Task 4390990
| Name | ParityMachine-1612383163-20412-4_0 |
| Workunit | 2448036 |
| Created | 14 Mar 2021, 0:24:03 UTC |
| Sent | 24 Mar 2021, 5:52:47 UTC |
| Report deadline | 31 Mar 2021, 5:52:47 UTC |
| Received | 24 Mar 2021, 7:42:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 47 min 25 sec |
| CPU time | 1 hours 45 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 08:16:17 main:574] : INFO : Epoch 1542 | loss: 0.0311955 | val_loss: 0.0312 | Time: 3125.81 ms [2021-03-24 08:16:20 main:574] : INFO : Epoch 1543 | loss: 0.0311933 | val_loss: 0.0311952 | Time: 3127.68 ms [2021-03-24 08:16:23 main:574] : INFO : Epoch 1544 | loss: 0.0311928 | val_loss: 0.0311945 | Time: 3117.97 ms [2021-03-24 08:16:26 main:574] : INFO : Epoch 1545 | loss: 0.0311926 | val_loss: 0.0311957 | Time: 3119.68 ms [2021-03-24 08:16:29 main:574] : INFO : Epoch 1546 | loss: 0.0312055 | val_loss: 0.0312006 | Time: 3106.86 ms [2021-03-24 08:16:32 main:574] : INFO : Epoch 1547 | loss: 0.0311953 | val_loss: 0.0311868 | Time: 3101.14 ms [2021-03-24 08:16:36 main:574] : INFO : Epoch 1548 | loss: 0.0311847 | val_loss: 0.0311843 | Time: 3116.44 ms [2021-03-24 08:16:39 main:574] : INFO : Epoch 1549 | loss: 0.0311801 | val_loss: 0.031181 | Time: 3094.56 ms [2021-03-24 08:16:42 main:574] : INFO : Epoch 1550 | loss: 0.0311781 | val_loss: 0.0311779 | Time: 3102.34 ms [2021-03-24 08:16:45 main:574] : INFO : Epoch 1551 | loss: 0.0311783 | val_loss: 0.0311791 | Time: 3078.49 ms [2021-03-24 08:16:48 main:574] : INFO : Epoch 1552 | loss: 0.0318242 | val_loss: 0.0372589 | Time: 3113.96 ms [2021-03-24 08:16:51 main:574] : INFO : Epoch 1553 | loss: 0.0585719 | val_loss: 0.066062 | Time: 3094.34 ms [2021-03-24 08:16:54 main:574] : INFO : Epoch 1554 | loss: 0.0389097 | val_loss: 0.0335707 | Time: 3111.77 ms [2021-03-24 08:16:57 main:574] : INFO : Epoch 1555 | loss: 0.032094 | val_loss: 0.0315162 | Time: 3102.72 ms [2021-03-24 08:17:01 main:574] : INFO : Epoch 1556 | loss: 0.0313407 | val_loss: 0.0312497 | Time: 3094.66 ms [2021-03-24 08:17:04 main:574] : INFO : Epoch 1557 | loss: 0.031229 | val_loss: 0.0312017 | Time: 3096.78 ms [2021-03-24 08:17:07 main:574] : INFO : Epoch 1558 | loss: 0.0311968 | val_loss: 0.0311891 | Time: 3123.96 ms [2021-03-24 08:17:10 main:574] : INFO : Epoch 1559 | loss: 0.0311871 | val_loss: 0.0311845 | Time: 3112.22 ms [2021-03-24 08:17:13 main:574] : INFO : Epoch 1560 | loss: 0.0311838 | val_loss: 0.0311827 | Time: 3110.76 ms [2021-03-24 08:17:16 main:574] : INFO : Epoch 1561 | loss: 0.0311829 | val_loss: 0.0311817 | Time: 3108 ms [2021-03-24 08:17:19 main:574] : INFO : Epoch 1562 | loss: 0.0311826 | val_loss: 0.0311808 | Time: 3084.46 ms [2021-03-24 08:17:23 main:574] : INFO : Epoch 1563 | loss: 0.0311819 | val_loss: 0.0311807 | Time: 3132.24 ms [2021-03-24 08:17:26 main:574] : INFO : Epoch 1564 | loss: 0.0311817 | val_loss: 0.0311804 | Time: 3097.51 ms [2021-03-24 08:17:29 main:574] : INFO : Epoch 1565 | loss: 0.0311808 | val_loss: 0.0311811 | Time: 3083.87 ms [2021-03-24 08:17:32 main:574] : INFO : Epoch 1566 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 3131.14 ms [2021-03-24 08:17:35 main:574] : INFO : Epoch 1567 | loss: 0.0311801 | val_loss: 0.0311799 | Time: 3119.99 ms [2021-03-24 08:17:38 main:574] : INFO : Epoch 1568 | loss: 0.0311808 | val_loss: 0.0311796 | Time: 3120.36 ms [2021-03-24 08:17:41 main:574] : INFO : Epoch 1569 | loss: 0.0311801 | val_loss: 0.0311792 | Time: 3104.81 ms [2021-03-24 08:17:44 main:574] : INFO : Epoch 1570 | loss: 0.0311792 | val_loss: 0.0311789 | Time: 3091.09 ms [2021-03-24 08:17:48 main:574] : INFO : Epoch 1571 | loss: 0.0311802 | val_loss: 0.0311804 | Time: 3098.17 ms [2021-03-24 08:17:51 main:574] : INFO : Epoch 1572 | loss: 0.0311809 | val_loss: 0.0311825 | Time: 3095.5 ms [2021-03-24 08:17:54 main:574] : INFO : Epoch 1573 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 3109.59 ms [2021-03-24 08:17:57 main:574] : INFO : Epoch 1574 | loss: 0.0311807 | val_loss: 0.0311785 | Time: 3146.07 ms [2021-03-24 08:18:00 main:574] : INFO : Epoch 1575 | loss: 0.0311787 | val_loss: 0.0311784 | Time: 3096.16 ms [2021-03-24 08:18:03 main:574] : INFO : Epoch 1576 | loss: 0.0311783 | val_loss: 0.0311784 | Time: 3118.66 ms [2021-03-24 08:18:06 main:574] : INFO : Epoch 1577 | loss: 0.0311792 | val_loss: 0.031178 | Time: 3064.86 ms [2021-03-24 08:18:10 main:574] : INFO : Epoch 1578 | loss: 0.0311793 | val_loss: 0.0311776 | Time: 3123.23 ms [2021-03-24 08:18:13 main:574] : INFO : Epoch 1579 | loss: 0.0311771 | val_loss: 0.0311771 | Time: 3130.44 ms [2021-03-24 08:18:16 main:574] : INFO : Epoch 1580 | loss: 0.0311771 | val_loss: 0.0311752 | Time: 3115.48 ms [2021-03-24 08:18:19 main:574] : INFO : Epoch 1581 | loss: 0.0311741 | val_loss: 0.0311708 | Time: 3106.7 ms [2021-03-24 08:18:22 main:574] : INFO : Epoch 1582 | loss: 0.0311708 | val_loss: 0.0311669 | Time: 3101.56 ms [2021-03-24 08:18:25 main:574] : INFO : Epoch 1583 | loss: 0.0311675 | val_loss: 0.0311656 | Time: 3118.6 ms [2021-03-24 08:18:28 main:574] : INFO : Epoch 1584 | loss: 0.031167 | val_loss: 0.0311674 | Time: 3098.84 ms [2021-03-24 08:18:32 main:574] : INFO : Epoch 1585 | loss: 0.031167 | val_loss: 0.0311656 | Time: 3123.47 ms [2021-03-24 08:18:35 main:574] : INFO : Epoch 1586 | loss: 0.0311651 | val_loss: 0.0311653 | Time: 3095.45 ms [2021-03-24 08:18:38 main:574] : INFO : Epoch 1587 | loss: 0.0311658 | val_loss: 0.0311666 | Time: 3136.69 ms [2021-03-24 08:18:41 main:574] : INFO : Epoch 1588 | loss: 0.0311658 | val_loss: 0.0311657 | Time: 3104.27 ms [2021-03-24 08:18:44 main:574] : INFO : Epoch 1589 | loss: 0.0311643 | val_loss: 0.0311678 | Time: 3081.42 ms [2021-03-24 08:18:47 main:574] : INFO : Epoch 1590 | loss: 0.0311634 | val_loss: 0.031164 | Time: 3108.03 ms [2021-03-24 08:18:50 main:574] : INFO : Epoch 1591 | loss: 0.031163 | val_loss: 0.0311636 | Time: 3103.2 ms [2021-03-24 08:18:54 main:574] : INFO : Epoch 1592 | loss: 0.0311623 | val_loss: 0.0311669 | Time: 3111.23 ms [2021-03-24 08:18:57 main:574] : INFO : Epoch 1593 | loss: 0.0311619 | val_loss: 0.0311649 | Time: 3113.48 ms [2021-03-24 08:19:00 main:574] : INFO : Epoch 1594 | loss: 0.0311616 | val_loss: 0.0311637 | Time: 3110.16 ms [2021-03-24 08:19:03 main:574] : INFO : Epoch 1595 | loss: 0.0311628 | val_loss: 0.031167 | Time: 3123.13 ms [2021-03-24 08:19:06 main:574] : INFO : Epoch 1596 | loss: 0.0311631 | val_loss: 0.0311638 | Time: 3117.37 ms [2021-03-24 08:19:09 main:574] : INFO : Epoch 1597 | loss: 0.0311623 | val_loss: 0.0311628 | Time: 3108.36 ms [2021-03-24 08:19:13 main:574] : INFO : Epoch 1598 | loss: 0.0311612 | val_loss: 0.0311655 | Time: 3126.96 ms [2021-03-24 08:19:16 main:574] : INFO : Epoch 1599 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 3120.78 ms [2021-03-24 08:19:19 main:574] : INFO : Epoch 1600 | loss: 0.0311624 | val_loss: 0.0311639 | Time: 3119.32 ms [2021-03-24 08:19:22 main:574] : INFO : Epoch 1601 | loss: 0.0311621 | val_loss: 0.0311654 | Time: 3088.21 ms [2021-03-24 08:19:25 main:574] : INFO : Epoch 1602 | loss: 0.031161 | val_loss: 0.0311649 | Time: 3094.03 ms [2021-03-24 08:19:28 main:574] : INFO : Epoch 1603 | loss: 0.03116 | val_loss: 0.031164 | Time: 3099.03 ms [2021-03-24 08:19:31 main:574] : INFO : Epoch 1604 | loss: 0.0311604 | val_loss: 0.0311636 | Time: 3103.53 ms [2021-03-24 08:19:35 main:574] : INFO : Epoch 1605 | loss: 0.0311599 | val_loss: 0.0311652 | Time: 3108.68 ms [2021-03-24 08:19:38 main:574] : INFO : Epoch 1606 | loss: 0.0311607 | val_loss: 0.0311621 | Time: 3131.43 ms [2021-03-24 08:19:41 main:574] : INFO : Epoch 1607 | loss: 0.0311596 | val_loss: 0.0311624 | Time: 3122.64 ms [2021-03-24 08:19:44 main:574] : INFO : Epoch 1608 | loss: 0.0311592 | val_loss: 0.0311632 | Time: 3119.62 ms [2021-03-24 08:19:47 main:574] : INFO : Epoch 1609 | loss: 0.031159 | val_loss: 0.031163 | Time: 3130.04 ms [2021-03-24 08:19:50 main:574] : INFO : Epoch 1610 | loss: 0.031159 | val_loss: 0.0311626 | Time: 3106.75 ms [2021-03-24 08:19:53 main:574] : INFO : Epoch 1611 | loss: 0.0311589 | val_loss: 0.0311628 | Time: 3119.88 ms [2021-03-24 08:19:57 main:574] : INFO : Epoch 1612 | loss: 0.0311588 | val_loss: 0.031164 | Time: 3141.83 ms [2021-03-24 08:20:00 main:574] : INFO : Epoch 1613 | loss: 0.0311585 | val_loss: 0.0311628 | Time: 3137.61 ms [2021-03-24 08:20:03 main:574] : INFO : Epoch 1614 | loss: 0.0311578 | val_loss: 0.0311631 | Time: 3113.97 ms [2021-03-24 08:20:06 main:574] : INFO : Epoch 1615 | loss: 0.0311581 | val_loss: 0.0311633 | Time: 3142.68 ms [2021-03-24 08:20:09 main:574] : INFO : Epoch 1616 | loss: 0.0311588 | val_loss: 0.0311649 | Time: 3103.73 ms [2021-03-24 08:20:12 main:574] : INFO : Epoch 1617 | loss: 0.0311592 | val_loss: 0.0311637 | Time: 3123.3 ms [2021-03-24 08:20:16 main:574] : INFO : Epoch 1618 | loss: 0.0311592 | val_loss: 0.0311646 | Time: 3101.18 ms [2021-03-24 08:20:19 main:574] : INFO : Epoch 1619 | loss: 0.0311598 | val_loss: 0.0311624 | Time: 3121.09 ms [2021-03-24 08:20:22 main:574] : INFO : Epoch 1620 | loss: 0.0311599 | val_loss: 0.0311643 | Time: 3112.8 ms [2021-03-24 08:20:25 main:574] : INFO : Epoch 1621 | loss: 0.0311587 | val_loss: 0.0311649 | Time: 3127.83 ms [2021-03-24 08:20:28 main:574] : INFO : Epoch 1622 | loss: 0.0311595 | val_loss: 0.0311623 | Time: 3115.94 ms [2021-03-24 08:20:31 main:574] : INFO : Epoch 1623 | loss: 0.0311588 | val_loss: 0.031161 | Time: 3152.82 ms [2021-03-24 08:20:34 main:574] : INFO : Epoch 1624 | loss: 0.0311579 | val_loss: 0.031164 | Time: 3098.67 ms [2021-03-24 08:20:38 main:574] : INFO : Epoch 1625 | loss: 0.031159 | val_loss: 0.031173 | Time: 3111.08 ms [2021-03-24 08:20:41 main:574] : INFO : Epoch 1626 | loss: 0.0311597 | val_loss: 0.031162 | Time: 3119.28 ms [2021-03-24 08:20:44 main:574] : INFO : Epoch 1627 | loss: 0.0311573 | val_loss: 0.0311631 | Time: 3123.91 ms [2021-03-24 08:20:47 main:574] : INFO : Epoch 1628 | loss: 0.0311586 | val_loss: 0.0311676 | Time: 3106.74 ms [2021-03-24 08:20:50 main:574] : INFO : Epoch 1629 | loss: 0.0311599 | val_loss: 0.0311627 | Time: 3095.53 ms [2021-03-24 08:20:53 main:574] : INFO : Epoch 1630 | loss: 0.0311575 | val_loss: 0.0311622 | Time: 3131.55 ms [2021-03-24 08:20:56 main:574] : INFO : Epoch 1631 | loss: 0.0311563 | val_loss: 0.0311631 | Time: 3099.57 ms [2021-03-24 08:21:00 main:574] : INFO : Epoch 1632 | loss: 0.0311578 | val_loss: 0.0311634 | Time: 3107.55 ms [2021-03-24 08:21:03 main:574] : INFO : Epoch 1633 | loss: 0.0311566 | val_loss: 0.0311621 | Time: 3144.35 ms [2021-03-24 08:21:06 main:574] : INFO : Epoch 1634 | loss: 0.0311557 | val_loss: 0.0311621 | Time: 3114.07 ms [2021-03-24 08:21:09 main:574] : INFO : Epoch 1635 | loss: 0.0311591 | val_loss: 0.0311636 | Time: 3121.88 ms [2021-03-24 08:21:12 main:574] : INFO : Epoch 1636 | loss: 0.0311596 | val_loss: 0.0311631 | Time: 3114.32 ms [2021-03-24 08:21:15 main:574] : INFO : Epoch 1637 | loss: 0.0311557 | val_loss: 0.0311626 | Time: 3084.27 ms [2021-03-24 08:21:18 main:574] : INFO : Epoch 1638 | loss: 0.0311549 | val_loss: 0.0311636 | Time: 3087.22 ms [2021-03-24 08:21:22 main:574] : INFO : Epoch 1639 | loss: 0.0311559 | val_loss: 0.0311638 | Time: 3093.53 ms [2021-03-24 08:21:25 main:574] : INFO : Epoch 1640 | loss: 0.0311574 | val_loss: 0.0311628 | Time: 3093.92 ms [2021-03-24 08:21:28 main:574] : INFO : Epoch 1641 | loss: 0.0311564 | val_loss: 0.0311634 | Time: 3080.1 ms [2021-03-24 08:21:31 main:574] : INFO : Epoch 1642 | loss: 0.031156 | val_loss: 0.0311624 | Time: 3093.13 ms [2021-03-24 08:21:34 main:574] : INFO : Epoch 1643 | loss: 0.031155 | val_loss: 0.0311634 | Time: 3088.72 ms [2021-03-24 08:21:37 main:574] : INFO : Epoch 1644 | loss: 0.0311554 | val_loss: 0.0311674 | Time: 3093.93 ms [2021-03-24 08:21:40 main:574] : INFO : Epoch 1645 | loss: 0.0311557 | val_loss: 0.031163 | Time: 3095.21 ms [2021-03-24 08:21:43 main:574] : INFO : Epoch 1646 | loss: 0.0311548 | val_loss: 0.0311621 | Time: 3108.42 ms [2021-03-24 08:21:47 main:574] : INFO : Epoch 1647 | loss: 0.031155 | val_loss: 0.0311634 | Time: 3118.98 ms [2021-03-24 08:21:50 main:574] : INFO : Epoch 1648 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 3122.72 ms [2021-03-24 08:21:53 main:574] : INFO : Epoch 1649 | loss: 0.0311556 | val_loss: 0.0311641 | Time: 3109.44 ms [2021-03-24 08:21:56 main:574] : INFO : Epoch 1650 | loss: 0.0311558 | val_loss: 0.0311658 | Time: 3149.2 ms [2021-03-24 08:21:59 main:574] : INFO : Epoch 1651 | loss: 0.0311557 | val_loss: 0.031166 | Time: 3103.72 ms [2021-03-24 08:22:02 main:574] : INFO : Epoch 1652 | loss: 0.0311551 | val_loss: 0.0311639 | Time: 3100.96 ms [2021-03-24 08:22:06 main:574] : INFO : Epoch 1653 | loss: 0.0311551 | val_loss: 0.031164 | Time: 3117.26 ms [2021-03-24 08:22:09 main:574] : INFO : Epoch 1654 | loss: 0.0311553 | val_loss: 0.031163 | Time: 3088.62 ms [2021-03-24 08:22:12 main:574] : INFO : Epoch 1655 | loss: 0.031155 | val_loss: 0.0311625 | Time: 3112.06 ms [2021-03-24 08:22:15 main:574] : INFO : Epoch 1656 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 3129.95 ms [2021-03-24 08:22:18 main:574] : INFO : Epoch 1657 | loss: 0.0311585 | val_loss: 0.0311632 | Time: 3101.23 ms [2021-03-24 08:22:21 main:574] : INFO : Epoch 1658 | loss: 0.0311575 | val_loss: 0.031165 | Time: 3117.45 ms [2021-03-24 08:22:24 main:574] : INFO : Epoch 1659 | loss: 0.0311563 | val_loss: 0.0311649 | Time: 3099.25 ms [2021-03-24 08:22:28 main:574] : INFO : Epoch 1660 | loss: 0.0311548 | val_loss: 0.0311633 | Time: 3112.1 ms [2021-03-24 08:22:31 main:574] : INFO : Epoch 1661 | loss: 0.0311546 | val_loss: 0.0311628 | Time: 3096.93 ms [2021-03-24 08:22:34 main:574] : INFO : Epoch 1662 | loss: 0.0311538 | val_loss: 0.0311618 | Time: 3094.36 ms [2021-03-24 08:22:37 main:574] : INFO : Epoch 1663 | loss: 0.0311549 | val_loss: 0.0311624 | Time: 3097.5 ms [2021-03-24 08:22:40 main:574] : INFO : Epoch 1664 | loss: 0.0311558 | val_loss: 0.0311656 | Time: 3107.4 ms [2021-03-24 08:22:43 main:574] : INFO : Epoch 1665 | loss: 0.0311565 | val_loss: 0.0311622 | Time: 3127.76 ms [2021-03-24 08:22:46 main:574] : INFO : Epoch 1666 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 3096.28 ms [2021-03-24 08:22:49 