: 0.0312035 | Time: 3118.12 ms
[2021-03-15 00:12:55 main:574] : INFO : Epoch 1759 | loss: 0.031202 | val_loss: 0.0312046 | Time: 3104.1 ms
[2021-03-15 00:12:58 main:574] : INFO : Epoch 1760 | loss: 0.031202 | val_loss: 0.0312031 | Time: 3092.32 ms
[2021-03-15 00:13:01 main:574] : INFO : Epoch 1761 | loss: 0.0312007 | val_loss: 0.0312044 | Time: 3098.81 ms
[2021-03-15 00:13:04 main:574] : INFO : Epoch 1762 | loss: 0.031201 | val_loss: 0.0312034 | Time: 3133.83 ms
[2021-03-15 00:13:07 main:574] : INFO : Epoch 1763 | loss: 0.0312007 | val_loss: 0.0312034 | Time: 3126.87 ms
[2021-03-15 00:13:10 main:574] : INFO : Epoch 1764 | loss: 0.0312005 | val_loss: 0.0312036 | Time: 3133.1 ms
[2021-03-15 00:13:14 main:574] : INFO : Epoch 1765 | loss: 0.0312008 | val_loss: 0.0312038 | Time: 3106.35 ms
[2021-03-15 00:13:17 main:574] : INFO : Epoch 1766 | loss: 0.0312004 | val_loss: 0.0312053 | Time: 3097.35 ms
[2021-03-15 00:13:20 main:574] : INFO : Epoch 1767 | loss: 0.0312005 | val_loss: 0.0312062 | Time: 3138.5 ms
[2021-03-15 00:13:23 main:574] : INFO : Epoch 1768 | loss: 0.0312005 | val_loss: 0.0312047 | Time: 3105.08 ms
[2021-03-15 00:13:26 main:574] : INFO : Epoch 1769 | loss: 0.0312007 | val_loss: 0.0312043 | Time: 3144.83 ms
[2021-03-15 00:13:29 main:574] : INFO : Epoch 1770 | loss: 0.0312007 | val_loss: 0.0312041 | Time: 3111.53 ms
[2021-03-15 00:13:32 main:574] : INFO : Epoch 1771 | loss: 0.0312012 | val_loss: 0.0312039 | Time: 3113.95 ms
[2021-03-15 00:13:36 main:574] : INFO : Epoch 1772 | loss: 0.0312016 | val_loss: 0.031205 | Time: 3119.21 ms
[2021-03-15 00:13:39 main:574] : INFO : Epoch 1773 | loss: 0.0312007 | val_loss: 0.0312031 | Time: 3141.99 ms
[2021-03-15 00:13:42 main:574] : INFO : Epoch 1774 | loss: 0.0312018 | val_loss: 0.0312026 | Time: 3111.22 ms
[2021-03-15 00:13:45 main:574] : INFO : Epoch 1775 | loss: 0.0312002 | val_loss: 0.031205 | Time: 3113.84 ms
[2021-03-15 00:13:48 main:574] : INFO : Epoch 1776 | loss: 0.0312005 | val_loss: 0.0312029 | Time: 3120.63 ms
[2021-03-15 00:13:51 main:574] : INFO : Epoch 1777 | loss: 0.0312002 | val_loss: 0.0312043 | Time: 3110.1 ms
[2021-03-15 00:13:55 main:574] : INFO : Epoch 1778 | loss: 0.0311996 | val_loss: 0.0312041 | Time: 3122.85 ms
[2021-03-15 00:13:58 main:574] : INFO : Epoch 1779 | loss: 0.0311997 | val_loss: 0.0312021 | Time: 3116.64 ms
[2021-03-15 00:14:01 main:574] : INFO : Epoch 1780 | loss: 0.0312027 | val_loss: 0.0312025 | Time: 3115.05 ms
[2021-03-15 00:14:04 main:574] : INFO : Epoch 1781 | loss: 0.0312023 | val_loss: 0.0312056 | Time: 3119.17 ms
[2021-03-15 00:14:07 main:574] : INFO : Epoch 1782 | loss: 0.0312004 | val_loss: 0.0312022 | Time: 3117.26 ms
[2021-03-15 00:14:10 main:574] : INFO : Epoch 1783 | loss: 0.0311995 | val_loss: 0.0312031 | Time: 3154.77 ms
[2021-03-15 00:14:13 main:574] : INFO : Epoch 1784 | loss: 0.0311997 | val_loss: 0.0312023 | Time: 3121.91 ms
[2021-03-15 00:14:17 main:574] : INFO : Epoch 1785 | loss: 0.0311991 | val_loss: 0.0312025 | Time: 3117.41 ms
[2021-03-15 00:14:20 main:574] : INFO : Epoch 1786 | loss: 0.0311997 | val_loss: 0.0312051 | Time: 3143.44 ms
[2021-03-15 00:14:23 main:574] : INFO : Epoch 1787 | loss: 0.0311997 | val_loss: 0.0312025 | Time: 3140.35 ms
[2021-03-15 00:14:26 main:574] : INFO : Epoch 1788 | loss: 0.0312018 | val_loss: 0.0312085 | Time: 3115.98 ms
[2021-03-15 00:14:29 main:574] : INFO : Epoch 1789 | loss: 0.0311999 | val_loss: 0.0312019 | Time: 3107.6 ms
[2021-03-15 00:14:32 main:574] : INFO : Epoch 1790 | loss: 0.0311991 | val_loss: 0.0312019 | Time: 3106.69 ms
[2021-03-15 00:14:35 main:574] : INFO : Epoch 1791 | loss: 0.0312001 | val_loss: 0.0312039 | Time: 3097.96 ms
[2021-03-15 00:14:39 main:574] : INFO : Epoch 1792 | loss: 0.0312015 | val_loss: 0.0312031 | Time: 3137.5 ms
[2021-03-15 00:14:42 main:574] : INFO : Epoch 1793 | loss: 0.0311987 | val_loss: 0.0312015 | Time: 3105.3 ms
[2021-03-15 00:14:45 main:574] : INFO : Epoch 1794 | loss: 0.0311994 | val_loss: 0.031202 | Time: 3117.1 ms
