Task 8806262
| Name | ParityModified-1634619735-21004-2_1 |
| Workunit | 6027792 |
| Created | 8 Nov 2021, 21:43:39 UTC |
| Sent | 8 Nov 2021, 21:57:35 UTC |
| Report deadline | 15 Nov 2021, 21:57:35 UTC |
| Received | 9 Nov 2021, 15:53:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4098 |
| Run time | 1 hours 17 min 12 sec |
| CPU time | 1 hours 13 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 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: 0.0311588 | val_loss: 0.0311693 | Time: 2172.38 ms
[2021-11-09 09:28:48 main:574] : INFO : Epoch 1543 | loss: 0.0311604 | val_loss: 0.031174 | Time: 2156.44 ms
[2021-11-09 09:28:50 main:574] : INFO : Epoch 1544 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 2170.42 ms
[2021-11-09 09:28:52 main:574] : INFO : Epoch 1545 | loss: 0.0311587 | val_loss: 0.0311698 | Time: 2169.86 ms
[2021-11-09 09:28:54 main:574] : INFO : Epoch 1546 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 2165.83 ms
[2021-11-09 09:28:57 main:574] : INFO : Epoch 1547 | loss: 0.0311577 | val_loss: 0.0311685 | Time: 2181.99 ms
[2021-11-09 09:28:59 main:574] : INFO : Epoch 1548 | loss: 0.0311581 | val_loss: 0.0311694 | Time: 2159.14 ms
[2021-11-09 09:29:01 main:574] : INFO : Epoch 1549 | loss: 0.0311565 | val_loss: 0.0311704 | Time: 2170.82 ms
[2021-11-09 09:29:03 main:574] : INFO : Epoch 1550 | loss: 0.0311567 | val_loss: 0.0311715 | Time: 2175.04 ms
[2021-11-09 09:29:06 main:574] : INFO : Epoch 1551 | loss: 0.0311584 | val_loss: 0.0311721 | Time: 2159.34 ms
[2021-11-09 09:29:08 main:574] : INFO : Epoch 1552 | loss: 0.0311591 | val_loss: 0.0311702 | Time: 2173.75 ms
[2021-11-09 09:29:10 main:574] : INFO : Epoch 1553 | loss: 0.0311581 | val_loss: 0.0311713 | Time: 2159.89 ms
[2021-11-09 09:29:12 main:574] : INFO : Epoch 1554 | loss: 0.0311579 | val_loss: 0.0311731 | Time: 2163.92 ms
[2021-11-09 09:29:15 main:574] : INFO : Epoch 1555 | loss: 0.0311591 | val_loss: 0.0311717 | Time: 2166.47 ms
[2021-11-09 09:29:17 main:574] : INFO : Epoch 1556 | loss: 0.0311579 | val_loss: 0.0311703 | Time: 2172.65 ms
[2021-11-09 09:29:19 main:574] : INFO : Epoch 1557 | loss: 0.0311566 | val_loss: 0.031172 | Time: 2156.86 ms
[2021-11-09 09:29:21 main:574] : INFO : Epoch 1558 | loss: 0.0311584 | val_loss: 0.0311712 | Time: 2165.25 ms
[2021-11-09 09:29:24 main:574] : INFO : Epoch 1559 | loss: 0.0311578 | val_loss: 0.031176 | Time: 2175.02 ms
[2021-11-09 09:29:26 main:574] : INFO : Epoch 1560 | loss: 0.0311577 | val_loss: 0.0311709 | Time: 2155.66 ms
[2021-11-09 09:29:28 main:574] : INFO : Epoch 1561 | loss: 0.0311562 | val_loss: 0.0311751 | Time: 2173.55 ms
[2021-11-09 09:29:30 main:574] : INFO : Epoch 1562 | loss: 0.0311564 | val_loss: 0.0311726 | Time: 2167.1 ms
[2021-11-09 09:29:33 main:574] : INFO : Epoch 1563 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 2174.8 ms
[2021-11-09 09:29:35 main:574] : INFO : Epoch 1564 | loss: 0.0311566 | val_loss: 0.0311698 | Time: 2156.74 ms
[2021-11-09 09:29:37 main:574] : INFO : Epoch 1565 | loss: 0.0311558 | val_loss: 0.0311704 | Time: 2171.7 ms
[2021-11-09 09:29:39 main:574] : INFO : Epoch 1566 | loss: 0.0311574 | val_loss: 0.0311687 | Time: 2153.96 ms
[2021-11-09 09:29:42 main:574] : INFO : Epoch 1567 | loss: 0.031158 | val_loss: 0.031169 | Time: 2169.75 ms
[2021-11-09 09:29:44 main:574] : INFO : Epoch 1568 | loss: 0.0311584 | val_loss: 0.031171 | Time: 2158.56 ms
[2021-11-09 09:29:46 main:574] : INFO : Epoch 1569 | loss: 0.0311565 | val_loss: 0.0311721 | Time: 2161.5 ms
[2021-11-09 09:29:48 main:574] : INFO : Epoch 1570 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 2171.34 ms
[2021-11-09 09:29:50 main:574] : INFO : Epoch 1571 | loss: 0.0311558 | val_loss: 0.03117 | Time: 2164.84 ms
[2021-11-09 09:29:53 main:574] : INFO : Epoch 1572 | loss: 0.031156 | val_loss: 0.0311688 | Time: 2168.85 ms
[2021-11-09 09:29:55 main:574] : INFO : Epoch 1573 | loss: 0.0311553 | val_loss: 0.0311725 | Time: 2170.98 ms
[2021-11-09 09:29:57 main:574] : INFO : Epoch 1574 | loss: 0.0311555 | val_loss: 0.0311692 | Time: 2170.6 ms
[2021-11-09 09:30:00 main:574] : INFO : Epoch 1575 | loss: 0.0311559 | val_loss: 0.0311681 | Time: 2162 ms
[2021-11-09 09:30:02 main:574] : INFO : Epoch 1576 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 2153.06 ms
[2021-11-09 09:30:04 main:574] : INFO : Epoch 1577 | loss: 0.0311559 | val_loss: 0.0311692 | Time: 2166 ms
[2021-11-09 09:30:06 main:574] : INFO : Epoch 1578 | loss: 0.0311567 | val_loss: 0.0311677 | Time: 2171.58 ms
[2021-11-09 09:30:08 main:574] : INFO : Epoch 1579 | loss: 0.0311557 | val_loss: 0.0311709 | Time: 2163.9 ms
[2021-11-09 09:30:11 main:574] : INFO : Epoch 1580 | loss: 0.0311551 | val_loss: 0.0311679 | Time: 2155.92 ms
[2021-11-09 09:30:13 main:574] : INFO : Epoch 1581 | loss: 0.0311609 | val_loss: 0.0311761 | Time: 2164.36 ms
[2021-11-09 09:30:15 main:574] : INFO : Epoch 1582 | loss: 0.0311681 | val_loss: 0.0311676 | Time: 2161.92 ms
[2021-11-09 09:30:17 main:574] : INFO : Epoch 1583 | loss: 0.0311646 | val_loss: 0.0311671 | Time: 2160.98 ms
[2021-11-09 09:30:20 main:574] : INFO : Epoch 1584 | loss: 0.0311632 | val_loss: 0.031169 | Time: 2158.46 ms
[2021-11-09 09:30:22 main:574] : INFO : Epoch 1585 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 2163.97 ms
[2021-11-09 09:30:24 main:574] : INFO : Epoch 1586 | loss: 0.0311653 | val_loss: 0.031173 | Time: 2155.93 ms
[2021-11-09 09:30:26 main:574] : INFO : Epoch 1587 | loss: 0.031165 | val_loss: 0.031172 | Time: 2160.01 ms
[2021-11-09 09:30:29 main:574] : INFO : Epoch 1588 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 2159.29 ms
[2021-11-09 09:30:31 main:574] : INFO : Epoch 1589 | loss: 0.0311635 | val_loss: 0.0311673 | Time: 2150.82 ms
[2021-11-09 09:30:33 main:574] : INFO : Epoch 1590 | loss: 0.0311637 | val_loss: 0.0311681 | Time: 2146.45 ms
[2021-11-09 09:30:35 main:574] : INFO : Epoch 1591 | loss: 0.0311644 | val_loss: 0.031169 | Time: 2147.33 ms
[2021-11-09 09:30:37 main:574] : INFO : Epoch 1592 | loss: 0.0311625 | val_loss: 0.0311676 | Time: 2165.51 ms
[2021-11-09 09:30:40 main:574] : INFO : Epoch 1593 | loss: 0.0311637 | val_loss: 0.0311674 | Time: 2151.23 ms
[2021-11-09 09:30:42 main:574] : INFO : Epoch 1594 | loss: 0.031161 | val_loss: 0.0311681 | Time: 2165.25 ms
[2021-11-09 09:30:44 main:574] : INFO : Epoch 1595 | loss: 0.0311603 | val_loss: 0.0311659 | Time: 2168.25 ms
[2021-11-09 09:30:46 main:574] : INFO : Epoch 1596 | loss: 0.0311594 | val_loss: 0.031169 | Time: 2162.9 ms
[2021-11-09 09:30:49 main:574] : INFO : Epoch 1597 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 2169.15 ms
[2021-11-09 09:30:51 main:574] : INFO : Epoch 1598 | loss: 0.0311613 | val_loss: 0.0311674 | Time: 2168.55 ms
[2021-11-09 09:30:53 main:574] : INFO : Epoch 1599 | loss: 0.0311592 | val_loss: 0.0311686 | Time: 2180.67 ms
[2021-11-09 09:30:55 main:574] : INFO : Epoch 1600 | loss: 0.031158 | val_loss: 0.0311683 | Time: 2175.38 ms
[2021-11-09 09:30:58 main:574] : INFO : Epoch 1601 | loss: 0.0311595 | val_loss: 0.0311686 | Time: 2170.43 ms