main:574] : INFO : Epoch 1667 | loss: 0.0311563 | val_loss: 0.0311671 | Time: 3105.82 ms [2021-03-24 08:22:53 main:574] : INFO : Epoch 1668 | loss: 0.0311568 | val_loss: 0.031162 | Time: 3102.93 ms [2021-03-24 08:22:56 main:574] : INFO : Epoch 1669 | loss: 0.0311552 | val_loss: 0.0311634 | Time: 3102.15 ms [2021-03-24 08:22:59 main:574] : INFO : Epoch 1670 | loss: 0.0311555 | val_loss: 0.0311631 | Time: 3096.33 ms [2021-03-24 08:23:02 main:574] : INFO : Epoch 1671 | loss: 0.0311562 | val_loss: 0.0311624 | Time: 3080.57 ms [2021-03-24 08:23:05 main:574] : INFO : Epoch 1672 | loss: 0.0311556 | val_loss: 0.0311633 | Time: 3116.81 ms [2021-03-24 08:23:08 main:574] : INFO : Epoch 1673 | loss: 0.0311562 | val_loss: 0.0311619 | Time: 3103.13 ms [2021-03-24 08:23:11 main:574] : INFO : Epoch 1674 | loss: 0.0311566 | val_loss: 0.0311662 | Time: 3107.27 ms [2021-03-24 08:23:15 main:574] : INFO : Epoch 1675 | loss: 0.0311546 | val_loss: 0.0311633 | Time: 3096.9 ms [2021-03-24 08:23:18 main:574] : INFO : Epoch 1676 | loss: 0.0311542 | val_loss: 0.031161 | Time: 3100.87 ms [2021-03-24 08:23:21 main:574] : INFO : Epoch 1677 | loss: 0.0311539 | val_loss: 0.031161 | Time: 3110.58 ms [2021-03-24 08:23:24 main:574] : INFO : Epoch 1678 | loss: 0.0311538 | val_loss: 0.0311625 | Time: 3098.15 ms [2021-03-24 08:23:27 main:574] : INFO : Epoch 1679 | loss: 0.0311555 | val_loss: 0.031162 | Time: 3139.91 ms [2021-03-24 08:23:30 main:574] : INFO : Epoch 1680 | loss: 0.0311548 | val_loss: 0.0311651 | Time: 3112.42 ms [2021-03-24 08:23:33 main:574] : INFO : Epoch 1681 | loss: 0.0311547 | val_loss: 0.0311605 | Time: 3145.77 ms [2021-03-24 08:23:37 main:574] : INFO : Epoch 1682 | loss: 0.0311538 | val_loss: 0.0311613 | Time: 3133.35 ms [2021-03-24 08:23:40 main:574] : INFO : Epoch 1683 | loss: 0.031155 | val_loss: 0.031165 | Time: 3114.74 ms [2021-03-24 08:23:43 main:574] : INFO : Epoch 1684 | loss: 0.0311543 | val_loss: 0.0311616 | Time: 3083.41 ms [2021-03-24 08:23:46 main:574] : INFO : Epoch 1685 | loss: 0.0311529 | val_loss: 0.0311611 | Time: 3140.25 ms [2021-03-24 08:23:49 main:574] : INFO : Epoch 1686 | loss: 0.0311538 | val_loss: 0.0311608 | Time: 3112.05 ms [2021-03-24 08:23:52 main:574] : INFO : Epoch 1687 | loss: 0.0311543 | val_loss: 0.0311648 | Time: 3113.57 ms [2021-03-24 08:23:55 main:574] : INFO : Epoch 1688 | loss: 0.0311545 | val_loss: 0.031162 | Time: 3121.59 ms [2021-03-24 08:23:59 main:574] : INFO : Epoch 1689 | loss: 0.0311539 | val_loss: 0.0311625 | Time: 3088.51 ms [2021-03-24 08:24:02 main:574] : INFO : Epoch 1690 | loss: 0.0311542 | val_loss: 0.0311659 | Time: 3109.37 ms [2021-03-24 08:24:05 main:574] : INFO : Epoch 1691 | loss: 0.0311557 | val_loss: 0.0311609 | Time: 3103.08 ms [2021-03-24 08:24:08 main:574] : INFO : Epoch 1692 | loss: 0.0311555 | val_loss: 0.0311631 | Time: 3119.22 ms [2021-03-24 08:24:11 main:574] : INFO : Epoch 1693 | loss: 0.031157 | val_loss: 0.0311669 | Time: 3114.52 ms [2021-03-24 08:24:14 main:574] : INFO : Epoch 1694 | loss: 0.0311573 | val_loss: 0.0311639 | Time: 3108.5 ms [2021-03-24 08:24:17 main:574] : INFO : Epoch 1695 | loss: 0.0311568 | val_loss: 0.0311653 | Time: 3104.36 ms [2021-03-24 08:24:21 main:574] : INFO : Epoch 1696 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 3115.36 ms [2021-03-24 08:24:24 main:574] : INFO : Epoch 1697 | loss: 0.0311577 | val_loss: 0.0311636 | Time: 3090.18 ms [2021-03-24 08:24:27 main:574] : INFO : Epoch 1698 | loss: 0.0311574 | val_loss: 0.0311663 | Time: 3081.37 ms [2021-03-24 08:24:30 main:574] : INFO : Epoch 1699 | loss: 0.0311569 | val_loss: 0.0311656 | Time: 3125.21 ms [2021-03-24 08:24:33 main:574] : INFO : Epoch 1700 | loss: 0.0311577 | val_loss: 0.0311641 | Time: 3118.56 ms [2021-03-24 08:24:36 main:574] : INFO : Epoch 1701 | loss: 0.0311597 | val_loss: 0.0311634 | Time: 3108.74 ms [2021-03-24 08:24:39 main:574] : INFO : Epoch 1702 | loss: 0.0311605 | val_loss: 0.0311683 | Time: 3148.41 ms [2021-03-24 08:24:43 main:574] : INFO : Epoch 1703 | loss: 0.031164 | val_loss: 0.0311705 | Time: 3106.6 ms [2021-03-24 08:24:46 main:574] : INFO : Epoch 1704 | loss: 0.0311654 | val_loss: 0.0311688 | Time: 3121.65 ms [2021-03-24 08:24:49 main:574] : INFO : Epoch 1705 | loss: 0.0311638 | val_loss: 0.0311684 | Time: 3097.36 ms [2021-03-24 08:24:52 main:574] : INFO : Epoch 1706 | loss: 0.0311629 | val_loss: 0.0311714 | Time: 3095.42 ms [2021-03-24 08:24:55 main:574] : INFO : Epoch 1707 | loss: 0.0311642 | val_loss: 0.0311681 | Time: 3100.06 ms [2021-03-24 08:24:58 main:574] : INFO : Epoch 1708 | loss: 0.031163 | val_loss: 0.031169 | Time: 3106.36 ms [2021-03-24 08:25:01 main:574] : INFO : Epoch 1709 | loss: 0.0311622 | val_loss: 0.0311684 | Time: 3090.66 ms [2021-03-24 08:25:05 main:574] : INFO : Epoch 1710 | loss: 0.0311665 | val_loss: 0.0311816 | Time: 3122.17 ms [2021-03-24 08:25:08 main:574] : INFO : Epoch 1711 | loss: 0.0311643 | val_loss: 0.0311695 | Time: 3097.09 ms [2021-03-24 08:25:11 main:574] : INFO : Epoch 1712 | loss: 0.031162 | val_loss: 0.0311711 | Time: 3068 ms [2021-03-24 08:25:14 main:574] : INFO : Epoch 1713 | loss: 0.0311628 | val_loss: 0.0311692 | Time: 3129.69 ms [2021-03-24 08:25:17 main:574] : INFO : Epoch 1714 | loss: 0.0311628 | val_loss: 0.0311665 | Time: 3087.64 ms [2021-03-24 08:25:20 main:574] : INFO : Epoch 1715 | loss: 0.0311614 | val_loss: 0.0311655 | Time: 3103.18 ms [2021-03-24 08:25:23 main:574] : INFO : Epoch 1716 | loss: 0.0311609 | val_loss: 0.0311663 | Time: 3114.1 ms [2021-03-24 08:25:27 main:574] : INFO : Epoch 1717 | loss: 0.0311615 | val_loss: 0.0311661 | Time: 3125.34 ms [2021-03-24 08:25:30 main:574] : INFO : Epoch 1718 | loss: 0.0311625 | val_loss: 0.0311685 | Time: 3111.97 ms [2021-03-24 08:25:33 main:574] : INFO : Epoch 1719 | loss: 0.0311615 | val_loss: 0.031167 | Time: 3101.48 ms [2021-03-24 08:25:36 main:574] : INFO : Epoch 1720 | loss: 0.0311609 | val_loss: 0.0311669 | Time: 3102.21 ms [2021-03-24 08:25:39 main:574] : INFO : Epoch 1721 | loss: 0.0311611 | val_loss: 0.0311688 | Time: 3122.5 ms [2021-03-24 08:25:42 main:574] : INFO : Epoch 1722 | loss: 0.0311604 | val_loss: 0.0311676 | Time: 3120.03 ms [2021-03-24 08:25:45 main:574] : INFO : Epoch 1723 | loss: 0.0311608 | val_loss: 0.0311725 | Time: 3115.5 ms [2021-03-24 08:25:48 main:574] : INFO : Epoch 1724 | loss: 0.0311623 | val_loss: 0.0311668 | Time: 3101.24 ms [2021-03-24 08:25:52 main:574] : INFO : Epoch 1725 | loss: 0.0311601 | val_loss: 0.0311679 | Time: 3136.17 ms [2021-03-24 08:25:55 main:574] : INFO : Epoch 1726 | loss: 0.0311613 | val_loss: 0.0311685 | Time: 3110.37 ms [2021-03-24 08:25:58 main:574] : INFO : Epoch 1727 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 3099 ms [2021-03-24 08:26:01 main:574] : INFO : Epoch 1728 | loss: 0.0311598 | val_loss: 0.0311676 | Time: 3101.11 ms [2021-03-24 08:26:04 main:574] : INFO : Epoch 1729 | loss: 0.0311606 | val_loss: 0.0311698 | Time: 3116.35 ms [2021-03-24 08:26:07 main:574] : INFO : Epoch 1730 | loss: 0.0311628 | val_loss: 0.0311683 | Time: 3123.59 ms [2021-03-24 08:26:10 main:574] : INFO : Epoch 1731 | loss: 0.031161 | val_loss: 0.0311694 | Time: 3109.52 ms [2021-03-24 08:26:14 main:574] : INFO : Epoch 1732 | loss: 0.0311608 | val_loss: 0.0311678 | Time: 3125.84 ms [2021-03-24 08:26:17 main:574] : INFO : Epoch 1733 | loss: 0.0311604 | val_loss: 0.0311682 | Time: 3098.85 ms [2021-03-24 08:26:20 main:574] : INFO : Epoch 1734 | loss: 0.03116 | val_loss: 0.031177 | Time: 3088.45 ms [2021-03-24 08:26:23 main:574] : INFO : Epoch 1735 | loss: 0.031163 | val_loss: 0.0311716 | Time: 3109.35 ms [2021-03-24 08:26:26 main:574] : INFO : Epoch 1736 | loss: 0.0311608 | val_loss: 0.0311673 | Time: 3136.27 ms [2021-03-24 08:26:29 main:574] : INFO : Epoch 1737 | loss: 0.0311615 | val_loss: 0.0311665 | Time: 3112.06 ms [2021-03-24 08:26:32 main:574] : INFO : Epoch 1738 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 3155.08 ms [2021-03-24 08:26:36 main:574] : INFO : Epoch 1739 | loss: 0.031159 | val_loss: 0.0311708 | Time: 3100.31 ms [2021-03-24 08:26:39 main:574] : INFO : Epoch 1740 | loss: 0.0311595 | val_loss: 0.0311661 | Time: 3136.01 ms [2021-03-24 08:26:42 main:574] : INFO : Epoch 1741 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 3131.81 ms [2021-03-24 08:26:45 main:574] : INFO : Epoch 1742 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 3131.53 ms [2021-03-24 08:26:48 main:574] : INFO : Epoch 1743 | loss: 0.0311624 | val_loss: 0.0311684 | Time: 3114 ms [2021-03-24 08:26:51 main:574] : INFO : Epoch 1744 | loss: 0.0311632 | val_loss: 0.0311654 | Time: 3112 ms [2021-03-24 08:26:55 main:574] : INFO : Epoch 1745 | loss: 0.0311613 | val_loss: 0.0311668 | Time: 3121.6 ms [2021-03-24 08:26:58 main:574] : INFO : Epoch 1746 | loss: 0.0311611 | val_loss: 0.031166 | Time: 3113.14 ms [2021-03-24 08:27:01 main:574] : INFO : Epoch 1747 | loss: 0.0311595 | val_loss: 0.031167 | Time: 3097.23 ms [2021-03-24 08:27:04 main:574] : INFO : Epoch 1748 | loss: 0.0311593 | val_loss: 0.0311685 | Time: 3124.59 ms [2021-03-24 08:27:07 main:574] : INFO : Epoch 1749 | loss: 0.03116 | val_loss: 0.0311657 | Time: 3111.94 ms [2021-03-24 08:27:10 main:574] : INFO : Epoch 1750 | loss: 0.0311591 | val_loss: 0.0311653 | Time: 3118.05 ms [2021-03-24 08:27:13 main:574] : INFO : Epoch 1751 | loss: 0.0311598 | val_loss: 0.0311683 | Time: 3102.39 ms [2021-03-24 08:27:17 main:574] : INFO : Epoch 1752 | loss: 0.0311617 | val_loss: 0.0311662 | Time: 3097.76 ms [2021-03-24 08:27:20 main:574] : INFO : Epoch 1753 | loss: 0.0311594 | val_loss: 0.0311654 | Time: 3101.13 ms [2021-03-24 08:27:23 main:574] : INFO : Epoch 1754 | loss: 0.0311613 | val_loss: 0.0311679 | Time: 3049.94 ms [2021-03-24 08:27:26 main:574] : INFO : Epoch 1755 | loss: 0.0311616 | val_loss: 0.0311667 | Time: 3137.96 ms [2021-03-24 08:27:29 main:574] : INFO : Epoch 1756 | loss: 0.031161 | val_loss: 0.0311667 | Time: 3139.59 ms [2021-03-24 08:27:32 main:574] : INFO : Epoch 1757 | loss: 0.0311584 | val_loss: 0.0311671 | Time: 3127.68 ms [2021-03-24 08:27:35 main:574] : INFO : Epoch 1758 | loss: 0.0311581 | val_loss: 0.0311652 | Time: 3126.17 ms [2021-03-24 08:27:39 main:574] : INFO : Epoch 1759 | loss: 0.0311592 | val_loss: 0.0311666 | Time: 3108.25 ms [2021-03-24 08:27:42 main:574] : INFO : Epoch 1760 | loss: 0.0311575 | val_loss: 0.031166 | Time: 3100.04 ms [2021-03-24 08:27:45 main:574] : INFO : Epoch 1761 | loss: 0.0311592 | val_loss: 0.03117 | Time: 3124.94 ms [2021-03-24 08:27:48 main:574] : INFO : Epoch 1762 | loss: 0.0311588 | val_loss: 0.0311657 | Time: 3118.05 ms [2021-03-24 08:27:51 main:574] : INFO : Epoch 1763 | loss: 0.0311584 | val_loss: 0.0311663 | Time: 3119.91 ms [2021-03-24 08:27:54 main:574] : INFO : Epoch 1764 | loss: 0.0311595 | val_loss: 0.031169 | Time: 3106.11 ms [2021-03-24 08:27:58 main:574] : INFO : Epoch 1765 | loss: 0.0311584 | val_loss: 0.0311669 | Time: 3095.09 ms [2021-03-24 08:28:01 main:574] : INFO : Epoch 1766 | loss: 0.0311587 | val_loss: 0.0311674 | Time: 3135.62 ms [2021-03-24 08:28:04 main:574] : INFO : Epoch 1767 | loss: 0.0311606 | val_loss: 0.0311705 | Time: 3115.7 ms [2021-03-24 08:28:07 main:574] : INFO : Epoch 1768 | loss: 0.0311584 | val_loss: 0.0311661 | Time: 3085.1 ms [2021-03-24 08:28:10 main:574] : INFO : Epoch 1769 | loss: 0.0311577 | val_loss: 0.0311665 | Time: 3105.01 ms [2021-03-24 08:28:13 main:574] : INFO : Epoch 1770 | loss: 0.0311591 | val_loss: 0.0311671 | Time: 3119.23 ms [2021-03-24 08:28:16 main:574] : INFO : Epoch 1771 | loss: 0.0311612 | val_loss: 0.0311785 | Time: 3101.78 ms [2021-03-24 08:28:19 main:574] : INFO : Epoch 1772 | loss: 0.0311649 | val_loss: 0.0311698 | Time: 3096.99 ms [2021-03-24 08:28:23 main:574] : INFO : Epoch 1773 | loss: 0.0311582 | val_loss: 0.0311654 | Time: 3116.63 ms [2021-03-24 08:28:26 main:574] : INFO : Epoch 1774 | loss: 0.0311573 | val_loss: 0.0311704 | Time: 3115.23 ms [2021-03-24 08:28:29 main:574] : INFO : Epoch 1775 | loss: 0.031158 | val_loss: 0.0311665 | Time: 3076.83 ms [2021-03-24 08:28:32 main:574] : INFO : Epoch 1776 | loss: 0.0311577 | val_loss: 0.0311692 | Time: 3111.12 ms [2021-03-24 08:28:35 main:574] : INFO : Epoch 1777 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 3110.08 ms [2021-03-24 08:28:38 main:574] : INFO : Epoch 1778 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 3099.31 ms [2021-03-24 08:28:41 main:574] : INFO : Epoch 1779 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 3105.54 ms [2021-03-24 08:28:45 main:574] : INFO : Epoch 1780 | loss: 0.0311587 | val_loss: 0.031168 | Time: 3112.63 ms [2021-03-24 08:28:48 main:574] : INFO : Epoch 1781 | loss: 0.0311574 | val_loss: 0.0311658 | Time: 3143.76 ms [2021-03-24 08:28:51 main:574] : INFO : Epoch 1782 | loss: 0.0311579 | val_loss: 0.0311661 | Time: 3094.17 ms [2021-03-24 08:28:54 main:574] : INFO : Epoch 1783 | loss: 0.0311578 | val_loss: 0.0311665 | Time: 3090.49 ms [2021-03-24 08:28:57 main:574] : INFO : Epoch 1784 | loss: 0.0311572 | val_loss: 0.031167 | Time: 3115.57 ms [2021-03-24 08:29:00 main:574] : INFO : Epoch 1785 | loss: 0.0311585 | val_loss: 0.0311698 | Time: 3114.89 ms [2021-03-24 08:29:03 main:574] : INFO : Epoch 1786 | loss: 0.0311589 | val_loss: 0.03117 | Time: 3118.21 ms [2021-03-24 08:29:07 main:574] : INFO : Epoch 1787 | loss: 0.0311574 | val_loss: 0.0311759 | Time: 3106.23 ms [2021-03-24 08:29:10 main:574] : INFO : Epoch 1788 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 3131.38 ms [2021-03-24 08:29:13 main:574] : INFO : Epoch 1789 | loss: 0.0311586 | val_loss: 0.0311665 | Time: 3099.82 ms [2021-03-24 08:29:16 main:574] : INFO : Epoch 1790 | loss: 0.0311575 | val_loss: 0.0311706 | Time: 3114.98 ms [2021-03-24 08:29:19 main:574] : INFO : Epoch 1791 | loss: 0.0311576 | val_loss: 0.0311702 | Time: 3098.99 ms [2021-03-24 08:29:22 main:574] : INFO : Epoch 1792 | loss: 0.0311583 | val_loss: 0.0311715 | Time: 3088.05 ms [2021-03-24 08:29:25 main:574] : INFO : Epoch 1793 | loss: 0.0311593 | val_loss: 0.0311678 | Time: 3102.03 ms [2021-03-24 08:29:28 main:574] : INFO : Epoch 1794 | loss: 0.0311585 | val_loss: 0.0311767 | Time: 3090.95 ms [2021-03-24 08:29:32 main:574] : INFO : Epoch 1795 