[2021-03-15 00:14:48 main:574] : INFO : Epoch 1795 | loss: 0.0311987 | val_loss: 0.0312014 | Time: 3130.69 ms
[2021-03-15 00:14:51 main:574] : INFO : Epoch 1796 | loss: 0.0311991 | val_loss: 0.0312018 | Time: 3146.32 ms
[2021-03-15 00:14:54 main:574] : INFO : Epoch 1797 | loss: 0.0311989 | val_loss: 0.0312026 | Time: 3107.79 ms
[2021-03-15 00:14:58 main:574] : INFO : Epoch 1798 | loss: 0.0312002 | val_loss: 0.0312026 | Time: 3116.25 ms
[2021-03-15 00:15:01 main:574] : INFO : Epoch 1799 | loss: 0.0312014 | val_loss: 0.0312009 | Time: 3115.93 ms
[2021-03-15 00:15:04 main:574] : INFO : Epoch 1800 | loss: 0.0311992 | val_loss: 0.031203 | Time: 3107.56 ms
[2021-03-15 00:15:07 main:574] : INFO : Epoch 1801 | loss: 0.0312002 | val_loss: 0.0312013 | Time: 3138.06 ms
[2021-03-15 00:15:10 main:574] : INFO : Epoch 1802 | loss: 0.0312005 | val_loss: 0.0312041 | Time: 3121.13 ms
[2021-03-15 00:15:13 main:574] : INFO : Epoch 1803 | loss: 0.0312006 | val_loss: 0.0312079 | Time: 3129.65 ms
[2021-03-15 00:15:16 main:574] : INFO : Epoch 1804 | loss: 0.0312006 | val_loss: 0.0312012 | Time: 3118.03 ms
[2021-03-15 00:15:20 main:574] : INFO : Epoch 1805 | loss: 0.0311991 | val_loss: 0.0312009 | Time: 3126.77 ms
[2021-03-15 00:15:23 main:574] : INFO : Epoch 1806 | loss: 0.0311989 | val_loss: 0.0312019 | Time: 3101.47 ms
[2021-03-15 00:15:26 main:574] : INFO : Epoch 1807 | loss: 0.0311982 | val_loss: 0.0312004 | Time: 3102.49 ms
[2021-03-15 00:15:29 main:574] : INFO : Epoch 1808 | loss: 0.0311974 | val_loss: 0.0312025 | Time: 3138.62 ms
[2021-03-15 00:15:32 main:574] : INFO : Epoch 1809 | loss: 0.031199 | val_loss: 0.0312036 | Time: 3163.72 ms
[2021-03-15 00:15:35 main:574] : INFO : Epoch 1810 | loss: 0.0311985 | val_loss: 0.0312042 | Time: 3123.28 ms
[2021-03-15 00:15:39 main:574] : INFO : Epoch 1811 | loss: 0.0311977 | val_loss: 0.0312015 | Time: 3122.54 ms
[2021-03-15 00:15:42 main:574] : INFO : Epoch 1812 | loss: 0.0311985 | val_loss: 0.0312043 | Time: 3133.16 ms
[2021-03-15 00:15:45 main:574] : INFO : Epoch 1813 | loss: 0.0311977 | val_loss: 0.0312013 | Time: 3120.05 ms
[2021-03-15 00:15:48 main:574] : INFO : Epoch 1814 | loss: 0.0311979 | val_loss: 0.0312005 | Time: 3130.88 ms
[2021-03-15 00:15:51 main:574] : INFO : Epoch 1815 | loss: 0.0311976 | val_loss: 0.0311994 | Time: 3170.68 ms
[2021-03-15 00:15:54 main:574] : INFO : Epoch 1816 | loss: 0.031197 | val_loss: 0.0311999 | Time: 3132.79 ms
[2021-03-15 00:15:58 main:574] : INFO : Epoch 1817 | loss: 0.0311967 | val_loss: 0.0312024 | Time: 3143.13 ms
[2021-03-15 00:16:01 main:574] : INFO : Epoch 1818 | loss: 0.0312021 | val_loss: 0.0312016 | Time: 3135.69 ms
[2021-03-15 00:16:04 main:574] : INFO : Epoch 1819 | loss: 0.0311988 | val_loss: 0.0311989 | Time: 3147.81 ms
[2021-03-15 00:16:07 main:574] : INFO : Epoch 1820 | loss: 0.0311968 | val_loss: 0.0311992 | Time: 3140.18 ms
[2021-03-15 00:16:10 main:574] : INFO : Epoch 1821 | loss: 0.0311977 | val_loss: 0.0312017 | Time: 3127.5 ms
[2021-03-15 00:16:13 main:574] : INFO : Epoch 1822 | loss: 0.0311967 | val_loss: 0.0311996 | Time: 3133.88 ms
[2021-03-15 00:16:17 main:574] : INFO : Epoch 1823 | loss: 0.0311965 | val_loss: 0.0311989 | Time: 3132.52 ms
[2021-03-15 00:16:20 main:574] : INFO : Epoch 1824 | loss: 0.0311971 | val_loss: 0.0311999 | Time: 3109.18 ms
[2021-03-15 00:16:23 main:574] : INFO : Epoch 1825 | loss: 0.0311971 | val_loss: 0.0312003 | Time: 3108.37 ms
[2021-03-15 00:16:26 main:574] : INFO : Epoch 1826 | loss: 0.031197 | val_loss: 0.0312041 | Time: 3128.66 ms
[2021-03-15 00:16:29 main:574] : INFO : Epoch 1827 | loss: 0.0311969 | val_loss: 0.0311988 | Time: 3132.99 ms
[2021-03-15 00:16:32 main:574] : INFO : Epoch 1828 | loss: 0.0311958 | val_loss: 0.0312004 | Time: 3139.14 ms
[2021-03-15 00:16:35 main:574] : INFO : Epoch 1829 | loss: 0.0311963 | val_loss: 0.0311999 | Time: 3146.74 ms
[2021-03-15 00:16:39 main:574] : INFO : Epoch 1830 | loss: 0.0311965 | val_loss: 0.0312003 | Time: 3126.07 ms
[2021-03-15 00:16:42 main:574] : INFO : Epoch 1831 | loss: 0.0311971 | val_loss: 0.0312025 | Time: 3116.44 ms
