Task 5169488
| Name | ParityModified-1619232504-16433-3_0 |
| Workunit | 3106197 |
| Created | 9 May 2021, 12:59:34 UTC |
| Sent | 17 May 2021, 11:23:54 UTC |
| Report deadline | 24 May 2021, 11:23:54 UTC |
| Received | 18 May 2021, 5:45:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 13 min 44 sec |
| CPU time | 1 hours 10 min 30 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 | 3.59 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: 0.0311598 | val_loss: 0.0311688 | Time: 2034.41 ms
[2021-05-18 12:09:15 main:574] : INFO : Epoch 1543 | loss: 0.0311603 | val_loss: 0.031177 | Time: 2051.91 ms
[2021-05-18 12:09:17 main:574] : INFO : Epoch 1544 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 2046.19 ms
[2021-05-18 12:09:19 main:574] : INFO : Epoch 1545 | loss: 0.0311596 | val_loss: 0.0311726 | Time: 2036.7 ms
[2021-05-18 12:09:21 main:574] : INFO : Epoch 1546 | loss: 0.0311636 | val_loss: 0.0311676 | Time: 2027.01 ms
[2021-05-18 12:09:23 main:574] : INFO : Epoch 1547 | loss: 0.0311638 | val_loss: 0.031172 | Time: 2025.13 ms
[2021-05-18 12:09:26 main:574] : INFO : Epoch 1548 | loss: 0.0311629 | val_loss: 0.0311693 | Time: 2060.75 ms
[2021-05-18 12:09:28 main:574] : INFO : Epoch 1549 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 2050.38 ms
[2021-05-18 12:09:30 main:574] : INFO : Epoch 1550 | loss: 0.0311615 | val_loss: 0.031169 | Time: 2039.18 ms
[2021-05-18 12:09:32 main:574] : INFO : Epoch 1551 | loss: 0.0311603 | val_loss: 0.0311689 | Time: 2048.57 ms
[2021-05-18 12:09:34 main:574] : INFO : Epoch 1552 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 2035.23 ms
[2021-05-18 12:09:36 main:574] : INFO : Epoch 1553 | loss: 0.0311626 | val_loss: 0.0311712 | Time: 2057.34 ms
[2021-05-18 12:09:38 main:574] : INFO : Epoch 1554 | loss: 0.0311631 | val_loss: 0.0311673 | Time: 2035.54 ms
[2021-05-18 12:09:40 main:574] : INFO : Epoch 1555 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 2052.97 ms
[2021-05-18 12:09:42 main:574] : INFO : Epoch 1556 | loss: 0.0311616 | val_loss: 0.031171 | Time: 2024.29 ms
[2021-05-18 12:09:45 main:574] : INFO : Epoch 1557 | loss: 0.0311626 | val_loss: 0.0311716 | Time: 2055.32 ms
[2021-05-18 12:09:47 main:574] : INFO : Epoch 1558 | loss: 0.0311626 | val_loss: 0.0311688 | Time: 2040.13 ms
[2021-05-18 12:09:49 main:574] : INFO : Epoch 1559 | loss: 0.031161 | val_loss: 0.0311696 | Time: 2073.97 ms
[2021-05-18 12:09:51 main:574] : INFO : Epoch 1560 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 2025.46 ms
[2021-05-18 12:09:53 main:574] : INFO : Epoch 1561 | loss: 0.0311655 | val_loss: 0.0311723 | Time: 2035.98 ms
[2021-05-18 12:09:55 main:574] : INFO : Epoch 1562 | loss: 0.0311608 | val_loss: 0.0311671 | Time: 2036.01 ms
[2021-05-18 12:09:57 main:574] : INFO : Epoch 1563 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 2020.61 ms
[2021-05-18 12:09:59 main:574] : INFO : Epoch 1564 | loss: 0.0311596 | val_loss: 0.0311715 | Time: 2039.66 ms
[2021-05-18 12:10:01 main:574] : INFO : Epoch 1565 | loss: 0.0311605 | val_loss: 0.0311678 | Time: 2036.18 ms
[2021-05-18 12:10:04 main:574] : INFO : Epoch 1566 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 2034.39 ms
[2021-05-18 12:10:06 main:574] : INFO : Epoch 1567 | loss: 0.0311597 | val_loss: 0.0311695 | Time: 2036.77 ms
[2021-05-18 12:10:08 main:574] : INFO : Epoch 1568 | loss: 0.0311592 | val_loss: 0.0311709 | Time: 2049.97 ms
[2021-05-18 12:10:10 main:574] : INFO : Epoch 1569 | loss: 0.0311629 | val_loss: 0.0311712 | Time: 2077.19 ms
[2021-05-18 12:10:12 main:574] : INFO : Epoch 1570 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 2021.74 ms
[2021-05-18 12:10:14 main:574] : INFO : Epoch 1571 | loss: 0.0311648 | val_loss: 0.0311689 | Time: 2063.76 ms
[2021-05-18 12:10:16 main:574] : INFO : Epoch 1572 | loss: 0.0311629 | val_loss: 0.0311732 | Time: 2047.89 ms
[2021-05-18 12:10:18 main:574] : INFO : Epoch 1573 | loss: 0.0311609 | val_loss: 0.0311693 | Time: 2053.98 ms
[2021-05-18 12:10:20 main:574] : INFO : Epoch 1574 | loss: 0.031161 | val_loss: 0.0311697 | Time: 2039.81 ms
[2021-05-18 12:10:23 main:574] : INFO : Epoch 1575 | loss: 0.0311612 | val_loss: 0.0311701 | Time: 2033.19 ms
[2021-05-18 12:10:25 main:574] : INFO : Epoch 1576 | loss: 0.0311615 | val_loss: 0.0311714 | Time: 2053.8 ms
[2021-05-18 12:10:27 main:574] : INFO : Epoch 1577 | loss: 0.0311617 | val_loss: 0.0311681 | Time: 2048.04 ms
[2021-05-18 12:10:29 main:574] : INFO : Epoch 1578 | loss: 0.0311612 | val_loss: 0.0311685 | Time: 2052.72 ms
[2021-05-18 12:10:31 main:574] : INFO : Epoch 1579 | loss: 0.0311621 | val_loss: 0.0311736 | Time: 2040.29 ms
[2021-05-18 12:10:33 main:574] : INFO : Epoch 1580 | loss: 0.0311606 | val_loss: 0.0311707 | Time: 2043.54 ms
[2021-05-18 12:10:35 main:574] : INFO : Epoch 1581 | loss: 0.0311597 | val_loss: 0.0311708 | Time: 2038.16 ms
[2021-05-18 12:10:37 main:574] : INFO : Epoch 1582 | loss: 0.0311626 | val_loss: 0.0311763 | Time: 2060.29 ms
[2021-05-18 12:10:39 main:574] : INFO : Epoch 1583 | loss: 0.031164 | val_loss: 0.0311696 | Time: 2026.45 ms
[2021-05-18 12:10:42 main:574] : INFO : Epoch 1584 | loss: 0.0311593 | val_loss: 0.0311694 | Time: 2061.06 ms
[2021-05-18 12:10:44 main:574] : INFO : Epoch 1585 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 2031.11 ms
[2021-05-18 12:10:46 main:574] : INFO : Epoch 1586 | loss: 0.0311588 | val_loss: 0.0311709 | Time: 2044.52 ms
[2021-05-18 12:10:48 main:574] : INFO : Epoch 1587 | loss: 0.031163 | val_loss: 0.0311728 | Time: 2037.39 ms
[2021-05-18 12:10:50 main:574] : INFO : Epoch 1588 | loss: 0.0311727 | val_loss: 0.0311729 | Time: 2070.35 ms
[2021-05-18 12:10:52 main:574] : INFO : Epoch 1589 | loss: 0.0311723 | val_loss: 0.0311689 | Time: 2039.59 ms
[2021-05-18 12:10:54 main:574] : INFO : Epoch 1590 | loss: 0.03117 | val_loss: 0.0311684 | Time: 2037.45 ms
[2021-05-18 12:10:56 main:574] : INFO : Epoch 1591 | loss: 0.0311691 | val_loss: 0.031169 | Time: 2027.23 ms
[2021-05-18 12:10:58 main:574] : INFO : Epoch 1592 | loss: 0.0311686 | val_loss: 0.0311682 | Time: 2035.1 ms
[2021-05-18 12:11:01 main:574] : INFO : Epoch 1593 | loss: 0.0311688 | val_loss: 0.031171 | Time: 2041.22 ms
[2021-05-18 12:11:03 main:574] : INFO : Epoch 1594 | loss: 0.031167 | val_loss: 0.031168 | Time: 2053.84 ms
[2021-05-18 12:11:05 main:574] : INFO : Epoch 1595 | loss: 0.0311661 | val_loss: 0.0311696 | Time: 2033.01 ms
[2021-05-18 12:11:07 main:574] : INFO : Epoch 1596 | loss: 0.0311664 | val_loss: 0.0311684 | Time: 2037.82 ms
[2021-05-18 12:11:09 main:574] : INFO : Epoch 1597 | loss: 0.0311671 | val_loss: 0.0311677 | Time: 2035.56 ms
[2021-05-18 12:11:11 main:574] : INFO : Epoch 1598 | loss: 0.0311686 | val_loss: 0.0311692 | Time: 2036.76 ms
[2021-05-18 12:11:13 main:574] : INFO : Epoch 1599 | loss: 0.0311689 | val_loss: 0.0311685 | Time: 2051.99 ms
[2021-05-18 12:11:15 main:574] : INFO : Epoch 1600 | loss: 0.0311671 | val_loss: 0.0311689 | Time: 2042.05 ms
[2021-05-18 12:11:17 main:574] : INFO : Epoch 1601 | loss: 0.0311667 | val_loss: 0.0311679 | Time: 2034.21 ms