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 3103.01 ms [2021-03-24 08:29:35 main:574] : INFO : Epoch 1796 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 3102.47 ms [2021-03-24 08:29:38 main:574] : INFO : Epoch 1797 | loss: 0.0311574 | val_loss: 0.0311697 | Time: 3118.98 ms [2021-03-24 08:29:41 main:574] : INFO : Epoch 1798 | loss: 0.0311576 | val_loss: 0.0311681 | Time: 3107.25 ms [2021-03-24 08:29:44 main:574] : INFO : Epoch 1799 | loss: 0.0311572 | val_loss: 0.0311685 | Time: 3101 ms [2021-03-24 08:29:47 main:574] : INFO : Epoch 1800 | loss: 0.0311562 | val_loss: 0.0311696 | Time: 3104.75 ms [2021-03-24 08:29:50 main:574] : INFO : Epoch 1801 | loss: 0.0311581 | val_loss: 0.0311673 | Time: 3101.92 ms [2021-03-24 08:29:54 main:574] : INFO : Epoch 1802 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 3108.18 ms [2021-03-24 08:29:57 main:574] : INFO : Epoch 1803 | loss: 0.0311569 | val_loss: 0.0311679 | Time: 3118.15 ms [2021-03-24 08:30:00 main:574] : INFO : Epoch 1804 | loss: 0.0311562 | val_loss: 0.0311672 | Time: 3088.89 ms [2021-03-24 08:30:03 main:574] : INFO : Epoch 1805 | loss: 0.0311565 | val_loss: 0.0311681 | Time: 3105.58 ms [2021-03-24 08:30:06 main:574] : INFO : Epoch 1806 | loss: 0.0311575 | val_loss: 0.0311714 | Time: 3106.59 ms [2021-03-24 08:30:09 main:574] : INFO : Epoch 1807 | loss: 0.0311586 | val_loss: 0.0311677 | Time: 3096.96 ms [2021-03-24 08:30:12 main:574] : INFO : Epoch 1808 | loss: 0.0311562 | val_loss: 0.0311663 | Time: 3101.8 ms [2021-03-24 08:30:15 main:574] : INFO : Epoch 1809 | loss: 0.0311573 | val_loss: 0.031169 | Time: 3098.42 ms [2021-03-24 08:30:19 main:574] : INFO : Epoch 1810 | loss: 0.0311565 | val_loss: 0.0311676 | Time: 3097.13 ms [2021-03-24 08:30:22 main:574] : INFO : Epoch 1811 | loss: 0.0311562 | val_loss: 0.0311674 | Time: 3107.97 ms [2021-03-24 08:30:25 main:574] : INFO : Epoch 1812 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 3091.81 ms [2021-03-24 08:30:28 main:574] : INFO : Epoch 1813 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 3103.18 ms [2021-03-24 08:30:31 main:574] : INFO : Epoch 1814 | loss: 0.0311571 | val_loss: 0.0311717 | Time: 3095.14 ms [2021-03-24 08:30:34 main:574] : INFO : Epoch 1815 | loss: 0.0311567 | val_loss: 0.0311679 | Time: 3106.2 ms [2021-03-24 08:30:37 main:574] : INFO : Epoch 1816 | loss: 0.0311566 | val_loss: 0.0311689 | Time: 3082.53 ms [2021-03-24 08:30:41 main:574] : INFO : Epoch 1817 | loss: 0.0311575 | val_loss: 0.0311692 | Time: 3124.09 ms [2021-03-24 08:30:44 main:574] : INFO : Epoch 1818 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 3100.59 ms [2021-03-24 08:30:47 main:574] : INFO : Epoch 1819 | loss: 0.0311558 | val_loss: 0.0311747 | Time: 3115.87 ms [2021-03-24 08:30:50 main:574] : INFO : Epoch 1820 | loss: 0.0311597 | val_loss: 0.0311679 | Time: 3083.11 ms [2021-03-24 08:30:53 main:574] : INFO : Epoch 1821 | loss: 0.0311565 | val_loss: 0.0311672 | Time: 3094.15 ms [2021-03-24 08:30:56 main:574] : INFO : Epoch 1822 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 3099.82 ms [2021-03-24 08:30:59 main:574] : INFO : Epoch 1823 | loss: 0.0311575 | val_loss: 0.0311689 | Time: 3091.01 ms [2021-03-24 08:31:02 main:574] : INFO : Epoch 1824 | loss: 0.031158 | val_loss: 0.0311692 | Time: 3092.62 ms [2021-03-24 08:31:06 main:574] : INFO : Epoch 1825 | loss: 0.031158 | val_loss: 0.0311695 | Time: 3097.69 ms [2021-03-24 08:31:09 main:574] : INFO : Epoch 1826 | loss: 0.0311565 | val_loss: 0.0311669 | Time: 3113.82 ms [2021-03-24 08:31:12 main:574] : INFO : Epoch 1827 | loss: 0.0311568 | val_loss: 0.0311675 | Time: 3099.36 ms [2021-03-24 08:31:15 main:574] : INFO : Epoch 1828 | loss: 0.0311572 | val_loss: 0.0311681 | Time: 3093.31 ms [2021-03-24 08:31:18 main:574] : INFO : Epoch 1829 | loss: 0.0311575 | val_loss: 0.0311703 | Time: 3087.43 ms [2021-03-24 08:31:21 main:574] : INFO : Epoch 1830 | loss: 0.0311582 | val_loss: 0.0311767 | Time: 3098.46 ms [2021-03-24 08:31:24 main:574] : INFO : Epoch 1831 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 3081.74 ms [2021-03-24 08:31:28 main:574] : INFO : Epoch 1832 | loss: 0.0311588 | val_loss: 0.0311699 | Time: 3077.84 ms [2021-03-24 08:31:31 main:574] : INFO : Epoch 1833 | loss: 0.0311575 | val_loss: 0.0311677 | Time: 3111.31 ms [2021-03-24 08:31:34 main:574] : INFO : Epoch 1834 | loss: 0.0311618 | val_loss: 0.0311751 | Time: 3087.89 ms [2021-03-24 08:31:37 main:574] : INFO : Epoch 1835 | loss: 0.0311616 | val_loss: 0.0311691 | Time: 3102.14 ms [2021-03-24 08:31:40 main:574] : INFO : Epoch 1836 | loss: 0.0311583 | val_loss: 0.031168 | Time: 3133.11 ms [2021-03-24 08:31:43 main:574] : INFO : Epoch 1837 | loss: 0.0311581 | val_loss: 0.031168 | Time: 3150.51 ms [2021-03-24 08:31:46 main:574] : INFO : Epoch 1838 | loss: 0.0311568 | val_loss: 0.0311688 | Time: 3101.26 ms [2021-03-24 08:31:50 main:574] : INFO : Epoch 1839 | loss: 0.031157 | val_loss: 0.0311693 | Time: 3106.12 ms [2021-03-24 08:31:53 main:574] : INFO : Epoch 1840 | loss: 0.031157 | val_loss: 0.0311685 | Time: 3110.38 ms [2021-03-24 08:31:56 main:574] : INFO : Epoch 1841 | loss: 0.0311565 | val_loss: 0.0311687 | Time: 3117.29 ms [2021-03-24 08:31:59 main:574] : INFO : Epoch 1842 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 3105.38 ms [2021-03-24 08:32:02 main:574] : INFO : Epoch 1843 | loss: 0.0311583 | val_loss: 0.0311728 | Time: 3129.84 ms [2021-03-24 08:32:05 main:574] : INFO : Epoch 1844 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 3107.55 ms [2021-03-24 08:32:08 main:574] : INFO : Epoch 1845 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 3128.95 ms [2021-03-24 08:32:11 main:574] : INFO : Epoch 1846 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 3069.53 ms [2021-03-24 08:32:15 main:574] : INFO : Epoch 1847 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 3097.6 ms [2021-03-24 08:32:18 main:574] : INFO : Epoch 1848 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 3116.97 ms [2021-03-24 08:32:21 main:574] : INFO : Epoch 1849 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 3121.09 ms [2021-03-24 08:32:24 main:574] : INFO : Epoch 1850 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 3103.06 ms [2021-03-24 08:32:27 main:574] : INFO : Epoch 1851 | loss: 0.0311639 | val_loss: 0.0311684 | Time: 3107.17 ms [2021-03-24 08:32:30 main:574] : INFO : Epoch 1852 | loss: 0.0311628 | val_loss: 0.031173 | Time: 3062.45 ms [2021-03-24 08:32:33 main:574] : INFO : Epoch 1853 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 3091.08 ms [2021-03-24 08:32:37 main:574] : INFO : Epoch 1854 | loss: 0.031161 | val_loss: 0.0311711 | Time: 3131.46 ms [2021-03-24 08:32:40 main:574] : INFO : Epoch 1855 | loss: 0.0311616 | val_loss: 0.0311713 | Time: 3095.76 ms [2021-03-24 08:32:43 main:574] : INFO : Epoch 1856 | loss: 0.0311596 | val_loss: 0.0311675 | Time: 3122.79 ms [2021-03-24 08:32:46 main:574] : INFO : Epoch 1857 | loss: 0.0311605 | val_loss: 0.0311697 | Time: 3119.79 ms [2021-03-24 08:32:49 main:574] : INFO : Epoch 1858 | loss: 0.0311607 | val_loss: 0.0311677 | Time: 3105 ms [2021-03-24 08:32:52 main:574] : INFO : Epoch 1859 | loss: 0.031159 | val_loss: 0.0311664 | Time: 3110.14 ms [2021-03-24 08:32:55 main:574] : INFO : Epoch 1860 | loss: 0.031159 | val_loss: 0.0311675 | Time: 3097.38 ms [2021-03-24 08:32:59 main:574] : INFO : Epoch 1861 | loss: 0.0311584 | val_loss: 0.0311748 | Time: 3125.28 ms [2021-03-24 08:33:02 main:574] : INFO : Epoch 1862 | loss: 0.0311596 | val_loss: 0.0311723 | Time: 3076.2 ms [2021-03-24 08:33:05 main:574] : INFO : Epoch 1863 | loss: 0.0311619 | val_loss: 0.031172 | Time: 3114.35 ms [2021-03-24 08:33:08 main:574] : INFO : Epoch 1864 | loss: 0.0311609 | val_loss: 0.0311694 | Time: 3130.07 ms [2021-03-24 08:33:11 main:574] : INFO : Epoch 1865 | loss: 0.0311607 | val_loss: 0.0311679 | Time: 3101.61 ms [2021-03-24 08:33:14 main:574] : INFO : Epoch 1866 | loss: 0.031159 | val_loss: 0.0311713 | Time: 3131.65 ms [2021-03-24 08:33:17 main:574] : INFO : Epoch 1867 | loss: 0.03116 | val_loss: 0.0311675 | Time: 3127.3 ms [2021-03-24 08:33:21 main:574] : INFO : Epoch 1868 | loss: 0.031159 | val_loss: 0.0311661 | Time: 3100.15 ms [2021-03-24 08:33:24 main:574] : INFO : Epoch 1869 | loss: 0.0311582 | val_loss: 0.0311691 | Time: 3095.02 ms [2021-03-24 08:33:27 main:574] : INFO : Epoch 1870 | loss: 0.031159 | val_loss: 0.0311685 | Time: 3117.8 ms [2021-03-24 08:33:30 main:574] : INFO : Epoch 1871 | loss: 0.0311576 | val_loss: 0.0311674 | Time: 3128.55 ms [2021-03-24 08:33:33 main:574] : INFO : Epoch 1872 | loss: 0.0311573 | val_loss: 0.0311663 | Time: 3098.33 ms [2021-03-24 08:33:36 main:574] : INFO : Epoch 1873 | loss: 0.0311595 | val_loss: 0.031167 | Time: 3104.44 ms [2021-03-24 08:33:39 main:574] : INFO : Epoch 1874 | loss: 0.0311586 | val_loss: 0.0311671 | Time: 3125.52 ms [2021-03-24 08:33:43 main:574] : INFO : Epoch 1875 | loss: 0.031157 | val_loss: 0.0311668 | Time: 3123.54 ms [2021-03-24 08:33:46 main:574] : INFO : Epoch 1876 | loss: 0.0311584 | val_loss: 0.0311662 | Time: 3102.03 ms [2021-03-24 08:33:49 main:574] : INFO : Epoch 1877 | loss: 0.0311571 | val_loss: 0.031166 | Time: 3100.18 ms [2021-03-24 08:33:52 main:574] : INFO : Epoch 1878 | loss: 0.0311596 | val_loss: 0.0311699 | Time: 3114.84 ms [2021-03-24 08:33:55 main:574] : INFO : Epoch 1879 | loss: 0.0311585 | val_loss: 0.0311682 | Time: 3104.26 ms [2021-03-24 08:33:58 main:574] : INFO : Epoch 1880 | loss: 0.0311595 | val_loss: 0.0311684 | Time: 3113.59 ms [2021-03-24 08:34:01 main:574] : INFO : Epoch 1881 | loss: 0.0311594 | val_loss: 0.0311723 | Time: 3108.49 ms [2021-03-24 08:34:05 main:574] : INFO : Epoch 1882 | loss: 0.0311589 | val_loss: 0.0311661 | Time: 3106.28 ms [2021-03-24 08:34:08 main:574] : INFO : Epoch 1883 | loss: 0.0311595 | val_loss: 0.0311749 | Time: 3111.99 ms [2021-03-24 08:34:11 main:574] : INFO : Epoch 1884 | loss: 0.0311601 | val_loss: 0.03117 | Time: 3133.53 ms [2021-03-24 08:34:14 main:574] : INFO : Epoch 1885 | loss: 0.0311604 | val_loss: 0.0311729 | Time: 3119.49 ms [2021-03-24 08:34:17 main:574] : INFO : Epoch 1886 | loss: 0.0311604 | val_loss: 0.0311736 | Time: 3132.71 ms [2021-03-24 08:34:20 main:574] : INFO : Epoch 1887 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 3105.96 ms [2021-03-24 08:34:24 main:574] : INFO : Epoch 1888 | loss: 0.0311601 | val_loss: 0.0311676 | Time: 3103.89 ms [2021-03-24 08:34:27 main:574] : INFO : Epoch 1889 | loss: 0.0311591 | val_loss: 0.03117 | Time: 3118.61 ms [2021-03-24 08:34:30 main:574] : INFO : Epoch 1890 | loss: 0.0311572 | val_loss: 0.0311685 | Time: 3128.63 ms [2021-03-24 08:34:33 main:574] : INFO : Epoch 1891 | loss: 0.0311574 | val_loss: 0.0311694 | Time: 3117.07 ms [2021-03-24 08:34:36 main:574] : INFO : Epoch 1892 | loss: 0.031158 | val_loss: 0.0311731 | Time: 3072.83 ms [2021-03-24 08:34:39 main:574] : INFO : Epoch 1893 | loss: 0.0311586 | val_loss: 0.0311689 | Time: 3118.72 ms [2021-03-24 08:34:42 main:574] : INFO : Epoch 1894 | loss: 0.0311564 | val_loss: 0.0311682 | Time: 3108.61 ms [2021-03-24 08:34:45 main:574] : INFO : Epoch 1895 | loss: 0.0311573 | val_loss: 0.0311679 | Time: 3100.05 ms [2021-03-24 08:34:49 main:574] : INFO : Epoch 1896 | loss: 0.0311598 | val_loss: 0.0311659 | Time: 3122.81 ms [2021-03-24 08:34:52 main:574] : INFO : Epoch 1897 | loss: 0.0311562 | val_loss: 0.03117 | Time: 3113.73 ms [2021-03-24 08:34:55 main:574] : INFO : Epoch 1898 | loss: 0.0311562 | val_loss: 0.0311675 | Time: 3127.67 ms [2021-03-24 08:34:58 main:574] : INFO : Epoch 1899 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 3127.07 ms [2021-03-24 08:35:01 main:574] : INFO : Epoch 1900 | loss: 0.0311567 | val_loss: 0.0311699 | Time: 3107.96 ms [2021-03-24 08:35:04 main:574] : INFO : Epoch 1901 | loss: 0.031157 | val_loss: 0.031168 | Time: 3129.92 ms [2021-03-24 08:35:08 main:574] : INFO : Epoch 1902 | loss: 0.0311603 | val_loss: 0.0311663 | Time: 3140.44 ms [2021-03-24 08:35:11 main:574] : INFO : Epoch 1903 | loss: 0.031158 | val_loss: 0.0311679 | Time: 3118.6 ms [2021-03-24 08:35:14 main:574] : INFO : Epoch 1904 | loss: 0.0311606 | val_loss: 0.0311734 | Time: 3102.85 ms [2021-03-24 08:35:17 main:574] : INFO : Epoch 1905 | loss: 0.0311634 | val_loss: 0.0311664 | Time: 3112.34 ms [2021-03-24 08:35:20 main:574] : INFO : Epoch 1906 | loss: 0.0311572 | val_loss: 0.0311686 | Time: 3093.42 ms [2021-03-24 08:35:23 main:574] : INFO : Epoch 1907 | loss: 0.0311557 | val_loss: 0.0311666 | Time: 3108.68 ms [2021-03-24 08:35:26 main:574] : INFO : Epoch 1908 | loss: 0.0311576 | val_loss: 0.0311703 | Time: 3130.59 ms [2021-03-24 08:35:30 main:574] : INFO : Epoch 1909 | loss: 0.031157 | val_loss: 0.0311662 | Time: 3077.08 ms [2021-03-24 08:35:33 main:574] : INFO : Epoch 1910 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 3105.29 ms [2021-03-24 08:35:36 main:574] : INFO : Epoch 1911 | loss: 0.0311553 | val_loss: 0.0311663 | Time: 3108.53 ms [2021-03-24 08:35:39 main:574] : INFO : Epoch 1912 | loss: 0.031156 | val_loss: 0.0311689 | Time: 3102.63 ms [2021-03-24 08:35:42 main:574] : INFO : Epoch 1913 | loss: 0.0311569 | val_loss: 0.0311729 | Time: 3112.58 ms [2021-03-24 08:35:45 main:574] : INFO : Epoch 1914 | loss: 0.0311591 | val_loss: 0.0311745 | Time: 3076.34 ms [2021-03-24 08:35:48 main:574] : INFO : Epoch 1915 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 3210.64 ms [2021-03-24 08:35:52 main:574] : INFO : Epoch 1916 | loss: 0.0311549 | val_loss: 0.0311668 | Time: 3116.92 ms [2021-03-24 08:35:55 main:574] : INFO : Epoch 1917 | loss: 0.0311548 | val_loss: 0.0311704 | Time: 3099.42 ms [2021-03-24 08:35:58 main:574] : INFO : Epoch 1918 | loss: 0.0311562 | val_loss: 0.0311687 | Time: 3104.86 ms [2021-03-24 08:36:01 main:574] : INFO : Epoch 1919 | loss: 0.0311549 | val_loss: 0.0311674 | Time: 3099.82 ms [2021-03-24 08:36:04 main:574] : INFO : Epoch 1920 | loss: 0.0311547 | val_loss: 0.0311691 | Time: 3112.09 ms [2021-03-24 08:36:07 main:574] : INFO : Epoch 1921 | loss: 0.0311557 | val_loss: 0.0311695 | Time: 3111.63 ms [2021-03-24 08:36:10 main:574] : INFO : Epoch 1922 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 3142.83 ms [2021-03-24 08:36:14 