Task 14624261
| Name | ParityModified-1647042655-11983-3-0_1 |
| Workunit | 11617341 |
| Created | 18 Apr 2022, 22:12:58 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 21 Apr 2022, 9:25:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 14 min 39 sec |
| CPU time | 1 hours 14 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311584 | val_loss: 0.0311733 | Time: 2186.37 ms
[2022-04-21 10:06:15 main:581] : INFO : Epoch 1539 | loss: 0.031159 | val_loss: 0.0311724 | Time: 2200.78 ms
[2022-04-21 10:06:17 main:581] : INFO : Epoch 1540 | loss: 0.0311578 | val_loss: 0.0311734 | Time: 2199.26 ms
[2022-04-21 10:06:20 main:581] : INFO : Epoch 1541 | loss: 0.0311558 | val_loss: 0.0311703 | Time: 2216.91 ms
[2022-04-21 10:06:22 main:581] : INFO : Epoch 1542 | loss: 0.0311575 | val_loss: 0.0311706 | Time: 2182.47 ms
[2022-04-21 10:06:24 main:581] : INFO : Epoch 1543 | loss: 0.0311568 | val_loss: 0.0311708 | Time: 2205.22 ms
[2022-04-21 10:06:26 main:581] : INFO : Epoch 1544 | loss: 0.0311561 | val_loss: 0.0311717 | Time: 2191.28 ms
[2022-04-21 10:06:28 main:581] : INFO : Epoch 1545 | loss: 0.0311559 | val_loss: 0.031175 | Time: 2236.44 ms
[2022-04-21 10:06:31 main:581] : INFO : Epoch 1546 | loss: 0.0311556 | val_loss: 0.0311726 | Time: 2220.93 ms
[2022-04-21 10:06:33 main:581] : INFO : Epoch 1547 | loss: 0.0311561 | val_loss: 0.0311734 | Time: 2210.35 ms
[2022-04-21 10:06:35 main:581] : INFO : Epoch 1548 | loss: 0.0311545 | val_loss: 0.0311707 | Time: 2197.71 ms
[2022-04-21 10:06:37 main:581] : INFO : Epoch 1549 | loss: 0.031157 | val_loss: 0.031181 | Time: 2204.86 ms
[2022-04-21 10:06:39 main:581] : INFO : Epoch 1550 | loss: 0.0311611 | val_loss: 0.0311703 | Time: 2250.67 ms
[2022-04-21 10:06:42 main:581] : INFO : Epoch 1551 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 2214.49 ms
[2022-04-21 10:06:44 main:581] : INFO : Epoch 1552 | loss: 0.0311563 | val_loss: 0.0311699 | Time: 2226.06 ms
[2022-04-21 10:06:46 main:581] : INFO : Epoch 1553 | loss: 0.0311555 | val_loss: 0.031172 | Time: 2226.51 ms
[2022-04-21 10:06:48 main:581] : INFO : Epoch 1554 | loss: 0.0311561 | val_loss: 0.0311722 | Time: 2199.29 ms
[2022-04-21 10:06:51 main:581] : INFO : Epoch 1555 | loss: 0.0311576 | val_loss: 0.0311721 | Time: 2224.53 ms
[2022-04-21 10:06:53 main:581] : INFO : Epoch 1556 | loss: 0.0311559 | val_loss: 0.0311717 | Time: 2219.47 ms
[2022-04-21 10:06:55 main:581] : INFO : Epoch 1557 | loss: 0.031155 | val_loss: 0.0311713 | Time: 2230.21 ms
[2022-04-21 10:06:57 main:581] : INFO : Epoch 1558 | loss: 0.0311557 | val_loss: 0.0311755 | Time: 2232.88 ms
[2022-04-21 10:06:59 main:581] : INFO : Epoch 1559 | loss: 0.0311587 | val_loss: 0.031172 | Time: 2176.24 ms
[2022-04-21 10:07:02 main:581] : INFO : Epoch 1560 | loss: 0.0311576 | val_loss: 0.0311715 | Time: 2190.57 ms
[2022-04-21 10:07:04 main:581] : INFO : Epoch 1561 | loss: 0.0311609 | val_loss: 0.0311723 | Time: 2172.38 ms
[2022-04-21 10:07:06 main:581] : INFO : Epoch 1562 | loss: 0.0311654 | val_loss: 0.0311738 | Time: 2162.87 ms
[2022-04-21 10:07:08 main:581] : INFO : Epoch 1563 | loss: 0.0311691 | val_loss: 0.0311732 | Time: 2187.64 ms
[2022-04-21 10:07:10 main:581] : INFO : Epoch 1564 | loss: 0.0311728 | val_loss: 0.0311745 | Time: 2171.29 ms
[2022-04-21 10:07:13 main:581] : INFO : Epoch 1565 | loss: 0.0311673 | val_loss: 0.0311745 | Time: 2200.96 ms
[2022-04-21 10:07:15 main:581] : INFO : Epoch 1566 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 2212.93 ms
[2022-04-21 10:07:17 main:581] : INFO : Epoch 1567 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 2211.65 ms
[2022-04-21 10:07:19 main:581] : INFO : Epoch 1568 | loss: 0.0311694 | val_loss: 0.0311778 | Time: 2215.63 ms
[2022-04-21 10:07:21 main:581] : INFO : Epoch 1569 | loss: 0.0311653 | val_loss: 0.0311688 | Time: 2221.66 ms
[2022-04-21 10:07:24 main:581] : INFO : Epoch 1570 | loss: 0.0311633 | val_loss: 0.0311693 | Time: 2183.41 ms
[2022-04-21 10:07:26 main:581] : INFO : Epoch 1571 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 2183.54 ms
[2022-04-21 10:07:28 main:581] : INFO : Epoch 1572 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 2185.21 ms
[2022-04-21 10:07:30 main:581] : INFO : Epoch 1573 | loss: 0.0311618 | val_loss: 0.03117 | Time: 2142.55 ms
[2022-04-21 10:07:32 main:581] : INFO : Epoch 1574 | loss: 0.0311618 | val_loss: 0.0311689 | Time: 2172.2 ms
[2022-04-21 10:07:34 main:581] : INFO : Epoch 1575 | loss: 0.0311586 | val_loss: 0.0311699 | Time: 2173.91 ms
[2022-04-21 10:07:37 main:581] : INFO : Epoch 1576 | loss: 0.0311589 | val_loss: 0.0311673 | Time: 2168.91 ms
[2022-04-21 10:07:39 main:581] : INFO : Epoch 1577 | loss: 0.0311588 | val_loss: 0.0311725 | Time: 2191.98 ms
[2022-04-21 10:07:41 main:581] : INFO : Epoch 1578 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 2176.8 ms
[2022-04-21 10:07:43 main:581] : INFO : Epoch 1579 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 2193.04 ms
[2022-04-21 10:07:45 main:581] : INFO : Epoch 1580 | loss: 0.0311599 | val_loss: 0.0311669 | Time: 2192.44 ms
[2022-04-21 10:07:48 main:581] : INFO : Epoch 1581 | loss: 0.0311589 | val_loss: 0.0311665 | Time: 2162.48 ms
[2022-04-21 10:07:50 main:581] : INFO : Epoch 1582 | loss: 0.0311596 | val_loss: 0.0311669 | Time: 2193.95 ms
[2022-04-21 10:07:52 main:581] : INFO : Epoch 1583 | loss: 0.0311617 | val_loss: 0.0311685 | Time: 2189.83 ms
[2022-04-21 10:07:54 main:581] : INFO : Epoch 1584 | loss: 0.031161 | val_loss: 0.0311702 | Time: 2192.67 ms
[2022-04-21 10:07:56 main:581] : INFO : Epoch 1585 | loss: 0.0311613 | val_loss: 0.0311714 | Time: 2177.64 ms
[2022-04-21 10:07:58 main:581] : INFO : Epoch 1586 | loss: 0.03116 | val_loss: 0.0311686 | Time: 2194.58 ms
[2022-04-21 10:08:01 main:581] : INFO : Epoch 1587 | loss: 0.0311577 | val_loss: 0.031172 | Time: 2204.27 ms
[2022-04-21 10:08:03 main:581] : INFO : Epoch 1588 | loss: 0.0311572 | val_loss: 0.0311687 | Time: 2147.09 ms
[2022-04-21 10:08:05 main:581] : INFO : Epoch 1589 | loss: 0.0311565 | val_loss: 0.0311681 | Time: 2186.05 ms
[2022-04-21 10:08:07 main:581] : INFO : Epoch 1590 | loss: 0.0311569 | val_loss: 0.0311683 | Time: 2179.43 ms
[2022-04-21 10:08:09 main:581] : INFO : Epoch 1591 | loss: 0.0311582 | val_loss: 0.0311682 | Time: 2155.97 ms
[2022-04-21 10:08:11 main:581] : INFO : Epoch 1592 | loss: 0.031157 | val_loss: 0.0311751 | Time: 2158.34 ms
