Task 3615307
| Name | ParityModified-1609263425-25489-2_0 |
| Workunit | 1829344 |
| Created | 8 Jan 2021, 21:52:46 UTC |
| Sent | 13 Jan 2021, 8:30:54 UTC |
| Report deadline | 20 Jan 2021, 8:30:54 UTC |
| Received | 13 Jan 2021, 10:22:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5217 |
| Run time | 1 hours 51 min 25 sec |
| CPU time | 1 hours 49 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,178.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311665 | val_loss: 0.0311774 | Time: 3233.77 ms
[2021-01-13 10:54:58 main:574] : INFO : Epoch 1543 | loss: 0.0311662 | val_loss: 0.0311762 | Time: 3232.42 ms
[2021-01-13 10:55:01 main:574] : INFO : Epoch 1544 | loss: 0.031167 | val_loss: 0.0311788 | Time: 3223.42 ms
[2021-01-13 10:55:05 main:574] : INFO : Epoch 1545 | loss: 0.0311671 | val_loss: 0.0311789 | Time: 3251.38 ms
[2021-01-13 10:55:08 main:574] : INFO : Epoch 1546 | loss: 0.0311667 | val_loss: 0.0311785 | Time: 3247.25 ms
[2021-01-13 10:55:11 main:574] : INFO : Epoch 1547 | loss: 0.0311674 | val_loss: 0.0311795 | Time: 3240.93 ms
[2021-01-13 10:55:14 main:574] : INFO : Epoch 1548 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 3234.81 ms
[2021-01-13 10:55:18 main:574] : INFO : Epoch 1549 | loss: 0.031165 | val_loss: 0.031176 | Time: 3249.88 ms
[2021-01-13 10:55:21 main:574] : INFO : Epoch 1550 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 3253.14 ms
[2021-01-13 10:55:24 main:574] : INFO : Epoch 1551 | loss: 0.0311638 | val_loss: 0.031177 | Time: 3229.15 ms
[2021-01-13 10:55:27 main:574] : INFO : Epoch 1552 | loss: 0.0311656 | val_loss: 0.0311748 | Time: 3240.74 ms
[2021-01-13 10:55:31 main:574] : INFO : Epoch 1553 | loss: 0.031165 | val_loss: 0.0311785 | Time: 3225.38 ms
[2021-01-13 10:55:34 main:574] : INFO : Epoch 1554 | loss: 0.031168 | val_loss: 0.0311757 | Time: 3239.41 ms
[2021-01-13 10:55:37 main:574] : INFO : Epoch 1555 | loss: 0.031166 | val_loss: 0.0311788 | Time: 3231.75 ms
[2021-01-13 10:55:40 main:574] : INFO : Epoch 1556 | loss: 0.0311635 | val_loss: 0.031177 | Time: 3246.66 ms
[2021-01-13 10:55:44 main:574] : INFO : Epoch 1557 | loss: 0.0311639 | val_loss: 0.0311775 | Time: 3236.79 ms
[2021-01-13 10:55:47 main:574] : INFO : Epoch 1558 | loss: 0.0311622 | val_loss: 0.031176 | Time: 3241.4 ms
[2021-01-13 10:55:50 main:574] : INFO : Epoch 1559 | loss: 0.0311611 | val_loss: 0.0311756 | Time: 3238.68 ms
[2021-01-13 10:55:54 main:574] : INFO : Epoch 1560 | loss: 0.0311615 | val_loss: 0.0311739 | Time: 3239.1 ms
[2021-01-13 10:55:57 main:574] : INFO : Epoch 1561 | loss: 0.0311613 | val_loss: 0.0311766 | Time: 3239.44 ms
[2021-01-13 10:56:00 main:574] : INFO : Epoch 1562 | loss: 0.0311622 | val_loss: 0.0311791 | Time: 3229.08 ms
[2021-01-13 10:56:03 main:574] : INFO : Epoch 1563 | loss: 0.0311624 | val_loss: 0.0311764 | Time: 3241.79 ms
[2021-01-13 10:56:07 main:574] : INFO : Epoch 1564 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 3250.87 ms
[2021-01-13 10:56:10 main:574] : INFO : Epoch 1565 | loss: 0.0311635 | val_loss: 0.0311737 | Time: 3242.1 ms
[2021-01-13 10:56:13 main:574] : INFO : Epoch 1566 | loss: 0.0311631 | val_loss: 0.0311759 | Time: 3239.52 ms
[2021-01-13 10:56:16 main:574] : INFO : Epoch 1567 | loss: 0.0311616 | val_loss: 0.031178 | Time: 3232.01 ms
[2021-01-13 10:56:20 main:574] : INFO : Epoch 1568 | loss: 0.0311643 | val_loss: 0.0311792 | Time: 3232.88 ms
[2021-01-13 10:56:23 main:574] : INFO : Epoch 1569 | loss: 0.0311769 | val_loss: 0.0311836 | Time: 3257.76 ms
[2021-01-13 10:56:26 main:574] : INFO : Epoch 1570 | loss: 0.0311697 | val_loss: 0.0311758 | Time: 3238.83 ms
[2021-01-13 10:56:29 main:574] : INFO : Epoch 1571 | loss: 0.0311652 | val_loss: 0.0311758 | Time: 3227.84 ms
[2021-01-13 10:56:33 main:574] : INFO : Epoch 1572 | loss: 0.0311635 | val_loss: 0.0311751 | Time: 3227.21 ms
[2021-01-13 10:56:36 main:574] : INFO : Epoch 1573 | loss: 0.0311632 | val_loss: 0.0311729 | Time: 3250.44 ms
[2021-01-13 10:56:39 main:574] : INFO : Epoch 1574 | loss: 0.0311608 | val_loss: 0.031174 | Time: 3223.79 ms
[2021-01-13 10:56:42 main:574] : INFO : Epoch 1575 | loss: 0.0311629 | val_loss: 0.0311757 | Time: 3242.84 ms
[2021-01-13 10:56:46 main:574] : INFO : Epoch 1576 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 3236.37 ms
[2021-01-13 10:56:49 main:574] : INFO : Epoch 1577 | loss: 0.0311595 | val_loss: 0.031172 | Time: 3234.88 ms
[2021-01-13 10:56:52 main:574] : INFO : Epoch 1578 | loss: 0.0311618 | val_loss: 0.0311767 | Time: 3247.46 ms
[2021-01-13 10:56:56 main:574] : INFO : Epoch 1579 | loss: 0.0311597 | val_loss: 0.0311759 | Time: 3239.75 ms
[2021-01-13 10:56:59 main:574] : INFO : Epoch 1580 | loss: 0.0311606 | val_loss: 0.0311766 | Time: 3249.34 ms
[2021-01-13 10:57:02 main:574] : INFO : Epoch 1581 | loss: 0.0311634 | val_loss: 0.031177 | Time: 3251.02 ms
[2021-01-13 10:57:05 main:574] : INFO : Epoch 1582 | loss: 0.0311589 | val_loss: 0.0311771 | Time: 3228.16 ms
[2021-01-13 10:57:09 main:574] : INFO : Epoch 1583 | loss: 0.0311587 | val_loss: 0.0311747 | Time: 3234.54 ms
[2021-01-13 10:57:12 main:574] : INFO : Epoch 1584 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 3241.08 ms
[2021-01-13 10:57:15 main:574] : INFO : Epoch 1585 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 3256.73 ms
[2021-01-13 10:57:18 main:574] : INFO : Epoch 1586 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 3245.25 ms
[2021-01-13 10:57:22 main:574] : INFO : Epoch 1587 | loss: 0.03116 | val_loss: 0.0311728 | Time: 3255.13 ms
[2021-01-13 10:57:25 main:574] : INFO : Epoch 1588 | loss: 0.0311588 | val_loss: 0.0311734 | Time: 3245.71 ms
[2021-01-13 10:57:28 main:574] : INFO : Epoch 1589 | loss: 0.0311583 | val_loss: 0.0311734 | Time: 3221.58 ms
[2021-01-13 10:57:32 main:574] : INFO : Epoch 1590 | loss: 0.0311575 | val_loss: 0.0311736 | Time: 3255.35 ms
[2021-01-13 10:57:35 main:574] : INFO : Epoch 1591 | loss: 0.0311597 | val_loss: 0.0311758 | Time: 3235.05 ms
[2021-01-13 10:57:38 main:574] : INFO : Epoch 1592 | loss: 0.0311599 | val_loss: 0.0311774 | Time: 3252.08 ms
[2021-01-13 10:57:41 main:574] : INFO : Epoch 1593 | loss: 0.0311602 | val_loss: 0.0311772 | Time: 3232.83 ms
[2021-01-13 10:57:45 main:574] : INFO : Epoch 1594 | loss: 0.0311564 | val_loss: 0.0311751 | Time: 3240.24 ms
[2021-01-13 10:57:48 main:574] : INFO : Epoch 1595 | loss: 0.031157 | val_loss: 0.0311741 | Time: 3236.26 ms
[2021-01-13 10:57:51 main:574] : INFO : Epoch 1596 | loss: 0.0311563 | val_loss: 0.0311759 | Time: 3234.52 ms
[2021-01-13 10:57:54 main:574] : INFO : Epoch 1597 | loss: 0.031159 | val_loss: 0.0311753 | Time: 3239.95 ms
[2021-01-13 10:57:58 main:574] : INFO : Epoch 1598 | loss: 0.0311559 | val_loss: 0.031176 | Time: 3237.56 ms
[2021-01-13 10:58:01 main:574] : INFO : Epoch 1599 | loss: 0.0311579 | val_loss: 0.031177 | Time: 3230.87 ms
[2021-01-13 10:58:04 main:574] : INFO : Epoch 1600 | loss: 0.0311586 | val_loss: 0.0311761 | Time: 3233.48 ms
[2021-01-13 10:58:07 main:574] : INFO : Epoch 1601 | loss: 0.0311544 | val_loss: 0.0311766 | Time: 3231.42 ms