[2021-11-09 09:31:00 main:574] : INFO : Epoch 1602 | loss: 0.0311598 | val_loss: 0.0311716 | Time: 2162.05 ms
[2021-11-09 09:31:02 main:574] : INFO : Epoch 1603 | loss: 0.0311603 | val_loss: 0.0311712 | Time: 2162.39 ms
[2021-11-09 09:31:05 main:574] : INFO : Epoch 1604 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 2173.98 ms
[2021-11-09 09:31:07 main:574] : INFO : Epoch 1605 | loss: 0.031159 | val_loss: 0.0311675 | Time: 2156.27 ms
[2021-11-09 09:31:09 main:574] : INFO : Epoch 1606 | loss: 0.0311591 | val_loss: 0.0311681 | Time: 2150.1 ms
[2021-11-09 09:31:11 main:574] : INFO : Epoch 1607 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 2140.4 ms
[2021-11-09 09:31:14 main:574] : INFO : Epoch 1608 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 2170.51 ms
[2021-11-09 09:31:16 main:574] : INFO : Epoch 1609 | loss: 0.0311588 | val_loss: 0.0311695 | Time: 2169.75 ms
[2021-11-09 09:31:18 main:574] : INFO : Epoch 1610 | loss: 0.0311579 | val_loss: 0.0311719 | Time: 2163.6 ms
[2021-11-09 09:31:20 main:574] : INFO : Epoch 1611 | loss: 0.0311565 | val_loss: 0.0311702 | Time: 2161.86 ms
[2021-11-09 09:31:22 main:574] : INFO : Epoch 1612 | loss: 0.0311563 | val_loss: 0.0311713 | Time: 2157.6 ms
[2021-11-09 09:31:25 main:574] : INFO : Epoch 1613 | loss: 0.0311574 | val_loss: 0.0311717 | Time: 2166.11 ms
[2021-11-09 09:31:27 main:574] : INFO : Epoch 1614 | loss: 0.0311578 | val_loss: 0.0311684 | Time: 2177.18 ms
[2021-11-09 09:31:29 main:574] : INFO : Epoch 1615 | loss: 0.0311557 | val_loss: 0.0311685 | Time: 2178.5 ms
[2021-11-09 09:31:31 main:574] : INFO : Epoch 1616 | loss: 0.0311562 | val_loss: 0.0311691 | Time: 2163.46 ms
[2021-11-09 09:31:34 main:574] : INFO : Epoch 1617 | loss: 0.0311562 | val_loss: 0.0311712 | Time: 2170.53 ms
[2021-11-09 09:31:36 main:574] : INFO : Epoch 1618 | loss: 0.0311555 | val_loss: 0.0311688 | Time: 2178.84 ms
[2021-11-09 09:31:38 main:574] : INFO : Epoch 1619 | loss: 0.0311535 | val_loss: 0.0311698 | Time: 2174.1 ms
[2021-11-09 09:31:40 main:574] : INFO : Epoch 1620 | loss: 0.0311561 | val_loss: 0.0311721 | Time: 2165.51 ms
[2021-11-09 09:31:43 main:574] : INFO : Epoch 1621 | loss: 0.0311553 | val_loss: 0.0311695 | Time: 2160.83 ms
[2021-11-09 09:31:45 main:574] : INFO : Epoch 1622 | loss: 0.0311537 | val_loss: 0.0311694 | Time: 2161.49 ms
[2021-11-09 09:31:47 main:574] : INFO : Epoch 1623 | loss: 0.0311539 | val_loss: 0.0311702 | Time: 2195.22 ms
[2021-11-09 09:31:49 main:574] : INFO : Epoch 1624 | loss: 0.0311555 | val_loss: 0.0311676 | Time: 2178.98 ms
[2021-11-09 09:31:52 main:574] : INFO : Epoch 1625 | loss: 0.0311552 | val_loss: 0.0311707 | Time: 2164.39 ms
[2021-11-09 09:31:54 main:574] : INFO : Epoch 1626 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 2165.45 ms
[2021-11-09 09:31:56 main:574] : INFO : Epoch 1627 | loss: 0.031158 | val_loss: 0.0311725 | Time: 2163.98 ms
[2021-11-09 09:31:58 main:574] : INFO : Epoch 1628 | loss: 0.0311578 | val_loss: 0.0311698 | Time: 2169.53 ms
[2021-11-09 09:32:01 main:574] : INFO : Epoch 1629 | loss: 0.0311549 | val_loss: 0.0311711 | Time: 2180.82 ms
[2021-11-09 09:32:03 main:574] : INFO : Epoch 1630 | loss: 0.0311558 | val_loss: 0.0311715 | Time: 2164.16 ms
[2021-11-09 09:32:05 main:574] : INFO : Epoch 1631 | loss: 0.0311536 | val_loss: 0.03117 | Time: 2157.29 ms
[2021-11-09 09:32:07 main:574] : INFO : Epoch 1632 | loss: 0.0311527 | val_loss: 0.0311718 | Time: 2158.03 ms
[2021-11-09 09:32:10 main:574] : INFO : Epoch 1633 | loss: 0.031153 | val_loss: 0.0311704 | Time: 2157.05 ms
[2021-11-09 09:32:12 main:574] : INFO : Epoch 1634 | loss: 0.0311532 | val_loss: 0.0311772 | Time: 2168.17 ms
[2021-11-09 09:32:14 main:574] : INFO : Epoch 1635 | loss: 0.0311545 | val_loss: 0.0311696 | Time: 2185.82 ms
[2021-11-09 09:32:16 main:574] : INFO : Epoch 1636 | loss: 0.0311541 | val_loss: 0.0311719 | Time: 2186.54 ms
[2021-11-09 09:32:19 main:574] : INFO : Epoch 1637 | loss: 0.0311546 | val_loss: 0.0311723 | Time: 2172.74 ms
[2021-11-09 09:32:21 main:574] : INFO : Epoch 1638 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 2157.49 ms
[2021-11-09 09:32:23 main:574] : INFO : Epoch 1639 | loss: 0.031154 | val_loss: 0.0311715 | Time: 2166.66 ms
[2021-11-09 09:32:25 main:574] : INFO : Epoch 1640 | loss: 0.0311539 | val_loss: 0.0311716 | Time: 2153.35 ms
[2021-11-09 09:32:28 main:574] : INFO : Epoch 1641 | loss: 0.0311533 | val_loss: 0.0311702 | Time: 2164.43 ms
[2021-11-09 09:32:30 main:574] : INFO : Epoch 1642 | loss: 0.0311533 | val_loss: 0.0311699 | Time: 2172.34 ms
[2021-11-09 09:32:32 main:574] : INFO : Epoch 1643 | loss: 0.0311566 | val_loss: 0.0311761 | Time: 2180.63 ms
[2021-11-09 09:32:34 main:574] : INFO : Epoch 1644 | loss: 0.0311568 | val_loss: 0.0311765 | Time: 2165.61 ms
[2021-11-09 09:32:37 main:574] : INFO : Epoch 1645 | loss: 0.0311548 | val_loss: 0.0311704 | Time: 2181.68 ms
[2021-11-09 09:32:39 main:574] : INFO : Epoch 1646 | loss: 0.0311532 | val_loss: 0.0311691 | Time: 2167.75 ms
[2021-11-09 09:32:41 main:574] : INFO : Epoch 1647 | loss: 0.0311545 | val_loss: 0.0311701 | Time: 2175.38 ms
[2021-11-09 09:32:43 main:574] : INFO : Epoch 1648 | loss: 0.031152 | val_loss: 0.0311686 | Time: 2175.76 ms
[2021-11-09 09:32:46 main:574] : INFO : Epoch 1649 | loss: 0.0311516 | val_loss: 0.0311695 | Time: 2174.93 ms
[2021-11-09 09:32:48 main:574] : INFO : Epoch 1650 | loss: 0.031151 | val_loss: 0.0311694 | Time: 2173.12 ms
[2021-11-09 09:32:50 main:574] : INFO : Epoch 1651 | loss: 0.0311521 | val_loss: 0.0311694 | Time: 2150.15 ms
[2021-11-09 09:32:52 main:574] : INFO : Epoch 1652 | loss: 0.0311523 | val_loss: 0.0311691 | Time: 2173.16 ms
[2021-11-09 09:32:55 main:574] : INFO : Epoch 1653 | loss: 0.0311519 | val_loss: 0.0311709 | Time: 2170.09 ms
[2021-11-09 09:32:57 main:574] : INFO : Epoch 1654 | loss: 0.0311527 | val_loss: 0.0311694 | Time: 2171.04 ms
[2021-11-09 09:32:59 main:574] : INFO : Epoch 1655 | loss: 0.0311525 | val_loss: 0.0311703 | Time: 2166.68 ms
[2021-11-09 09:33:01 main:574] : INFO : Epoch 1656 | loss: 0.0311521 | val_loss: 0.0311688 | Time: 2156.06 ms
[2021-11-09 09:33:04 main:574] : INFO : Epoch 1657 | loss: 0.0311521 | val_loss: 0.0311722 | Time: 2167.93 ms
[2021-11-09 09:33:06 main:574] : INFO : Epoch 1658 | loss: 0.0311509 | val_loss: 0.0311719 | Time: 2132.26 ms
[2021-11-09 09:33:08 main:574] : INFO : Epoch 1659 | loss: 0.0311516 | val_loss: 0.0311688 | Time: 2158.64 ms
[2021-11-09 09:33:10 main:574] : INFO : Epoch 1660 | loss: 0.0311507 | val_loss: 0.0311706 | Time: 2156.48 ms
[2021-11-09 09:33:13 main:574] : INFO : Epoch 1661 | loss: 0.0311511 | val_loss: 0.0311703 | Time: 2160.99 ms
[2021-11-09 09:33:15 main:574] : INFO : Epoch 1662 | loss: 0.0311507 | val_loss: 0.0311737 | Time: 2158.09 ms
[2021-11-09 09:33:17 main:574] : INFO : Epoch 1663 | loss: 0.0311533 | val_loss: 0.031173 | Time: 2192.89 ms
[2021-11-09 09:33:19 main:574] : INFO : Epoch 1664 | loss: 0.0311514 | val_loss: 0.0311736 | Time: 2158.67 ms
[2021-11-09 09:33:22 main:574] : INFO : Epoch 1665 | loss: 0.0311512 | val_loss: 0.0311704 | Time: 2159.03 ms