[2021-05-18 12:11:20 main:574] : INFO : Epoch 1602 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 2054.18 ms
[2021-05-18 12:11:22 main:574] : INFO : Epoch 1603 | loss: 0.0311646 | val_loss: 0.0311654 | Time: 2029.38 ms
[2021-05-18 12:11:24 main:574] : INFO : Epoch 1604 | loss: 0.031165 | val_loss: 0.0311672 | Time: 2035.41 ms
[2021-05-18 12:11:26 main:574] : INFO : Epoch 1605 | loss: 0.0311652 | val_loss: 0.0311669 | Time: 2038.74 ms
[2021-05-18 12:11:28 main:574] : INFO : Epoch 1606 | loss: 0.031166 | val_loss: 0.0311667 | Time: 2016.58 ms
[2021-05-18 12:11:30 main:574] : INFO : Epoch 1607 | loss: 0.0311647 | val_loss: 0.0311673 | Time: 2023.74 ms
[2021-05-18 12:11:32 main:574] : INFO : Epoch 1608 | loss: 0.0311665 | val_loss: 0.0311668 | Time: 2045.34 ms
[2021-05-18 12:11:34 main:574] : INFO : Epoch 1609 | loss: 0.0311652 | val_loss: 0.0311671 | Time: 2056.88 ms
[2021-05-18 12:11:36 main:574] : INFO : Epoch 1610 | loss: 0.0311638 | val_loss: 0.0311662 | Time: 2046.38 ms
[2021-05-18 12:11:39 main:574] : INFO : Epoch 1611 | loss: 0.0311648 | val_loss: 0.0311681 | Time: 2038.64 ms
[2021-05-18 12:11:41 main:574] : INFO : Epoch 1612 | loss: 0.0311656 | val_loss: 0.0311662 | Time: 2052.47 ms
[2021-05-18 12:11:43 main:574] : INFO : Epoch 1613 | loss: 0.0311653 | val_loss: 0.0311676 | Time: 2042.32 ms
[2021-05-18 12:11:45 main:574] : INFO : Epoch 1614 | loss: 0.0311653 | val_loss: 0.0311683 | Time: 2051.32 ms
[2021-05-18 12:11:47 main:574] : INFO : Epoch 1615 | loss: 0.0311644 | val_loss: 0.0311673 | Time: 2045.5 ms
[2021-05-18 12:11:49 main:574] : INFO : Epoch 1616 | loss: 0.0311637 | val_loss: 0.0311659 | Time: 2063.12 ms
[2021-05-18 12:11:51 main:574] : INFO : Epoch 1617 | loss: 0.0311667 | val_loss: 0.0311689 | Time: 2070.34 ms
[2021-05-18 12:11:53 main:574] : INFO : Epoch 1618 | loss: 0.0311646 | val_loss: 0.0311671 | Time: 2056.36 ms
[2021-05-18 12:11:55 main:574] : INFO : Epoch 1619 | loss: 0.0311617 | val_loss: 0.0311669 | Time: 2027.9 ms
[2021-05-18 12:11:58 main:574] : INFO : Epoch 1620 | loss: 0.0311633 | val_loss: 0.0311676 | Time: 2042.8 ms
[2021-05-18 12:12:00 main:574] : INFO : Epoch 1621 | loss: 0.0311625 | val_loss: 0.0311689 | Time: 2032.81 ms
[2021-05-18 12:12:02 main:574] : INFO : Epoch 1622 | loss: 0.0311624 | val_loss: 0.0311665 | Time: 2033.86 ms
[2021-05-18 12:12:04 main:574] : INFO : Epoch 1623 | loss: 0.031162 | val_loss: 0.031168 | Time: 2041.52 ms
[2021-05-18 12:12:06 main:574] : INFO : Epoch 1624 | loss: 0.0311644 | val_loss: 0.0311672 | Time: 2054.61 ms
[2021-05-18 12:12:08 main:574] : INFO : Epoch 1625 | loss: 0.0311614 | val_loss: 0.031169 | Time: 2035.64 ms
[2021-05-18 12:12:10 main:574] : INFO : Epoch 1626 | loss: 0.031162 | val_loss: 0.0311685 | Time: 2051.12 ms
[2021-05-18 12:12:13 main:574] : INFO : Epoch 1627 | loss: 0.031162 | val_loss: 0.0311718 | Time: 2046.72 ms
[2021-05-18 12:12:15 main:574] : INFO : Epoch 1628 | loss: 0.0311632 | val_loss: 0.0311672 | Time: 2057.53 ms
[2021-05-18 12:12:17 main:574] : INFO : Epoch 1629 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 2045.23 ms
[2021-05-18 12:12:19 main:574] : INFO : Epoch 1630 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 2042.12 ms
[2021-05-18 12:12:21 main:574] : INFO : Epoch 1631 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 2046.59 ms
[2021-05-18 12:12:23 main:574] : INFO : Epoch 1632 | loss: 0.031164 | val_loss: 0.0311721 | Time: 2022.11 ms
[2021-05-18 12:12:25 main:574] : INFO : Epoch 1633 | loss: 0.0311663 | val_loss: 0.0311728 | Time: 2045.2 ms
[2021-05-18 12:12:27 main:574] : INFO : Epoch 1634 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 2028.95 ms
[2021-05-18 12:12:29 main:574] : INFO : Epoch 1635 | loss: 0.0311638 | val_loss: 0.0311691 | Time: 2035.66 ms
[2021-05-18 12:12:32 main:574] : INFO : Epoch 1636 | loss: 0.0311619 | val_loss: 0.0311673 | Time: 2054.27 ms
[2021-05-18 12:12:34 main:574] : INFO : Epoch 1637 | loss: 0.0311619 | val_loss: 0.0311686 | Time: 2033.57 ms
[2021-05-18 12:12:36 main:574] : INFO : Epoch 1638 | loss: 0.0311657 | val_loss: 0.0311745 | Time: 2047.59 ms
[2021-05-18 12:12:38 main:574] : INFO : Epoch 1639 | loss: 0.0311642 | val_loss: 0.0311704 | Time: 2033.72 ms
[2021-05-18 12:12:40 main:574] : INFO : Epoch 1640 | loss: 0.0311618 | val_loss: 0.0311689 | Time: 2032.58 ms
[2021-05-18 12:12:42 main:574] : INFO : Epoch 1641 | loss: 0.031162 | val_loss: 0.0311713 | Time: 2031.85 ms
[2021-05-18 12:12:44 main:574] : INFO : Epoch 1642 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 2032.89 ms
[2021-05-18 12:12:46 main:574] : INFO : Epoch 1643 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 2024.57 ms
[2021-05-18 12:12:48 main:574] : INFO : Epoch 1644 | loss: 0.0311639 | val_loss: 0.0311698 | Time: 2054.9 ms
[2021-05-18 12:12:50 main:574] : INFO : Epoch 1645 | loss: 0.0311649 | val_loss: 0.031173 | Time: 2043.93 ms
[2021-05-18 12:12:53 main:574] : INFO : Epoch 1646 | loss: 0.0311652 | val_loss: 0.0311703 | Time: 2027.42 ms
[2021-05-18 12:12:55 main:574] : INFO : Epoch 1647 | loss: 0.0311653 | val_loss: 0.0311716 | Time: 2043.27 ms
[2021-05-18 12:12:57 main:574] : INFO : Epoch 1648 | loss: 0.0311707 | val_loss: 0.0311723 | Time: 2034.72 ms
[2021-05-18 12:12:59 main:574] : INFO : Epoch 1649 | loss: 0.0311714 | val_loss: 0.0311762 | Time: 2032.96 ms
[2021-05-18 12:13:01 main:574] : INFO : Epoch 1650 | loss: 0.031171 | val_loss: 0.0311754 | Time: 2079.73 ms
[2021-05-18 12:13:03 main:574] : INFO : Epoch 1651 | loss: 0.0311688 | val_loss: 0.0311705 | Time: 2084.53 ms
[2021-05-18 12:13:05 main:574] : INFO : Epoch 1652 | loss: 0.0311672 | val_loss: 0.0311719 | Time: 2047.73 ms
[2021-05-18 12:13:07 main:574] : INFO : Epoch 1653 | loss: 0.0311672 | val_loss: 0.0311713 | Time: 2020.66 ms
[2021-05-18 12:13:10 main:574] : INFO : Epoch 1654 | loss: 0.0311671 | val_loss: 0.0311706 | Time: 2027.37 ms
[2021-05-18 12:13:12 main:574] : INFO : Epoch 1655 | loss: 0.031166 | val_loss: 0.0311679 | Time: 2057.9 ms
[2021-05-18 12:13:14 main:574] : INFO : Epoch 1656 | loss: 0.0311645 | val_loss: 0.0311688 | Time: 2040.01 ms
[2021-05-18 12:13:16 main:574] : INFO : Epoch 1657 | loss: 0.0311643 | val_loss: 0.0311718 | Time: 2045.79 ms
[2021-05-18 12:13:18 main:574] : INFO : Epoch 1658 | loss: 0.0311667 | val_loss: 0.0311689 | Time: 2032.68 ms
[2021-05-18 12:13:20 main:574] : INFO : Epoch 1659 | loss: 0.0311659 | val_loss: 0.0311687 | Time: 2032.85 ms
[2021-05-18 12:13:22 main:574] : INFO : Epoch 1660 | loss: 0.0311658 | val_loss: 0.0311714 | Time: 2033.7 ms
[2021-05-18 12:13:24 main:574] : INFO : Epoch 1661 | loss: 0.0311659 | val_loss: 0.0311711 | Time: 2034.8 ms
[2021-05-18 12:13:26 main:574] : INFO : Epoch 1662 | loss: 0.0311651 | val_loss: 0.0311691 | Time: 2047.98 ms
[2021-05-18 12:13:29 main:574] : INFO : Epoch 1663 | loss: 0.0311641 | val_loss: 0.0311687 | Time: 2006.96 ms
[2021-05-18 12:13:31 main:574] : INFO : Epoch 1664 | loss: 0.031167 | val_loss: 0.0311736 | Time: 2035.83 ms
[2021-05-18 12:13:33 main:574] : INFO : Epoch 1665 | loss: 0.0311671 | val_loss: 0.0311705 | Time: 2063.59 ms
[2021-05-18 12:13:35 main:574] : INFO : Epoch 1666 | loss: 0.031167 | val_loss: 0.0311714 | Time: 2041.2 ms
