Task 4362332
| Name | ParityMachine-1612383485-29839-5_0 |
| Workunit | 2427113 |
| Created | 10 Mar 2021, 1:15:30 UTC |
| Sent | 19 Mar 2021, 12:42:48 UTC |
| Report deadline | 26 Mar 2021, 12:42:48 UTC |
| Received | 19 Mar 2021, 14:32:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 47 min 11 sec |
| CPU time | 1 hours 45 min 12 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 | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 1542 | loss: 0.0310874 | val_loss: 0.0311063 | Time: 3122.82 ms [2021-03-19 15:06:21 main:574] : INFO : Epoch 1543 | loss: 0.0310814 | val_loss: 0.0311094 | Time: 3105.46 ms [2021-03-19 15:06:24 main:574] : INFO : Epoch 1544 | loss: 0.0310861 | val_loss: 0.0311114 | Time: 3082.85 ms [2021-03-19 15:06:27 main:574] : INFO : Epoch 1545 | loss: 0.0310838 | val_loss: 0.0311077 | Time: 3103.36 ms [2021-03-19 15:06:31 main:574] : INFO : Epoch 1546 | loss: 0.0310827 | val_loss: 0.0311073 | Time: 3088.57 ms [2021-03-19 15:06:34 main:574] : INFO : Epoch 1547 | loss: 0.0310815 | val_loss: 0.031104 | Time: 3096.46 ms [2021-03-19 15:06:37 main:574] : INFO : Epoch 1548 | loss: 0.0310836 | val_loss: 0.0311033 | Time: 3103.95 ms [2021-03-19 15:06:40 main:574] : INFO : Epoch 1549 | loss: 0.0310823 | val_loss: 0.0311046 | Time: 3097.53 ms [2021-03-19 15:06:43 main:574] : INFO : Epoch 1550 | loss: 0.0310824 | val_loss: 0.0311042 | Time: 3119.07 ms [2021-03-19 15:06:46 main:574] : INFO : Epoch 1551 | loss: 0.0310817 | val_loss: 0.0311063 | Time: 3107.86 ms [2021-03-19 15:06:49 main:574] : INFO : Epoch 1552 | loss: 0.0310808 | val_loss: 0.0311028 | Time: 3099.8 ms [2021-03-19 15:06:53 main:574] : INFO : Epoch 1553 | loss: 0.0310788 | val_loss: 0.0311051 | Time: 3111.91 ms [2021-03-19 15:06:56 main:574] : INFO : Epoch 1554 | loss: 0.0310801 | val_loss: 0.0311039 | Time: 3121.76 ms [2021-03-19 15:06:59 main:574] : INFO : Epoch 1555 | loss: 0.0310788 | val_loss: 0.0311057 | Time: 3124.54 ms [2021-03-19 15:07:02 main:574] : INFO : Epoch 1556 | loss: 0.0310784 | val_loss: 0.0311032 | Time: 3115.89 ms [2021-03-19 15:07:05 main:574] : INFO : Epoch 1557 | loss: 0.0310796 | val_loss: 0.0311065 | Time: 3109.46 ms [2021-03-19 15:07:08 main:574] : INFO : Epoch 1558 | loss: 0.0310821 | val_loss: 0.0311053 | Time: 3134.83 ms [2021-03-19 15:07:11 main:574] : INFO : Epoch 1559 | loss: 0.0310828 | val_loss: 0.0311067 | Time: 3103.84 ms [2021-03-19 15:07:15 main:574] : INFO : Epoch 1560 | loss: 0.0310808 | val_loss: 0.0310984 | Time: 3118.44 ms [2021-03-19 15:07:18 main:574] : INFO : Epoch 1561 | loss: 0.0310793 | val_loss: 0.031105 | Time: 3094.95 ms [2021-03-19 15:07:21 main:574] : INFO : Epoch 1562 | loss: 0.0310807 | val_loss: 0.0311029 | Time: 3109.73 ms [2021-03-19 15:07:24 main:574] : INFO : Epoch 1563 | loss: 0.0310769 | val_loss: 0.0310971 | Time: 3080.57 ms [2021-03-19 15:07:27 main:574] : INFO : Epoch 1564 | loss: 0.0310752 | val_loss: 0.0310992 | Time: 3132.69 ms [2021-03-19 15:07:30 main:574] : INFO : Epoch 1565 | loss: 0.0310757 | val_loss: 0.031097 | Time: 3127.25 ms [2021-03-19 15:07:33 main:574] : INFO : Epoch 1566 | loss: 0.0310746 | val_loss: 0.031099 | Time: 3077.96 ms [2021-03-19 15:07:37 main:574] : INFO : Epoch 1567 | loss: 0.0310737 | val_loss: 0.0310994 | Time: 3091.62 ms [2021-03-19 15:07:40 main:574] : INFO : Epoch 1568 | loss: 0.0310745 | val_loss: 0.0310967 | Time: 3107.59 ms [2021-03-19 15:07:43 main:574] : INFO : Epoch 1569 | loss: 0.0310764 | val_loss: 0.0310991 | Time: 3136.71 ms [2021-03-19 15:07:46 main:574] : INFO : Epoch 1570 | loss: 0.0310753 | val_loss: 0.0310939 | Time: 3085.18 ms [2021-03-19 15:07:49 main:574] : INFO : Epoch 1571 | loss: 0.0310785 | val_loss: 0.0311093 | Time: 3134.12 ms [2021-03-19 15:07:52 main:574] : INFO : Epoch 1572 | loss: 0.0311212 | val_loss: 0.0311284 | Time: 3117 ms [2021-03-19 15:07:55 main:574] : INFO : Epoch 1573 | loss: 0.0311157 | val_loss: 0.0311114 | Time: 3094.86 ms [2021-03-19 15:07:59 main:574] : INFO : Epoch 1574 | loss: 0.0310994 | val_loss: 0.0311223 | Time: 3102.73 ms [2021-03-19 15:08:02 main:574] : INFO : Epoch 1575 | loss: 0.0310928 | val_loss: 0.0311126 | Time: 3110.45 ms [2021-03-19 15:08:05 main:574] : INFO : Epoch 1576 | loss: 0.0310847 | val_loss: 0.0311217 | Time: 3121.66 ms [2021-03-19 15:08:08 main:574] : INFO : Epoch 1577 | loss: 0.0311065 | val_loss: 0.031125 | Time: 3110.16 ms [2021-03-19 15:08:11 main:574] : INFO : Epoch 1578 | loss: 0.0310986 | val_loss: 0.0311206 | Time: 3127.19 ms [2021-03-19 15:08:14 main:574] : INFO : Epoch 1579 | loss: 0.0310977 | val_loss: 0.031122 | Time: 3120.38 ms [2021-03-19 15:08:17 main:574] : INFO : Epoch 1580 | loss: 0.0310913 | val_loss: 0.0311114 | Time: 3103.22 ms [2021-03-19 15:08:21 main:574] : INFO : Epoch 1581 | loss: 0.0310806 | val_loss: 0.0310968 | Time: 3085.25 ms [2021-03-19 15:08:24 main:574] : INFO : Epoch 1582 | loss: 0.0310781 | val_loss: 0.0310968 | Time: 3121.22 ms [2021-03-19 15:08:27 main:574] : INFO : Epoch 1583 | loss: 0.0310762 | val_loss: 0.0310929 | Time: 3116.69 ms [2021-03-19 15:08:30 main:574] : INFO : Epoch 1584 | loss: 0.031077 | val_loss: 0.0310957 | Time: 3079.08 ms [2021-03-19 15:08:33 main:574] : INFO : Epoch 1585 | loss: 0.0310744 | val_loss: 0.0310934 | Time: 3113.68 ms [2021-03-19 15:08:36 main:574] : INFO : Epoch 1586 | loss: 0.0310799 | val_loss: 0.0310924 | Time: 3107.28 ms [2021-03-19 15:08:39 main:574] : INFO : Epoch 1587 | loss: 0.031075 | val_loss: 0.0310903 | Time: 3115.56 ms [2021-03-19 15:08:42 main:574] : INFO : Epoch 1588 | loss: 0.0310724 | val_loss: 0.0310903 | Time: 3091.46 ms [2021-03-19 15:08:46 main:574] : INFO : Epoch 1589 | loss: 0.0310732 | val_loss: 0.0311057 | Time: 3117.29 ms [2021-03-19 15:08:49 main:574] : INFO : Epoch 1590 | loss: 0.0310773 | val_loss: 0.0310883 | Time: 3111.99 ms [2021-03-19 15:08:52 main:574] : INFO : Epoch 1591 | loss: 0.0310739 | val_loss: 0.0310944 | Time: 3096.74 ms [2021-03-19 15:08:55 main:574] : INFO : Epoch 1592 | loss: 0.0310734 | val_loss: 0.0310916 | Time: 3121.99 ms [2021-03-19 15:08:58 main:574] : INFO : Epoch 1593 | loss: 0.0310704 | val_loss: 0.0310909 | Time: 3127.7 ms [2021-03-19 15:09:01 main:574] : INFO : Epoch 1594 | loss: 0.0310714 | val_loss: 0.0310935 | Time: 3116.77 ms [2021-03-19 15:09:05 main:574] : INFO : Epoch 1595 | loss: 0.0310725 | val_loss: 0.0310932 | Time: 3091.42 ms [2021-03-19 15:09:08 main:574] : INFO : Epoch 1596 | loss: 0.0310693 | val_loss: 0.0310916 | Time: 3117.25 ms [2021-03-19 15:09:11 main:574] : INFO : Epoch 1597 | loss: 0.031071 | val_loss: 0.0310958 | Time: 3098.21 ms [2021-03-19 15:09:14 main:574] : INFO : Epoch 1598 | loss: 0.0310692 | val_loss: 0.0310931 | Time: 3114.75 ms [2021-03-19 15:09:17 main:574] : INFO : Epoch 1599 | loss: 0.03107 | val_loss: 0.0310924 | Time: 3102.97 ms [2021-03-19 15:09:20 main:574] : INFO : Epoch 1600 | loss: 0.0310698 | val_loss: 0.0311008 | Time: 3090.55 ms [2021-03-19 15:09:23 main:574] : INFO : Epoch 1601 | loss: 0.0310692 | val_loss: 0.0310944 | Time: 3094.03 ms [2021-03-19 15:09:26 main:574] : INFO : Epoch 1602 | loss: 0.0310677 | val_loss: 0.0310945 | Time: 3106.61 ms [2021-03-19 15:09:30 main:574] : INFO : Epoch 1603 | loss: 0.0310668 | val_loss: 0.0310913 | Time: 3118.55 ms [2021-03-19 15:09:33 main:574] : INFO : Epoch 1604 | loss: 0.0310647 | val_loss: 0.0310911 | Time: 3109.87 ms [2021-03-19 15:09:36 main:574] : INFO : Epoch 1605 | loss: 0.031065 | val_loss: 0.031088 | Time: 3095.57 ms [2021-03-19 15:09:39 main:574] : INFO : Epoch 1606 | loss: 0.0310658 | val_loss: 0.0310909 | Time: 3115.51 ms [2021-03-19 15:09:42 main:574] : INFO : Epoch 1607 | loss: 0.0310673 | val_loss: 0.0310953 | Time: 3089.84 ms [2021-03-19 15:09:45 main:574] : INFO : Epoch 1608 | loss: 0.0310665 | val_loss: 0.0310949 | Time: 3097.31 ms [2021-03-19 15:09:48 main:574] : INFO : Epoch 1609 | loss: 0.0310621 | val_loss: 0.0310919 | Time: 3117.97 ms [2021-03-19 15:09:52 main:574] : INFO : Epoch 1610 | loss: 0.0310666 | val_loss: 0.0311095 | Time: 3093.94 ms [2021-03-19 15:09:55 main:574] : INFO : Epoch 1611 | loss: 0.0310728 | val_loss: 0.0310893 | Time: 3117.39 ms [2021-03-19 15:09:58 main:574] : INFO : Epoch 1612 | loss: 0.0310673 | val_loss: 0.0310882 | Time: 3103.69 ms [2021-03-19 15:10:01 main:574] : INFO : Epoch 1613 | loss: 0.0310653 | val_loss: 0.031091 | Time: 3104.32 ms [2021-03-19 15:10:04 main:574] : INFO : Epoch 1614 | loss: 0.0310623 | val_loss: 0.0310941 | Time: 3128.1 ms [2021-03-19 15:10:07 main:574] : INFO : Epoch 1615 | loss: 0.0310619 | val_loss: 0.0310934 | Time: 3094.4 ms [2021-03-19 15:10:10 main:574] : INFO : Epoch 1616 | loss: 0.0310602 | val_loss: 0.0310917 | Time: 3092.74 ms [2021-03-19 15:10:14 main:574] : INFO : Epoch 1617 | loss: 0.031061 | val_loss: 0.0310938 | Time: 3124.02 ms [2021-03-19 15:10:17 main:574] : INFO : Epoch 1618 | loss: 0.0310638 | val_loss: 0.0310908 | Time: 3115.04 ms [2021-03-19 15:10:20 main:574] : INFO : Epoch 1619 | loss: 0.0310589 | val_loss: 0.0310913 | Time: 3106.01 ms [2021-03-19 15:10:23 main:574] : INFO : Epoch 1620 | loss: 0.031059 | val_loss: 0.0310864 | Time: 3104.59 ms [2021-03-19 15:10:26 main:574] : INFO : Epoch 1621 | loss: 0.03106 | val_loss: 0.031092 | Time: 3113.74 ms [2021-03-19 15:10:29 main:574] : INFO : Epoch 1622 | loss: 0.0310612 | val_loss: 0.0310899 | Time: 3103.96 ms [2021-03-19 15:10:32 main:574] : INFO : Epoch 1623 | loss: 0.0310592 | val_loss: 0.0310921 | Time: 3114.96 ms [2021-03-19 15:10:36 main:574] : INFO : Epoch 1624 | loss: 0.0310596 | val_loss: 0.0310911 | Time: 3107.09 ms [2021-03-19 15:10:39 main:574] : INFO : Epoch 1625 | loss: 0.0310669 | val_loss: 0.0310892 | Time: 3125.79 ms [2021-03-19 15:10:42 main:574] : INFO : Epoch 1626 | loss: 0.0310664 | val_loss: 0.031088 | Time: 3106.73 ms [2021-03-19 15:10:45 main:574] : INFO : Epoch 1627 | loss: 0.0310612 | val_loss: 0.0310891 | Time: 3101.67 ms [2021-03-19 15:10:48 main:574] : INFO : Epoch 1628 | loss: 0.0310655 | val_loss: 0.0310901 | Time: 3104.18 ms [2021-03-19 15:10:51 main:574] : INFO : Epoch 1629 | loss: 0.0310676 | val_loss: 0.0310999 | Time: 3089.73 ms [2021-03-19 15:10:54 main:574] : INFO : Epoch 1630 | loss: 0.0310635 | val_loss: 0.0310837 | Time: 3109.94 ms [2021-03-19 15:10:57 main:574] : INFO : Epoch 1631 | loss: 0.0310614 | val_loss: 0.0310842 | Time: 3089.86 ms [2021-03-19 15:11:01 main:574] : INFO : Epoch 1632 | loss: 0.0310579 | val_loss: 0.0310834 | Time: 3078.01 ms [2021-03-19 15:11:04 main:574] : INFO : Epoch 1633 | loss: 0.0310561 | val_loss: 0.0310865 | Time: 3114.53 ms [2021-03-19 15:11:07 main:574] : INFO : Epoch 1634 | loss: 0.0310761 | val_loss: 0.0311489 | Time: 3096.61 ms [2021-03-19 15:11:10 main:574] : INFO : Epoch 1635 | loss: 0.031144 | val_loss: 0.0311492 | Time: 3114.41 ms [2021-03-19 15:11:13 main:574] : INFO : Epoch 1636 | loss: 0.0311319 | val_loss: 0.0311371 | Time: 3122.26 ms [2021-03-19 15:11:16 main:574] : INFO : Epoch 1637 | loss: 0.0311213 | val_loss: 0.0311284 | Time: 3103.26 ms [2021-03-19 15:11:19 main:574] : INFO : Epoch 1638 | loss: 0.0311123 | val_loss: 0.0311227 | Time: 3094.67 ms [2021-03-19 15:11:22 main:574] : INFO : Epoch 1639 | loss: 0.0311075 | val_loss: 0.031121 | Time: 3072.26 ms [2021-03-19 15:11:26 main:574] : INFO : Epoch 1640 | loss: 0.0311052 | val_loss: 0.0311163 | Time: 3105.35 ms [2021-03-19 15:11:29 main:574] : INFO : Epoch 1641 | loss: 0.031097 | val_loss: 0.031115 | Time: 3115.59 ms [2021-03-19 15:11:32 main:574] : INFO : Epoch 1642 | loss: 0.0310939 | val_loss: 0.0311148 | Time: 3135.29 ms [2021-03-19 15:11:35 main:574] : INFO : Epoch 1643 | loss: 0.0310921 | val_loss: 0.0311104 | Time: 3120.58 ms [2021-03-19 15:11:38 main:574] : INFO : Epoch 1644 | loss: 0.0310898 | val_loss: 0.0311099 | Time: 3114.16 ms [2021-03-19 15:11:41 main:574] : INFO : Epoch 1645 | loss: 0.031088 | val_loss: 0.0311057 | Time: 3107.05 ms [2021-03-19 15:11:45 main:574] : INFO : Epoch 1646 | loss: 0.0310851 | val_loss: 0.0311008 | Time: 3118.97 ms [2021-03-19 15:11:48 main:574] : INFO : Epoch 1647 | loss: 0.0310833 | val_loss: 0.0310994 | Time: 3120.79 ms [2021-03-19 15:11:51 main:574] : INFO : Epoch 1648 | loss: 0.0310812 | val_loss: 0.0310988 | Time: 3101.35 ms [2021-03-19 15:11:54 main:574] : INFO : Epoch 1649 | loss: 0.0310813 | val_loss: 0.0310998 | Time: 3111.66 ms [2021-03-19 15:11:57 main:574] : INFO : Epoch 1650 | loss: 0.0310773 | val_loss: 0.0310959 | Time: 3097.34 ms [2021-03-19 15:12:00 main:574] : INFO : Epoch 1651 | loss: 0.0310786 | val_loss: 0.0311009 | Time: 3122.86 ms [2021-03-19 15:12:03 main:574] : INFO : Epoch 1652 | loss: 0.0310773 | val_loss: 0.0310976 | Time: 3114.47 ms [2021-03-19 15:12:07 main:574] : INFO : Epoch 1653 | loss: 0.031075 | val_loss: 0.0310975 | Time: 3090.05 ms [2021-03-19 15:12:10 main:574] : INFO : Epoch 1654 | loss: 0.0310754 | val_loss: 0.0310935 | Time: 3116.25 ms [2021-03-19 15:12:13 main:574] : INFO : Epoch 1655 | loss: 0.0310751 | val_loss: 0.0310933 | Time: 3121.77 ms [2021-03-19 15:12:16 main:574] : INFO : Epoch 1656 | loss: 0.0310725 | val_loss: 0.0310967 | Time: 3106.03 ms [2021-03-19 15:12:19 main:574] : INFO : Epoch 1657 | loss: 0.0310721 | val_loss: 0.0310902 | Time: 3107.11 ms [2021-03-19 15:12:22 main:574] : INFO : Epoch 1658 | loss: 0.0310708 | val_loss: 0.0310884 | Time: 3102.55 ms [2021-03-19 15:12:25 main:574] : INFO : Epoch 1659 | loss: 0.0310702 | val_loss: 0.0310897 | Time: 3119.79 ms [2021-03-19 15:12:28 main:574] : INFO : Epoch 1660 | loss: 0.0310709 | val_loss: 0.0310872 | Time: 3106.57 ms [2021-03-19 15:12:32 main:574] : INFO : Epoch 1661 | loss: 0.0310673 | val_loss: 0.0310863 | Time: 3099.31 ms [2021-03-19 15:12:35 main:574] : INFO : Epoch 1662 | loss: 0.0310662 | val_loss: 0.0310907 | Time: 3131.88 ms [2021-03-19 15:12:38 main:574] : INFO : Epoch 1663 | loss: 0.0310701 | val_loss: 0.0310942 | Time: 3080.14 ms [2021-03-19 15:12:41 main:574] : INFO : Epoch 1664 | loss: 0.0310707 | val_loss: 0.0310906 | Time: 3120.8 ms [2021-03-19 15:12:44 main:574] : INFO : Epoch 1665 | loss: 0.031066 | val_loss: 0.031092 | Time: 3109.88 ms [2021-03-19 15:12:47 main:574] : INFO : Epoch 1666 | loss: 0.0310793 | val_loss: 0.0310936 | Time: 3124.83 ms [2021-03-19 15:12:50 main:574] : INFO : Epoch 1667 | loss: 0.0310849 | val_loss: 0.0310957 | Time: 3107.77 ms [2021-03-19 15:12:54 main:574] : INFO : Epoch 1668 | loss: 0.0310749 | val_loss: 0.0310899 | Time: 3109.4 ms [2021-03-19 15:12:57 main:574] : INFO : Epoch 1669 | loss: 0.0310691 | val_loss: 0.0310866 | Time: 3103.62 ms [2021-03-19 15:13:00 main:574] : INFO : Epoch 1670 | loss: 0.0310674 | val_loss: 0.0310873 | Time: 3100.13 ms [2021-03-19 15:13:03 main:574] : INFO : Epoch 1671 | loss: 0.031072 | val_loss: 0.0310877 | Time: 3108.59 ms [2021-03-19 15:13:06 main:574] : INFO : Epoch 1672 | loss: 0.0310703 | val_loss: 0.0310959 | Time: 3130.49 ms [2021-03-19 15:13:09 main:574] : INFO : Epoch 1673 | loss: 0.0310682 | val_loss: 0.0310881 | Time: 3100.23 ms [2021-03-19 15:13:12 main:574] : INFO : Epoch 1674 | loss: 0.0310653 | val_loss: 0.0310854 | Time: 3111.34 ms [2021-03-19 15:13:16 main:574] : INFO : Epoch 1675 | loss: 0.0310622 | val_loss: 0.0310852 | Time: 3105.65 ms [2021-03-19 15:13:19 main:574] : INFO : Epoch 1676 | loss: 0.0310595 | val_loss: 0.0310822 | Time: 3116.49 ms [2021-03-19 15:13:22 main:574] : INFO : Epoch 1677 | loss: 0.0310596 | val_loss: 0.0310846 | Time: 3123.46 ms [2021-03-19 15:13:25 main:574] : INFO : Epoch 1678 | loss: 0.0310612 | val_loss: 0.0310929 | Time: 3112.39 ms [2021-03-19 15:13:28 main:574] : INFO : Epoch 1679 | loss: 0.031078 | val_loss: 0.0310983 | Time: 3104.72 ms [2021-03-19 15:13:31 main:574] : INFO : Epoch 1680 | loss: 0.031073 | val_loss: 0.0310952 | Time: 3124.74 ms [2021-03-19 15:13:34 main:574] : INFO : Epoch 1681 | loss: 0.0310668 | val_loss: 0.0310867 | Time: 3091.19 ms [2021-03-19 15:13:38 main:574] : INFO : Epoch 1682 | loss: 0.0310609 | val_loss: 0.0310843 | Time: 3097.99 ms [2021-03-19 15:13:41 main:574] : INFO : Epoch 1683 | loss: 0.0310588 | val_loss: 0.0310881 | Time: 3106.76 ms [2021-03-19 15:13:44 main:574] : INFO : Epoch 1684 | loss: 0.0310595 | val_loss: 0.0310824 | Time: 3102.03 ms [2021-03-19 15:13:47 main:574] : INFO : Epoch 1685 | loss: 0.0310574 | val_loss: 0.031085 | Time: 3119.23 ms [2021-03-19 15:13:50 main:574] : INFO : Epoch 1686 | loss: 0.0310597 | val_loss: 0.0310819 | Time: 3098.92 ms [2021-03-19 15:13:53 main:574] : INFO : Epoch 1687 | loss: 0.0310581 | val_loss: 0.0310888 | Time: 3103.35 ms [2021-03-19 15:13:56 main:574] : INFO : Epoch 1688 | loss: 0.0310598 | val_loss: 0.0310785 | Time: 3121.01 ms [2021-03-19 15:14:00 main:574] : INFO : Epoch 1689 | loss: 0.03106 | val_loss: 0.0310798 | Time: 3132.34 ms [2021-03-19 15:14:03 main:574] : INFO : Epoch 1690 | loss: 0.0310604 | val_loss: 0.0310833 | Time: 3099.6 ms [2021-03-19 15:14:06 main:574] : INFO : Epoch 1691 | loss: 0.0310597 | val_loss: 0.0310808 | Time: 3125.21 ms [2021-03-19 15:14:09 main:574] : INFO : Epoch 1692 | loss: 0.0310673 | val_loss: 0.0310937 | Time: 3070.78 ms [2021-03-19 15:14:12 main:574] : INFO : Epoch 1693 | loss: 0.0310677 | val_loss: 0.0310855 | Time: 3085.86 ms [2021-03-19 15:14:15 main:574] : INFO : Epoch 1694 | loss: 0.0310594 | val_loss: 0.0310813 | Time: 3123.61 ms [2021-03-19 15:14:18 main:574] : INFO : Epoch 1695 | loss: 0.0310583 | val_loss: 0.0310849 | Time: 3126.65 ms [2021-03-19 15:14:21 main:574] : INFO : Epoch 1696 | loss: 0.0310575 | val_loss: 0.031079 | Time: 3095.08 ms [2021-03-19 15:14:25 main:574] : INFO : Epoch 1697 | loss: 0.0310585 | val_loss: 0.0310811 | Time: 3100.59 ms [2021-03-19 15:14:28 main:574] : INFO : Epoch 1698 | loss: 0.03106 | val_loss: 0.031079 | Time: 3118.76 ms [2021-03-19 15:14:31 main:574] : INFO : Epoch 1699 | loss: 0.0310604 | val_loss: 0.0310774 | Time: 3103.45 ms [2021-03-19 15:14:34 main:574] : INFO : Epoch 1700 | loss: 0.0310571 | val_loss: 0.0310755 | Time: 3107.04 ms [2021-03-19 15:14:37 main:574] : INFO : Epoch 1701 | loss: 0.0310561 | val_loss: 0.0310775 | Time: 3121.56 ms [2021-03-19 15:14:40 main:574] : INFO : Epoch 1702 | loss: 0.0310573 | val_loss: 0.0310736 | Time: 3126.92 ms [2021-03-19 15:14:44 main:574] : INFO : Epoch 1703 | loss: 0.0310566 | val_loss: 0.0310775 | Time: 3116.64 ms [2021-03-19 15:14:47 main:574] : INFO : Epoch 1704 | loss: 0.0310557 | val_loss: 0.0310774 | Time: 3138.92 ms [2021-03-19 15:14:50 main:574] : INFO : Epoch 1705 | loss: 0.0310538 | val_loss: 0.0310803 | Time: 3101.28 ms [2021-03-19 15:14:53 main:574] : INFO : Epoch 1706 | loss: 0.031054 | val_loss: 0.0310776 | Time: 3107.73 ms [2021-03-19 15:14:56 main:574] : INFO : Epoch 1707 | loss: 0.0310519 | val_loss: 0.0310759 | Time: 3118.02 ms [2021-03-19 15:14:59 main:574] : INFO : Epoch 1708 | loss: 0.0310513 | val_loss: 0.0310754 | Time: 3121.5 ms [2021-03-19 15:15:02 main:574] : INFO : Epoch 1709 | loss: 0.0310527 | val_loss: 0.0310773 | Time: 3106.13 ms [2021-03-19 15:15:06 main:574] : INFO : Epoch 1710 | loss: 0.0310522 | val_loss: 0.0310764 | Time: 3109.74 ms [2021-03-19 15:15:09 main:574] : INFO : Epoch 1711 | loss: 0.0310595 | val_loss: 0.0310723 | Time: 3129.36 ms [2021-03-19 15:15:12 main:574] : INFO : Epoch 1712 | loss: 0.0310612 | val_loss: 0.0310772 | Time: 3098.69 ms [2021-03-19 15:15:15 main:574] : INFO : Epoch 1713 | loss: 0.0310906 | val_loss: 0.0311025 | Time: 3097.46 ms [2021-03-19 15:15:18 main:574] : INFO : Epoch 1714 | loss: 0.0310873 | val_loss: 0.0310828 | Time: 3103.04 ms [2021-03-19 15:15:21 main:574] : INFO : Epoch 1715 | loss: 0.0310767 | val_loss: 0.0310809 | Time: 3090.31 ms [2021-03-19 15:15:24 main:574] : INFO : Epoch 1716 | loss: 0.031065 | val_loss: 0.031077 | Time: 3112.76 ms [2021-03-19 15:15:28 main:574] : INFO : Epoch 1717 | loss: 0.03106 | val_loss: 0.0310766 | Time: 3110.32 ms [2021-03-19 15:15:31 main:574] : INFO : Epoch 1718 | loss: 0.03106 | val_loss: 0.0310769 | Time: 3117.23 ms [2021-03-19 15:15:34 main:574] : INFO : Epoch 1719 | loss: 0.0310631 | val_loss: 0.0310773 | Time: 3118.55 ms [2021-03-19 15:15:37 main:574] : INFO : Epoch 1720 | loss: 0.0310584 | val_loss: 0.0310768 | Time: 3102.26 ms [2021-03-19 15:15:40 main:574] : INFO : Epoch 1721 | loss: 0.0310553 | val_loss: 0.0310759 | Time: 3118.2 ms [2021-03-19 15:15:43 main:574] : INFO : Epoch 1722 | loss: 0.0310547 | val_loss: 0.0310777 | Time: 3122.6 ms [2021-03-19 15:15:46 main:574] : INFO : Epoch 1723 | loss: 0.0310551 | val_loss: 0.0310776 | Time: 3109.27 ms [2021-03-19 15:15:50 main:574] : INFO : Epoch 1724 | loss: 0.0310528 | val_loss: 0.0310786 | Time: 3097.62 ms [2021-03-19 15:15:53 main:574] : INFO : Epoch 1725 | loss: 0.0310531 | val_loss: 0.0310774 | Time: 3109.45 ms [2021-03-19 15:15:56 main:574] : INFO : Epoch 1726 | loss: 0.0310525 | val_loss: 0.0310766 | Time: 3105.21 ms [2021-03-19 15:15:59 main:574] : INFO : Epoch 1727 | loss: 0.0310507 | val_loss: 0.0310809 | Time: 3094.26 ms [2021-03-19 15:16:02 main:574] : INFO : Epoch 1728 | loss: 0.031051 | val_loss: 0.0310765 | Time: 3094.95 ms [2021-03-19 15:16:05 main:574] : INFO : Epoch 1729 | loss: 0.0310512 | val_loss: 0.0310875 | Time: 3110.77 ms [2021-03-19 15:16:08 main:574] : INFO : Epoch 1730 | loss: 0.031063 | val_loss: 0.0311148 | Time: 3100.81 ms [2021-03-19 15:16:11 main:574] : INFO : Epoch 1731 | loss: 0.0338198 | val_loss: 0.0364188 | Time: 3095.73 ms [2021-03-19 15:16:15 main:574] : INFO : Epoch 1732 | loss: 0.0327148 | val_loss: 0.0315609 | Time: 3110.96 ms [2021-03-19 15:16:18 main:574] : INFO : Epoch 1733 | loss: 0.0313575 | val_loss: 0.0312884 | Time: 3146.21 ms [2021-03-19 15:16:21 main:574] : INFO : Epoch 1734 | loss: 0.0312332 | val_loss: 0.0311906 | Time: 3107.27 ms [2021-03-19 15:16:24 main:574] : INFO : Epoch 1735 | loss: 0.0311736 | val_loss: 0.031154 | Time: 3113.52 ms [2021-03-19 15:16:27 main:574] : INFO : Epoch 1736 | loss: 0.0311448 | val_loss: 0.0311328 | Time: 3110.2 ms [2021-03-19 15:16:30 main:574] : INFO : Epoch 1737 | loss: 0.0311241 | val_loss: 0.0311201 | Time: 3135.71 ms [2021-03-19 15:16:34 main:574] : INFO : Epoch 1738 | loss: 0.0311099 | val_loss: 0.0311114 | Time: 3097.4 ms [2021-03-19 15:16:37 main:574] : INFO : Epoch 1739 | loss: 0.031096 | val_loss: 0.0310979 | Time: 3112.72 ms [2021-03-19 15:16:40 main:574] : INFO : Epoch 1740 | loss: 0.0310853 | val_loss: 0.031095 | Time: 3112.93 ms [2021-03-19 15:16:43 main:574] : INFO : Epoch 1741 | loss: 0.0310899 | val_loss: 0.0311023 | Time: 3105.19 ms [2021-03-19 15:16:46 main:574] : INFO : Epoch 1742 | loss: 0.0310841 | val_loss: 0.0310942 | Time: 3093.18 ms [2021-03-19 15:16:49 main:574] : INFO : Epoch 1743 | loss: 0.0310798 | val_loss: 0.0310916 | Time: 3101.35 ms [2021-03-19 15:16:52 main:574] : INFO : Epoch 1744 | loss: 0.031078 | val_loss: 0.0310942 | Time: 3093.09 ms [2021-03-19 15:16:55 main:574] : INFO : Epoch 1745 | loss: 0.0310772 | val_loss: 0.0310843 | Time: 3090.88 ms [2021-03-19 15:16:59 main:574] : INFO : Epoch 1746 | loss: 0.0310744 | val_loss: 0.031094 | Time: 3104.62 ms [2021-03-19 15:17:02 main:574] : INFO : Epoch 1747 | loss: 0.0310743 | val_loss: 0.0310904 | Time: 3089.36 ms [2021-03-19 15:17:05 main:574] : INFO : Epoch 1748 | loss: 0.0310707 | val_loss: 0.0310843 | Time: 3106.43 ms [2021-03-19 15:17:08 main:574] : INFO : Epoch 1749 | loss: 0.0310699 | val_loss: 0.0310826 | Time: 3117.81 ms [2021-03-19 15:17:11 main:574] : INFO : Epoch 1750 | loss: 0.031067 | val_loss: 0.0310835 | Time: 3102.63 ms [2021-03-19 15:17:14 main:574] : INFO : Epoch 1751 | loss: 0.0310681 | val_loss: 0.031085 | Time: 3105.35 ms [2021-03-19 15:17:17 main:574] : INFO : Epoch 1752 | loss: 0.0310725 | val_loss: 0.0310823 | Time: 3100.55 ms [2021-03-19 15:17:21 main:574] : INFO : Epoch 1753 | loss: 0.0310736 | val_loss: 0.0310897 | Time: 3117.37 ms [2021-03-19 15:17:24 main:574] : INFO : Epoch 1754 | loss: 0.0310779 | val_loss: 0.0310988 | Time: 3112.91 ms [2021-03-19 15:17:27 main:574] : INFO : Epoch 1755 | loss: 0.0310851 | val_loss: 0.0311053 | Time: 3096.22 ms [2021-03-19 15:17:30 main:574] : INFO : Epoch 1756 | loss: 0.0310931 | val_loss: 0.0311073 | Time: 3107.96 ms [2021-03-19 15:17:33 main:574] : INFO : Epoch 1757 | loss: 0.0310953 | val_loss: 0.031114 | Time: 3128.61 ms [2021-03-19 15:17:36 main:574] : INFO : Epoch 1758 | loss: 0.031101 | val_loss: 0.031104 | Time: 3111.4 ms [2021-03-19 15:17:40 main:574] : INFO : Epoch 1759 | loss: 0.0310859 | val_loss: 0.0310955 | Time: 3125.98 ms [2021-03-19 15:17:43 main:574] : INFO : Epoch 1760 | loss: 0.0310742 | val_loss: 0.0310917 | Time: 3115.46 ms [2021-03-19 15:17:46 main:574] : INFO : Epoch 1761 | loss: 0.0310721 | val_loss: 0.0310934 | Time: 3100.08 ms [2021-03-19 15:17:49 main:574] : INFO : Epoch 1762 | loss: 0.0310707 | val_loss: 0.0310934 | Time: 3111.51 ms [2021-03-19 15:17:52 main:574] : INFO : Epoch 1763 | loss: 0.0310703 | val_loss: 0.031085 | Time: 3139.18 ms [2021-03-19 15:17:55 main:574] : INFO : Epoch 1764 | loss: 0.0310713 | val_loss: 0.0310918 | Time: 3109.1 ms [2021-03-19 15:17:58 main:574] : INFO : Epoch 1765 | loss: 0.0310721 | val_loss: 0.0310845 | Time: 3110.04 ms [2021-03-19 15:18:01 main:574] : INFO : Epoch 1766 | loss: 0.031068 | val_loss: 0.0310822 | Time: 3084.49 ms [2021-03-19 15:18:05 main:574] : INFO : Epoch 1767 | loss: 0.0310678 | val_loss: 0.0310829 | Time: 3127.47 ms [2021-03-19 15:18:08 main:574] : INFO : Epoch 1768 | loss: 0.0310716 | val_loss: 0.0310905 | Time: 3104.06 ms [2021-03-19 15:18:11 main:574] : INFO : Epoch 1769 | loss: 0.0310694 | val_loss: 0.0310813 | Time: 3107.88 ms [2021-03-19 15:18:14 main:574] : INFO : Epoch 1770 | loss: 0.0310697 | val_loss: 0.0310891 | Time: 3094.7 ms [2021-03-19 15:18:17 main:574] : INFO : Epoch 1771 | loss: 0.0310663 | val_loss: 0.0310881 | Time: 3089.28 ms [2021-03-19 15:18:20 main:574] : INFO : Epoch 1772 | loss: 0.0310622 | val_loss: 0.0310831 | Time: 3115.56 ms [2021-03-19 15:18:23 main:574] : INFO : Epoch 1773 | loss: 0.0310601 | val_loss: 0.0310836 | Time: 3075.09 ms [2021-03-19 15:18:27 main:574] : INFO : Epoch 1774 | loss: 0.0310627 | val_loss: 0.0310774 | Time: 3084.86 ms [2021-03-19 15:18:30 main:574] : INFO : Epoch 1775 | loss: 0.0310589 | val_loss: 0.0310792 | Time: 3066.91 ms [2021-03-19 15:18:33 main:574] : INFO : Epoch 1776 | loss: 0.031057 | val_loss: 0.0310802 | Time: 3118.13 ms [2021-03-19 15:18:36 main:574] : INFO : Epoch 1777 | loss: 0.031061 | val_loss: 0.0310763 | Time: 3098.16 ms [2021-03-19 15:18:39 main:574] : INFO : Epoch 1778 | loss: 0.0310578 | val_loss: 0.0310745 | Time: 3108.56 ms [2021-03-19 15:18:42 main:574] : INFO : Epoch 1779 | loss: 0.0310593 | val_loss: 0.0310815 | Time: 3083.8 ms [2021-03-19 15:18:45 main:574] : INFO : Epoch 1780 | loss: 0.0310586 | val_loss: 0.031075 | Time: 3091.5 ms [2021-03-19 15:18:48 main:574] : INFO : Epoch 1781 | loss: 0.0310565 | val_loss: 0.0310829 | Time: 3114.09 ms [2021-03-19 15:18:52 main:574] : INFO : Epoch 1782 | loss: 0.0310616 | val_loss: 0.031072 | Time: 3054.11 ms [2021-03-19 15:18:55 main:574] : INFO : Epoch 1783 | loss: 0.0310564 | val_loss: 0.0310782 | Time: 3103.97 ms [2021-03-19 15:18:58 main:574] : INFO : Epoch 1784 | loss: 0.0310577 | val_loss: 0.0310796 | Time: 3100.28 ms [2021-03-19 15:19:01 main:574] : INFO : Epoch 1785 | loss: 0.0310677 | val_loss: 0.0310775 | Time: 3086.02 ms [2021-03-19 15:19:04 main:574] : INFO : Epoch 1786 | loss: 0.0310621 | val_loss: 0.0310966 | Time: 3079.13 ms [2021-03-19 15:19:07 main:574] : INFO : Epoch 1787 | loss: 0.0310661 | val_loss: 0.0310814 | Time: 3085.54 ms [2021-03-19 15:19:10 main:574] : INFO : Epoch 1788 | loss: 0.0310571 | val_loss: 0.031074 | Time: 3084.02 ms [2021-03-19 15:19:13 main:574] : INFO : Epoch 1789 | loss: 0.0310574 | val_loss: 0.0310808 | Time: 3111.54 ms [2021-03-19 15:19:17 main:574] : INFO : Epoch 1790 | loss: 0.0310663 | val_loss: 0.0310849 | Time: 3098.39 ms [2021-03-19 15:19:20 main:574] : INFO : Epoch 1791 | loss: 0.0310613 | val_loss: 0.0310773 | Time: 3136.45 ms [2021-03-19 15:19:23 main:574] : INFO : Epoch 1792 | loss: 0.0310588 | val_loss: 0.0310751 | Time: 3087.64 ms [2021-03-19 15:19:26 main:574] : INFO : Epoch 1793 | loss: 0.0310504 | val_loss: 0.0310765 | Time: 3121.5 ms [2021-03-19 15:19:29 main:574] : INFO : Epoch 1794 | loss: 0.0310536 | val_loss: 0.0310842 | Time: 3092.59 ms [2021-03-19 15:19:32 main:574] : INFO : Epoch 1795 | loss: 0.0310663 | val_loss: 0.0310832 | Time: 3098.44 ms [2021-03-19 15:19:35 main:574] : INFO : Epoch 1796 | loss: 0.0310607 | val_loss: 0.0310777 | Time: 3108.24 ms [2021-03-19 15:19:38 main:574] : INFO : Epoch 1797 | loss: 0.0310544 | val_loss: 0.0310741 | Time: 3104.46 ms [2021-03-19 15:19:42 main:574] : INFO : Epoch 1798 | loss: 0.031058 | val_loss: 0.0310727 | Time: 3094.97 ms [2021-03-19 15:19:45 main:574] : INFO : Epoch 1799 | loss: 0.0310589 | val_loss: 0.0310719 | Time: 3102.86 ms [2021-03-19 15:19:48 main:574] : INFO : Epoch 1800 | loss: 0.0310578 | val_loss: 0.0310823 | Time: 3107.78 ms [2021-03-19 15:19:51 main:574] : INFO : Epoch 1801 | loss: 0.0310827 | val_loss: 0.0310845 | Time: 3108.72 ms [2021-03-19 15:19:54 main:574] : INFO : Epoch 1802 | loss: 0.0310675 | val_loss: 0.0310978 | Time: 3106.71 ms [2021-03-19 15:19:57 main:574] : INFO : Epoch 1803 | loss: 0.0310638 | val_loss: 0.0310767 | Time: 3080.87 ms [2021-03-19 15:20:00 main:574] : INFO : Epoch 1804 | loss: 0.0310591 | val_loss: 0.0310753 | Time: 3117.94 ms [2021-03-19 15:20:04 main:574] : INFO : Epoch 1805 | loss: 0.0310564 | val_loss: 0.0310803 | Time: 3099.79 ms [2021-03-19 15:20:07 main:574] : INFO : Epoch 1806 | loss: 0.0310698 | val_loss: 0.0310805 | Time: 3095.8 ms [2021-03-19 15:20:10 main:574] : INFO : Epoch 1807 | loss: 0.0310911 | val_loss: 0.0311107 | Time: 3114.24 ms [2021-03-19 15:20:13 main:574] : INFO : Epoch 1808 | loss: 0.031103 | val_loss: 0.0311023 | Time: 3103.79 ms [2021-03-19 15:20:16 main:574] : INFO : Epoch 1809 | loss: 0.0310901 | val_loss: 0.0310965 | Time: 3111.76 ms [2021-03-19 15:20:19 main:574] : INFO : Epoch 1810 | loss: 0.0310779 | val_loss: 0.0310916 | Time: 3108.01 ms [2021-03-19 15:20:22 main:574] : INFO : Epoch 1811 | loss: 0.031067 | val_loss: 0.0310815 | Time: 3096.48 ms [2021-03-19 15:20:26 main:574] : INFO : Epoch 1812 | loss: 0.0310674 | val_loss: 0.0310909 | Time: 3113.94 ms [2021-03-19 15:20:29 main:574] : INFO : Epoch 1813 | loss: 0.0310642 | val_loss: 0.0310794 | Time: 3137.11 ms [2021-03-19 15:20:32 main:574] : INFO : Epoch 1814 | loss: 0.0310604 | val_loss: 0.0310806 | Time: 3124.14 ms [2021-03-19 15:20:35 main:574] : INFO : Epoch 1815 | loss: 0.0311007 | val_loss: 0.0311033 | Time: 3121.6 ms [2021-03-19 15:20:38 main:574] : INFO : Epoch 1816 | loss: 0.0311014 | val_loss: 0.031106 | Time: 3119.59 ms [2021-03-19 15:20:41 main:574] : INFO : Epoch 1817 | loss: 0.0311008 | val_loss: 0.0310992 | Time: 3090.12 ms [2021-03-19 15:20:44 main:574] : INFO : Epoch 1818 | loss: 0.0310909 | val_loss: 0.0310888 | Time: 3094.1 ms [2021-03-19 15:20:48 main:574] : INFO : Epoch 1819 | loss: 0.0310825 | val_loss: 0.0310912 | Time: 3101.53 ms [2021-03-19 15:20:51 main:574] : INFO : Epoch 1820 | loss: 0.0310762 | val_loss: 0.0310826 | Time: 3105.88 ms [2021-03-19 15:20:54 main:574] : INFO : Epoch 1821 | loss: 0.0310674 | val_loss: 0.0310794 | Time: 3114.09 ms [2021-03-19 15:20:57 main:574] : INFO : Epoch 1822 | loss: 0.0310592 | val_loss: 0.0310762 | Time: 3113.21 ms [2021-03-19 15:21:00 main:574] : INFO : Epoch 1823 | loss: 0.0310596 | val_loss: 0.0310846 | Time: 3104.01 ms [2021-03-19 15:21:03 main:574] : INFO : Epoch 1824 | loss: 0.0310557 | val_loss: 0.0310725 | Time: 3116.62 ms [2021-03-19 15:21:06 main:574] : INFO : Epoch 1825 | loss: 0.0310535 | val_loss: 0.0310746 | Time: 3093.78 ms [2021-03-19 15:21:10 main:574] : INFO : Epoch 1826 | loss: 0.0310619 | val_loss: 0.0310771 | Time: 3105.76 ms [2021-03-19 15:21:13 main:574] : INFO : Epoch 1827 | loss: 0.0310584 | val_loss: 0.0310729 | Time: 3121.23 ms [2021-03-19 15:21:16 main:574] : INFO : Epoch 1828 | loss: 0.031054 | val_loss: 0.0310723 | Time: 3115.45 ms [2021-03-19 15:21:19 main:574] : INFO : Epoch 1829 | loss: 0.0310626 | val_loss: 0.0310784 | Time: 3114.1 ms [2021-03-19 15:21:22 main:574] : INFO : Epoch 1830 | loss: 0.031061 | val_loss: 0.0310759 | Time: 3102.75 ms [2021-03-19 15:21:25 main:574] : INFO : Epoch 1831 | loss: 0.0310577 | val_loss: 0.0310762 | Time: 3124.17 ms [2021-03-19 15:21:28 main:574] : INFO : Epoch 1832 | loss: 0.0310538 | val_loss: 0.0310664 | Time: 3122.97 ms [2021-03-19 15:21:32 main:574] : INFO : Epoch 1833 | loss: 0.031053 | val_loss: 0.0310693 | Time: 3114.1 ms [2021-03-19 15:21:35 main:574] : INFO : Epoch 1834 | loss: 0.0310576 | val_loss: 0.0310727 | Time: 3120.53 ms [2021-03-19 15:21:38 main:574] : INFO : Epoch 1835 | loss: 0.0310574 | val_loss: 0.0310697 | Time: 3123.92 ms [2021-03-19 15:21:41 main:574] : INFO : Epoch 1836 | loss: 0.0310558 | val_loss: 0.0310737 | Time: 3090.71 ms [2021-03-19 15:21:44 main:574] : INFO : Epoch 1837 | loss: 0.0310512 | val_loss: 0.0310707 | Time: 3093.38 ms [2021-03-19 15:21:47 main:574] : INFO : Epoch 1838 | loss: 0.0310474 | val_loss: 0.0310733 | Time: 3094.64 ms [2021-03-19 15:21:50 main:574] : INFO : Epoch 1839 | loss: 0.0310472 | val_loss: 0.0310741 | Time: 3110.59 ms [2021-03-19 15:21:54 main:574] : INFO : Epoch 1840 | loss: 0.0310486 | val_loss: 0.0310791 | Time: 3103.14 ms [2021-03-19 15:21:57 main:574] : INFO : Epoch 1841 | loss: 0.031048 | val_loss: 0.0310715 | Time: 3104.07 ms [2021-03-19 15:22:00 main:574] : INFO : Epoch 1842 | loss: 0.0310463 | val_loss: 0.0310847 | Time: 3096.08 ms [2021-03-19 15:22:03 main:574] : INFO : Epoch 1843 | loss: 0.0310494 | val_loss: 0.0310779 | Time: 3103.83 ms [2021-03-19 15:22:06 main:574] : INFO : Epoch 1844 | loss: 0.0310547 | val_loss: 0.0310814 | Time: 3095.59 ms [2021-03-19 15:22:09 main:574] : INFO : Epoch 1845 | loss: 0.0310532 | val_loss: 0.031089 | Time: 3101.75 ms [2021-03-19 15:22:12 main:574] : INFO : Epoch 1846 | loss: 0.031058 | val_loss: 0.0310798 | Time: 3088.58 ms [2021-03-19 15:22:16 main:574] : INFO : Epoch 1847 | loss: 0.0310532 | val_loss: 0.0310685 | Time: 3113.25 ms [2021-03-19 15:22:19 main:574] : INFO : Epoch 1848 | loss: 0.0310524 | val_loss: 0.0310802 | Time: 3114.89 ms [2021-03-19 15:22:22 main:574] : INFO : Epoch 1849 | loss: 0.0310583 | val_loss: 0.0310766 | Time: 3103.26 ms [2021-03-19 15:22:25 main:574] : INFO : Epoch 1850 | loss: 0.0310504 | val_loss: 0.0310733 | Time: 3104.89 ms [2021-03-19 15:22:28 main:574] : INFO : Epoch 1851 | loss: 0.0310488 | val_loss: 0.0310746 | Time: 3116.59 ms [2021-03-19 15:22:31 main:574] : INFO : Epoch 1852 | loss: 0.0310482 | val_loss: 0.0310791 | Time: 3107.52 ms [2021-03-19 15:22:34 main:574] : INFO : Epoch 1853 | loss: 0.0310472 | val_loss: 0.0310733 | Time: 3110.81 ms [2021-03-19 15:22:38 main:574] : INFO : Epoch 1854 | loss: 0.0310438 | val_loss: 0.0310805 | Time: 3105.63 ms [2021-03-19 15:22:41 main:574] : INFO : Epoch 1855 | loss: 0.0310487 | val_loss: 0.0310691 | Time: 3089.88 ms [2021-03-19 15:22:44 main:574] : INFO : Epoch 1856 | loss: 0.0310468 | val_loss: 0.0310722 | Time: 3115.06 ms [2021-03-19 15:22:47 main:574] : INFO : Epoch 1857 | loss: 0.0310469 | val_loss: 0.0310711 | Time: 3091.46 ms [2021-03-19 15:22:50 main:574] : INFO : Epoch 1858 | loss: 0.0310458 | val_loss: 0.0310739 | Time: 3103.36 ms [2021-03-19 15:22:53 