[2021-11-09 09:33:24 main:574] : INFO : Epoch 1666 | loss: 0.0311524 | val_loss: 0.0311713 | Time: 2172.93 ms
[2021-11-09 09:33:26 main:574] : INFO : Epoch 1667 | loss: 0.0311513 | val_loss: 0.0311693 | Time: 2159.67 ms
[2021-11-09 09:33:28 main:574] : INFO : Epoch 1668 | loss: 0.0311521 | val_loss: 0.03117 | Time: 2162.68 ms
[2021-11-09 09:33:30 main:574] : INFO : Epoch 1669 | loss: 0.0311515 | val_loss: 0.0311694 | Time: 2168.48 ms
[2021-11-09 09:33:33 main:574] : INFO : Epoch 1670 | loss: 0.0311505 | val_loss: 0.0311678 | Time: 2171.12 ms
[2021-11-09 09:33:35 main:574] : INFO : Epoch 1671 | loss: 0.0311505 | val_loss: 0.031169 | Time: 2167.01 ms
[2021-11-09 09:33:37 main:574] : INFO : Epoch 1672 | loss: 0.0311521 | val_loss: 0.0311681 | Time: 2159.17 ms
[2021-11-09 09:33:39 main:574] : INFO : Epoch 1673 | loss: 0.0311512 | val_loss: 0.0311706 | Time: 2172.62 ms
[2021-11-09 09:33:42 main:574] : INFO : Epoch 1674 | loss: 0.0311515 | val_loss: 0.0311683 | Time: 2165.81 ms
[2021-11-09 09:33:44 main:574] : INFO : Epoch 1675 | loss: 0.0311513 | val_loss: 0.0311732 | Time: 2174.94 ms
[2021-11-09 09:33:46 main:574] : INFO : Epoch 1676 | loss: 0.0311539 | val_loss: 0.0311721 | Time: 2142.03 ms
[2021-11-09 09:33:48 main:574] : INFO : Epoch 1677 | loss: 0.0311511 | val_loss: 0.0311686 | Time: 2181.33 ms
[2021-11-09 09:33:50 main:574] : INFO : Epoch 1678 | loss: 0.0311501 | val_loss: 0.0311683 | Time: 2156.45 ms
[2021-11-09 09:33:53 main:574] : INFO : Epoch 1679 | loss: 0.0311505 | val_loss: 0.0311695 | Time: 2154.58 ms
[2021-11-09 09:33:55 main:574] : INFO : Epoch 1680 | loss: 0.0311542 | val_loss: 0.0311695 | Time: 2156.9 ms
[2021-11-09 09:33:57 main:574] : INFO : Epoch 1681 | loss: 0.031156 | val_loss: 0.0311683 | Time: 2172.77 ms
[2021-11-09 09:33:59 main:574] : INFO : Epoch 1682 | loss: 0.0311548 | val_loss: 0.0311702 | Time: 2161.03 ms
[2021-11-09 09:34:02 main:574] : INFO : Epoch 1683 | loss: 0.0311561 | val_loss: 0.0311693 | Time: 2149.58 ms
[2021-11-09 09:34:04 main:574] : INFO : Epoch 1684 | loss: 0.0311557 | val_loss: 0.0311683 | Time: 2163.51 ms
[2021-11-09 09:34:06 main:574] : INFO : Epoch 1685 | loss: 0.0311553 | val_loss: 0.0311747 | Time: 2176.72 ms
[2021-11-09 09:34:09 main:574] : INFO : Epoch 1686 | loss: 0.0311561 | val_loss: 0.0311707 | Time: 2162.95 ms
[2021-11-09 09:34:11 main:574] : INFO : Epoch 1687 | loss: 0.0311603 | val_loss: 0.0311696 | Time: 2163.05 ms
[2021-11-09 09:34:13 main:574] : INFO : Epoch 1688 | loss: 0.0311605 | val_loss: 0.031171 | Time: 2169.86 ms
[2021-11-09 09:34:15 main:574] : INFO : Epoch 1689 | loss: 0.0311583 | val_loss: 0.0311664 | Time: 2178.66 ms
[2021-11-09 09:34:18 main:574] : INFO : Epoch 1690 | loss: 0.0311563 | val_loss: 0.0311691 | Time: 2161.7 ms
[2021-11-09 09:34:20 main:574] : INFO : Epoch 1691 | loss: 0.0311558 | val_loss: 0.0311699 | Time: 2176.46 ms
[2021-11-09 09:34:22 main:574] : INFO : Epoch 1692 | loss: 0.0311556 | val_loss: 0.0311677 | Time: 2156.46 ms
[2021-11-09 09:34:24 main:574] : INFO : Epoch 1693 | loss: 0.0311534 | val_loss: 0.0311676 | Time: 2158.71 ms
[2021-11-09 09:34:27 main:574] : INFO : Epoch 1694 | loss: 0.0311535 | val_loss: 0.0311696 | Time: 2173.05 ms
[2021-11-09 09:34:29 main:574] : INFO : Epoch 1695 | loss: 0.0311521 | val_loss: 0.031172 | Time: 2162.13 ms
[2021-11-09 09:34:31 main:574] : INFO : Epoch 1696 | loss: 0.0311542 | val_loss: 0.0311726 | Time: 2167.06 ms
[2021-11-09 09:34:34 main:574] : INFO : Epoch 1697 | loss: 0.0311532 | val_loss: 0.0311694 | Time: 2165.05 ms
[2021-11-09 09:34:36 main:574] : INFO : Epoch 1698 | loss: 0.0311575 | val_loss: 0.0311762 | Time: 2161.89 ms
[2021-11-09 09:34:38 main:574] : INFO : Epoch 1699 | loss: 0.0311569 | val_loss: 0.0311697 | Time: 2182.39 ms
[2021-11-09 09:34:40 main:574] : INFO : Epoch 1700 | loss: 0.0311601 | val_loss: 0.0311735 | Time: 2184.71 ms
[2021-11-09 09:34:43 main:574] : INFO : Epoch 1701 | loss: 0.0311559 | val_loss: 0.0311705 | Time: 2149.81 ms
[2021-11-09 09:34:45 main:574] : INFO : Epoch 1702 | loss: 0.0311538 | val_loss: 0.0311716 | Time: 2171.13 ms
[2021-11-09 09:34:47 main:574] : INFO : Epoch 1703 | loss: 0.0311541 | val_loss: 0.0311728 | Time: 2184.87 ms
[2021-11-09 09:34:49 main:574] : INFO : Epoch 1704 | loss: 0.0311532 | val_loss: 0.0311714 | Time: 2170.67 ms
[2021-11-09 09:34:52 main:574] : INFO : Epoch 1705 | loss: 0.0311533 | val_loss: 0.031173 | Time: 2170.3 ms
[2021-11-09 09:34:54 main:574] : INFO : Epoch 1706 | loss: 0.0311519 | val_loss: 0.0311717 | Time: 2160.2 ms
[2021-11-09 09:34:56 main:574] : INFO : Epoch 1707 | loss: 0.0311507 | val_loss: 0.0311713 | Time: 2164.63 ms
[2021-11-09 09:34:58 main:574] : INFO : Epoch 1708 | loss: 0.0311513 | val_loss: 0.0311757 | Time: 2158.04 ms
[2021-11-09 09:35:00 main:574] : INFO : Epoch 1709 | loss: 0.0311533 | val_loss: 0.0311727 | Time: 2179.36 ms
[2021-11-09 09:35:03 main:574] : INFO : Epoch 1710 | loss: 0.0311508 | val_loss: 0.0311699 | Time: 2176.54 ms
[2021-11-09 09:35:05 main:574] : INFO : Epoch 1711 | loss: 0.031152 | val_loss: 0.0311705 | Time: 2171.82 ms
[2021-11-09 09:35:07 main:574] : INFO : Epoch 1712 | loss: 0.0311501 | val_loss: 0.0311705 | Time: 2170.63 ms
[2021-11-09 09:35:09 main:574] : INFO : Epoch 1713 | loss: 0.0311509 | val_loss: 0.0311761 | Time: 2162.72 ms
[2021-11-09 09:35:12 main:574] : INFO : Epoch 1714 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 2197.3 ms
[2021-11-09 09:35:14 main:574] : INFO : Epoch 1715 | loss: 0.0311498 | val_loss: 0.0311708 | Time: 2198.6 ms
[2021-11-09 09:35:16 main:574] : INFO : Epoch 1716 | loss: 0.0311503 | val_loss: 0.0311698 | Time: 2176.16 ms
[2021-11-09 09:35:18 main:574] : INFO : Epoch 1717 | loss: 0.0311491 | val_loss: 0.0311685 | Time: 2175.39 ms
[2021-11-09 09:35:21 main:574] : INFO : Epoch 1718 | loss: 0.0311492 | val_loss: 0.0311736 | Time: 2165.82 ms
[2021-11-09 09:35:23 main:574] : INFO : Epoch 1719 | loss: 0.0311494 | val_loss: 0.0311692 | Time: 2165.45 ms
[2021-11-09 09:35:25 main:574] : INFO : Epoch 1720 | loss: 0.0311492 | val_loss: 0.0311719 | Time: 2191.09 ms
[2021-11-09 09:35:27 main:574] : INFO : Epoch 1721 | loss: 0.0311486 | val_loss: 0.0311713 | Time: 2167.09 ms
[2021-11-09 09:35:30 main:574] : INFO : Epoch 1722 | loss: 0.0311485 | val_loss: 0.0311709 | Time: 2175.33 ms
[2021-11-09 09:35:32 main:574] : INFO : Epoch 1723 | loss: 0.0311495 | val_loss: 0.0311689 | Time: 2168.32 ms
[2021-11-09 09:35:34 main:574] : INFO : Epoch 1724 | loss: 0.031151 | val_loss: 0.0311816 | Time: 2170.61 ms
[2021-11-09 09:35:37 main:574] : INFO : Epoch 1725 | loss: 0.0311519 | val_loss: 0.0311736 | Time: 2172.49 ms
[2021-11-09 09:35:39 main:574] : INFO : Epoch 1726 | loss: 0.0311515 | val_loss: 0.0311748 | Time: 2162.16 ms
[2021-11-09 09:35:41 main:574] : INFO : Epoch 1727 | loss: 0.0311498 | val_loss: 0.0311719 | Time: 2177.61 ms
[2021-11-09 09:35:43 main:574] : INFO : Epoch 1728 | loss: 0.0311501 | val_loss: 0.0311716 | Time: 2181.37 ms
[2021-11-09 09:35:45 main:574] : INFO : Epoch 1729 | loss: 0.0311492 | val_loss: 0.0311752 | Time: 2162.21 ms
[2021-11-09 09:35:48 main:574] : INFO : Epoch 1730 | loss: 0.0311487 | val_loss: 0.0311749 | Time: 2182.39 ms
