Task 5196872
| Name | ParityModified-1619583984-23953-1_1 |
| Workunit | 3103715 |
| Created | 16 May 2021, 10:53:10 UTC |
| Sent | 16 May 2021, 12:42:29 UTC |
| Report deadline | 23 May 2021, 12:42:29 UTC |
| Received | 16 May 2021, 15:08:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 12 min 47 sec |
| CPU time | 1 hours 9 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,490.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 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: 0.0311593 | val_loss: 0.0311707 | Time: 2149.27 ms
[2021-05-16 22:49:44 main:574] : INFO : Epoch 1543 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 2158.62 ms
[2021-05-16 22:49:47 main:574] : INFO : Epoch 1544 | loss: 0.0311582 | val_loss: 0.031169 | Time: 2161.17 ms
[2021-05-16 22:49:49 main:574] : INFO : Epoch 1545 | loss: 0.0311608 | val_loss: 0.0311697 | Time: 2176.21 ms
[2021-05-16 22:49:51 main:574] : INFO : Epoch 1546 | loss: 0.0311594 | val_loss: 0.0311704 | Time: 2205.08 ms
[2021-05-16 22:49:53 main:574] : INFO : Epoch 1547 | loss: 0.0311594 | val_loss: 0.0311734 | Time: 2181.64 ms
[2021-05-16 22:49:56 main:574] : INFO : Epoch 1548 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 2087.53 ms
[2021-05-16 22:49:58 main:574] : INFO : Epoch 1549 | loss: 0.0311589 | val_loss: 0.0311684 | Time: 2100.12 ms
[2021-05-16 22:50:00 main:574] : INFO : Epoch 1550 | loss: 0.0311593 | val_loss: 0.0311712 | Time: 2119.21 ms
[2021-05-16 22:50:02 main:574] : INFO : Epoch 1551 | loss: 0.0311664 | val_loss: 0.0311689 | Time: 2099.6 ms
[2021-05-16 22:50:04 main:574] : INFO : Epoch 1552 | loss: 0.0311619 | val_loss: 0.0311789 | Time: 2127.36 ms
[2021-05-16 22:50:07 main:574] : INFO : Epoch 1553 | loss: 0.0311613 | val_loss: 0.03117 | Time: 2202.67 ms
[2021-05-16 22:50:09 main:574] : INFO : Epoch 1554 | loss: 0.0311592 | val_loss: 0.0311712 | Time: 2183.09 ms
[2021-05-16 22:50:11 main:574] : INFO : Epoch 1555 | loss: 0.031158 | val_loss: 0.03117 | Time: 2206.45 ms
[2021-05-16 22:50:13 main:574] : INFO : Epoch 1556 | loss: 0.0311578 | val_loss: 0.031171 | Time: 2143.81 ms
[2021-05-16 22:50:16 main:574] : INFO : Epoch 1557 | loss: 0.0311564 | val_loss: 0.031175 | Time: 2089.31 ms
[2021-05-16 22:50:18 main:574] : INFO : Epoch 1558 | loss: 0.0311568 | val_loss: 0.0311696 | Time: 2109.34 ms
[2021-05-16 22:50:20 main:574] : INFO : Epoch 1559 | loss: 0.0311608 | val_loss: 0.0311683 | Time: 2143.88 ms
[2021-05-16 22:50:22 main:574] : INFO : Epoch 1560 | loss: 0.0311609 | val_loss: 0.031171 | Time: 2096.8 ms
[2021-05-16 22:50:24 main:574] : INFO : Epoch 1561 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 2110.04 ms
[2021-05-16 22:50:26 main:574] : INFO : Epoch 1562 | loss: 0.0311534 | val_loss: 0.0311696 | Time: 2125.14 ms
[2021-05-16 22:50:29 main:574] : INFO : Epoch 1563 | loss: 0.0311557 | val_loss: 0.0311768 | Time: 2152.15 ms
[2021-05-16 22:50:31 main:574] : INFO : Epoch 1564 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 2135.3 ms
[2021-05-16 22:50:33 main:574] : INFO : Epoch 1565 | loss: 0.0311563 | val_loss: 0.0311811 | Time: 2092.92 ms
[2021-05-16 22:50:35 main:574] : INFO : Epoch 1566 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 2091.49 ms
[2021-05-16 22:50:37 main:574] : INFO : Epoch 1567 | loss: 0.0311548 | val_loss: 0.0311731 | Time: 2121.34 ms
[2021-05-16 22:50:40 main:574] : INFO : Epoch 1568 | loss: 0.0311549 | val_loss: 0.0311727 | Time: 2137.7 ms
[2021-05-16 22:50:42 main:574] : INFO : Epoch 1569 | loss: 0.0311591 | val_loss: 0.0311747 | Time: 2173.09 ms
[2021-05-16 22:50:44 main:574] : INFO : Epoch 1570 | loss: 0.0311537 | val_loss: 0.031173 | Time: 2110.86 ms
[2021-05-16 22:50:46 main:574] : INFO : Epoch 1571 | loss: 0.0311523 | val_loss: 0.0311749 | Time: 2108.17 ms
[2021-05-16 22:50:48 main:574] : INFO : Epoch 1572 | loss: 0.0311615 | val_loss: 0.031177 | Time: 2095.9 ms
[2021-05-16 22:50:51 main:574] : INFO : Epoch 1573 | loss: 0.0311545 | val_loss: 0.0311733 | Time: 2137.26 ms
[2021-05-16 22:50:53 main:574] : INFO : Epoch 1574 | loss: 0.0311527 | val_loss: 0.0311729 | Time: 2068 ms
[2021-05-16 22:50:55 main:574] : INFO : Epoch 1575 | loss: 0.031154 | val_loss: 0.0311822 | Time: 2024.43 ms
[2021-05-16 22:50:57 main:574] : INFO : Epoch 1576 | loss: 0.0311614 | val_loss: 0.0311739 | Time: 2064.98 ms
[2021-05-16 22:50:59 main:574] : INFO : Epoch 1577 | loss: 0.031158 | val_loss: 0.0311716 | Time: 2045.38 ms
[2021-05-16 22:51:01 main:574] : INFO : Epoch 1578 | loss: 0.0311562 | val_loss: 0.0311713 | Time: 2263.16 ms
[2021-05-16 22:51:04 main:574] : INFO : Epoch 1579 | loss: 0.0311568 | val_loss: 0.0311714 | Time: 2091.74 ms
[2021-05-16 22:51:07 main:574] : INFO : Epoch 1580 | loss: 0.0311536 | val_loss: 0.031176 | Time: 2998.81 ms
[2021-05-16 22:51:09 main:574] : INFO : Epoch 1581 | loss: 0.0311605 | val_loss: 0.0311705 | Time: 2226.94 ms
[2021-05-16 22:51:11 main:574] : INFO : Epoch 1582 | loss: 0.031164 | val_loss: 0.0311719 | Time: 2344.99 ms
[2021-05-16 22:51:14 main:574] : INFO : Epoch 1583 | loss: 0.0311622 | val_loss: 0.0311731 | Time: 2139.25 ms
[2021-05-16 22:51:16 main:574] : INFO : Epoch 1584 | loss: 0.031157 | val_loss: 0.031184 | Time: 2193.6 ms
[2021-05-16 22:51:18 main:574] : INFO : Epoch 1585 | loss: 0.0311577 | val_loss: 0.0311779 | Time: 2127.83 ms
[2021-05-16 22:51:20 main:574] : INFO : Epoch 1586 | loss: 0.0311561 | val_loss: 0.0311719 | Time: 2068.23 ms
[2021-05-16 22:51:22 main:574] : INFO : Epoch 1587 | loss: 0.031157 | val_loss: 0.0311767 | Time: 2014.18 ms
[2021-05-16 22:51:24 main:574] : INFO : Epoch 1588 | loss: 0.0311585 | val_loss: 0.0311768 | Time: 2059.67 ms
[2021-05-16 22:51:27 main:574] : INFO : Epoch 1589 | loss: 0.0311541 | val_loss: 0.0311694 | Time: 2027.66 ms
[2021-05-16 22:51:29 main:574] : INFO : Epoch 1590 | loss: 0.0311523 | val_loss: 0.0311699 | Time: 2024.06 ms
[2021-05-16 22:51:31 main:574] : INFO : Epoch 1591 | loss: 0.0311518 | val_loss: 0.0311736 | Time: 2012.08 ms
[2021-05-16 22:51:33 main:574] : INFO : Epoch 1592 | loss: 0.0311527 | val_loss: 0.03117 | Time: 2103.75 ms
[2021-05-16 22:51:35 main:574] : INFO : Epoch 1593 | loss: 0.0311539 | val_loss: 0.0311722 | Time: 2009.71 ms
[2021-05-16 22:51:37 main:574] : INFO : Epoch 1594 | loss: 0.0311544 | val_loss: 0.0311818 | Time: 2032.08 ms
[2021-05-16 22:51:39 main:574] : INFO : Epoch 1595 | loss: 0.0311591 | val_loss: 0.0311725 | Time: 2018.08 ms
[2021-05-16 22:51:41 main:574] : INFO : Epoch 1596 | loss: 0.0311599 | val_loss: 0.031177 | Time: 2009.68 ms
[2021-05-16 22:51:43 main:574] : INFO : Epoch 1597 | loss: 0.03116 | val_loss: 0.0311743 | Time: 2012.79 ms
[2021-05-16 22:51:46 main:574] : INFO : Epoch 1598 | loss: 0.0311605 | val_loss: 0.0311787 | Time: 2019.71 ms
[2021-05-16 22:51:48 main:574] : INFO : Epoch 1599 | loss: 0.0311559 | val_loss: 0.0311749 | Time: 2031.5 ms
[2021-05-16 22:51:50 main:574] : INFO : Epoch 1600 | loss: 0.0311573 | val_loss: 0.0311757 | Time: 2020.22 ms
[2021-05-16 22:51:52 main:574] : INFO : Epoch 1601 | loss: 0.0311605 | val_loss: 0.0311716 | Time: 2018.92 ms