[2021-01-13 10:58:11 main:574] : INFO : Epoch 1602 | loss: 0.0311553 | val_loss: 0.0311732 | Time: 3255.26 ms
[2021-01-13 10:58:14 main:574] : INFO : Epoch 1603 | loss: 0.0311543 | val_loss: 0.0311754 | Time: 3238.86 ms
[2021-01-13 10:58:17 main:574] : INFO : Epoch 1604 | loss: 0.0311603 | val_loss: 0.0311768 | Time: 3228.4 ms
[2021-01-13 10:58:20 main:574] : INFO : Epoch 1605 | loss: 0.0311562 | val_loss: 0.0311731 | Time: 3245.97 ms
[2021-01-13 10:58:24 main:574] : INFO : Epoch 1606 | loss: 0.0311558 | val_loss: 0.0311739 | Time: 3235.65 ms
[2021-01-13 10:58:27 main:574] : INFO : Epoch 1607 | loss: 0.0311546 | val_loss: 0.0311723 | Time: 3231.17 ms
[2021-01-13 10:58:30 main:574] : INFO : Epoch 1608 | loss: 0.0311542 | val_loss: 0.0311778 | Time: 3234.27 ms
[2021-01-13 10:58:33 main:574] : INFO : Epoch 1609 | loss: 0.0311537 | val_loss: 0.0311723 | Time: 3243.51 ms
[2021-01-13 10:58:37 main:574] : INFO : Epoch 1610 | loss: 0.0311524 | val_loss: 0.0311723 | Time: 3240.61 ms
[2021-01-13 10:58:40 main:574] : INFO : Epoch 1611 | loss: 0.0311516 | val_loss: 0.0311772 | Time: 3246.71 ms
[2021-01-13 10:58:43 main:574] : INFO : Epoch 1612 | loss: 0.0311534 | val_loss: 0.0311762 | Time: 3244.28 ms
[2021-01-13 10:58:46 main:574] : INFO : Epoch 1613 | loss: 0.0311532 | val_loss: 0.031174 | Time: 3233.55 ms
[2021-01-13 10:58:50 main:574] : INFO : Epoch 1614 | loss: 0.0311554 | val_loss: 0.0311752 | Time: 3233.72 ms
[2021-01-13 10:58:53 main:574] : INFO : Epoch 1615 | loss: 0.031155 | val_loss: 0.031179 | Time: 3248.21 ms
[2021-01-13 10:58:56 main:574] : INFO : Epoch 1616 | loss: 0.0311565 | val_loss: 0.0311783 | Time: 3254.55 ms
[2021-01-13 10:59:00 main:574] : INFO : Epoch 1617 | loss: 0.031159 | val_loss: 0.0311728 | Time: 3244.41 ms
[2021-01-13 10:59:03 main:574] : INFO : Epoch 1618 | loss: 0.0311575 | val_loss: 0.0311773 | Time: 3245 ms
[2021-01-13 10:59:06 main:574] : INFO : Epoch 1619 | loss: 0.0311558 | val_loss: 0.0311743 | Time: 3257.71 ms
[2021-01-13 10:59:09 main:574] : INFO : Epoch 1620 | loss: 0.0311624 | val_loss: 0.0311805 | Time: 3238.88 ms
[2021-01-13 10:59:13 main:574] : INFO : Epoch 1621 | loss: 0.0311715 | val_loss: 0.031176 | Time: 3227.18 ms
[2021-01-13 10:59:16 main:574] : INFO : Epoch 1622 | loss: 0.0311679 | val_loss: 0.031174 | Time: 3235.35 ms
[2021-01-13 10:59:19 main:574] : INFO : Epoch 1623 | loss: 0.0311647 | val_loss: 0.031173 | Time: 3247.8 ms
[2021-01-13 10:59:22 main:574] : INFO : Epoch 1624 | loss: 0.0311623 | val_loss: 0.0311726 | Time: 3233.96 ms
[2021-01-13 10:59:26 main:574] : INFO : Epoch 1625 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 3241.71 ms
[2021-01-13 10:59:29 main:574] : INFO : Epoch 1626 | loss: 0.0311608 | val_loss: 0.0311714 | Time: 3252.69 ms
[2021-01-13 10:59:32 main:574] : INFO : Epoch 1627 | loss: 0.0311603 | val_loss: 0.0311706 | Time: 3232.17 ms
[2021-01-13 10:59:35 main:574] : INFO : Epoch 1628 | loss: 0.0311616 | val_loss: 0.0311734 | Time: 3236.1 ms
[2021-01-13 10:59:39 main:574] : INFO : Epoch 1629 | loss: 0.0311602 | val_loss: 0.0311694 | Time: 3257.57 ms
[2021-01-13 10:59:42 main:574] : INFO : Epoch 1630 | loss: 0.0311573 | val_loss: 0.0311707 | Time: 3241.45 ms
[2021-01-13 10:59:45 main:574] : INFO : Epoch 1631 | loss: 0.0311562 | val_loss: 0.0311689 | Time: 3254.12 ms
[2021-01-13 10:59:49 main:574] : INFO : Epoch 1632 | loss: 0.0311558 | val_loss: 0.0311719 | Time: 3239.99 ms
[2021-01-13 10:59:52 main:574] : INFO : Epoch 1633 | loss: 0.0311547 | val_loss: 0.0311701 | Time: 3233.02 ms
[2021-01-13 10:59:55 main:574] : INFO : Epoch 1634 | loss: 0.0311547 | val_loss: 0.0311684 | Time: 3247.35 ms
[2021-01-13 10:59:58 main:574] : INFO : Epoch 1635 | loss: 0.0311554 | val_loss: 0.03117 | Time: 3229.66 ms
[2021-01-13 11:00:02 main:574] : INFO : Epoch 1636 | loss: 0.031156 | val_loss: 0.0311791 | Time: 3250.13 ms
[2021-01-13 11:00:05 main:574] : INFO : Epoch 1637 | loss: 0.0311582 | val_loss: 0.0311709 | Time: 3266.14 ms
[2021-01-13 11:00:08 main:574] : INFO : Epoch 1638 | loss: 0.0311554 | val_loss: 0.0311718 | Time: 3244.53 ms
[2021-01-13 11:00:11 main:574] : INFO : Epoch 1639 | loss: 0.031156 | val_loss: 0.0311734 | Time: 3237.05 ms
[2021-01-13 11:00:15 main:574] : INFO : Epoch 1640 | loss: 0.0311579 | val_loss: 0.0311758 | Time: 3236.15 ms
[2021-01-13 11:00:18 main:574] : INFO : Epoch 1641 | loss: 0.0311546 | val_loss: 0.0311723 | Time: 3237.81 ms
[2021-01-13 11:00:21 main:574] : INFO : Epoch 1642 | loss: 0.0311608 | val_loss: 0.0311734 | Time: 3227.68 ms
[2021-01-13 11:00:24 main:574] : INFO : Epoch 1643 | loss: 0.0311584 | val_loss: 0.031171 | Time: 3251.55 ms
[2021-01-13 11:00:28 main:574] : INFO : Epoch 1644 | loss: 0.0311547 | val_loss: 0.0311712 | Time: 3227.27 ms
[2021-01-13 11:00:31 main:574] : INFO : Epoch 1645 | loss: 0.0311553 | val_loss: 0.0311729 | Time: 3226.86 ms
[2021-01-13 11:00:34 main:574] : INFO : Epoch 1646 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 3235.71 ms
[2021-01-13 11:00:38 main:574] : INFO : Epoch 1647 | loss: 0.0311625 | val_loss: 0.0311758 | Time: 3243.39 ms
[2021-01-13 11:00:41 main:574] : INFO : Epoch 1648 | loss: 0.0311636 | val_loss: 0.0311852 | Time: 3229.09 ms
[2021-01-13 11:00:44 main:574] : INFO : Epoch 1649 | loss: 0.0311589 | val_loss: 0.0311723 | Time: 3257.95 ms
[2021-01-13 11:00:47 main:574] : INFO : Epoch 1650 | loss: 0.0311555 | val_loss: 0.0311699 | Time: 3243.56 ms
[2021-01-13 11:00:51 main:574] : INFO : Epoch 1651 | loss: 0.0311538 | val_loss: 0.0311709 | Time: 3222.44 ms
[2021-01-13 11:00:54 main:574] : INFO : Epoch 1652 | loss: 0.0311524 | val_loss: 0.0311706 | Time: 3234.5 ms
[2021-01-13 11:00:57 main:574] : INFO : Epoch 1653 | loss: 0.0311529 | val_loss: 0.0311742 | Time: 3233.1 ms
[2021-01-13 11:01:00 main:574] : INFO : Epoch 1654 | loss: 0.0311527 | val_loss: 0.0311731 | Time: 3239.97 ms
[2021-01-13 11:01:04 main:574] : INFO : Epoch 1655 | loss: 0.0311513 | val_loss: 0.0311729 | Time: 3236.81 ms
[2021-01-13 11:01:07 main:574] : INFO : Epoch 1656 | loss: 0.031152 | val_loss: 0.0311742 | Time: 3243.22 ms
[2021-01-13 11:01:10 main:574] : INFO : Epoch 1657 | loss: 0.0311533 | val_loss: 0.0311739 | Time: 3229.93 ms
[2021-01-13 11:01:13 main:574] : INFO : Epoch 1658 | loss: 0.0311559 | val_loss: 0.0311746 | Time: 3252.43 ms
[2021-01-13 11:01:17 main:574] : INFO : Epoch 1659 | loss: 0.0311542 | val_loss: 0.0311746 | Time: 3260.1 ms
[2021-01-13 11:01:20 main:574] : INFO : Epoch 1660 | loss: 0.0311505 | val_loss: 0.0311714 | Time: 3236.4 ms
[2021-01-13 11:01:23 main:574] : INFO : Epoch 1661 | loss: 0.0311537 | val_loss: 0.0311734 | Time: 3257.07 ms
[2021-01-13 11:01:26 main:574] : INFO : Epoch 1662 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 3237.19 ms
[2021-01-13 11:01:30 main:574] : INFO : Epoch 1663 | loss: 0.0311582 | val_loss: 0.0311698 | Time: 3238.75 ms
[2021-01-13 11:01:33 main:574] : INFO : Epoch 1664 | loss: 0.0311545 | val_loss: 0.0311734 | Time: 3235.97 ms
[2021-01-13 11:01:36 main:574] : INFO : Epoch 1665 | loss: 0.0311552 | val_loss: 0.0311719 | Time: 3244.85 ms