[2021-11-09 09:35:50 main:574] : INFO : Epoch 1731 | loss: 0.0311491 | val_loss: 0.0311736 | Time: 2166.37 ms
[2021-11-09 09:35:52 main:574] : INFO : Epoch 1732 | loss: 0.0311516 | val_loss: 0.0311774 | Time: 2168.18 ms
[2021-11-09 09:35:54 main:574] : INFO : Epoch 1733 | loss: 0.031155 | val_loss: 0.0311737 | Time: 2184.95 ms
[2021-11-09 09:35:57 main:574] : INFO : Epoch 1734 | loss: 0.0311522 | val_loss: 0.0311707 | Time: 2177.39 ms
[2021-11-09 09:35:59 main:574] : INFO : Epoch 1735 | loss: 0.0311504 | val_loss: 0.031173 | Time: 2156.3 ms
[2021-11-09 09:36:01 main:574] : INFO : Epoch 1736 | loss: 0.0311519 | val_loss: 0.031168 | Time: 2171.02 ms
[2021-11-09 09:36:03 main:574] : INFO : Epoch 1737 | loss: 0.0311517 | val_loss: 0.0311706 | Time: 2194.71 ms
[2021-11-09 09:36:06 main:574] : INFO : Epoch 1738 | loss: 0.0311506 | val_loss: 0.0311718 | Time: 2159.93 ms
[2021-11-09 09:36:08 main:574] : INFO : Epoch 1739 | loss: 0.0311514 | val_loss: 0.0311667 | Time: 2170.39 ms
[2021-11-09 09:36:10 main:574] : INFO : Epoch 1740 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 2161.91 ms
[2021-11-09 09:36:12 main:574] : INFO : Epoch 1741 | loss: 0.0311505 | val_loss: 0.0311663 | Time: 2160.59 ms
[2021-11-09 09:36:15 main:574] : INFO : Epoch 1742 | loss: 0.0311509 | val_loss: 0.0311711 | Time: 2177.81 ms
[2021-11-09 09:36:17 main:574] : INFO : Epoch 1743 | loss: 0.0311516 | val_loss: 0.0311725 | Time: 2173.27 ms
[2021-11-09 09:36:19 main:574] : INFO : Epoch 1744 | loss: 0.0311518 | val_loss: 0.0311758 | Time: 2172.69 ms
[2021-11-09 09:36:21 main:574] : INFO : Epoch 1745 | loss: 0.031153 | val_loss: 0.0311771 | Time: 2173.86 ms
[2021-11-09 09:36:24 main:574] : INFO : Epoch 1746 | loss: 0.0311517 | val_loss: 0.0311725 | Time: 2169.43 ms
[2021-11-09 09:36:26 main:574] : INFO : Epoch 1747 | loss: 0.0311516 | val_loss: 0.0311683 | Time: 2165.24 ms
[2021-11-09 09:36:28 main:574] : INFO : Epoch 1748 | loss: 0.0311495 | val_loss: 0.0311697 | Time: 2192.44 ms
[2021-11-09 09:36:31 main:574] : INFO : Epoch 1749 | loss: 0.0311495 | val_loss: 0.0311683 | Time: 2176.51 ms
[2021-11-09 09:36:33 main:574] : INFO : Epoch 1750 | loss: 0.0311511 | val_loss: 0.0311747 | Time: 2172.51 ms
[2021-11-09 09:36:35 main:574] : INFO : Epoch 1751 | loss: 0.0311491 | val_loss: 0.0311698 | Time: 2162.06 ms
[2021-11-09 09:36:37 main:574] : INFO : Epoch 1752 | loss: 0.0311482 | val_loss: 0.0311708 | Time: 2164.66 ms
[2021-11-09 09:36:40 main:574] : INFO : Epoch 1753 | loss: 0.0311484 | val_loss: 0.0311712 | Time: 2180.14 ms
[2021-11-09 09:36:42 main:574] : INFO : Epoch 1754 | loss: 0.0311483 | val_loss: 0.0311706 | Time: 2178.58 ms
[2021-11-09 09:36:44 main:574] : INFO : Epoch 1755 | loss: 0.0311494 | val_loss: 0.031169 | Time: 2182.61 ms
[2021-11-09 09:36:46 main:574] : INFO : Epoch 1756 | loss: 0.0311483 | val_loss: 0.0311702 | Time: 2184.47 ms
[2021-11-09 09:36:49 main:574] : INFO : Epoch 1757 | loss: 0.031147 | val_loss: 0.0311727 | Time: 2182.36 ms
[2021-11-09 09:36:51 main:574] : INFO : Epoch 1758 | loss: 0.0311473 | val_loss: 0.0311716 | Time: 2177.42 ms
[2021-11-09 09:36:53 main:574] : INFO : Epoch 1759 | loss: 0.0311496 | val_loss: 0.0311767 | Time: 2159.66 ms
[2021-11-09 09:36:55 main:574] : INFO : Epoch 1760 | loss: 0.031148 | val_loss: 0.0311691 | Time: 2167.45 ms
[2021-11-09 09:36:58 main:574] : INFO : Epoch 1761 | loss: 0.0311517 | val_loss: 0.0311747 | Time: 2174.37 ms
[2021-11-09 09:37:00 main:574] : INFO : Epoch 1762 | loss: 0.031151 | val_loss: 0.0311713 | Time: 2182.34 ms
[2021-11-09 09:37:02 main:574] : INFO : Epoch 1763 | loss: 0.0311474 | val_loss: 0.0311708 | Time: 2168.66 ms
[2021-11-09 09:37:04 main:574] : INFO : Epoch 1764 | loss: 0.0311473 | val_loss: 0.0311746 | Time: 2158.46 ms
[2021-11-09 09:37:07 main:574] : INFO : Epoch 1765 | loss: 0.0311476 | val_loss: 0.0311706 | Time: 2169.29 ms
[2021-11-09 09:37:09 main:574] : INFO : Epoch 1766 | loss: 0.0311471 | val_loss: 0.0311697 | Time: 2166.15 ms
[2021-11-09 09:37:11 main:574] : INFO : Epoch 1767 | loss: 0.0311464 | val_loss: 0.0311759 | Time: 2162.72 ms
[2021-11-09 09:37:13 main:574] : INFO : Epoch 1768 | loss: 0.0311492 | val_loss: 0.0311718 | Time: 2162.39 ms
[2021-11-09 09:37:15 main:574] : INFO : Epoch 1769 | loss: 0.0311504 | val_loss: 0.0311705 | Time: 2173.24 ms
[2021-11-09 09:37:18 main:574] : INFO : Epoch 1770 | loss: 0.0311514 | val_loss: 0.0311751 | Time: 2172.83 ms
[2021-11-09 09:37:20 main:574] : INFO : Epoch 1771 | loss: 0.0311523 | val_loss: 0.0311707 | Time: 2159.37 ms
[2021-11-09 09:37:22 main:574] : INFO : Epoch 1772 | loss: 0.0311507 | val_loss: 0.0311706 | Time: 2161.23 ms
[2021-11-09 09:37:24 main:574] : INFO : Epoch 1773 | loss: 0.0311512 | val_loss: 0.0311726 | Time: 2179.34 ms
[2021-11-09 09:37:27 main:574] : INFO : Epoch 1774 | loss: 0.0311526 | val_loss: 0.0311838 | Time: 2160.05 ms
[2021-11-09 09:37:29 main:574] : INFO : Epoch 1775 | loss: 0.0311543 | val_loss: 0.0311713 | Time: 2180.29 ms
[2021-11-09 09:37:31 main:574] : INFO : Epoch 1776 | loss: 0.0311549 | val_loss: 0.0311741 | Time: 2179.73 ms
[2021-11-09 09:37:33 main:574] : INFO : Epoch 1777 | loss: 0.0311525 | val_loss: 0.031172 | Time: 2176.18 ms
[2021-11-09 09:37:36 main:574] : INFO : Epoch 1778 | loss: 0.0311514 | val_loss: 0.0311706 | Time: 2182.96 ms
[2021-11-09 09:37:38 main:574] : INFO : Epoch 1779 | loss: 0.0311496 | val_loss: 0.0311694 | Time: 2177.58 ms
[2021-11-09 09:37:40 main:574] : INFO : Epoch 1780 | loss: 0.0311487 | val_loss: 0.0311697 | Time: 2170.02 ms
[2021-11-09 09:37:42 main:574] : INFO : Epoch 1781 | loss: 0.0311493 | val_loss: 0.031171 | Time: 2169.78 ms
[2021-11-09 09:37:45 main:574] : INFO : Epoch 1782 | loss: 0.0311532 | val_loss: 0.0311706 | Time: 2180.37 ms
[2021-11-09 09:37:47 main:574] : INFO : Epoch 1783 | loss: 0.0311544 | val_loss: 0.03117 | Time: 2173.19 ms
[2021-11-09 09:37:49 main:574] : INFO : Epoch 1784 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 2184.39 ms
[2021-11-09 09:37:51 main:574] : INFO : Epoch 1785 | loss: 0.0311532 | val_loss: 0.0311728 | Time: 2166.07 ms
[2021-11-09 09:37:54 main:574] : INFO : Epoch 1786 | loss: 0.0311521 | val_loss: 0.031173 | Time: 2175.83 ms
[2021-11-09 09:37:56 main:574] : INFO : Epoch 1787 | loss: 0.0311514 | val_loss: 0.0311754 | Time: 2170.48 ms
[2021-11-09 09:37:58 main:574] : INFO : Epoch 1788 | loss: 0.0311518 | val_loss: 0.0311708 | Time: 2161.14 ms
[2021-11-09 09:38:00 main:574] : INFO : Epoch 1789 | loss: 0.0311502 | val_loss: 0.0311712 | Time: 2179.82 ms
[2021-11-09 09:38:03 main:574] : INFO : Epoch 1790 | loss: 0.0311496 | val_loss: 0.0311715 | Time: 2165.25 ms
[2021-11-09 09:38:05 main:574] : INFO : Epoch 1791 | loss: 0.0311496 | val_loss: 0.0311719 | Time: 2190.31 ms
[2021-11-09 09:38:07 main:574] : INFO : Epoch 1792 | loss: 0.0311509 | val_loss: 0.0311704 | Time: 2172.51 ms
[2021-11-09 09:38:10 main:574] : INFO : Epoch 1793 | loss: 0.0311501 | val_loss: 0.031175 | Time: 2158.63 ms
[2021-11-09 09:38:12 main:574] : INFO : Epoch 1794 | loss: 0.0311494 | val_loss: 0.031172 | Time: 2160.19 ms