[2022-04-21 10:08:14 main:581] : INFO : Epoch 1593 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 2188.32 ms
[2022-04-21 10:08:16 main:581] : INFO : Epoch 1594 | loss: 0.0311552 | val_loss: 0.0311698 | Time: 2184.41 ms
[2022-04-21 10:08:18 main:581] : INFO : Epoch 1595 | loss: 0.0311549 | val_loss: 0.031167 | Time: 2186.05 ms
[2022-04-21 10:08:20 main:581] : INFO : Epoch 1596 | loss: 0.0311558 | val_loss: 0.0311656 | Time: 2173.55 ms
[2022-04-21 10:08:22 main:581] : INFO : Epoch 1597 | loss: 0.0311566 | val_loss: 0.0311709 | Time: 2196.7 ms
[2022-04-21 10:08:25 main:581] : INFO : Epoch 1598 | loss: 0.0311578 | val_loss: 0.0311698 | Time: 2189 ms
[2022-04-21 10:08:27 main:581] : INFO : Epoch 1599 | loss: 0.0311569 | val_loss: 0.0311674 | Time: 2170.36 ms
[2022-04-21 10:08:29 main:581] : INFO : Epoch 1600 | loss: 0.0311551 | val_loss: 0.0311688 | Time: 2212.41 ms
[2022-04-21 10:08:31 main:581] : INFO : Epoch 1601 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 2201.4 ms
[2022-04-21 10:08:33 main:581] : INFO : Epoch 1602 | loss: 0.0311536 | val_loss: 0.0311697 | Time: 2187.55 ms
[2022-04-21 10:08:36 main:581] : INFO : Epoch 1603 | loss: 0.0311542 | val_loss: 0.0311735 | Time: 2183.08 ms
[2022-04-21 10:08:38 main:581] : INFO : Epoch 1604 | loss: 0.0311555 | val_loss: 0.0311686 | Time: 2185.11 ms
[2022-04-21 10:08:40 main:581] : INFO : Epoch 1605 | loss: 0.0311531 | val_loss: 0.0311706 | Time: 2183.13 ms
[2022-04-21 10:08:42 main:581] : INFO : Epoch 1606 | loss: 0.031154 | val_loss: 0.0311689 | Time: 2175.32 ms
[2022-04-21 10:08:44 main:581] : INFO : Epoch 1607 | loss: 0.031154 | val_loss: 0.0311691 | Time: 2179.54 ms
[2022-04-21 10:08:46 main:581] : INFO : Epoch 1608 | loss: 0.0311532 | val_loss: 0.0311683 | Time: 2184.93 ms
[2022-04-21 10:08:49 main:581] : INFO : Epoch 1609 | loss: 0.0311517 | val_loss: 0.0311702 | Time: 2177.39 ms
[2022-04-21 10:08:51 main:581] : INFO : Epoch 1610 | loss: 0.0311529 | val_loss: 0.0311684 | Time: 2166.13 ms
[2022-04-21 10:08:53 main:581] : INFO : Epoch 1611 | loss: 0.031153 | val_loss: 0.0311699 | Time: 2209.2 ms
[2022-04-21 10:08:55 main:581] : INFO : Epoch 1612 | loss: 0.031152 | val_loss: 0.0311692 | Time: 2189.03 ms
[2022-04-21 10:08:57 main:581] : INFO : Epoch 1613 | loss: 0.0311539 | val_loss: 0.0311736 | Time: 2205.91 ms
[2022-04-21 10:09:00 main:581] : INFO : Epoch 1614 | loss: 0.0311548 | val_loss: 0.0311683 | Time: 2202.59 ms
[2022-04-21 10:09:02 main:581] : INFO : Epoch 1615 | loss: 0.0311544 | val_loss: 0.0311663 | Time: 2180.82 ms
[2022-04-21 10:09:04 main:581] : INFO : Epoch 1616 | loss: 0.0311528 | val_loss: 0.0311673 | Time: 2187.6 ms
[2022-04-21 10:09:06 main:581] : INFO : Epoch 1617 | loss: 0.0311537 | val_loss: 0.0311762 | Time: 2192.48 ms
[2022-04-21 10:09:08 main:581] : INFO : Epoch 1618 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 2192.2 ms
[2022-04-21 10:09:11 main:581] : INFO : Epoch 1619 | loss: 0.0311513 | val_loss: 0.0311673 | Time: 2199.75 ms
[2022-04-21 10:09:13 main:581] : INFO : Epoch 1620 | loss: 0.0311519 | val_loss: 0.0311685 | Time: 2164.18 ms
[2022-04-21 10:09:15 main:581] : INFO : Epoch 1621 | loss: 0.0311523 | val_loss: 0.0311685 | Time: 2158.59 ms
[2022-04-21 10:09:17 main:581] : INFO : Epoch 1622 | loss: 0.0311506 | val_loss: 0.0311668 | Time: 2188.7 ms
[2022-04-21 10:09:19 main:581] : INFO : Epoch 1623 | loss: 0.0311494 | val_loss: 0.0311676 | Time: 2184.6 ms
[2022-04-21 10:09:21 main:581] : INFO : Epoch 1624 | loss: 0.0311488 | val_loss: 0.0311685 | Time: 2191.75 ms
[2022-04-21 10:09:24 main:581] : INFO : Epoch 1625 | loss: 0.0311518 | val_loss: 0.0311693 | Time: 2211.69 ms
[2022-04-21 10:09:26 main:581] : INFO : Epoch 1626 | loss: 0.0311517 | val_loss: 0.031164 | Time: 2170.91 ms
[2022-04-21 10:09:28 main:581] : INFO : Epoch 1627 | loss: 0.0311505 | val_loss: 0.0311658 | Time: 2196.58 ms
[2022-04-21 10:09:30 main:581] : INFO : Epoch 1628 | loss: 0.0311526 | val_loss: 0.0311666 | Time: 2188.84 ms
[2022-04-21 10:09:32 main:581] : INFO : Epoch 1629 | loss: 0.0311501 | val_loss: 0.0311701 | Time: 2195.32 ms
[2022-04-21 10:09:35 main:581] : INFO : Epoch 1630 | loss: 0.0311495 | val_loss: 0.0311702 | Time: 2187.29 ms
[2022-04-21 10:09:37 main:581] : INFO : Epoch 1631 | loss: 0.0311482 | val_loss: 0.0311673 | Time: 2197.12 ms
[2022-04-21 10:09:39 main:581] : INFO : Epoch 1632 | loss: 0.0311491 | val_loss: 0.0311677 | Time: 2206.68 ms
[2022-04-21 10:09:41 main:581] : INFO : Epoch 1633 | loss: 0.0311509 | val_loss: 0.0311686 | Time: 2192.15 ms
[2022-04-21 10:09:43 main:581] : INFO : Epoch 1634 | loss: 0.03115 | val_loss: 0.031168 | Time: 2185.79 ms
[2022-04-21 10:09:46 main:581] : INFO : Epoch 1635 | loss: 0.0311515 | val_loss: 0.0311743 | Time: 2190.67 ms
[2022-04-21 10:09:48 main:581] : INFO : Epoch 1636 | loss: 0.031152 | val_loss: 0.031165 | Time: 2182.27 ms
[2022-04-21 10:09:50 main:581] : INFO : Epoch 1637 | loss: 0.0311543 | val_loss: 0.0311649 | Time: 2183.64 ms
[2022-04-21 10:09:52 main:581] : INFO : Epoch 1638 | loss: 0.0311517 | val_loss: 0.0311638 | Time: 2180.11 ms
[2022-04-21 10:09:54 main:581] : INFO : Epoch 1639 | loss: 0.0311511 | val_loss: 0.0311647 | Time: 2202.3 ms
[2022-04-21 10:09:57 main:581] : INFO : Epoch 1640 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 2192.66 ms
[2022-04-21 10:09:59 main:581] : INFO : Epoch 1641 | loss: 0.0311522 | val_loss: 0.0311696 | Time: 2190.81 ms
[2022-04-21 10:10:01 main:581] : INFO : Epoch 1642 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 2194.63 ms
[2022-04-21 10:10:03 main:581] : INFO : Epoch 1643 | loss: 0.03117 | val_loss: 0.0311729 | Time: 2178.55 ms
[2022-04-21 10:10:05 main:581] : INFO : Epoch 1644 | loss: 0.0311658 | val_loss: 0.0311712 | Time: 2183.92 ms
[2022-04-21 10:10:07 main:581] : INFO : Epoch 1645 | loss: 0.0311635 | val_loss: 0.0311704 | Time: 2188.29 ms
[2022-04-21 10:10:10 main:581] : INFO : Epoch 1646 | loss: 0.0311635 | val_loss: 0.031171 | Time: 2215.72 ms
[2022-04-21 10:10:12 main:581] : INFO : Epoch 1647 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 2234.92 ms
[2022-04-21 10:10:14 main:581] : INFO : Epoch 1648 | loss: 0.0311621 | val_loss: 0.0311685 | Time: 2212.3 ms
[2022-04-21 10:10:16 main:581] : INFO : Epoch 1649 | loss: 0.0311598 | val_loss: 0.0311683 | Time: 2213.76 ms
[2022-04-21 10:10:19 main:581] : INFO : Epoch 1650 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 2222.77 ms