[2021-03-15 00:16:45 main:574] : INFO : Epoch 1832 | loss: 0.0311964 | val_loss: 0.031199 | Time: 3139.63 ms
[2021-03-15 00:16:48 main:574] : INFO : Epoch 1833 | loss: 0.031196 | val_loss: 0.0311996 | Time: 3137.04 ms
[2021-03-15 00:16:51 main:574] : INFO : Epoch 1834 | loss: 0.0311956 | val_loss: 0.0311989 | Time: 3120.21 ms
[2021-03-15 00:16:54 main:574] : INFO : Epoch 1835 | loss: 0.0311961 | val_loss: 0.0311996 | Time: 3107.43 ms
[2021-03-15 00:16:58 main:574] : INFO : Epoch 1836 | loss: 0.0311957 | val_loss: 0.031199 | Time: 3158.79 ms
[2021-03-15 00:17:01 main:574] : INFO : Epoch 1837 | loss: 0.0311948 | val_loss: 0.0311989 | Time: 3106.05 ms
[2021-03-15 00:17:04 main:574] : INFO : Epoch 1838 | loss: 0.0311947 | val_loss: 0.0312012 | Time: 3116.42 ms
[2021-03-15 00:17:07 main:574] : INFO : Epoch 1839 | loss: 0.0311963 | val_loss: 0.0312031 | Time: 3114.14 ms
[2021-03-15 00:17:10 main:574] : INFO : Epoch 1840 | loss: 0.0311964 | val_loss: 0.0312009 | Time: 3134.82 ms
[2021-03-15 00:17:13 main:574] : INFO : Epoch 1841 | loss: 0.0311962 | val_loss: 0.0311988 | Time: 3118.26 ms
[2021-03-15 00:17:17 main:574] : INFO : Epoch 1842 | loss: 0.0311951 | val_loss: 0.0311985 | Time: 3117.27 ms
[2021-03-15 00:17:20 main:574] : INFO : Epoch 1843 | loss: 0.0311943 | val_loss: 0.031199 | Time: 3106.25 ms
[2021-03-15 00:17:23 main:574] : INFO : Epoch 1844 | loss: 0.0311949 | val_loss: 0.0311982 | Time: 3128.17 ms
[2021-03-15 00:17:26 main:574] : INFO : Epoch 1845 | loss: 0.0311955 | val_loss: 0.0311999 | Time: 3107.9 ms
[2021-03-15 00:17:29 main:574] : INFO : Epoch 1846 | loss: 0.0311955 | val_loss: 0.0311988 | Time: 3112.8 ms
[2021-03-15 00:17:32 main:574] : INFO : Epoch 1847 | loss: 0.0311945 | val_loss: 0.0311994 | Time: 3117.67 ms
[2021-03-15 00:17:35 main:574] : INFO : Epoch 1848 | loss: 0.0311948 | val_loss: 0.0311983 | Time: 3125.07 ms
[2021-03-15 00:17:39 main:574] : INFO : Epoch 1849 | loss: 0.0311957 | val_loss: 0.0312002 | Time: 3112.77 ms
[2021-03-15 00:17:42 main:574] : INFO : Epoch 1850 | loss: 0.031194 | val_loss: 0.0311978 | Time: 3108.02 ms
[2021-03-15 00:17:45 main:574] : INFO : Epoch 1851 | loss: 0.0311944 | val_loss: 0.0311982 | Time: 3122.93 ms
[2021-03-15 00:17:48 main:574] : INFO : Epoch 1852 | loss: 0.0311949 | val_loss: 0.0311988 | Time: 3109.16 ms
[2021-03-15 00:17:51 main:574] : INFO : Epoch 1853 | loss: 0.0311941 | val_loss: 0.0311978 | Time: 3096.86 ms
[2021-03-15 00:17:54 main:574] : INFO : Epoch 1854 | loss: 0.0311947 | val_loss: 0.0311986 | Time: 3115.46 ms
[2021-03-15 00:17:57 main:574] : INFO : Epoch 1855 | loss: 0.0311945 | val_loss: 0.0311994 | Time: 3139 ms
[2021-03-15 00:18:01 main:574] : INFO : Epoch 1856 | loss: 0.0311944 | val_loss: 0.0311997 | Time: 3100.77 ms
[2021-03-15 00:18:04 main:574] : INFO : Epoch 1857 | loss: 0.0311954 | val_loss: 0.0311994 | Time: 3104.8 ms
[2021-03-15 00:18:07 main:574] : INFO : Epoch 1858 | loss: 0.0311954 | val_loss: 0.0312002 | Time: 3111.12 ms
[2021-03-15 00:18:10 main:574] : INFO : Epoch 1859 | loss: 0.0311953 | val_loss: 0.0312009 | Time: 3121.12 ms
[2021-03-15 00:18:13 main:574] : INFO : Epoch 1860 | loss: 0.0311987 | val_loss: 0.0312041 | Time: 3139.15 ms
[2021-03-15 00:18:16 main:574] : INFO : Epoch 1861 | loss: 0.0311975 | val_loss: 0.031199 | Time: 3128.21 ms
[2021-03-15 00:18:20 main:574] : INFO : Epoch 1862 | loss: 0.0311935 | val_loss: 0.0311976 | Time: 3141.89 ms
[2021-03-15 00:18:23 main:574] : INFO : Epoch 1863 | loss: 0.0311931 | val_loss: 0.0312033 | Time: 3130.12 ms
[2021-03-15 00:18:26 main:574] : INFO : Epoch 1864 | loss: 0.031195 | val_loss: 0.0311967 | Time: 3122.08 ms
[2021-03-15 00:18:29 main:574] : INFO : Epoch 1865 | loss: 0.0311931 | val_loss: 0.0311966 | Time: 3127.74 ms
[2021-03-15 00:18:32 main:574] : INFO : Epoch 1866 | loss: 0.0311925 | val_loss: 0.0311966 | Time: 3132.36 ms
[2021-03-15 00:18:35 main:574] : INFO : Epoch 1867 | loss: 0.0311921 | val_loss: 0.0311984 | Time: 3103.63 ms
[2021-03-15 00:18:38 main:574] : INFO : Epoch 1868 | loss: 0.0311951 | val_loss: 0.0311976 | Time: 3113.13 ms