[2021-05-16 22:51:54 main:574] : INFO : Epoch 1602 | loss: 0.0311576 | val_loss: 0.0311726 | Time: 2016.19 ms
[2021-05-16 22:51:56 main:574] : INFO : Epoch 1603 | loss: 0.0311581 | val_loss: 0.0311736 | Time: 2042.99 ms
[2021-05-16 22:51:58 main:574] : INFO : Epoch 1604 | loss: 0.0311554 | val_loss: 0.0311818 | Time: 2016.73 ms
[2021-05-16 22:52:00 main:574] : INFO : Epoch 1605 | loss: 0.0311627 | val_loss: 0.0311954 | Time: 2010.47 ms
[2021-05-16 22:52:02 main:574] : INFO : Epoch 1606 | loss: 0.0311577 | val_loss: 0.0311784 | Time: 2023.13 ms
[2021-05-16 22:52:04 main:574] : INFO : Epoch 1607 | loss: 0.0311575 | val_loss: 0.0311729 | Time: 2032.3 ms
[2021-05-16 22:52:07 main:574] : INFO : Epoch 1608 | loss: 0.0311531 | val_loss: 0.031171 | Time: 2003.18 ms
[2021-05-16 22:52:09 main:574] : INFO : Epoch 1609 | loss: 0.0311524 | val_loss: 0.0311744 | Time: 2003.45 ms
[2021-05-16 22:52:11 main:574] : INFO : Epoch 1610 | loss: 0.0311489 | val_loss: 0.0311754 | Time: 2009.44 ms
[2021-05-16 22:52:13 main:574] : INFO : Epoch 1611 | loss: 0.0311497 | val_loss: 0.0311725 | Time: 2007.55 ms
[2021-05-16 22:52:15 main:574] : INFO : Epoch 1612 | loss: 0.0311497 | val_loss: 0.031173 | Time: 1996.85 ms
[2021-05-16 22:52:17 main:574] : INFO : Epoch 1613 | loss: 0.0311523 | val_loss: 0.031176 | Time: 2001.97 ms
[2021-05-16 22:52:19 main:574] : INFO : Epoch 1614 | loss: 0.0311619 | val_loss: 0.0311745 | Time: 2013.62 ms
[2021-05-16 22:52:21 main:574] : INFO : Epoch 1615 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 2049.26 ms
[2021-05-16 22:52:23 main:574] : INFO : Epoch 1616 | loss: 0.0311616 | val_loss: 0.0311731 | Time: 2022.38 ms
[2021-05-16 22:52:25 main:574] : INFO : Epoch 1617 | loss: 0.0311588 | val_loss: 0.0311809 | Time: 2027.66 ms
[2021-05-16 22:52:27 main:574] : INFO : Epoch 1618 | loss: 0.0311596 | val_loss: 0.0311993 | Time: 2075.06 ms
[2021-05-16 22:52:30 main:574] : INFO : Epoch 1619 | loss: 0.0311622 | val_loss: 0.0311746 | Time: 2041.87 ms
[2021-05-16 22:52:32 main:574] : INFO : Epoch 1620 | loss: 0.0311548 | val_loss: 0.0311725 | Time: 2010.92 ms
[2021-05-16 22:52:34 main:574] : INFO : Epoch 1621 | loss: 0.0311568 | val_loss: 0.0311744 | Time: 2038.07 ms
[2021-05-16 22:52:36 main:574] : INFO : Epoch 1622 | loss: 0.0311563 | val_loss: 0.0311772 | Time: 2018.18 ms
[2021-05-16 22:52:38 main:574] : INFO : Epoch 1623 | loss: 0.0311587 | val_loss: 0.0311735 | Time: 2049.82 ms
[2021-05-16 22:52:40 main:574] : INFO : Epoch 1624 | loss: 0.0311593 | val_loss: 0.0311728 | Time: 2023.74 ms
[2021-05-16 22:52:42 main:574] : INFO : Epoch 1625 | loss: 0.0311539 | val_loss: 0.0311791 | Time: 2006.52 ms
[2021-05-16 22:52:44 main:574] : INFO : Epoch 1626 | loss: 0.0311579 | val_loss: 0.0311753 | Time: 2046.96 ms
[2021-05-16 22:52:46 main:574] : INFO : Epoch 1627 | loss: 0.03116 | val_loss: 0.0311792 | Time: 2056.68 ms
[2021-05-16 22:52:48 main:574] : INFO : Epoch 1628 | loss: 0.0311592 | val_loss: 0.0311872 | Time: 2064.56 ms
[2021-05-16 22:52:51 main:574] : INFO : Epoch 1629 | loss: 0.0311575 | val_loss: 0.0311759 | Time: 2037.67 ms
[2021-05-16 22:52:53 main:574] : INFO : Epoch 1630 | loss: 0.0311548 | val_loss: 0.0311751 | Time: 2019.28 ms
[2021-05-16 22:52:55 main:574] : INFO : Epoch 1631 | loss: 0.0311555 | val_loss: 0.0311737 | Time: 2030.5 ms
[2021-05-16 22:52:57 main:574] : INFO : Epoch 1632 | loss: 0.0311569 | val_loss: 0.0311797 | Time: 2087.38 ms
[2021-05-16 22:52:59 main:574] : INFO : Epoch 1633 | loss: 0.0311572 | val_loss: 0.0311716 | Time: 2055.75 ms
[2021-05-16 22:53:01 main:574] : INFO : Epoch 1634 | loss: 0.0311547 | val_loss: 0.0311732 | Time: 2097.22 ms
[2021-05-16 22:53:03 main:574] : INFO : Epoch 1635 | loss: 0.0311539 | val_loss: 0.0311749 | Time: 2097.71 ms
[2021-05-16 22:53:06 main:574] : INFO : Epoch 1636 | loss: 0.031154 | val_loss: 0.0311743 | Time: 2068.34 ms
[2021-05-16 22:53:08 main:574] : INFO : Epoch 1637 | loss: 0.0311514 | val_loss: 0.0311739 | Time: 2073.9 ms
[2021-05-16 22:53:10 main:574] : INFO : Epoch 1638 | loss: 0.0311506 | val_loss: 0.0311805 | Time: 2016.17 ms
[2021-05-16 22:53:12 main:574] : INFO : Epoch 1639 | loss: 0.0311558 | val_loss: 0.0311756 | Time: 2087.04 ms
[2021-05-16 22:53:14 main:574] : INFO : Epoch 1640 | loss: 0.0311583 | val_loss: 0.031178 | Time: 2106.02 ms
[2021-05-16 22:53:16 main:574] : INFO : Epoch 1641 | loss: 0.0311593 | val_loss: 0.0311751 | Time: 2079.66 ms
[2021-05-16 22:53:19 main:574] : INFO : Epoch 1642 | loss: 0.0311571 | val_loss: 0.0311754 | Time: 2065.44 ms
[2021-05-16 22:53:21 main:574] : INFO : Epoch 1643 | loss: 0.0311561 | val_loss: 0.0311776 | Time: 2031.78 ms
[2021-05-16 22:53:23 main:574] : INFO : Epoch 1644 | loss: 0.0311575 | val_loss: 0.0311757 | Time: 2020.3 ms
[2021-05-16 22:53:25 main:574] : INFO : Epoch 1645 | loss: 0.0311582 | val_loss: 0.0311742 | Time: 2076.2 ms
[2021-05-16 22:53:27 main:574] : INFO : Epoch 1646 | loss: 0.0311571 | val_loss: 0.031177 | Time: 2273.36 ms
[2021-05-16 22:53:29 main:574] : INFO : Epoch 1647 | loss: 0.0311538 | val_loss: 0.031176 | Time: 2148.28 ms
[2021-05-16 22:53:32 main:574] : INFO : Epoch 1648 | loss: 0.0311516 | val_loss: 0.0311775 | Time: 2049.62 ms
[2021-05-16 22:53:34 main:574] : INFO : Epoch 1649 | loss: 0.0311564 | val_loss: 0.0311748 | Time: 2036.7 ms
[2021-05-16 22:53:36 main:574] : INFO : Epoch 1650 | loss: 0.0311566 | val_loss: 0.0311725 | Time: 2097.87 ms
[2021-05-16 22:53:38 main:574] : INFO : Epoch 1651 | loss: 0.0311567 | val_loss: 0.0311729 | Time: 2071.21 ms
[2021-05-16 22:53:40 main:574] : INFO : Epoch 1652 | loss: 0.0311553 | val_loss: 0.0311844 | Time: 2040.88 ms
[2021-05-16 22:53:42 main:574] : INFO : Epoch 1653 | loss: 0.0311593 | val_loss: 0.0311729 | Time: 2111.91 ms
[2021-05-16 22:53:44 main:574] : INFO : Epoch 1654 | loss: 0.0311596 | val_loss: 0.0311735 | Time: 2017.74 ms
[2021-05-16 22:53:47 main:574] : INFO : Epoch 1655 | loss: 0.0311596 | val_loss: 0.031174 | Time: 2110.88 ms
[2021-05-16 22:53:49 main:574] : INFO : Epoch 1656 | loss: 0.0311568 | val_loss: 0.0311854 | Time: 2056.63 ms
[2021-05-16 22:53:51 main:574] : INFO : Epoch 1657 | loss: 0.031155 | val_loss: 0.0311697 | Time: 2047.42 ms
[2021-05-16 22:53:53 main:574] : INFO : Epoch 1658 | loss: 0.0311519 | val_loss: 0.0311727 | Time: 2064.05 ms
[2021-05-16 22:53:55 main:574] : INFO : Epoch 1659 | loss: 0.0311525 | val_loss: 0.0311721 | Time: 2046.49 ms
[2021-05-16 22:53:57 main:574] : INFO : Epoch 1660 | loss: 0.0311528 | val_loss: 0.0311679 | Time: 2027.83 ms
[2021-05-16 22:53:59 main:574] : INFO : Epoch 1661 | loss: 0.0311519 | val_loss: 0.0311689 | Time: 2042.15 ms
[2021-05-16 22:54:01 main:574] : INFO : Epoch 1662 | loss: 0.0311545 | val_loss: 0.0311709 | Time: 2042.85 ms
[2021-05-16 22:54:04 main:574] : INFO : Epoch 1663 | loss: 0.0311528 | val_loss: 0.0311709 | Time: 2027.27 ms
[2021-05-16 22:54:06 main:574] : INFO : Epoch 1664 | loss: 0.0311527 | val_loss: 0.0311768 | Time: 2038.68 ms
[2021-05-16 22:54:08 main:574] : INFO : Epoch 1665 | loss: 0.0311573 | val_loss: 0.0311732 | Time: 2050.33 ms
