Task 11610048
| Name | ParityModified-1638638830-17353-3-0_2 |
| Workunit | 8477934 |
| Created | 16 Feb 2022, 18:00:34 UTC |
| Sent | 16 Feb 2022, 19:46:10 UTC |
| Report deadline | 24 Feb 2022, 19:46:10 UTC |
| Received | 16 Feb 2022, 22:13:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9656 |
| Run time | 1 hours 47 min 31 sec |
| CPU time | 1 hours 47 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311842 | val_loss: 0.0311965 | Time: 3142.18 ms
[2022-02-16 22:19:00 main:574] : INFO : Epoch 1543 | loss: 0.0311864 | val_loss: 0.0311963 | Time: 3132.68 ms
[2022-02-16 22:19:03 main:574] : INFO : Epoch 1544 | loss: 0.0311871 | val_loss: 0.0311946 | Time: 3161.45 ms
[2022-02-16 22:19:07 main:574] : INFO : Epoch 1545 | loss: 0.0311865 | val_loss: 0.0311988 | Time: 3143.96 ms
[2022-02-16 22:19:10 main:574] : INFO : Epoch 1546 | loss: 0.031185 | val_loss: 0.0311924 | Time: 3133.97 ms
[2022-02-16 22:19:13 main:574] : INFO : Epoch 1547 | loss: 0.0311834 | val_loss: 0.0311931 | Time: 3137.43 ms
[2022-02-16 22:19:16 main:574] : INFO : Epoch 1548 | loss: 0.0311833 | val_loss: 0.0311924 | Time: 3154.28 ms
[2022-02-16 22:19:19 main:574] : INFO : Epoch 1549 | loss: 0.0311815 | val_loss: 0.0311921 | Time: 3128.6 ms
[2022-02-16 22:19:22 main:574] : INFO : Epoch 1550 | loss: 0.0311848 | val_loss: 0.031191 | Time: 3133.63 ms
[2022-02-16 22:19:25 main:574] : INFO : Epoch 1551 | loss: 0.0311866 | val_loss: 0.0311951 | Time: 3137.11 ms
[2022-02-16 22:19:29 main:574] : INFO : Epoch 1552 | loss: 0.0311867 | val_loss: 0.0312021 | Time: 3143.25 ms
[2022-02-16 22:19:32 main:574] : INFO : Epoch 1553 | loss: 0.0311844 | val_loss: 0.0311924 | Time: 3148.76 ms
[2022-02-16 22:19:35 main:574] : INFO : Epoch 1554 | loss: 0.0311849 | val_loss: 0.0311924 | Time: 3143.85 ms
[2022-02-16 22:19:38 main:574] : INFO : Epoch 1555 | loss: 0.0311861 | val_loss: 0.0311943 | Time: 3125.52 ms
[2022-02-16 22:19:41 main:574] : INFO : Epoch 1556 | loss: 0.0311835 | val_loss: 0.0311913 | Time: 3148.71 ms
[2022-02-16 22:19:44 main:574] : INFO : Epoch 1557 | loss: 0.0311837 | val_loss: 0.0311932 | Time: 3160.68 ms
[2022-02-16 22:19:47 main:574] : INFO : Epoch 1558 | loss: 0.0311849 | val_loss: 0.0311934 | Time: 3129.74 ms
[2022-02-16 22:19:51 main:574] : INFO : Epoch 1559 | loss: 0.0311834 | val_loss: 0.0311924 | Time: 3156.92 ms
[2022-02-16 22:19:54 main:574] : INFO : Epoch 1560 | loss: 0.0311821 | val_loss: 0.031192 | Time: 3140.42 ms
[2022-02-16 22:19:57 main:574] : INFO : Epoch 1561 | loss: 0.0311824 | val_loss: 0.031192 | Time: 3152.54 ms
[2022-02-16 22:20:00 main:574] : INFO : Epoch 1562 | loss: 0.0311821 | val_loss: 0.0311902 | Time: 3144.93 ms
[2022-02-16 22:20:03 main:574] : INFO : Epoch 1563 | loss: 0.031181 | val_loss: 0.0311904 | Time: 3123.07 ms
[2022-02-16 22:20:06 main:574] : INFO : Epoch 1564 | loss: 0.0311832 | val_loss: 0.0311946 | Time: 3143.76 ms
[2022-02-16 22:20:09 main:574] : INFO : Epoch 1565 | loss: 0.0311841 | val_loss: 0.0311922 | Time: 3146.98 ms
[2022-02-16 22:20:13 main:574] : INFO : Epoch 1566 | loss: 0.0311866 | val_loss: 0.0311963 | Time: 3152.81 ms
[2022-02-16 22:20:16 main:574] : INFO : Epoch 1567 | loss: 0.0311883 | val_loss: 0.0311932 | Time: 3156.57 ms
[2022-02-16 22:20:19 main:574] : INFO : Epoch 1568 | loss: 0.0311829 | val_loss: 0.0311914 | Time: 3134.03 ms
[2022-02-16 22:20:22 main:574] : INFO : Epoch 1569 | loss: 0.0311827 | val_loss: 0.0311913 | Time: 3132.71 ms
[2022-02-16 22:20:25 main:574] : INFO : Epoch 1570 | loss: 0.0311818 | val_loss: 0.0311903 | Time: 3159.84 ms
[2022-02-16 22:20:28 main:574] : INFO : Epoch 1571 | loss: 0.0311838 | val_loss: 0.0311938 | Time: 3123.28 ms
[2022-02-16 22:20:32 main:574] : INFO : Epoch 1572 | loss: 0.031184 | val_loss: 0.0311987 | Time: 3124.21 ms
[2022-02-16 22:20:35 main:574] : INFO : Epoch 1573 | loss: 0.0311847 | val_loss: 0.031191 | Time: 3131.6 ms
[2022-02-16 22:20:38 main:574] : INFO : Epoch 1574 | loss: 0.0311824 | val_loss: 0.0311941 | Time: 3139.52 ms
[2022-02-16 22:20:41 main:574] : INFO : Epoch 1575 | loss: 0.0311823 | val_loss: 0.0311905 | Time: 3156.16 ms
[2022-02-16 22:20:44 main:574] : INFO : Epoch 1576 | loss: 0.0311842 | val_loss: 0.0311929 | Time: 3150.47 ms
[2022-02-16 22:20:47 main:574] : INFO : Epoch 1577 | loss: 0.0311848 | val_loss: 0.0311915 | Time: 3139.29 ms
[2022-02-16 22:20:50 main:574] : INFO : Epoch 1578 | loss: 0.0311822 | val_loss: 0.0311909 | Time: 3138.69 ms
[2022-02-16 22:20:54 main:574] : INFO : Epoch 1579 | loss: 0.0311843 | val_loss: 0.0311917 | Time: 3157.08 ms
[2022-02-16 22:20:57 main:574] : INFO : Epoch 1580 | loss: 0.0311848 | val_loss: 0.0311941 | Time: 3141.21 ms
[2022-02-16 22:21:00 main:574] : INFO : Epoch 1581 | loss: 0.031185 | val_loss: 0.0311942 | Time: 3139.35 ms
[2022-02-16 22:21:03 main:574] : INFO : Epoch 1582 | loss: 0.0311817 | val_loss: 0.0311916 | Time: 3132.33 ms
[2022-02-16 22:21:06 main:574] : INFO : Epoch 1583 | loss: 0.0311819 | val_loss: 0.0311942 | Time: 3144.33 ms
[2022-02-16 22:21:09 main:574] : INFO : Epoch 1584 | loss: 0.0311844 | val_loss: 0.0311915 | Time: 3144.63 ms
[2022-02-16 22:21:12 main:574] : INFO : Epoch 1585 | loss: 0.0311817 | val_loss: 0.0311899 | Time: 3143.26 ms
[2022-02-16 22:21:16 main:574] : INFO : Epoch 1586 | loss: 0.0311812 | val_loss: 0.0311911 | Time: 3122.44 ms
[2022-02-16 22:21:19 main:574] : INFO : Epoch 1587 | loss: 0.0311804 | val_loss: 0.0311917 | Time: 3159.99 ms
[2022-02-16 22:21:22 main:574] : INFO : Epoch 1588 | loss: 0.0311853 | val_loss: 0.0311992 | Time: 3138.46 ms
[2022-02-16 22:21:25 main:574] : INFO : Epoch 1589 | loss: 0.031191 | val_loss: 0.0311965 | Time: 3139.75 ms
[2022-02-16 22:21:28 main:574] : INFO : Epoch 1590 | loss: 0.0311911 | val_loss: 0.031195 | Time: 3137.21 ms
[2022-02-16 22:21:31 main:574] : INFO : Epoch 1591 | loss: 0.031191 | val_loss: 0.0311974 | Time: 3138.44 ms
[2022-02-16 22:21:35 main:574] : INFO : Epoch 1592 | loss: 0.0311924 | val_loss: 0.0311929 | Time: 3150.64 ms
[2022-02-16 22:21:38 main:574] : INFO : Epoch 1593 | loss: 0.0311916 | val_loss: 0.0311996 | Time: 3138.67 ms
[2022-02-16 22:21:41 main:574] : INFO : Epoch 1594 | loss: 0.031195 | val_loss: 0.0311978 | Time: 3161.06 ms
[2022-02-16 22:21:44 main:574] : INFO : Epoch 1595 | loss: 0.0311913 | val_loss: 0.0311936 | Time: 3142.29 ms
[2022-02-16 22:21:47 main:574] : INFO : Epoch 1596 | loss: 0.0311887 | val_loss: 0.0311924 | Time: 3141.05 ms
[2022-02-16 22:21:50 main:574] : INFO : Epoch 1597 | loss: 0.0311882 | val_loss: 0.0311923 | Time: 3143.51 ms
[2022-02-16 22:21:53 main:574] : INFO : Epoch 1598 | loss: 0.0311901 | val_loss: 0.0311941 | Time: 3156.77 ms
[2022-02-16 22:21:57 main:574] : INFO : Epoch 1599 | loss: 0.0311886 | val_loss: 0.0311911 | Time: 3143.73 ms
[2022-02-16 22:22:00 main:574] : INFO : Epoch 1600 | loss: 0.0311916 | val_loss: 0.0311939 | Time: 3152.21 ms
[2022-02-16 22:22:03 main:574] : INFO : Epoch 1601 | loss: 0.0311894 | val_loss: 0.0311923 | Time: 3129.87 ms
[2022-02-16 22:22:06 main:574] : INFO : Epoch 1602 | loss: 0.0311872 | val_loss: 0.0311907 | Time: 3140.63 ms