[2021-03-15 00:18:42 main:574] : INFO : Epoch 1869 | loss: 0.0311955 | val_loss: 0.0311984 | Time: 3137.69 ms
[2021-03-15 00:18:45 main:574] : INFO : Epoch 1870 | loss: 0.0311942 | val_loss: 0.0311973 | Time: 3099.41 ms
[2021-03-15 00:18:48 main:574] : INFO : Epoch 1871 | loss: 0.0311954 | val_loss: 0.0311978 | Time: 3147.16 ms
[2021-03-15 00:18:51 main:574] : INFO : Epoch 1872 | loss: 0.0311946 | val_loss: 0.0312003 | Time: 3091.5 ms
[2021-03-15 00:18:54 main:574] : INFO : Epoch 1873 | loss: 0.0311955 | val_loss: 0.0311975 | Time: 3121.31 ms
[2021-03-15 00:18:57 main:574] : INFO : Epoch 1874 | loss: 0.0311961 | val_loss: 0.0311967 | Time: 3126.07 ms
[2021-03-15 00:19:00 main:574] : INFO : Epoch 1875 | loss: 0.0311934 | val_loss: 0.0311968 | Time: 3131.69 ms
[2021-03-15 00:19:04 main:574] : INFO : Epoch 1876 | loss: 0.0311938 | val_loss: 0.0311986 | Time: 3119.57 ms
[2021-03-15 00:19:07 main:574] : INFO : Epoch 1877 | loss: 0.0311926 | val_loss: 0.0311953 | Time: 3161.06 ms
[2021-03-15 00:19:10 main:574] : INFO : Epoch 1878 | loss: 0.0311907 | val_loss: 0.0311952 | Time: 3116.83 ms
[2021-03-15 00:19:13 main:574] : INFO : Epoch 1879 | loss: 0.0311924 | val_loss: 0.0311967 | Time: 3125.89 ms
[2021-03-15 00:19:16 main:574] : INFO : Epoch 1880 | loss: 0.0311937 | val_loss: 0.0311955 | Time: 3123.06 ms
[2021-03-15 00:19:19 main:574] : INFO : Epoch 1881 | loss: 0.0311937 | val_loss: 0.0311963 | Time: 3098.37 ms
[2021-03-15 00:19:23 main:574] : INFO : Epoch 1882 | loss: 0.0311922 | val_loss: 0.0311978 | Time: 3102.79 ms
[2021-03-15 00:19:26 main:574] : INFO : Epoch 1883 | loss: 0.0311937 | val_loss: 0.0311951 | Time: 3116.03 ms
[2021-03-15 00:19:29 main:574] : INFO : Epoch 1884 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 3118.62 ms
[2021-03-15 00:19:32 main:574] : INFO : Epoch 1885 | loss: 0.0311955 | val_loss: 0.0311942 | Time: 3125.99 ms
[2021-03-15 00:19:35 main:574] : INFO : Epoch 1886 | loss: 0.0311909 | val_loss: 0.0311937 | Time: 3113.15 ms
[2021-03-15 00:19:38 main:574] : INFO : Epoch 1887 | loss: 0.0311895 | val_loss: 0.0311936 | Time: 3119.31 ms
[2021-03-15 00:19:42 main:574] : INFO : Epoch 1888 | loss: 0.0311899 | val_loss: 0.0312 | Time: 3125.77 ms
[2021-03-15 00:19:45 main:574] : INFO : Epoch 1889 | loss: 0.031192 | val_loss: 0.0311937 | Time: 3105.75 ms
[2021-03-15 00:19:48 main:574] : INFO : Epoch 1890 | loss: 0.0311915 | val_loss: 0.0311951 | Time: 3112.46 ms
[2021-03-15 00:19:51 main:574] : INFO : Epoch 1891 | loss: 0.0311921 | val_loss: 0.0311956 | Time: 3123.4 ms
[2021-03-15 00:19:54 main:574] : INFO : Epoch 1892 | loss: 0.031191 | val_loss: 0.0311936 | Time: 3094.53 ms
[2021-03-15 00:19:57 main:574] : INFO : Epoch 1893 | loss: 0.0311901 | val_loss: 0.031194 | Time: 3109.34 ms
[2021-03-15 00:20:00 main:574] : INFO : Epoch 1894 | loss: 0.0311907 | val_loss: 0.0311944 | Time: 3150.36 ms
[2021-03-15 00:20:04 main:574] : INFO : Epoch 1895 | loss: 0.0311885 | val_loss: 0.0311928 | Time: 3097.51 ms
[2021-03-15 00:20:07 main:574] : INFO : Epoch 1896 | loss: 0.031189 | val_loss: 0.0311952 | Time: 3113.91 ms
[2021-03-15 00:20:10 main:574] : INFO : Epoch 1897 | loss: 0.0311908 | val_loss: 0.0311931 | Time: 3101.55 ms
[2021-03-15 00:20:13 main:574] : INFO : Epoch 1898 | loss: 0.0311901 | val_loss: 0.0311939 | Time: 3149.81 ms
[2021-03-15 00:20:16 main:574] : INFO : Epoch 1899 | loss: 0.0311889 | val_loss: 0.0311931 | Time: 3143.75 ms
[2021-03-15 00:20:19 main:574] : INFO : Epoch 1900 | loss: 0.0311906 | val_loss: 0.0311927 | Time: 3118 ms
[2021-03-15 00:20:23 main:574] : INFO : Epoch 1901 | loss: 0.0311891 | val_loss: 0.0311971 | Time: 3143.4 ms
[2021-03-15 00:20:26 main:574] : INFO : Epoch 1902 | loss: 0.0311903 | val_loss: 0.0311933 | Time: 3098.86 ms
[2021-03-15 00:20:29 main:574] : INFO : Epoch 1903 | loss: 0.0311899 | val_loss: 0.0311943 | Time: 3134.39 ms
[2021-03-15 00:20:32 main:574] : INFO : Epoch 1904 | loss: 0.0311881 | val_loss: 0.0311944 | Time: 3114.24 ms