[2021-05-16 22:54:10 main:574] : INFO : Epoch 1666 | loss: 0.0311589 | val_loss: 0.0311761 | Time: 2025.67 ms
[2021-05-16 22:54:12 main:574] : INFO : Epoch 1667 | loss: 0.0311561 | val_loss: 0.0311782 | Time: 2045.52 ms
[2021-05-16 22:54:14 main:574] : INFO : Epoch 1668 | loss: 0.0311539 | val_loss: 0.0311726 | Time: 2041.39 ms
[2021-05-16 22:54:16 main:574] : INFO : Epoch 1669 | loss: 0.0311554 | val_loss: 0.0311728 | Time: 2018.4 ms
[2021-05-16 22:54:18 main:574] : INFO : Epoch 1670 | loss: 0.031155 | val_loss: 0.0311741 | Time: 2047.48 ms
[2021-05-16 22:54:20 main:574] : INFO : Epoch 1671 | loss: 0.0311548 | val_loss: 0.0311774 | Time: 2025.84 ms
[2021-05-16 22:54:22 main:574] : INFO : Epoch 1672 | loss: 0.0311542 | val_loss: 0.0311751 | Time: 2039.58 ms
[2021-05-16 22:54:25 main:574] : INFO : Epoch 1673 | loss: 0.0311528 | val_loss: 0.0311738 | Time: 2024.28 ms
[2021-05-16 22:54:27 main:574] : INFO : Epoch 1674 | loss: 0.0311526 | val_loss: 0.0311693 | Time: 2045.34 ms
[2021-05-16 22:54:29 main:574] : INFO : Epoch 1675 | loss: 0.0311539 | val_loss: 0.0311788 | Time: 2052.95 ms
[2021-05-16 22:54:31 main:574] : INFO : Epoch 1676 | loss: 0.0311535 | val_loss: 0.0311736 | Time: 2033.66 ms
[2021-05-16 22:54:33 main:574] : INFO : Epoch 1677 | loss: 0.0311555 | val_loss: 0.0311787 | Time: 2036.82 ms
[2021-05-16 22:54:35 main:574] : INFO : Epoch 1678 | loss: 0.0311512 | val_loss: 0.031172 | Time: 2062.48 ms
[2021-05-16 22:54:37 main:574] : INFO : Epoch 1679 | loss: 0.031151 | val_loss: 0.0311759 | Time: 2071.31 ms
[2021-05-16 22:54:39 main:574] : INFO : Epoch 1680 | loss: 0.0311497 | val_loss: 0.0311758 | Time: 2043.33 ms
[2021-05-16 22:54:42 main:574] : INFO : Epoch 1681 | loss: 0.0311496 | val_loss: 0.0311759 | Time: 2035.04 ms
[2021-05-16 22:54:44 main:574] : INFO : Epoch 1682 | loss: 0.0311489 | val_loss: 0.0311752 | Time: 2045.02 ms
[2021-05-16 22:54:46 main:574] : INFO : Epoch 1683 | loss: 0.0311531 | val_loss: 0.0311836 | Time: 2036.11 ms
[2021-05-16 22:54:48 main:574] : INFO : Epoch 1684 | loss: 0.0311541 | val_loss: 0.0311768 | Time: 2024.14 ms
[2021-05-16 22:54:50 main:574] : INFO : Epoch 1685 | loss: 0.0311506 | val_loss: 0.0311756 | Time: 2032.34 ms
[2021-05-16 22:54:52 main:574] : INFO : Epoch 1686 | loss: 0.0311527 | val_loss: 0.0311722 | Time: 2045.31 ms
[2021-05-16 22:54:54 main:574] : INFO : Epoch 1687 | loss: 0.0311503 | val_loss: 0.0311742 | Time: 2029.89 ms
[2021-05-16 22:54:56 main:574] : INFO : Epoch 1688 | loss: 0.0311527 | val_loss: 0.0311847 | Time: 2022.29 ms
[2021-05-16 22:54:59 main:574] : INFO : Epoch 1689 | loss: 0.0311589 | val_loss: 0.031191 | Time: 2035.14 ms
[2021-05-16 22:55:01 main:574] : INFO : Epoch 1690 | loss: 0.0311604 | val_loss: 0.0311711 | Time: 2044.38 ms
[2021-05-16 22:55:03 main:574] : INFO : Epoch 1691 | loss: 0.0311545 | val_loss: 0.0311751 | Time: 2035.41 ms
[2021-05-16 22:55:05 main:574] : INFO : Epoch 1692 | loss: 0.031153 | val_loss: 0.0311716 | Time: 2044.31 ms
[2021-05-16 22:55:07 main:574] : INFO : Epoch 1693 | loss: 0.0311542 | val_loss: 0.0311771 | Time: 2044.26 ms
[2021-05-16 22:55:09 main:574] : INFO : Epoch 1694 | loss: 0.0311553 | val_loss: 0.0311723 | Time: 2022.04 ms
[2021-05-16 22:55:11 main:574] : INFO : Epoch 1695 | loss: 0.0311536 | val_loss: 0.0311773 | Time: 2020.06 ms
[2021-05-16 22:55:13 main:574] : INFO : Epoch 1696 | loss: 0.0311519 | val_loss: 0.0311731 | Time: 2047.38 ms
[2021-05-16 22:55:15 main:574] : INFO : Epoch 1697 | loss: 0.0311512 | val_loss: 0.0311846 | Time: 2054.99 ms
[2021-05-16 22:55:17 main:574] : INFO : Epoch 1698 | loss: 0.0311514 | val_loss: 0.0311742 | Time: 2035.47 ms
[2021-05-16 22:55:20 main:574] : INFO : Epoch 1699 | loss: 0.0311561 | val_loss: 0.0311727 | Time: 2041.93 ms
[2021-05-16 22:55:22 main:574] : INFO : Epoch 1700 | loss: 0.0311574 | val_loss: 0.0311721 | Time: 2040.41 ms
[2021-05-16 22:55:24 main:574] : INFO : Epoch 1701 | loss: 0.0311511 | val_loss: 0.0311755 | Time: 2040.63 ms
[2021-05-16 22:55:26 main:574] : INFO : Epoch 1702 | loss: 0.0311548 | val_loss: 0.0311923 | Time: 2041.67 ms
[2021-05-16 22:55:28 main:574] : INFO : Epoch 1703 | loss: 0.0311578 | val_loss: 0.0311715 | Time: 2063.73 ms
[2021-05-16 22:55:30 main:574] : INFO : Epoch 1704 | loss: 0.0311544 | val_loss: 0.0311737 | Time: 2029.87 ms
[2021-05-16 22:55:32 main:574] : INFO : Epoch 1705 | loss: 0.0311514 | val_loss: 0.0311736 | Time: 2039.79 ms
[2021-05-16 22:55:34 main:574] : INFO : Epoch 1706 | loss: 0.0311527 | val_loss: 0.0311737 | Time: 2050.72 ms
[2021-05-16 22:55:37 main:574] : INFO : Epoch 1707 | loss: 0.0311523 | val_loss: 0.0311771 | Time: 2031.85 ms
[2021-05-16 22:55:39 main:574] : INFO : Epoch 1708 | loss: 0.0311571 | val_loss: 0.0311774 | Time: 2038.43 ms
[2021-05-16 22:55:41 main:574] : INFO : Epoch 1709 | loss: 0.0311525 | val_loss: 0.0311711 | Time: 2022.07 ms
[2021-05-16 22:55:43 main:574] : INFO : Epoch 1710 | loss: 0.0311528 | val_loss: 0.0311737 | Time: 2044.17 ms
[2021-05-16 22:55:45 main:574] : INFO : Epoch 1711 | loss: 0.0311527 | val_loss: 0.0311748 | Time: 2036.59 ms
[2021-05-16 22:55:47 main:574] : INFO : Epoch 1712 | loss: 0.0311542 | val_loss: 0.031172 | Time: 2041.1 ms
[2021-05-16 22:55:49 main:574] : INFO : Epoch 1713 | loss: 0.0311504 | val_loss: 0.0311759 | Time: 2043.01 ms
[2021-05-16 22:55:51 main:574] : INFO : Epoch 1714 | loss: 0.0311522 | val_loss: 0.0311725 | Time: 2008.85 ms
[2021-05-16 22:55:53 main:574] : INFO : Epoch 1715 | loss: 0.0311514 | val_loss: 0.0311707 | Time: 2028.65 ms
[2021-05-16 22:55:56 main:574] : INFO : Epoch 1716 | loss: 0.0311515 | val_loss: 0.0311843 | Time: 2031.68 ms
[2021-05-16 22:55:58 main:574] : INFO : Epoch 1717 | loss: 0.0311491 | val_loss: 0.0311711 | Time: 2025.5 ms
[2021-05-16 22:56:00 main:574] : INFO : Epoch 1718 | loss: 0.0311497 | val_loss: 0.0311715 | Time: 2050.56 ms
[2021-05-16 22:56:02 main:574] : INFO : Epoch 1719 | loss: 0.0311492 | val_loss: 0.0311752 | Time: 2034.81 ms
[2021-05-16 22:56:04 main:574] : INFO : Epoch 1720 | loss: 0.0311492 | val_loss: 0.0311712 | Time: 2038.14 ms
[2021-05-16 22:56:06 main:574] : INFO : Epoch 1721 | loss: 0.0311449 | val_loss: 0.0311761 | Time: 2036.03 ms
[2021-05-16 22:56:08 main:574] : INFO : Epoch 1722 | loss: 0.0311489 | val_loss: 0.0311832 | Time: 2035.15 ms
[2021-05-16 22:56:10 main:574] : INFO : Epoch 1723 | loss: 0.0311641 | val_loss: 0.0311805 | Time: 2046.4 ms
[2021-05-16 22:56:12 main:574] : INFO : Epoch 1724 | loss: 0.0311643 | val_loss: 0.0311738 | Time: 2047.15 ms
[2021-05-16 22:56:15 main:574] : INFO : Epoch 1725 | loss: 0.0311637 | val_loss: 0.0311741 | Time: 2035.56 ms
[2021-05-16 22:56:17 main:574] : INFO : Epoch 1726 | loss: 0.0311612 | val_loss: 0.0311708 | Time: 2048.72 ms
[2021-05-16 22:56:19 main:574] : INFO : Epoch 1727 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 2033.96 ms
[2021-05-16 22:56:21 main:574] : INFO : Epoch 1728 | loss: 0.0311553 | val_loss: 0.0311701 | Time: 2024.89 ms
[2021-05-16 22:56:23 main:574] : INFO : Epoch 1729 | loss: 0.0311533 | val_loss: 0.0311692 | Time: 2034.06 ms