[2021-05-18 12:13:37 main:574] : INFO : Epoch 1667 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 2036.9 ms
[2021-05-18 12:13:39 main:574] : INFO : Epoch 1668 | loss: 0.031166 | val_loss: 0.0311736 | Time: 2043.99 ms
[2021-05-18 12:13:41 main:574] : INFO : Epoch 1669 | loss: 0.0311663 | val_loss: 0.0311684 | Time: 2032.55 ms
[2021-05-18 12:13:43 main:574] : INFO : Epoch 1670 | loss: 0.0311643 | val_loss: 0.0311694 | Time: 2039.99 ms
[2021-05-18 12:13:45 main:574] : INFO : Epoch 1671 | loss: 0.0311636 | val_loss: 0.0311684 | Time: 2056.57 ms
[2021-05-18 12:13:48 main:574] : INFO : Epoch 1672 | loss: 0.0311642 | val_loss: 0.0311677 | Time: 2030.93 ms
[2021-05-18 12:13:50 main:574] : INFO : Epoch 1673 | loss: 0.0311632 | val_loss: 0.031169 | Time: 2038.92 ms
[2021-05-18 12:13:52 main:574] : INFO : Epoch 1674 | loss: 0.0311634 | val_loss: 0.0311679 | Time: 2039.56 ms
[2021-05-18 12:13:54 main:574] : INFO : Epoch 1675 | loss: 0.0311627 | val_loss: 0.0311682 | Time: 2036.2 ms
[2021-05-18 12:13:56 main:574] : INFO : Epoch 1676 | loss: 0.0311626 | val_loss: 0.0311687 | Time: 2041.68 ms
[2021-05-18 12:13:58 main:574] : INFO : Epoch 1677 | loss: 0.031163 | val_loss: 0.0311707 | Time: 2049.4 ms
[2021-05-18 12:14:00 main:574] : INFO : Epoch 1678 | loss: 0.031163 | val_loss: 0.0311713 | Time: 2037.52 ms
[2021-05-18 12:14:02 main:574] : INFO : Epoch 1679 | loss: 0.0311637 | val_loss: 0.03117 | Time: 2060.55 ms
[2021-05-18 12:14:05 main:574] : INFO : Epoch 1680 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 2063.07 ms
[2021-05-18 12:14:07 main:574] : INFO : Epoch 1681 | loss: 0.0311631 | val_loss: 0.0311735 | Time: 2046.56 ms
[2021-05-18 12:14:09 main:574] : INFO : Epoch 1682 | loss: 0.031164 | val_loss: 0.0311719 | Time: 2030.42 ms
[2021-05-18 12:14:11 main:574] : INFO : Epoch 1683 | loss: 0.0311635 | val_loss: 0.0311715 | Time: 2055.52 ms
[2021-05-18 12:14:13 main:574] : INFO : Epoch 1684 | loss: 0.0311639 | val_loss: 0.0311706 | Time: 2027.36 ms
[2021-05-18 12:14:15 main:574] : INFO : Epoch 1685 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 2042.67 ms
[2021-05-18 12:14:17 main:574] : INFO : Epoch 1686 | loss: 0.0311638 | val_loss: 0.0311751 | Time: 2041.79 ms
[2021-05-18 12:14:19 main:574] : INFO : Epoch 1687 | loss: 0.0311719 | val_loss: 0.0311749 | Time: 2052.19 ms
[2021-05-18 12:14:21 main:574] : INFO : Epoch 1688 | loss: 0.0311751 | val_loss: 0.0311915 | Time: 2021.96 ms
[2021-05-18 12:14:24 main:574] : INFO : Epoch 1689 | loss: 0.0311752 | val_loss: 0.0311836 | Time: 2027.7 ms
[2021-05-18 12:14:26 main:574] : INFO : Epoch 1690 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 2053.84 ms
[2021-05-18 12:14:28 main:574] : INFO : Epoch 1691 | loss: 0.0311696 | val_loss: 0.031174 | Time: 2029.22 ms
[2021-05-18 12:14:30 main:574] : INFO : Epoch 1692 | loss: 0.0311683 | val_loss: 0.0311744 | Time: 2030.88 ms
[2021-05-18 12:14:32 main:574] : INFO : Epoch 1693 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 2055.91 ms
[2021-05-18 12:14:34 main:574] : INFO : Epoch 1694 | loss: 0.0311675 | val_loss: 0.0311698 | Time: 2029.5 ms
[2021-05-18 12:14:36 main:574] : INFO : Epoch 1695 | loss: 0.0311689 | val_loss: 0.0311721 | Time: 2024.28 ms
[2021-05-18 12:14:38 main:574] : INFO : Epoch 1696 | loss: 0.0311675 | val_loss: 0.0311727 | Time: 2047.47 ms
[2021-05-18 12:14:40 main:574] : INFO : Epoch 1697 | loss: 0.0311676 | val_loss: 0.0311697 | Time: 2047.1 ms
[2021-05-18 12:14:42 main:574] : INFO : Epoch 1698 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 2047.42 ms
[2021-05-18 12:14:45 main:574] : INFO : Epoch 1699 | loss: 0.0311639 | val_loss: 0.0311736 | Time: 2033.17 ms
[2021-05-18 12:14:47 main:574] : INFO : Epoch 1700 | loss: 0.0311642 | val_loss: 0.0311704 | Time: 2051.99 ms
[2021-05-18 12:14:49 main:574] : INFO : Epoch 1701 | loss: 0.0311634 | val_loss: 0.0311734 | Time: 2028.89 ms
[2021-05-18 12:14:51 main:574] : INFO : Epoch 1702 | loss: 0.0311643 | val_loss: 0.0311743 | Time: 2064.33 ms
[2021-05-18 12:14:53 main:574] : INFO : Epoch 1703 | loss: 0.0311679 | val_loss: 0.0311749 | Time: 2037.95 ms
[2021-05-18 12:14:55 main:574] : INFO : Epoch 1704 | loss: 0.0311725 | val_loss: 0.0311759 | Time: 2023.37 ms
[2021-05-18 12:14:57 main:574] : INFO : Epoch 1705 | loss: 0.0311734 | val_loss: 0.0311725 | Time: 2038.32 ms
[2021-05-18 12:14:59 main:574] : INFO : Epoch 1706 | loss: 0.0311744 | val_loss: 0.0311707 | Time: 2036.74 ms
[2021-05-18 12:15:01 main:574] : INFO : Epoch 1707 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 2051.32 ms
[2021-05-18 12:15:04 main:574] : INFO : Epoch 1708 | loss: 0.0311716 | val_loss: 0.0311716 | Time: 2038.44 ms
[2021-05-18 12:15:06 main:574] : INFO : Epoch 1709 | loss: 0.0311714 | val_loss: 0.0311705 | Time: 2046.71 ms
[2021-05-18 12:15:08 main:574] : INFO : Epoch 1710 | loss: 0.0311705 | val_loss: 0.0311695 | Time: 2060.74 ms
[2021-05-18 12:15:10 main:574] : INFO : Epoch 1711 | loss: 0.0311679 | val_loss: 0.0311691 | Time: 2039.46 ms
[2021-05-18 12:15:12 main:574] : INFO : Epoch 1712 | loss: 0.0311662 | val_loss: 0.0311693 | Time: 2041.9 ms
[2021-05-18 12:15:14 main:574] : INFO : Epoch 1713 | loss: 0.0311658 | val_loss: 0.0311693 | Time: 2035.42 ms
[2021-05-18 12:15:16 main:574] : INFO : Epoch 1714 | loss: 0.0311661 | val_loss: 0.0311716 | Time: 2042.58 ms
[2021-05-18 12:15:19 main:574] : INFO : Epoch 1715 | loss: 0.0311645 | val_loss: 0.0311692 | Time: 2019.33 ms
[2021-05-18 12:15:21 main:574] : INFO : Epoch 1716 | loss: 0.0311642 | val_loss: 0.0311702 | Time: 2033.8 ms
[2021-05-18 12:15:23 main:574] : INFO : Epoch 1717 | loss: 0.0311653 | val_loss: 0.031169 | Time: 2033.79 ms
[2021-05-18 12:15:25 main:574] : INFO : Epoch 1718 | loss: 0.0311641 | val_loss: 0.0311695 | Time: 2044.53 ms
[2021-05-18 12:15:27 main:574] : INFO : Epoch 1719 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 2038.11 ms
[2021-05-18 12:15:29 main:574] : INFO : Epoch 1720 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 2040.73 ms
[2021-05-18 12:15:31 main:574] : INFO : Epoch 1721 | loss: 0.0311636 | val_loss: 0.031169 | Time: 2048.55 ms
[2021-05-18 12:15:33 main:574] : INFO : Epoch 1722 | loss: 0.0311639 | val_loss: 0.0311709 | Time: 2077.74 ms
[2021-05-18 12:15:36 main:574] : INFO : Epoch 1723 | loss: 0.0311638 | val_loss: 0.0311716 | Time: 2045.62 ms
[2021-05-18 12:15:38 main:574] : INFO : Epoch 1724 | loss: 0.0311633 | val_loss: 0.0311694 | Time: 2047.97 ms
[2021-05-18 12:15:40 main:574] : INFO : Epoch 1725 | loss: 0.031163 | val_loss: 0.0311681 | Time: 2044.95 ms
[2021-05-18 12:15:42 main:574] : INFO : Epoch 1726 | loss: 0.0311622 | val_loss: 0.0311674 | Time: 2044.09 ms
[2021-05-18 12:15:44 main:574] : INFO : Epoch 1727 | loss: 0.0311625 | val_loss: 0.0311706 | Time: 2047.42 ms
[2021-05-18 12:15:46 main:574] : INFO : Epoch 1728 | loss: 0.031163 | val_loss: 0.0311708 | Time: 2044.11 ms
[2021-05-18 12:15:48 main:574] : INFO : Epoch 1729 | loss: 0.0311637 | val_loss: 0.03117 | Time: 2028.29 ms
[2021-05-18 12:15:50 main:574] : INFO : Epoch 1730 | loss: 0.031165 | val_loss: 0.0311678 | Time: 2057.83 ms