[2022-04-21 10:10:21 main:581] : INFO : Epoch 1651 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 2203.97 ms
[2022-04-21 10:10:23 main:581] : INFO : Epoch 1652 | loss: 0.031162 | val_loss: 0.0311703 | Time: 2208.62 ms
[2022-04-21 10:10:25 main:581] : INFO : Epoch 1653 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 2157.28 ms
[2022-04-21 10:10:27 main:581] : INFO : Epoch 1654 | loss: 0.0311544 | val_loss: 0.0311638 | Time: 2228.51 ms
[2022-04-21 10:10:30 main:581] : INFO : Epoch 1655 | loss: 0.0311527 | val_loss: 0.03117 | Time: 2201.36 ms
[2022-04-21 10:10:32 main:581] : INFO : Epoch 1656 | loss: 0.0311526 | val_loss: 0.0311657 | Time: 2180.99 ms
[2022-04-21 10:10:34 main:581] : INFO : Epoch 1657 | loss: 0.0311497 | val_loss: 0.0311664 | Time: 2177.25 ms
[2022-04-21 10:10:36 main:581] : INFO : Epoch 1658 | loss: 0.0311504 | val_loss: 0.0311656 | Time: 2198.03 ms
[2022-04-21 10:10:38 main:581] : INFO : Epoch 1659 | loss: 0.0311499 | val_loss: 0.0311675 | Time: 2200.47 ms
[2022-04-21 10:10:41 main:581] : INFO : Epoch 1660 | loss: 0.0311488 | val_loss: 0.0311653 | Time: 2160.67 ms
[2022-04-21 10:10:43 main:581] : INFO : Epoch 1661 | loss: 0.0311494 | val_loss: 0.0311669 | Time: 2159.66 ms
[2022-04-21 10:10:45 main:581] : INFO : Epoch 1662 | loss: 0.0311526 | val_loss: 0.0311727 | Time: 2165.28 ms
[2022-04-21 10:10:47 main:581] : INFO : Epoch 1663 | loss: 0.0311499 | val_loss: 0.031171 | Time: 2123.58 ms
[2022-04-21 10:10:49 main:581] : INFO : Epoch 1664 | loss: 0.0311509 | val_loss: 0.0311804 | Time: 2157.84 ms
[2022-04-21 10:10:51 main:581] : INFO : Epoch 1665 | loss: 0.031152 | val_loss: 0.0311682 | Time: 2135.82 ms
[2022-04-21 10:10:53 main:581] : INFO : Epoch 1666 | loss: 0.0311503 | val_loss: 0.0311694 | Time: 2199.8 ms
[2022-04-21 10:10:56 main:581] : INFO : Epoch 1667 | loss: 0.0311466 | val_loss: 0.0311654 | Time: 2159.99 ms
[2022-04-21 10:10:58 main:581] : INFO : Epoch 1668 | loss: 0.0311455 | val_loss: 0.031168 | Time: 2158.66 ms
[2022-04-21 10:11:00 main:581] : INFO : Epoch 1669 | loss: 0.0311454 | val_loss: 0.0311661 | Time: 2170.56 ms
[2022-04-21 10:11:02 main:581] : INFO : Epoch 1670 | loss: 0.031146 | val_loss: 0.0311674 | Time: 2157.37 ms
[2022-04-21 10:11:04 main:581] : INFO : Epoch 1671 | loss: 0.0311444 | val_loss: 0.031171 | Time: 2176.89 ms
[2022-04-21 10:11:06 main:581] : INFO : Epoch 1672 | loss: 0.0311446 | val_loss: 0.0311677 | Time: 2137.54 ms
[2022-04-21 10:11:09 main:581] : INFO : Epoch 1673 | loss: 0.0311464 | val_loss: 0.0311719 | Time: 2131.79 ms
[2022-04-21 10:11:11 main:581] : INFO : Epoch 1674 | loss: 0.0311459 | val_loss: 0.0311724 | Time: 2178.09 ms
[2022-04-21 10:11:13 main:581] : INFO : Epoch 1675 | loss: 0.0311504 | val_loss: 0.0311805 | Time: 2143.92 ms
[2022-04-21 10:11:15 main:581] : INFO : Epoch 1676 | loss: 0.0311515 | val_loss: 0.031172 | Time: 2170.86 ms
[2022-04-21 10:11:17 main:581] : INFO : Epoch 1677 | loss: 0.0311547 | val_loss: 0.0311716 | Time: 2162.36 ms
[2022-04-21 10:11:19 main:581] : INFO : Epoch 1678 | loss: 0.0311536 | val_loss: 0.0311669 | Time: 2167.55 ms
[2022-04-21 10:11:22 main:581] : INFO : Epoch 1679 | loss: 0.0311492 | val_loss: 0.0311669 | Time: 2152.73 ms
[2022-04-21 10:11:24 main:581] : INFO : Epoch 1680 | loss: 0.0311487 | val_loss: 0.0311669 | Time: 2145.44 ms
[2022-04-21 10:11:26 main:581] : INFO : Epoch 1681 | loss: 0.0311489 | val_loss: 0.0311643 | Time: 2162.65 ms
[2022-04-21 10:11:28 main:581] : INFO : Epoch 1682 | loss: 0.0311489 | val_loss: 0.0311675 | Time: 2185.3 ms
[2022-04-21 10:11:30 main:581] : INFO : Epoch 1683 | loss: 0.0311466 | val_loss: 0.0311678 | Time: 2167.94 ms
[2022-04-21 10:11:32 main:581] : INFO : Epoch 1684 | loss: 0.0311458 | val_loss: 0.031166 | Time: 2185.84 ms
[2022-04-21 10:11:35 main:581] : INFO : Epoch 1685 | loss: 0.0311467 | val_loss: 0.0311668 | Time: 2182.78 ms
[2022-04-21 10:11:37 main:581] : INFO : Epoch 1686 | loss: 0.0311449 | val_loss: 0.031166 | Time: 2135.16 ms
[2022-04-21 10:11:39 main:581] : INFO : Epoch 1687 | loss: 0.0311486 | val_loss: 0.0311727 | Time: 2140.76 ms
[2022-04-21 10:11:41 main:581] : INFO : Epoch 1688 | loss: 0.0311458 | val_loss: 0.0311653 | Time: 2159.07 ms
[2022-04-21 10:11:43 main:581] : INFO : Epoch 1689 | loss: 0.0311449 | val_loss: 0.0311662 | Time: 2165.89 ms
[2022-04-21 10:11:45 main:581] : INFO : Epoch 1690 | loss: 0.031145 | val_loss: 0.0311654 | Time: 2165.8 ms
[2022-04-21 10:11:47 main:581] : INFO : Epoch 1691 | loss: 0.031144 | val_loss: 0.0311655 | Time: 2166.72 ms
[2022-04-21 10:11:50 main:581] : INFO : Epoch 1692 | loss: 0.0311448 | val_loss: 0.0311672 | Time: 2128.46 ms
[2022-04-21 10:11:52 main:581] : INFO : Epoch 1693 | loss: 0.0311432 | val_loss: 0.031168 | Time: 2122.49 ms
[2022-04-21 10:11:54 main:581] : INFO : Epoch 1694 | loss: 0.0311419 | val_loss: 0.0311739 | Time: 2124.06 ms
[2022-04-21 10:11:56 main:581] : INFO : Epoch 1695 | loss: 0.0311419 | val_loss: 0.0311726 | Time: 2155.76 ms
[2022-04-21 10:11:58 main:581] : INFO : Epoch 1696 | loss: 0.0311448 | val_loss: 0.0311705 | Time: 2156.47 ms
[2022-04-21 10:12:00 main:581] : INFO : Epoch 1697 | loss: 0.0311425 | val_loss: 0.0311681 | Time: 2176.69 ms
[2022-04-21 10:12:03 main:581] : INFO : Epoch 1698 | loss: 0.0311416 | val_loss: 0.0311674 | Time: 2169.43 ms
[2022-04-21 10:12:05 main:581] : INFO : Epoch 1699 | loss: 0.0311418 | val_loss: 0.0311644 | Time: 2162.14 ms
[2022-04-21 10:12:07 main:581] : INFO : Epoch 1700 | loss: 0.0311409 | val_loss: 0.0311665 | Time: 2159.25 ms
[2022-04-21 10:12:09 main:581] : INFO : Epoch 1701 | loss: 0.0311446 | val_loss: 0.0311682 | Time: 2163.38 ms
[2022-04-21 10:12:11 main:581] : INFO : Epoch 1702 | loss: 0.0311497 | val_loss: 0.0311664 | Time: 2220.31 ms
[2022-04-21 10:12:13 main:581] : INFO : Epoch 1703 | loss: 0.0311435 | val_loss: 0.0311678 | Time: 2181.05 ms
[2022-04-21 10:12:16 main:581] : INFO : Epoch 1704 | loss: 0.0311429 | val_loss: 0.0311694 | Time: 2175.92 ms
[2022-04-21 10:12:18 main:581] : INFO : Epoch 1705 | loss: 0.031142 | val_loss: 0.0311725 | Time: 2170.77 ms
[2022-04-21 10:12:20 main:581] : INFO : Epoch 1706 | loss: 0.0311447 | val_loss: 0.0311667 | Time: 2139.14 ms
[2022-04-21 10:12:22 main:581] : INFO : Epoch 1707 | loss: 0.0311408 | val_loss: 0.0311689 | Time: 2116.61 ms
[2022-04-21 10:12:24 main:581] : INFO : Epoch 1708 | loss: 0.0311412 | val_loss: 0.0311648 | Time: 2137.21 ms
[2022-04-21 10:12:26 main:581] : INFO : Epoch 1709 | loss: 0.0311434 | val_loss: 0.0311638 | Time: 2115.22 ms