[2021-05-16 22:56:25 main:574] : INFO : Epoch 1730 | loss: 0.0311542 | val_loss: 0.0311702 | Time: 2047.1 ms
[2021-05-16 22:56:27 main:574] : INFO : Epoch 1731 | loss: 0.0311522 | val_loss: 0.0311725 | Time: 2040.72 ms
[2021-05-16 22:56:29 main:574] : INFO : Epoch 1732 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 2039.13 ms
[2021-05-16 22:56:32 main:574] : INFO : Epoch 1733 | loss: 0.031152 | val_loss: 0.0311688 | Time: 2024.98 ms
[2021-05-16 22:56:34 main:574] : INFO : Epoch 1734 | loss: 0.0311516 | val_loss: 0.0311717 | Time: 2020.64 ms
[2021-05-16 22:56:36 main:574] : INFO : Epoch 1735 | loss: 0.0311502 | val_loss: 0.0311739 | Time: 2024.41 ms
[2021-05-16 22:56:38 main:574] : INFO : Epoch 1736 | loss: 0.0311501 | val_loss: 0.0311725 | Time: 2036.04 ms
[2021-05-16 22:56:40 main:574] : INFO : Epoch 1737 | loss: 0.0311495 | val_loss: 0.0311764 | Time: 2043.49 ms
[2021-05-16 22:56:42 main:574] : INFO : Epoch 1738 | loss: 0.0311518 | val_loss: 0.0311768 | Time: 2040.87 ms
[2021-05-16 22:56:44 main:574] : INFO : Epoch 1739 | loss: 0.0311502 | val_loss: 0.0311747 | Time: 2015.66 ms
[2021-05-16 22:56:46 main:574] : INFO : Epoch 1740 | loss: 0.0311535 | val_loss: 0.031172 | Time: 2027.24 ms
[2021-05-16 22:56:48 main:574] : INFO : Epoch 1741 | loss: 0.031156 | val_loss: 0.0311736 | Time: 2034.57 ms
[2021-05-16 22:56:50 main:574] : INFO : Epoch 1742 | loss: 0.0311552 | val_loss: 0.0311736 | Time: 2040.3 ms
[2021-05-16 22:56:53 main:574] : INFO : Epoch 1743 | loss: 0.0311553 | val_loss: 0.0311864 | Time: 2044.11 ms
[2021-05-16 22:56:55 main:574] : INFO : Epoch 1744 | loss: 0.0311607 | val_loss: 0.0311668 | Time: 2022.27 ms
[2021-05-16 22:56:57 main:574] : INFO : Epoch 1745 | loss: 0.0311517 | val_loss: 0.0311695 | Time: 2035.55 ms
[2021-05-16 22:56:59 main:574] : INFO : Epoch 1746 | loss: 0.0311499 | val_loss: 0.0311702 | Time: 2064.96 ms
[2021-05-16 22:57:01 main:574] : INFO : Epoch 1747 | loss: 0.0311535 | val_loss: 0.0311714 | Time: 2027.67 ms
[2021-05-16 22:57:03 main:574] : INFO : Epoch 1748 | loss: 0.0311495 | val_loss: 0.0311717 | Time: 2037.12 ms
[2021-05-16 22:57:05 main:574] : INFO : Epoch 1749 | loss: 0.0311485 | val_loss: 0.0311825 | Time: 2066.7 ms
[2021-05-16 22:57:07 main:574] : INFO : Epoch 1750 | loss: 0.0311567 | val_loss: 0.031184 | Time: 2031.51 ms
[2021-05-16 22:57:10 main:574] : INFO : Epoch 1751 | loss: 0.0311557 | val_loss: 0.0311791 | Time: 2035.43 ms
[2021-05-16 22:57:12 main:574] : INFO : Epoch 1752 | loss: 0.0311613 | val_loss: 0.0311696 | Time: 2037.59 ms
[2021-05-16 22:57:14 main:574] : INFO : Epoch 1753 | loss: 0.0311517 | val_loss: 0.0311767 | Time: 2038.34 ms
[2021-05-16 22:57:16 main:574] : INFO : Epoch 1754 | loss: 0.0311529 | val_loss: 0.0311692 | Time: 2021.84 ms
[2021-05-16 22:57:18 main:574] : INFO : Epoch 1755 | loss: 0.0311524 | val_loss: 0.0311722 | Time: 2028.96 ms
[2021-05-16 22:57:20 main:574] : INFO : Epoch 1756 | loss: 0.0311478 | val_loss: 0.0311707 | Time: 2045.09 ms
[2021-05-16 22:57:22 main:574] : INFO : Epoch 1757 | loss: 0.0311492 | val_loss: 0.0311725 | Time: 2044.98 ms
[2021-05-16 22:57:24 main:574] : INFO : Epoch 1758 | loss: 0.0311481 | val_loss: 0.0311691 | Time: 2024.49 ms
[2021-05-16 22:57:26 main:574] : INFO : Epoch 1759 | loss: 0.0311481 | val_loss: 0.0311722 | Time: 2032.05 ms
[2021-05-16 22:57:28 main:574] : INFO : Epoch 1760 | loss: 0.0311486 | val_loss: 0.0311712 | Time: 2023.69 ms
[2021-05-16 22:57:31 main:574] : INFO : Epoch 1761 | loss: 0.0311493 | val_loss: 0.0311738 | Time: 2003.98 ms
[2021-05-16 22:57:33 main:574] : INFO : Epoch 1762 | loss: 0.0311491 | val_loss: 0.0311715 | Time: 2061.05 ms
[2021-05-16 22:57:35 main:574] : INFO : Epoch 1763 | loss: 0.031148 | val_loss: 0.0311757 | Time: 2027.05 ms
[2021-05-16 22:57:37 main:574] : INFO : Epoch 1764 | loss: 0.0311562 | val_loss: 0.0311734 | Time: 2031.38 ms
[2021-05-16 22:57:39 main:574] : INFO : Epoch 1765 | loss: 0.031169 | val_loss: 0.0311823 | Time: 2046.87 ms
[2021-05-16 22:57:41 main:574] : INFO : Epoch 1766 | loss: 0.0311752 | val_loss: 0.0311902 | Time: 2031.93 ms
[2021-05-16 22:57:43 main:574] : INFO : Epoch 1767 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 2028.2 ms
[2021-05-16 22:57:45 main:574] : INFO : Epoch 1768 | loss: 0.0311531 | val_loss: 0.0311765 | Time: 2053.42 ms
[2021-05-16 22:57:47 main:574] : INFO : Epoch 1769 | loss: 0.0311627 | val_loss: 0.0311785 | Time: 2040.23 ms
[2021-05-16 22:57:50 main:574] : INFO : Epoch 1770 | loss: 0.0311577 | val_loss: 0.0311786 | Time: 2063.72 ms
[2021-05-16 22:57:52 main:574] : INFO : Epoch 1771 | loss: 0.0311535 | val_loss: 0.0311719 | Time: 2045.43 ms
[2021-05-16 22:57:54 main:574] : INFO : Epoch 1772 | loss: 0.031149 | val_loss: 0.031173 | Time: 2057.28 ms
[2021-05-16 22:57:56 main:574] : INFO : Epoch 1773 | loss: 0.0311489 | val_loss: 0.0311717 | Time: 2068.48 ms
[2021-05-16 22:57:58 main:574] : INFO : Epoch 1774 | loss: 0.0311478 | val_loss: 0.031174 | Time: 2030.05 ms
[2021-05-16 22:58:00 main:574] : INFO : Epoch 1775 | loss: 0.0311477 | val_loss: 0.0311791 | Time: 2037 ms
[2021-05-16 22:58:02 main:574] : INFO : Epoch 1776 | loss: 0.0311465 | val_loss: 0.0311732 | Time: 2052.78 ms
[2021-05-16 22:58:04 main:574] : INFO : Epoch 1777 | loss: 0.0311469 | val_loss: 0.0311718 | Time: 2020.92 ms
[2021-05-16 22:58:07 main:574] : INFO : Epoch 1778 | loss: 0.0311492 | val_loss: 0.0311807 | Time: 2037.21 ms
[2021-05-16 22:58:09 main:574] : INFO : Epoch 1779 | loss: 0.0311503 | val_loss: 0.0311711 | Time: 2034.25 ms
[2021-05-16 22:58:11 main:574] : INFO : Epoch 1780 | loss: 0.0311468 | val_loss: 0.0311786 | Time: 2030.66 ms
[2021-05-16 22:58:13 main:574] : INFO : Epoch 1781 | loss: 0.0311445 | val_loss: 0.0311783 | Time: 2028.76 ms
[2021-05-16 22:58:15 main:574] : INFO : Epoch 1782 | loss: 0.0311441 | val_loss: 0.0311732 | Time: 2038.01 ms
[2021-05-16 22:58:17 main:574] : INFO : Epoch 1783 | loss: 0.0311473 | val_loss: 0.0311715 | Time: 2030.88 ms
[2021-05-16 22:58:19 main:574] : INFO : Epoch 1784 | loss: 0.0311457 | val_loss: 0.0311717 | Time: 2030.5 ms
[2021-05-16 22:58:21 main:574] : INFO : Epoch 1785 | loss: 0.0311482 | val_loss: 0.0311727 | Time: 2025.77 ms
[2021-05-16 22:58:23 main:574] : INFO : Epoch 1786 | loss: 0.03115 | val_loss: 0.0311751 | Time: 2034.68 ms
[2021-05-16 22:58:26 main:574] : INFO : Epoch 1787 | loss: 0.0311518 | val_loss: 0.0311737 | Time: 2024.27 ms
[2021-05-16 22:58:28 main:574] : INFO : Epoch 1788 | loss: 0.0311574 | val_loss: 0.0311781 | Time: 2018.56 ms
[2021-05-16 22:58:30 main:574] : INFO : Epoch 1789 | loss: 0.0311579 | val_loss: 0.0311752 | Time: 2044.43 ms
[2021-05-16 22:58:32 main:574] : INFO : Epoch 1790 | loss: 0.0311573 | val_loss: 0.031171 | Time: 2016.23 ms
[2021-05-16 22:58:34 main:574] : INFO : Epoch 1791 | loss: 0.0311525 | val_loss: 0.0311698 | Time: 2021.77 ms
[2021-05-16 22:58:36 main:574] : INFO : Epoch 1792 | loss: 0.031148 | val_loss: 0.0311709 | Time: 2047.04 ms
[2021-05-16 22:58:38 main:574] : INFO : Epoch 1793 | loss: 0.0311479 | val_loss: 0.031172 | Time: 2040.06 ms