main:574] : INFO : Epoch 1923 | loss: 0.0311554 | val_loss: 0.0311667 | Time: 3116.95 ms [2021-03-24 08:36:17 main:574] : INFO : Epoch 1924 | loss: 0.0311563 | val_loss: 0.031169 | Time: 3104.14 ms [2021-03-24 08:36:20 main:574] : INFO : Epoch 1925 | loss: 0.0311563 | val_loss: 0.0311661 | Time: 3125.66 ms [2021-03-24 08:36:23 main:574] : INFO : Epoch 1926 | loss: 0.031156 | val_loss: 0.0311693 | Time: 3131.5 ms [2021-03-24 08:36:26 main:574] : INFO : Epoch 1927 | loss: 0.0311566 | val_loss: 0.0311676 | Time: 3082.59 ms [2021-03-24 08:36:29 main:574] : INFO : Epoch 1928 | loss: 0.0311557 | val_loss: 0.0311685 | Time: 3127.33 ms [2021-03-24 08:36:32 main:574] : INFO : Epoch 1929 | loss: 0.0311541 | val_loss: 0.0311681 | Time: 3082.57 ms [2021-03-24 08:36:36 main:574] : INFO : Epoch 1930 | loss: 0.0311542 | val_loss: 0.0311682 | Time: 3090.67 ms [2021-03-24 08:36:39 main:574] : INFO : Epoch 1931 | loss: 0.0311555 | val_loss: 0.031169 | Time: 3078.51 ms [2021-03-24 08:36:42 main:574] : INFO : Epoch 1932 | loss: 0.0311561 | val_loss: 0.031167 | Time: 3109.94 ms [2021-03-24 08:36:45 main:574] : INFO : Epoch 1933 | loss: 0.0311592 | val_loss: 0.0311689 | Time: 3111.03 ms [2021-03-24 08:36:48 main:574] : INFO : Epoch 1934 | loss: 0.0311591 | val_loss: 0.0311791 | Time: 3101.47 ms [2021-03-24 08:36:51 main:574] : INFO : Epoch 1935 | loss: 0.0311573 | val_loss: 0.0311682 | Time: 3116.52 ms [2021-03-24 08:36:54 main:574] : INFO : Epoch 1936 | loss: 0.0311556 | val_loss: 0.0311694 | Time: 3139.7 ms [2021-03-24 08:36:57 main:574] : INFO : Epoch 1937 | loss: 0.0311541 | val_loss: 0.0311687 | Time: 3097.46 ms [2021-03-24 08:37:01 main:574] : INFO : Epoch 1938 | loss: 0.0311557 | val_loss: 0.0311696 | Time: 3132.76 ms [2021-03-24 08:37:04 main:574] : INFO : Epoch 1939 | loss: 0.0311561 | val_loss: 0.0311706 | Time: 3076.21 ms [2021-03-24 08:37:07 main:574] : INFO : Epoch 1940 | loss: 0.0311548 | val_loss: 0.0311654 | Time: 3139.92 ms [2021-03-24 08:37:10 main:574] : INFO : Epoch 1941 | loss: 0.0311555 | val_loss: 0.0311694 | Time: 3104.52 ms [2021-03-24 08:37:13 main:574] : INFO : Epoch 1942 | loss: 0.0311543 | val_loss: 0.0311693 | Time: 3103.51 ms [2021-03-24 08:37:16 main:574] : INFO : Epoch 1943 | loss: 0.0311542 | val_loss: 0.0311669 | Time: 3100.96 ms [2021-03-24 08:37:19 main:574] : INFO : Epoch 1944 | loss: 0.0311545 | val_loss: 0.031174 | Time: 3110.04 ms [2021-03-24 08:37:23 main:574] : INFO : Epoch 1945 | loss: 0.031156 | val_loss: 0.0311663 | Time: 3121.03 ms [2021-03-24 08:37:26 main:574] : INFO : Epoch 1946 | loss: 0.0311584 | val_loss: 0.03117 | Time: 3128.57 ms [2021-03-24 08:37:29 main:574] : INFO : Epoch 1947 | loss: 0.0311557 | val_loss: 0.0311678 | Time: 3103 ms [2021-03-24 08:37:32 main:574] : INFO : Epoch 1948 | loss: 0.0311549 | val_loss: 0.031168 | Time: 3090.12 ms [2021-03-24 08:37:35 main:574] : INFO : Epoch 1949 | loss: 0.0311533 | val_loss: 0.031167 | Time: 3089.58 ms [2021-03-24 08:37:38 main:574] : INFO : Epoch 1950 | loss: 0.031155 | val_loss: 0.0311675 | Time: 3090.45 ms [2021-03-24 08:37:41 main:574] : INFO : Epoch 1951 | loss: 0.0311573 | val_loss: 0.0311681 | Time: 3115.6 ms [2021-03-24 08:37:45 main:574] : INFO : Epoch 1952 | loss: 0.0311558 | val_loss: 0.0311748 | Time: 3126.23 ms [2021-03-24 08:37:48 main:574] : INFO : Epoch 1953 | loss: 0.0311564 | val_loss: 0.031167 | Time: 3091.59 ms [2021-03-24 08:37:51 main:574] : INFO : Epoch 1954 | loss: 0.0311565 | val_loss: 0.0311679 | Time: 3116.7 ms [2021-03-24 08:37:54 main:574] : INFO : Epoch 1955 | loss: 0.0311558 | val_loss: 0.0311708 | Time: 3091.29 ms [2021-03-24 08:37:57 main:574] : INFO : Epoch 1956 | loss: 0.0311563 | val_loss: 0.0311685 | Time: 3098.55 ms [2021-03-24 08:38:00 main:574] : INFO : Epoch 1957 | loss: 0.0311607 | val_loss: 0.031183 | Time: 3115.21 ms [2021-03-24 08:38:03 main:574] : INFO : Epoch 1958 | loss: 0.0311633 | val_loss: 0.0311784 | Time: 3088.88 ms [2021-03-24 08:38:06 main:574] : INFO : Epoch 1959 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 3100.4 ms [2021-03-24 08:38:10 main:574] : INFO : Epoch 1960 | loss: 0.031155 | val_loss: 0.0311664 | Time: 3141.81 ms [2021-03-24 08:38:13 main:574] : INFO : Epoch 1961 | loss: 0.0311549 | val_loss: 0.0311709 | Time: 3085.45 ms [2021-03-24 08:38:16 main:574] : INFO : Epoch 1962 | loss: 0.031155 | val_loss: 0.0311684 | Time: 3090.1 ms [2021-03-24 08:38:19 main:574] : INFO : Epoch 1963 | loss: 0.0311543 | val_loss: 0.0311692 | Time: 3097.96 ms [2021-03-24 08:38:22 main:574] : INFO : Epoch 1964 | loss: 0.0311533 | val_loss: 0.0311698 | Time: 3099.14 ms [2021-03-24 08:38:25 main:574] : INFO : Epoch 1965 | loss: 0.0311545 | val_loss: 0.0311738 | Time: 3104.48 ms [2021-03-24 08:38:28 main:574] : INFO : Epoch 1966 | loss: 0.0311559 | val_loss: 0.031169 | Time: 3099.76 ms [2021-03-24 08:38:31 main:574] : INFO : Epoch 1967 | loss: 0.0311536 | val_loss: 0.0311672 | Time: 3098.01 ms [2021-03-24 08:38:35 main:574] : INFO : Epoch 1968 | loss: 0.0311535 | val_loss: 0.0311692 | Time: 3076.87 ms [2021-03-24 08:38:38 main:574] : INFO : Epoch 1969 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 3078.23 ms [2021-03-24 08:38:41 main:574] : INFO : Epoch 1970 | loss: 0.0311531 | val_loss: 0.0311722 | Time: 3097.21 ms [2021-03-24 08:38:44 main:574] : INFO : Epoch 1971 | loss: 0.0311548 | val_loss: 0.0311674 | Time: 3114.32 ms [2021-03-24 08:38:47 main:574] : INFO : Epoch 1972 | loss: 0.0311531 | val_loss: 0.0311708 | Time: 3118.45 ms [2021-03-24 08:38:50 main:574] : INFO : Epoch 1973 | loss: 0.0311541 | val_loss: 0.0311668 | Time: 3093.3 ms [2021-03-24 08:38:53 main:574] : INFO : Epoch 1974 | loss: 0.0311547 | val_loss: 0.0311697 | Time: 3106.88 ms [2021-03-24 08:38:56 main:574] : INFO : Epoch 1975 | loss: 0.0311539 | val_loss: 0.031168 | Time: 3091.56 ms [2021-03-24 08:39:00 main:574] : INFO : Epoch 1976 | loss: 0.031153 | val_loss: 0.0311694 | Time: 3098.12 ms [2021-03-24 08:39:03 main:574] : INFO : Epoch 1977 | loss: 0.0311531 | val_loss: 0.0311674 | Time: 3088.83 ms [2021-03-24 08:39:06 main:574] : INFO : Epoch 1978 | loss: 0.031153 | val_loss: 0.0311698 | Time: 3102.38 ms [2021-03-24 08:39:09 main:574] : INFO : Epoch 1979 | loss: 0.0311529 | val_loss: 0.031167 | Time: 3103.38 ms [2021-03-24 08:39:12 main:574] : INFO : Epoch 1980 | loss: 0.0311538 | val_loss: 0.0311679 | Time: 3090.71 ms [2021-03-24 08:39:15 main:574] : INFO : Epoch 1981 | loss: 0.0311541 | val_loss: 0.0311677 | Time: 3125.65 ms [2021-03-24 08:39:18 main:574] : INFO : Epoch 1982 | loss: 0.0311538 | val_loss: 0.0311677 | Time: 3077.58 ms [2021-03-24 08:39:21 main:574] : INFO : Epoch 1983 | loss: 0.0311552 | val_loss: 0.0311683 | Time: 3117.63 ms [2021-03-24 08:39:25 main:574] : INFO : Epoch 1984 | loss: 0.0311563 | val_loss: 0.0311673 | Time: 3126.06 ms [2021-03-24 08:39:28 main:574] : INFO : Epoch 1985 | loss: 0.0311543 | val_loss: 0.0311682 | Time: 3122.46 ms [2021-03-24 08:39:31 main:574] : INFO : Epoch 1986 | loss: 0.0311533 | val_loss: 0.0311701 | Time: 3123.02 ms [2021-03-24 08:39:34 main:574] : INFO : Epoch 1987 | loss: 