[2022-02-16 22:22:09 main:574] : INFO : Epoch 1603 | loss: 0.031187 | val_loss: 0.0311906 | Time: 3138.95 ms
[2022-02-16 22:22:12 main:574] : INFO : Epoch 1604 | loss: 0.0311877 | val_loss: 0.0311933 | Time: 3142.07 ms
[2022-02-16 22:22:15 main:574] : INFO : Epoch 1605 | loss: 0.0311898 | val_loss: 0.0311939 | Time: 3139.54 ms
[2022-02-16 22:22:19 main:574] : INFO : Epoch 1606 | loss: 0.0311887 | val_loss: 0.0311917 | Time: 3163.72 ms
[2022-02-16 22:22:22 main:574] : INFO : Epoch 1607 | loss: 0.0311874 | val_loss: 0.0311926 | Time: 3127.66 ms
[2022-02-16 22:22:25 main:574] : INFO : Epoch 1608 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 3150.08 ms
[2022-02-16 22:22:28 main:574] : INFO : Epoch 1609 | loss: 0.0311861 | val_loss: 0.0311912 | Time: 3139.28 ms
[2022-02-16 22:22:31 main:574] : INFO : Epoch 1610 | loss: 0.0311866 | val_loss: 0.0311917 | Time: 3152.41 ms
[2022-02-16 22:22:34 main:574] : INFO : Epoch 1611 | loss: 0.0311865 | val_loss: 0.0311899 | Time: 3136.81 ms
[2022-02-16 22:22:38 main:574] : INFO : Epoch 1612 | loss: 0.0311861 | val_loss: 0.0311916 | Time: 3139.31 ms
[2022-02-16 22:22:41 main:574] : INFO : Epoch 1613 | loss: 0.0311861 | val_loss: 0.0311908 | Time: 3149.06 ms
[2022-02-16 22:22:44 main:574] : INFO : Epoch 1614 | loss: 0.0311861 | val_loss: 0.0311915 | Time: 3142.95 ms
[2022-02-16 22:22:47 main:574] : INFO : Epoch 1615 | loss: 0.0311863 | val_loss: 0.0311899 | Time: 3149.59 ms
[2022-02-16 22:22:50 main:574] : INFO : Epoch 1616 | loss: 0.0311851 | val_loss: 0.03119 | Time: 3135.39 ms
[2022-02-16 22:22:53 main:574] : INFO : Epoch 1617 | loss: 0.0311849 | val_loss: 0.0311898 | Time: 3135.64 ms
[2022-02-16 22:22:56 main:574] : INFO : Epoch 1618 | loss: 0.0311861 | val_loss: 0.0311908 | Time: 3133 ms
[2022-02-16 22:23:00 main:574] : INFO : Epoch 1619 | loss: 0.0311853 | val_loss: 0.0311903 | Time: 3136.29 ms
[2022-02-16 22:23:03 main:574] : INFO : Epoch 1620 | loss: 0.0311856 | val_loss: 0.0311928 | Time: 3144.56 ms
[2022-02-16 22:23:06 main:574] : INFO : Epoch 1621 | loss: 0.0311857 | val_loss: 0.0311925 | Time: 3136.4 ms
[2022-02-16 22:23:09 main:574] : INFO : Epoch 1622 | loss: 0.0311868 | val_loss: 0.0311955 | Time: 3132.52 ms
[2022-02-16 22:23:12 main:574] : INFO : Epoch 1623 | loss: 0.0311869 | val_loss: 0.0311923 | Time: 3153.68 ms
[2022-02-16 22:23:15 main:574] : INFO : Epoch 1624 | loss: 0.0311879 | val_loss: 0.0311919 | Time: 3141 ms
[2022-02-16 22:23:18 main:574] : INFO : Epoch 1625 | loss: 0.0311872 | val_loss: 0.031191 | Time: 3148.97 ms
[2022-02-16 22:23:22 main:574] : INFO : Epoch 1626 | loss: 0.0311858 | val_loss: 0.0311901 | Time: 3161.51 ms
[2022-02-16 22:23:25 main:574] : INFO : Epoch 1627 | loss: 0.0311868 | val_loss: 0.0311912 | Time: 3138.49 ms
[2022-02-16 22:23:28 main:574] : INFO : Epoch 1628 | loss: 0.0311891 | val_loss: 0.0311921 | Time: 3146.48 ms
[2022-02-16 22:23:31 main:574] : INFO : Epoch 1629 | loss: 0.0311895 | val_loss: 0.0311917 | Time: 3145.71 ms
[2022-02-16 22:23:34 main:574] : INFO : Epoch 1630 | loss: 0.0311881 | val_loss: 0.031193 | Time: 3140.6 ms
[2022-02-16 22:23:37 main:574] : INFO : Epoch 1631 | loss: 0.0311888 | val_loss: 0.0311919 | Time: 3144.41 ms
[2022-02-16 22:23:40 main:574] : INFO : Epoch 1632 | loss: 0.0311879 | val_loss: 0.0311954 | Time: 3125.97 ms
[2022-02-16 22:23:44 main:574] : INFO : Epoch 1633 | loss: 0.0311898 | val_loss: 0.0311963 | Time: 3129.72 ms
[2022-02-16 22:23:47 main:574] : INFO : Epoch 1634 | loss: 0.0311906 | val_loss: 0.0311997 | Time: 3154.09 ms
[2022-02-16 22:23:50 main:574] : INFO : Epoch 1635 | loss: 0.0311945 | val_loss: 0.0311902 | Time: 3140.49 ms
[2022-02-16 22:23:53 main:574] : INFO : Epoch 1636 | loss: 0.0311865 | val_loss: 0.0311905 | Time: 3135.72 ms
[2022-02-16 22:23:56 main:574] : INFO : Epoch 1637 | loss: 0.0311862 | val_loss: 0.0311911 | Time: 3147.99 ms
[2022-02-16 22:23:59 main:574] : INFO : Epoch 1638 | loss: 0.0311877 | val_loss: 0.0311899 | Time: 3155.19 ms
[2022-02-16 22:24:03 main:574] : INFO : Epoch 1639 | loss: 0.0311857 | val_loss: 0.031194 | Time: 3134.82 ms
[2022-02-16 22:24:06 main:574] : INFO : Epoch 1640 | loss: 0.0311866 | val_loss: 0.0311892 | Time: 3131.22 ms
[2022-02-16 22:24:09 main:574] : INFO : Epoch 1641 | loss: 0.0311856 | val_loss: 0.0311924 | Time: 3136.65 ms
[2022-02-16 22:24:12 main:574] : INFO : Epoch 1642 | loss: 0.0311862 | val_loss: 0.0311911 | Time: 3149.51 ms
[2022-02-16 22:24:15 main:574] : INFO : Epoch 1643 | loss: 0.0311856 | val_loss: 0.0311952 | Time: 3170.72 ms
[2022-02-16 22:24:18 main:574] : INFO : Epoch 1644 | loss: 0.0311876 | val_loss: 0.0311911 | Time: 3156.05 ms
[2022-02-16 22:24:21 main:574] : INFO : Epoch 1645 | loss: 0.0311847 | val_loss: 0.0311886 | Time: 3133.92 ms
[2022-02-16 22:24:25 main:574] : INFO : Epoch 1646 | loss: 0.0311845 | val_loss: 0.0311892 | Time: 3139.69 ms
[2022-02-16 22:24:28 main:574] : INFO : Epoch 1647 | loss: 0.0311842 | val_loss: 0.0311897 | Time: 3160 ms
[2022-02-16 22:24:31 main:574] : INFO : Epoch 1648 | loss: 0.0311845 | val_loss: 0.0311944 | Time: 3133.45 ms
[2022-02-16 22:24:34 main:574] : INFO : Epoch 1649 | loss: 0.0311854 | val_loss: 0.0311972 | Time: 3141.28 ms
[2022-02-16 22:24:37 main:574] : INFO : Epoch 1650 | loss: 0.0311859 | val_loss: 0.0311911 | Time: 3154.57 ms
[2022-02-16 22:24:40 main:574] : INFO : Epoch 1651 | loss: 0.0311843 | val_loss: 0.0311901 | Time: 3151.9 ms
[2022-02-16 22:24:44 main:574] : INFO : Epoch 1652 | loss: 0.0311872 | val_loss: 0.03119 | Time: 3153.31 ms
[2022-02-16 22:24:47 main:574] : INFO : Epoch 1653 | loss: 0.0311841 | val_loss: 0.0311912 | Time: 3136.21 ms
[2022-02-16 22:24:50 main:574] : INFO : Epoch 1654 | loss: 0.0311832 | val_loss: 0.0311903 | Time: 3152.94 ms
[2022-02-16 22:24:53 main:574] : INFO : Epoch 1655 | loss: 0.0311832 | val_loss: 0.0311906 | Time: 3150.39 ms
[2022-02-16 22:24:56 main:574] : INFO : Epoch 1656 | loss: 0.0311832 | val_loss: 0.031192 | Time: 3147.03 ms
[2022-02-16 22:24:59 main:574] : INFO : Epoch 1657 | loss: 0.0311842 | val_loss: 0.0311947 | Time: 3134.45 ms
[2022-02-16 22:25:02 main:574] : INFO : Epoch 1658 | loss: 0.031185 | val_loss: 0.0311912 | Time: 3145.75 ms
[2022-02-16 22:25:06 main:574] : INFO : Epoch 1659 | loss: 0.0311842 | val_loss: 0.0311911 | Time: 3152.16 ms
[2022-02-16 22:25:09 main:574] : INFO : Epoch 1660 | loss: 0.0311855 | val_loss: 0.0311905 | Time: 3127.91 ms
[2022-02-16 22:25:12 main:574] : INFO : Epoch 1661 | loss: 0.0311858 | val_loss: 0.031192 | Time: 3133.65 ms
[2022-02-16 22:25:15 main:574] : INFO : Epoch 1662 | loss: 0.0311859 | val_loss: 0.0311894 | Time: 3164.91 ms
[2022-02-16 22:25:18 main:574] : INFO : Epoch 1663 | loss: 0.031185 | val_loss: 0.0311904 | Time: 3142.34 ms
[2022-02-16 22:25:21 main:574] : INFO : Epoch 1664 | loss: 0.0311856 | val_loss: 0.0311908 | Time: 3142.17 ms
[2022-02-16 22:25:24 main:574] : INFO : Epoch 1665 | loss: 0.0311845 | val_loss: 0.0311918 | Time: 3153.29 ms
[2022-02-16 22:25:28 main:574] : INFO : Epoch 1666 | loss: 0.0311849 | val_loss: 0.0311937 | Time: 3137.12 ms