[2021-05-18 12:15:52 main:574] : INFO : Epoch 1731 | loss: 0.0311647 | val_loss: 0.0311684 | Time: 2034.78 ms
[2021-05-18 12:15:54 main:574] : INFO : Epoch 1732 | loss: 0.031164 | val_loss: 0.0311681 | Time: 2025.6 ms
[2021-05-18 12:15:57 main:574] : INFO : Epoch 1733 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 2045.02 ms
[2021-05-18 12:15:59 main:574] : INFO : Epoch 1734 | loss: 0.0311661 | val_loss: 0.0311685 | Time: 2034.5 ms
[2021-05-18 12:16:01 main:574] : INFO : Epoch 1735 | loss: 0.0311634 | val_loss: 0.0311668 | Time: 2045.2 ms
[2021-05-18 12:16:03 main:574] : INFO : Epoch 1736 | loss: 0.0311653 | val_loss: 0.0311698 | Time: 2028.96 ms
[2021-05-18 12:16:05 main:574] : INFO : Epoch 1737 | loss: 0.0311672 | val_loss: 0.0311719 | Time: 2033.38 ms
[2021-05-18 12:16:07 main:574] : INFO : Epoch 1738 | loss: 0.0311692 | val_loss: 0.0311717 | Time: 2033.25 ms
[2021-05-18 12:16:09 main:574] : INFO : Epoch 1739 | loss: 0.0311669 | val_loss: 0.0311698 | Time: 2052.99 ms
[2021-05-18 12:16:11 main:574] : INFO : Epoch 1740 | loss: 0.0311654 | val_loss: 0.0311689 | Time: 2045.27 ms
[2021-05-18 12:16:13 main:574] : INFO : Epoch 1741 | loss: 0.0311661 | val_loss: 0.031174 | Time: 2034.02 ms
[2021-05-18 12:16:16 main:574] : INFO : Epoch 1742 | loss: 0.0311675 | val_loss: 0.0311685 | Time: 2057.55 ms
[2021-05-18 12:16:18 main:574] : INFO : Epoch 1743 | loss: 0.031166 | val_loss: 0.0311733 | Time: 2054.25 ms
[2021-05-18 12:16:20 main:574] : INFO : Epoch 1744 | loss: 0.0311677 | val_loss: 0.0311723 | Time: 2047.14 ms
[2021-05-18 12:16:22 main:574] : INFO : Epoch 1745 | loss: 0.0311694 | val_loss: 0.0311732 | Time: 2051.94 ms
[2021-05-18 12:16:24 main:574] : INFO : Epoch 1746 | loss: 0.0311702 | val_loss: 0.0311716 | Time: 2016.26 ms
[2021-05-18 12:16:26 main:574] : INFO : Epoch 1747 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 2037.06 ms
[2021-05-18 12:16:28 main:574] : INFO : Epoch 1748 | loss: 0.0311725 | val_loss: 0.0311731 | Time: 2044.55 ms
[2021-05-18 12:16:30 main:574] : INFO : Epoch 1749 | loss: 0.0311727 | val_loss: 0.0311727 | Time: 2033.2 ms
[2021-05-18 12:16:33 main:574] : INFO : Epoch 1750 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 2044.71 ms
[2021-05-18 12:16:35 main:574] : INFO : Epoch 1751 | loss: 0.0311717 | val_loss: 0.031172 | Time: 2038.51 ms
[2021-05-18 12:16:37 main:574] : INFO : Epoch 1752 | loss: 0.0311713 | val_loss: 0.0311733 | Time: 2027.2 ms
[2021-05-18 12:16:39 main:574] : INFO : Epoch 1753 | loss: 0.0311693 | val_loss: 0.031171 | Time: 2037.98 ms
[2021-05-18 12:16:41 main:574] : INFO : Epoch 1754 | loss: 0.0311694 | val_loss: 0.0311742 | Time: 2041.5 ms
[2021-05-18 12:16:43 main:574] : INFO : Epoch 1755 | loss: 0.0311726 | val_loss: 0.0311718 | Time: 2029.98 ms
[2021-05-18 12:16:45 main:574] : INFO : Epoch 1756 | loss: 0.0311739 | val_loss: 0.0311733 | Time: 2030.25 ms
[2021-05-18 12:16:47 main:574] : INFO : Epoch 1757 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 2046.83 ms
[2021-05-18 12:16:49 main:574] : INFO : Epoch 1758 | loss: 0.031172 | val_loss: 0.0311725 | Time: 2044.11 ms
[2021-05-18 12:16:51 main:574] : INFO : Epoch 1759 | loss: 0.0311709 | val_loss: 0.0311733 | Time: 2043.43 ms
[2021-05-18 12:16:54 main:574] : INFO : Epoch 1760 | loss: 0.0311693 | val_loss: 0.0311724 | Time: 2034.28 ms
[2021-05-18 12:16:56 main:574] : INFO : Epoch 1761 | loss: 0.0311696 | val_loss: 0.0311718 | Time: 2021.73 ms
[2021-05-18 12:16:58 main:574] : INFO : Epoch 1762 | loss: 0.031171 | val_loss: 0.0311725 | Time: 2028.89 ms
[2021-05-18 12:17:00 main:574] : INFO : Epoch 1763 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 2044.86 ms
[2021-05-18 12:17:02 main:574] : INFO : Epoch 1764 | loss: 0.0311747 | val_loss: 0.0311802 | Time: 2047.17 ms
[2021-05-18 12:17:04 main:574] : INFO : Epoch 1765 | loss: 0.0311769 | val_loss: 0.0311839 | Time: 2030.49 ms
[2021-05-18 12:17:06 main:574] : INFO : Epoch 1766 | loss: 0.0311816 | val_loss: 0.0311818 | Time: 2031.92 ms
[2021-05-18 12:17:08 main:574] : INFO : Epoch 1767 | loss: 0.031179 | val_loss: 0.0311772 | Time: 2033.24 ms
[2021-05-18 12:17:11 main:574] : INFO : Epoch 1768 | loss: 0.0311787 | val_loss: 0.0311779 | Time: 2043.53 ms
[2021-05-18 12:17:13 main:574] : INFO : Epoch 1769 | loss: 0.031177 | val_loss: 0.0311759 | Time: 2043.33 ms
[2021-05-18 12:17:15 main:574] : INFO : Epoch 1770 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 2053.73 ms
[2021-05-18 12:17:17 main:574] : INFO : Epoch 1771 | loss: 0.0311789 | val_loss: 0.031179 | Time: 2058.84 ms
[2021-05-18 12:17:19 main:574] : INFO : Epoch 1772 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 2065.79 ms
[2021-05-18 12:17:21 main:574] : INFO : Epoch 1773 | loss: 0.0311751 | val_loss: 0.0311744 | Time: 2048.05 ms
[2021-05-18 12:17:23 main:574] : INFO : Epoch 1774 | loss: 0.0311748 | val_loss: 0.031178 | Time: 2050.72 ms
[2021-05-18 12:17:25 main:574] : INFO : Epoch 1775 | loss: 0.0311744 | val_loss: 0.0311723 | Time: 2044 ms
[2021-05-18 12:17:27 main:574] : INFO : Epoch 1776 | loss: 0.0311713 | val_loss: 0.0311732 | Time: 2032.96 ms
[2021-05-18 12:17:30 main:574] : INFO : Epoch 1777 | loss: 0.0311702 | val_loss: 0.0311783 | Time: 2040.69 ms
[2021-05-18 12:17:32 main:574] : INFO : Epoch 1778 | loss: 0.0311703 | val_loss: 0.0311706 | Time: 2050.03 ms
[2021-05-18 12:17:34 main:574] : INFO : Epoch 1779 | loss: 0.031169 | val_loss: 0.031174 | Time: 2026.06 ms
[2021-05-18 12:17:36 main:574] : INFO : Epoch 1780 | loss: 0.0311693 | val_loss: 0.0311747 | Time: 2040.94 ms
[2021-05-18 12:17:38 main:574] : INFO : Epoch 1781 | loss: 0.0311696 | val_loss: 0.0311708 | Time: 2059.74 ms
[2021-05-18 12:17:40 main:574] : INFO : Epoch 1782 | loss: 0.0311684 | val_loss: 0.0311714 | Time: 2044.05 ms
[2021-05-18 12:17:42 main:574] : INFO : Epoch 1783 | loss: 0.0311684 | val_loss: 0.0311718 | Time: 2049.44 ms
[2021-05-18 12:17:44 main:574] : INFO : Epoch 1784 | loss: 0.0311684 | val_loss: 0.0311703 | Time: 2037.91 ms
[2021-05-18 12:17:46 main:574] : INFO : Epoch 1785 | loss: 0.0311687 | val_loss: 0.0311717 | Time: 2045.86 ms
[2021-05-18 12:17:49 main:574] : INFO : Epoch 1786 | loss: 0.031168 | val_loss: 0.031171 | Time: 2021.93 ms
[2021-05-18 12:17:51 main:574] : INFO : Epoch 1787 | loss: 0.0311688 | val_loss: 0.0311721 | Time: 2044.39 ms
[2021-05-18 12:17:53 main:574] : INFO : Epoch 1788 | loss: 0.0311688 | val_loss: 0.0311725 | Time: 2040.74 ms
[2021-05-18 12:17:55 main:574] : INFO : Epoch 1789 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 2033.42 ms
[2021-05-18 12:17:57 main:574] : INFO : Epoch 1790 | loss: 0.0311694 | val_loss: 0.0311715 | Time: 2045.38 ms
[2021-05-18 12:17:59 main:574] : INFO : Epoch 1791 | loss: 0.0311692 | val_loss: 0.0311711 | Time: 2050.54 ms
[2021-05-18 12:18:01 main:574] : INFO : Epoch 1792 | loss: 0.0311675 | val_loss: 0.031173 | Time: 2036.95 ms
[2021-05-18 12:18:03 main:574] : INFO : Epoch 1793 | loss: 0.0311689 | val_loss: 0.0311699 | Time: 2029.5 ms
[2021-05-18 12:18:05 main:574] : INFO : Epoch 1794 | loss: 0.0311702 | val_loss: 0.0311722 | Time: 2055.03 ms