[2021-11-09 09:38:14 main:574] : INFO : Epoch 1795 | loss: 0.0311672 | val_loss: 0.031184 | Time: 2173.77 ms
[2021-11-09 09:38:16 main:574] : INFO : Epoch 1796 | loss: 0.0311689 | val_loss: 0.0311733 | Time: 2179.79 ms
[2021-11-09 09:38:19 main:574] : INFO : Epoch 1797 | loss: 0.031164 | val_loss: 0.0311722 | Time: 2168.02 ms
[2021-11-09 09:38:21 main:574] : INFO : Epoch 1798 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 2163.85 ms
[2021-11-09 09:38:23 main:574] : INFO : Epoch 1799 | loss: 0.031159 | val_loss: 0.031175 | Time: 2159.28 ms
[2021-11-09 09:38:25 main:574] : INFO : Epoch 1800 | loss: 0.031163 | val_loss: 0.0311707 | Time: 2177.49 ms
[2021-11-09 09:38:27 main:574] : INFO : Epoch 1801 | loss: 0.0311609 | val_loss: 0.0311698 | Time: 2168.65 ms
[2021-11-09 09:38:30 main:574] : INFO : Epoch 1802 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 2176.25 ms
[2021-11-09 09:38:32 main:574] : INFO : Epoch 1803 | loss: 0.0311579 | val_loss: 0.0311699 | Time: 2180.63 ms
[2021-11-09 09:38:34 main:574] : INFO : Epoch 1804 | loss: 0.0311565 | val_loss: 0.0311704 | Time: 2190.2 ms
[2021-11-09 09:38:37 main:574] : INFO : Epoch 1805 | loss: 0.0311566 | val_loss: 0.0311709 | Time: 2172.82 ms
[2021-11-09 09:38:39 main:574] : INFO : Epoch 1806 | loss: 0.0311547 | val_loss: 0.0311661 | Time: 2179.87 ms
[2021-11-09 09:38:41 main:574] : INFO : Epoch 1807 | loss: 0.0311547 | val_loss: 0.0311675 | Time: 2173.34 ms
[2021-11-09 09:38:44 main:574] : INFO : Epoch 1808 | loss: 0.0311535 | val_loss: 0.031171 | Time: 2184.2 ms
[2021-11-09 09:38:46 main:574] : INFO : Epoch 1809 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 2188.93 ms
[2021-11-09 09:38:48 main:574] : INFO : Epoch 1810 | loss: 0.0311531 | val_loss: 0.0311705 | Time: 2192.35 ms
[2021-11-09 09:38:50 main:574] : INFO : Epoch 1811 | loss: 0.0311514 | val_loss: 0.0311707 | Time: 2157.38 ms
[2021-11-09 09:38:53 main:574] : INFO : Epoch 1812 | loss: 0.0311512 | val_loss: 0.0311681 | Time: 2180.75 ms
[2021-11-09 09:38:55 main:574] : INFO : Epoch 1813 | loss: 0.0311508 | val_loss: 0.0311683 | Time: 2166.76 ms
[2021-11-09 09:38:57 main:574] : INFO : Epoch 1814 | loss: 0.0311506 | val_loss: 0.0311673 | Time: 2153.44 ms
[2021-11-09 09:38:59 main:574] : INFO : Epoch 1815 | loss: 0.0311503 | val_loss: 0.0311683 | Time: 2168.03 ms
[2021-11-09 09:39:02 main:574] : INFO : Epoch 1816 | loss: 0.0311511 | val_loss: 0.0311668 | Time: 2183.11 ms
[2021-11-09 09:39:04 main:574] : INFO : Epoch 1817 | loss: 0.0311497 | val_loss: 0.0311695 | Time: 2180.09 ms
[2021-11-09 09:39:06 main:574] : INFO : Epoch 1818 | loss: 0.0311492 | val_loss: 0.0311673 | Time: 2177.21 ms
[2021-11-09 09:39:08 main:574] : INFO : Epoch 1819 | loss: 0.0311486 | val_loss: 0.0311664 | Time: 2173.33 ms
[2021-11-09 09:39:11 main:574] : INFO : Epoch 1820 | loss: 0.0311497 | val_loss: 0.031167 | Time: 2176.79 ms
[2021-11-09 09:39:13 main:574] : INFO : Epoch 1821 | loss: 0.0311499 | val_loss: 0.031168 | Time: 2153.84 ms
[2021-11-09 09:39:15 main:574] : INFO : Epoch 1822 | loss: 0.031149 | val_loss: 0.0311678 | Time: 2160.66 ms
[2021-11-09 09:39:17 main:574] : INFO : Epoch 1823 | loss: 0.0311589 | val_loss: 0.0311766 | Time: 2158.35 ms
[2021-11-09 09:39:20 main:574] : INFO : Epoch 1824 | loss: 0.0311639 | val_loss: 0.0311751 | Time: 2188.57 ms
[2021-11-09 09:39:22 main:574] : INFO : Epoch 1825 | loss: 0.0311618 | val_loss: 0.0311716 | Time: 2163.72 ms
[2021-11-09 09:39:24 main:574] : INFO : Epoch 1826 | loss: 0.0311622 | val_loss: 0.0311702 | Time: 2174.47 ms
[2021-11-09 09:39:26 main:574] : INFO : Epoch 1827 | loss: 0.0311637 | val_loss: 0.0311763 | Time: 2178.65 ms
[2021-11-09 09:39:29 main:574] : INFO : Epoch 1828 | loss: 0.0311648 | val_loss: 0.031176 | Time: 2169.18 ms
[2021-11-09 09:39:31 main:574] : INFO : Epoch 1829 | loss: 0.0311633 | val_loss: 0.0311772 | Time: 2168.01 ms
[2021-11-09 09:39:33 main:574] : INFO : Epoch 1830 | loss: 0.0311618 | val_loss: 0.0311731 | Time: 2177.02 ms
[2021-11-09 09:39:35 main:574] : INFO : Epoch 1831 | loss: 0.0311578 | val_loss: 0.0311706 | Time: 2158.86 ms
[2021-11-09 09:39:38 main:574] : INFO : Epoch 1832 | loss: 0.0311579 | val_loss: 0.0311721 | Time: 2167.92 ms
[2021-11-09 09:39:40 main:574] : INFO : Epoch 1833 | loss: 0.0311573 | val_loss: 0.0311723 | Time: 2167.98 ms
[2021-11-09 09:39:42 main:574] : INFO : Epoch 1834 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 2160.16 ms
[2021-11-09 09:39:44 main:574] : INFO : Epoch 1835 | loss: 0.0311586 | val_loss: 0.0311728 | Time: 2176.23 ms
[2021-11-09 09:39:47 main:574] : INFO : Epoch 1836 | loss: 0.0311575 | val_loss: 0.0311719 | Time: 2174.41 ms
[2021-11-09 09:39:49 main:574] : INFO : Epoch 1837 | loss: 0.031156 | val_loss: 0.031174 | Time: 2162.12 ms
[2021-11-09 09:39:51 main:574] : INFO : Epoch 1838 | loss: 0.0311551 | val_loss: 0.0311725 | Time: 2181.54 ms
[2021-11-09 09:39:53 main:574] : INFO : Epoch 1839 | loss: 0.0311566 | val_loss: 0.0311728 | Time: 2162.86 ms
[2021-11-09 09:39:56 main:574] : INFO : Epoch 1840 | loss: 0.0311546 | val_loss: 0.0311704 | Time: 2162.98 ms
[2021-11-09 09:39:58 main:574] : INFO : Epoch 1841 | loss: 0.0311547 | val_loss: 0.0311743 | Time: 2177.97 ms
[2021-11-09 09:40:00 main:574] : INFO : Epoch 1842 | loss: 0.0311531 | val_loss: 0.0311687 | Time: 2177.93 ms
[2021-11-09 09:40:02 main:574] : INFO : Epoch 1843 | loss: 0.0311528 | val_loss: 0.0311684 | Time: 2175.14 ms
[2021-11-09 09:40:05 main:574] : INFO : Epoch 1844 | loss: 0.0311526 | val_loss: 0.0311683 | Time: 2142.67 ms
[2021-11-09 09:40:07 main:574] : INFO : Epoch 1845 | loss: 0.0311524 | val_loss: 0.0311694 | Time: 2170.17 ms
[2021-11-09 09:40:09 main:574] : INFO : Epoch 1846 | loss: 0.0311523 | val_loss: 0.0311698 | Time: 2180.32 ms
[2021-11-09 09:40:11 main:574] : INFO : Epoch 1847 | loss: 0.0311541 | val_loss: 0.031172 | Time: 2189.8 ms
[2021-11-09 09:40:14 main:574] : INFO : Epoch 1848 | loss: 0.0311521 | val_loss: 0.0311681 | Time: 2189.3 ms
[2021-11-09 09:40:16 main:574] : INFO : Epoch 1849 | loss: 0.031151 | val_loss: 0.0311709 | Time: 2175.87 ms
[2021-11-09 09:40:18 main:574] : INFO : Epoch 1850 | loss: 0.0311508 | val_loss: 0.031169 | Time: 2162.12 ms
[2021-11-09 09:40:20 main:574] : INFO : Epoch 1851 | loss: 0.0311489 | val_loss: 0.0311699 | Time: 2153.91 ms
[2021-11-09 09:40:23 main:574] : INFO : Epoch 1852 | loss: 0.0311495 | val_loss: 0.0311682 | Time: 2178.02 ms
[2021-11-09 09:40:25 main:574] : INFO : Epoch 1853 | loss: 0.0311517 | val_loss: 0.0311707 | Time: 2185.54 ms
[2021-11-09 09:40:27 main:574] : INFO : Epoch 1854 | loss: 0.0311531 | val_loss: 0.0311737 | Time: 2158.35 ms
[2021-11-09 09:40:29 main:574] : INFO : Epoch 1855 | loss: 0.031152 | val_loss: 0.0311708 | Time: 2177.42 ms
[2021-11-09 09:40:32 main:574] : INFO : Epoch 1856 | loss: 0.0311493 | val_loss: 0.0311669 | Time: 2156.46 ms
[2021-11-09 09:40:34 main:574] : INFO : Epoch 1857 | loss: 0.0311497 | val_loss: 0.0311667 | Time: 2180.73 ms
[2021-11-09 09:40:36 main:574] : INFO : Epoch 1858 | loss: 0.0311497 | val_loss: 0.0311659 | Time: 2171.14 ms