[2022-02-16 22:25:31 main:574] : INFO : Epoch 1667 | loss: 0.0311851 | val_loss: 0.0311893 | Time: 3116.89 ms
[2022-02-16 22:25:34 main:574] : INFO : Epoch 1668 | loss: 0.0311844 | val_loss: 0.0311897 | Time: 3151.37 ms
[2022-02-16 22:25:37 main:574] : INFO : Epoch 1669 | loss: 0.0311869 | val_loss: 0.0311931 | Time: 3149.08 ms
[2022-02-16 22:25:40 main:574] : INFO : Epoch 1670 | loss: 0.0311857 | val_loss: 0.0311907 | Time: 3149.89 ms
[2022-02-16 22:25:43 main:574] : INFO : Epoch 1671 | loss: 0.0311854 | val_loss: 0.031191 | Time: 3166.05 ms
[2022-02-16 22:25:47 main:574] : INFO : Epoch 1672 | loss: 0.0311847 | val_loss: 0.0311902 | Time: 3132.29 ms
[2022-02-16 22:25:50 main:574] : INFO : Epoch 1673 | loss: 0.031183 | val_loss: 0.0311891 | Time: 3150.1 ms
[2022-02-16 22:25:53 main:574] : INFO : Epoch 1674 | loss: 0.0311846 | val_loss: 0.0311932 | Time: 3134.46 ms
[2022-02-16 22:25:56 main:574] : INFO : Epoch 1675 | loss: 0.0311837 | val_loss: 0.0311884 | Time: 3138.4 ms
[2022-02-16 22:25:59 main:574] : INFO : Epoch 1676 | loss: 0.0311845 | val_loss: 0.0311887 | Time: 3139.03 ms
[2022-02-16 22:26:02 main:574] : INFO : Epoch 1677 | loss: 0.0311844 | val_loss: 0.0311901 | Time: 3139.82 ms
[2022-02-16 22:26:05 main:574] : INFO : Epoch 1678 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 3134.89 ms
[2022-02-16 22:26:09 main:574] : INFO : Epoch 1679 | loss: 0.0311853 | val_loss: 0.0311923 | Time: 3145.79 ms
[2022-02-16 22:26:12 main:574] : INFO : Epoch 1680 | loss: 0.0311834 | val_loss: 0.0311932 | Time: 3144.5 ms
[2022-02-16 22:26:15 main:574] : INFO : Epoch 1681 | loss: 0.0311828 | val_loss: 0.0311904 | Time: 3128.5 ms
[2022-02-16 22:26:18 main:574] : INFO : Epoch 1682 | loss: 0.0311835 | val_loss: 0.0311903 | Time: 3158.15 ms
[2022-02-16 22:26:21 main:574] : INFO : Epoch 1683 | loss: 0.0311841 | val_loss: 0.0311913 | Time: 3144.98 ms
[2022-02-16 22:26:24 main:574] : INFO : Epoch 1684 | loss: 0.0311838 | val_loss: 0.0311897 | Time: 3134.54 ms
[2022-02-16 22:26:27 main:574] : INFO : Epoch 1685 | loss: 0.0311849 | val_loss: 0.0311918 | Time: 3149.4 ms
[2022-02-16 22:26:31 main:574] : INFO : Epoch 1686 | loss: 0.031186 | val_loss: 0.0311902 | Time: 3143.84 ms
[2022-02-16 22:26:34 main:574] : INFO : Epoch 1687 | loss: 0.0311847 | val_loss: 0.0311886 | Time: 3157.94 ms
[2022-02-16 22:26:37 main:574] : INFO : Epoch 1688 | loss: 0.0311847 | val_loss: 0.0311905 | Time: 3134.67 ms
[2022-02-16 22:26:40 main:574] : INFO : Epoch 1689 | loss: 0.0311842 | val_loss: 0.0311888 | Time: 3140.49 ms
[2022-02-16 22:26:43 main:574] : INFO : Epoch 1690 | loss: 0.031186 | val_loss: 0.0311905 | Time: 3163.08 ms
[2022-02-16 22:26:46 main:574] : INFO : Epoch 1691 | loss: 0.0311867 | val_loss: 0.0311938 | Time: 3153.25 ms
[2022-02-16 22:26:50 main:574] : INFO : Epoch 1692 | loss: 0.0311861 | val_loss: 0.0311908 | Time: 3155.23 ms
[2022-02-16 22:26:53 main:574] : INFO : Epoch 1693 | loss: 0.0311843 | val_loss: 0.031189 | Time: 3149.96 ms
[2022-02-16 22:26:56 main:574] : INFO : Epoch 1694 | loss: 0.0311834 | val_loss: 0.0311901 | Time: 3142.01 ms
[2022-02-16 22:26:59 main:574] : INFO : Epoch 1695 | loss: 0.0311831 | val_loss: 0.0311895 | Time: 3133.41 ms
[2022-02-16 22:27:02 main:574] : INFO : Epoch 1696 | loss: 0.0311844 | val_loss: 0.0311908 | Time: 3131.15 ms
[2022-02-16 22:27:05 main:574] : INFO : Epoch 1697 | loss: 0.0311837 | val_loss: 0.031197 | Time: 3134.64 ms
[2022-02-16 22:27:08 main:574] : INFO : Epoch 1698 | loss: 0.0311871 | val_loss: 0.0311902 | Time: 3134.33 ms
[2022-02-16 22:27:12 main:574] : INFO : Epoch 1699 | loss: 0.0311842 | val_loss: 0.0311899 | Time: 3141.56 ms
[2022-02-16 22:27:15 main:574] : INFO : Epoch 1700 | loss: 0.0311828 | val_loss: 0.0311906 | Time: 3152.68 ms
[2022-02-16 22:27:18 main:574] : INFO : Epoch 1701 | loss: 0.0311829 | val_loss: 0.0311955 | Time: 3154.77 ms
[2022-02-16 22:27:21 main:574] : INFO : Epoch 1702 | loss: 0.0311883 | val_loss: 0.0311967 | Time: 3117.34 ms
[2022-02-16 22:27:24 main:574] : INFO : Epoch 1703 | loss: 0.0311841 | val_loss: 0.0311916 | Time: 3143.73 ms
[2022-02-16 22:27:27 main:574] : INFO : Epoch 1704 | loss: 0.0311842 | val_loss: 0.0311918 | Time: 3146.6 ms
[2022-02-16 22:27:30 main:574] : INFO : Epoch 1705 | loss: 0.0311867 | val_loss: 0.0311897 | Time: 3148.21 ms
[2022-02-16 22:27:34 main:574] : INFO : Epoch 1706 | loss: 0.0311868 | val_loss: 0.0311923 | Time: 3138.55 ms
[2022-02-16 22:27:37 main:574] : INFO : Epoch 1707 | loss: 0.0311871 | val_loss: 0.0311922 | Time: 3136.49 ms
[2022-02-16 22:27:40 main:574] : INFO : Epoch 1708 | loss: 0.031186 | val_loss: 0.0311896 | Time: 3127.37 ms
[2022-02-16 22:27:43 main:574] : INFO : Epoch 1709 | loss: 0.0311857 | val_loss: 0.031189 | Time: 3135.3 ms
[2022-02-16 22:27:46 main:574] : INFO : Epoch 1710 | loss: 0.0311854 | val_loss: 0.0311937 | Time: 3150.28 ms
[2022-02-16 22:27:49 main:574] : INFO : Epoch 1711 | loss: 0.0311864 | val_loss: 0.0311999 | Time: 3144.91 ms
[2022-02-16 22:27:52 main:574] : INFO : Epoch 1712 | loss: 0.0311852 | val_loss: 0.0311895 | Time: 3131.35 ms
[2022-02-16 22:27:56 main:574] : INFO : Epoch 1713 | loss: 0.0311848 | val_loss: 0.0311889 | Time: 3153.61 ms
[2022-02-16 22:27:59 main:574] : INFO : Epoch 1714 | loss: 0.0311876 | val_loss: 0.0311946 | Time: 3149.3 ms
[2022-02-16 22:28:02 main:574] : INFO : Epoch 1715 | loss: 0.031189 | val_loss: 0.0311909 | Time: 3140.03 ms
[2022-02-16 22:28:05 main:574] : INFO : Epoch 1716 | loss: 0.0311845 | val_loss: 0.0311909 | Time: 3123.47 ms
[2022-02-16 22:28:08 main:574] : INFO : Epoch 1717 | loss: 0.0311832 | val_loss: 0.0311913 | Time: 3151.65 ms
[2022-02-16 22:28:11 main:574] : INFO : Epoch 1718 | loss: 0.031184 | val_loss: 0.0311916 | Time: 3163.57 ms
[2022-02-16 22:28:15 main:574] : INFO : Epoch 1719 | loss: 0.0311843 | val_loss: 0.0311914 | Time: 3127.92 ms
[2022-02-16 22:28:18 main:574] : INFO : Epoch 1720 | loss: 0.0311836 | val_loss: 0.0311893 | Time: 3133.12 ms
[2022-02-16 22:28:21 main:574] : INFO : Epoch 1721 | loss: 0.0311835 | val_loss: 0.0311915 | Time: 3143.94 ms
[2022-02-16 22:28:24 main:574] : INFO : Epoch 1722 | loss: 0.0311858 | val_loss: 0.0311917 | Time: 3161.38 ms
[2022-02-16 22:28:27 main:574] : INFO : Epoch 1723 | loss: 0.0311836 | val_loss: 0.0311923 | Time: 3122.96 ms
[2022-02-16 22:28:30 main:574] : INFO : Epoch 1724 | loss: 0.031186 | val_loss: 0.0311909 | Time: 3154.07 ms
[2022-02-16 22:28:33 main:574] : INFO : Epoch 1725 | loss: 0.0311841 | val_loss: 0.0311901 | Time: 3136.02 ms
[2022-02-16 22:28:37 main:574] : INFO : Epoch 1726 | loss: 0.0311836 | val_loss: 0.0311896 | Time: 3152.94 ms
[2022-02-16 22:28:40 main:574] : INFO : Epoch 1727 | loss: 0.0311842 | val_loss: 0.031191 | Time: 3142.18 ms
[2022-02-16 22:28:43 main:574] : INFO : Epoch 1728 | loss: 0.0311864 | val_loss: 0.0311916 | Time: 3121.19 ms
[2022-02-16 22:28:46 main:574] : INFO : Epoch 1729 | loss: 0.0311889 | val_loss: 0.0311901 | Time: 3148.1 ms
[2022-02-16 22:28:49 main:574] : INFO : Epoch 1730 | loss: 0.0311846 | val_loss: 0.0311896 | Time: 3140.98 ms