[2021-01-13 11:01:40 main:574] : INFO : Epoch 1666 | loss: 0.0311555 | val_loss: 0.0311701 | Time: 3236.2 ms
[2021-01-13 11:01:43 main:574] : INFO : Epoch 1667 | loss: 0.0311534 | val_loss: 0.0311692 | Time: 3248.96 ms
[2021-01-13 11:01:46 main:574] : INFO : Epoch 1668 | loss: 0.0311515 | val_loss: 0.0311692 | Time: 3234.34 ms
[2021-01-13 11:01:49 main:574] : INFO : Epoch 1669 | loss: 0.0311504 | val_loss: 0.0311741 | Time: 3272.59 ms
[2021-01-13 11:01:53 main:574] : INFO : Epoch 1670 | loss: 0.0311515 | val_loss: 0.0311706 | Time: 3233.42 ms
[2021-01-13 11:01:56 main:574] : INFO : Epoch 1671 | loss: 0.0311479 | val_loss: 0.031171 | Time: 3254.08 ms
[2021-01-13 11:01:59 main:574] : INFO : Epoch 1672 | loss: 0.03115 | val_loss: 0.0311746 | Time: 3228.95 ms
[2021-01-13 11:02:02 main:574] : INFO : Epoch 1673 | loss: 0.0311514 | val_loss: 0.0311704 | Time: 3248.17 ms
[2021-01-13 11:02:06 main:574] : INFO : Epoch 1674 | loss: 0.031154 | val_loss: 0.0311714 | Time: 3225.63 ms
[2021-01-13 11:02:09 main:574] : INFO : Epoch 1675 | loss: 0.0311497 | val_loss: 0.031169 | Time: 3220.03 ms
[2021-01-13 11:02:12 main:574] : INFO : Epoch 1676 | loss: 0.0311499 | val_loss: 0.0311777 | Time: 3239.81 ms
[2021-01-13 11:02:15 main:574] : INFO : Epoch 1677 | loss: 0.0311524 | val_loss: 0.0311719 | Time: 3260.31 ms
[2021-01-13 11:02:19 main:574] : INFO : Epoch 1678 | loss: 0.0311573 | val_loss: 0.0311709 | Time: 3246.74 ms
[2021-01-13 11:02:22 main:574] : INFO : Epoch 1679 | loss: 0.031156 | val_loss: 0.0311706 | Time: 3245.1 ms
[2021-01-13 11:02:25 main:574] : INFO : Epoch 1680 | loss: 0.031155 | val_loss: 0.0311709 | Time: 3236.55 ms
[2021-01-13 11:02:29 main:574] : INFO : Epoch 1681 | loss: 0.0311549 | val_loss: 0.0311704 | Time: 3239.22 ms
[2021-01-13 11:02:32 main:574] : INFO : Epoch 1682 | loss: 0.0311525 | val_loss: 0.0311719 | Time: 3259.27 ms
[2021-01-13 11:02:35 main:574] : INFO : Epoch 1683 | loss: 0.0311525 | val_loss: 0.0311709 | Time: 3245.53 ms
[2021-01-13 11:02:38 main:574] : INFO : Epoch 1684 | loss: 0.0311525 | val_loss: 0.0311752 | Time: 3229.6 ms
[2021-01-13 11:02:42 main:574] : INFO : Epoch 1685 | loss: 0.0311498 | val_loss: 0.031174 | Time: 3236.89 ms
[2021-01-13 11:02:45 main:574] : INFO : Epoch 1686 | loss: 0.0311491 | val_loss: 0.0311741 | Time: 3241.5 ms
[2021-01-13 11:02:48 main:574] : INFO : Epoch 1687 | loss: 0.0311493 | val_loss: 0.0311714 | Time: 3253 ms
[2021-01-13 11:02:51 main:574] : INFO : Epoch 1688 | loss: 0.0311505 | val_loss: 0.031185 | Time: 3244.28 ms
[2021-01-13 11:02:55 main:574] : INFO : Epoch 1689 | loss: 0.0311533 | val_loss: 0.0311706 | Time: 3243.83 ms
[2021-01-13 11:02:58 main:574] : INFO : Epoch 1690 | loss: 0.0311513 | val_loss: 0.0311768 | Time: 3250.85 ms
[2021-01-13 11:03:01 main:574] : INFO : Epoch 1691 | loss: 0.031153 | val_loss: 0.0311736 | Time: 3231.42 ms
[2021-01-13 11:03:04 main:574] : INFO : Epoch 1692 | loss: 0.0311502 | val_loss: 0.0311704 | Time: 3237.16 ms
[2021-01-13 11:03:08 main:574] : INFO : Epoch 1693 | loss: 0.0311488 | val_loss: 0.0311696 | Time: 3259.6 ms
[2021-01-13 11:03:11 main:574] : INFO : Epoch 1694 | loss: 0.0311476 | val_loss: 0.0311708 | Time: 3258.31 ms
[2021-01-13 11:03:14 main:574] : INFO : Epoch 1695 | loss: 0.0311455 | val_loss: 0.03117 | Time: 3232.92 ms
[2021-01-13 11:03:18 main:574] : INFO : Epoch 1696 | loss: 0.031147 | val_loss: 0.0311719 | Time: 3247.99 ms
[2021-01-13 11:03:21 main:574] : INFO : Epoch 1697 | loss: 0.0311497 | val_loss: 0.0311727 | Time: 3244.71 ms
[2021-01-13 11:03:24 main:574] : INFO : Epoch 1698 | loss: 0.031149 | val_loss: 0.0311744 | Time: 3226.62 ms
[2021-01-13 11:03:27 main:574] : INFO : Epoch 1699 | loss: 0.0311502 | val_loss: 0.0311726 | Time: 3243.94 ms
[2021-01-13 11:03:31 main:574] : INFO : Epoch 1700 | loss: 0.0311555 | val_loss: 0.0311712 | Time: 3242.47 ms
[2021-01-13 11:03:34 main:574] : INFO : Epoch 1701 | loss: 0.0311565 | val_loss: 0.0311752 | Time: 3216.53 ms
[2021-01-13 11:03:37 main:574] : INFO : Epoch 1702 | loss: 0.0311582 | val_loss: 0.0311779 | Time: 3247.87 ms
[2021-01-13 11:03:40 main:574] : INFO : Epoch 1703 | loss: 0.0311566 | val_loss: 0.0311699 | Time: 3265.04 ms
[2021-01-13 11:03:44 main:574] : INFO : Epoch 1704 | loss: 0.0311561 | val_loss: 0.0311732 | Time: 3234.13 ms
[2021-01-13 11:03:47 main:574] : INFO : Epoch 1705 | loss: 0.0311556 | val_loss: 0.0311709 | Time: 3238.7 ms
[2021-01-13 11:03:50 main:574] : INFO : Epoch 1706 | loss: 0.0311495 | val_loss: 0.0311736 | Time: 3252.01 ms
[2021-01-13 11:03:53 main:574] : INFO : Epoch 1707 | loss: 0.031149 | val_loss: 0.0311707 | Time: 3241.42 ms
[2021-01-13 11:03:57 main:574] : INFO : Epoch 1708 | loss: 0.0311522 | val_loss: 0.0311719 | Time: 3249.59 ms
[2021-01-13 11:04:00 main:574] : INFO : Epoch 1709 | loss: 0.0311462 | val_loss: 0.0311734 | Time: 3227.46 ms
[2021-01-13 11:04:03 main:574] : INFO : Epoch 1710 | loss: 0.0311462 | val_loss: 0.0311688 | Time: 3257.21 ms
[2021-01-13 11:04:07 main:574] : INFO : Epoch 1711 | loss: 0.0311468 | val_loss: 0.0311707 | Time: 3259.73 ms
[2021-01-13 11:04:10 main:574] : INFO : Epoch 1712 | loss: 0.031147 | val_loss: 0.031171 | Time: 3243.2 ms
[2021-01-13 11:04:13 main:574] : INFO : Epoch 1713 | loss: 0.031147 | val_loss: 0.0311712 | Time: 3229.41 ms
[2021-01-13 11:04:16 main:574] : INFO : Epoch 1714 | loss: 0.0311475 | val_loss: 0.0311749 | Time: 3258.62 ms
[2021-01-13 11:04:20 main:574] : INFO : Epoch 1715 | loss: 0.0311492 | val_loss: 0.0311698 | Time: 3257.88 ms
[2021-01-13 11:04:23 main:574] : INFO : Epoch 1716 | loss: 0.0311491 | val_loss: 0.0311717 | Time: 3244.6 ms
[2021-01-13 11:04:26 main:574] : INFO : Epoch 1717 | loss: 0.0311479 | val_loss: 0.0311686 | Time: 3253.18 ms
[2021-01-13 11:04:29 main:574] : INFO : Epoch 1718 | loss: 0.031147 | val_loss: 0.0311726 | Time: 3239.07 ms
[2021-01-13 11:04:33 main:574] : INFO : Epoch 1719 | loss: 0.0311491 | val_loss: 0.0311734 | Time: 3213.34 ms
[2021-01-13 11:04:36 main:574] : INFO : Epoch 1720 | loss: 0.0311471 | val_loss: 0.0311706 | Time: 3242.64 ms
[2021-01-13 11:04:39 main:574] : INFO : Epoch 1721 | loss: 0.0311454 | val_loss: 0.0311723 | Time: 3231.52 ms
[2021-01-13 11:04:43 main:574] : INFO : Epoch 1722 | loss: 0.0311461 | val_loss: 0.0311835 | Time: 3244.93 ms
[2021-01-13 11:04:46 main:574] : INFO : Epoch 1723 | loss: 0.0311508 | val_loss: 0.031169 | Time: 3235.68 ms
[2021-01-13 11:04:49 main:574] : INFO : Epoch 1724 | loss: 0.0311527 | val_loss: 0.0311775 | Time: 3231.24 ms
[2021-01-13 11:04:52 main:574] : INFO : Epoch 1725 | loss: 0.0311459 | val_loss: 0.03117 | Time: 3258.72 ms
[2021-01-13 11:04:56 main:574] : INFO : Epoch 1726 | loss: 0.0311462 | val_loss: 0.0311717 | Time: 3241.16 ms
[2021-01-13 11:04:59 main:574] : INFO : Epoch 1727 | loss: 0.0311455 | val_loss: 0.0311729 | Time: 3242.05 ms
[2021-01-13 11:05:02 main:574] : INFO : Epoch 1728 | loss: 0.0311458 | val_loss: 0.0311726 | Time: 3283.12 ms
[2021-01-13 11:05:05 main:574] : INFO : Epoch 1729 | loss: 0.0311484 | val_loss: 0.0311711 | Time: 3254.74 ms
[2021-01-13 11:05:09 main:574] : INFO : Epoch 1730 | loss: 0.0311449 | val_loss: 0.0311703 | Time: 3224.38 ms