[2022-04-21 10:12:28 main:581] : INFO : Epoch 1710 | loss: 0.031139 | val_loss: 0.0311698 | Time: 2149.85 ms
[2022-04-21 10:12:31 main:581] : INFO : Epoch 1711 | loss: 0.0311419 | val_loss: 0.0311702 | Time: 2129.5 ms
[2022-04-21 10:12:33 main:581] : INFO : Epoch 1712 | loss: 0.0311462 | val_loss: 0.0311647 | Time: 2187.19 ms
[2022-04-21 10:12:35 main:581] : INFO : Epoch 1713 | loss: 0.0311466 | val_loss: 0.0311736 | Time: 2192.46 ms
[2022-04-21 10:12:37 main:581] : INFO : Epoch 1714 | loss: 0.031144 | val_loss: 0.0311662 | Time: 2182.2 ms
[2022-04-21 10:12:39 main:581] : INFO : Epoch 1715 | loss: 0.0311435 | val_loss: 0.0311657 | Time: 2188.67 ms
[2022-04-21 10:12:42 main:581] : INFO : Epoch 1716 | loss: 0.0311416 | val_loss: 0.0311699 | Time: 2196.05 ms
[2022-04-21 10:12:44 main:581] : INFO : Epoch 1717 | loss: 0.031143 | val_loss: 0.031169 | Time: 2172.94 ms
[2022-04-21 10:12:46 main:581] : INFO : Epoch 1718 | loss: 0.0311443 | val_loss: 0.0311692 | Time: 2187.66 ms
[2022-04-21 10:12:48 main:581] : INFO : Epoch 1719 | loss: 0.0311423 | val_loss: 0.0311708 | Time: 2201.48 ms
[2022-04-21 10:12:50 main:581] : INFO : Epoch 1720 | loss: 0.0311426 | val_loss: 0.0311667 | Time: 2142.45 ms
[2022-04-21 10:12:52 main:581] : INFO : Epoch 1721 | loss: 0.0311422 | val_loss: 0.0311709 | Time: 2149.84 ms
[2022-04-21 10:12:55 main:581] : INFO : Epoch 1722 | loss: 0.0311423 | val_loss: 0.0311694 | Time: 2195.2 ms
[2022-04-21 10:12:57 main:581] : INFO : Epoch 1723 | loss: 0.0311437 | val_loss: 0.0311753 | Time: 2168.18 ms
[2022-04-21 10:12:59 main:581] : INFO : Epoch 1724 | loss: 0.0311445 | val_loss: 0.0311718 | Time: 2197.22 ms
[2022-04-21 10:13:01 main:581] : INFO : Epoch 1725 | loss: 0.0311441 | val_loss: 0.0311685 | Time: 2200.29 ms
[2022-04-21 10:13:03 main:581] : INFO : Epoch 1726 | loss: 0.0311444 | val_loss: 0.0311694 | Time: 2224.62 ms
[2022-04-21 10:13:06 main:581] : INFO : Epoch 1727 | loss: 0.0311437 | val_loss: 0.031166 | Time: 2175.96 ms
[2022-04-21 10:13:08 main:581] : INFO : Epoch 1728 | loss: 0.0311432 | val_loss: 0.0311659 | Time: 2172.23 ms
[2022-04-21 10:13:10 main:581] : INFO : Epoch 1729 | loss: 0.0311433 | val_loss: 0.0311739 | Time: 2154.3 ms
[2022-04-21 10:13:12 main:581] : INFO : Epoch 1730 | loss: 0.0311443 | val_loss: 0.0311709 | Time: 2183.66 ms
[2022-04-21 10:13:14 main:581] : INFO : Epoch 1731 | loss: 0.0311432 | val_loss: 0.0311685 | Time: 2165.68 ms
[2022-04-21 10:13:16 main:581] : INFO : Epoch 1732 | loss: 0.0311409 | val_loss: 0.0311686 | Time: 2178.03 ms
[2022-04-21 10:13:19 main:581] : INFO : Epoch 1733 | loss: 0.0311422 | val_loss: 0.0311694 | Time: 2152.66 ms
[2022-04-21 10:13:21 main:581] : INFO : Epoch 1734 | loss: 0.031143 | val_loss: 0.0311742 | Time: 2172.58 ms
[2022-04-21 10:13:23 main:581] : INFO : Epoch 1735 | loss: 0.0311437 | val_loss: 0.0311669 | Time: 2212.93 ms
[2022-04-21 10:13:25 main:581] : INFO : Epoch 1736 | loss: 0.031142 | val_loss: 0.031168 | Time: 2240.67 ms
[2022-04-21 10:13:27 main:581] : INFO : Epoch 1737 | loss: 0.0311395 | val_loss: 0.0311639 | Time: 2230.4 ms
[2022-04-21 10:13:30 main:581] : INFO : Epoch 1738 | loss: 0.0311393 | val_loss: 0.0311657 | Time: 2220.44 ms
[2022-04-21 10:13:32 main:581] : INFO : Epoch 1739 | loss: 0.0311414 | val_loss: 0.0311639 | Time: 2184.88 ms
[2022-04-21 10:13:34 main:581] : INFO : Epoch 1740 | loss: 0.0311404 | val_loss: 0.0311641 | Time: 2208.52 ms
[2022-04-21 10:13:36 main:581] : INFO : Epoch 1741 | loss: 0.0311423 | val_loss: 0.0311696 | Time: 2165.65 ms
[2022-04-21 10:13:38 main:581] : INFO : Epoch 1742 | loss: 0.0311459 | val_loss: 0.0311681 | Time: 2187.41 ms
[2022-04-21 10:13:41 main:581] : INFO : Epoch 1743 | loss: 0.0311502 | val_loss: 0.0311685 | Time: 2196.61 ms
[2022-04-21 10:13:43 main:581] : INFO : Epoch 1744 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 2130.31 ms
[2022-04-21 10:13:45 main:581] : INFO : Epoch 1745 | loss: 0.031146 | val_loss: 0.0311655 | Time: 2196.39 ms
[2022-04-21 10:13:47 main:581] : INFO : Epoch 1746 | loss: 0.0311455 | val_loss: 0.0311678 | Time: 2179.29 ms
[2022-04-21 10:13:49 main:581] : INFO : Epoch 1747 | loss: 0.0311457 | val_loss: 0.0311682 | Time: 2226.54 ms
[2022-04-21 10:13:52 main:581] : INFO : Epoch 1748 | loss: 0.0311457 | val_loss: 0.0311731 | Time: 2217.17 ms
[2022-04-21 10:13:54 main:581] : INFO : Epoch 1749 | loss: 0.031144 | val_loss: 0.0311684 | Time: 2206.91 ms
[2022-04-21 10:13:56 main:581] : INFO : Epoch 1750 | loss: 0.031142 | val_loss: 0.0311741 | Time: 2196.46 ms
[2022-04-21 10:13:58 main:581] : INFO : Epoch 1751 | loss: 0.0311408 | val_loss: 0.0311709 | Time: 2179.63 ms
[2022-04-21 10:14:00 main:581] : INFO : Epoch 1752 | loss: 0.0311395 | val_loss: 0.0311712 | Time: 2212.12 ms
[2022-04-21 10:14:03 main:581] : INFO : Epoch 1753 | loss: 0.0311401 | val_loss: 0.0311701 | Time: 2287.03 ms
[2022-04-21 10:14:05 main:581] : INFO : Epoch 1754 | loss: 0.0311401 | val_loss: 0.0311661 | Time: 2192.33 ms
[2022-04-21 10:14:07 main:581] : INFO : Epoch 1755 | loss: 0.0311391 | val_loss: 0.0311689 | Time: 2195.25 ms
[2022-04-21 10:14:09 main:581] : INFO : Epoch 1756 | loss: 0.0311396 | val_loss: 0.0311722 | Time: 2186.64 ms
[2022-04-21 10:14:11 main:581] : INFO : Epoch 1757 | loss: 0.0311399 | val_loss: 0.0311675 | Time: 2190.74 ms
[2022-04-21 10:14:14 main:581] : INFO : Epoch 1758 | loss: 0.0311412 | val_loss: 0.0311706 | Time: 2168.85 ms
[2022-04-21 10:14:16 main:581] : INFO : Epoch 1759 | loss: 0.031142 | val_loss: 0.0311691 | Time: 2158.12 ms
[2022-04-21 10:14:18 main:581] : INFO : Epoch 1760 | loss: 0.0311386 | val_loss: 0.0311678 | Time: 2172.61 ms
[2022-04-21 10:14:20 main:581] : INFO : Epoch 1761 | loss: 0.0311391 | val_loss: 0.0311672 | Time: 2204.36 ms
[2022-04-21 10:14:22 main:581] : INFO : Epoch 1762 | loss: 0.031142 | val_loss: 0.0311686 | Time: 2217.76 ms
[2022-04-21 10:14:24 main:581] : INFO : Epoch 1763 | loss: 0.0311458 | val_loss: 0.0311655 | Time: 2175.26 ms
[2022-04-21 10:14:27 main:581] : INFO : Epoch 1764 | loss: 0.0311463 | val_loss: 0.0311667 | Time: 2239.06 ms
[2022-04-21 10:14:29 main:581] : INFO : Epoch 1765 | loss: 0.0311448 | val_loss: 0.0311656 | Time: 2217.93 ms
[2022-04-21 10:14:31 main:581] : INFO : Epoch 1766 | loss: 0.0311428 | val_loss: 0.0311675 | Time: 2186.27 ms
[2022-04-21 10:14:33 main:581] : INFO : Epoch 1767 | loss: 0.031144 | val_loss: 0.031166 | Time: 2201.28 ms