[2022-02-16 22:28:52 main:574] : INFO : Epoch 1731 | loss: 0.0311846 | val_loss: 0.0311987 | Time: 3134.76 ms
[2022-02-16 22:28:55 main:574] : INFO : Epoch 1732 | loss: 0.0311873 | val_loss: 0.0311959 | Time: 3138.79 ms
[2022-02-16 22:28:59 main:574] : INFO : Epoch 1733 | loss: 0.0311866 | val_loss: 0.0311942 | Time: 3147.15 ms
[2022-02-16 22:29:02 main:574] : INFO : Epoch 1734 | loss: 0.0311842 | val_loss: 0.0311895 | Time: 3135.44 ms
[2022-02-16 22:29:05 main:574] : INFO : Epoch 1735 | loss: 0.0311833 | val_loss: 0.0311928 | Time: 3157.76 ms
[2022-02-16 22:29:08 main:574] : INFO : Epoch 1736 | loss: 0.0311836 | val_loss: 0.0311904 | Time: 3140.89 ms
[2022-02-16 22:29:11 main:574] : INFO : Epoch 1737 | loss: 0.0311842 | val_loss: 0.0311923 | Time: 3142.29 ms
[2022-02-16 22:29:14 main:574] : INFO : Epoch 1738 | loss: 0.0311825 | val_loss: 0.0311914 | Time: 3160.81 ms
[2022-02-16 22:29:17 main:574] : INFO : Epoch 1739 | loss: 0.0311831 | val_loss: 0.0311942 | Time: 3152.02 ms
[2022-02-16 22:29:21 main:574] : INFO : Epoch 1740 | loss: 0.0311843 | val_loss: 0.0311895 | Time: 3144.79 ms
[2022-02-16 22:29:24 main:574] : INFO : Epoch 1741 | loss: 0.0311837 | val_loss: 0.0311897 | Time: 3156.48 ms
[2022-02-16 22:29:27 main:574] : INFO : Epoch 1742 | loss: 0.0311835 | val_loss: 0.03119 | Time: 3125.41 ms
[2022-02-16 22:29:30 main:574] : INFO : Epoch 1743 | loss: 0.0311831 | val_loss: 0.0311914 | Time: 3133.67 ms
[2022-02-16 22:29:33 main:574] : INFO : Epoch 1744 | loss: 0.0311826 | val_loss: 0.0311883 | Time: 3147.91 ms
[2022-02-16 22:29:36 main:574] : INFO : Epoch 1745 | loss: 0.0311814 | val_loss: 0.0311904 | Time: 3143.54 ms
[2022-02-16 22:29:40 main:574] : INFO : Epoch 1746 | loss: 0.0311862 | val_loss: 0.0311938 | Time: 3163.71 ms
[2022-02-16 22:29:43 main:574] : INFO : Epoch 1747 | loss: 0.0311845 | val_loss: 0.0311943 | Time: 3144.79 ms
[2022-02-16 22:29:46 main:574] : INFO : Epoch 1748 | loss: 0.0311855 | val_loss: 0.0311997 | Time: 3149.54 ms
[2022-02-16 22:29:49 main:574] : INFO : Epoch 1749 | loss: 0.0311864 | val_loss: 0.0311898 | Time: 3139.91 ms
[2022-02-16 22:29:52 main:574] : INFO : Epoch 1750 | loss: 0.0311846 | val_loss: 0.0311899 | Time: 3136.86 ms
[2022-02-16 22:29:55 main:574] : INFO : Epoch 1751 | loss: 0.0311832 | val_loss: 0.0311885 | Time: 3121.68 ms
[2022-02-16 22:29:58 main:574] : INFO : Epoch 1752 | loss: 0.0311838 | val_loss: 0.0311897 | Time: 3143.12 ms
[2022-02-16 22:30:02 main:574] : INFO : Epoch 1753 | loss: 0.0311824 | val_loss: 0.0311886 | Time: 3146.71 ms
[2022-02-16 22:30:05 main:574] : INFO : Epoch 1754 | loss: 0.0311841 | val_loss: 0.0311903 | Time: 3136.58 ms
[2022-02-16 22:30:08 main:574] : INFO : Epoch 1755 | loss: 0.0311844 | val_loss: 0.0311891 | Time: 3135.02 ms
[2022-02-16 22:30:11 main:574] : INFO : Epoch 1756 | loss: 0.0311853 | val_loss: 0.0311905 | Time: 3156.19 ms
[2022-02-16 22:30:14 main:574] : INFO : Epoch 1757 | loss: 0.031183 | val_loss: 0.0311889 | Time: 3154.6 ms
[2022-02-16 22:30:17 main:574] : INFO : Epoch 1758 | loss: 0.0311835 | val_loss: 0.0311918 | Time: 3146.12 ms
[2022-02-16 22:30:20 main:574] : INFO : Epoch 1759 | loss: 0.0311833 | val_loss: 0.0311891 | Time: 3142.09 ms
[2022-02-16 22:30:24 main:574] : INFO : Epoch 1760 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 3130.07 ms
[2022-02-16 22:30:27 main:574] : INFO : Epoch 1761 | loss: 0.0311836 | val_loss: 0.0311912 | Time: 3143.08 ms
[2022-02-16 22:30:30 main:574] : INFO : Epoch 1762 | loss: 0.0311833 | val_loss: 0.0311923 | Time: 3142.67 ms
[2022-02-16 22:30:33 main:574] : INFO : Epoch 1763 | loss: 0.0311875 | val_loss: 0.0311965 | Time: 3134.19 ms
[2022-02-16 22:30:36 main:574] : INFO : Epoch 1764 | loss: 0.0311861 | val_loss: 0.0311907 | Time: 3163.06 ms
[2022-02-16 22:30:39 main:574] : INFO : Epoch 1765 | loss: 0.031186 | val_loss: 0.0312001 | Time: 3135.24 ms
[2022-02-16 22:30:43 main:574] : INFO : Epoch 1766 | loss: 0.031186 | val_loss: 0.0311905 | Time: 3165.82 ms
[2022-02-16 22:30:46 main:574] : INFO : Epoch 1767 | loss: 0.0311851 | val_loss: 0.0311962 | Time: 3135.16 ms
[2022-02-16 22:30:49 main:574] : INFO : Epoch 1768 | loss: 0.0311856 | val_loss: 0.0311918 | Time: 3133.87 ms
[2022-02-16 22:30:52 main:574] : INFO : Epoch 1769 | loss: 0.0311841 | val_loss: 0.0311906 | Time: 3144.94 ms
[2022-02-16 22:30:55 main:574] : INFO : Epoch 1770 | loss: 0.0311825 | val_loss: 0.0311911 | Time: 3149.4 ms
[2022-02-16 22:30:58 main:574] : INFO : Epoch 1771 | loss: 0.0311831 | val_loss: 0.031193 | Time: 3127.63 ms
[2022-02-16 22:31:01 main:574] : INFO : Epoch 1772 | loss: 0.0311847 | val_loss: 0.0311936 | Time: 3124.97 ms
[2022-02-16 22:31:05 main:574] : INFO : Epoch 1773 | loss: 0.031182 | val_loss: 0.0311905 | Time: 3127.83 ms
[2022-02-16 22:31:08 main:574] : INFO : Epoch 1774 | loss: 0.0311818 | val_loss: 0.0311963 | Time: 3163.32 ms
[2022-02-16 22:31:11 main:574] : INFO : Epoch 1775 | loss: 0.0311835 | val_loss: 0.0311904 | Time: 3140.33 ms
[2022-02-16 22:31:14 main:574] : INFO : Epoch 1776 | loss: 0.0311818 | val_loss: 0.0311917 | Time: 3137.32 ms
[2022-02-16 22:31:17 main:574] : INFO : Epoch 1777 | loss: 0.0311826 | val_loss: 0.0311953 | Time: 3160.29 ms
[2022-02-16 22:31:20 main:574] : INFO : Epoch 1778 | loss: 0.0311839 | val_loss: 0.0311918 | Time: 3159.62 ms
[2022-02-16 22:31:23 main:574] : INFO : Epoch 1779 | loss: 0.0311833 | val_loss: 0.0311915 | Time: 3133.16 ms
[2022-02-16 22:31:27 main:574] : INFO : Epoch 1780 | loss: 0.0311825 | val_loss: 0.0311915 | Time: 3147.61 ms
[2022-02-16 22:31:30 main:574] : INFO : Epoch 1781 | loss: 0.031184 | val_loss: 0.0311985 | Time: 3141.81 ms
[2022-02-16 22:31:33 main:574] : INFO : Epoch 1782 | loss: 0.0311862 | val_loss: 0.0311971 | Time: 3141.12 ms
[2022-02-16 22:31:36 main:574] : INFO : Epoch 1783 | loss: 0.0311858 | val_loss: 0.0311895 | Time: 3144.55 ms
[2022-02-16 22:31:39 main:574] : INFO : Epoch 1784 | loss: 0.031183 | val_loss: 0.0311902 | Time: 3133.03 ms
[2022-02-16 22:31:42 main:574] : INFO : Epoch 1785 | loss: 0.0311833 | val_loss: 0.0311999 | Time: 3147.19 ms
[2022-02-16 22:31:45 main:574] : INFO : Epoch 1786 | loss: 0.0311852 | val_loss: 0.0311889 | Time: 3139.02 ms
[2022-02-16 22:31:49 main:574] : INFO : Epoch 1787 | loss: 0.0311823 | val_loss: 0.0311884 | Time: 3150.5 ms
[2022-02-16 22:31:52 main:574] : INFO : Epoch 1788 | loss: 0.0311819 | val_loss: 0.0311899 | Time: 3157.78 ms
[2022-02-16 22:31:55 main:574] : INFO : Epoch 1789 | loss: 0.0311834 | val_loss: 0.0311896 | Time: 3149.08 ms
[2022-02-16 22:31:58 main:574] : INFO : Epoch 1790 | loss: 0.0311823 | val_loss: 0.0311897 | Time: 3128.61 ms
[2022-02-16 22:32:01 main:574] : INFO : Epoch 1791 | loss: 0.0311825 | val_loss: 0.0311893 | Time: 3131.36 ms
[2022-02-16 22:32:04 main:574] : INFO : Epoch 1792 | loss: 0.0311844 | val_loss: 0.0311917 | Time: 3148.47 ms
[2022-02-16 22:32:08 main:574] : INFO : Epoch 1793 | loss: 0.0311831 | val_loss: 0.0311886 | Time: 3133.24 ms
[2022-02-16 22:32:11 main:574] : INFO : Epoch 1794 | loss: 0.0311829 | val_loss: 0.0311896 | Time: 3147.71 ms