[2021-03-15 00:20:35 main:574] : INFO : Epoch 1905 | loss: 0.0311887 | val_loss: 0.0311941 | Time: 3114.8 ms
[2021-03-15 00:20:38 main:574] : INFO : Epoch 1906 | loss: 0.0311907 | val_loss: 0.0311932 | Time: 3127.63 ms
[2021-03-15 00:20:41 main:574] : INFO : Epoch 1907 | loss: 0.0311879 | val_loss: 0.0311928 | Time: 3130.31 ms
[2021-03-15 00:20:45 main:574] : INFO : Epoch 1908 | loss: 0.0311889 | val_loss: 0.0311935 | Time: 3130.72 ms
[2021-03-15 00:20:48 main:574] : INFO : Epoch 1909 | loss: 0.0311893 | val_loss: 0.0312 | Time: 3122.93 ms
[2021-03-15 00:20:51 main:574] : INFO : Epoch 1910 | loss: 0.0311898 | val_loss: 0.0311928 | Time: 3114.6 ms
[2021-03-15 00:20:54 main:574] : INFO : Epoch 1911 | loss: 0.0311892 | val_loss: 0.0311932 | Time: 3098.98 ms
[2021-03-15 00:20:57 main:574] : INFO : Epoch 1912 | loss: 0.0311876 | val_loss: 0.0311927 | Time: 3128.65 ms
[2021-03-15 00:21:00 main:574] : INFO : Epoch 1913 | loss: 0.0311877 | val_loss: 0.0311938 | Time: 3132.22 ms
[2021-03-15 00:21:03 main:574] : INFO : Epoch 1914 | loss: 0.0311875 | val_loss: 0.0311937 | Time: 3154.33 ms
[2021-03-15 00:21:07 main:574] : INFO : Epoch 1915 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 3113.82 ms
[2021-03-15 00:21:10 main:574] : INFO : Epoch 1916 | loss: 0.0311855 | val_loss: 0.0311924 | Time: 3146 ms
[2021-03-15 00:21:13 main:574] : INFO : Epoch 1917 | loss: 0.0311861 | val_loss: 0.0311932 | Time: 3102.25 ms
[2021-03-15 00:21:16 main:574] : INFO : Epoch 1918 | loss: 0.0311863 | val_loss: 0.0311924 | Time: 3123.43 ms
[2021-03-15 00:21:19 main:574] : INFO : Epoch 1919 | loss: 0.0311862 | val_loss: 0.0311925 | Time: 3140.11 ms
[2021-03-15 00:21:22 main:574] : INFO : Epoch 1920 | loss: 0.0311898 | val_loss: 0.0311997 | Time: 3112.78 ms
[2021-03-15 00:21:25 main:574] : INFO : Epoch 1921 | loss: 0.0311911 | val_loss: 0.0311951 | Time: 3124.94 ms
[2021-03-15 00:21:29 main:574] : INFO : Epoch 1922 | loss: 0.0311919 | val_loss: 0.0311945 | Time: 3121.46 ms
[2021-03-15 00:21:32 main:574] : INFO : Epoch 1923 | loss: 0.0311886 | val_loss: 0.0311929 | Time: 3109.14 ms
[2021-03-15 00:21:35 main:574] : INFO : Epoch 1924 | loss: 0.0311868 | val_loss: 0.0311929 | Time: 3155.43 ms
[2021-03-15 00:21:38 main:574] : INFO : Epoch 1925 | loss: 0.0311888 | val_loss: 0.0311949 | Time: 3134.5 ms
[2021-03-15 00:21:41 main:574] : INFO : Epoch 1926 | loss: 0.0311902 | val_loss: 0.0311961 | Time: 3145 ms
[2021-03-15 00:21:44 main:574] : INFO : Epoch 1927 | loss: 0.031191 | val_loss: 0.0311929 | Time: 3116.67 ms
[2021-03-15 00:21:48 main:574] : INFO : Epoch 1928 | loss: 0.0311892 | val_loss: 0.0311949 | Time: 3101.28 ms
[2021-03-15 00:21:51 main:574] : INFO : Epoch 1929 | loss: 0.0311876 | val_loss: 0.0311914 | Time: 3147.07 ms
[2021-03-15 00:21:54 main:574] : INFO : Epoch 1930 | loss: 0.0311875 | val_loss: 0.0311911 | Time: 3083.96 ms
[2021-03-15 00:21:57 main:574] : INFO : Epoch 1931 | loss: 0.0311871 | val_loss: 0.031194 | Time: 3131.77 ms
[2021-03-15 00:22:00 main:574] : INFO : Epoch 1932 | loss: 0.0311863 | val_loss: 0.0311919 | Time: 3128.43 ms
[2021-03-15 00:22:03 main:574] : INFO : Epoch 1933 | loss: 0.0311872 | val_loss: 0.0311938 | Time: 3139.29 ms
[2021-03-15 00:22:07 main:574] : INFO : Epoch 1934 | loss: 0.0311914 | val_loss: 0.0312033 | Time: 3106.75 ms
[2021-03-15 00:22:10 main:574] : INFO : Epoch 1935 | loss: 0.0311987 | val_loss: 0.0311969 | Time: 3108.44 ms
[2021-03-15 00:22:13 main:574] : INFO : Epoch 1936 | loss: 0.0311966 | val_loss: 0.0311946 | Time: 3114.75 ms
[2021-03-15 00:22:16 main:574] : INFO : Epoch 1937 | loss: 0.0311951 | val_loss: 0.0311939 | Time: 3111.76 ms
[2021-03-15 00:22:19 main:574] : INFO : Epoch 1938 | loss: 0.0311952 | val_loss: 0.0311969 | Time: 3121.19 ms
[2021-03-15 00:22:22 main:574] : INFO : Epoch 1939 | loss: 0.0311987 | val_loss: 0.0312027 | Time: 3124.54 ms
[2021-03-15 00:22:25 main:574] : INFO : Epoch 1940 | loss: 0.031201 | val_loss: 0.0312009 | Time: 3124.8 ms
[2021-03-15 00:22:29 main:574] : INFO : Epoch 1941 | loss: 0.0312006 | val_loss: 0.0312022 | Time: 3091.29 ms