[2022-04-21 10:14:35 main:581] : INFO : Epoch 1768 | loss: 0.0311444 | val_loss: 0.0311639 | Time: 2145.02 ms
[2022-04-21 10:14:38 main:581] : INFO : Epoch 1769 | loss: 0.0311425 | val_loss: 0.0311682 | Time: 2146.89 ms
[2022-04-21 10:14:40 main:581] : INFO : Epoch 1770 | loss: 0.0311461 | val_loss: 0.0311682 | Time: 2174.11 ms
[2022-04-21 10:14:42 main:581] : INFO : Epoch 1771 | loss: 0.031148 | val_loss: 0.0311661 | Time: 2184.55 ms
[2022-04-21 10:14:44 main:581] : INFO : Epoch 1772 | loss: 0.0311462 | val_loss: 0.0311623 | Time: 2164.96 ms
[2022-04-21 10:14:46 main:581] : INFO : Epoch 1773 | loss: 0.0311436 | val_loss: 0.0311621 | Time: 2155.77 ms
[2022-04-21 10:14:48 main:581] : INFO : Epoch 1774 | loss: 0.0311406 | val_loss: 0.0311617 | Time: 2180.88 ms
[2022-04-21 10:14:51 main:581] : INFO : Epoch 1775 | loss: 0.0311396 | val_loss: 0.0311658 | Time: 2193.17 ms
[2022-04-21 10:14:53 main:581] : INFO : Epoch 1776 | loss: 0.0311384 | val_loss: 0.0311644 | Time: 2170.13 ms
[2022-04-21 10:14:55 main:581] : INFO : Epoch 1777 | loss: 0.0311417 | val_loss: 0.0311702 | Time: 2156.69 ms
[2022-04-21 10:14:57 main:581] : INFO : Epoch 1778 | loss: 0.0311376 | val_loss: 0.0311681 | Time: 2199.81 ms
[2022-04-21 10:14:59 main:581] : INFO : Epoch 1779 | loss: 0.0311378 | val_loss: 0.0311707 | Time: 2176.26 ms
[2022-04-21 10:15:02 main:581] : INFO : Epoch 1780 | loss: 0.0311428 | val_loss: 0.0311688 | Time: 2205.96 ms
[2022-04-21 10:15:04 main:581] : INFO : Epoch 1781 | loss: 0.0311443 | val_loss: 0.0311675 | Time: 2146.47 ms
[2022-04-21 10:15:06 main:581] : INFO : Epoch 1782 | loss: 0.0311443 | val_loss: 0.0311694 | Time: 2179.88 ms
[2022-04-21 10:15:08 main:581] : INFO : Epoch 1783 | loss: 0.031142 | val_loss: 0.0311685 | Time: 2160.11 ms
[2022-04-21 10:15:10 main:581] : INFO : Epoch 1784 | loss: 0.0311404 | val_loss: 0.0311686 | Time: 2196.03 ms
[2022-04-21 10:15:12 main:581] : INFO : Epoch 1785 | loss: 0.0311403 | val_loss: 0.0311689 | Time: 2152.63 ms
[2022-04-21 10:15:15 main:581] : INFO : Epoch 1786 | loss: 0.0311397 | val_loss: 0.0311671 | Time: 2179.41 ms
[2022-04-21 10:15:17 main:581] : INFO : Epoch 1787 | loss: 0.0311436 | val_loss: 0.0311696 | Time: 2149.05 ms
[2022-04-21 10:15:19 main:581] : INFO : Epoch 1788 | loss: 0.0311393 | val_loss: 0.0311649 | Time: 2167.29 ms
[2022-04-21 10:15:21 main:581] : INFO : Epoch 1789 | loss: 0.0311392 | val_loss: 0.0311677 | Time: 2191.88 ms
[2022-04-21 10:15:23 main:581] : INFO : Epoch 1790 | loss: 0.0311403 | val_loss: 0.0311632 | Time: 2148.69 ms
[2022-04-21 10:15:25 main:581] : INFO : Epoch 1791 | loss: 0.0311379 | val_loss: 0.0311652 | Time: 2194.89 ms
[2022-04-21 10:15:28 main:581] : INFO : Epoch 1792 | loss: 0.031141 | val_loss: 0.0311626 | Time: 2215.18 ms
[2022-04-21 10:15:30 main:581] : INFO : Epoch 1793 | loss: 0.0311384 | val_loss: 0.0311674 | Time: 2185.53 ms
[2022-04-21 10:15:32 main:581] : INFO : Epoch 1794 | loss: 0.0311396 | val_loss: 0.031165 | Time: 2185.08 ms
[2022-04-21 10:15:34 main:581] : INFO : Epoch 1795 | loss: 0.0311376 | val_loss: 0.0311642 | Time: 2183.25 ms
[2022-04-21 10:15:36 main:581] : INFO : Epoch 1796 | loss: 0.0311378 | val_loss: 0.0311647 | Time: 2144.75 ms
[2022-04-21 10:15:39 main:581] : INFO : Epoch 1797 | loss: 0.031138 | val_loss: 0.0311753 | Time: 2163.5 ms
[2022-04-21 10:15:41 main:581] : INFO : Epoch 1798 | loss: 0.0311357 | val_loss: 0.0311669 | Time: 2181.13 ms
[2022-04-21 10:15:43 main:581] : INFO : Epoch 1799 | loss: 0.0311372 | val_loss: 0.0311634 | Time: 2151.29 ms
[2022-04-21 10:15:45 main:581] : INFO : Epoch 1800 | loss: 0.0311412 | val_loss: 0.0311623 | Time: 2195.27 ms
[2022-04-21 10:15:47 main:581] : INFO : Epoch 1801 | loss: 0.0311433 | val_loss: 0.0311634 | Time: 2175.24 ms
[2022-04-21 10:15:49 main:581] : INFO : Epoch 1802 | loss: 0.0311447 | val_loss: 0.0311665 | Time: 2158.24 ms
[2022-04-21 10:15:52 main:581] : INFO : Epoch 1803 | loss: 0.0311449 | val_loss: 0.03116 | Time: 2192.23 ms
[2022-04-21 10:15:54 main:581] : INFO : Epoch 1804 | loss: 0.0311481 | val_loss: 0.0311648 | Time: 2181.93 ms
[2022-04-21 10:15:56 main:581] : INFO : Epoch 1805 | loss: 0.0311441 | val_loss: 0.0311636 | Time: 2135.61 ms
[2022-04-21 10:15:58 main:581] : INFO : Epoch 1806 | loss: 0.0311436 | val_loss: 0.0311659 | Time: 2202.3 ms
[2022-04-21 10:16:00 main:581] : INFO : Epoch 1807 | loss: 0.0311419 | val_loss: 0.0311633 | Time: 2200.25 ms
[2022-04-21 10:16:02 main:581] : INFO : Epoch 1808 | loss: 0.0311419 | val_loss: 0.0311657 | Time: 2174 ms
[2022-04-21 10:16:05 main:581] : INFO : Epoch 1809 | loss: 0.0311411 | val_loss: 0.0311684 | Time: 2164.55 ms
[2022-04-21 10:16:07 main:581] : INFO : Epoch 1810 | loss: 0.031141 | val_loss: 0.0311638 | Time: 2161.31 ms
[2022-04-21 10:16:09 main:581] : INFO : Epoch 1811 | loss: 0.0311416 | val_loss: 0.0311678 | Time: 2119.88 ms
[2022-04-21 10:16:11 main:581] : INFO : Epoch 1812 | loss: 0.03114 | val_loss: 0.0311685 | Time: 2163.04 ms
[2022-04-21 10:16:13 main:581] : INFO : Epoch 1813 | loss: 0.0311401 | val_loss: 0.0311665 | Time: 2193.77 ms
[2022-04-21 10:16:15 main:581] : INFO : Epoch 1814 | loss: 0.0311458 | val_loss: 0.0311643 | Time: 2153.48 ms
[2022-04-21 10:16:18 main:581] : INFO : Epoch 1815 | loss: 0.0311442 | val_loss: 0.0311671 | Time: 2191.04 ms
[2022-04-21 10:16:20 main:581] : INFO : Epoch 1816 | loss: 0.0311418 | val_loss: 0.0311659 | Time: 2162.78 ms
[2022-04-21 10:16:22 main:581] : INFO : Epoch 1817 | loss: 0.0311411 | val_loss: 0.0311626 | Time: 2156.87 ms
[2022-04-21 10:16:24 main:581] : INFO : Epoch 1818 | loss: 0.0311379 | val_loss: 0.0311672 | Time: 2133.85 ms
[2022-04-21 10:16:26 main:581] : INFO : Epoch 1819 | loss: 0.0311377 | val_loss: 0.0311627 | Time: 2121.36 ms
[2022-04-21 10:16:28 main:581] : INFO : Epoch 1820 | loss: 0.0311368 | val_loss: 0.0311609 | Time: 2198.99 ms
[2022-04-21 10:16:31 main:581] : INFO : Epoch 1821 | loss: 0.031134 | val_loss: 0.0311613 | Time: 2178.32 ms
[2022-04-21 10:16:33 main:581] : INFO : Epoch 1822 | loss: 0.0311336 | val_loss: 0.0311618 | Time: 2178.86 ms
[2022-04-21 10:16:35 main:581] : INFO : Epoch 1823 | loss: 0.0311334 | val_loss: 0.0311605 | Time: 2178.81 ms
[2022-04-21 10:16:37 main:581] : INFO : Epoch 1824 | loss: 0.0311351 | val_loss: 0.0311627 | Time: 2170.6 ms
[2022-04-21 10:16:39 main:581] : INFO : Epoch 1825 | loss: 0.0311364 | val_loss: 0.0311646 | Time: 2184.28 ms
[2022-04-21 10:16:41 main:581] : INFO : Epoch 1826 | loss: 0.031135 | val_loss: 0.0311577 | Time: 2186.22 ms