[2022-02-16 22:32:14 main:574] : INFO : Epoch 1795 | loss: 0.0311827 | val_loss: 0.0311894 | Time: 3148.31 ms
[2022-02-16 22:32:17 main:574] : INFO : Epoch 1796 | loss: 0.0311831 | val_loss: 0.03119 | Time: 3136.79 ms
[2022-02-16 22:32:20 main:574] : INFO : Epoch 1797 | loss: 0.031183 | val_loss: 0.0311912 | Time: 3157.5 ms
[2022-02-16 22:32:23 main:574] : INFO : Epoch 1798 | loss: 0.0311843 | val_loss: 0.0311895 | Time: 3136.42 ms
[2022-02-16 22:32:26 main:574] : INFO : Epoch 1799 | loss: 0.0311843 | val_loss: 0.0311927 | Time: 3139.96 ms
[2022-02-16 22:32:30 main:574] : INFO : Epoch 1800 | loss: 0.0311893 | val_loss: 0.0311985 | Time: 3140.14 ms
[2022-02-16 22:32:33 main:574] : INFO : Epoch 1801 | loss: 0.0311876 | val_loss: 0.0312001 | Time: 3142.84 ms
[2022-02-16 22:32:36 main:574] : INFO : Epoch 1802 | loss: 0.0311888 | val_loss: 0.0311931 | Time: 3143.12 ms
[2022-02-16 22:32:39 main:574] : INFO : Epoch 1803 | loss: 0.0311874 | val_loss: 0.0311984 | Time: 3135.68 ms
[2022-02-16 22:32:42 main:574] : INFO : Epoch 1804 | loss: 0.0311889 | val_loss: 0.0311901 | Time: 3159.21 ms
[2022-02-16 22:32:45 main:574] : INFO : Epoch 1805 | loss: 0.0311868 | val_loss: 0.0311932 | Time: 3150.01 ms
[2022-02-16 22:32:48 main:574] : INFO : Epoch 1806 | loss: 0.0311871 | val_loss: 0.0311937 | Time: 3136.38 ms
[2022-02-16 22:32:52 main:574] : INFO : Epoch 1807 | loss: 0.0311889 | val_loss: 0.0311927 | Time: 3121.69 ms
[2022-02-16 22:32:55 main:574] : INFO : Epoch 1808 | loss: 0.0311866 | val_loss: 0.0311901 | Time: 3157.62 ms
[2022-02-16 22:32:58 main:574] : INFO : Epoch 1809 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 3155.23 ms
[2022-02-16 22:33:01 main:574] : INFO : Epoch 1810 | loss: 0.0311858 | val_loss: 0.0311888 | Time: 3137.68 ms
[2022-02-16 22:33:04 main:574] : INFO : Epoch 1811 | loss: 0.0311857 | val_loss: 0.0311883 | Time: 3128.1 ms
[2022-02-16 22:33:07 main:574] : INFO : Epoch 1812 | loss: 0.0311858 | val_loss: 0.0311882 | Time: 3132.75 ms
[2022-02-16 22:33:11 main:574] : INFO : Epoch 1813 | loss: 0.0311865 | val_loss: 0.0311874 | Time: 3158.83 ms
[2022-02-16 22:33:14 main:574] : INFO : Epoch 1814 | loss: 0.0311855 | val_loss: 0.031188 | Time: 3136.75 ms
[2022-02-16 22:33:17 main:574] : INFO : Epoch 1815 | loss: 0.0311854 | val_loss: 0.0311883 | Time: 3136.02 ms
[2022-02-16 22:33:20 main:574] : INFO : Epoch 1816 | loss: 0.0311846 | val_loss: 0.0311881 | Time: 3143.72 ms
[2022-02-16 22:33:23 main:574] : INFO : Epoch 1817 | loss: 0.0311846 | val_loss: 0.0311906 | Time: 3148.99 ms
[2022-02-16 22:33:26 main:574] : INFO : Epoch 1818 | loss: 0.0311855 | val_loss: 0.0311919 | Time: 3139.7 ms
[2022-02-16 22:33:29 main:574] : INFO : Epoch 1819 | loss: 0.0311844 | val_loss: 0.0311888 | Time: 3128.67 ms
[2022-02-16 22:33:33 main:574] : INFO : Epoch 1820 | loss: 0.0311845 | val_loss: 0.0311912 | Time: 3135.5 ms
[2022-02-16 22:33:36 main:574] : INFO : Epoch 1821 | loss: 0.031185 | val_loss: 0.031189 | Time: 3144.31 ms
[2022-02-16 22:33:39 main:574] : INFO : Epoch 1822 | loss: 0.0311858 | val_loss: 0.0311892 | Time: 3164.6 ms
[2022-02-16 22:33:42 main:574] : INFO : Epoch 1823 | loss: 0.031187 | val_loss: 0.0311907 | Time: 3153.51 ms
[2022-02-16 22:33:45 main:574] : INFO : Epoch 1824 | loss: 0.0311873 | val_loss: 0.0311946 | Time: 3139.65 ms
[2022-02-16 22:33:48 main:574] : INFO : Epoch 1825 | loss: 0.0311855 | val_loss: 0.0311885 | Time: 3163.07 ms
[2022-02-16 22:33:51 main:574] : INFO : Epoch 1826 | loss: 0.0311839 | val_loss: 0.0311886 | Time: 3144.5 ms
[2022-02-16 22:33:55 main:574] : INFO : Epoch 1827 | loss: 0.0311831 | val_loss: 0.0311896 | Time: 3130.91 ms
[2022-02-16 22:33:58 main:574] : INFO : Epoch 1828 | loss: 0.0311844 | val_loss: 0.0311886 | Time: 3137.53 ms
[2022-02-16 22:34:01 main:574] : INFO : Epoch 1829 | loss: 0.0311832 | val_loss: 0.031192 | Time: 3144.61 ms
[2022-02-16 22:34:04 main:574] : INFO : Epoch 1830 | loss: 0.031183 | val_loss: 0.0311914 | Time: 3152 ms
[2022-02-16 22:34:07 main:574] : INFO : Epoch 1831 | loss: 0.0311828 | val_loss: 0.0311869 | Time: 3135.43 ms
[2022-02-16 22:34:10 main:574] : INFO : Epoch 1832 | loss: 0.0311839 | val_loss: 0.0311897 | Time: 3129.37 ms
[2022-02-16 22:34:14 main:574] : INFO : Epoch 1833 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 3163.91 ms
[2022-02-16 22:34:17 main:574] : INFO : Epoch 1834 | loss: 0.0311853 | val_loss: 0.0311886 | Time: 3160.33 ms
[2022-02-16 22:34:20 main:574] : INFO : Epoch 1835 | loss: 0.0311873 | val_loss: 0.0311933 | Time: 3132.82 ms
[2022-02-16 22:34:23 main:574] : INFO : Epoch 1836 | loss: 0.0311866 | val_loss: 0.0311879 | Time: 3145.08 ms
[2022-02-16 22:34:26 main:574] : INFO : Epoch 1837 | loss: 0.0311838 | val_loss: 0.0311875 | Time: 3124.04 ms
[2022-02-16 22:34:29 main:574] : INFO : Epoch 1838 | loss: 0.031183 | val_loss: 0.0311874 | Time: 3154.49 ms
[2022-02-16 22:34:32 main:574] : INFO : Epoch 1839 | loss: 0.0311827 | val_loss: 0.0311875 | Time: 3152.95 ms
[2022-02-16 22:34:36 main:574] : INFO : Epoch 1840 | loss: 0.0311826 | val_loss: 0.0311883 | Time: 3136.52 ms
[2022-02-16 22:34:39 main:574] : INFO : Epoch 1841 | loss: 0.0311843 | val_loss: 0.0311908 | Time: 3144.01 ms
[2022-02-16 22:34:42 main:574] : INFO : Epoch 1842 | loss: 0.0311846 | val_loss: 0.0311873 | Time: 3138.4 ms
[2022-02-16 22:34:45 main:574] : INFO : Epoch 1843 | loss: 0.0311816 | val_loss: 0.0311873 | Time: 3158.93 ms
[2022-02-16 22:34:48 main:574] : INFO : Epoch 1844 | loss: 0.0311824 | val_loss: 0.0311883 | Time: 3156.36 ms
[2022-02-16 22:34:51 main:574] : INFO : Epoch 1845 | loss: 0.0311824 | val_loss: 0.0311878 | Time: 3143.45 ms
[2022-02-16 22:34:54 main:574] : INFO : Epoch 1846 | loss: 0.031183 | val_loss: 0.0311888 | Time: 3124.04 ms
[2022-02-16 22:34:58 main:574] : INFO : Epoch 1847 | loss: 0.0311845 | val_loss: 0.0311907 | Time: 3153.13 ms
[2022-02-16 22:35:01 main:574] : INFO : Epoch 1848 | loss: 0.0311824 | val_loss: 0.0311865 | Time: 3147.55 ms
[2022-02-16 22:35:04 main:574] : INFO : Epoch 1849 | loss: 0.0311828 | val_loss: 0.0311877 | Time: 3134.88 ms
[2022-02-16 22:35:07 main:574] : INFO : Epoch 1850 | loss: 0.0311814 | val_loss: 0.0311866 | Time: 3142.52 ms
[2022-02-16 22:35:10 main:574] : INFO : Epoch 1851 | loss: 0.0311813 | val_loss: 0.0311868 | Time: 3143.85 ms
[2022-02-16 22:35:13 main:574] : INFO : Epoch 1852 | loss: 0.031185 | val_loss: 0.0311913 | Time: 3142.96 ms
[2022-02-16 22:35:17 main:574] : INFO : Epoch 1853 | loss: 0.0311837 | val_loss: 0.0311869 | Time: 3148.61 ms
[2022-02-16 22:35:20 main:574] : INFO : Epoch 1854 | loss: 0.0311824 | val_loss: 0.0311858 | Time: 3141.59 ms
[2022-02-16 22:35:23 main:574] : INFO : Epoch 1855 | loss: 0.031182 | val_loss: 0.031187 | Time: 3136.94 ms
[2022-02-16 22:35:26 main:574] : INFO : Epoch 1856 | loss: 0.031182 | val_loss: 0.0311898 | Time: 3159.2 ms
[2022-02-16 22:35:29 main:574] : INFO : Epoch 1857 | loss: 0.0311851 | val_loss: 0.031187 | Time: 3137.44 ms
[2022-02-16 22:35:32 main:574] : INFO : Epoch 1858 | loss: 0.0311839 | val_loss: 0.0311861 | Time: 3141.35 ms