[2021-05-18 12:18:08 main:574] : INFO : Epoch 1795 | loss: 0.0311719 | val_loss: 0.0311731 | Time: 2032.54 ms
[2021-05-18 12:18:10 main:574] : INFO : Epoch 1796 | loss: 0.0311695 | val_loss: 0.0311718 | Time: 2048.96 ms
[2021-05-18 12:18:12 main:574] : INFO : Epoch 1797 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 2035.46 ms
[2021-05-18 12:18:14 main:574] : INFO : Epoch 1798 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 2031.65 ms
[2021-05-18 12:18:16 main:574] : INFO : Epoch 1799 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 2030.37 ms
[2021-05-18 12:18:18 main:574] : INFO : Epoch 1800 | loss: 0.0311678 | val_loss: 0.0311707 | Time: 2035.94 ms
[2021-05-18 12:18:20 main:574] : INFO : Epoch 1801 | loss: 0.0311699 | val_loss: 0.0311715 | Time: 2038.19 ms
[2021-05-18 12:18:22 main:574] : INFO : Epoch 1802 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 2063.15 ms
[2021-05-18 12:18:24 main:574] : INFO : Epoch 1803 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 2023.56 ms
[2021-05-18 12:18:26 main:574] : INFO : Epoch 1804 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 2033.41 ms
[2021-05-18 12:18:29 main:574] : INFO : Epoch 1805 | loss: 0.0311728 | val_loss: 0.0311746 | Time: 2035.97 ms
[2021-05-18 12:18:31 main:574] : INFO : Epoch 1806 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 2042.64 ms
[2021-05-18 12:18:33 main:574] : INFO : Epoch 1807 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 2025.93 ms
[2021-05-18 12:18:35 main:574] : INFO : Epoch 1808 | loss: 0.0311733 | val_loss: 0.0311729 | Time: 2029.09 ms
[2021-05-18 12:18:37 main:574] : INFO : Epoch 1809 | loss: 0.0311725 | val_loss: 0.0311717 | Time: 2021.3 ms
[2021-05-18 12:18:39 main:574] : INFO : Epoch 1810 | loss: 0.0311708 | val_loss: 0.0311721 | Time: 2037.74 ms
[2021-05-18 12:18:41 main:574] : INFO : Epoch 1811 | loss: 0.0311701 | val_loss: 0.0311744 | Time: 2071.53 ms
[2021-05-18 12:18:43 main:574] : INFO : Epoch 1812 | loss: 0.0311705 | val_loss: 0.031172 | Time: 2039.85 ms
[2021-05-18 12:18:46 main:574] : INFO : Epoch 1813 | loss: 0.0311694 | val_loss: 0.0311725 | Time: 2068.44 ms
[2021-05-18 12:18:48 main:574] : INFO : Epoch 1814 | loss: 0.0311705 | val_loss: 0.0311725 | Time: 2046.74 ms
[2021-05-18 12:18:50 main:574] : INFO : Epoch 1815 | loss: 0.0311689 | val_loss: 0.0311716 | Time: 2076.93 ms
[2021-05-18 12:18:52 main:574] : INFO : Epoch 1816 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 2042.25 ms
[2021-05-18 12:18:54 main:574] : INFO : Epoch 1817 | loss: 0.031169 | val_loss: 0.0311722 | Time: 2053.3 ms
[2021-05-18 12:18:56 main:574] : INFO : Epoch 1818 | loss: 0.0311691 | val_loss: 0.0311718 | Time: 2029.68 ms
[2021-05-18 12:18:58 main:574] : INFO : Epoch 1819 | loss: 0.0311677 | val_loss: 0.031172 | Time: 2045.58 ms
[2021-05-18 12:19:00 main:574] : INFO : Epoch 1820 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 2054.4 ms
[2021-05-18 12:19:03 main:574] : INFO : Epoch 1821 | loss: 0.0311701 | val_loss: 0.0311758 | Time: 2029.41 ms
[2021-05-18 12:19:05 main:574] : INFO : Epoch 1822 | loss: 0.0311684 | val_loss: 0.0311724 | Time: 2033.39 ms
[2021-05-18 12:19:07 main:574] : INFO : Epoch 1823 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 2040.53 ms
[2021-05-18 12:19:09 main:574] : INFO : Epoch 1824 | loss: 0.0311699 | val_loss: 0.031174 | Time: 2050.93 ms
[2021-05-18 12:19:11 main:574] : INFO : Epoch 1825 | loss: 0.0311686 | val_loss: 0.0311725 | Time: 2030.96 ms
[2021-05-18 12:19:13 main:574] : INFO : Epoch 1826 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 2031.55 ms
[2021-05-18 12:19:15 main:574] : INFO : Epoch 1827 | loss: 0.031175 | val_loss: 0.0311762 | Time: 2054.21 ms
[2021-05-18 12:19:17 main:574] : INFO : Epoch 1828 | loss: 0.0311739 | val_loss: 0.031175 | Time: 2050.61 ms
[2021-05-18 12:19:19 main:574] : INFO : Epoch 1829 | loss: 0.0311736 | val_loss: 0.031174 | Time: 2030.83 ms
[2021-05-18 12:19:22 main:574] : INFO : Epoch 1830 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 2057.3 ms
[2021-05-18 12:19:24 main:574] : INFO : Epoch 1831 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 2023.02 ms
[2021-05-18 12:19:26 main:574] : INFO : Epoch 1832 | loss: 0.0311737 | val_loss: 0.031177 | Time: 2042.96 ms
[2021-05-18 12:19:28 main:574] : INFO : Epoch 1833 | loss: 0.0311726 | val_loss: 0.0311745 | Time: 2024.55 ms
[2021-05-18 12:19:30 main:574] : INFO : Epoch 1834 | loss: 0.0311712 | val_loss: 0.0311719 | Time: 2058.67 ms
[2021-05-18 12:19:32 main:574] : INFO : Epoch 1835 | loss: 0.0311711 | val_loss: 0.0311805 | Time: 2055.03 ms
[2021-05-18 12:19:34 main:574] : INFO : Epoch 1836 | loss: 0.0311748 | val_loss: 0.0311731 | Time: 2090.78 ms
[2021-05-18 12:19:36 main:574] : INFO : Epoch 1837 | loss: 0.0311784 | val_loss: 0.0311875 | Time: 2063.72 ms
[2021-05-18 12:19:38 main:574] : INFO : Epoch 1838 | loss: 0.0316833 | val_loss: 0.0368506 | Time: 2035.52 ms
[2021-05-18 12:19:41 main:574] : INFO : Epoch 1839 | loss: 0.0399173 | val_loss: 0.0328541 | Time: 2031.73 ms
[2021-05-18 12:19:43 main:574] : INFO : Epoch 1840 | loss: 0.0384363 | val_loss: 0.0331328 | Time: 2027.86 ms
[2021-05-18 12:19:45 main:574] : INFO : Epoch 1841 | loss: 0.0322186 | val_loss: 0.0315884 | Time: 2040.72 ms
[2021-05-18 12:19:47 main:574] : INFO : Epoch 1842 | loss: 0.0313609 | val_loss: 0.0312707 | Time: 2034.48 ms
[2021-05-18 12:19:49 main:574] : INFO : Epoch 1843 | loss: 0.0312421 | val_loss: 0.0312283 | Time: 2050.16 ms
[2021-05-18 12:19:51 main:574] : INFO : Epoch 1844 | loss: 0.0312155 | val_loss: 0.0312099 | Time: 2061.64 ms
[2021-05-18 12:19:53 main:574] : INFO : Epoch 1845 | loss: 0.0312044 | val_loss: 0.0312006 | Time: 2041.82 ms
[2021-05-18 12:19:55 main:574] : INFO : Epoch 1846 | loss: 0.0311962 | val_loss: 0.0311948 | Time: 2026.74 ms
[2021-05-18 12:19:58 main:574] : INFO : Epoch 1847 | loss: 0.0311911 | val_loss: 0.0311881 | Time: 2032.93 ms
[2021-05-18 12:20:00 main:574] : INFO : Epoch 1848 | loss: 0.0311845 | val_loss: 0.0311809 | Time: 2046.97 ms
[2021-05-18 12:20:02 main:574] : INFO : Epoch 1849 | loss: 0.0311807 | val_loss: 0.03118 | Time: 2040.08 ms
[2021-05-18 12:20:04 main:574] : INFO : Epoch 1850 | loss: 0.031178 | val_loss: 0.0311779 | Time: 2070.78 ms
[2021-05-18 12:20:06 main:574] : INFO : Epoch 1851 | loss: 0.0311768 | val_loss: 0.0311771 | Time: 2030 ms
[2021-05-18 12:20:08 main:574] : INFO : Epoch 1852 | loss: 0.0311753 | val_loss: 0.0311769 | Time: 2093.59 ms
[2021-05-18 12:20:10 main:574] : INFO : Epoch 1853 | loss: 0.0311746 | val_loss: 0.0311743 | Time: 2065.34 ms
[2021-05-18 12:20:12 main:574] : INFO : Epoch 1854 | loss: 0.0311735 | val_loss: 0.0311734 | Time: 2070.35 ms
[2021-05-18 12:20:15 main:574] : INFO : Epoch 1855 | loss: 0.0311733 | val_loss: 0.0311739 | Time: 2087.92 ms
[2021-05-18 12:20:17 main:574] : INFO : Epoch 1856 | loss: 0.0311726 | val_loss: 0.031174 | Time: 2058.66 ms
[2021-05-18 12:20:19 main:574] : INFO : Epoch 1857 | loss: 0.031173 | val_loss: 0.0311737 | Time: 2061.1 ms
[2021-05-18 12:20:21 main:574] : INFO : Epoch 1858 | loss: 0.031172 | val_loss: 0.0311731 | Time: 2068.67 ms