[2021-05-16 22:58:40 main:574] : INFO : Epoch 1794 | loss: 0.0311498 | val_loss: 0.0311704 | Time: 2045.11 ms
[2021-05-16 22:58:42 main:574] : INFO : Epoch 1795 | loss: 0.0311481 | val_loss: 0.0311712 | Time: 2030.37 ms
[2021-05-16 22:58:45 main:574] : INFO : Epoch 1796 | loss: 0.0311464 | val_loss: 0.0311745 | Time: 2040.08 ms
[2021-05-16 22:58:47 main:574] : INFO : Epoch 1797 | loss: 0.0311474 | val_loss: 0.0311721 | Time: 2029.82 ms
[2021-05-16 22:58:49 main:574] : INFO : Epoch 1798 | loss: 0.0311466 | val_loss: 0.0311708 | Time: 2048.16 ms
[2021-05-16 22:58:51 main:574] : INFO : Epoch 1799 | loss: 0.0311479 | val_loss: 0.031173 | Time: 2018.36 ms
[2021-05-16 22:58:53 main:574] : INFO : Epoch 1800 | loss: 0.0311468 | val_loss: 0.0311715 | Time: 2035.26 ms
[2021-05-16 22:58:55 main:574] : INFO : Epoch 1801 | loss: 0.0311455 | val_loss: 0.0311754 | Time: 2068.25 ms
[2021-05-16 22:58:57 main:574] : INFO : Epoch 1802 | loss: 0.0311459 | val_loss: 0.0311729 | Time: 2031.59 ms
[2021-05-16 22:58:59 main:574] : INFO : Epoch 1803 | loss: 0.0311465 | val_loss: 0.0311699 | Time: 2038.25 ms
[2021-05-16 22:59:01 main:574] : INFO : Epoch 1804 | loss: 0.0311459 | val_loss: 0.0311704 | Time: 2028.64 ms
[2021-05-16 22:59:03 main:574] : INFO : Epoch 1805 | loss: 0.0311498 | val_loss: 0.0311767 | Time: 2023 ms
[2021-05-16 22:59:06 main:574] : INFO : Epoch 1806 | loss: 0.0311471 | val_loss: 0.031178 | Time: 2015.97 ms
[2021-05-16 22:59:08 main:574] : INFO : Epoch 1807 | loss: 0.0311437 | val_loss: 0.031172 | Time: 2043.08 ms
[2021-05-16 22:59:10 main:574] : INFO : Epoch 1808 | loss: 0.0311483 | val_loss: 0.0311775 | Time: 2019.14 ms
[2021-05-16 22:59:12 main:574] : INFO : Epoch 1809 | loss: 0.0311456 | val_loss: 0.03117 | Time: 2039.4 ms
[2021-05-16 22:59:14 main:574] : INFO : Epoch 1810 | loss: 0.031149 | val_loss: 0.0311712 | Time: 2031.59 ms
[2021-05-16 22:59:16 main:574] : INFO : Epoch 1811 | loss: 0.0311485 | val_loss: 0.0311713 | Time: 2035.89 ms
[2021-05-16 22:59:18 main:574] : INFO : Epoch 1812 | loss: 0.0311453 | val_loss: 0.031172 | Time: 2032.87 ms
[2021-05-16 22:59:20 main:574] : INFO : Epoch 1813 | loss: 0.0311499 | val_loss: 0.0311713 | Time: 2032.45 ms
[2021-05-16 22:59:22 main:574] : INFO : Epoch 1814 | loss: 0.0311499 | val_loss: 0.0311743 | Time: 2030.43 ms
[2021-05-16 22:59:24 main:574] : INFO : Epoch 1815 | loss: 0.0311528 | val_loss: 0.0311727 | Time: 2033.9 ms
[2021-05-16 22:59:27 main:574] : INFO : Epoch 1816 | loss: 0.0311523 | val_loss: 0.0311734 | Time: 2024.16 ms
[2021-05-16 22:59:29 main:574] : INFO : Epoch 1817 | loss: 0.0311481 | val_loss: 0.0311699 | Time: 2033.23 ms
[2021-05-16 22:59:31 main:574] : INFO : Epoch 1818 | loss: 0.031149 | val_loss: 0.0311705 | Time: 2053.44 ms
[2021-05-16 22:59:33 main:574] : INFO : Epoch 1819 | loss: 0.0311514 | val_loss: 0.0311724 | Time: 2044.35 ms
[2021-05-16 22:59:35 main:574] : INFO : Epoch 1820 | loss: 0.0311492 | val_loss: 0.0311729 | Time: 2031.25 ms
[2021-05-16 22:59:37 main:574] : INFO : Epoch 1821 | loss: 0.0311478 | val_loss: 0.0311804 | Time: 2046.34 ms
[2021-05-16 22:59:39 main:574] : INFO : Epoch 1822 | loss: 0.0311542 | val_loss: 0.0311866 | Time: 2052.21 ms
[2021-05-16 22:59:41 main:574] : INFO : Epoch 1823 | loss: 0.0311515 | val_loss: 0.0311845 | Time: 2032.97 ms
[2021-05-16 22:59:44 main:574] : INFO : Epoch 1824 | loss: 0.0311484 | val_loss: 0.0311791 | Time: 2026.73 ms
[2021-05-16 22:59:46 main:574] : INFO : Epoch 1825 | loss: 0.0311483 | val_loss: 0.0311825 | Time: 2019.22 ms
[2021-05-16 22:59:48 main:574] : INFO : Epoch 1826 | loss: 0.0311496 | val_loss: 0.0311852 | Time: 2031.2 ms
[2021-05-16 22:59:50 main:574] : INFO : Epoch 1827 | loss: 0.0311488 | val_loss: 0.0311808 | Time: 2033.98 ms
[2021-05-16 22:59:52 main:574] : INFO : Epoch 1828 | loss: 0.0311497 | val_loss: 0.0311731 | Time: 2033.83 ms
[2021-05-16 22:59:54 main:574] : INFO : Epoch 1829 | loss: 0.0311459 | val_loss: 0.0311733 | Time: 2038.09 ms
[2021-05-16 22:59:56 main:574] : INFO : Epoch 1830 | loss: 0.0311444 | val_loss: 0.0311722 | Time: 2029.04 ms
[2021-05-16 22:59:58 main:574] : INFO : Epoch 1831 | loss: 0.0311456 | val_loss: 0.0311792 | Time: 2036.08 ms
[2021-05-16 23:00:00 main:574] : INFO : Epoch 1832 | loss: 0.0311463 | val_loss: 0.0311826 | Time: 2047.44 ms
[2021-05-16 23:00:02 main:574] : INFO : Epoch 1833 | loss: 0.0311476 | val_loss: 0.0311758 | Time: 2044.63 ms
[2021-05-16 23:00:05 main:574] : INFO : Epoch 1834 | loss: 0.0311434 | val_loss: 0.0311745 | Time: 2274.58 ms
[2021-05-16 23:00:07 main:574] : INFO : Epoch 1835 | loss: 0.0311438 | val_loss: 0.0311763 | Time: 2098.93 ms
[2021-05-16 23:00:09 main:574] : INFO : Epoch 1836 | loss: 0.0311457 | val_loss: 0.0311736 | Time: 2030.93 ms
[2021-05-16 23:00:11 main:574] : INFO : Epoch 1837 | loss: 0.0311442 | val_loss: 0.0311796 | Time: 2053.7 ms
[2021-05-16 23:00:13 main:574] : INFO : Epoch 1838 | loss: 0.0311423 | val_loss: 0.0311763 | Time: 2023.56 ms
[2021-05-16 23:00:15 main:574] : INFO : Epoch 1839 | loss: 0.0311431 | val_loss: 0.0311775 | Time: 2033.43 ms
[2021-05-16 23:00:18 main:574] : INFO : Epoch 1840 | loss: 0.0311445 | val_loss: 0.0311747 | Time: 2039.03 ms
[2021-05-16 23:00:20 main:574] : INFO : Epoch 1841 | loss: 0.0311424 | val_loss: 0.0311779 | Time: 2049.7 ms
[2021-05-16 23:00:22 main:574] : INFO : Epoch 1842 | loss: 0.0311488 | val_loss: 0.0311762 | Time: 2024.47 ms
[2021-05-16 23:00:24 main:574] : INFO : Epoch 1843 | loss: 0.0311477 | val_loss: 0.0311736 | Time: 2044.94 ms
[2021-05-16 23:00:26 main:574] : INFO : Epoch 1844 | loss: 0.0311473 | val_loss: 0.0311736 | Time: 2044.94 ms
[2021-05-16 23:00:28 main:574] : INFO : Epoch 1845 | loss: 0.0311464 | val_loss: 0.0311748 | Time: 2019.48 ms
[2021-05-16 23:00:30 main:574] : INFO : Epoch 1846 | loss: 0.0311472 | val_loss: 0.0311737 | Time: 2023.37 ms
[2021-05-16 23:00:32 main:574] : INFO : Epoch 1847 | loss: 0.0311499 | val_loss: 0.0311724 | Time: 2046.67 ms
[2021-05-16 23:00:35 main:574] : INFO : Epoch 1848 | loss: 0.0311463 | val_loss: 0.0311719 | Time: 2098.32 ms
[2021-05-16 23:00:37 main:574] : INFO : Epoch 1849 | loss: 0.0311472 | val_loss: 0.031176 | Time: 2031.7 ms
[2021-05-16 23:00:39 main:574] : INFO : Epoch 1850 | loss: 0.0311466 | val_loss: 0.0311734 | Time: 2033.78 ms
[2021-05-16 23:00:41 main:574] : INFO : Epoch 1851 | loss: 0.0311469 | val_loss: 0.031174 | Time: 2033.41 ms
[2021-05-16 23:00:43 main:574] : INFO : Epoch 1852 | loss: 0.0311451 | val_loss: 0.0311756 | Time: 2040.83 ms
[2021-05-16 23:00:45 main:574] : INFO : Epoch 1853 | loss: 0.0311423 | val_loss: 0.0311735 | Time: 2036.86 ms
[2021-05-16 23:00:47 main:574] : INFO : Epoch 1854 | loss: 0.0311414 | val_loss: 0.0311762 | Time: 2040.4 ms
[2021-05-16 23:00:49 main:574] : INFO : Epoch 1855 | loss: 0.031145 | val_loss: 0.0311727 | Time: 2034.02 ms
[2021-05-16 23:00:51 main:574] : INFO : Epoch 1856 | loss: 0.0311451 | val_loss: 0.031179 | Time: 2018.73 ms
[2021-05-16 23:00:53 main:574] : INFO : Epoch 1857 | loss: 0.0311444 | val_loss: 0.031175 | Time: 2041.97 ms
[2021-05-16 23:00:56 main:574] : INFO : Epoch 1858 | loss: 0.0311435 | val_loss: 0.0311768 | Time: 2027.7 ms