main:574] : INFO : Epoch 1859 | loss: 0.0310562 | val_loss: 0.0310733 | Time: 3091.03 ms [2021-03-19 15:22:56 main:574] : INFO : Epoch 1860 | loss: 0.0310527 | val_loss: 0.0310713 | Time: 3092.51 ms [2021-03-19 15:22:59 main:574] : INFO : Epoch 1861 | loss: 0.0310497 | val_loss: 0.0310779 | Time: 3109.01 ms [2021-03-19 15:23:03 main:574] : INFO : Epoch 1862 | loss: 0.0310477 | val_loss: 0.0310744 | Time: 3118.66 ms [2021-03-19 15:23:06 main:574] : INFO : Epoch 1863 | loss: 0.031045 | val_loss: 0.0310687 | Time: 3088.35 ms [2021-03-19 15:23:09 main:574] : INFO : Epoch 1864 | loss: 0.0310433 | val_loss: 0.0310686 | Time: 3087.59 ms [2021-03-19 15:23:12 main:574] : INFO : Epoch 1865 | loss: 0.0310445 | val_loss: 0.0310679 | Time: 3082.86 ms [2021-03-19 15:23:15 main:574] : INFO : Epoch 1866 | loss: 0.0310447 | val_loss: 0.0310704 | Time: 3083.19 ms [2021-03-19 15:23:18 main:574] : INFO : Epoch 1867 | loss: 0.0310426 | val_loss: 0.0310744 | Time: 3112.37 ms [2021-03-19 15:23:21 main:574] : INFO : Epoch 1868 | loss: 0.0310523 | val_loss: 0.0310852 | Time: 3106.71 ms [2021-03-19 15:23:25 main:574] : INFO : Epoch 1869 | loss: 0.0310497 | val_loss: 0.0310795 | Time: 3099.64 ms [2021-03-19 15:23:28 main:574] : INFO : Epoch 1870 | loss: 0.0310502 | val_loss: 0.0310788 | Time: 3117.54 ms [2021-03-19 15:23:31 main:574] : INFO : Epoch 1871 | loss: 0.0310473 | val_loss: 0.0310789 | Time: 3100.73 ms [2021-03-19 15:23:34 main:574] : INFO : Epoch 1872 | loss: 0.0310465 | val_loss: 0.0310729 | Time: 3111.15 ms [2021-03-19 15:23:37 main:574] : INFO : Epoch 1873 | loss: 0.031043 | val_loss: 0.0310802 | Time: 3118.53 ms [2021-03-19 15:23:40 main:574] : INFO : Epoch 1874 | loss: 0.0310799 | val_loss: 0.0310982 | Time: 3110.4 ms [2021-03-19 15:23:43 main:574] : INFO : Epoch 1875 | loss: 0.0311024 | val_loss: 0.0311083 | Time: 3106.63 ms [2021-03-19 15:23:47 main:574] : INFO : Epoch 1876 | loss: 0.0310924 | val_loss: 0.0311041 | Time: 3101.63 ms [2021-03-19 15:23:50 main:574] : INFO : Epoch 1877 | loss: 0.0310824 | val_loss: 0.0310956 | Time: 3124.64 ms [2021-03-19 15:23:53 main:574] : INFO : Epoch 1878 | loss: 0.0310732 | val_loss: 0.0310909 | Time: 3091.61 ms [2021-03-19 15:23:56 main:574] : INFO : Epoch 1879 | loss: 0.0310661 | val_loss: 0.0310838 | Time: 3080.62 ms [2021-03-19 15:23:59 main:574] : INFO : Epoch 1880 | loss: 0.0310626 | val_loss: 0.0310882 | Time: 3077.25 ms [2021-03-19 15:24:02 main:574] : INFO : Epoch 1881 | loss: 0.0310673 | val_loss: 0.0310773 | Time: 3133.4 ms [2021-03-19 15:24:05 main:574] : INFO : Epoch 1882 | loss: 0.0310616 | val_loss: 0.0310787 | Time: 3099.7 ms [2021-03-19 15:24:08 main:574] : INFO : Epoch 1883 | loss: 0.0310587 | val_loss: 0.0310745 | Time: 3096.5 ms [2021-03-19 15:24:12 main:574] : INFO : Epoch 1884 | loss: 0.0310551 | val_loss: 0.0310764 | Time: 3098.36 ms [2021-03-19 15:24:15 main:574] : INFO : Epoch 1885 | loss: 0.031053 | val_loss: 0.0310723 | Time: 3105.3 ms [2021-03-19 15:24:18 main:574] : INFO : Epoch 1886 | loss: 0.0310508 | val_loss: 0.0310745 | Time: 3088.11 ms [2021-03-19 15:24:21 main:574] : INFO : Epoch 1887 | loss: 0.0310518 | val_loss: 0.0310688 | Time: 3135.25 ms [2021-03-19 15:24:24 main:574] : INFO : Epoch 1888 | loss: 0.0310496 | val_loss: 0.03107 | Time: 3093.53 ms [2021-03-19 15:24:27 main:574] : INFO : Epoch 1889 | loss: 0.0310483 | val_loss: 0.0310734 | Time: 3114.77 ms [2021-03-19 15:24:30 main:574] : INFO : Epoch 1890 | loss: 0.0310595 | val_loss: 0.0310755 | Time: 3095.17 ms [2021-03-19 15:24:34 main:574] : INFO : Epoch 1891 | loss: 0.031064 | val_loss: 0.0310798 | Time: 3107.6 ms [2021-03-19 15:24:37 main:574] : INFO : Epoch 1892 | loss: 0.0310581 | val_loss: 0.0310759 | Time: 3099.04 ms [2021-03-19 15:24:40 main:574] : INFO : Epoch 1893 | loss: 0.0310638 | val_loss: 0.0310841 | Time: 3117.36 ms [2021-03-19 15:24:43 main:574] : INFO : Epoch 1894 | loss: 0.0310626 | val_loss: 0.0310746 | Time: 3112.86 ms [2021-03-19 15:24:46 main:574] : INFO : Epoch 1895 | loss: 0.0310544 | val_loss: 0.0310769 | Time: 3102.61 ms [2021-03-19 15:24:49 main:574] : INFO : Epoch 1896 | loss: 0.0310538 | val_loss: 0.0310778 | Time: 3127.71 ms [2021-03-19 15:24:52 main:574] : INFO : Epoch 1897 | loss: 0.031053 | val_loss: 0.0310732 | Time: 3107.32 ms [2021-03-19 15:24:56 main:574] : INFO : Epoch 1898 | loss: 0.0310488 | val_loss: 0.0310752 | Time: 3114.97 ms [2021-03-19 15:24:59 main:574] : INFO : Epoch 1899 | loss: 0.0310533 | val_loss: 0.0310796 | Time: 3106.73 ms [2021-03-19 15:25:02 main:574] : INFO : Epoch 1900 | loss: 0.0310484 | val_loss: 0.0310783 | Time: 3110.23 ms [2021-03-19 15:25:05 main:574] : INFO : Epoch 1901 | loss: 0.0310475 | val_loss: 0.031075 | Time: 3104.33 ms [2021-03-19 15:25:08 main:574] : INFO : Epoch 1902 | loss: 0.0310502 | val_loss: 0.0310875 | Time: 3108.65 ms [2021-03-19 15:25:11 main:574] : INFO : Epoch 1903 | loss: 0.0310561 | val_loss: 0.0310808 | Time: 3077.62 ms [2021-03-19 15:25:14 main:574] : INFO : Epoch 1904 | loss: 0.0310537 | val_loss: 0.031076 | Time: 3090.87 ms [2021-03-19 15:25:17 main:574] : INFO : Epoch 1905 | loss: 0.0310896 | val_loss: 0.0311225 | Time: 3099.66 ms [2021-03-19 15:25:21 main:574] : INFO : Epoch 1906 | loss: 0.031109 | val_loss: 0.0311135 | Time: 3094.42 ms [2021-03-19 15:25:24 main:574] : INFO : Epoch 1907 | loss: 0.0310971 | val_loss: 0.0311041 | Time: 3126.22 ms [2021-03-19 15:25:27 main:574] : INFO : Epoch 1908 | loss: 0.0310877 | val_loss: 0.0311026 | Time: 3081.63 ms [2021-03-19 15:25:30 main:574] : INFO : Epoch 1909 | loss: 0.0310815 | val_loss: 0.0310935 | Time: 3101.19 ms [2021-03-19 15:25:33 main:574] : INFO : Epoch 1910 | loss: 0.0310803 | val_loss: 0.0311018 | Time: 3071.78 ms [2021-03-19 15:25:36 main:574] : INFO : Epoch 1911 | loss: 0.0310832 | val_loss: 0.0310938 | Time: 3124.08 ms [2021-03-19 15:25:39 main:574] : INFO : Epoch 1912 | loss: 0.0310738 | val_loss: 0.0310843 | Time: 3118.93 ms [2021-03-19 15:25:43 main:574] : INFO : Epoch 1913 | loss: 0.0310729 | val_loss: 0.0310857 | Time: 3122.04 ms [2021-03-19 15:25:46 main:574] : INFO : Epoch 1914 | loss: 0.0310665 | val_loss: 0.0310807 | Time: 3107.28 ms [2021-03-19 15:25:49 main:574] : INFO : Epoch 1915 | loss: 0.0310589 | val_loss: 0.0310779 | Time: 3115.44 ms [2021-03-19 15:25:52 main:574] : INFO : Epoch 1916 | loss: 0.0310551 | val_loss: 0.0310807 | Time: 3116.05 ms [2021-03-19 15:25:55 main:574] : INFO : Epoch 1917 | loss: 0.0310587 | val_loss: 0.0310776 | Time: 3119.94 ms [2021-03-19 15:25:58 main:574] : INFO : Epoch 1918 | loss: 0.0310547 | val_loss: 0.0310681 | Time: 3097.51 ms [2021-03-19 15:26:01 main:574] : INFO : Epoch 1919 | loss: 0.0310477 | val_loss: 0.0310694 | Time: 3112.64 ms [2021-03-19 15:26:04 main:574] : INFO : Epoch 1920 | loss: 0.0310465 | val_loss: 0.0310707 | Time: 3099.18 ms [2021-03-19 15:26:08 main:574] : INFO : Epoch 1921 | loss: 0.0310453 | val_loss: 0.0310715 | Time: 3106.44 ms [2021-03-19 15:26:11 main:574] : INFO : Epoch 1922 | loss: 0.0310462 | val_loss: 0.0310698 | Time: 3102.2 ms [2021-03-19 15:26:14 main:574] : INFO : Epoch 1923 | loss: 0.0310483 | val_loss: 0.0310697 | Time: 3115.5 ms [2021-03-19 15:26:17 main:574] : INFO : Epoch 1924 | loss: 0.0310518 | val_loss: 0.0310763 | Time: 3097.82 ms [2021-03-19 15:26:20 main:574] : INFO : Epoch 1925 | loss: 0.0310509 | val_loss: 0.0310695 | Time: 3086.6 ms [2021-03-19 15:26:23 main:574] : INFO : Epoch 1926 | loss: 0.0310496 | val_loss: 0.0310714 | Time: 3104.85 ms [2021-03-19 15:26:26 main:574] : INFO : Epoch 1927 | loss: 0.0310547 | val_loss: 0.031076 | Time: 3091.56 ms [2021-03-19 15:26:30 main:574] : INFO : Epoch 1928 | loss: 0.0310473 | val_loss: 0.0310687 | Time: 3107.08 ms [2021-03-19 15:26:33 main:574] : INFO : Epoch 1929 | loss: 0.0310424 | val_loss: 0.0310679 | Time: 3095.93 ms [2021-03-19 15:26:36 main:574] : INFO : Epoch 1930 | loss: 0.0310411 | val_loss: 0.0310721 | Time: 3109.16 ms [2021-03-19 15:26:39 main:574] : INFO : Epoch 1931 | loss: 0.0310439 | val_loss: 0.0310686 | Time: 3077.28 ms [2021-03-19 15:26:42 main:574] : INFO : Epoch 1932 | loss: 0.0310414 | val_loss: 0.0310692 | Time: 3092.18 ms [2021-03-19 15:26:45 main:574] : INFO : Epoch 1933 | loss: 0.0310427 | val_loss: 0.0310705 | Time: 3101.32 ms [2021-03-19 15:26:48 main:574] : INFO : Epoch 1934 | loss: 0.0310445 | val_loss: 0.0310696 | Time: 3077.22 ms [2021-03-19 15:26:51 main:574] : INFO : Epoch 1935 | loss: 0.031046 | val_loss: 0.0310783 | Time: 3108.88 ms [2021-03-19 15:26:55 main:574] : INFO : Epoch 1936 | loss: 0.0310482 | val_loss: 0.0310717 | Time: 3110.92 ms [2021-03-19 15:26:58 main:574] : INFO : Epoch 1937 | loss: 0.0310473 | val_loss: 0.0310739 | Time: 3096.29 ms [2021-03-19 15:27:01 main:574] : INFO : Epoch 1938 | loss: 0.0310456 | val_loss: 0.0310673 | Time: 3104.39 ms [2021-03-19 15:27:04 main:574] : INFO : Epoch 1939 | loss: 0.0310439 | val_loss: 0.0310718 | Time: 3123.67 ms [2021-03-19 15:27:07 main:574] : INFO : Epoch 1940 | loss: 0.0310415 | val_loss: 0.0310788 | Time: 3096.39 ms [2021-03-19 15:27:10 main:574] : INFO : Epoch 1941 | loss: 0.0310411 | val_loss: 0.031073 | Time: 3112.69 ms [2021-03-19 15:27:13 main:574] : INFO : Epoch 1942 | loss: 0.031041 | val_loss: 0.0310762 | Time: 3108.16 ms [2021-03-19 15:27:17 main:574] : INFO : Epoch 1943 | loss: 0.031044 | val_loss: 0.0310769 | Time: 3108.33 ms [2021-03-19 15:27:20 main:574] : INFO : Epoch 1944 | loss: 0.0310454 | val_loss: 0.0310738 | Time: 3072.28 ms [2021-03-19 15:27:23 main:574] : INFO : Epoch 1945 | loss: 0.0310432 | val_loss: 0.0310668 | Time: 3130.89 ms [2021-03-19 15:27:26 main:574] : INFO : Epoch 1946 | loss: 0.0310413 | val_loss: 0.0310726 | Time: 3097.69 ms [2021-03-19 15:27:29 main:574] : INFO : Epoch 1947 | loss: 0.0310425 | val_loss: 0.0310685 | Time: 3093.15 ms [2021-03-19 15:27:32 main:574] : INFO : Epoch 1948 | loss: 0.0310387 | val_loss: 0.0310698 | Time: 3125.19 ms [2021-03-19 15:27:35 main:574] : INFO : Epoch 1949 | loss: 0.0310393 | val_loss: 0.0310724 | Time: 3109.14 ms [2021-03-19 15:27:39 main:574] : INFO : Epoch 1950 | loss: 0.0310411 | val_loss: 0.0310689 | Time: 3077.44 ms [2021-03-19 15:27:42 main:574] : INFO : Epoch 1951 | loss: 0.0310398 | val_loss: 0.0310739 | Time: 3091.29 ms [2021-03-19 15:27:45 main:574] : INFO : Epoch 1952 | loss: 0.0310416 | val_loss: 0.0310698 | Time: 3083.71 ms [2021-03-19 15:27:48 main:574] : INFO : Epoch 1953 | loss: 0.0310414 | val_loss: 0.0310694 | Time: 3096.74 ms [2021-03-19 15:27:51 main:574] : INFO : Epoch 1954 | loss: 0.0310407 | val_loss: 0.0310714 | Time: 3092.6 ms [2021-03-19 15:27:54 main:574] : INFO : Epoch 1955 | loss: 0.0310585 | val_loss: 0.0311252 | Time: 3100.19 ms [2021-03-19 15:27:57 main:574] : INFO : Epoch 1956 | loss: 0.031158 | val_loss: 0.0311622 | Time: 3135.47 ms [2021-03-19 15:28:00 main:574] : INFO : Epoch 1957 | loss: 0.03116 | val_loss: 0.031146 | Time: 3092.49 ms [2021-03-19 15:28:04 main:574] : INFO : Epoch 1958 | loss: 0.0311469 | val_loss: 0.0311402 | Time: 3085.05 ms [2021-03-19 15:28:07 main:574] : INFO : Epoch 1959 | loss: 0.0311412 | val_loss: 0.0311397 | Time: 3120.27 ms [2021-03-19 15:28:10 main:574] : INFO : Epoch 1960 | loss: 0.031139 | val_loss: 0.0311335 | Time: 3115.72 ms [2021-03-19 15:28:13 main:574] : INFO : Epoch 1961 | loss: 0.0311307 | val_loss: 0.0311254 | Time: 3101.98 ms [2021-03-19 15:28:16 main:574] : INFO : Epoch 1962 | loss: 0.0311258 | val_loss: 0.031125 | Time: 3113.71 ms [2021-03-19 15:28:19 main:574] : INFO : Epoch 1963 | loss: 0.0311227 | val_loss: 0.0311261 | Time: 3102.97 ms [2021-03-19 15:28:22 main:574] : INFO : Epoch 1964 | loss: 0.0311202 | val_loss: 0.031121 | Time: 3122.16 ms [2021-03-19 15:28:26 main:574] : INFO : Epoch 1965 | loss: 0.0311162 | val_loss: 0.0311105 | Time: 3105.58 ms [2021-03-19 15:28:29 main:574] : INFO : Epoch 1966 | loss: 0.0311053 | val_loss: 0.0311031 | Time: 3095.59 ms [2021-03-19 15:28:32 main:574] : INFO : Epoch 1967 | loss: 0.0310998 | val_loss: 0.0310999 | Time: 3087.93 ms [2021-03-19 15:28:35 main:574] : INFO : Epoch 1968 | loss: 0.0310976 | val_loss: 0.0311052 | Time: 3114.62 ms [2021-03-19 15:28:38 main:574] : INFO : Epoch 1969 | loss: 0.0311073 | val_loss: 0.0311009 | Time: 3109.64 ms [2021-03-19 15:28:41 main:574] : INFO : Epoch 1970 | loss: 0.0310949 | val_loss: 0.0310972 | Time: 3120.55 ms [2021-03-19 15:28:44 main:574] : INFO : Epoch 1971 | loss: 0.031089 | val_loss: 0.0310934 | Time: 3110.01 ms [2021-03-19 15:28:48 main:574] : INFO : Epoch 1972 | loss: 0.0310816 | val_loss: 0.0310924 | Time: 3087.61 ms [2021-03-19 15:28:51 main:574] : INFO : Epoch 1973 | loss: 0.0310761 | val_loss: 0.0310859 | Time: 3101.1 ms [2021-03-19 15:28:54 main:574] : INFO : Epoch 1974 | loss: 0.0310755 | val_loss: 0.0310842 | Time: 3087.03 ms [2021-03-19 15:28:57 main:574] : INFO : Epoch 1975 | loss: 0.031072 | val_loss: 0.0310803 | Time: 3087.83 ms [2021-03-19 15:29:00 main:574] : INFO : Epoch 1976 | loss: 0.0310681 | val_loss: 0.0310787 | Time: 3081.45 ms [2021-03-19 15:29:03 main:574] : INFO : Epoch 1977 | loss: 0.0310644 | val_loss: 0.0310796 | Time: 3110.41 ms [2021-03-19 15:29:06 main:574] : INFO : Epoch 1978 | loss: 0.0310627 | val_loss: 0.0310757 | Time: 3098.06 ms [2021-03-19 15:29:10 main:574] : INFO : Epoch 1979 | loss: 0.0310612 | val_loss: 0.0310758 | Time: 3119.83 ms [2021-03-19 15:29:13 main:574] : INFO : Epoch 1980 | loss: 0.0310556 | val_loss: 0.0310824 | Time: 3116.24 ms [2021-03-19 15:29:16 main:574] : INFO : Epoch 1981 | loss: 0.0310555 | val_loss: 0.0310764 | Time: 3099.21 ms [2021-03-19 15:29:19 main:574] : INFO : Epoch 1982 | loss: 0.0310543 | val_loss: 0.0310682 | Time: 3113.44 ms [2021-03-19 15:29:22 main:574] : INFO : Epoch 1983 | loss: 0.0310543 | val_loss: 0.0310717 | Time: 3097.05 ms [2021-03-19 15:29:25 main:574] : INFO : Epoch 1984 | loss: 0.0310593 | val_loss: 0.031075 | Time: 3090.44 ms [2021-03-19 15:29:28 main:574] : INFO : Epoch 1985 | loss: 0.0310528 | val_loss: 0.0310741 | Time: 3085.17 ms [2021-03-19 15:29:31 main:574] : INFO : Epoch 1986 | loss: 0.0310517 | val_loss: 0.0310675 | Time: 3090.05 ms [2021-03-19 15:29:35 main:574] : INFO : Epoch 1987 | loss: 0.0310456 | val_loss: 0.0310701 | Time: 3104.6 ms [2021-03-19 15:29:38 main:574] : INFO : Epoch 1988 | loss: 0.0310437 | val_loss: 0.0310658 | Time: 3105.56 ms [2021-03-19 15:29:41 main:574] : INFO : Epoch 1989 | loss: 0.031046 | val_loss: 0.0310713 | Time: 3118.89 ms [2021-03-19 15:29:44 main:574] : INFO : Epoch 1990 | loss: 0.0310657 | val_loss: 0.0311315 | Time: 3078.75 ms [2021-03-19 15:29:47 main:574] : INFO : Epoch 1991 | loss: 0.0311287 | val_loss: 0.0311228 | Time: 3104.11 ms [2021-03-19 15:29:50 main:574] : INFO : Epoch 1992 | loss: 0.0311063 | val_loss: 0.0310928 | Time: 3132.32 ms [2021-03-19 15:29:53 main:574] : INFO : Epoch 1993 | loss: 0.0310852 | val_loss: 0.031084 | Time: 3093.28 ms [2021-03-19 15:29:57 main:574] : INFO : Epoch 1994 | loss: 0.0310736 | val_loss: 0.0310801 | Time: 3093.2 ms [2021-03-19 15:30:00 main:574] : INFO : Epoch 1995 | loss: 0.0310668 | val_loss: 0.0310762 | Time: 3103.07 ms [2021-03-19 15:30:03 main:574] : INFO : Epoch 1996 | loss: 0.0310616 | val_loss: 0.0310686 | Time: 3113.26 ms [2021-03-19 15:30:06 main:574] : INFO : Epoch 1997 | loss: 0.0310568 | val_loss: 0.03107 | Time: 3092.69 ms [2021-03-19 15:30:09 main:574] : INFO : Epoch 1998 | loss: 0.0310526 | val_loss: 0.0310707 | Time: 3093.61 ms [2021-03-19 15:30:12 main:574] : INFO : Epoch 1999 | loss: 0.0310523 | val_loss: 0.0310689 | Time: 3106.22 ms [2021-03-19 15:30:15 main:574] : INFO : Epoch 2000 | loss: 0.0310482 | val_loss: 0.0310697 | Time: 3077.35 ms [2021-03-19 15:30:18 main:574] : INFO : Epoch 2001 | loss: 0.0310484 | val_loss: 0.0310676 | Time: 3104.25 ms [2021-03-19 15:30:22 main:574] : INFO : Epoch 2002 | loss: 0.0310483 | val_loss: 0.0310705 | Time: 3088.12 ms [2021-03-19 15:30:25 main:574] : INFO : Epoch 2003 | loss: 0.0310505 | val_loss: 0.0310784 | Time: 3099.67 ms [2021-03-19 15:30:28 main:574] : INFO : Epoch 2004 | loss: 0.0310489 | val_loss: 0.0310896 | Time: 3133.04 ms [2021-03-19 15:30:31 main:574] : INFO : Epoch 2005 | loss: 0.0310914 | val_loss: 0.0310851 | Time: 3126.47 ms [2021-03-19 15:30:34 main:574] : INFO : Epoch 2006 | loss: 0.0310714 | val_loss: 0.0310794 | Time: 3098.04 ms [2021-03-19 15:30:37 main:574] : INFO : Epoch 2007 | loss: 0.0310631 | val_loss: 0.0310729 | Time: 3100.66 ms [2021-03-19 15:30:40 main:574] : INFO : Epoch 2008 | loss: 0.0310603 | val_loss: 0.0310709 | Time: 3084.39 ms [2021-03-19 15:30:43 main:574] : INFO : Epoch 2009 | loss: 0.0310553 | val_loss: 0.0310699 | Time: 3088.25 ms [2021-03-19 15:30:47 main:574] : INFO : Epoch 2010 | loss: 0.0310604 | val_loss: 0.0310732 | Time: 3095.62 ms [2021-03-19 15:30:50 main:574] : INFO : Epoch 2011 | loss: 0.0310551 | val_loss: 0.0310787 | Time: 3088.46 ms [2021-03-19 15:30:53 main:574] : INFO : Epoch 2012 | loss: 0.0310547 | val_loss: 0.0310729 | Time: 3084.56 ms [2021-03-19 15:30:56 main:574] : INFO : Epoch 2013 | loss: 0.0310496 | val_loss: 0.0310711 | Time: 3103.32 ms [2021-03-19 15:30:59 main:574] : INFO : Epoch 2014 | loss: 0.0310564 | val_loss: 0.0310746 | Time: 3109.24 ms [2021-03-19 15:31:02 main:574] : INFO : Epoch 2015 | loss: 0.0310563 | val_loss: 0.0310816 | Time: 3081.23 ms [2021-03-19 15:31:05 main:574] : INFO : Epoch 2016 | loss: 0.0310521 | val_loss: 0.0310664 | Time: 3123.4 ms [2021-03-19 15:31:09 main:574] : INFO : Epoch 2017 | loss: 0.0310482 | val_loss: 0.0310699 | Time: 3092.98 ms [2021-03-19 15:31:12 main:574] : INFO : Epoch 2018 | loss: 0.0310442 | val_loss: 0.0310682 | Time: 3093.96 ms [2021-03-19 15:31:15 main:574] : INFO : Epoch 2019 | loss: 0.0310429 | val_loss: 0.0310781 | Time: 3109.96 ms [2021-03-19 15:31:18 main:574] : INFO : Epoch 2020 | loss: 0.0310476 | val_loss: 0.0310819 | Time: 3116.22 ms [2021-03-19 15:31:21 main:574] : INFO : Epoch 2021 | loss: 0.0310648 | val_loss: 0.0310764 | Time: 3099.56 ms [2021-03-19 15:31:24 main:574] : INFO : Epoch 2022 | loss: 0.0310595 | val_loss: 0.0310894 | Time: 3076.17 ms [2021-03-19 15:31:27 main:574] : INFO : Epoch 2023 | loss: 0.0310583 | val_loss: 0.0310759 | Time: 3116.26 ms [2021-03-19 15:31:30 main:574] : INFO : Epoch 2024 | loss: 0.0310504 | val_loss: 0.0310768 | Time: 3093.02 ms [2021-03-19 15:31:34 main:574] : INFO : Epoch 2025 | loss: 0.0310497 | val_loss: 0.0310731 | Time: 3102.44 ms [2021-03-19 15:31:37 main:574] : INFO : Epoch 2026 | loss: 0.0310446 | val_loss: 0.0310766 | Time: 3106.7 ms [2021-03-19 15:31:40 main:574] : INFO : Epoch 2027 | loss: 0.0310443 | val_loss: 0.0310694 | Time: 3112.69 ms [2021-03-19 15:31:43 main:574] : INFO : Epoch 2028 | loss: 0.0310461 | val_loss: 0.0310727 | Time: 3081.23 ms [2021-03-19 15:31:46 main:574] : INFO : Epoch 2029 | loss: 0.0310481 | val_loss: 0.0310771 | Time: 3121.99 ms [2021-03-19 15:31:49 main:574] : INFO : Epoch 2030 | loss: 0.0310466 | val_loss: 0.0310768 | Time: 3093.55 ms [2021-03-19 15:31:52 main:574] : INFO : Epoch 2031 | loss: 0.0310485 | val_loss: 0.0310734 | Time: 3111.85 ms [2021-03-19 15:31:55 main:574] : INFO : Epoch 2032 | loss: 0.0310443 | val_loss: 0.0310661 | Time: 3099.84 ms [2021-03-19 15:31:59 main:574] : INFO : Epoch 2033 | loss: 0.0310493 | val_loss: 0.0310822 | Time: 3092.02 ms [2021-03-19 15:32:02 main:574] : INFO : Epoch 2034 | loss: 0.0310468 | val_loss: 0.0310729 | Time: 3100.15 ms [2021-03-19 15:32:05 main:574] : INFO : Epoch 2035 | loss: 0.0310438 | val_loss: 0.0310755 | Time: 3106.62 ms [2021-03-19 15:32:08 main:574] : INFO : Epoch 2036 | loss: 0.0310426 | val_loss: 0.0310815 | Time: 3118.22 ms [2021-03-19 15:32:11 main:574] : INFO : Epoch 2037 | loss: 0.0310449 | val_loss: 0.0310947 | Time: 3121.84 ms [2021-03-19 15:32:14 main:574] : INFO : Epoch 2038 | loss: 0.0310437 | val_loss: 0.0310749 | Time: 3126.29 ms [2021-03-19 15:32:17 main:574] : INFO : Epoch 2039 | loss: 0.0310431 | val_loss: 0.0310741 | Time: 3090.25 ms [2021-03-19 15:32:21 main:574] : INFO : Epoch 2040 | loss: 0.0310415 | val_loss: 0.0310791 | Time: 3073.72 ms [2021-03-19 15:32:24 main:574] : INFO : Epoch 2041 | loss: 0.0310386 | val_loss: 0.0310841 | Time: 3095.74 ms [2021-03-19 15:32:27 main:574] : INFO : Epoch 2042 | loss: 0.0310437 | val_loss: 0.031074 | Time: 3111.04 ms [2021-03-19 15:32:30 main:574] : INFO : Epoch 2043 | loss: 0.0310358 | val_loss: 0.0310733 | Time: 3093.12 ms [2021-03-19 15:32:33 main:574] : INFO : Epoch 2044 | loss: 0.0310384 | val_loss: 0.0310742 | Time: 3129.46 ms [2021-03-19 15:32:36 main:574] : INFO : Epoch 2045 | loss: 0.0310444 | val_loss: 0.0310773 | Time: 3117.85 ms [2021-03-19 15:32:39 main:574] : INFO : Epoch 2046 | loss: 0.0310393 | val_loss: 0.0310815 | Time: 3110.48 ms [2021-03-19 15:32:43 main:574] : INFO : Epoch 2047 | loss: 0.0310374 | val_loss: 0.0310762 | Time: 3103 ms [2021-03-19 15:32:46 main:574] : INFO : Epoch 2048 | loss: 0.0310372 | val_loss: 0.031075 | Time: 3094.75 ms [2021-03-19 15:32:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031075 [2021-03-19 15:32:46 main:603] : INFO : Saving end state to config to file [2021-03-19 15:32:46 main:608] : INFO : Success, exiting.. 15:32:46 (3340): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)