[2021-05-18 12:20:23 main:574] : INFO : Epoch 1859 | loss: 0.031171 | val_loss: 0.0311736 | Time: 2033.1 ms
[2021-05-18 12:20:25 main:574] : INFO : Epoch 1860 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 2046.11 ms
[2021-05-18 12:20:27 main:574] : INFO : Epoch 1861 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 2062.83 ms
[2021-05-18 12:20:29 main:574] : INFO : Epoch 1862 | loss: 0.0311702 | val_loss: 0.0311718 | Time: 2038.3 ms
[2021-05-18 12:20:31 main:574] : INFO : Epoch 1863 | loss: 0.0311701 | val_loss: 0.0311716 | Time: 2030.11 ms
[2021-05-18 12:20:34 main:574] : INFO : Epoch 1864 | loss: 0.0311692 | val_loss: 0.0311724 | Time: 2019.27 ms
[2021-05-18 12:20:36 main:574] : INFO : Epoch 1865 | loss: 0.0311694 | val_loss: 0.0311716 | Time: 2051.15 ms
[2021-05-18 12:20:38 main:574] : INFO : Epoch 1866 | loss: 0.031169 | val_loss: 0.0311718 | Time: 2048.53 ms
[2021-05-18 12:20:40 main:574] : INFO : Epoch 1867 | loss: 0.0311699 | val_loss: 0.0311716 | Time: 2062.28 ms
[2021-05-18 12:20:42 main:574] : INFO : Epoch 1868 | loss: 0.0311692 | val_loss: 0.0311713 | Time: 2030.24 ms
[2021-05-18 12:20:44 main:574] : INFO : Epoch 1869 | loss: 0.0311686 | val_loss: 0.0311703 | Time: 2058.3 ms
[2021-05-18 12:20:46 main:574] : INFO : Epoch 1870 | loss: 0.0311694 | val_loss: 0.0311724 | Time: 2042.25 ms
[2021-05-18 12:20:48 main:574] : INFO : Epoch 1871 | loss: 0.0311726 | val_loss: 0.0311698 | Time: 2022.07 ms
[2021-05-18 12:20:50 main:574] : INFO : Epoch 1872 | loss: 0.031171 | val_loss: 0.03117 | Time: 2021.66 ms
[2021-05-18 12:20:53 main:574] : INFO : Epoch 1873 | loss: 0.03117 | val_loss: 0.0311696 | Time: 2025.55 ms
[2021-05-18 12:20:55 main:574] : INFO : Epoch 1874 | loss: 0.0311697 | val_loss: 0.0311696 | Time: 2042.06 ms
[2021-05-18 12:20:57 main:574] : INFO : Epoch 1875 | loss: 0.0311695 | val_loss: 0.0311692 | Time: 2070.9 ms
[2021-05-18 12:20:59 main:574] : INFO : Epoch 1876 | loss: 0.0311701 | val_loss: 0.0311701 | Time: 2043.19 ms
[2021-05-18 12:21:01 main:574] : INFO : Epoch 1877 | loss: 0.0311694 | val_loss: 0.0311701 | Time: 2054.01 ms
[2021-05-18 12:21:03 main:574] : INFO : Epoch 1878 | loss: 0.03117 | val_loss: 0.0311704 | Time: 2050.31 ms
[2021-05-18 12:21:05 main:574] : INFO : Epoch 1879 | loss: 0.0311696 | val_loss: 0.0311704 | Time: 2076.27 ms
[2021-05-18 12:21:07 main:574] : INFO : Epoch 1880 | loss: 0.0311696 | val_loss: 0.0311694 | Time: 2026.9 ms
[2021-05-18 12:21:10 main:574] : INFO : Epoch 1881 | loss: 0.0311697 | val_loss: 0.0311698 | Time: 2056.78 ms
[2021-05-18 12:21:12 main:574] : INFO : Epoch 1882 | loss: 0.0311694 | val_loss: 0.0311693 | Time: 2061.18 ms
[2021-05-18 12:21:14 main:574] : INFO : Epoch 1883 | loss: 0.0311684 | val_loss: 0.0311694 | Time: 2041.07 ms
[2021-05-18 12:21:16 main:574] : INFO : Epoch 1884 | loss: 0.031168 | val_loss: 0.0311694 | Time: 2047.05 ms
[2021-05-18 12:21:18 main:574] : INFO : Epoch 1885 | loss: 0.0311675 | val_loss: 0.0311694 | Time: 2041.33 ms
[2021-05-18 12:21:20 main:574] : INFO : Epoch 1886 | loss: 0.031168 | val_loss: 0.0311695 | Time: 2045.08 ms
[2021-05-18 12:21:22 main:574] : INFO : Epoch 1887 | loss: 0.0311677 | val_loss: 0.0311691 | Time: 2040.42 ms
[2021-05-18 12:21:24 main:574] : INFO : Epoch 1888 | loss: 0.0311675 | val_loss: 0.0311696 | Time: 2056.94 ms
[2021-05-18 12:21:26 main:574] : INFO : Epoch 1889 | loss: 0.0311672 | val_loss: 0.0311703 | Time: 2072.6 ms
[2021-05-18 12:21:29 main:574] : INFO : Epoch 1890 | loss: 0.0311673 | val_loss: 0.0311703 | Time: 2081.57 ms
[2021-05-18 12:21:31 main:574] : INFO : Epoch 1891 | loss: 0.0311674 | val_loss: 0.0311703 | Time: 2045.79 ms
[2021-05-18 12:21:33 main:574] : INFO : Epoch 1892 | loss: 0.0311675 | val_loss: 0.0311698 | Time: 2020.11 ms
[2021-05-18 12:21:35 main:574] : INFO : Epoch 1893 | loss: 0.0311676 | val_loss: 0.0311706 | Time: 2030.32 ms
[2021-05-18 12:21:37 main:574] : INFO : Epoch 1894 | loss: 0.0311681 | val_loss: 0.0311731 | Time: 2030.72 ms
[2021-05-18 12:21:39 main:574] : INFO : Epoch 1895 | loss: 0.031168 | val_loss: 0.0311715 | Time: 2052.62 ms
[2021-05-18 12:21:41 main:574] : INFO : Epoch 1896 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 2044.34 ms
[2021-05-18 12:21:43 main:574] : INFO : Epoch 1897 | loss: 0.0311664 | val_loss: 0.0311696 | Time: 2020.1 ms
[2021-05-18 12:21:46 main:574] : INFO : Epoch 1898 | loss: 0.0311667 | val_loss: 0.0311719 | Time: 2038.23 ms
[2021-05-18 12:21:48 main:574] : INFO : Epoch 1899 | loss: 0.0311677 | val_loss: 0.0311706 | Time: 2044.19 ms
[2021-05-18 12:21:50 main:574] : INFO : Epoch 1900 | loss: 0.0311667 | val_loss: 0.0311711 | Time: 2036.29 ms
[2021-05-18 12:21:52 main:574] : INFO : Epoch 1901 | loss: 0.0311668 | val_loss: 0.0311698 | Time: 2040.1 ms
[2021-05-18 12:21:54 main:574] : INFO : Epoch 1902 | loss: 0.0311662 | val_loss: 0.0311702 | Time: 2047.31 ms
[2021-05-18 12:21:56 main:574] : INFO : Epoch 1903 | loss: 0.0311661 | val_loss: 0.03117 | Time: 2042.25 ms
[2021-05-18 12:21:58 main:574] : INFO : Epoch 1904 | loss: 0.0311665 | val_loss: 0.0311728 | Time: 2047.16 ms
[2021-05-18 12:22:00 main:574] : INFO : Epoch 1905 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 2045.76 ms
[2021-05-18 12:22:03 main:574] : INFO : Epoch 1906 | loss: 0.031167 | val_loss: 0.0311704 | Time: 2039.44 ms
[2021-05-18 12:22:05 main:574] : INFO : Epoch 1907 | loss: 0.0311666 | val_loss: 0.0311706 | Time: 2034.41 ms
[2021-05-18 12:22:07 main:574] : INFO : Epoch 1908 | loss: 0.0311671 | val_loss: 0.0311711 | Time: 2039.24 ms
[2021-05-18 12:22:09 main:574] : INFO : Epoch 1909 | loss: 0.0311684 | val_loss: 0.0311716 | Time: 2022.2 ms
[2021-05-18 12:22:11 main:574] : INFO : Epoch 1910 | loss: 0.0311678 | val_loss: 0.0311734 | Time: 2040.57 ms
[2021-05-18 12:22:13 main:574] : INFO : Epoch 1911 | loss: 0.0311688 | val_loss: 0.0311724 | Time: 2039.8 ms
[2021-05-18 12:22:16 main:574] : INFO : Epoch 1912 | loss: 0.0311697 | val_loss: 0.0311721 | Time: 2050.6 ms
[2021-05-18 12:22:18 main:574] : INFO : Epoch 1913 | loss: 0.0311689 | val_loss: 0.0311724 | Time: 2044.6 ms
[2021-05-18 12:22:21 main:574] : INFO : Epoch 1914 | loss: 0.0311692 | val_loss: 0.0311698 | Time: 2055.06 ms
[2021-05-18 12:22:23 main:574] : INFO : Epoch 1915 | loss: 0.0311685 | val_loss: 0.0311704 | Time: 2045.94 ms
[2021-05-18 12:22:25 main:574] : INFO : Epoch 1916 | loss: 0.0311684 | val_loss: 0.0311701 | Time: 2048.3 ms
[2021-05-18 12:22:27 main:574] : INFO : Epoch 1917 | loss: 0.0311682 | val_loss: 0.0311705 | Time: 2032.23 ms
[2021-05-18 12:22:29 main:574] : INFO : Epoch 1918 | loss: 0.0311679 | val_loss: 0.0311699 | Time: 2059.99 ms
[2021-05-18 12:22:31 main:574] : INFO : Epoch 1919 | loss: 0.0311685 | val_loss: 0.0311728 | Time: 2055.26 ms
[2021-05-18 12:22:33 main:574] : INFO : Epoch 1920 | loss: 0.0311706 | val_loss: 0.0311749 | Time: 2042.07 ms
[2021-05-18 12:22:35 main:574] : INFO : Epoch 1921 | loss: 0.0311699 | val_loss: 0.0311734 | Time: 2050.03 ms
[2021-05-18 12:22:38 main:574] : INFO : Epoch 1922 | loss: 0.0311696 | val_loss: 0.031172 | Time: 2055.15 ms
[2021-05-18 12:22:40 main:574] : INFO : Epoch 1923 | loss: 0.0311687 | val_loss: 0.0311712 | Time: 2062.59 ms