[2022-04-21 10:16:44 main:581] : INFO : Epoch 1827 | loss: 0.0311347 | val_loss: 0.0311596 | Time: 2185.8 ms
[2022-04-21 10:16:46 main:581] : INFO : Epoch 1828 | loss: 0.0311353 | val_loss: 0.0311618 | Time: 2177.53 ms
[2022-04-21 10:16:48 main:581] : INFO : Epoch 1829 | loss: 0.0311359 | val_loss: 0.0311663 | Time: 2147.01 ms
[2022-04-21 10:16:50 main:581] : INFO : Epoch 1830 | loss: 0.0311336 | val_loss: 0.0311687 | Time: 2178.03 ms
[2022-04-21 10:16:52 main:581] : INFO : Epoch 1831 | loss: 0.0311343 | val_loss: 0.0311662 | Time: 2174.02 ms
[2022-04-21 10:16:54 main:581] : INFO : Epoch 1832 | loss: 0.0311412 | val_loss: 0.0311626 | Time: 2157.22 ms
[2022-04-21 10:16:57 main:581] : INFO : Epoch 1833 | loss: 0.0311402 | val_loss: 0.0311637 | Time: 2161.42 ms
[2022-04-21 10:16:59 main:581] : INFO : Epoch 1834 | loss: 0.0311401 | val_loss: 0.0311652 | Time: 2163.01 ms
[2022-04-21 10:17:01 main:581] : INFO : Epoch 1835 | loss: 0.0311356 | val_loss: 0.0311589 | Time: 2167.97 ms
[2022-04-21 10:17:03 main:581] : INFO : Epoch 1836 | loss: 0.031134 | val_loss: 0.0311635 | Time: 2153.8 ms
[2022-04-21 10:17:05 main:581] : INFO : Epoch 1837 | loss: 0.0311327 | val_loss: 0.0311601 | Time: 2181.66 ms
[2022-04-21 10:17:08 main:581] : INFO : Epoch 1838 | loss: 0.0311336 | val_loss: 0.0311642 | Time: 2197.27 ms
[2022-04-21 10:17:10 main:581] : INFO : Epoch 1839 | loss: 0.0311354 | val_loss: 0.0311674 | Time: 2162.85 ms
[2022-04-21 10:17:12 main:581] : INFO : Epoch 1840 | loss: 0.0311381 | val_loss: 0.031165 | Time: 2177.53 ms
[2022-04-21 10:17:14 main:581] : INFO : Epoch 1841 | loss: 0.0311425 | val_loss: 0.0311647 | Time: 2188.98 ms
[2022-04-21 10:17:16 main:581] : INFO : Epoch 1842 | loss: 0.0311419 | val_loss: 0.0311651 | Time: 2196.53 ms
[2022-04-21 10:17:18 main:581] : INFO : Epoch 1843 | loss: 0.0311412 | val_loss: 0.0311691 | Time: 2189.55 ms
[2022-04-21 10:17:21 main:581] : INFO : Epoch 1844 | loss: 0.0311399 | val_loss: 0.0311661 | Time: 2190.31 ms
[2022-04-21 10:17:23 main:581] : INFO : Epoch 1845 | loss: 0.0311382 | val_loss: 0.0311653 | Time: 2203.41 ms
[2022-04-21 10:17:25 main:581] : INFO : Epoch 1846 | loss: 0.0311372 | val_loss: 0.0311668 | Time: 2120.35 ms
[2022-04-21 10:17:27 main:581] : INFO : Epoch 1847 | loss: 0.0311376 | val_loss: 0.0311715 | Time: 2136.96 ms
[2022-04-21 10:17:29 main:581] : INFO : Epoch 1848 | loss: 0.0311384 | val_loss: 0.0311683 | Time: 2194.15 ms
[2022-04-21 10:17:31 main:581] : INFO : Epoch 1849 | loss: 0.0311365 | val_loss: 0.0311608 | Time: 2184.35 ms
[2022-04-21 10:17:34 main:581] : INFO : Epoch 1850 | loss: 0.0311362 | val_loss: 0.0311664 | Time: 2165.94 ms
[2022-04-21 10:17:36 main:581] : INFO : Epoch 1851 | loss: 0.031134 | val_loss: 0.0311657 | Time: 2168.33 ms
[2022-04-21 10:17:38 main:581] : INFO : Epoch 1852 | loss: 0.0311326 | val_loss: 0.0311682 | Time: 2175.33 ms
[2022-04-21 10:17:40 main:581] : INFO : Epoch 1853 | loss: 0.0311321 | val_loss: 0.0311664 | Time: 2171.48 ms
[2022-04-21 10:17:42 main:581] : INFO : Epoch 1854 | loss: 0.0311305 | val_loss: 0.0311701 | Time: 2176.38 ms
[2022-04-21 10:17:44 main:581] : INFO : Epoch 1855 | loss: 0.031132 | val_loss: 0.0311676 | Time: 2164.4 ms
[2022-04-21 10:17:47 main:581] : INFO : Epoch 1856 | loss: 0.0311307 | val_loss: 0.0311713 | Time: 2164.6 ms
[2022-04-21 10:17:49 main:581] : INFO : Epoch 1857 | loss: 0.0311315 | val_loss: 0.0311636 | Time: 2179.93 ms
[2022-04-21 10:17:51 main:581] : INFO : Epoch 1858 | loss: 0.0311306 | val_loss: 0.0311616 | Time: 2163.29 ms
[2022-04-21 10:17:53 main:581] : INFO : Epoch 1859 | loss: 0.031138 | val_loss: 0.031162 | Time: 2169.56 ms
[2022-04-21 10:17:55 main:581] : INFO : Epoch 1860 | loss: 0.0311339 | val_loss: 0.0311613 | Time: 2151.97 ms
[2022-04-21 10:17:58 main:581] : INFO : Epoch 1861 | loss: 0.0311335 | val_loss: 0.0311719 | Time: 2200.82 ms
[2022-04-21 10:18:00 main:581] : INFO : Epoch 1862 | loss: 0.0311312 | val_loss: 0.0311671 | Time: 2211.43 ms
[2022-04-21 10:18:02 main:581] : INFO : Epoch 1863 | loss: 0.031129 | val_loss: 0.0311674 | Time: 2153.69 ms
[2022-04-21 10:18:04 main:581] : INFO : Epoch 1864 | loss: 0.0311286 | val_loss: 0.0311666 | Time: 2201.67 ms
[2022-04-21 10:18:06 main:581] : INFO : Epoch 1865 | loss: 0.0311305 | val_loss: 0.0311694 | Time: 2186.96 ms
[2022-04-21 10:18:08 main:581] : INFO : Epoch 1866 | loss: 0.0311312 | val_loss: 0.0311716 | Time: 2182.74 ms
[2022-04-21 10:18:11 main:581] : INFO : Epoch 1867 | loss: 0.0311306 | val_loss: 0.0311722 | Time: 2192.07 ms
[2022-04-21 10:18:13 main:581] : INFO : Epoch 1868 | loss: 0.0311319 | val_loss: 0.0311665 | Time: 2164.02 ms
[2022-04-21 10:18:15 main:581] : INFO : Epoch 1869 | loss: 0.0311281 | val_loss: 0.0311697 | Time: 2161.91 ms
[2022-04-21 10:18:17 main:581] : INFO : Epoch 1870 | loss: 0.031131 | val_loss: 0.0311642 | Time: 2191.86 ms
[2022-04-21 10:18:19 main:581] : INFO : Epoch 1871 | loss: 0.0311324 | val_loss: 0.0311731 | Time: 2178.49 ms
[2022-04-21 10:18:22 main:581] : INFO : Epoch 1872 | loss: 0.0311324 | val_loss: 0.0311661 | Time: 2157.55 ms
[2022-04-21 10:18:24 main:581] : INFO : Epoch 1873 | loss: 0.0311303 | val_loss: 0.0311691 | Time: 2173.56 ms
[2022-04-21 10:18:26 main:581] : INFO : Epoch 1874 | loss: 0.0311332 | val_loss: 0.0311669 | Time: 2154.89 ms
[2022-04-21 10:18:28 main:581] : INFO : Epoch 1875 | loss: 0.0311318 | val_loss: 0.0311657 | Time: 2173.81 ms
[2022-04-21 10:18:30 main:581] : INFO : Epoch 1876 | loss: 0.0311297 | val_loss: 0.0311652 | Time: 2182.54 ms
[2022-04-21 10:18:32 main:581] : INFO : Epoch 1877 | loss: 0.0311295 | val_loss: 0.031172 | Time: 2195.9 ms
[2022-04-21 10:18:35 main:581] : INFO : Epoch 1878 | loss: 0.0311314 | val_loss: 0.0311633 | Time: 2169.07 ms
[2022-04-21 10:18:37 main:581] : INFO : Epoch 1879 | loss: 0.0311314 | val_loss: 0.0311616 | Time: 2149.32 ms
[2022-04-21 10:18:39 main:581] : INFO : Epoch 1880 | loss: 0.0311293 | val_loss: 0.0311682 | Time: 2131.62 ms
[2022-04-21 10:18:41 main:581] : INFO : Epoch 1881 | loss: 0.0311304 | val_loss: 0.0311647 | Time: 2138.8 ms
[2022-04-21 10:18:43 main:581] : INFO : Epoch 1882 | loss: 0.0311294 | val_loss: 0.0311686 | Time: 2127.4 ms
[2022-04-21 10:18:45 main:581] : INFO : Epoch 1883 | loss: 0.031129 | val_loss: 0.0311691 | Time: 2128.91 ms
[2022-04-21 10:18:47 main:581] : INFO : Epoch 1884 | loss: 0.0311278 | val_loss: 0.0311657 | Time: 2134.36 ms