[2021-01-13 11:05:12 main:574] : INFO : Epoch 1731 | loss: 0.0311442 | val_loss: 0.031171 | Time: 3245.02 ms
[2021-01-13 11:05:15 main:574] : INFO : Epoch 1732 | loss: 0.0311439 | val_loss: 0.0311736 | Time: 3223.92 ms
[2021-01-13 11:05:18 main:574] : INFO : Epoch 1733 | loss: 0.031145 | val_loss: 0.0311722 | Time: 3241.08 ms
[2021-01-13 11:05:22 main:574] : INFO : Epoch 1734 | loss: 0.0311454 | val_loss: 0.0311723 | Time: 3266.38 ms
[2021-01-13 11:05:25 main:574] : INFO : Epoch 1735 | loss: 0.0311466 | val_loss: 0.0311705 | Time: 3235.25 ms
[2021-01-13 11:05:28 main:574] : INFO : Epoch 1736 | loss: 0.0311471 | val_loss: 0.0311698 | Time: 3255.58 ms
[2021-01-13 11:05:32 main:574] : INFO : Epoch 1737 | loss: 0.0311437 | val_loss: 0.0311695 | Time: 3243.76 ms
[2021-01-13 11:05:35 main:574] : INFO : Epoch 1738 | loss: 0.0311423 | val_loss: 0.031172 | Time: 3239.98 ms
[2021-01-13 11:05:38 main:574] : INFO : Epoch 1739 | loss: 0.0311409 | val_loss: 0.0311729 | Time: 3254.02 ms
[2021-01-13 11:05:41 main:574] : INFO : Epoch 1740 | loss: 0.0311468 | val_loss: 0.031175 | Time: 3245.68 ms
[2021-01-13 11:05:45 main:574] : INFO : Epoch 1741 | loss: 0.0311485 | val_loss: 0.0311764 | Time: 3264.98 ms
[2021-01-13 11:05:48 main:574] : INFO : Epoch 1742 | loss: 0.0311515 | val_loss: 0.0311758 | Time: 3249.48 ms
[2021-01-13 11:05:51 main:574] : INFO : Epoch 1743 | loss: 0.0311447 | val_loss: 0.0311736 | Time: 3231.52 ms
[2021-01-13 11:05:54 main:574] : INFO : Epoch 1744 | loss: 0.0311451 | val_loss: 0.0311768 | Time: 3235.73 ms
[2021-01-13 11:05:58 main:574] : INFO : Epoch 1745 | loss: 0.031146 | val_loss: 0.0311896 | Time: 3250.03 ms
[2021-01-13 11:06:01 main:574] : INFO : Epoch 1746 | loss: 0.0311465 | val_loss: 0.0311709 | Time: 3262.26 ms
[2021-01-13 11:06:04 main:574] : INFO : Epoch 1747 | loss: 0.0311555 | val_loss: 0.0311793 | Time: 3244.52 ms
[2021-01-13 11:06:08 main:574] : INFO : Epoch 1748 | loss: 0.0311495 | val_loss: 0.0311789 | Time: 3261.4 ms
[2021-01-13 11:06:11 main:574] : INFO : Epoch 1749 | loss: 0.0311466 | val_loss: 0.0311715 | Time: 3250.93 ms
[2021-01-13 11:06:14 main:574] : INFO : Epoch 1750 | loss: 0.0311471 | val_loss: 0.0311698 | Time: 3250.51 ms
[2021-01-13 11:06:17 main:574] : INFO : Epoch 1751 | loss: 0.0311476 | val_loss: 0.0311719 | Time: 3235.51 ms
[2021-01-13 11:06:21 main:574] : INFO : Epoch 1752 | loss: 0.0311472 | val_loss: 0.0311726 | Time: 3245.32 ms
[2021-01-13 11:06:24 main:574] : INFO : Epoch 1753 | loss: 0.0311451 | val_loss: 0.0311764 | Time: 3254.06 ms
[2021-01-13 11:06:27 main:574] : INFO : Epoch 1754 | loss: 0.0311458 | val_loss: 0.0311813 | Time: 3226.71 ms
[2021-01-13 11:06:30 main:574] : INFO : Epoch 1755 | loss: 0.0311463 | val_loss: 0.0311702 | Time: 3239.88 ms
[2021-01-13 11:06:34 main:574] : INFO : Epoch 1756 | loss: 0.0311453 | val_loss: 0.0311723 | Time: 3245.41 ms
[2021-01-13 11:06:37 main:574] : INFO : Epoch 1757 | loss: 0.0311465 | val_loss: 0.0311705 | Time: 3218.28 ms
[2021-01-13 11:06:40 main:574] : INFO : Epoch 1758 | loss: 0.0311445 | val_loss: 0.0311737 | Time: 3231.82 ms
[2021-01-13 11:06:43 main:574] : INFO : Epoch 1759 | loss: 0.0311535 | val_loss: 0.0311733 | Time: 3275.2 ms
[2021-01-13 11:06:47 main:574] : INFO : Epoch 1760 | loss: 0.0311519 | val_loss: 0.0311763 | Time: 3231.98 ms
[2021-01-13 11:06:50 main:574] : INFO : Epoch 1761 | loss: 0.0311536 | val_loss: 0.031173 | Time: 3249.06 ms
[2021-01-13 11:06:53 main:574] : INFO : Epoch 1762 | loss: 0.0311555 | val_loss: 0.0311709 | Time: 3244.45 ms
[2021-01-13 11:06:57 main:574] : INFO : Epoch 1763 | loss: 0.0311561 | val_loss: 0.0311726 | Time: 3243.11 ms
[2021-01-13 11:07:00 main:574] : INFO : Epoch 1764 | loss: 0.0311547 | val_loss: 0.0311711 | Time: 3221.5 ms
[2021-01-13 11:07:03 main:574] : INFO : Epoch 1765 | loss: 0.0311547 | val_loss: 0.0311696 | Time: 3236.34 ms
[2021-01-13 11:07:06 main:574] : INFO : Epoch 1766 | loss: 0.0311579 | val_loss: 0.0311685 | Time: 3258.97 ms
[2021-01-13 11:07:10 main:574] : INFO : Epoch 1767 | loss: 0.0311557 | val_loss: 0.0311701 | Time: 3259.55 ms
[2021-01-13 11:07:13 main:574] : INFO : Epoch 1768 | loss: 0.0311532 | val_loss: 0.0311768 | Time: 3241.97 ms
[2021-01-13 11:07:16 main:574] : INFO : Epoch 1769 | loss: 0.0311551 | val_loss: 0.0311697 | Time: 3247.29 ms
[2021-01-13 11:07:19 main:574] : INFO : Epoch 1770 | loss: 0.0311507 | val_loss: 0.0311733 | Time: 3247.37 ms
[2021-01-13 11:07:23 main:574] : INFO : Epoch 1771 | loss: 0.0311491 | val_loss: 0.031171 | Time: 3255.52 ms
[2021-01-13 11:07:26 main:574] : INFO : Epoch 1772 | loss: 0.031148 | val_loss: 0.0311764 | Time: 3233.01 ms
[2021-01-13 11:07:29 main:574] : INFO : Epoch 1773 | loss: 0.0311554 | val_loss: 0.031168 | Time: 3230.56 ms
[2021-01-13 11:07:33 main:574] : INFO : Epoch 1774 | loss: 0.0311531 | val_loss: 0.0311739 | Time: 3257.31 ms
[2021-01-13 11:07:36 main:574] : INFO : Epoch 1775 | loss: 0.0311484 | val_loss: 0.0311725 | Time: 3248.18 ms
[2021-01-13 11:07:39 main:574] : INFO : Epoch 1776 | loss: 0.0311478 | val_loss: 0.0311737 | Time: 3239.17 ms
[2021-01-13 11:07:42 main:574] : INFO : Epoch 1777 | loss: 0.0311468 | val_loss: 0.0311717 | Time: 3249.9 ms
[2021-01-13 11:07:46 main:574] : INFO : Epoch 1778 | loss: 0.0311486 | val_loss: 0.0311733 | Time: 3237.79 ms
[2021-01-13 11:07:49 main:574] : INFO : Epoch 1779 | loss: 0.0311551 | val_loss: 0.0311701 | Time: 3263.89 ms
[2021-01-13 11:07:52 main:574] : INFO : Epoch 1780 | loss: 0.0311592 | val_loss: 0.0311851 | Time: 3253.54 ms
[2021-01-13 11:07:55 main:574] : INFO : Epoch 1781 | loss: 0.0311695 | val_loss: 0.0311752 | Time: 3239.01 ms
[2021-01-13 11:07:59 main:574] : INFO : Epoch 1782 | loss: 0.031165 | val_loss: 0.031168 | Time: 3246.09 ms
[2021-01-13 11:08:02 main:574] : INFO : Epoch 1783 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 3224.93 ms
[2021-01-13 11:08:05 main:574] : INFO : Epoch 1784 | loss: 0.031157 | val_loss: 0.0311675 | Time: 3265.35 ms
[2021-01-13 11:08:08 main:574] : INFO : Epoch 1785 | loss: 0.031155 | val_loss: 0.0311698 | Time: 3223.93 ms
[2021-01-13 11:08:12 main:574] : INFO : Epoch 1786 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 3242.47 ms
[2021-01-13 11:08:15 main:574] : INFO : Epoch 1787 | loss: 0.0311534 | val_loss: 0.0311702 | Time: 3243.98 ms
[2021-01-13 11:08:18 main:574] : INFO : Epoch 1788 | loss: 0.0311542 | val_loss: 0.0311692 | Time: 3243.79 ms
[2021-01-13 11:08:22 main:574] : INFO : Epoch 1789 | loss: 0.0311522 | val_loss: 0.0311687 | Time: 3257.16 ms
[2021-01-13 11:08:25 main:574] : INFO : Epoch 1790 | loss: 0.0311526 | val_loss: 0.0311695 | Time: 3245.21 ms
[2021-01-13 11:08:28 main:574] : INFO : Epoch 1791 | loss: 0.031153 | val_loss: 0.0311783 | Time: 3242.11 ms
[2021-01-13 11:08:31 main:574] : INFO : Epoch 1792 | loss: 0.0311546 | val_loss: 0.0311708 | Time: 3247.97 ms
[2021-01-13 11:08:35 main:574] : INFO : Epoch 1793 | loss: 0.0311544 | val_loss: 0.0311671 | Time: 3248.76 ms
[2021-01-13 11:08:38 main:574] : INFO : Epoch 1794 | loss: 0.0311536 | val_loss: 0.0311696 | Time: 3251.34 ms