[2021-05-18 12:22:42 main:574] : INFO : Epoch 1924 | loss: 0.0311682 | val_loss: 0.0311714 | Time: 2052.95 ms
[2021-05-18 12:22:44 main:574] : INFO : Epoch 1925 | loss: 0.0311673 | val_loss: 0.0311733 | Time: 2044.63 ms
[2021-05-18 12:22:46 main:574] : INFO : Epoch 1926 | loss: 0.031168 | val_loss: 0.031172 | Time: 2039.4 ms
[2021-05-18 12:22:48 main:574] : INFO : Epoch 1927 | loss: 0.0311694 | val_loss: 0.0311738 | Time: 2041.49 ms
[2021-05-18 12:22:50 main:574] : INFO : Epoch 1928 | loss: 0.0311681 | val_loss: 0.031173 | Time: 2093.24 ms
[2021-05-18 12:22:52 main:574] : INFO : Epoch 1929 | loss: 0.0311676 | val_loss: 0.0311728 | Time: 2071.77 ms
[2021-05-18 12:22:55 main:574] : INFO : Epoch 1930 | loss: 0.031167 | val_loss: 0.0311737 | Time: 2059.42 ms
[2021-05-18 12:22:57 main:574] : INFO : Epoch 1931 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 2054.29 ms
[2021-05-18 12:22:59 main:574] : INFO : Epoch 1932 | loss: 0.0311678 | val_loss: 0.0311749 | Time: 2032.11 ms
[2021-05-18 12:23:01 main:574] : INFO : Epoch 1933 | loss: 0.0311675 | val_loss: 0.031175 | Time: 2038.03 ms
[2021-05-18 12:23:03 main:574] : INFO : Epoch 1934 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 2029.25 ms
[2021-05-18 12:23:05 main:574] : INFO : Epoch 1935 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 2055.83 ms
[2021-05-18 12:23:07 main:574] : INFO : Epoch 1936 | loss: 0.0311671 | val_loss: 0.0311726 | Time: 2078.86 ms
[2021-05-18 12:23:09 main:574] : INFO : Epoch 1937 | loss: 0.0311687 | val_loss: 0.0311769 | Time: 2045.79 ms
[2021-05-18 12:23:12 main:574] : INFO : Epoch 1938 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 2038.46 ms
[2021-05-18 12:23:14 main:574] : INFO : Epoch 1939 | loss: 0.0311709 | val_loss: 0.0311747 | Time: 2029.25 ms
[2021-05-18 12:23:16 main:574] : INFO : Epoch 1940 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 2071.13 ms
[2021-05-18 12:23:18 main:574] : INFO : Epoch 1941 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 2059.92 ms
[2021-05-18 12:23:20 main:574] : INFO : Epoch 1942 | loss: 0.0311729 | val_loss: 0.0311785 | Time: 2067.38 ms
[2021-05-18 12:23:22 main:574] : INFO : Epoch 1943 | loss: 0.0311728 | val_loss: 0.031174 | Time: 2044.37 ms
[2021-05-18 12:23:24 main:574] : INFO : Epoch 1944 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 2033.62 ms
[2021-05-18 12:23:26 main:574] : INFO : Epoch 1945 | loss: 0.0311712 | val_loss: 0.0311775 | Time: 2063.3 ms
[2021-05-18 12:23:29 main:574] : INFO : Epoch 1946 | loss: 0.0311717 | val_loss: 0.031177 | Time: 2032.78 ms
[2021-05-18 12:23:31 main:574] : INFO : Epoch 1947 | loss: 0.0311718 | val_loss: 0.0311796 | Time: 2043.2 ms
[2021-05-18 12:23:33 main:574] : INFO : Epoch 1948 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 2034.57 ms
[2021-05-18 12:23:35 main:574] : INFO : Epoch 1949 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 2054.87 ms
[2021-05-18 12:23:37 main:574] : INFO : Epoch 1950 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 2026.29 ms
[2021-05-18 12:23:39 main:574] : INFO : Epoch 1951 | loss: 0.0311698 | val_loss: 0.031175 | Time: 2039.89 ms
[2021-05-18 12:23:41 main:574] : INFO : Epoch 1952 | loss: 0.0311695 | val_loss: 0.031175 | Time: 2034.36 ms
[2021-05-18 12:23:44 main:574] : INFO : Epoch 1953 | loss: 0.0311698 | val_loss: 0.0311764 | Time: 2018.92 ms
[2021-05-18 12:23:46 main:574] : INFO : Epoch 1954 | loss: 0.0311704 | val_loss: 0.0311773 | Time: 2042.68 ms
[2021-05-18 12:23:48 main:574] : INFO : Epoch 1955 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 2067.02 ms
[2021-05-18 12:23:50 main:574] : INFO : Epoch 1956 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 2049.58 ms
[2021-05-18 12:23:52 main:574] : INFO : Epoch 1957 | loss: 0.0311691 | val_loss: 0.0311762 | Time: 2048.23 ms
[2021-05-18 12:23:54 main:574] : INFO : Epoch 1958 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 2045.59 ms
[2021-05-18 12:23:56 main:574] : INFO : Epoch 1959 | loss: 0.0311691 | val_loss: 0.031176 | Time: 2064.4 ms
[2021-05-18 12:23:59 main:574] : INFO : Epoch 1960 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 2058.3 ms
[2021-05-18 12:24:01 main:574] : INFO : Epoch 1961 | loss: 0.0311689 | val_loss: 0.0311761 | Time: 2029.68 ms
[2021-05-18 12:24:03 main:574] : INFO : Epoch 1962 | loss: 0.0311695 | val_loss: 0.0311763 | Time: 2012.3 ms
[2021-05-18 12:24:05 main:574] : INFO : Epoch 1963 | loss: 0.0311684 | val_loss: 0.0311768 | Time: 2067.72 ms
[2021-05-18 12:24:07 main:574] : INFO : Epoch 1964 | loss: 0.0311685 | val_loss: 0.0311768 | Time: 2074.83 ms
[2021-05-18 12:24:10 main:574] : INFO : Epoch 1965 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 2052.06 ms
[2021-05-18 12:24:12 main:574] : INFO : Epoch 1966 | loss: 0.0311681 | val_loss: 0.0311777 | Time: 2041.82 ms
[2021-05-18 12:24:14 main:574] : INFO : Epoch 1967 | loss: 0.0311677 | val_loss: 0.031178 | Time: 2049.06 ms
[2021-05-18 12:24:16 main:574] : INFO : Epoch 1968 | loss: 0.0311675 | val_loss: 0.0311785 | Time: 2034.95 ms
[2021-05-18 12:24:18 main:574] : INFO : Epoch 1969 | loss: 0.0311676 | val_loss: 0.0311791 | Time: 2064.18 ms
[2021-05-18 12:24:20 main:574] : INFO : Epoch 1970 | loss: 0.0311679 | val_loss: 0.0311789 | Time: 2071.3 ms
[2021-05-18 12:24:22 main:574] : INFO : Epoch 1971 | loss: 0.0311683 | val_loss: 0.0311813 | Time: 2041.12 ms
[2021-05-18 12:24:24 main:574] : INFO : Epoch 1972 | loss: 0.0311694 | val_loss: 0.0311787 | Time: 2041.15 ms
[2021-05-18 12:24:26 main:574] : INFO : Epoch 1973 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 2034.75 ms
[2021-05-18 12:24:29 main:574] : INFO : Epoch 1974 | loss: 0.03117 | val_loss: 0.0311758 | Time: 2030.32 ms
[2021-05-18 12:24:31 main:574] : INFO : Epoch 1975 | loss: 0.0311686 | val_loss: 0.0311762 | Time: 2042.02 ms
[2021-05-18 12:24:33 main:574] : INFO : Epoch 1976 | loss: 0.0311675 | val_loss: 0.0311769 | Time: 2074.53 ms
[2021-05-18 12:24:35 main:574] : INFO : Epoch 1977 | loss: 0.0311677 | val_loss: 0.0311779 | Time: 2051.07 ms
[2021-05-18 12:24:37 main:574] : INFO : Epoch 1978 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 2029.82 ms
[2021-05-18 12:24:39 main:574] : INFO : Epoch 1979 | loss: 0.0311675 | val_loss: 0.0311766 | Time: 2040.85 ms
[2021-05-18 12:24:41 main:574] : INFO : Epoch 1980 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 2051.64 ms
[2021-05-18 12:24:43 main:574] : INFO : Epoch 1981 | loss: 0.031166 | val_loss: 0.0311765 | Time: 2057.41 ms
[2021-05-18 12:24:46 main:574] : INFO : Epoch 1982 | loss: 0.031167 | val_loss: 0.0311771 | Time: 2042.11 ms
[2021-05-18 12:24:48 main:574] : INFO : Epoch 1983 | loss: 0.0311669 | val_loss: 0.0311776 | Time: 2036.65 ms
[2021-05-18 12:24:50 main:574] : INFO : Epoch 1984 | loss: 0.0311665 | val_loss: 0.0311773 | Time: 2029.4 ms
[2021-05-18 12:24:52 main:574] : INFO : Epoch 1985 | loss: 0.0311677 | val_loss: 0.0311789 | Time: 2053.75 ms
[2021-05-18 12:24:54 main:574] : INFO : Epoch 1986 | loss: 0.0311668 | val_loss: 0.0311779 | Time: 2034.88 ms