[2022-04-21 10:18:49 main:581] : INFO : Epoch 1885 | loss: 0.0311301 | val_loss: 0.0311686 | Time: 2074.36 ms
[2022-04-21 10:18:52 main:581] : INFO : Epoch 1886 | loss: 0.0311297 | val_loss: 0.0311646 | Time: 2153.7 ms
[2022-04-21 10:18:54 main:581] : INFO : Epoch 1887 | loss: 0.0311293 | val_loss: 0.0311658 | Time: 2154.65 ms
[2022-04-21 10:18:56 main:581] : INFO : Epoch 1888 | loss: 0.0311331 | val_loss: 0.0311678 | Time: 2119.21 ms
[2022-04-21 10:18:58 main:581] : INFO : Epoch 1889 | loss: 0.0311347 | val_loss: 0.031173 | Time: 2134.83 ms
[2022-04-21 10:19:00 main:581] : INFO : Epoch 1890 | loss: 0.0311338 | val_loss: 0.0311675 | Time: 2155.59 ms
[2022-04-21 10:19:02 main:581] : INFO : Epoch 1891 | loss: 0.0311345 | val_loss: 0.0311721 | Time: 2136.2 ms
[2022-04-21 10:19:04 main:581] : INFO : Epoch 1892 | loss: 0.0311409 | val_loss: 0.03118 | Time: 2186.32 ms
[2022-04-21 10:19:07 main:581] : INFO : Epoch 1893 | loss: 0.031135 | val_loss: 0.0311652 | Time: 2162.52 ms
[2022-04-21 10:19:09 main:581] : INFO : Epoch 1894 | loss: 0.0311332 | val_loss: 0.0311615 | Time: 2163.03 ms
[2022-04-21 10:19:11 main:581] : INFO : Epoch 1895 | loss: 0.0311322 | val_loss: 0.0311625 | Time: 2178.74 ms
[2022-04-21 10:19:13 main:581] : INFO : Epoch 1896 | loss: 0.0311311 | val_loss: 0.0311642 | Time: 2149.76 ms
[2022-04-21 10:19:15 main:581] : INFO : Epoch 1897 | loss: 0.0311313 | val_loss: 0.0311654 | Time: 2140.03 ms
[2022-04-21 10:19:17 main:581] : INFO : Epoch 1898 | loss: 0.0311329 | val_loss: 0.0311664 | Time: 2164.4 ms
[2022-04-21 10:19:20 main:581] : INFO : Epoch 1899 | loss: 0.0311295 | val_loss: 0.0311686 | Time: 2142.91 ms
[2022-04-21 10:19:22 main:581] : INFO : Epoch 1900 | loss: 0.0311293 | val_loss: 0.0311655 | Time: 2123.08 ms
[2022-04-21 10:19:24 main:581] : INFO : Epoch 1901 | loss: 0.0311292 | val_loss: 0.0311704 | Time: 2144.5 ms
[2022-04-21 10:19:26 main:581] : INFO : Epoch 1902 | loss: 0.0311281 | val_loss: 0.0311657 | Time: 2152.04 ms
[2022-04-21 10:19:28 main:581] : INFO : Epoch 1903 | loss: 0.0311316 | val_loss: 0.0311705 | Time: 2177.87 ms
[2022-04-21 10:19:30 main:581] : INFO : Epoch 1904 | loss: 0.031133 | val_loss: 0.0311646 | Time: 2172.47 ms
[2022-04-21 10:19:33 main:581] : INFO : Epoch 1905 | loss: 0.0311317 | val_loss: 0.0311638 | Time: 2149.66 ms
[2022-04-21 10:19:35 main:581] : INFO : Epoch 1906 | loss: 0.0311325 | val_loss: 0.0311609 | Time: 2165.77 ms
[2022-04-21 10:19:37 main:581] : INFO : Epoch 1907 | loss: 0.0311306 | val_loss: 0.0311712 | Time: 2174.97 ms
[2022-04-21 10:19:39 main:581] : INFO : Epoch 1908 | loss: 0.0311315 | val_loss: 0.0311704 | Time: 2202.89 ms
[2022-04-21 10:19:41 main:581] : INFO : Epoch 1909 | loss: 0.0311284 | val_loss: 0.0311655 | Time: 2192.09 ms
[2022-04-21 10:19:43 main:581] : INFO : Epoch 1910 | loss: 0.0311303 | val_loss: 0.0311634 | Time: 2205.16 ms
[2022-04-21 10:19:46 main:581] : INFO : Epoch 1911 | loss: 0.0311303 | val_loss: 0.031174 | Time: 2218.71 ms
[2022-04-21 10:19:48 main:581] : INFO : Epoch 1912 | loss: 0.0311312 | val_loss: 0.0311705 | Time: 2189.69 ms
[2022-04-21 10:19:50 main:581] : INFO : Epoch 1913 | loss: 0.0311299 | val_loss: 0.0311694 | Time: 2202.95 ms
[2022-04-21 10:19:52 main:581] : INFO : Epoch 1914 | loss: 0.0311295 | val_loss: 0.0311715 | Time: 2202.89 ms
[2022-04-21 10:19:54 main:581] : INFO : Epoch 1915 | loss: 0.0311424 | val_loss: 0.0311686 | Time: 2192.6 ms
[2022-04-21 10:19:57 main:581] : INFO : Epoch 1916 | loss: 0.0311472 | val_loss: 0.0311641 | Time: 2204.68 ms
[2022-04-21 10:19:59 main:581] : INFO : Epoch 1917 | loss: 0.0311403 | val_loss: 0.0311688 | Time: 2186.43 ms
[2022-04-21 10:20:01 main:581] : INFO : Epoch 1918 | loss: 0.0311362 | val_loss: 0.0311726 | Time: 2175.48 ms
[2022-04-21 10:20:03 main:581] : INFO : Epoch 1919 | loss: 0.0311392 | val_loss: 0.0311654 | Time: 2216.13 ms
[2022-04-21 10:20:05 main:581] : INFO : Epoch 1920 | loss: 0.0311349 | val_loss: 0.0311709 | Time: 2193.24 ms
[2022-04-21 10:20:08 main:581] : INFO : Epoch 1921 | loss: 0.0311353 | val_loss: 0.0311678 | Time: 2238.71 ms
[2022-04-21 10:20:10 main:581] : INFO : Epoch 1922 | loss: 0.0311366 | val_loss: 0.0311655 | Time: 2216.72 ms
[2022-04-21 10:20:12 main:581] : INFO : Epoch 1923 | loss: 0.031135 | val_loss: 0.0311683 | Time: 2210.34 ms
[2022-04-21 10:20:14 main:581] : INFO : Epoch 1924 | loss: 0.0311377 | val_loss: 0.0311666 | Time: 2170.84 ms
[2022-04-21 10:20:17 main:581] : INFO : Epoch 1925 | loss: 0.0311488 | val_loss: 0.0311658 | Time: 2221.51 ms
[2022-04-21 10:20:19 main:581] : INFO : Epoch 1926 | loss: 0.0311487 | val_loss: 0.0311643 | Time: 2205.17 ms
[2022-04-21 10:20:21 main:581] : INFO : Epoch 1927 | loss: 0.0311453 | val_loss: 0.031162 | Time: 2221.63 ms
[2022-04-21 10:20:23 main:581] : INFO : Epoch 1928 | loss: 0.0311433 | val_loss: 0.0311708 | Time: 2221.02 ms
[2022-04-21 10:20:25 main:581] : INFO : Epoch 1929 | loss: 0.0311439 | val_loss: 0.0311587 | Time: 2209.14 ms
[2022-04-21 10:20:28 main:581] : INFO : Epoch 1930 | loss: 0.0311427 | val_loss: 0.0311607 | Time: 2246.5 ms
[2022-04-21 10:20:30 main:581] : INFO : Epoch 1931 | loss: 0.0311418 | val_loss: 0.0311615 | Time: 2202.57 ms
[2022-04-21 10:20:32 main:581] : INFO : Epoch 1932 | loss: 0.0311385 | val_loss: 0.0311624 | Time: 2223.24 ms
[2022-04-21 10:20:34 main:581] : INFO : Epoch 1933 | loss: 0.0311389 | val_loss: 0.0311676 | Time: 2208.39 ms
[2022-04-21 10:20:36 main:581] : INFO : Epoch 1934 | loss: 0.0311372 | val_loss: 0.0311606 | Time: 2203.44 ms
[2022-04-21 10:20:39 main:581] : INFO : Epoch 1935 | loss: 0.0311374 | val_loss: 0.031161 | Time: 2199.76 ms
[2022-04-21 10:20:41 main:581] : INFO : Epoch 1936 | loss: 0.031137 | val_loss: 0.0311611 | Time: 2162.82 ms
[2022-04-21 10:20:43 main:581] : INFO : Epoch 1937 | loss: 0.031135 | val_loss: 0.0311595 | Time: 2180 ms
[2022-04-21 10:20:45 main:581] : INFO : Epoch 1938 | loss: 0.031136 | val_loss: 0.0311636 | Time: 2207.03 ms
[2022-04-21 10:20:47 main:581] : INFO : Epoch 1939 | loss: 0.0311331 | val_loss: 0.0311591 | Time: 2181.4 ms
[2022-04-21 10:20:50 main:581] : INFO : Epoch 1940 | loss: 0.0311353 | val_loss: 0.0311596 | Time: 2194.78 ms
[2022-04-21 10:20:52 main:581] : INFO : Epoch 1941 | loss: 0.0311346 | val_loss: 0.0311729 | Time: 2190.85 ms
[2022-04-21 10:20:54 main:581] : INFO : Epoch 1942 | loss: 0.0311325 | val_loss: 0.031162 | Time: 2202.78 ms