[2021-01-13 11:08:41 main:574] : INFO : Epoch 1795 | loss: 0.0311532 | val_loss: 0.0311686 | Time: 3248.38 ms
[2021-01-13 11:08:44 main:574] : INFO : Epoch 1796 | loss: 0.0311512 | val_loss: 0.0311708 | Time: 3234.5 ms
[2021-01-13 11:08:48 main:574] : INFO : Epoch 1797 | loss: 0.0311498 | val_loss: 0.0311734 | Time: 3253.61 ms
[2021-01-13 11:08:51 main:574] : INFO : Epoch 1798 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 3233.51 ms
[2021-01-13 11:08:54 main:574] : INFO : Epoch 1799 | loss: 0.0311486 | val_loss: 0.0311754 | Time: 3248.27 ms
[2021-01-13 11:08:58 main:574] : INFO : Epoch 1800 | loss: 0.031149 | val_loss: 0.0311676 | Time: 3245.86 ms
[2021-01-13 11:09:01 main:574] : INFO : Epoch 1801 | loss: 0.0311469 | val_loss: 0.0311677 | Time: 3236.14 ms
[2021-01-13 11:09:04 main:574] : INFO : Epoch 1802 | loss: 0.0311465 | val_loss: 0.0311686 | Time: 3270.05 ms
[2021-01-13 11:09:07 main:574] : INFO : Epoch 1803 | loss: 0.0311502 | val_loss: 0.0311714 | Time: 3236.43 ms
[2021-01-13 11:09:11 main:574] : INFO : Epoch 1804 | loss: 0.0311459 | val_loss: 0.0311671 | Time: 3260.02 ms
[2021-01-13 11:09:14 main:574] : INFO : Epoch 1805 | loss: 0.0311477 | val_loss: 0.0311661 | Time: 3225.46 ms
[2021-01-13 11:09:17 main:574] : INFO : Epoch 1806 | loss: 0.0311463 | val_loss: 0.0311697 | Time: 3255.2 ms
[2021-01-13 11:09:20 main:574] : INFO : Epoch 1807 | loss: 0.0311451 | val_loss: 0.0311711 | Time: 3244.87 ms
[2021-01-13 11:09:24 main:574] : INFO : Epoch 1808 | loss: 0.0311507 | val_loss: 0.0311716 | Time: 3253.64 ms
[2021-01-13 11:09:27 main:574] : INFO : Epoch 1809 | loss: 0.0311521 | val_loss: 0.0311688 | Time: 3249.09 ms
[2021-01-13 11:09:30 main:574] : INFO : Epoch 1810 | loss: 0.0311475 | val_loss: 0.0311682 | Time: 3243.72 ms
[2021-01-13 11:09:33 main:574] : INFO : Epoch 1811 | loss: 0.0311552 | val_loss: 0.0311757 | Time: 3243.42 ms
[2021-01-13 11:09:37 main:574] : INFO : Epoch 1812 | loss: 0.0311674 | val_loss: 0.0311748 | Time: 3246.51 ms
[2021-01-13 11:09:40 main:574] : INFO : Epoch 1813 | loss: 0.0311626 | val_loss: 0.0311715 | Time: 3236.97 ms
[2021-01-13 11:09:43 main:574] : INFO : Epoch 1814 | loss: 0.0311585 | val_loss: 0.0311703 | Time: 3264.87 ms
[2021-01-13 11:09:47 main:574] : INFO : Epoch 1815 | loss: 0.0311566 | val_loss: 0.03117 | Time: 3271.07 ms
[2021-01-13 11:09:50 main:574] : INFO : Epoch 1816 | loss: 0.0311535 | val_loss: 0.0311693 | Time: 3226.67 ms
[2021-01-13 11:09:53 main:574] : INFO : Epoch 1817 | loss: 0.031151 | val_loss: 0.0311683 | Time: 3258.66 ms
[2021-01-13 11:09:56 main:574] : INFO : Epoch 1818 | loss: 0.031151 | val_loss: 0.0311766 | Time: 3248.96 ms
[2021-01-13 11:10:00 main:574] : INFO : Epoch 1819 | loss: 0.0311521 | val_loss: 0.0311662 | Time: 3235.25 ms
[2021-01-13 11:10:03 main:574] : INFO : Epoch 1820 | loss: 0.031151 | val_loss: 0.0311717 | Time: 3257.99 ms
[2021-01-13 11:10:06 main:574] : INFO : Epoch 1821 | loss: 0.0311488 | val_loss: 0.0311705 | Time: 3239.23 ms
[2021-01-13 11:10:09 main:574] : INFO : Epoch 1822 | loss: 0.0311499 | val_loss: 0.0311688 | Time: 3239.19 ms
[2021-01-13 11:10:13 main:574] : INFO : Epoch 1823 | loss: 0.03115 | val_loss: 0.0311724 | Time: 3251.77 ms
[2021-01-13 11:10:16 main:574] : INFO : Epoch 1824 | loss: 0.0311508 | val_loss: 0.0311698 | Time: 3247.06 ms
[2021-01-13 11:10:19 main:574] : INFO : Epoch 1825 | loss: 0.031148 | val_loss: 0.0311699 | Time: 3255.4 ms
[2021-01-13 11:10:23 main:574] : INFO : Epoch 1826 | loss: 0.0311473 | val_loss: 0.0311686 | Time: 3253.92 ms
[2021-01-13 11:10:26 main:574] : INFO : Epoch 1827 | loss: 0.031148 | val_loss: 0.0311735 | Time: 3256.23 ms
[2021-01-13 11:10:29 main:574] : INFO : Epoch 1828 | loss: 0.0311499 | val_loss: 0.0311688 | Time: 3251.69 ms
[2021-01-13 11:10:32 main:574] : INFO : Epoch 1829 | loss: 0.0311457 | val_loss: 0.0311696 | Time: 3223.65 ms
[2021-01-13 11:10:36 main:574] : INFO : Epoch 1830 | loss: 0.0311448 | val_loss: 0.0311694 | Time: 3245.54 ms
[2021-01-13 11:10:39 main:574] : INFO : Epoch 1831 | loss: 0.0311456 | val_loss: 0.0311716 | Time: 3241.89 ms
[2021-01-13 11:10:42 main:574] : INFO : Epoch 1832 | loss: 0.0311509 | val_loss: 0.0311777 | Time: 3238.4 ms
[2021-01-13 11:10:46 main:574] : INFO : Epoch 1833 | loss: 0.0311508 | val_loss: 0.0311685 | Time: 3263.6 ms
[2021-01-13 11:10:49 main:574] : INFO : Epoch 1834 | loss: 0.0311475 | val_loss: 0.0311716 | Time: 3229.91 ms
[2021-01-13 11:10:52 main:574] : INFO : Epoch 1835 | loss: 0.0311466 | val_loss: 0.0311678 | Time: 3253.28 ms
[2021-01-13 11:10:55 main:574] : INFO : Epoch 1836 | loss: 0.0311441 | val_loss: 0.0311686 | Time: 3256.54 ms
[2021-01-13 11:10:59 main:574] : INFO : Epoch 1837 | loss: 0.0311475 | val_loss: 0.031168 | Time: 3237.7 ms
[2021-01-13 11:11:02 main:574] : INFO : Epoch 1838 | loss: 0.0311457 | val_loss: 0.0311701 | Time: 3254.53 ms
[2021-01-13 11:11:05 main:574] : INFO : Epoch 1839 | loss: 0.0311448 | val_loss: 0.0311702 | Time: 3236.48 ms
[2021-01-13 11:11:08 main:574] : INFO : Epoch 1840 | loss: 0.0311449 | val_loss: 0.0311701 | Time: 3228.94 ms
[2021-01-13 11:11:12 main:574] : INFO : Epoch 1841 | loss: 0.031145 | val_loss: 0.0311724 | Time: 3237.32 ms
[2021-01-13 11:11:15 main:574] : INFO : Epoch 1842 | loss: 0.0311469 | val_loss: 0.0311708 | Time: 3219.82 ms
[2021-01-13 11:11:18 main:574] : INFO : Epoch 1843 | loss: 0.031146 | val_loss: 0.0311736 | Time: 3236.43 ms
[2021-01-13 11:11:21 main:574] : INFO : Epoch 1844 | loss: 0.0311452 | val_loss: 0.0311708 | Time: 3253.36 ms
[2021-01-13 11:11:25 main:574] : INFO : Epoch 1845 | loss: 0.0311467 | val_loss: 0.0311744 | Time: 3238.82 ms
[2021-01-13 11:11:28 main:574] : INFO : Epoch 1846 | loss: 0.0311459 | val_loss: 0.0311747 | Time: 3248.07 ms
[2021-01-13 11:11:31 main:574] : INFO : Epoch 1847 | loss: 0.0311486 | val_loss: 0.0311708 | Time: 3242.33 ms
[2021-01-13 11:11:34 main:574] : INFO : Epoch 1848 | loss: 0.0311446 | val_loss: 0.0311728 | Time: 3250.71 ms
[2021-01-13 11:11:38 main:574] : INFO : Epoch 1849 | loss: 0.0311465 | val_loss: 0.0311711 | Time: 3229.7 ms
[2021-01-13 11:11:41 main:574] : INFO : Epoch 1850 | loss: 0.0311445 | val_loss: 0.0311752 | Time: 3246.4 ms
[2021-01-13 11:11:44 main:574] : INFO : Epoch 1851 | loss: 0.0311447 | val_loss: 0.0311712 | Time: 3257.32 ms
[2021-01-13 11:11:48 main:574] : INFO : Epoch 1852 | loss: 0.0311444 | val_loss: 0.031171 | Time: 3235.33 ms
[2021-01-13 11:11:51 main:574] : INFO : Epoch 1853 | loss: 0.0311483 | val_loss: 0.0311825 | Time: 3261.84 ms
[2021-01-13 11:11:54 main:574] : INFO : Epoch 1854 | loss: 0.0311506 | val_loss: 0.0311705 | Time: 3239.32 ms
[2021-01-13 11:11:57 main:574] : INFO : Epoch 1855 | loss: 0.0311456 | val_loss: 0.031169 | Time: 3215.5 ms
[2021-01-13 11:12:01 main:574] : INFO : Epoch 1856 | loss: 0.0311443 | val_loss: 0.0311721 | Time: 3247.12 ms
[2021-01-13 11:12:04 main:574] : INFO : Epoch 1857 | loss: 0.0311465 | val_loss: 0.0311769 | Time: 3230.48 ms
[2021-01-13 11:12:07 main:574] : INFO : Epoch 1858 | loss: 0.0311453 | val_loss: 0.031174 | Time: 3245.55 ms