[2021-03-15 00:22:32 main:574] : INFO : Epoch 1942 | loss: 0.0312016 | val_loss: 0.0312011 | Time: 3107.24 ms
[2021-03-15 00:22:35 main:574] : INFO : Epoch 1943 | loss: 0.031198 | val_loss: 0.0312011 | Time: 3106.68 ms
[2021-03-15 00:22:38 main:574] : INFO : Epoch 1944 | loss: 0.0311988 | val_loss: 0.0311999 | Time: 3115.12 ms
[2021-03-15 00:22:41 main:574] : INFO : Epoch 1945 | loss: 0.0311986 | val_loss: 0.0312097 | Time: 3120.7 ms
[2021-03-15 00:22:44 main:574] : INFO : Epoch 1946 | loss: 0.0311978 | val_loss: 0.0311973 | Time: 3115.75 ms
[2021-03-15 00:22:47 main:574] : INFO : Epoch 1947 | loss: 0.0311964 | val_loss: 0.0311994 | Time: 3152.58 ms
[2021-03-15 00:22:51 main:574] : INFO : Epoch 1948 | loss: 0.0311978 | val_loss: 0.031207 | Time: 3138.93 ms
[2021-03-15 00:22:54 main:574] : INFO : Epoch 1949 | loss: 0.0311979 | val_loss: 0.0311947 | Time: 3136.84 ms
[2021-03-15 00:22:57 main:574] : INFO : Epoch 1950 | loss: 0.0311935 | val_loss: 0.0311954 | Time: 3123.59 ms
[2021-03-15 00:23:00 main:574] : INFO : Epoch 1951 | loss: 0.0311935 | val_loss: 0.0311958 | Time: 3114.4 ms
[2021-03-15 00:23:03 main:574] : INFO : Epoch 1952 | loss: 0.0311935 | val_loss: 0.0311954 | Time: 3114.76 ms
[2021-03-15 00:23:06 main:574] : INFO : Epoch 1953 | loss: 0.0311978 | val_loss: 0.0311939 | Time: 3120.19 ms
[2021-03-15 00:23:10 main:574] : INFO : Epoch 1954 | loss: 0.0311943 | val_loss: 0.0311955 | Time: 3104.39 ms
[2021-03-15 00:23:13 main:574] : INFO : Epoch 1955 | loss: 0.0311943 | val_loss: 0.031198 | Time: 3134.26 ms
[2021-03-15 00:23:16 main:574] : INFO : Epoch 1956 | loss: 0.0311945 | val_loss: 0.0311966 | Time: 3125.53 ms
[2021-03-15 00:23:19 main:574] : INFO : Epoch 1957 | loss: 0.0311958 | val_loss: 0.031201 | Time: 3127.55 ms
[2021-03-15 00:23:22 main:574] : INFO : Epoch 1958 | loss: 0.0311935 | val_loss: 0.0311986 | Time: 3137.47 ms
[2021-03-15 00:23:25 main:574] : INFO : Epoch 1959 | loss: 0.0311907 | val_loss: 0.0311966 | Time: 3128.88 ms
[2021-03-15 00:23:29 main:574] : INFO : Epoch 1960 | loss: 0.0311914 | val_loss: 0.0311998 | Time: 3134.59 ms
[2021-03-15 00:23:32 main:574] : INFO : Epoch 1961 | loss: 0.0311953 | val_loss: 0.0311995 | Time: 3103.85 ms
[2021-03-15 00:23:35 main:574] : INFO : Epoch 1962 | loss: 0.0311954 | val_loss: 0.0311956 | Time: 3135.61 ms
[2021-03-15 00:23:38 main:574] : INFO : Epoch 1963 | loss: 0.0311918 | val_loss: 0.0311948 | Time: 3131.72 ms
[2021-03-15 00:23:41 main:574] : INFO : Epoch 1964 | loss: 0.0311919 | val_loss: 0.0311952 | Time: 3120.25 ms
[2021-03-15 00:23:44 main:574] : INFO : Epoch 1965 | loss: 0.0311924 | val_loss: 0.0311936 | Time: 3113.17 ms
[2021-03-15 00:23:47 main:574] : INFO : Epoch 1966 | loss: 0.0311907 | val_loss: 0.0311937 | Time: 3089.35 ms
[2021-03-15 00:23:51 main:574] : INFO : Epoch 1967 | loss: 0.0311907 | val_loss: 0.0311934 | Time: 3119.12 ms
[2021-03-15 00:23:54 main:574] : INFO : Epoch 1968 | loss: 0.0311892 | val_loss: 0.031192 | Time: 3119.21 ms
[2021-03-15 00:23:57 main:574] : INFO : Epoch 1969 | loss: 0.031189 | val_loss: 0.0311925 | Time: 3126.54 ms
[2021-03-15 00:24:00 main:574] : INFO : Epoch 1970 | loss: 0.0311885 | val_loss: 0.0311957 | Time: 3122.38 ms
[2021-03-15 00:24:03 main:574] : INFO : Epoch 1971 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 3121.13 ms
[2021-03-15 00:24:06 main:574] : INFO : Epoch 1972 | loss: 0.0311881 | val_loss: 0.0311924 | Time: 3116.2 ms
[2021-03-15 00:24:10 main:574] : INFO : Epoch 1973 | loss: 0.0311881 | val_loss: 0.031194 | Time: 3143.32 ms
[2021-03-15 00:24:13 main:574] : INFO : Epoch 1974 | loss: 0.0311901 | val_loss: 0.031192 | Time: 3116.34 ms
[2021-03-15 00:24:16 main:574] : INFO : Epoch 1975 | loss: 0.0311897 | val_loss: 0.0311911 | Time: 3122.2 ms
[2021-03-15 00:24:19 main:574] : INFO : Epoch 1976 | loss: 0.031189 | val_loss: 0.0311959 | Time: 3102.46 ms
[2021-03-15 00:24:22 main:574] : INFO : Epoch 1977 | loss: 0.0311912 | val_loss: 0.0311918 | Time: 3142.81 ms
[2021-03-15 00:24:25 main:574] : INFO : Epoch 1978 | loss: 0.0311897 | val_loss: 0.0311903 | Time: 3116.33 ms