[2022-02-16 22:35:35 main:574] : INFO : Epoch 1859 | loss: 0.0311828 | val_loss: 0.0311911 | Time: 3118.38 ms
[2022-02-16 22:35:39 main:574] : INFO : Epoch 1860 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 3137.76 ms
[2022-02-16 22:35:42 main:574] : INFO : Epoch 1861 | loss: 0.0311837 | val_loss: 0.0311893 | Time: 3142.29 ms
[2022-02-16 22:35:45 main:574] : INFO : Epoch 1862 | loss: 0.0311859 | val_loss: 0.0311871 | Time: 3137.41 ms
[2022-02-16 22:35:48 main:574] : INFO : Epoch 1863 | loss: 0.0311854 | val_loss: 0.0311866 | Time: 3115.98 ms
[2022-02-16 22:35:51 main:574] : INFO : Epoch 1864 | loss: 0.0311848 | val_loss: 0.0311876 | Time: 3161.48 ms
[2022-02-16 22:35:54 main:574] : INFO : Epoch 1865 | loss: 0.0311842 | val_loss: 0.031186 | Time: 3156.29 ms
[2022-02-16 22:35:57 main:574] : INFO : Epoch 1866 | loss: 0.0311904 | val_loss: 0.031193 | Time: 3139.25 ms
[2022-02-16 22:36:01 main:574] : INFO : Epoch 1867 | loss: 0.0311934 | val_loss: 0.0311952 | Time: 3142.57 ms
[2022-02-16 22:36:04 main:574] : INFO : Epoch 1868 | loss: 0.0312032 | val_loss: 0.0312214 | Time: 3157.26 ms
[2022-02-16 22:36:07 main:574] : INFO : Epoch 1869 | loss: 0.0312127 | val_loss: 0.031207 | Time: 3164.66 ms
[2022-02-16 22:36:10 main:574] : INFO : Epoch 1870 | loss: 0.0312106 | val_loss: 0.0312101 | Time: 3135.27 ms
[2022-02-16 22:36:13 main:574] : INFO : Epoch 1871 | loss: 0.0312081 | val_loss: 0.0312046 | Time: 3134.26 ms
[2022-02-16 22:36:16 main:574] : INFO : Epoch 1872 | loss: 0.0312064 | val_loss: 0.0312055 | Time: 3171.5 ms
[2022-02-16 22:36:20 main:574] : INFO : Epoch 1873 | loss: 0.0312043 | val_loss: 0.0312017 | Time: 3133.28 ms
[2022-02-16 22:36:23 main:574] : INFO : Epoch 1874 | loss: 0.0312009 | val_loss: 0.0312005 | Time: 3157.84 ms
[2022-02-16 22:36:26 main:574] : INFO : Epoch 1875 | loss: 0.0312014 | val_loss: 0.0312017 | Time: 3139.09 ms
[2022-02-16 22:36:29 main:574] : INFO : Epoch 1876 | loss: 0.031204 | val_loss: 0.031204 | Time: 3129.24 ms
[2022-02-16 22:36:32 main:574] : INFO : Epoch 1877 | loss: 0.0312096 | val_loss: 0.0312079 | Time: 3127.37 ms
[2022-02-16 22:36:35 main:574] : INFO : Epoch 1878 | loss: 0.0312096 | val_loss: 0.031207 | Time: 3154.18 ms
[2022-02-16 22:36:38 main:574] : INFO : Epoch 1879 | loss: 0.0312086 | val_loss: 0.0312086 | Time: 3131.34 ms
[2022-02-16 22:36:42 main:574] : INFO : Epoch 1880 | loss: 0.0312056 | val_loss: 0.0312023 | Time: 3140.43 ms
[2022-02-16 22:36:45 main:574] : INFO : Epoch 1881 | loss: 0.0312032 | val_loss: 0.031205 | Time: 3134.59 ms
[2022-02-16 22:36:48 main:574] : INFO : Epoch 1882 | loss: 0.0312079 | val_loss: 0.0312076 | Time: 3148.85 ms
[2022-02-16 22:36:51 main:574] : INFO : Epoch 1883 | loss: 0.0312018 | val_loss: 0.0312015 | Time: 3148.01 ms
[2022-02-16 22:36:54 main:574] : INFO : Epoch 1884 | loss: 0.0312014 | val_loss: 0.0312005 | Time: 3126.94 ms
[2022-02-16 22:36:57 main:574] : INFO : Epoch 1885 | loss: 0.0312021 | val_loss: 0.0312007 | Time: 3132.36 ms
[2022-02-16 22:37:00 main:574] : INFO : Epoch 1886 | loss: 0.0312019 | val_loss: 0.0312017 | Time: 3144.54 ms
[2022-02-16 22:37:04 main:574] : INFO : Epoch 1887 | loss: 0.0312006 | val_loss: 0.0312 | Time: 3148.21 ms
[2022-02-16 22:37:07 main:574] : INFO : Epoch 1888 | loss: 0.0311999 | val_loss: 0.0312004 | Time: 3128.49 ms
[2022-02-16 22:37:10 main:574] : INFO : Epoch 1889 | loss: 0.0311998 | val_loss: 0.0311984 | Time: 3132.87 ms
[2022-02-16 22:37:13 main:574] : INFO : Epoch 1890 | loss: 0.0311986 | val_loss: 0.0311978 | Time: 3145.06 ms
[2022-02-16 22:37:16 main:574] : INFO : Epoch 1891 | loss: 0.031197 | val_loss: 0.031197 | Time: 3131.54 ms
[2022-02-16 22:37:19 main:574] : INFO : Epoch 1892 | loss: 0.0311971 | val_loss: 0.031199 | Time: 3158.16 ms
[2022-02-16 22:37:22 main:574] : INFO : Epoch 1893 | loss: 0.0311984 | val_loss: 0.0311964 | Time: 3122.72 ms
[2022-02-16 22:37:26 main:574] : INFO : Epoch 1894 | loss: 0.0312034 | val_loss: 0.0311984 | Time: 3125.75 ms
[2022-02-16 22:37:29 main:574] : INFO : Epoch 1895 | loss: 0.0312011 | val_loss: 0.0311985 | Time: 3153.97 ms
[2022-02-16 22:37:32 main:574] : INFO : Epoch 1896 | loss: 0.0311985 | val_loss: 0.0311964 | Time: 3131.49 ms
[2022-02-16 22:37:35 main:574] : INFO : Epoch 1897 | loss: 0.0311981 | val_loss: 0.0311996 | Time: 3126.34 ms
[2022-02-16 22:37:38 main:574] : INFO : Epoch 1898 | loss: 0.0312006 | val_loss: 0.031197 | Time: 3134.79 ms
[2022-02-16 22:37:41 main:574] : INFO : Epoch 1899 | loss: 0.0311983 | val_loss: 0.0311971 | Time: 3138.19 ms
[2022-02-16 22:37:44 main:574] : INFO : Epoch 1900 | loss: 0.0311986 | val_loss: 0.0312012 | Time: 3145.94 ms
[2022-02-16 22:37:48 main:574] : INFO : Epoch 1901 | loss: 0.0311969 | val_loss: 0.0311946 | Time: 3138.9 ms
[2022-02-16 22:37:51 main:574] : INFO : Epoch 1902 | loss: 0.031196 | val_loss: 0.0311944 | Time: 3124.88 ms
[2022-02-16 22:37:54 main:574] : INFO : Epoch 1903 | loss: 0.0311969 | val_loss: 0.0311997 | Time: 3144.18 ms
[2022-02-16 22:37:57 main:574] : INFO : Epoch 1904 | loss: 0.0311974 | val_loss: 0.0312007 | Time: 3146.19 ms
[2022-02-16 22:38:00 main:574] : INFO : Epoch 1905 | loss: 0.0312009 | val_loss: 0.0312126 | Time: 3147.42 ms
[2022-02-16 22:38:03 main:574] : INFO : Epoch 1906 | loss: 0.031199 | val_loss: 0.0311985 | Time: 3133.8 ms
[2022-02-16 22:38:06 main:574] : INFO : Epoch 1907 | loss: 0.0311967 | val_loss: 0.0311921 | Time: 3144.12 ms
[2022-02-16 22:38:10 main:574] : INFO : Epoch 1908 | loss: 0.031195 | val_loss: 0.0311936 | Time: 3131.09 ms
[2022-02-16 22:38:13 main:574] : INFO : Epoch 1909 | loss: 0.0311947 | val_loss: 0.0311917 | Time: 3140.32 ms
[2022-02-16 22:38:16 main:574] : INFO : Epoch 1910 | loss: 0.0311949 | val_loss: 0.0311919 | Time: 3145.19 ms
[2022-02-16 22:38:19 main:574] : INFO : Epoch 1911 | loss: 0.0311974 | val_loss: 0.0312036 | Time: 3134.3 ms
[2022-02-16 22:38:22 main:574] : INFO : Epoch 1912 | loss: 0.0311996 | val_loss: 0.0312075 | Time: 3158.01 ms
[2022-02-16 22:38:25 main:574] : INFO : Epoch 1913 | loss: 0.0311962 | val_loss: 0.0311965 | Time: 3159.9 ms
[2022-02-16 22:38:29 main:574] : INFO : Epoch 1914 | loss: 0.031194 | val_loss: 0.0311939 | Time: 3146.09 ms
[2022-02-16 22:38:32 main:574] : INFO : Epoch 1915 | loss: 0.0311926 | val_loss: 0.0311912 | Time: 3125.46 ms
[2022-02-16 22:38:35 main:574] : INFO : Epoch 1916 | loss: 0.0311928 | val_loss: 0.0311941 | Time: 3141.72 ms
[2022-02-16 22:38:38 main:574] : INFO : Epoch 1917 | loss: 0.031194 | val_loss: 0.0311942 | Time: 3136.35 ms
[2022-02-16 22:38:41 main:574] : INFO : Epoch 1918 | loss: 0.0311919 | val_loss: 0.0311921 | Time: 3123.4 ms
[2022-02-16 22:38:44 main:574] : INFO : Epoch 1919 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 3121.31 ms
[2022-02-16 22:38:47 main:574] : INFO : Epoch 1920 | loss: 0.0311928 | val_loss: 0.0311916 | Time: 3159.8 ms
[2022-02-16 22:38:51 main:574] : INFO : Epoch 1921 | loss: 0.0311924 | val_loss: 0.0311912 | Time: 3152.33 ms
[2022-02-16 22:38:54 main:574] : INFO : Epoch 1922 | loss: 0.0311907 | val_loss: 0.0311918 | Time: 3135.34 ms
[2022-02-16 22:38:57 main:574] : INFO : Epoch 1923 | loss: 0.0311903 | val_loss: 0.0311905 | Time: 3148.87 ms