[2021-05-16 23:00:58 main:574] : INFO : Epoch 1859 | loss: 0.0311478 | val_loss: 0.0311765 | Time: 2042.36 ms
[2021-05-16 23:01:00 main:574] : INFO : Epoch 1860 | loss: 0.0311464 | val_loss: 0.0311707 | Time: 2026.24 ms
[2021-05-16 23:01:02 main:574] : INFO : Epoch 1861 | loss: 0.0311492 | val_loss: 0.0311753 | Time: 2038.32 ms
[2021-05-16 23:01:04 main:574] : INFO : Epoch 1862 | loss: 0.0311475 | val_loss: 0.0311695 | Time: 2041.17 ms
[2021-05-16 23:01:06 main:574] : INFO : Epoch 1863 | loss: 0.0311495 | val_loss: 0.0311748 | Time: 2023.55 ms
[2021-05-16 23:01:08 main:574] : INFO : Epoch 1864 | loss: 0.0311504 | val_loss: 0.0311764 | Time: 2082.38 ms
[2021-05-16 23:01:10 main:574] : INFO : Epoch 1865 | loss: 0.0311494 | val_loss: 0.0311724 | Time: 2037.97 ms
[2021-05-16 23:01:13 main:574] : INFO : Epoch 1866 | loss: 0.0311493 | val_loss: 0.0311708 | Time: 2033.2 ms
[2021-05-16 23:01:15 main:574] : INFO : Epoch 1867 | loss: 0.0311503 | val_loss: 0.0311839 | Time: 2026.96 ms
[2021-05-16 23:01:17 main:574] : INFO : Epoch 1868 | loss: 0.0311489 | val_loss: 0.0311717 | Time: 2032.94 ms
[2021-05-16 23:01:19 main:574] : INFO : Epoch 1869 | loss: 0.0311446 | val_loss: 0.0311767 | Time: 2033.06 ms
[2021-05-16 23:01:21 main:574] : INFO : Epoch 1870 | loss: 0.0311451 | val_loss: 0.0311764 | Time: 2041.06 ms
[2021-05-16 23:01:23 main:574] : INFO : Epoch 1871 | loss: 0.0311464 | val_loss: 0.0311756 | Time: 2034.1 ms
[2021-05-16 23:01:25 main:574] : INFO : Epoch 1872 | loss: 0.0311465 | val_loss: 0.0311771 | Time: 2044.54 ms
[2021-05-16 23:01:27 main:574] : INFO : Epoch 1873 | loss: 0.0311533 | val_loss: 0.0311702 | Time: 2042.61 ms
[2021-05-16 23:01:29 main:574] : INFO : Epoch 1874 | loss: 0.0311542 | val_loss: 0.0311736 | Time: 2028.37 ms
[2021-05-16 23:01:32 main:574] : INFO : Epoch 1875 | loss: 0.0311541 | val_loss: 0.0311755 | Time: 2039.36 ms
[2021-05-16 23:01:34 main:574] : INFO : Epoch 1876 | loss: 0.0311511 | val_loss: 0.0311717 | Time: 2026.46 ms
[2021-05-16 23:01:36 main:574] : INFO : Epoch 1877 | loss: 0.0311496 | val_loss: 0.0311728 | Time: 2043.4 ms
[2021-05-16 23:01:38 main:574] : INFO : Epoch 1878 | loss: 0.0311501 | val_loss: 0.0311719 | Time: 2029.88 ms
[2021-05-16 23:01:40 main:574] : INFO : Epoch 1879 | loss: 0.0311499 | val_loss: 0.0311734 | Time: 2054.66 ms
[2021-05-16 23:01:42 main:574] : INFO : Epoch 1880 | loss: 0.0311491 | val_loss: 0.0311725 | Time: 2050.69 ms
[2021-05-16 23:01:44 main:574] : INFO : Epoch 1881 | loss: 0.0311477 | val_loss: 0.0311733 | Time: 2049.39 ms
[2021-05-16 23:01:46 main:574] : INFO : Epoch 1882 | loss: 0.0311486 | val_loss: 0.031178 | Time: 2032.43 ms
[2021-05-16 23:01:49 main:574] : INFO : Epoch 1883 | loss: 0.0311462 | val_loss: 0.0311732 | Time: 2021.78 ms
[2021-05-16 23:01:51 main:574] : INFO : Epoch 1884 | loss: 0.0311465 | val_loss: 0.031171 | Time: 2047.57 ms
[2021-05-16 23:01:53 main:574] : INFO : Epoch 1885 | loss: 0.0311476 | val_loss: 0.0311785 | Time: 2054.4 ms
[2021-05-16 23:01:55 main:574] : INFO : Epoch 1886 | loss: 0.0311455 | val_loss: 0.0311691 | Time: 2037.88 ms
[2021-05-16 23:01:57 main:574] : INFO : Epoch 1887 | loss: 0.0311455 | val_loss: 0.0311735 | Time: 2021.57 ms
[2021-05-16 23:01:59 main:574] : INFO : Epoch 1888 | loss: 0.0311521 | val_loss: 0.0311771 | Time: 2040.4 ms
[2021-05-16 23:02:01 main:574] : INFO : Epoch 1889 | loss: 0.0311453 | val_loss: 0.0311813 | Time: 2027.99 ms
[2021-05-16 23:02:03 main:574] : INFO : Epoch 1890 | loss: 0.0311454 | val_loss: 0.0311786 | Time: 2059.9 ms
[2021-05-16 23:02:05 main:574] : INFO : Epoch 1891 | loss: 0.0311466 | val_loss: 0.031171 | Time: 2031 ms
[2021-05-16 23:02:08 main:574] : INFO : Epoch 1892 | loss: 0.0311485 | val_loss: 0.0311823 | Time: 2037.77 ms
[2021-05-16 23:02:10 main:574] : INFO : Epoch 1893 | loss: 0.0311483 | val_loss: 0.0311779 | Time: 2045.58 ms
[2021-05-16 23:02:12 main:574] : INFO : Epoch 1894 | loss: 0.0311474 | val_loss: 0.0311843 | Time: 2032.23 ms
[2021-05-16 23:02:14 main:574] : INFO : Epoch 1895 | loss: 0.031149 | val_loss: 0.0311751 | Time: 2041.56 ms
[2021-05-16 23:02:16 main:574] : INFO : Epoch 1896 | loss: 0.0311518 | val_loss: 0.0311803 | Time: 2029.23 ms
[2021-05-16 23:02:18 main:574] : INFO : Epoch 1897 | loss: 0.0311498 | val_loss: 0.0311747 | Time: 2018.47 ms
[2021-05-16 23:02:20 main:574] : INFO : Epoch 1898 | loss: 0.031148 | val_loss: 0.0311935 | Time: 2041.42 ms
[2021-05-16 23:02:22 main:574] : INFO : Epoch 1899 | loss: 0.0311496 | val_loss: 0.0311712 | Time: 2027.76 ms
[2021-05-16 23:02:24 main:574] : INFO : Epoch 1900 | loss: 0.0311461 | val_loss: 0.0311712 | Time: 2050.89 ms
[2021-05-16 23:02:26 main:574] : INFO : Epoch 1901 | loss: 0.0311431 | val_loss: 0.0311763 | Time: 2020.95 ms
[2021-05-16 23:02:29 main:574] : INFO : Epoch 1902 | loss: 0.031141 | val_loss: 0.0311717 | Time: 2043.83 ms
[2021-05-16 23:02:31 main:574] : INFO : Epoch 1903 | loss: 0.031143 | val_loss: 0.0311742 | Time: 2033.15 ms
[2021-05-16 23:02:33 main:574] : INFO : Epoch 1904 | loss: 0.0311456 | val_loss: 0.0311709 | Time: 2054.24 ms
[2021-05-16 23:02:35 main:574] : INFO : Epoch 1905 | loss: 0.0311444 | val_loss: 0.031187 | Time: 2039.28 ms
[2021-05-16 23:02:37 main:574] : INFO : Epoch 1906 | loss: 0.0311436 | val_loss: 0.0311743 | Time: 2042.32 ms
[2021-05-16 23:02:39 main:574] : INFO : Epoch 1907 | loss: 0.0311382 | val_loss: 0.0311721 | Time: 2040.09 ms
[2021-05-16 23:02:41 main:574] : INFO : Epoch 1908 | loss: 0.0311391 | val_loss: 0.0311802 | Time: 2025.51 ms
[2021-05-16 23:02:43 main:574] : INFO : Epoch 1909 | loss: 0.031139 | val_loss: 0.0311735 | Time: 2038.42 ms
[2021-05-16 23:02:46 main:574] : INFO : Epoch 1910 | loss: 0.0311474 | val_loss: 0.0311776 | Time: 2034.26 ms
[2021-05-16 23:02:48 main:574] : INFO : Epoch 1911 | loss: 0.0311469 | val_loss: 0.0311728 | Time: 2027.4 ms
[2021-05-16 23:02:50 main:574] : INFO : Epoch 1912 | loss: 0.0311495 | val_loss: 0.0311759 | Time: 2056.47 ms
[2021-05-16 23:02:52 main:574] : INFO : Epoch 1913 | loss: 0.0311473 | val_loss: 0.0311737 | Time: 2011.57 ms
[2021-05-16 23:02:54 main:574] : INFO : Epoch 1914 | loss: 0.0311448 | val_loss: 0.031175 | Time: 2021.8 ms
[2021-05-16 23:02:56 main:574] : INFO : Epoch 1915 | loss: 0.0311467 | val_loss: 0.031172 | Time: 2043.39 ms
[2021-05-16 23:02:58 main:574] : INFO : Epoch 1916 | loss: 0.0311445 | val_loss: 0.0311755 | Time: 2057.76 ms
[2021-05-16 23:03:00 main:574] : INFO : Epoch 1917 | loss: 0.031145 | val_loss: 0.031173 | Time: 2008.14 ms
[2021-05-16 23:03:02 main:574] : INFO : Epoch 1918 | loss: 0.031144 | val_loss: 0.0311737 | Time: 2049.04 ms
[2021-05-16 23:03:04 main:574] : INFO : Epoch 1919 | loss: 0.0311429 | val_loss: 0.0311694 | Time: 2047.55 ms
[2021-05-16 23:03:07 main:574] : INFO : Epoch 1920 | loss: 0.0311505 | val_loss: 0.0311708 | Time: 2036.02 ms
[2021-05-16 23:03:09 main:574] : INFO : Epoch 1921 | loss: 0.0311505 | val_loss: 0.0311695 | Time: 2024.36 ms
[2021-05-16 23:03:11 main:574] : INFO : Epoch 1922 | loss: 0.0311482 | val_loss: 0.0311722 | Time: 2040.11 ms