[2021-05-18 12:24:56 main:574] : INFO : Epoch 1987 | loss: 0.0311671 | val_loss: 0.0311794 | Time: 2044.66 ms
[2021-05-18 12:24:58 main:574] : INFO : Epoch 1988 | loss: 0.0311665 | val_loss: 0.0311783 | Time: 2051.47 ms
[2021-05-18 12:25:00 main:574] : INFO : Epoch 1989 | loss: 0.0311661 | val_loss: 0.0311777 | Time: 2047.62 ms
[2021-05-18 12:25:02 main:574] : INFO : Epoch 1990 | loss: 0.0311654 | val_loss: 0.0311777 | Time: 2044.11 ms
[2021-05-18 12:25:05 main:574] : INFO : Epoch 1991 | loss: 0.0311656 | val_loss: 0.0311793 | Time: 2041.23 ms
[2021-05-18 12:25:07 main:574] : INFO : Epoch 1992 | loss: 0.0311666 | val_loss: 0.0311791 | Time: 2049.11 ms
[2021-05-18 12:25:09 main:574] : INFO : Epoch 1993 | loss: 0.0311669 | val_loss: 0.0311787 | Time: 2057.28 ms
[2021-05-18 12:25:11 main:574] : INFO : Epoch 1994 | loss: 0.0311665 | val_loss: 0.0311771 | Time: 2033.77 ms
[2021-05-18 12:25:13 main:574] : INFO : Epoch 1995 | loss: 0.031166 | val_loss: 0.0311785 | Time: 2060.71 ms
[2021-05-18 12:25:15 main:574] : INFO : Epoch 1996 | loss: 0.031166 | val_loss: 0.0311758 | Time: 2098.95 ms
[2021-05-18 12:25:17 main:574] : INFO : Epoch 1997 | loss: 0.0311665 | val_loss: 0.0311775 | Time: 2047.51 ms
[2021-05-18 12:25:19 main:574] : INFO : Epoch 1998 | loss: 0.0311656 | val_loss: 0.0311782 | Time: 2066.02 ms
[2021-05-18 12:25:22 main:574] : INFO : Epoch 1999 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 2040.76 ms
[2021-05-18 12:25:24 main:574] : INFO : Epoch 2000 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 2030.79 ms
[2021-05-18 12:25:26 main:574] : INFO : Epoch 2001 | loss: 0.0311648 | val_loss: 0.0311771 | Time: 2033.44 ms
[2021-05-18 12:25:28 main:574] : INFO : Epoch 2002 | loss: 0.031165 | val_loss: 0.0311776 | Time: 2050.49 ms
[2021-05-18 12:25:30 main:574] : INFO : Epoch 2003 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 2045.36 ms
[2021-05-18 12:25:32 main:574] : INFO : Epoch 2004 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 2013.01 ms
[2021-05-18 12:25:34 main:574] : INFO : Epoch 2005 | loss: 0.0311669 | val_loss: 0.0311752 | Time: 2049.52 ms
[2021-05-18 12:25:36 main:574] : INFO : Epoch 2006 | loss: 0.0311668 | val_loss: 0.0311776 | Time: 2050.64 ms
[2021-05-18 12:25:38 main:574] : INFO : Epoch 2007 | loss: 0.0311673 | val_loss: 0.0311793 | Time: 2029.6 ms
[2021-05-18 12:25:41 main:574] : INFO : Epoch 2008 | loss: 0.0311659 | val_loss: 0.0311759 | Time: 2045.83 ms
[2021-05-18 12:25:43 main:574] : INFO : Epoch 2009 | loss: 0.0311653 | val_loss: 0.0311764 | Time: 2046.25 ms
[2021-05-18 12:25:45 main:574] : INFO : Epoch 2010 | loss: 0.0311652 | val_loss: 0.0311791 | Time: 2067.59 ms
[2021-05-18 12:25:47 main:574] : INFO : Epoch 2011 | loss: 0.0311659 | val_loss: 0.0311779 | Time: 2030.25 ms
[2021-05-18 12:25:49 main:574] : INFO : Epoch 2012 | loss: 0.0311649 | val_loss: 0.0311784 | Time: 2038.19 ms
[2021-05-18 12:25:51 main:574] : INFO : Epoch 2013 | loss: 0.0311643 | val_loss: 0.0311777 | Time: 2051.13 ms
[2021-05-18 12:25:53 main:574] : INFO : Epoch 2014 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 2057.63 ms
[2021-05-18 12:25:55 main:574] : INFO : Epoch 2015 | loss: 0.0311658 | val_loss: 0.0311782 | Time: 2029.61 ms
[2021-05-18 12:25:58 main:574] : INFO : Epoch 2016 | loss: 0.0311653 | val_loss: 0.03118 | Time: 2028.58 ms
[2021-05-18 12:26:00 main:574] : INFO : Epoch 2017 | loss: 0.0311671 | val_loss: 0.0311822 | Time: 2049.31 ms
[2021-05-18 12:26:02 main:574] : INFO : Epoch 2018 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 2034.37 ms
[2021-05-18 12:26:04 main:574] : INFO : Epoch 2019 | loss: 0.0311663 | val_loss: 0.0311774 | Time: 2036.07 ms
[2021-05-18 12:26:06 main:574] : INFO : Epoch 2020 | loss: 0.0311662 | val_loss: 0.0311824 | Time: 2069.24 ms
[2021-05-18 12:26:08 main:574] : INFO : Epoch 2021 | loss: 0.0311679 | val_loss: 0.0311788 | Time: 2042.55 ms
[2021-05-18 12:26:10 main:574] : INFO : Epoch 2022 | loss: 0.0311665 | val_loss: 0.0311789 | Time: 2031.38 ms
[2021-05-18 12:26:12 main:574] : INFO : Epoch 2023 | loss: 0.0311672 | val_loss: 0.031181 | Time: 2037.74 ms
[2021-05-18 12:26:14 main:574] : INFO : Epoch 2024 | loss: 0.0311678 | val_loss: 0.0311797 | Time: 2049.25 ms
[2021-05-18 12:26:17 main:574] : INFO : Epoch 2025 | loss: 0.0311658 | val_loss: 0.0311817 | Time: 2033.52 ms
[2021-05-18 12:26:19 main:574] : INFO : Epoch 2026 | loss: 0.0311661 | val_loss: 0.0311777 | Time: 2035.15 ms
[2021-05-18 12:26:21 main:574] : INFO : Epoch 2027 | loss: 0.0311644 | val_loss: 0.0311796 | Time: 2050.12 ms
[2021-05-18 12:26:23 main:574] : INFO : Epoch 2028 | loss: 0.0311651 | val_loss: 0.0311783 | Time: 2044.05 ms
[2021-05-18 12:26:25 main:574] : INFO : Epoch 2029 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 2051.94 ms
[2021-05-18 12:26:27 main:574] : INFO : Epoch 2030 | loss: 0.0311652 | val_loss: 0.0311792 | Time: 2067.33 ms
[2021-05-18 12:26:29 main:574] : INFO : Epoch 2031 | loss: 0.031165 | val_loss: 0.0311797 | Time: 2048.65 ms
[2021-05-18 12:26:31 main:574] : INFO : Epoch 2032 | loss: 0.031165 | val_loss: 0.0311821 | Time: 2058.39 ms
[2021-05-18 12:26:34 main:574] : INFO : Epoch 2033 | loss: 0.0311656 | val_loss: 0.0311803 | Time: 2049.52 ms
[2021-05-18 12:26:36 main:574] : INFO : Epoch 2034 | loss: 0.0311653 | val_loss: 0.031179 | Time: 2071.51 ms
[2021-05-18 12:26:38 main:574] : INFO : Epoch 2035 | loss: 0.0311643 | val_loss: 0.0311785 | Time: 2062.24 ms
[2021-05-18 12:26:40 main:574] : INFO : Epoch 2036 | loss: 0.0311652 | val_loss: 0.0311818 | Time: 2033.71 ms
[2021-05-18 12:26:42 main:574] : INFO : Epoch 2037 | loss: 0.0311655 | val_loss: 0.031179 | Time: 2040.1 ms
[2021-05-18 12:26:44 main:574] : INFO : Epoch 2038 | loss: 0.0311655 | val_loss: 0.0311811 | Time: 2049.54 ms
[2021-05-18 12:26:46 main:574] : INFO : Epoch 2039 | loss: 0.0311653 | val_loss: 0.0311792 | Time: 2041.25 ms
[2021-05-18 12:26:48 main:574] : INFO : Epoch 2040 | loss: 0.0311651 | val_loss: 0.0311808 | Time: 2069.06 ms
[2021-05-18 12:26:51 main:574] : INFO : Epoch 2041 | loss: 0.0311652 | val_loss: 0.0311795 | Time: 2066.45 ms
[2021-05-18 12:26:53 main:574] : INFO : Epoch 2042 | loss: 0.0311661 | val_loss: 0.0311824 | Time: 2023.17 ms
[2021-05-18 12:26:55 main:574] : INFO : Epoch 2043 | loss: 0.0311667 | val_loss: 0.0311785 | Time: 2056.84 ms
[2021-05-18 12:26:57 main:574] : INFO : Epoch 2044 | loss: 0.031164 | val_loss: 0.0311782 | Time: 2062.11 ms
[2021-05-18 12:26:59 main:574] : INFO : Epoch 2045 | loss: 0.031164 | val_loss: 0.0311816 | Time: 2052.91 ms
[2021-05-18 12:27:01 main:574] : INFO : Epoch 2046 | loss: 0.0311638 | val_loss: 0.0311793 | Time: 2031.94 ms
[2021-05-18 12:27:03 main:574] : INFO : Epoch 2047 | loss: 0.0311651 | val_loss: 0.0311819 | Time: 2016.94 ms
[2021-05-18 12:27:05 main:574] : INFO : Epoch 2048 | loss: 0.0311673 | val_loss: 0.0311817 | Time: 2059.29 ms
[2021-05-18 12:27:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311817
[2021-05-18 12:27:05 main:603] : INFO : Saving end state to config to file
[2021-05-18 12:27:06 main:608] : INFO : Success, exiting..
12:27:06 (5908): 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)