[2021-11-09 09:40:38 main:574] : INFO : Epoch 1859 | loss: 0.0311493 | val_loss: 0.0311702 | Time: 2166.7 ms
[2021-11-09 09:40:41 main:574] : INFO : Epoch 1860 | loss: 0.0311522 | val_loss: 0.0311684 | Time: 2164.62 ms
[2021-11-09 09:40:43 main:574] : INFO : Epoch 1861 | loss: 0.0311511 | val_loss: 0.0311702 | Time: 2158.21 ms
[2021-11-09 09:40:45 main:574] : INFO : Epoch 1862 | loss: 0.0311489 | val_loss: 0.031167 | Time: 2169.51 ms
[2021-11-09 09:40:47 main:574] : INFO : Epoch 1863 | loss: 0.031149 | val_loss: 0.0311724 | Time: 2163.55 ms
[2021-11-09 09:40:49 main:574] : INFO : Epoch 1864 | loss: 0.0311478 | val_loss: 0.031169 | Time: 2193.6 ms
[2021-11-09 09:40:52 main:574] : INFO : Epoch 1865 | loss: 0.0311494 | val_loss: 0.0311683 | Time: 2179.13 ms
[2021-11-09 09:40:54 main:574] : INFO : Epoch 1866 | loss: 0.0311493 | val_loss: 0.0311685 | Time: 2167.69 ms
[2021-11-09 09:40:56 main:574] : INFO : Epoch 1867 | loss: 0.0311486 | val_loss: 0.0311678 | Time: 2169.2 ms
[2021-11-09 09:40:59 main:574] : INFO : Epoch 1868 | loss: 0.0311487 | val_loss: 0.0311695 | Time: 2185.93 ms
[2021-11-09 09:41:01 main:574] : INFO : Epoch 1869 | loss: 0.031148 | val_loss: 0.0311705 | Time: 2171.49 ms
[2021-11-09 09:41:03 main:574] : INFO : Epoch 1870 | loss: 0.0311476 | val_loss: 0.031171 | Time: 2145.5 ms
[2021-11-09 09:41:05 main:574] : INFO : Epoch 1871 | loss: 0.0311485 | val_loss: 0.0311692 | Time: 2176.43 ms
[2021-11-09 09:41:08 main:574] : INFO : Epoch 1872 | loss: 0.0311475 | val_loss: 0.0311697 | Time: 2160.73 ms
[2021-11-09 09:41:10 main:574] : INFO : Epoch 1873 | loss: 0.0311531 | val_loss: 0.0311719 | Time: 2176.64 ms
[2021-11-09 09:41:12 main:574] : INFO : Epoch 1874 | loss: 0.031153 | val_loss: 0.0311702 | Time: 2182.27 ms
[2021-11-09 09:41:14 main:574] : INFO : Epoch 1875 | loss: 0.0311538 | val_loss: 0.0311684 | Time: 2175.97 ms
[2021-11-09 09:41:17 main:574] : INFO : Epoch 1876 | loss: 0.0311535 | val_loss: 0.0311703 | Time: 2190.74 ms
[2021-11-09 09:41:19 main:574] : INFO : Epoch 1877 | loss: 0.0311508 | val_loss: 0.0311728 | Time: 2178.76 ms
[2021-11-09 09:41:21 main:574] : INFO : Epoch 1878 | loss: 0.0311493 | val_loss: 0.0311708 | Time: 2172.39 ms
[2021-11-09 09:41:23 main:574] : INFO : Epoch 1879 | loss: 0.0311497 | val_loss: 0.0311673 | Time: 2165.26 ms
[2021-11-09 09:41:26 main:574] : INFO : Epoch 1880 | loss: 0.0311486 | val_loss: 0.0311768 | Time: 2173.07 ms
[2021-11-09 09:41:28 main:574] : INFO : Epoch 1881 | loss: 0.0311503 | val_loss: 0.0311714 | Time: 2189.47 ms
[2021-11-09 09:41:30 main:574] : INFO : Epoch 1882 | loss: 0.0311518 | val_loss: 0.0311723 | Time: 2177.67 ms
[2021-11-09 09:41:32 main:574] : INFO : Epoch 1883 | loss: 0.0311525 | val_loss: 0.0311768 | Time: 2158.18 ms
[2021-11-09 09:41:35 main:574] : INFO : Epoch 1884 | loss: 0.0311643 | val_loss: 0.0311748 | Time: 2189.24 ms
[2021-11-09 09:41:37 main:574] : INFO : Epoch 1885 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 2163.42 ms
[2021-11-09 09:41:39 main:574] : INFO : Epoch 1886 | loss: 0.0311633 | val_loss: 0.0311754 | Time: 2170.82 ms
[2021-11-09 09:41:41 main:574] : INFO : Epoch 1887 | loss: 0.0311614 | val_loss: 0.0311754 | Time: 2180.57 ms
[2021-11-09 09:41:43 main:574] : INFO : Epoch 1888 | loss: 0.0311598 | val_loss: 0.031175 | Time: 2162.51 ms
[2021-11-09 09:41:46 main:574] : INFO : Epoch 1889 | loss: 0.0311613 | val_loss: 0.0311836 | Time: 2184.19 ms
[2021-11-09 09:41:48 main:574] : INFO : Epoch 1890 | loss: 0.0311611 | val_loss: 0.0311793 | Time: 2161.25 ms
[2021-11-09 09:41:50 main:574] : INFO : Epoch 1891 | loss: 0.0311599 | val_loss: 0.0311754 | Time: 2149.49 ms
[2021-11-09 09:41:52 main:574] : INFO : Epoch 1892 | loss: 0.0311585 | val_loss: 0.0311755 | Time: 2153 ms
[2021-11-09 09:41:55 main:574] : INFO : Epoch 1893 | loss: 0.0311579 | val_loss: 0.031179 | Time: 2192.69 ms
[2021-11-09 09:41:57 main:574] : INFO : Epoch 1894 | loss: 0.0311576 | val_loss: 0.0311714 | Time: 2177.95 ms
[2021-11-09 09:41:59 main:574] : INFO : Epoch 1895 | loss: 0.031157 | val_loss: 0.0311736 | Time: 2163.96 ms
[2021-11-09 09:42:01 main:574] : INFO : Epoch 1896 | loss: 0.0311561 | val_loss: 0.031173 | Time: 2170.25 ms
[2021-11-09 09:42:04 main:574] : INFO : Epoch 1897 | loss: 0.0311555 | val_loss: 0.0311711 | Time: 2167.34 ms
[2021-11-09 09:42:06 main:574] : INFO : Epoch 1898 | loss: 0.0311538 | val_loss: 0.0311737 | Time: 2171.76 ms
[2021-11-09 09:42:08 main:574] : INFO : Epoch 1899 | loss: 0.0311532 | val_loss: 0.0311721 | Time: 2170.39 ms
[2021-11-09 09:42:10 main:574] : INFO : Epoch 1900 | loss: 0.0311525 | val_loss: 0.0311713 | Time: 2175.62 ms
[2021-11-09 09:42:13 main:574] : INFO : Epoch 1901 | loss: 0.0311536 | val_loss: 0.0311723 | Time: 2161.95 ms
[2021-11-09 09:42:15 main:574] : INFO : Epoch 1902 | loss: 0.0311537 | val_loss: 0.0311749 | Time: 2174.99 ms
[2021-11-09 09:42:17 main:574] : INFO : Epoch 1903 | loss: 0.0311522 | val_loss: 0.0311711 | Time: 2177.13 ms
[2021-11-09 09:42:19 main:574] : INFO : Epoch 1904 | loss: 0.0311525 | val_loss: 0.031171 | Time: 2179.95 ms
[2021-11-09 09:42:22 main:574] : INFO : Epoch 1905 | loss: 0.0311533 | val_loss: 0.0311697 | Time: 2171.54 ms
[2021-11-09 09:42:24 main:574] : INFO : Epoch 1906 | loss: 0.0311537 | val_loss: 0.0311737 | Time: 2161.7 ms
[2021-11-09 09:42:26 main:574] : INFO : Epoch 1907 | loss: 0.0311551 | val_loss: 0.0311703 | Time: 2166.93 ms
[2021-11-09 09:42:28 main:574] : INFO : Epoch 1908 | loss: 0.0311551 | val_loss: 0.0311713 | Time: 2157.05 ms
[2021-11-09 09:42:31 main:574] : INFO : Epoch 1909 | loss: 0.0311548 | val_loss: 0.0311711 | Time: 2160.22 ms
[2021-11-09 09:42:33 main:574] : INFO : Epoch 1910 | loss: 0.0311543 | val_loss: 0.0311701 | Time: 2176.4 ms
[2021-11-09 09:42:35 main:574] : INFO : Epoch 1911 | loss: 0.0311509 | val_loss: 0.0311701 | Time: 2179.97 ms
[2021-11-09 09:42:37 main:574] : INFO : Epoch 1912 | loss: 0.0311502 | val_loss: 0.0311684 | Time: 2173.44 ms
[2021-11-09 09:42:40 main:574] : INFO : Epoch 1913 | loss: 0.0311505 | val_loss: 0.0311704 | Time: 2156.79 ms
[2021-11-09 09:42:42 main:574] : INFO : Epoch 1914 | loss: 0.0311522 | val_loss: 0.0311724 | Time: 2184.92 ms
[2021-11-09 09:42:44 main:574] : INFO : Epoch 1915 | loss: 0.031152 | val_loss: 0.0311699 | Time: 2173.24 ms
[2021-11-09 09:42:46 main:574] : INFO : Epoch 1916 | loss: 0.0311526 | val_loss: 0.0311717 | Time: 2168.34 ms
[2021-11-09 09:42:48 main:574] : INFO : Epoch 1917 | loss: 0.0311517 | val_loss: 0.0311713 | Time: 2185.5 ms
[2021-11-09 09:42:51 main:574] : INFO : Epoch 1918 | loss: 0.0311506 | val_loss: 0.0311693 | Time: 2173.3 ms
[2021-11-09 09:42:53 main:574] : INFO : Epoch 1919 | loss: 0.0311505 | val_loss: 0.0311776 | Time: 2157.68 ms
[2021-11-09 09:42:55 main:574] : INFO : Epoch 1920 | loss: 0.03115 | val_loss: 0.0311689 | Time: 2181.98 ms
[2021-11-09 09:42:57 main:574] : INFO : Epoch 1921 | loss: 0.0311492 | val_loss: 0.0311731 | Time: 2170.43 ms
[2021-11-09 09:43:00 main:574] : INFO : Epoch 1922 | loss: 0.0311493 | val_loss: 0.0311714 | Time: 2169.83 ms
[2021-11-09 09:43:02 main:574] : INFO : Epoch 1923 | loss: 0.0311491 | val_loss: 0.0311691 | Time: 2178.9 ms