[2021-05-16 23:03:13 main:574] : INFO : Epoch 1923 | loss: 0.0311489 | val_loss: 0.0311779 | Time: 2045.75 ms
[2021-05-16 23:03:15 main:574] : INFO : Epoch 1924 | loss: 0.0311506 | val_loss: 0.0311692 | Time: 2031.22 ms
[2021-05-16 23:03:17 main:574] : INFO : Epoch 1925 | loss: 0.0311506 | val_loss: 0.0311677 | Time: 2026.73 ms
[2021-05-16 23:03:19 main:574] : INFO : Epoch 1926 | loss: 0.0311456 | val_loss: 0.0311679 | Time: 2041.46 ms
[2021-05-16 23:03:21 main:574] : INFO : Epoch 1927 | loss: 0.0311464 | val_loss: 0.0311714 | Time: 2024.56 ms
[2021-05-16 23:03:23 main:574] : INFO : Epoch 1928 | loss: 0.031147 | val_loss: 0.0311692 | Time: 2039.82 ms
[2021-05-16 23:03:26 main:574] : INFO : Epoch 1929 | loss: 0.0311477 | val_loss: 0.0311718 | Time: 2024.92 ms
[2021-05-16 23:03:28 main:574] : INFO : Epoch 1930 | loss: 0.0311462 | val_loss: 0.0311696 | Time: 2058.77 ms
[2021-05-16 23:03:30 main:574] : INFO : Epoch 1931 | loss: 0.031144 | val_loss: 0.0311749 | Time: 2033.66 ms
[2021-05-16 23:03:32 main:574] : INFO : Epoch 1932 | loss: 0.0311446 | val_loss: 0.0311799 | Time: 2058.14 ms
[2021-05-16 23:03:34 main:574] : INFO : Epoch 1933 | loss: 0.0311459 | val_loss: 0.0311727 | Time: 2042.7 ms
[2021-05-16 23:03:36 main:574] : INFO : Epoch 1934 | loss: 0.0311423 | val_loss: 0.031172 | Time: 2026.04 ms
[2021-05-16 23:03:38 main:574] : INFO : Epoch 1935 | loss: 0.0311462 | val_loss: 0.0311751 | Time: 2037.59 ms
[2021-05-16 23:03:41 main:574] : INFO : Epoch 1936 | loss: 0.0311511 | val_loss: 0.0311683 | Time: 2068.93 ms
[2021-05-16 23:03:43 main:574] : INFO : Epoch 1937 | loss: 0.0311467 | val_loss: 0.0311691 | Time: 2020.24 ms
[2021-05-16 23:03:45 main:574] : INFO : Epoch 1938 | loss: 0.0311441 | val_loss: 0.0311682 | Time: 2014.41 ms
[2021-05-16 23:03:47 main:574] : INFO : Epoch 1939 | loss: 0.0311426 | val_loss: 0.0311674 | Time: 2039.06 ms
[2021-05-16 23:03:49 main:574] : INFO : Epoch 1940 | loss: 0.0311405 | val_loss: 0.0311714 | Time: 2051.39 ms
[2021-05-16 23:03:51 main:574] : INFO : Epoch 1941 | loss: 0.0311407 | val_loss: 0.0311687 | Time: 2025.92 ms
[2021-05-16 23:03:53 main:574] : INFO : Epoch 1942 | loss: 0.0311412 | val_loss: 0.0311674 | Time: 2042.35 ms
[2021-05-16 23:03:55 main:574] : INFO : Epoch 1943 | loss: 0.0311406 | val_loss: 0.0311709 | Time: 2037.24 ms
[2021-05-16 23:03:57 main:574] : INFO : Epoch 1944 | loss: 0.0311422 | val_loss: 0.0311742 | Time: 2023.78 ms
[2021-05-16 23:04:00 main:574] : INFO : Epoch 1945 | loss: 0.0311432 | val_loss: 0.0311698 | Time: 2034.57 ms
[2021-05-16 23:04:02 main:574] : INFO : Epoch 1946 | loss: 0.0311419 | val_loss: 0.0311783 | Time: 2033.55 ms
[2021-05-16 23:04:04 main:574] : INFO : Epoch 1947 | loss: 0.0311441 | val_loss: 0.0311711 | Time: 2039.78 ms
[2021-05-16 23:04:06 main:574] : INFO : Epoch 1948 | loss: 0.03114 | val_loss: 0.0311743 | Time: 2012.87 ms
[2021-05-16 23:04:08 main:574] : INFO : Epoch 1949 | loss: 0.0311414 | val_loss: 0.0311794 | Time: 2048.84 ms
[2021-05-16 23:04:10 main:574] : INFO : Epoch 1950 | loss: 0.0311471 | val_loss: 0.0311788 | Time: 2034.15 ms
[2021-05-16 23:04:12 main:574] : INFO : Epoch 1951 | loss: 0.0311476 | val_loss: 0.0311694 | Time: 2064.65 ms
[2021-05-16 23:04:14 main:574] : INFO : Epoch 1952 | loss: 0.0311447 | val_loss: 0.0311761 | Time: 2053.07 ms
[2021-05-16 23:04:16 main:574] : INFO : Epoch 1953 | loss: 0.0311439 | val_loss: 0.0311696 | Time: 2028.54 ms
[2021-05-16 23:04:19 main:574] : INFO : Epoch 1954 | loss: 0.0311526 | val_loss: 0.0311822 | Time: 2041.48 ms
[2021-05-16 23:04:21 main:574] : INFO : Epoch 1955 | loss: 0.0311475 | val_loss: 0.0311692 | Time: 2030.05 ms
[2021-05-16 23:04:23 main:574] : INFO : Epoch 1956 | loss: 0.0311443 | val_loss: 0.0311704 | Time: 2029.36 ms
[2021-05-16 23:04:25 main:574] : INFO : Epoch 1957 | loss: 0.0311444 | val_loss: 0.0311688 | Time: 2052.04 ms
[2021-05-16 23:04:27 main:574] : INFO : Epoch 1958 | loss: 0.0311401 | val_loss: 0.0311727 | Time: 2024.27 ms
[2021-05-16 23:04:29 main:574] : INFO : Epoch 1959 | loss: 0.0311423 | val_loss: 0.0311711 | Time: 2041.41 ms
[2021-05-16 23:04:31 main:574] : INFO : Epoch 1960 | loss: 0.0311398 | val_loss: 0.0311705 | Time: 2022.67 ms
[2021-05-16 23:04:33 main:574] : INFO : Epoch 1961 | loss: 0.0311419 | val_loss: 0.0311687 | Time: 2039.11 ms
[2021-05-16 23:04:35 main:574] : INFO : Epoch 1962 | loss: 0.0311423 | val_loss: 0.031174 | Time: 2056.61 ms
[2021-05-16 23:04:38 main:574] : INFO : Epoch 1963 | loss: 0.0311396 | val_loss: 0.0311684 | Time: 2028.42 ms
[2021-05-16 23:04:40 main:574] : INFO : Epoch 1964 | loss: 0.0311378 | val_loss: 0.0311713 | Time: 2043.49 ms
[2021-05-16 23:04:42 main:574] : INFO : Epoch 1965 | loss: 0.0311394 | val_loss: 0.0311724 | Time: 2038.41 ms
[2021-05-16 23:04:44 main:574] : INFO : Epoch 1966 | loss: 0.0311437 | val_loss: 0.0311816 | Time: 2048.1 ms
[2021-05-16 23:04:46 main:574] : INFO : Epoch 1967 | loss: 0.0311499 | val_loss: 0.0311744 | Time: 2033.51 ms
[2021-05-16 23:04:48 main:574] : INFO : Epoch 1968 | loss: 0.0311536 | val_loss: 0.0312 | Time: 2028.03 ms
[2021-05-16 23:04:50 main:574] : INFO : Epoch 1969 | loss: 0.0311502 | val_loss: 0.0311761 | Time: 2027.66 ms
[2021-05-16 23:04:52 main:574] : INFO : Epoch 1970 | loss: 0.0311436 | val_loss: 0.0311816 | Time: 2047.15 ms
[2021-05-16 23:04:54 main:574] : INFO : Epoch 1971 | loss: 0.0311428 | val_loss: 0.0311692 | Time: 2046.97 ms
[2021-05-16 23:04:57 main:574] : INFO : Epoch 1972 | loss: 0.0311416 | val_loss: 0.0311781 | Time: 2064.13 ms
[2021-05-16 23:04:59 main:574] : INFO : Epoch 1973 | loss: 0.0311465 | val_loss: 0.0311696 | Time: 2024.78 ms
[2021-05-16 23:05:01 main:574] : INFO : Epoch 1974 | loss: 0.0311463 | val_loss: 0.0311713 | Time: 2028.57 ms
[2021-05-16 23:05:03 main:574] : INFO : Epoch 1975 | loss: 0.0311458 | val_loss: 0.0311736 | Time: 2033.6 ms
[2021-05-16 23:05:05 main:574] : INFO : Epoch 1976 | loss: 0.0311462 | val_loss: 0.0311733 | Time: 2029.77 ms
[2021-05-16 23:05:07 main:574] : INFO : Epoch 1977 | loss: 0.0311439 | val_loss: 0.031169 | Time: 2041.37 ms
[2021-05-16 23:05:09 main:574] : INFO : Epoch 1978 | loss: 0.0311453 | val_loss: 0.0311693 | Time: 2025.44 ms
[2021-05-16 23:05:11 main:574] : INFO : Epoch 1979 | loss: 0.0311432 | val_loss: 0.0311741 | Time: 2031.14 ms
[2021-05-16 23:05:13 main:574] : INFO : Epoch 1980 | loss: 0.0311506 | val_loss: 0.0311697 | Time: 2045.6 ms
[2021-05-16 23:05:15 main:574] : INFO : Epoch 1981 | loss: 0.0311468 | val_loss: 0.0311727 | Time: 2020.51 ms
[2021-05-16 23:05:18 main:574] : INFO : Epoch 1982 | loss: 0.0311441 | val_loss: 0.0311707 | Time: 2042.79 ms
[2021-05-16 23:05:20 main:574] : INFO : Epoch 1983 | loss: 0.031148 | val_loss: 0.0311706 | Time: 2052.89 ms
[2021-05-16 23:05:22 main:574] : INFO : Epoch 1984 | loss: 0.0311458 | val_loss: 0.0311724 | Time: 2044.16 ms
[2021-05-16 23:05:24 main:574] : INFO : Epoch 1985 | loss: 0.0311427 | val_loss: 0.0311754 | Time: 2053.22 ms
[2021-05-16 23:05:26 main:574] : INFO : Epoch 1986 | loss: 0.0311472 | val_loss: 0.0311741 | Time: 2029.23 ms