[2021-01-13 11:12:10 main:574] : INFO : Epoch 1859 | loss: 0.0311435 | val_loss: 0.0311742 | Time: 3259.07 ms
[2021-01-13 11:12:14 main:574] : INFO : Epoch 1860 | loss: 0.031148 | val_loss: 0.0311775 | Time: 3255.43 ms
[2021-01-13 11:12:17 main:574] : INFO : Epoch 1861 | loss: 0.03115 | val_loss: 0.0311692 | Time: 3251.19 ms
[2021-01-13 11:12:20 main:574] : INFO : Epoch 1862 | loss: 0.0311446 | val_loss: 0.0311716 | Time: 3241.58 ms
[2021-01-13 11:12:23 main:574] : INFO : Epoch 1863 | loss: 0.0311452 | val_loss: 0.0311757 | Time: 3227.09 ms
[2021-01-13 11:12:27 main:574] : INFO : Epoch 1864 | loss: 0.0311455 | val_loss: 0.0311725 | Time: 3242.54 ms
[2021-01-13 11:12:30 main:574] : INFO : Epoch 1865 | loss: 0.0311428 | val_loss: 0.0311742 | Time: 3255.77 ms
[2021-01-13 11:12:33 main:574] : INFO : Epoch 1866 | loss: 0.0311434 | val_loss: 0.0311722 | Time: 3234.6 ms
[2021-01-13 11:12:37 main:574] : INFO : Epoch 1867 | loss: 0.0311444 | val_loss: 0.0311731 | Time: 3238.22 ms
[2021-01-13 11:12:40 main:574] : INFO : Epoch 1868 | loss: 0.0311447 | val_loss: 0.0311752 | Time: 3270.73 ms
[2021-01-13 11:12:43 main:574] : INFO : Epoch 1869 | loss: 0.0311442 | val_loss: 0.0311712 | Time: 3243.53 ms
[2021-01-13 11:12:46 main:574] : INFO : Epoch 1870 | loss: 0.0311436 | val_loss: 0.0311752 | Time: 3226.07 ms
[2021-01-13 11:12:50 main:574] : INFO : Epoch 1871 | loss: 0.0311432 | val_loss: 0.031172 | Time: 3241.79 ms
[2021-01-13 11:12:53 main:574] : INFO : Epoch 1872 | loss: 0.0311447 | val_loss: 0.0311733 | Time: 3235.37 ms
[2021-01-13 11:12:56 main:574] : INFO : Epoch 1873 | loss: 0.0311468 | val_loss: 0.0311879 | Time: 3245.75 ms
[2021-01-13 11:12:59 main:574] : INFO : Epoch 1874 | loss: 0.0311522 | val_loss: 0.0311757 | Time: 3244.92 ms
[2021-01-13 11:13:03 main:574] : INFO : Epoch 1875 | loss: 0.0311493 | val_loss: 0.0311844 | Time: 3252.08 ms
[2021-01-13 11:13:06 main:574] : INFO : Epoch 1876 | loss: 0.0311539 | val_loss: 0.0311719 | Time: 3241.71 ms
[2021-01-13 11:13:09 main:574] : INFO : Epoch 1877 | loss: 0.031147 | val_loss: 0.0311709 | Time: 3243.26 ms
[2021-01-13 11:13:13 main:574] : INFO : Epoch 1878 | loss: 0.0311442 | val_loss: 0.0311742 | Time: 3231.75 ms
[2021-01-13 11:13:16 main:574] : INFO : Epoch 1879 | loss: 0.0311432 | val_loss: 0.031173 | Time: 3251.7 ms
[2021-01-13 11:13:19 main:574] : INFO : Epoch 1880 | loss: 0.0311424 | val_loss: 0.0311703 | Time: 3228.61 ms
[2021-01-13 11:13:22 main:574] : INFO : Epoch 1881 | loss: 0.0311422 | val_loss: 0.0311743 | Time: 3266.65 ms
[2021-01-13 11:13:26 main:574] : INFO : Epoch 1882 | loss: 0.0311459 | val_loss: 0.0311688 | Time: 3242.32 ms
[2021-01-13 11:13:29 main:574] : INFO : Epoch 1883 | loss: 0.0311451 | val_loss: 0.0311755 | Time: 3236.89 ms
[2021-01-13 11:13:32 main:574] : INFO : Epoch 1884 | loss: 0.0311448 | val_loss: 0.031172 | Time: 3216.09 ms
[2021-01-13 11:13:35 main:574] : INFO : Epoch 1885 | loss: 0.0311472 | val_loss: 0.0311782 | Time: 3242.52 ms
[2021-01-13 11:13:39 main:574] : INFO : Epoch 1886 | loss: 0.0311432 | val_loss: 0.0311724 | Time: 3242.77 ms
[2021-01-13 11:13:42 main:574] : INFO : Epoch 1887 | loss: 0.0311396 | val_loss: 0.0311766 | Time: 3215.7 ms
[2021-01-13 11:13:45 main:574] : INFO : Epoch 1888 | loss: 0.0311393 | val_loss: 0.0311733 | Time: 3213.19 ms
[2021-01-13 11:13:48 main:574] : INFO : Epoch 1889 | loss: 0.0311396 | val_loss: 0.0311783 | Time: 3239.08 ms
[2021-01-13 11:13:52 main:574] : INFO : Epoch 1890 | loss: 0.0311404 | val_loss: 0.0311743 | Time: 3244.08 ms
[2021-01-13 11:13:55 main:574] : INFO : Epoch 1891 | loss: 0.0311407 | val_loss: 0.0311723 | Time: 3222.52 ms
[2021-01-13 11:13:58 main:574] : INFO : Epoch 1892 | loss: 0.0311432 | val_loss: 0.0311753 | Time: 3241.71 ms
[2021-01-13 11:14:01 main:574] : INFO : Epoch 1893 | loss: 0.0311446 | val_loss: 0.0311691 | Time: 3226.87 ms
[2021-01-13 11:14:05 main:574] : INFO : Epoch 1894 | loss: 0.031149 | val_loss: 0.0311792 | Time: 3229.53 ms
[2021-01-13 11:14:08 main:574] : INFO : Epoch 1895 | loss: 0.0311459 | val_loss: 0.0311724 | Time: 3239.98 ms
[2021-01-13 11:14:11 main:574] : INFO : Epoch 1896 | loss: 0.0311422 | val_loss: 0.0311745 | Time: 3252.69 ms
[2021-01-13 11:14:14 main:574] : INFO : Epoch 1897 | loss: 0.0311408 | val_loss: 0.0311774 | Time: 3243.04 ms
[2021-01-13 11:14:18 main:574] : INFO : Epoch 1898 | loss: 0.0311426 | val_loss: 0.0311744 | Time: 3228.69 ms
[2021-01-13 11:14:21 main:574] : INFO : Epoch 1899 | loss: 0.0311474 | val_loss: 0.0311774 | Time: 3236.72 ms
[2021-01-13 11:14:24 main:574] : INFO : Epoch 1900 | loss: 0.0311486 | val_loss: 0.0311758 | Time: 3243.71 ms
[2021-01-13 11:14:28 main:574] : INFO : Epoch 1901 | loss: 0.0311504 | val_loss: 0.0311837 | Time: 3247.9 ms
[2021-01-13 11:14:31 main:574] : INFO : Epoch 1902 | loss: 0.0311458 | val_loss: 0.0311775 | Time: 3247.65 ms
[2021-01-13 11:14:34 main:574] : INFO : Epoch 1903 | loss: 0.0311474 | val_loss: 0.0311732 | Time: 3234.94 ms
[2021-01-13 11:14:37 main:574] : INFO : Epoch 1904 | loss: 0.031148 | val_loss: 0.0311765 | Time: 3228.82 ms
[2021-01-13 11:14:41 main:574] : INFO : Epoch 1905 | loss: 0.0311466 | val_loss: 0.0311782 | Time: 3246.31 ms
[2021-01-13 11:14:44 main:574] : INFO : Epoch 1906 | loss: 0.0311447 | val_loss: 0.0311759 | Time: 3225.68 ms
[2021-01-13 11:14:47 main:574] : INFO : Epoch 1907 | loss: 0.0311473 | val_loss: 0.0311786 | Time: 3235.03 ms
[2021-01-13 11:14:50 main:574] : INFO : Epoch 1908 | loss: 0.0311452 | val_loss: 0.0311769 | Time: 3228.2 ms
[2021-01-13 11:14:54 main:574] : INFO : Epoch 1909 | loss: 0.0311451 | val_loss: 0.0311785 | Time: 3245.16 ms
[2021-01-13 11:14:57 main:574] : INFO : Epoch 1910 | loss: 0.0311491 | val_loss: 0.0311731 | Time: 3228.23 ms
[2021-01-13 11:15:00 main:574] : INFO : Epoch 1911 | loss: 0.0311477 | val_loss: 0.0311757 | Time: 3227.31 ms
[2021-01-13 11:15:03 main:574] : INFO : Epoch 1912 | loss: 0.0311462 | val_loss: 0.0311746 | Time: 3235.44 ms
[2021-01-13 11:15:07 main:574] : INFO : Epoch 1913 | loss: 0.0311434 | val_loss: 0.0311822 | Time: 3239.3 ms
[2021-01-13 11:15:10 main:574] : INFO : Epoch 1914 | loss: 0.0311466 | val_loss: 0.031176 | Time: 3228.41 ms
[2021-01-13 11:15:13 main:574] : INFO : Epoch 1915 | loss: 0.0311506 | val_loss: 0.031185 | Time: 3234.46 ms
[2021-01-13 11:15:16 main:574] : INFO : Epoch 1916 | loss: 0.0311474 | val_loss: 0.0311779 | Time: 3252.4 ms
[2021-01-13 11:15:20 main:574] : INFO : Epoch 1917 | loss: 0.0311437 | val_loss: 0.0311733 | Time: 3230.28 ms
[2021-01-13 11:15:23 main:574] : INFO : Epoch 1918 | loss: 0.0311423 | val_loss: 0.0311743 | Time: 3252.72 ms
[2021-01-13 11:15:26 main:574] : INFO : Epoch 1919 | loss: 0.0311438 | val_loss: 0.0311747 | Time: 3245.25 ms
[2021-01-13 11:15:29 main:574] : INFO : Epoch 1920 | loss: 0.0311429 | val_loss: 0.0311733 | Time: 3252.78 ms
[2021-01-13 11:15:33 main:574] : INFO : Epoch 1921 | loss: 0.0311437 | val_loss: 0.031172 | Time: 3241.03 ms
[2021-01-13 11:15:36 main:574] : INFO : Epoch 1922 | loss: 0.0311428 | val_loss: 0.0311722 | Time: 3244.65 ms