[2022-02-16 22:39:00 main:574] : INFO : Epoch 1924 | loss: 0.0311902 | val_loss: 0.0311926 | Time: 3141.07 ms
[2022-02-16 22:39:03 main:574] : INFO : Epoch 1925 | loss: 0.0311898 | val_loss: 0.0311915 | Time: 3139.08 ms
[2022-02-16 22:39:06 main:574] : INFO : Epoch 1926 | loss: 0.03119 | val_loss: 0.0311911 | Time: 3127.08 ms
[2022-02-16 22:39:09 main:574] : INFO : Epoch 1927 | loss: 0.0311893 | val_loss: 0.0311903 | Time: 3133.6 ms
[2022-02-16 22:39:13 main:574] : INFO : Epoch 1928 | loss: 0.0311888 | val_loss: 0.0311902 | Time: 3147.02 ms
[2022-02-16 22:39:16 main:574] : INFO : Epoch 1929 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 3143.07 ms
[2022-02-16 22:39:19 main:574] : INFO : Epoch 1930 | loss: 0.0311942 | val_loss: 0.0311988 | Time: 3148.53 ms
[2022-02-16 22:39:22 main:574] : INFO : Epoch 1931 | loss: 0.031192 | val_loss: 0.0312095 | Time: 3144.51 ms
[2022-02-16 22:39:25 main:574] : INFO : Epoch 1932 | loss: 0.0311947 | val_loss: 0.031189 | Time: 3116.88 ms
[2022-02-16 22:39:28 main:574] : INFO : Epoch 1933 | loss: 0.0311881 | val_loss: 0.0311897 | Time: 3144.37 ms
[2022-02-16 22:39:31 main:574] : INFO : Epoch 1934 | loss: 0.0311887 | val_loss: 0.0311897 | Time: 3154.31 ms
[2022-02-16 22:39:35 main:574] : INFO : Epoch 1935 | loss: 0.0311893 | val_loss: 0.0311966 | Time: 3152.82 ms
[2022-02-16 22:39:38 main:574] : INFO : Epoch 1936 | loss: 0.0311923 | val_loss: 0.0311988 | Time: 3133.4 ms
[2022-02-16 22:39:41 main:574] : INFO : Epoch 1937 | loss: 0.0311929 | val_loss: 0.031193 | Time: 3144.58 ms
[2022-02-16 22:39:44 main:574] : INFO : Epoch 1938 | loss: 0.0311929 | val_loss: 0.0311899 | Time: 3134.14 ms
[2022-02-16 22:39:47 main:574] : INFO : Epoch 1939 | loss: 0.0311897 | val_loss: 0.0311891 | Time: 3140.7 ms
[2022-02-16 22:39:50 main:574] : INFO : Epoch 1940 | loss: 0.0311889 | val_loss: 0.0311934 | Time: 3125.83 ms
[2022-02-16 22:39:53 main:574] : INFO : Epoch 1941 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 3128.88 ms
[2022-02-16 22:39:57 main:574] : INFO : Epoch 1942 | loss: 0.0311878 | val_loss: 0.0311891 | Time: 3153.17 ms
[2022-02-16 22:40:00 main:574] : INFO : Epoch 1943 | loss: 0.0311874 | val_loss: 0.0311939 | Time: 3152.34 ms
[2022-02-16 22:40:03 main:574] : INFO : Epoch 1944 | loss: 0.0311901 | val_loss: 0.0311906 | Time: 3137.14 ms
[2022-02-16 22:40:06 main:574] : INFO : Epoch 1945 | loss: 0.0311885 | val_loss: 0.0311912 | Time: 3151.2 ms
[2022-02-16 22:40:09 main:574] : INFO : Epoch 1946 | loss: 0.0311866 | val_loss: 0.0311924 | Time: 3136.47 ms
[2022-02-16 22:40:12 main:574] : INFO : Epoch 1947 | loss: 0.0311894 | val_loss: 0.0311895 | Time: 3139.09 ms
[2022-02-16 22:40:16 main:574] : INFO : Epoch 1948 | loss: 0.031187 | val_loss: 0.0311901 | Time: 3175.34 ms
[2022-02-16 22:40:19 main:574] : INFO : Epoch 1949 | loss: 0.0311865 | val_loss: 0.0311885 | Time: 3122.98 ms
[2022-02-16 22:40:22 main:574] : INFO : Epoch 1950 | loss: 0.0311894 | val_loss: 0.0312014 | Time: 3145.15 ms
[2022-02-16 22:40:25 main:574] : INFO : Epoch 1951 | loss: 0.0311883 | val_loss: 0.0311885 | Time: 3152.11 ms
[2022-02-16 22:40:28 main:574] : INFO : Epoch 1952 | loss: 0.031188 | val_loss: 0.0311908 | Time: 3152.2 ms
[2022-02-16 22:40:31 main:574] : INFO : Epoch 1953 | loss: 0.0311902 | val_loss: 0.0311956 | Time: 3136.04 ms
[2022-02-16 22:40:34 main:574] : INFO : Epoch 1954 | loss: 0.0311941 | val_loss: 0.0311936 | Time: 3140.67 ms
[2022-02-16 22:40:38 main:574] : INFO : Epoch 1955 | loss: 0.0313316 | val_loss: 0.0338762 | Time: 3146.03 ms
[2022-02-16 22:40:41 main:574] : INFO : Epoch 1956 | loss: 0.0367574 | val_loss: 0.0324459 | Time: 3170.13 ms
[2022-02-16 22:40:44 main:574] : INFO : Epoch 1957 | loss: 0.032661 | val_loss: 0.0315001 | Time: 3143.51 ms
[2022-02-16 22:40:47 main:574] : INFO : Epoch 1958 | loss: 0.0313981 | val_loss: 0.0312816 | Time: 3145.15 ms
[2022-02-16 22:40:50 main:574] : INFO : Epoch 1959 | loss: 0.0312738 | val_loss: 0.0312546 | Time: 3156.88 ms
[2022-02-16 22:40:53 main:574] : INFO : Epoch 1960 | loss: 0.031252 | val_loss: 0.0312476 | Time: 3149.32 ms
[2022-02-16 22:40:57 main:574] : INFO : Epoch 1961 | loss: 0.0312466 | val_loss: 0.0312432 | Time: 3127.59 ms
[2022-02-16 22:41:00 main:574] : INFO : Epoch 1962 | loss: 0.0312442 | val_loss: 0.0312408 | Time: 3136.04 ms
[2022-02-16 22:41:03 main:574] : INFO : Epoch 1963 | loss: 0.0312421 | val_loss: 0.0312377 | Time: 3139.21 ms
[2022-02-16 22:41:06 main:574] : INFO : Epoch 1964 | loss: 0.0312404 | val_loss: 0.0312364 | Time: 3139.2 ms
[2022-02-16 22:41:09 main:574] : INFO : Epoch 1965 | loss: 0.031237 | val_loss: 0.031231 | Time: 3144.66 ms
[2022-02-16 22:41:12 main:574] : INFO : Epoch 1966 | loss: 0.0312321 | val_loss: 0.0312257 | Time: 3152.23 ms
[2022-02-16 22:41:15 main:574] : INFO : Epoch 1967 | loss: 0.0312283 | val_loss: 0.031223 | Time: 3154.68 ms
[2022-02-16 22:41:19 main:574] : INFO : Epoch 1968 | loss: 0.0312248 | val_loss: 0.0312184 | Time: 3151.62 ms
[2022-02-16 22:41:22 main:574] : INFO : Epoch 1969 | loss: 0.031221 | val_loss: 0.0312173 | Time: 3152.11 ms
[2022-02-16 22:41:25 main:574] : INFO : Epoch 1970 | loss: 0.0312216 | val_loss: 0.031213 | Time: 3132.99 ms
[2022-02-16 22:41:28 main:574] : INFO : Epoch 1971 | loss: 0.031221 | val_loss: 0.0312104 | Time: 3147.91 ms
[2022-02-16 22:41:31 main:574] : INFO : Epoch 1972 | loss: 0.0312166 | val_loss: 0.0312069 | Time: 3143.86 ms
[2022-02-16 22:41:34 main:574] : INFO : Epoch 1973 | loss: 0.0312135 | val_loss: 0.0312085 | Time: 3158.25 ms
[2022-02-16 22:41:38 main:574] : INFO : Epoch 1974 | loss: 0.0312102 | val_loss: 0.0312108 | Time: 3155.55 ms
[2022-02-16 22:41:41 main:574] : INFO : Epoch 1975 | loss: 0.0312076 | val_loss: 0.0312021 | Time: 3124.13 ms
[2022-02-16 22:41:44 main:574] : INFO : Epoch 1976 | loss: 0.0312057 | val_loss: 0.0312026 | Time: 3155.22 ms
[2022-02-16 22:41:47 main:574] : INFO : Epoch 1977 | loss: 0.0312047 | val_loss: 0.0311998 | Time: 3144.37 ms
[2022-02-16 22:41:50 main:574] : INFO : Epoch 1978 | loss: 0.031204 | val_loss: 0.0312001 | Time: 3144.82 ms
[2022-02-16 22:41:53 main:574] : INFO : Epoch 1979 | loss: 0.0312021 | val_loss: 0.0311983 | Time: 3151.64 ms
[2022-02-16 22:41:56 main:574] : INFO : Epoch 1980 | loss: 0.0312018 | val_loss: 0.0312007 | Time: 3141.32 ms
[2022-02-16 22:42:00 main:574] : INFO : Epoch 1981 | loss: 0.0312033 | val_loss: 0.0312 | Time: 3152.12 ms
[2022-02-16 22:42:03 main:574] : INFO : Epoch 1982 | loss: 0.0312033 | val_loss: 0.0311989 | Time: 3133.63 ms
[2022-02-16 22:42:06 main:574] : INFO : Epoch 1983 | loss: 0.031206 | val_loss: 0.031203 | Time: 3131.54 ms
[2022-02-16 22:42:09 main:574] : INFO : Epoch 1984 | loss: 0.0312017 | val_loss: 0.0311967 | Time: 3149.13 ms
[2022-02-16 22:42:12 main:574] : INFO : Epoch 1985 | loss: 0.0312002 | val_loss: 0.0311969 | Time: 3142.42 ms
[2022-02-16 22:42:15 main:574] : INFO : Epoch 1986 | loss: 0.031199 | val_loss: 0.0311971 | Time: 3162.49 ms
[2022-02-16 22:42:18 main:574] : INFO : Epoch 1987 | loss: 0.0311985 | val_loss: 0.0311963 | Time: 3140.1 ms