[2021-11-09 09:43:04 main:574] : INFO : Epoch 1924 | loss: 0.0311502 | val_loss: 0.0311728 | Time: 2167.73 ms
[2021-11-09 09:43:06 main:574] : INFO : Epoch 1925 | loss: 0.0311494 | val_loss: 0.03117 | Time: 2177.53 ms
[2021-11-09 09:43:09 main:574] : INFO : Epoch 1926 | loss: 0.0311501 | val_loss: 0.031171 | Time: 2169.68 ms
[2021-11-09 09:43:11 main:574] : INFO : Epoch 1927 | loss: 0.0311495 | val_loss: 0.0311766 | Time: 2171.63 ms
[2021-11-09 09:43:13 main:574] : INFO : Epoch 1928 | loss: 0.0311508 | val_loss: 0.031172 | Time: 2197.9 ms
[2021-11-09 09:43:15 main:574] : INFO : Epoch 1929 | loss: 0.0311477 | val_loss: 0.031172 | Time: 2178.34 ms
[2021-11-09 09:43:18 main:574] : INFO : Epoch 1930 | loss: 0.0311492 | val_loss: 0.0311722 | Time: 2178.76 ms
[2021-11-09 09:43:20 main:574] : INFO : Epoch 1931 | loss: 0.0311503 | val_loss: 0.0311683 | Time: 2155.67 ms
[2021-11-09 09:43:22 main:574] : INFO : Epoch 1932 | loss: 0.0311493 | val_loss: 0.0311712 | Time: 2155.51 ms
[2021-11-09 09:43:24 main:574] : INFO : Epoch 1933 | loss: 0.0311496 | val_loss: 0.0311702 | Time: 2153.82 ms
[2021-11-09 09:43:27 main:574] : INFO : Epoch 1934 | loss: 0.0311478 | val_loss: 0.0311685 | Time: 2174.13 ms
[2021-11-09 09:43:29 main:574] : INFO : Epoch 1935 | loss: 0.031147 | val_loss: 0.0311732 | Time: 2167.61 ms
[2021-11-09 09:43:31 main:574] : INFO : Epoch 1936 | loss: 0.031148 | val_loss: 0.0311715 | Time: 2168.35 ms
[2021-11-09 09:43:33 main:574] : INFO : Epoch 1937 | loss: 0.0311484 | val_loss: 0.0311729 | Time: 2168.05 ms
[2021-11-09 09:43:36 main:574] : INFO : Epoch 1938 | loss: 0.0311487 | val_loss: 0.0311727 | Time: 2181.12 ms
[2021-11-09 09:43:38 main:574] : INFO : Epoch 1939 | loss: 0.0311512 | val_loss: 0.0311703 | Time: 2175.2 ms
[2021-11-09 09:43:40 main:574] : INFO : Epoch 1940 | loss: 0.0311496 | val_loss: 0.0311726 | Time: 2169.53 ms
[2021-11-09 09:43:42 main:574] : INFO : Epoch 1941 | loss: 0.0311502 | val_loss: 0.0311734 | Time: 2168.46 ms
[2021-11-09 09:43:45 main:574] : INFO : Epoch 1942 | loss: 0.0311519 | val_loss: 0.0311702 | Time: 2172.09 ms
[2021-11-09 09:43:47 main:574] : INFO : Epoch 1943 | loss: 0.0311641 | val_loss: 0.0311899 | Time: 2173.22 ms
[2021-11-09 09:43:49 main:574] : INFO : Epoch 1944 | loss: 0.0321773 | val_loss: 0.0314722 | Time: 2187.04 ms
[2021-11-09 09:43:51 main:574] : INFO : Epoch 1945 | loss: 0.0556922 | val_loss: 0.0385806 | Time: 2180.85 ms
[2021-11-09 09:43:54 main:574] : INFO : Epoch 1946 | loss: 0.0370907 | val_loss: 0.0393455 | Time: 2171.25 ms
[2021-11-09 09:43:56 main:574] : INFO : Epoch 1947 | loss: 0.0734052 | val_loss: 0.0368656 | Time: 2161.48 ms
[2021-11-09 09:43:58 main:574] : INFO : Epoch 1948 | loss: 0.0333501 | val_loss: 0.0319505 | Time: 2175.66 ms
[2021-11-09 09:44:01 main:574] : INFO : Epoch 1949 | loss: 0.0315434 | val_loss: 0.0313427 | Time: 2171.62 ms
[2021-11-09 09:44:03 main:574] : INFO : Epoch 1950 | loss: 0.0313012 | val_loss: 0.0312726 | Time: 2175.73 ms
[2021-11-09 09:44:05 main:574] : INFO : Epoch 1951 | loss: 0.0312665 | val_loss: 0.0312601 | Time: 2162.56 ms
[2021-11-09 09:44:07 main:574] : INFO : Epoch 1952 | loss: 0.0312573 | val_loss: 0.0312556 | Time: 2165.09 ms
[2021-11-09 09:44:10 main:574] : INFO : Epoch 1953 | loss: 0.0312549 | val_loss: 0.0312544 | Time: 2180.16 ms
[2021-11-09 09:44:12 main:574] : INFO : Epoch 1954 | loss: 0.0312542 | val_loss: 0.0312537 | Time: 2153.08 ms
[2021-11-09 09:44:14 main:574] : INFO : Epoch 1955 | loss: 0.0312536 | val_loss: 0.0312528 | Time: 2158.58 ms
[2021-11-09 09:44:16 main:574] : INFO : Epoch 1956 | loss: 0.0312527 | val_loss: 0.0312524 | Time: 2176.4 ms
[2021-11-09 09:44:19 main:574] : INFO : Epoch 1957 | loss: 0.0312524 | val_loss: 0.0312521 | Time: 2181.22 ms
[2021-11-09 09:44:21 main:574] : INFO : Epoch 1958 | loss: 0.0312522 | val_loss: 0.0312518 | Time: 2181.2 ms
[2021-11-09 09:44:23 main:574] : INFO : Epoch 1959 | loss: 0.0312517 | val_loss: 0.0312515 | Time: 2161.02 ms
[2021-11-09 09:44:25 main:574] : INFO : Epoch 1960 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 2180.48 ms
[2021-11-09 09:44:28 main:574] : INFO : Epoch 1961 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 2164.62 ms
[2021-11-09 09:44:30 main:574] : INFO : Epoch 1962 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2177.37 ms
[2021-11-09 09:44:32 main:574] : INFO : Epoch 1963 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2178.58 ms
[2021-11-09 09:44:34 main:574] : INFO : Epoch 1964 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2177.18 ms
[2021-11-09 09:44:37 main:574] : INFO : Epoch 1965 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2165.66 ms
[2021-11-09 09:44:39 main:574] : INFO : Epoch 1966 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2172.56 ms
[2021-11-09 09:44:41 main:574] : INFO : Epoch 1967 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2177.6 ms
[2021-11-09 09:44:43 main:574] : INFO : Epoch 1968 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2173.85 ms
[2021-11-09 09:44:46 main:574] : INFO : Epoch 1969 | loss: 0.031249 | val_loss: 0.0312487 | Time: 2161.63 ms
[2021-11-09 09:44:48 main:574] : INFO : Epoch 1970 | loss: 0.031248 | val_loss: 0.0312477 | Time: 2168.89 ms
[2021-11-09 09:44:50 main:574] : INFO : Epoch 1971 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 2167.54 ms
[2021-11-09 09:44:52 main:574] : INFO : Epoch 1972 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2175.52 ms
[2021-11-09 09:44:55 main:574] : INFO : Epoch 1973 | loss: 0.0312471 | val_loss: 0.031247 | Time: 2168.34 ms
[2021-11-09 09:44:57 main:574] : INFO : Epoch 1974 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 2150.05 ms
[2021-11-09 09:44:59 main:574] : INFO : Epoch 1975 | loss: 0.0312465 | val_loss: 0.0312468 | Time: 2178.28 ms
[2021-11-09 09:45:01 main:574] : INFO : Epoch 1976 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 2182.16 ms
[2021-11-09 09:45:04 main:574] : INFO : Epoch 1977 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2159.03 ms
[2021-11-09 09:45:06 main:574] : INFO : Epoch 1978 | loss: 0.0312457 | val_loss: 0.0312457 | Time: 2162.85 ms
[2021-11-09 09:45:08 main:574] : INFO : Epoch 1979 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2149.25 ms
[2021-11-09 09:45:10 main:574] : INFO : Epoch 1980 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 2177.26 ms
[2021-11-09 09:45:13 main:574] : INFO : Epoch 1981 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 2168.28 ms
[2021-11-09 09:45:15 main:574] : INFO : Epoch 1982 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 2171.15 ms
[2021-11-09 09:45:17 main:574] : INFO : Epoch 1983 | loss: 0.031244 | val_loss: 0.0312441 | Time: 2146.88 ms
[2021-11-09 09:45:19 main:574] : INFO : Epoch 1984 | loss: 0.0312436 | val_loss: 0.0312437 | Time: 2171.34 ms
[2021-11-09 09:45:22 main:574] : INFO : Epoch 1985 | loss: 0.0312432 | val_loss: 0.0312434 | Time: 2188.87 ms
[2021-11-09 09:45:24 main:574] : INFO : Epoch 1986 | loss: 0.0312429 | val_loss: 0.0312433 | Time: 2163.28 ms