[2021-03-15 00:24:28 main:574] : INFO : Epoch 1979 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 3107 ms
[2021-03-15 00:24:32 main:574] : INFO : Epoch 1980 | loss: 0.0311879 | val_loss: 0.0311909 | Time: 3136.64 ms
[2021-03-15 00:24:35 main:574] : INFO : Epoch 1981 | loss: 0.0311887 | val_loss: 0.0311919 | Time: 3112.57 ms
[2021-03-15 00:24:38 main:574] : INFO : Epoch 1982 | loss: 0.0311924 | val_loss: 0.0311899 | Time: 3124.53 ms
[2021-03-15 00:24:41 main:574] : INFO : Epoch 1983 | loss: 0.0311882 | val_loss: 0.0311904 | Time: 3129.49 ms
[2021-03-15 00:24:44 main:574] : INFO : Epoch 1984 | loss: 0.0311876 | val_loss: 0.0311921 | Time: 3127.73 ms
[2021-03-15 00:24:47 main:574] : INFO : Epoch 1985 | loss: 0.0311873 | val_loss: 0.0311925 | Time: 3127.31 ms
[2021-03-15 00:24:51 main:574] : INFO : Epoch 1986 | loss: 0.0311894 | val_loss: 0.0311907 | Time: 3124.55 ms
[2021-03-15 00:24:54 main:574] : INFO : Epoch 1987 | loss: 0.0311869 | val_loss: 0.0311932 | Time: 3102.66 ms
[2021-03-15 00:24:57 main:574] : INFO : Epoch 1988 | loss: 0.0311885 | val_loss: 0.0311917 | Time: 3114.52 ms
[2021-03-15 00:25:00 main:574] : INFO : Epoch 1989 | loss: 0.0311875 | val_loss: 0.031197 | Time: 3113.68 ms
[2021-03-15 00:25:03 main:574] : INFO : Epoch 1990 | loss: 0.0311917 | val_loss: 0.0311948 | Time: 3134.65 ms
[2021-03-15 00:25:06 main:574] : INFO : Epoch 1991 | loss: 0.0311897 | val_loss: 0.0311962 | Time: 3134.21 ms
[2021-03-15 00:25:09 main:574] : INFO : Epoch 1992 | loss: 0.0311892 | val_loss: 0.0311926 | Time: 3135.22 ms
[2021-03-15 00:25:13 main:574] : INFO : Epoch 1993 | loss: 0.0311878 | val_loss: 0.0311897 | Time: 3140.73 ms
[2021-03-15 00:25:16 main:574] : INFO : Epoch 1994 | loss: 0.0311865 | val_loss: 0.0311912 | Time: 3118.67 ms
[2021-03-15 00:25:19 main:574] : INFO : Epoch 1995 | loss: 0.0311866 | val_loss: 0.03119 | Time: 3102.74 ms
[2021-03-15 00:25:22 main:574] : INFO : Epoch 1996 | loss: 0.0311879 | val_loss: 0.0311902 | Time: 3125.37 ms
[2021-03-15 00:25:25 main:574] : INFO : Epoch 1997 | loss: 0.0311865 | val_loss: 0.0311923 | Time: 3116.31 ms
[2021-03-15 00:25:28 main:574] : INFO : Epoch 1998 | loss: 0.0311898 | val_loss: 0.0311928 | Time: 3149.46 ms
[2021-03-15 00:25:31 main:574] : INFO : Epoch 1999 | loss: 0.0311895 | val_loss: 0.0311921 | Time: 3101.92 ms
[2021-03-15 00:25:35 main:574] : INFO : Epoch 2000 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 3138.65 ms
[2021-03-15 00:25:38 main:574] : INFO : Epoch 2001 | loss: 0.0311884 | val_loss: 0.0311914 | Time: 3128.52 ms
[2021-03-15 00:25:41 main:574] : INFO : Epoch 2002 | loss: 0.0311862 | val_loss: 0.0311886 | Time: 3121.25 ms
[2021-03-15 00:25:44 main:574] : INFO : Epoch 2003 | loss: 0.0311857 | val_loss: 0.0311905 | Time: 3144.36 ms
[2021-03-15 00:25:47 main:574] : INFO : Epoch 2004 | loss: 0.0311874 | val_loss: 0.0311963 | Time: 3117.07 ms
[2021-03-15 00:25:50 main:574] : INFO : Epoch 2005 | loss: 0.0311891 | val_loss: 0.0311907 | Time: 3113.53 ms
[2021-03-15 00:25:54 main:574] : INFO : Epoch 2006 | loss: 0.0311866 | val_loss: 0.0312004 | Time: 3119.53 ms
[2021-03-15 00:25:57 main:574] : INFO : Epoch 2007 | loss: 0.0311881 | val_loss: 0.0311914 | Time: 3102.49 ms
[2021-03-15 00:26:00 main:574] : INFO : Epoch 2008 | loss: 0.0311863 | val_loss: 0.0311906 | Time: 3122.83 ms
[2021-03-15 00:26:03 main:574] : INFO : Epoch 2009 | loss: 0.0311871 | val_loss: 0.03119 | Time: 3136.72 ms
[2021-03-15 00:26:06 main:574] : INFO : Epoch 2010 | loss: 0.0311853 | val_loss: 0.031193 | Time: 3112.83 ms
[2021-03-15 00:26:09 main:574] : INFO : Epoch 2011 | loss: 0.0311846 | val_loss: 0.0311915 | Time: 3164.05 ms
[2021-03-15 00:26:12 main:574] : INFO : Epoch 2012 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 3103.2 ms
[2021-03-15 00:26:16 main:574] : INFO : Epoch 2013 | loss: 0.0311853 | val_loss: 0.0311886 | Time: 3094.68 ms
[2021-03-15 00:26:19 main:574] : INFO : Epoch 2014 | loss: 0.0311847 | val_loss: 0.0311904 | Time: 3137.69 ms