[2022-02-16 22:42:22 main:574] : INFO : Epoch 1988 | loss: 0.0311989 | val_loss: 0.0311965 | Time: 3116.93 ms
[2022-02-16 22:42:25 main:574] : INFO : Epoch 1989 | loss: 0.0311978 | val_loss: 0.0311957 | Time: 3138.57 ms
[2022-02-16 22:42:28 main:574] : INFO : Epoch 1990 | loss: 0.0311973 | val_loss: 0.0311959 | Time: 3165.08 ms
[2022-02-16 22:42:31 main:574] : INFO : Epoch 1991 | loss: 0.0311975 | val_loss: 0.031196 | Time: 3133.05 ms
[2022-02-16 22:42:34 main:574] : INFO : Epoch 1992 | loss: 0.0311987 | val_loss: 0.0311987 | Time: 3121.05 ms
[2022-02-16 22:42:37 main:574] : INFO : Epoch 1993 | loss: 0.0311976 | val_loss: 0.0311954 | Time: 3147.19 ms
[2022-02-16 22:42:40 main:574] : INFO : Epoch 1994 | loss: 0.0311986 | val_loss: 0.0311984 | Time: 3153.56 ms
[2022-02-16 22:42:44 main:574] : INFO : Epoch 1995 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 3157.84 ms
[2022-02-16 22:42:47 main:574] : INFO : Epoch 1996 | loss: 0.031201 | val_loss: 0.0311949 | Time: 3135.81 ms
[2022-02-16 22:42:50 main:574] : INFO : Epoch 1997 | loss: 0.0311983 | val_loss: 0.0311988 | Time: 3122.93 ms
[2022-02-16 22:42:53 main:574] : INFO : Epoch 1998 | loss: 0.0311967 | val_loss: 0.0311946 | Time: 3163.33 ms
[2022-02-16 22:42:56 main:574] : INFO : Epoch 1999 | loss: 0.0311998 | val_loss: 0.0311962 | Time: 3143.97 ms
[2022-02-16 22:42:59 main:574] : INFO : Epoch 2000 | loss: 0.031196 | val_loss: 0.0311949 | Time: 3135.55 ms
[2022-02-16 22:43:03 main:574] : INFO : Epoch 2001 | loss: 0.031196 | val_loss: 0.031199 | Time: 3145.47 ms
[2022-02-16 22:43:06 main:574] : INFO : Epoch 2002 | loss: 0.0311964 | val_loss: 0.0311996 | Time: 3162.74 ms
[2022-02-16 22:43:09 main:574] : INFO : Epoch 2003 | loss: 0.0311961 | val_loss: 0.031195 | Time: 3159.61 ms
[2022-02-16 22:43:12 main:574] : INFO : Epoch 2004 | loss: 0.0311943 | val_loss: 0.0311946 | Time: 3144.28 ms
[2022-02-16 22:43:15 main:574] : INFO : Epoch 2005 | loss: 0.0311952 | val_loss: 0.0311942 | Time: 3127.39 ms
[2022-02-16 22:43:18 main:574] : INFO : Epoch 2006 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 3137.37 ms
[2022-02-16 22:43:21 main:574] : INFO : Epoch 2007 | loss: 0.0311938 | val_loss: 0.0311938 | Time: 3164.34 ms
[2022-02-16 22:43:25 main:574] : INFO : Epoch 2008 | loss: 0.0311951 | val_loss: 0.0311988 | Time: 3133.16 ms
[2022-02-16 22:43:28 main:574] : INFO : Epoch 2009 | loss: 0.0311965 | val_loss: 0.0311943 | Time: 3136.99 ms
[2022-02-16 22:43:31 main:574] : INFO : Epoch 2010 | loss: 0.0311953 | val_loss: 0.0311938 | Time: 3152.03 ms
[2022-02-16 22:43:34 main:574] : INFO : Epoch 2011 | loss: 0.0311954 | val_loss: 0.0311992 | Time: 3159.73 ms
[2022-02-16 22:43:37 main:574] : INFO : Epoch 2012 | loss: 0.0311949 | val_loss: 0.0311954 | Time: 3157.77 ms
[2022-02-16 22:43:40 main:574] : INFO : Epoch 2013 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 3140.72 ms
[2022-02-16 22:43:44 main:574] : INFO : Epoch 2014 | loss: 0.0311953 | val_loss: 0.0311935 | Time: 3143.98 ms
[2022-02-16 22:43:47 main:574] : INFO : Epoch 2015 | loss: 0.0311931 | val_loss: 0.0311946 | Time: 3159.35 ms
[2022-02-16 22:43:50 main:574] : INFO : Epoch 2016 | loss: 0.0311938 | val_loss: 0.0311992 | Time: 3134.44 ms
[2022-02-16 22:43:53 main:574] : INFO : Epoch 2017 | loss: 0.0311953 | val_loss: 0.0311966 | Time: 3141.16 ms
[2022-02-16 22:43:56 main:574] : INFO : Epoch 2018 | loss: 0.0311939 | val_loss: 0.0311933 | Time: 3152.29 ms
[2022-02-16 22:43:59 main:574] : INFO : Epoch 2019 | loss: 0.0311929 | val_loss: 0.0311933 | Time: 3145.11 ms
[2022-02-16 22:44:02 main:574] : INFO : Epoch 2020 | loss: 0.0311929 | val_loss: 0.0311944 | Time: 3159.07 ms
[2022-02-16 22:44:06 main:574] : INFO : Epoch 2021 | loss: 0.031193 | val_loss: 0.0311943 | Time: 3148.57 ms
[2022-02-16 22:44:09 main:574] : INFO : Epoch 2022 | loss: 0.0311944 | val_loss: 0.0311932 | Time: 3141.16 ms
[2022-02-16 22:44:12 main:574] : INFO : Epoch 2023 | loss: 0.0311953 | val_loss: 0.0311963 | Time: 3153.1 ms
[2022-02-16 22:44:15 main:574] : INFO : Epoch 2024 | loss: 0.0311941 | val_loss: 0.0311953 | Time: 3145.38 ms
[2022-02-16 22:44:18 main:574] : INFO : Epoch 2025 | loss: 0.0311931 | val_loss: 0.031193 | Time: 3138.07 ms
[2022-02-16 22:44:21 main:574] : INFO : Epoch 2026 | loss: 0.031193 | val_loss: 0.0311938 | Time: 3145.85 ms
[2022-02-16 22:44:25 main:574] : INFO : Epoch 2027 | loss: 0.0311927 | val_loss: 0.0311971 | Time: 3148.25 ms
[2022-02-16 22:44:28 main:574] : INFO : Epoch 2028 | loss: 0.0311932 | val_loss: 0.0311929 | Time: 3146.1 ms
[2022-02-16 22:44:31 main:574] : INFO : Epoch 2029 | loss: 0.0311935 | val_loss: 0.0311957 | Time: 3149.45 ms
[2022-02-16 22:44:34 main:574] : INFO : Epoch 2030 | loss: 0.0311929 | val_loss: 0.031194 | Time: 3154.31 ms
[2022-02-16 22:44:37 main:574] : INFO : Epoch 2031 | loss: 0.0311935 | val_loss: 0.0311932 | Time: 3133.93 ms
[2022-02-16 22:44:40 main:574] : INFO : Epoch 2032 | loss: 0.0311924 | val_loss: 0.0311931 | Time: 3151.86 ms
[2022-02-16 22:44:43 main:574] : INFO : Epoch 2033 | loss: 0.0311926 | val_loss: 0.0311944 | Time: 3151.38 ms
[2022-02-16 22:44:47 main:574] : INFO : Epoch 2034 | loss: 0.0311919 | val_loss: 0.0311931 | Time: 3153.1 ms
[2022-02-16 22:44:50 main:574] : INFO : Epoch 2035 | loss: 0.0311918 | val_loss: 0.0311938 | Time: 3156.47 ms
[2022-02-16 22:44:53 main:574] : INFO : Epoch 2036 | loss: 0.0311948 | val_loss: 0.0311941 | Time: 3150.04 ms
[2022-02-16 22:44:56 main:574] : INFO : Epoch 2037 | loss: 0.0311965 | val_loss: 0.0311957 | Time: 3151.5 ms
[2022-02-16 22:44:59 main:574] : INFO : Epoch 2038 | loss: 0.0311946 | val_loss: 0.0311957 | Time: 3157.17 ms
[2022-02-16 22:45:02 main:574] : INFO : Epoch 2039 | loss: 0.0311952 | val_loss: 0.0311954 | Time: 3122.26 ms
[2022-02-16 22:45:06 main:574] : INFO : Epoch 2040 | loss: 0.0311976 | val_loss: 0.0311942 | Time: 3150.46 ms
[2022-02-16 22:45:09 main:574] : INFO : Epoch 2041 | loss: 0.0311932 | val_loss: 0.0311933 | Time: 3150.88 ms
[2022-02-16 22:45:12 main:574] : INFO : Epoch 2042 | loss: 0.0311927 | val_loss: 0.0311953 | Time: 3158.23 ms
[2022-02-16 22:45:15 main:574] : INFO : Epoch 2043 | loss: 0.0311931 | val_loss: 0.0311931 | Time: 3141.8 ms
[2022-02-16 22:45:18 main:574] : INFO : Epoch 2044 | loss: 0.031192 | val_loss: 0.031193 | Time: 3132.3 ms
[2022-02-16 22:45:21 main:574] : INFO : Epoch 2045 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 3125.63 ms
[2022-02-16 22:45:24 main:574] : INFO : Epoch 2046 | loss: 0.0311923 | val_loss: 0.0311931 | Time: 3174.4 ms
[2022-02-16 22:45:28 main:574] : INFO : Epoch 2047 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 3128.52 ms
[2022-02-16 22:45:31 main:574] : INFO : Epoch 2048 | loss: 0.0311992 | val_loss: 0.0311963 | Time: 3133.18 ms
[2022-02-16 22:45:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311963
[2022-02-16 22:45:31 main:603] : INFO : Saving end state to config to file
[2022-02-16 22:45:31 main:608] : INFO : Success, exiting..
22:45:31 (11936): 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)