[2021-01-13 11:15:39 main:574] : INFO : Epoch 1923 | loss: 0.0311427 | val_loss: 0.0311736 | Time: 3234.07 ms
[2021-01-13 11:15:43 main:574] : INFO : Epoch 1924 | loss: 0.0311426 | val_loss: 0.031173 | Time: 3249.43 ms
[2021-01-13 11:15:46 main:574] : INFO : Epoch 1925 | loss: 0.0311414 | val_loss: 0.031171 | Time: 3242.25 ms
[2021-01-13 11:15:49 main:574] : INFO : Epoch 1926 | loss: 0.0311463 | val_loss: 0.0311768 | Time: 3238.41 ms
[2021-01-13 11:15:52 main:574] : INFO : Epoch 1927 | loss: 0.0311529 | val_loss: 0.0311752 | Time: 3257.31 ms
[2021-01-13 11:15:56 main:574] : INFO : Epoch 1928 | loss: 0.0311477 | val_loss: 0.0311724 | Time: 3239.51 ms
[2021-01-13 11:15:59 main:574] : INFO : Epoch 1929 | loss: 0.0311474 | val_loss: 0.0311728 | Time: 3235.28 ms
[2021-01-13 11:16:02 main:574] : INFO : Epoch 1930 | loss: 0.0311479 | val_loss: 0.0311711 | Time: 3255.9 ms
[2021-01-13 11:16:05 main:574] : INFO : Epoch 1931 | loss: 0.0311477 | val_loss: 0.0311724 | Time: 3235.37 ms
[2021-01-13 11:16:09 main:574] : INFO : Epoch 1932 | loss: 0.0311464 | val_loss: 0.0311728 | Time: 3239.94 ms
[2021-01-13 11:16:12 main:574] : INFO : Epoch 1933 | loss: 0.0311449 | val_loss: 0.0311707 | Time: 3226.06 ms
[2021-01-13 11:16:15 main:574] : INFO : Epoch 1934 | loss: 0.0311442 | val_loss: 0.0311768 | Time: 3230.89 ms
[2021-01-13 11:16:18 main:574] : INFO : Epoch 1935 | loss: 0.031145 | val_loss: 0.0311733 | Time: 3246.28 ms
[2021-01-13 11:16:22 main:574] : INFO : Epoch 1936 | loss: 0.0311429 | val_loss: 0.0311764 | Time: 3248.53 ms
[2021-01-13 11:16:25 main:574] : INFO : Epoch 1937 | loss: 0.0311459 | val_loss: 0.0311735 | Time: 3252.79 ms
[2021-01-13 11:16:28 main:574] : INFO : Epoch 1938 | loss: 0.0311483 | val_loss: 0.0311755 | Time: 3225.12 ms
[2021-01-13 11:16:32 main:574] : INFO : Epoch 1939 | loss: 0.0311437 | val_loss: 0.031173 | Time: 3243.9 ms
[2021-01-13 11:16:35 main:574] : INFO : Epoch 1940 | loss: 0.0311416 | val_loss: 0.0311725 | Time: 3220.59 ms
[2021-01-13 11:16:38 main:574] : INFO : Epoch 1941 | loss: 0.0311421 | val_loss: 0.0311794 | Time: 3254.86 ms
[2021-01-13 11:16:41 main:574] : INFO : Epoch 1942 | loss: 0.0311451 | val_loss: 0.0311686 | Time: 3241.76 ms
[2021-01-13 11:16:45 main:574] : INFO : Epoch 1943 | loss: 0.0311475 | val_loss: 0.0311724 | Time: 3238.55 ms
[2021-01-13 11:16:48 main:574] : INFO : Epoch 1944 | loss: 0.0311447 | val_loss: 0.0311742 | Time: 3244.41 ms
[2021-01-13 11:16:51 main:574] : INFO : Epoch 1945 | loss: 0.0311455 | val_loss: 0.0311717 | Time: 3251.83 ms
[2021-01-13 11:16:54 main:574] : INFO : Epoch 1946 | loss: 0.0311464 | val_loss: 0.0311717 | Time: 3235.3 ms
[2021-01-13 11:16:58 main:574] : INFO : Epoch 1947 | loss: 0.0311426 | val_loss: 0.0311729 | Time: 3231.45 ms
[2021-01-13 11:17:01 main:574] : INFO : Epoch 1948 | loss: 0.0311458 | val_loss: 0.0311823 | Time: 3218.47 ms
[2021-01-13 11:17:04 main:574] : INFO : Epoch 1949 | loss: 0.0311655 | val_loss: 0.0311827 | Time: 3230.49 ms
[2021-01-13 11:17:07 main:574] : INFO : Epoch 1950 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 3224.21 ms
[2021-01-13 11:17:11 main:574] : INFO : Epoch 1951 | loss: 0.0311612 | val_loss: 0.0311775 | Time: 3261.01 ms
[2021-01-13 11:17:14 main:574] : INFO : Epoch 1952 | loss: 0.0311626 | val_loss: 0.0311753 | Time: 3236.61 ms
[2021-01-13 11:17:17 main:574] : INFO : Epoch 1953 | loss: 0.0311659 | val_loss: 0.0311896 | Time: 3239.35 ms
[2021-01-13 11:17:20 main:574] : INFO : Epoch 1954 | loss: 0.0311584 | val_loss: 0.0311738 | Time: 3237.05 ms
[2021-01-13 11:17:24 main:574] : INFO : Epoch 1955 | loss: 0.0311519 | val_loss: 0.0311717 | Time: 3224.81 ms
[2021-01-13 11:17:27 main:574] : INFO : Epoch 1956 | loss: 0.0311514 | val_loss: 0.0311682 | Time: 3257.58 ms
[2021-01-13 11:17:30 main:574] : INFO : Epoch 1957 | loss: 0.0311507 | val_loss: 0.0311746 | Time: 3232.29 ms
[2021-01-13 11:17:34 main:574] : INFO : Epoch 1958 | loss: 0.0311486 | val_loss: 0.0311727 | Time: 3252.18 ms
[2021-01-13 11:17:37 main:574] : INFO : Epoch 1959 | loss: 0.0311484 | val_loss: 0.0311711 | Time: 3248.82 ms
[2021-01-13 11:17:40 main:574] : INFO : Epoch 1960 | loss: 0.0311532 | val_loss: 0.0311788 | Time: 3244.54 ms
[2021-01-13 11:17:43 main:574] : INFO : Epoch 1961 | loss: 0.0311531 | val_loss: 0.0311787 | Time: 3241.95 ms
[2021-01-13 11:17:47 main:574] : INFO : Epoch 1962 | loss: 0.0311462 | val_loss: 0.0311721 | Time: 3214.94 ms
[2021-01-13 11:17:50 main:574] : INFO : Epoch 1963 | loss: 0.0311455 | val_loss: 0.0311761 | Time: 3251.28 ms
[2021-01-13 11:17:53 main:574] : INFO : Epoch 1964 | loss: 0.0311479 | val_loss: 0.0311693 | Time: 3242.68 ms
[2021-01-13 11:17:56 main:574] : INFO : Epoch 1965 | loss: 0.0311449 | val_loss: 0.0311736 | Time: 3237.17 ms
[2021-01-13 11:18:00 main:574] : INFO : Epoch 1966 | loss: 0.0311436 | val_loss: 0.0311684 | Time: 3259.33 ms
[2021-01-13 11:18:03 main:574] : INFO : Epoch 1967 | loss: 0.0311457 | val_loss: 0.0311683 | Time: 3222.62 ms
[2021-01-13 11:18:06 main:574] : INFO : Epoch 1968 | loss: 0.0311451 | val_loss: 0.0311705 | Time: 3240.21 ms
[2021-01-13 11:18:09 main:574] : INFO : Epoch 1969 | loss: 0.0311438 | val_loss: 0.0311763 | Time: 3256.29 ms
[2021-01-13 11:18:13 main:574] : INFO : Epoch 1970 | loss: 0.0311431 | val_loss: 0.0311704 | Time: 3216.62 ms
[2021-01-13 11:18:16 main:574] : INFO : Epoch 1971 | loss: 0.0311425 | val_loss: 0.0311743 | Time: 3228.89 ms
[2021-01-13 11:18:19 main:574] : INFO : Epoch 1972 | loss: 0.031145 | val_loss: 0.0311749 | Time: 3234.06 ms
[2021-01-13 11:18:22 main:574] : INFO : Epoch 1973 | loss: 0.0311456 | val_loss: 0.0311717 | Time: 3237.13 ms
[2021-01-13 11:18:26 main:574] : INFO : Epoch 1974 | loss: 0.0311427 | val_loss: 0.0311761 | Time: 3227.35 ms
[2021-01-13 11:18:29 main:574] : INFO : Epoch 1975 | loss: 0.0311432 | val_loss: 0.0311696 | Time: 3229.88 ms
[2021-01-13 11:18:32 main:574] : INFO : Epoch 1976 | loss: 0.0311419 | val_loss: 0.0311722 | Time: 3259.84 ms
[2021-01-13 11:18:36 main:574] : INFO : Epoch 1977 | loss: 0.0311408 | val_loss: 0.0311724 | Time: 3249.84 ms
[2021-01-13 11:18:39 main:574] : INFO : Epoch 1978 | loss: 0.0311419 | val_loss: 0.0311669 | Time: 3243.29 ms
[2021-01-13 11:18:42 main:574] : INFO : Epoch 1979 | loss: 0.031142 | val_loss: 0.0311744 | Time: 3233.9 ms
[2021-01-13 11:18:45 main:574] : INFO : Epoch 1980 | loss: 0.0311408 | val_loss: 0.0311684 | Time: 3247.77 ms
[2021-01-13 11:18:49 main:574] : INFO : Epoch 1981 | loss: 0.0311452 | val_loss: 0.031182 | Time: 3240.15 ms
[2021-01-13 11:18:52 main:574] : INFO : Epoch 1982 | loss: 0.0311494 | val_loss: 0.0311752 | Time: 3231.41 ms
[2021-01-13 11:18:55 main:574] : INFO : Epoch 1983 | loss: 0.0311486 | val_loss: 0.0311734 | Time: 3237.61 ms
[2021-01-13 11:18:58 main:574] : INFO : Epoch 1984 | loss: 0.0311469 | val_loss: 0.0311788 | Time: 3256.18 ms
[2021-01-13 11:19:02 main:574] : INFO : Epoch 1985 | loss: 0.0311453 | val_loss: 0.0311708 | Time: 3234.07 ms
[2021-01-13 11:19:05 main:574] : INFO : Epoch 1986 | loss: 0.0311408 | val_loss: 0.0311682 | Time: 3253.67 ms