[2021-05-16 23:05:28 main:574] : INFO : Epoch 1987 | loss: 0.0311502 | val_loss: 0.0311697 | Time: 2041.77 ms
[2021-05-16 23:05:30 main:574] : INFO : Epoch 1988 | loss: 0.0311433 | val_loss: 0.0311722 | Time: 2021.58 ms
[2021-05-16 23:05:32 main:574] : INFO : Epoch 1989 | loss: 0.0311492 | val_loss: 0.0311705 | Time: 2041.14 ms
[2021-05-16 23:05:34 main:574] : INFO : Epoch 1990 | loss: 0.0311467 | val_loss: 0.0311725 | Time: 2046.71 ms
[2021-05-16 23:05:37 main:574] : INFO : Epoch 1991 | loss: 0.0311475 | val_loss: 0.0311713 | Time: 2044.83 ms
[2021-05-16 23:05:39 main:574] : INFO : Epoch 1992 | loss: 0.0311496 | val_loss: 0.0311694 | Time: 2056.92 ms
[2021-05-16 23:05:41 main:574] : INFO : Epoch 1993 | loss: 0.0311418 | val_loss: 0.0311711 | Time: 2048.13 ms
[2021-05-16 23:05:43 main:574] : INFO : Epoch 1994 | loss: 0.0311393 | val_loss: 0.0311728 | Time: 2050.01 ms
[2021-05-16 23:05:45 main:574] : INFO : Epoch 1995 | loss: 0.0311406 | val_loss: 0.031176 | Time: 2407.7 ms
[2021-05-16 23:05:48 main:574] : INFO : Epoch 1996 | loss: 0.031142 | val_loss: 0.0311705 | Time: 2771.53 ms
[2021-05-16 23:05:51 main:574] : INFO : Epoch 1997 | loss: 0.0311419 | val_loss: 0.0311681 | Time: 2592 ms
[2021-05-16 23:05:53 main:574] : INFO : Epoch 1998 | loss: 0.0311393 | val_loss: 0.0311717 | Time: 2238.47 ms
[2021-05-16 23:05:56 main:574] : INFO : Epoch 1999 | loss: 0.0311437 | val_loss: 0.0311755 | Time: 2272.92 ms
[2021-05-16 23:05:58 main:574] : INFO : Epoch 2000 | loss: 0.0311451 | val_loss: 0.0311676 | Time: 2408.49 ms
[2021-05-16 23:06:01 main:574] : INFO : Epoch 2001 | loss: 0.0311434 | val_loss: 0.0311686 | Time: 2607.82 ms
[2021-05-16 23:06:03 main:574] : INFO : Epoch 2002 | loss: 0.0311388 | val_loss: 0.0311681 | Time: 2047.83 ms
[2021-05-16 23:06:05 main:574] : INFO : Epoch 2003 | loss: 0.031138 | val_loss: 0.0311705 | Time: 2121.53 ms
[2021-05-16 23:06:07 main:574] : INFO : Epoch 2004 | loss: 0.0311416 | val_loss: 0.0311697 | Time: 2052.14 ms
[2021-05-16 23:06:09 main:574] : INFO : Epoch 2005 | loss: 0.0311388 | val_loss: 0.0311701 | Time: 2051.71 ms
[2021-05-16 23:06:11 main:574] : INFO : Epoch 2006 | loss: 0.0311432 | val_loss: 0.0311751 | Time: 2055.53 ms
[2021-05-16 23:06:13 main:574] : INFO : Epoch 2007 | loss: 0.0311436 | val_loss: 0.0311705 | Time: 2036.72 ms
[2021-05-16 23:06:16 main:574] : INFO : Epoch 2008 | loss: 0.0311421 | val_loss: 0.0311689 | Time: 2043.15 ms
[2021-05-16 23:06:18 main:574] : INFO : Epoch 2009 | loss: 0.0311421 | val_loss: 0.0311697 | Time: 2049.39 ms
[2021-05-16 23:06:20 main:574] : INFO : Epoch 2010 | loss: 0.0311414 | val_loss: 0.0311665 | Time: 2036.25 ms
[2021-05-16 23:06:22 main:574] : INFO : Epoch 2011 | loss: 0.031141 | val_loss: 0.0311743 | Time: 2049.69 ms
[2021-05-16 23:06:24 main:574] : INFO : Epoch 2012 | loss: 0.0311412 | val_loss: 0.0311734 | Time: 2037.08 ms
[2021-05-16 23:06:26 main:574] : INFO : Epoch 2013 | loss: 0.0311491 | val_loss: 0.0311746 | Time: 2030.54 ms
[2021-05-16 23:06:28 main:574] : INFO : Epoch 2014 | loss: 0.031145 | val_loss: 0.0311709 | Time: 2058.15 ms
[2021-05-16 23:06:30 main:574] : INFO : Epoch 2015 | loss: 0.0311428 | val_loss: 0.0311717 | Time: 2052.1 ms
[2021-05-16 23:06:33 main:574] : INFO : Epoch 2016 | loss: 0.03114 | val_loss: 0.0311704 | Time: 2037.26 ms
[2021-05-16 23:06:35 main:574] : INFO : Epoch 2017 | loss: 0.0311429 | val_loss: 0.0311665 | Time: 2065.65 ms
[2021-05-16 23:06:37 main:574] : INFO : Epoch 2018 | loss: 0.0311415 | val_loss: 0.03117 | Time: 2035.59 ms
[2021-05-16 23:06:39 main:574] : INFO : Epoch 2019 | loss: 0.0311408 | val_loss: 0.0311727 | Time: 2054.45 ms
[2021-05-16 23:06:41 main:574] : INFO : Epoch 2020 | loss: 0.0311391 | val_loss: 0.0311727 | Time: 2025.05 ms
[2021-05-16 23:06:43 main:574] : INFO : Epoch 2021 | loss: 0.0311464 | val_loss: 0.0311712 | Time: 2038.41 ms
[2021-05-16 23:06:45 main:574] : INFO : Epoch 2022 | loss: 0.0311514 | val_loss: 0.0311725 | Time: 2051.58 ms
[2021-05-16 23:06:47 main:574] : INFO : Epoch 2023 | loss: 0.0311506 | val_loss: 0.0311743 | Time: 2043.06 ms
[2021-05-16 23:06:49 main:574] : INFO : Epoch 2024 | loss: 0.03115 | val_loss: 0.0311717 | Time: 2055.07 ms
[2021-05-16 23:06:52 main:574] : INFO : Epoch 2025 | loss: 0.0311481 | val_loss: 0.0311739 | Time: 2032.59 ms
[2021-05-16 23:06:54 main:574] : INFO : Epoch 2026 | loss: 0.0311468 | val_loss: 0.0311837 | Time: 2043.14 ms
[2021-05-16 23:06:56 main:574] : INFO : Epoch 2027 | loss: 0.031148 | val_loss: 0.0311731 | Time: 2030.14 ms
[2021-05-16 23:06:58 main:574] : INFO : Epoch 2028 | loss: 0.0311465 | val_loss: 0.0311717 | Time: 2086.39 ms
[2021-05-16 23:07:00 main:574] : INFO : Epoch 2029 | loss: 0.0311463 | val_loss: 0.0311739 | Time: 2066.43 ms
[2021-05-16 23:07:02 main:574] : INFO : Epoch 2030 | loss: 0.0311423 | val_loss: 0.0311724 | Time: 2031.95 ms
[2021-05-16 23:07:04 main:574] : INFO : Epoch 2031 | loss: 0.0311418 | val_loss: 0.031171 | Time: 2019.65 ms
[2021-05-16 23:07:06 main:574] : INFO : Epoch 2032 | loss: 0.0311432 | val_loss: 0.0311682 | Time: 2031.04 ms
[2021-05-16 23:07:08 main:574] : INFO : Epoch 2033 | loss: 0.0311407 | val_loss: 0.0311687 | Time: 2030.7 ms
[2021-05-16 23:07:11 main:574] : INFO : Epoch 2034 | loss: 0.0311388 | val_loss: 0.0311729 | Time: 2050.9 ms
[2021-05-16 23:07:13 main:574] : INFO : Epoch 2035 | loss: 0.031141 | val_loss: 0.031173 | Time: 2006.63 ms
[2021-05-16 23:07:15 main:574] : INFO : Epoch 2036 | loss: 0.0311401 | val_loss: 0.0311643 | Time: 2030.12 ms
[2021-05-16 23:07:17 main:574] : INFO : Epoch 2037 | loss: 0.0311406 | val_loss: 0.0311665 | Time: 2035.78 ms
[2021-05-16 23:07:19 main:574] : INFO : Epoch 2038 | loss: 0.0311423 | val_loss: 0.0311794 | Time: 2020.5 ms
[2021-05-16 23:07:21 main:574] : INFO : Epoch 2039 | loss: 0.0311448 | val_loss: 0.0311659 | Time: 2032.97 ms
[2021-05-16 23:07:23 main:574] : INFO : Epoch 2040 | loss: 0.0311394 | val_loss: 0.0311688 | Time: 2031.19 ms
[2021-05-16 23:07:25 main:574] : INFO : Epoch 2041 | loss: 0.0311409 | val_loss: 0.0311715 | Time: 2034.64 ms
[2021-05-16 23:07:27 main:574] : INFO : Epoch 2042 | loss: 0.0311373 | val_loss: 0.0311707 | Time: 2013.67 ms
[2021-05-16 23:07:30 main:574] : INFO : Epoch 2043 | loss: 0.0311405 | val_loss: 0.0311733 | Time: 2028.75 ms
[2021-05-16 23:07:32 main:574] : INFO : Epoch 2044 | loss: 0.0311412 | val_loss: 0.0311662 | Time: 2041.41 ms
[2021-05-16 23:07:34 main:574] : INFO : Epoch 2045 | loss: 0.0311393 | val_loss: 0.031175 | Time: 2030.15 ms
[2021-05-16 23:07:36 main:574] : INFO : Epoch 2046 | loss: 0.0311392 | val_loss: 0.0311712 | Time: 2024.32 ms
[2021-05-16 23:07:38 main:574] : INFO : Epoch 2047 | loss: 0.0311403 | val_loss: 0.031172 | Time: 2033.51 ms
[2021-05-16 23:07:40 main:574] : INFO : Epoch 2048 | loss: 0.0311418 | val_loss: 0.031172 | Time: 2031.36 ms
[2021-05-16 23:07:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031172
[2021-05-16 23:07:40 main:603] : INFO : Saving end state to config to file
[2021-05-16 23:07:40 main:608] : INFO : Success, exiting..
23:07:40 (9992): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)