[2021-11-09 09:45:26 main:574] : INFO : Epoch 1987 | loss: 0.0312426 | val_loss: 0.0312427 | Time: 2164.29 ms
[2021-11-09 09:45:29 main:574] : INFO : Epoch 1988 | loss: 0.0312422 | val_loss: 0.0312422 | Time: 2193.18 ms
[2021-11-09 09:45:31 main:574] : INFO : Epoch 1989 | loss: 0.0312417 | val_loss: 0.0312423 | Time: 2171.91 ms
[2021-11-09 09:45:33 main:574] : INFO : Epoch 1990 | loss: 0.0312414 | val_loss: 0.0312416 | Time: 2151.08 ms
[2021-11-09 09:45:35 main:574] : INFO : Epoch 1991 | loss: 0.0312409 | val_loss: 0.031241 | Time: 2179.7 ms
[2021-11-09 09:45:38 main:574] : INFO : Epoch 1992 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 2166.12 ms
[2021-11-09 09:45:40 main:574] : INFO : Epoch 1993 | loss: 0.0312401 | val_loss: 0.0312407 | Time: 2166.43 ms
[2021-11-09 09:45:42 main:574] : INFO : Epoch 1994 | loss: 0.0312397 | val_loss: 0.0312398 | Time: 2176.13 ms
[2021-11-09 09:45:44 main:574] : INFO : Epoch 1995 | loss: 0.031239 | val_loss: 0.0312392 | Time: 2174.35 ms
[2021-11-09 09:45:46 main:574] : INFO : Epoch 1996 | loss: 0.0312385 | val_loss: 0.0312388 | Time: 2187.84 ms
[2021-11-09 09:45:49 main:574] : INFO : Epoch 1997 | loss: 0.031238 | val_loss: 0.0312381 | Time: 2163.07 ms
[2021-11-09 09:45:51 main:574] : INFO : Epoch 1998 | loss: 0.0312373 | val_loss: 0.0312379 | Time: 2180.34 ms
[2021-11-09 09:45:53 main:574] : INFO : Epoch 1999 | loss: 0.031237 | val_loss: 0.0312372 | Time: 2166.83 ms
[2021-11-09 09:45:55 main:574] : INFO : Epoch 2000 | loss: 0.0312363 | val_loss: 0.0312364 | Time: 2182.31 ms
[2021-11-09 09:45:58 main:574] : INFO : Epoch 2001 | loss: 0.031236 | val_loss: 0.0312356 | Time: 2155.61 ms
[2021-11-09 09:46:00 main:574] : INFO : Epoch 2002 | loss: 0.0312357 | val_loss: 0.031236 | Time: 2173.49 ms
[2021-11-09 09:46:02 main:574] : INFO : Epoch 2003 | loss: 0.0312347 | val_loss: 0.0312359 | Time: 2168.11 ms
[2021-11-09 09:46:05 main:574] : INFO : Epoch 2004 | loss: 0.0312346 | val_loss: 0.0312346 | Time: 2155.46 ms
[2021-11-09 09:46:07 main:574] : INFO : Epoch 2005 | loss: 0.0312337 | val_loss: 0.0312333 | Time: 2194.26 ms
[2021-11-09 09:46:09 main:574] : INFO : Epoch 2006 | loss: 0.0312334 | val_loss: 0.0312335 | Time: 2173.21 ms
[2021-11-09 09:46:11 main:574] : INFO : Epoch 2007 | loss: 0.0312325 | val_loss: 0.0312321 | Time: 2177.92 ms
[2021-11-09 09:46:14 main:574] : INFO : Epoch 2008 | loss: 0.0312315 | val_loss: 0.0312314 | Time: 2168.64 ms
[2021-11-09 09:46:16 main:574] : INFO : Epoch 2009 | loss: 0.031231 | val_loss: 0.0312314 | Time: 2162.4 ms
[2021-11-09 09:46:18 main:574] : INFO : Epoch 2010 | loss: 0.0312309 | val_loss: 0.0312306 | Time: 2157.34 ms
[2021-11-09 09:46:20 main:574] : INFO : Epoch 2011 | loss: 0.0312303 | val_loss: 0.0312303 | Time: 2153.8 ms
[2021-11-09 09:46:22 main:574] : INFO : Epoch 2012 | loss: 0.0312297 | val_loss: 0.03123 | Time: 2167.76 ms
[2021-11-09 09:46:25 main:574] : INFO : Epoch 2013 | loss: 0.03123 | val_loss: 0.0312297 | Time: 2146.7 ms
[2021-11-09 09:46:27 main:574] : INFO : Epoch 2014 | loss: 0.0312311 | val_loss: 0.0312353 | Time: 2178.95 ms
[2021-11-09 09:46:29 main:574] : INFO : Epoch 2015 | loss: 0.0312296 | val_loss: 0.0312294 | Time: 2161.34 ms
[2021-11-09 09:46:31 main:574] : INFO : Epoch 2016 | loss: 0.0312279 | val_loss: 0.0312277 | Time: 2186.37 ms
[2021-11-09 09:46:34 main:574] : INFO : Epoch 2017 | loss: 0.0312283 | val_loss: 0.0312282 | Time: 2170.26 ms
[2021-11-09 09:46:36 main:574] : INFO : Epoch 2018 | loss: 0.0312266 | val_loss: 0.0312265 | Time: 2169.43 ms
[2021-11-09 09:46:38 main:574] : INFO : Epoch 2019 | loss: 0.0312248 | val_loss: 0.0312234 | Time: 2149.8 ms
[2021-11-09 09:46:40 main:574] : INFO : Epoch 2020 | loss: 0.0312235 | val_loss: 0.0312225 | Time: 2152.25 ms
[2021-11-09 09:46:43 main:574] : INFO : Epoch 2021 | loss: 0.0312228 | val_loss: 0.0312217 | Time: 2177.29 ms
[2021-11-09 09:46:45 main:574] : INFO : Epoch 2022 | loss: 0.0312217 | val_loss: 0.0312222 | Time: 2167.57 ms
[2021-11-09 09:46:47 main:574] : INFO : Epoch 2023 | loss: 0.0312213 | val_loss: 0.0312197 | Time: 2170.3 ms
[2021-11-09 09:46:49 main:574] : INFO : Epoch 2024 | loss: 0.0312202 | val_loss: 0.0312171 | Time: 2165.32 ms
[2021-11-09 09:46:52 main:574] : INFO : Epoch 2025 | loss: 0.0312172 | val_loss: 0.0312173 | Time: 2169.49 ms
[2021-11-09 09:46:54 main:574] : INFO : Epoch 2026 | loss: 0.0312165 | val_loss: 0.0312115 | Time: 2154.74 ms
[2021-11-09 09:46:56 main:574] : INFO : Epoch 2027 | loss: 0.0312154 | val_loss: 0.031211 | Time: 2161.07 ms
[2021-11-09 09:46:58 main:574] : INFO : Epoch 2028 | loss: 0.0312143 | val_loss: 0.0312135 | Time: 2157.84 ms
[2021-11-09 09:47:01 main:574] : INFO : Epoch 2029 | loss: 0.0312146 | val_loss: 0.031214 | Time: 2201.17 ms
[2021-11-09 09:47:03 main:574] : INFO : Epoch 2030 | loss: 0.0312156 | val_loss: 0.0312104 | Time: 2185.28 ms
[2021-11-09 09:47:05 main:574] : INFO : Epoch 2031 | loss: 0.0312133 | val_loss: 0.0312105 | Time: 2196.1 ms
[2021-11-09 09:47:07 main:574] : INFO : Epoch 2032 | loss: 0.031214 | val_loss: 0.0312114 | Time: 2162.72 ms
[2021-11-09 09:47:10 main:574] : INFO : Epoch 2033 | loss: 0.031216 | val_loss: 0.0312096 | Time: 2176.73 ms
[2021-11-09 09:47:12 main:574] : INFO : Epoch 2034 | loss: 0.0312124 | val_loss: 0.0312091 | Time: 2178.7 ms
[2021-11-09 09:47:14 main:574] : INFO : Epoch 2035 | loss: 0.0312124 | val_loss: 0.0312127 | Time: 2167.73 ms
[2021-11-09 09:47:16 main:574] : INFO : Epoch 2036 | loss: 0.0312132 | val_loss: 0.0312095 | Time: 2166.95 ms
[2021-11-09 09:47:19 main:574] : INFO : Epoch 2037 | loss: 0.0312118 | val_loss: 0.0312085 | Time: 2163.75 ms
[2021-11-09 09:47:21 main:574] : INFO : Epoch 2038 | loss: 0.0312122 | val_loss: 0.0312089 | Time: 2156.71 ms
[2021-11-09 09:47:23 main:574] : INFO : Epoch 2039 | loss: 0.0312115 | val_loss: 0.031208 | Time: 2167.68 ms
[2021-11-09 09:47:25 main:574] : INFO : Epoch 2040 | loss: 0.0312121 | val_loss: 0.031212 | Time: 2180.75 ms
[2021-11-09 09:47:27 main:574] : INFO : Epoch 2041 | loss: 0.0312111 | val_loss: 0.0312101 | Time: 2169.25 ms
[2021-11-09 09:47:30 main:574] : INFO : Epoch 2042 | loss: 0.0312107 | val_loss: 0.0312075 | Time: 2173.3 ms
[2021-11-09 09:47:32 main:574] : INFO : Epoch 2043 | loss: 0.031211 | val_loss: 0.0312074 | Time: 2188.19 ms
[2021-11-09 09:47:34 main:574] : INFO : Epoch 2044 | loss: 0.0312098 | val_loss: 0.0312071 | Time: 2172.83 ms
[2021-11-09 09:47:37 main:574] : INFO : Epoch 2045 | loss: 0.0312097 | val_loss: 0.0312077 | Time: 2186.31 ms
[2021-11-09 09:47:39 main:574] : INFO : Epoch 2046 | loss: 0.03121 | val_loss: 0.031208 | Time: 2170.81 ms
[2021-11-09 09:47:41 main:574] : INFO : Epoch 2047 | loss: 0.0312106 | val_loss: 0.0312093 | Time: 2167.78 ms
[2021-11-09 09:47:43 main:574] : INFO : Epoch 2048 | loss: 0.0312113 | val_loss: 0.0312084 | Time: 2163.23 ms
[2021-11-09 09:47:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312084
[2021-11-09 09:47:44 main:603] : INFO : Saving end state to config to file
[2021-11-09 09:47:44 main:608] : INFO : Success, exiting..
09:47:44 (3948): 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)