0.0311532 | val_loss: 0.0311682 | Time: 3101.45 ms [2021-03-24 08:39:37 main:574] : INFO : Epoch 1988 | loss: 0.0311536 | val_loss: 0.0311689 | Time: 3136.23 ms [2021-03-24 08:39:40 main:574] : INFO : Epoch 1989 | loss: 0.0311529 | val_loss: 0.0311693 | Time: 3129.16 ms [2021-03-24 08:39:43 main:574] : INFO : Epoch 1990 | loss: 0.031153 | val_loss: 0.0311691 | Time: 3106.27 ms [2021-03-24 08:39:47 main:574] : INFO : Epoch 1991 | loss: 0.0311527 | val_loss: 0.0311722 | Time: 3107.44 ms [2021-03-24 08:39:50 main:574] : INFO : Epoch 1992 | loss: 0.0311566 | val_loss: 0.0311706 | Time: 3120.47 ms [2021-03-24 08:39:53 main:574] : INFO : Epoch 1993 | loss: 0.0311555 | val_loss: 0.031178 | Time: 3104.61 ms [2021-03-24 08:39:56 main:574] : INFO : Epoch 1994 | loss: 0.0311539 | val_loss: 0.0311698 | Time: 3117.58 ms [2021-03-24 08:39:59 main:574] : INFO : Epoch 1995 | loss: 0.0311524 | val_loss: 0.0311694 | Time: 3118.6 ms [2021-03-24 08:40:02 main:574] : INFO : Epoch 1996 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 3117.49 ms [2021-03-24 08:40:05 main:574] : INFO : Epoch 1997 | loss: 0.0311541 | val_loss: 0.0311717 | Time: 3105.6 ms [2021-03-24 08:40:09 main:574] : INFO : Epoch 1998 | loss: 0.0311585 | val_loss: 0.0311722 | Time: 3129.62 ms [2021-03-24 08:40:12 main:574] : INFO : Epoch 1999 | loss: 0.0311546 | val_loss: 0.0311666 | Time: 3095.15 ms [2021-03-24 08:40:15 main:574] : INFO : Epoch 2000 | loss: 0.0311532 | val_loss: 0.0311676 | Time: 3131.33 ms [2021-03-24 08:40:18 main:574] : INFO : Epoch 2001 | loss: 0.0311526 | val_loss: 0.0311696 | Time: 3099.74 ms [2021-03-24 08:40:21 main:574] : INFO : Epoch 2002 | loss: 0.0311545 | val_loss: 0.0311669 | Time: 3082.79 ms [2021-03-24 08:40:24 main:574] : INFO : Epoch 2003 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 3118.02 ms [2021-03-24 08:40:27 main:574] : INFO : Epoch 2004 | loss: 0.0311538 | val_loss: 0.0311666 | Time: 3088.32 ms [2021-03-24 08:40:31 main:574] : INFO : Epoch 2005 | loss: 0.0311535 | val_loss: 0.031165 | Time: 3111.43 ms [2021-03-24 08:40:34 main:574] : INFO : Epoch 2006 | loss: 0.0311544 | val_loss: 0.0311707 | Time: 3103.54 ms [2021-03-24 08:40:37 main:574] : INFO : Epoch 2007 | loss: 0.0311548 | val_loss: 0.0311661 | Time: 3102.73 ms [2021-03-24 08:40:40 main:574] : INFO : Epoch 2008 | loss: 0.0311531 | val_loss: 0.0311683 | Time: 3107.18 ms [2021-03-24 08:40:43 main:574] : INFO : Epoch 2009 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 3104.1 ms [2021-03-24 08:40:46 main:574] : INFO : Epoch 2010 | loss: 0.0311543 | val_loss: 0.0311702 | Time: 3103.07 ms [2021-03-24 08:40:49 main:574] : INFO : Epoch 2011 | loss: 0.0311544 | val_loss: 0.0311675 | Time: 3095.6 ms [2021-03-24 08:40:52 main:574] : INFO : Epoch 2012 | loss: 0.0311524 | val_loss: 0.0311674 | Time: 3094.91 ms [2021-03-24 08:40:56 main:574] : INFO : Epoch 2013 | loss: 0.0311527 | val_loss: 0.0311672 | Time: 3097.76 ms [2021-03-24 08:40:59 main:574] : INFO : Epoch 2014 | loss: 0.0311526 | val_loss: 0.0311688 | Time: 3086.16 ms [2021-03-24 08:41:02 main:574] : INFO : Epoch 2015 | loss: 0.0311527 | val_loss: 0.0311665 | Time: 3122.25 ms [2021-03-24 08:41:05 main:574] : INFO : Epoch 2016 | loss: 0.0311521 | val_loss: 0.0311679 | Time: 3128.64 ms [2021-03-24 08:41:08 main:574] : INFO : Epoch 2017 | loss: 0.0311529 | val_loss: 0.0311702 | Time: 3139.54 ms [2021-03-24 08:41:11 main:574] : INFO : Epoch 2018 | loss: 0.0311641 | val_loss: 0.0311775 | Time: 3105.35 ms [2021-03-24 08:41:14 main:574] : INFO : Epoch 2019 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 3116.07 ms [2021-03-24 08:41:18 main:574] : INFO : Epoch 2020 | loss: 0.0311516 | val_loss: 0.0311678 | Time: 3128.16 ms [2021-03-24 08:41:21 main:574] : INFO : Epoch 2021 | loss: 0.0311529 | val_loss: 0.0311746 | Time: 3112.92 ms [2021-03-24 08:41:24 main:574] : INFO : Epoch 2022 | loss: 0.0311544 | val_loss: 0.0311744 | Time: 3105.91 ms [2021-03-24 08:41:27 main:574] : INFO : Epoch 2023 | loss: 0.0311528 | val_loss: 0.0311651 | Time: 3096.31 ms [2021-03-24 08:41:30 main:574] : INFO : Epoch 2024 | loss: 0.0311527 | val_loss: 0.0311688 | Time: 3124.11 ms [2021-03-24 08:41:33 main:574] : INFO : Epoch 2025 | loss: 0.0311524 | val_loss: 0.0311668 | Time: 3112.27 ms [2021-03-24 08:41:37 main:574] : INFO : Epoch 2026 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 3139.19 ms [2021-03-24 08:41:40 main:574] : INFO : Epoch 2027 | loss: 0.0311522 | val_loss: 0.0311649 | Time: 3122.39 ms [2021-03-24 08:41:43 main:574] : INFO : Epoch 2028 | loss: 0.0311517 | val_loss: 0.0311704 | Time: 3099.26 ms [2021-03-24 08:41:46 main:574] : INFO : Epoch 2029 | loss: 0.0311518 | val_loss: 0.0311656 | Time: 3116.1 ms [2021-03-24 08:41:49 main:574] : INFO : Epoch 2030 | loss: 0.0311517 | val_loss: 0.0311685 | Time: 3097.71 ms [2021-03-24 08:41:52 main:574] : INFO : Epoch 2031 | loss: 0.0311522 | val_loss: 0.0311645 | Time: 3115.64 ms [2021-03-24 08:41:55 main:574] : INFO : Epoch 2032 | loss: 0.0311513 | val_loss: 0.0311642 | Time: 3119.18 ms [2021-03-24 08:41:59 main:574] : INFO : Epoch 2033 | loss: 0.0311508 | val_loss: 0.031166 | Time: 3130.33 ms [2021-03-24 08:42:02 main:574] : INFO : Epoch 2034 | loss: 0.0311507 | val_loss: 0.0311678 | Time: 3123.18 ms [2021-03-24 08:42:05 main:574] : INFO : Epoch 2035 | loss: 0.0311514 | val_loss: 0.0311647 | Time: 3112.76 ms [2021-03-24 08:42:08 main:574] : INFO : Epoch 2036 | loss: 0.0311516 | val_loss: 0.0311667 | Time: 3103.2 ms [2021-03-24 08:42:11 main:574] : INFO : Epoch 2037 | loss: 0.031152 | val_loss: 0.0311686 | Time: 3112.02 ms [2021-03-24 08:42:14 main:574] : INFO : Epoch 2038 | loss: 0.0311502 | val_loss: 0.0311654 | Time: 3114.46 ms [2021-03-24 08:42:17 main:574] : INFO : Epoch 2039 | loss: 0.0311538 | val_loss: 0.0311682 | Time: 3086.2 ms [2021-03-24 08:42:21 main:574] : INFO : Epoch 2040 | loss: 0.0311512 | val_loss: 0.0311683 | Time: 3091.17 ms [2021-03-24 08:42:24 main:574] : INFO : Epoch 2041 | loss: 0.0311519 | val_loss: 0.0311637 | Time: 3115.09 ms [2021-03-24 08:42:27 main:574] : INFO : Epoch 2042 | loss: 0.0311531 | val_loss: 0.0311704 | Time: 3114.76 ms [2021-03-24 08:42:30 main:574] : INFO : Epoch 2043 | loss: 0.0311558 | val_loss: 0.0311652 | Time: 3088.05 ms [2021-03-24 08:42:33 main:574] : INFO : Epoch 2044 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 3097.25 ms [2021-03-24 08:42:36 main:574] : INFO : Epoch 2045 | loss: 0.0311537 | val_loss: 0.0311638 | Time: 3129.9 ms [2021-03-24 08:42:39 main:574] : INFO : Epoch 2046 | loss: 0.0311527 | val_loss: 0.0311658 | Time: 3111.38 ms [2021-03-24 08:42:42 main:574] : INFO : Epoch 2047 | loss: 0.0311546 | val_loss: 0.0311639 | Time: 3098.89 ms [2021-03-24 08:42:46 main:574] : INFO : Epoch 2048 | loss: 0.0311543 | val_loss: 0.0311739 | Time: 3117.59 ms [2021-03-24 08:42:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311739 [2021-03-24 08:42:46 main:603] : INFO : Saving end state to config to file [2021-03-24 08:42:46 main:608] : INFO : Success, exiting.. 08:42:46 (8724): 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)