[2021-01-13 11:19:08 main:574] : INFO : Epoch 1987 | loss: 0.0311378 | val_loss: 0.0311681 | Time: 3233.93 ms
[2021-01-13 11:19:11 main:574] : INFO : Epoch 1988 | loss: 0.0311391 | val_loss: 0.0311716 | Time: 3230.67 ms
[2021-01-13 11:19:15 main:574] : INFO : Epoch 1989 | loss: 0.0311424 | val_loss: 0.0311687 | Time: 3232.82 ms
[2021-01-13 11:19:18 main:574] : INFO : Epoch 1990 | loss: 0.0311398 | val_loss: 0.0311688 | Time: 3245.05 ms
[2021-01-13 11:19:21 main:574] : INFO : Epoch 1991 | loss: 0.0311388 | val_loss: 0.0311689 | Time: 3233.49 ms
[2021-01-13 11:19:24 main:574] : INFO : Epoch 1992 | loss: 0.0311384 | val_loss: 0.0311682 | Time: 3249.78 ms
[2021-01-13 11:19:28 main:574] : INFO : Epoch 1993 | loss: 0.0311365 | val_loss: 0.0311676 | Time: 3235.39 ms
[2021-01-13 11:19:31 main:574] : INFO : Epoch 1994 | loss: 0.0311417 | val_loss: 0.0311701 | Time: 3232.31 ms
[2021-01-13 11:19:34 main:574] : INFO : Epoch 1995 | loss: 0.0311424 | val_loss: 0.0311709 | Time: 3218.83 ms
[2021-01-13 11:19:38 main:574] : INFO : Epoch 1996 | loss: 0.0311415 | val_loss: 0.0311707 | Time: 3245.19 ms
[2021-01-13 11:19:41 main:574] : INFO : Epoch 1997 | loss: 0.0311415 | val_loss: 0.0311678 | Time: 3242 ms
[2021-01-13 11:19:44 main:574] : INFO : Epoch 1998 | loss: 0.0311401 | val_loss: 0.0311709 | Time: 3222.05 ms
[2021-01-13 11:19:47 main:574] : INFO : Epoch 1999 | loss: 0.031145 | val_loss: 0.0311705 | Time: 3238.11 ms
[2021-01-13 11:19:51 main:574] : INFO : Epoch 2000 | loss: 0.0311468 | val_loss: 0.0311696 | Time: 3259.11 ms
[2021-01-13 11:19:54 main:574] : INFO : Epoch 2001 | loss: 0.0311438 | val_loss: 0.031169 | Time: 3243.34 ms
[2021-01-13 11:19:57 main:574] : INFO : Epoch 2002 | loss: 0.0311429 | val_loss: 0.0311673 | Time: 3245.82 ms
[2021-01-13 11:20:00 main:574] : INFO : Epoch 2003 | loss: 0.0311418 | val_loss: 0.0311691 | Time: 3233.14 ms
[2021-01-13 11:20:04 main:574] : INFO : Epoch 2004 | loss: 0.0311433 | val_loss: 0.0311712 | Time: 3249.33 ms
[2021-01-13 11:20:07 main:574] : INFO : Epoch 2005 | loss: 0.0311437 | val_loss: 0.0311706 | Time: 3241.78 ms
[2021-01-13 11:20:10 main:574] : INFO : Epoch 2006 | loss: 0.0311431 | val_loss: 0.0311733 | Time: 3248.79 ms
[2021-01-13 11:20:13 main:574] : INFO : Epoch 2007 | loss: 0.0311499 | val_loss: 0.0311749 | Time: 3256.95 ms
[2021-01-13 11:20:17 main:574] : INFO : Epoch 2008 | loss: 0.0311527 | val_loss: 0.0311776 | Time: 3220.19 ms
[2021-01-13 11:20:20 main:574] : INFO : Epoch 2009 | loss: 0.0311499 | val_loss: 0.0311761 | Time: 3242.65 ms
[2021-01-13 11:20:23 main:574] : INFO : Epoch 2010 | loss: 0.0311482 | val_loss: 0.03117 | Time: 3212.71 ms
[2021-01-13 11:20:26 main:574] : INFO : Epoch 2011 | loss: 0.0311451 | val_loss: 0.0311696 | Time: 3256.72 ms
[2021-01-13 11:20:30 main:574] : INFO : Epoch 2012 | loss: 0.0311431 | val_loss: 0.0311681 | Time: 3241.89 ms
[2021-01-13 11:20:33 main:574] : INFO : Epoch 2013 | loss: 0.0311451 | val_loss: 0.0311728 | Time: 3253.61 ms
[2021-01-13 11:20:36 main:574] : INFO : Epoch 2014 | loss: 0.031142 | val_loss: 0.0311684 | Time: 3245.89 ms
[2021-01-13 11:20:40 main:574] : INFO : Epoch 2015 | loss: 0.0311454 | val_loss: 0.0311755 | Time: 3244.87 ms
[2021-01-13 11:20:43 main:574] : INFO : Epoch 2016 | loss: 0.0311505 | val_loss: 0.0311709 | Time: 3228.77 ms
[2021-01-13 11:20:46 main:574] : INFO : Epoch 2017 | loss: 0.0311477 | val_loss: 0.0311693 | Time: 3240.05 ms
[2021-01-13 11:20:49 main:574] : INFO : Epoch 2018 | loss: 0.0311463 | val_loss: 0.031176 | Time: 3234.54 ms
[2021-01-13 11:20:53 main:574] : INFO : Epoch 2019 | loss: 0.0311464 | val_loss: 0.0311722 | Time: 3243.46 ms
[2021-01-13 11:20:56 main:574] : INFO : Epoch 2020 | loss: 0.0311443 | val_loss: 0.0311707 | Time: 3248.87 ms
[2021-01-13 11:20:59 main:574] : INFO : Epoch 2021 | loss: 0.0311433 | val_loss: 0.0311713 | Time: 3233.81 ms
[2021-01-13 11:21:02 main:574] : INFO : Epoch 2022 | loss: 0.0311425 | val_loss: 0.0311702 | Time: 3246.35 ms
[2021-01-13 11:21:06 main:574] : INFO : Epoch 2023 | loss: 0.0311444 | val_loss: 0.0311692 | Time: 3242.1 ms
[2021-01-13 11:21:09 main:574] : INFO : Epoch 2024 | loss: 0.0311469 | val_loss: 0.0311753 | Time: 3229.06 ms
[2021-01-13 11:21:12 main:574] : INFO : Epoch 2025 | loss: 0.0311457 | val_loss: 0.0311747 | Time: 3246 ms
[2021-01-13 11:21:15 main:574] : INFO : Epoch 2026 | loss: 0.0311433 | val_loss: 0.0311679 | Time: 3243.86 ms
[2021-01-13 11:21:19 main:574] : INFO : Epoch 2027 | loss: 0.0311452 | val_loss: 0.0311767 | Time: 3246.36 ms
[2021-01-13 11:21:22 main:574] : INFO : Epoch 2028 | loss: 0.0311474 | val_loss: 0.0311735 | Time: 3258.59 ms
[2021-01-13 11:21:25 main:574] : INFO : Epoch 2029 | loss: 0.0311449 | val_loss: 0.0311666 | Time: 3245.94 ms
[2021-01-13 11:21:28 main:574] : INFO : Epoch 2030 | loss: 0.0311427 | val_loss: 0.0311647 | Time: 3217.88 ms
[2021-01-13 11:21:32 main:574] : INFO : Epoch 2031 | loss: 0.0311414 | val_loss: 0.0311678 | Time: 3246 ms
[2021-01-13 11:21:35 main:574] : INFO : Epoch 2032 | loss: 0.0311406 | val_loss: 0.0311672 | Time: 3233.39 ms
[2021-01-13 11:21:38 main:574] : INFO : Epoch 2033 | loss: 0.0311391 | val_loss: 0.0311663 | Time: 3234.68 ms
[2021-01-13 11:21:42 main:574] : INFO : Epoch 2034 | loss: 0.0311396 | val_loss: 0.0311719 | Time: 3242.25 ms
[2021-01-13 11:21:45 main:574] : INFO : Epoch 2035 | loss: 0.0311429 | val_loss: 0.0311754 | Time: 3240.12 ms
[2021-01-13 11:21:48 main:574] : INFO : Epoch 2036 | loss: 0.0311408 | val_loss: 0.0311749 | Time: 3244.86 ms
[2021-01-13 11:21:51 main:574] : INFO : Epoch 2037 | loss: 0.0311416 | val_loss: 0.0311686 | Time: 3262.09 ms
[2021-01-13 11:21:55 main:574] : INFO : Epoch 2038 | loss: 0.0311409 | val_loss: 0.0311739 | Time: 3233.35 ms
[2021-01-13 11:21:58 main:574] : INFO : Epoch 2039 | loss: 0.0311409 | val_loss: 0.0311704 | Time: 3223 ms
[2021-01-13 11:22:01 main:574] : INFO : Epoch 2040 | loss: 0.0311407 | val_loss: 0.0311722 | Time: 3238.16 ms
[2021-01-13 11:22:04 main:574] : INFO : Epoch 2041 | loss: 0.031153 | val_loss: 0.0311701 | Time: 3231.23 ms
[2021-01-13 11:22:08 main:574] : INFO : Epoch 2042 | loss: 0.0311504 | val_loss: 0.0311723 | Time: 3235.3 ms
[2021-01-13 11:22:11 main:574] : INFO : Epoch 2043 | loss: 0.0311474 | val_loss: 0.0311777 | Time: 3254.23 ms
[2021-01-13 11:22:14 main:574] : INFO : Epoch 2044 | loss: 0.0311482 | val_loss: 0.0311724 | Time: 3246.37 ms
[2021-01-13 11:22:17 main:574] : INFO : Epoch 2045 | loss: 0.031145 | val_loss: 0.0311699 | Time: 3264.18 ms
[2021-01-13 11:22:21 main:574] : INFO : Epoch 2046 | loss: 0.0311449 | val_loss: 0.0311755 | Time: 3244.58 ms
[2021-01-13 11:22:24 main:574] : INFO : Epoch 2047 | loss: 0.0311438 | val_loss: 0.031175 | Time: 3243.26 ms
[2021-01-13 11:22:27 main:574] : INFO : Epoch 2048 | loss: 0.0311425 | val_loss: 0.0311715 | Time: 3236.43 ms
[2021-01-13 11:22:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311715
[2021-01-13 11:22:27 main:603] : INFO : Saving end state to config to file
[2021-01-13 11:22:27 main:608] : INFO : Success, exiting..
11:22:27 (10940): 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)