[2021-03-15 00:26:22 main:574] : INFO : Epoch 2015 | loss: 0.0311889 | val_loss: 0.0311915 | Time: 3115.88 ms
[2021-03-15 00:26:25 main:574] : INFO : Epoch 2016 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 3100.99 ms
[2021-03-15 00:26:28 main:574] : INFO : Epoch 2017 | loss: 0.0311839 | val_loss: 0.0311892 | Time: 3129.58 ms
[2021-03-15 00:26:31 main:574] : INFO : Epoch 2018 | loss: 0.0311845 | val_loss: 0.0311898 | Time: 3144.46 ms
[2021-03-15 00:26:35 main:574] : INFO : Epoch 2019 | loss: 0.031184 | val_loss: 0.0311903 | Time: 3130.52 ms
[2021-03-15 00:26:38 main:574] : INFO : Epoch 2020 | loss: 0.0311837 | val_loss: 0.0311897 | Time: 3118.46 ms
[2021-03-15 00:26:41 main:574] : INFO : Epoch 2021 | loss: 0.0311851 | val_loss: 0.0311909 | Time: 3124.65 ms
[2021-03-15 00:26:44 main:574] : INFO : Epoch 2022 | loss: 0.0311874 | val_loss: 0.0311918 | Time: 3160.99 ms
[2021-03-15 00:26:47 main:574] : INFO : Epoch 2023 | loss: 0.0311893 | val_loss: 0.0311934 | Time: 3120.41 ms
[2021-03-15 00:26:50 main:574] : INFO : Epoch 2024 | loss: 0.0311887 | val_loss: 0.0311943 | Time: 3092.64 ms
[2021-03-15 00:26:53 main:574] : INFO : Epoch 2025 | loss: 0.0311878 | val_loss: 0.0311926 | Time: 3127.89 ms
[2021-03-15 00:26:57 main:574] : INFO : Epoch 2026 | loss: 0.0311857 | val_loss: 0.031195 | Time: 3139.89 ms
[2021-03-15 00:27:00 main:574] : INFO : Epoch 2027 | loss: 0.0311864 | val_loss: 0.0311919 | Time: 3119.03 ms
[2021-03-15 00:27:03 main:574] : INFO : Epoch 2028 | loss: 0.0311875 | val_loss: 0.0311937 | Time: 3119.05 ms
[2021-03-15 00:27:06 main:574] : INFO : Epoch 2029 | loss: 0.0311885 | val_loss: 0.0311934 | Time: 3141.23 ms
[2021-03-15 00:27:09 main:574] : INFO : Epoch 2030 | loss: 0.0311864 | val_loss: 0.0311899 | Time: 3112.92 ms
[2021-03-15 00:27:12 main:574] : INFO : Epoch 2031 | loss: 0.0311853 | val_loss: 0.0311915 | Time: 3106.8 ms
[2021-03-15 00:27:16 main:574] : INFO : Epoch 2032 | loss: 0.0311832 | val_loss: 0.0311932 | Time: 3123.6 ms
[2021-03-15 00:27:19 main:574] : INFO : Epoch 2033 | loss: 0.0311845 | val_loss: 0.0311889 | Time: 3117.82 ms
[2021-03-15 00:27:22 main:574] : INFO : Epoch 2034 | loss: 0.0311834 | val_loss: 0.0311925 | Time: 3110.07 ms
[2021-03-15 00:27:25 main:574] : INFO : Epoch 2035 | loss: 0.0311911 | val_loss: 0.0312061 | Time: 3136.75 ms
[2021-03-15 00:27:28 main:574] : INFO : Epoch 2036 | loss: 0.0311995 | val_loss: 0.0312017 | Time: 3140.41 ms
[2021-03-15 00:27:31 main:574] : INFO : Epoch 2037 | loss: 0.0311968 | val_loss: 0.0311997 | Time: 3138.28 ms
[2021-03-15 00:27:34 main:574] : INFO : Epoch 2038 | loss: 0.0311943 | val_loss: 0.0312006 | Time: 3120.59 ms
[2021-03-15 00:27:38 main:574] : INFO : Epoch 2039 | loss: 0.0311952 | val_loss: 0.0312014 | Time: 3129.53 ms
[2021-03-15 00:27:41 main:574] : INFO : Epoch 2040 | loss: 0.0311942 | val_loss: 0.0311997 | Time: 3107.44 ms
[2021-03-15 00:27:44 main:574] : INFO : Epoch 2041 | loss: 0.031193 | val_loss: 0.0312001 | Time: 3126.95 ms
[2021-03-15 00:27:47 main:574] : INFO : Epoch 2042 | loss: 0.0311935 | val_loss: 0.0312002 | Time: 3121.96 ms
[2021-03-15 00:27:50 main:574] : INFO : Epoch 2043 | loss: 0.0311943 | val_loss: 0.031204 | Time: 3149.58 ms
[2021-03-15 00:27:53 main:574] : INFO : Epoch 2044 | loss: 0.0311933 | val_loss: 0.0311982 | Time: 3145.08 ms
[2021-03-15 00:27:57 main:574] : INFO : Epoch 2045 | loss: 0.0311931 | val_loss: 0.0311974 | Time: 3112.94 ms
[2021-03-15 00:28:00 main:574] : INFO : Epoch 2046 | loss: 0.0311934 | val_loss: 0.0311988 | Time: 3115.82 ms
[2021-03-15 00:28:03 main:574] : INFO : Epoch 2047 | loss: 0.0311954 | val_loss: 0.0311982 | Time: 3124.24 ms
[2021-03-15 00:28:06 main:574] : INFO : Epoch 2048 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 3104.97 ms
[2021-03-15 00:28:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311945
[2021-03-15 00:28:06 main:603] : INFO : Saving end state to config to file
[2021-03-15 00:28:06 main:608] : INFO : Success, exiting..
00:28:06 (5712): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)