[2022-04-21 10:20:56 main:581] : INFO : Epoch 1943 | loss: 0.0311325 | val_loss: 0.0311663 | Time: 2218.31 ms
[2022-04-21 10:20:58 main:581] : INFO : Epoch 1944 | loss: 0.0311352 | val_loss: 0.0311632 | Time: 2216.88 ms
[2022-04-21 10:21:01 main:581] : INFO : Epoch 1945 | loss: 0.0311349 | val_loss: 0.0311619 | Time: 2234.63 ms
[2022-04-21 10:21:03 main:581] : INFO : Epoch 1946 | loss: 0.0311336 | val_loss: 0.0311646 | Time: 2208.95 ms
[2022-04-21 10:21:05 main:581] : INFO : Epoch 1947 | loss: 0.0311337 | val_loss: 0.0311603 | Time: 2219.49 ms
[2022-04-21 10:21:07 main:581] : INFO : Epoch 1948 | loss: 0.0311337 | val_loss: 0.0311614 | Time: 2219.14 ms
[2022-04-21 10:21:10 main:581] : INFO : Epoch 1949 | loss: 0.0311319 | val_loss: 0.0311608 | Time: 2198.09 ms
[2022-04-21 10:21:12 main:581] : INFO : Epoch 1950 | loss: 0.0311326 | val_loss: 0.0311609 | Time: 2216.08 ms
[2022-04-21 10:21:14 main:581] : INFO : Epoch 1951 | loss: 0.0311334 | val_loss: 0.0311621 | Time: 2181.81 ms
[2022-04-21 10:21:16 main:581] : INFO : Epoch 1952 | loss: 0.0311325 | val_loss: 0.0311689 | Time: 2181.59 ms
[2022-04-21 10:21:18 main:581] : INFO : Epoch 1953 | loss: 0.0311326 | val_loss: 0.0311652 | Time: 2233.62 ms
[2022-04-21 10:21:21 main:581] : INFO : Epoch 1954 | loss: 0.0311369 | val_loss: 0.0311656 | Time: 2203.29 ms
[2022-04-21 10:21:23 main:581] : INFO : Epoch 1955 | loss: 0.0311414 | val_loss: 0.0311736 | Time: 2207.81 ms
[2022-04-21 10:21:25 main:581] : INFO : Epoch 1956 | loss: 0.0311418 | val_loss: 0.0311647 | Time: 2207.53 ms
[2022-04-21 10:21:27 main:581] : INFO : Epoch 1957 | loss: 0.0311427 | val_loss: 0.0311644 | Time: 2184.83 ms
[2022-04-21 10:21:29 main:581] : INFO : Epoch 1958 | loss: 0.0311487 | val_loss: 0.0311664 | Time: 2213.08 ms
[2022-04-21 10:21:32 main:581] : INFO : Epoch 1959 | loss: 0.0311563 | val_loss: 0.0311654 | Time: 2206.67 ms
[2022-04-21 10:21:34 main:581] : INFO : Epoch 1960 | loss: 0.0311537 | val_loss: 0.0311599 | Time: 2229.41 ms
[2022-04-21 10:21:36 main:581] : INFO : Epoch 1961 | loss: 0.03115 | val_loss: 0.0311611 | Time: 2222.3 ms
[2022-04-21 10:21:38 main:581] : INFO : Epoch 1962 | loss: 0.0311566 | val_loss: 0.0311648 | Time: 2219.99 ms
[2022-04-21 10:21:40 main:581] : INFO : Epoch 1963 | loss: 0.0311532 | val_loss: 0.0311616 | Time: 2224.81 ms
[2022-04-21 10:21:43 main:581] : INFO : Epoch 1964 | loss: 0.0311569 | val_loss: 0.0311589 | Time: 2192.49 ms
[2022-04-21 10:21:45 main:581] : INFO : Epoch 1965 | loss: 0.0311512 | val_loss: 0.031158 | Time: 2172.36 ms
[2022-04-21 10:21:47 main:581] : INFO : Epoch 1966 | loss: 0.0311452 | val_loss: 0.0311604 | Time: 2162.67 ms
[2022-04-21 10:21:49 main:581] : INFO : Epoch 1967 | loss: 0.0311441 | val_loss: 0.0311573 | Time: 2177.06 ms
[2022-04-21 10:21:51 main:581] : INFO : Epoch 1968 | loss: 0.0311433 | val_loss: 0.031156 | Time: 2190.65 ms
[2022-04-21 10:21:54 main:581] : INFO : Epoch 1969 | loss: 0.0311422 | val_loss: 0.0311588 | Time: 2191.23 ms
[2022-04-21 10:21:56 main:581] : INFO : Epoch 1970 | loss: 0.0311421 | val_loss: 0.0311594 | Time: 2177.92 ms
[2022-04-21 10:21:58 main:581] : INFO : Epoch 1971 | loss: 0.0311402 | val_loss: 0.0311616 | Time: 2164.6 ms
[2022-04-21 10:22:00 main:581] : INFO : Epoch 1972 | loss: 0.0311409 | val_loss: 0.0311566 | Time: 2204.33 ms
[2022-04-21 10:22:02 main:581] : INFO : Epoch 1973 | loss: 0.0311392 | val_loss: 0.0311579 | Time: 2188.12 ms
[2022-04-21 10:22:04 main:581] : INFO : Epoch 1974 | loss: 0.0311387 | val_loss: 0.0311591 | Time: 2194.07 ms
[2022-04-21 10:22:07 main:581] : INFO : Epoch 1975 | loss: 0.0311382 | val_loss: 0.0311636 | Time: 2186.12 ms
[2022-04-21 10:22:09 main:581] : INFO : Epoch 1976 | loss: 0.0311377 | val_loss: 0.031161 | Time: 2198.17 ms
[2022-04-21 10:22:11 main:581] : INFO : Epoch 1977 | loss: 0.0311381 | val_loss: 0.0311571 | Time: 2191.42 ms
[2022-04-21 10:22:13 main:581] : INFO : Epoch 1978 | loss: 0.0311399 | val_loss: 0.0311558 | Time: 2181.17 ms
[2022-04-21 10:22:15 main:581] : INFO : Epoch 1979 | loss: 0.0311369 | val_loss: 0.0311595 | Time: 2179.44 ms
[2022-04-21 10:22:18 main:581] : INFO : Epoch 1980 | loss: 0.0311357 | val_loss: 0.0311606 | Time: 2189.72 ms
[2022-04-21 10:22:20 main:581] : INFO : Epoch 1981 | loss: 0.0311356 | val_loss: 0.0311616 | Time: 2157 ms
[2022-04-21 10:22:22 main:581] : INFO : Epoch 1982 | loss: 0.0311393 | val_loss: 0.03116 | Time: 2182.52 ms
[2022-04-21 10:22:24 main:581] : INFO : Epoch 1983 | loss: 0.031145 | val_loss: 0.0311585 | Time: 2185.2 ms
[2022-04-21 10:22:26 main:581] : INFO : Epoch 1984 | loss: 0.0311442 | val_loss: 0.0311604 | Time: 2187.97 ms
[2022-04-21 10:22:29 main:581] : INFO : Epoch 1985 | loss: 0.0311439 | val_loss: 0.0311578 | Time: 2199.01 ms
[2022-04-21 10:22:31 main:581] : INFO : Epoch 1986 | loss: 0.031142 | val_loss: 0.0311579 | Time: 2208.11 ms
[2022-04-21 10:22:33 main:581] : INFO : Epoch 1987 | loss: 0.0311418 | val_loss: 0.0311613 | Time: 2182.61 ms
[2022-04-21 10:22:35 main:581] : INFO : Epoch 1988 | loss: 0.0311416 | val_loss: 0.031159 | Time: 2173.23 ms
[2022-04-21 10:22:37 main:581] : INFO : Epoch 1989 | loss: 0.0311393 | val_loss: 0.0311582 | Time: 2183.09 ms
[2022-04-21 10:22:39 main:581] : INFO : Epoch 1990 | loss: 0.031139 | val_loss: 0.0311625 | Time: 2167.2 ms
[2022-04-21 10:22:42 main:581] : INFO : Epoch 1991 | loss: 0.0311419 | val_loss: 0.0311634 | Time: 2170.8 ms
[2022-04-21 10:22:44 main:581] : INFO : Epoch 1992 | loss: 0.0311403 | val_loss: 0.0311599 | Time: 2140.48 ms
[2022-04-21 10:22:46 main:581] : INFO : Epoch 1993 | loss: 0.0311397 | val_loss: 0.031161 | Time: 2151.01 ms
[2022-04-21 10:22:48 main:581] : INFO : Epoch 1994 | loss: 0.0311383 | val_loss: 0.0311582 | Time: 2150.85 ms
[2022-04-21 10:22:50 main:581] : INFO : Epoch 1995 | loss: 0.0311389 | val_loss: 0.0311616 | Time: 2149.32 ms
[2022-04-21 10:22:52 main:581] : INFO : Epoch 1996 | loss: 0.0311354 | val_loss: 0.0311617 | Time: 2143.35 ms
[2022-04-21 10:22:54 main:581] : INFO : Epoch 1997 | loss: 0.0311348 | val_loss: 0.0311635 | Time: 2145.78 ms
[2022-04-21 10:22:57 main:581] : INFO : Epoch 1998 | loss: 0.0311335 | val_loss: 0.0311646 | Time: 2150.74 ms
[2022-04-21 10:22:59 main:581] : INFO : Epoch 1999 | loss: 0.0311333 | val_loss: 0.0311675 | Time: 2161.96 ms
[2022-04-21 10:23:01 main:581] : INFO : Epoch 2000 | loss: 0.0311315 | val_loss: 0.0311676 | Time: 2205.84 ms
[2022-04-21 10:23:03 main:581] : INFO : Epoch 2001 | loss: 0.0311344 | val_loss: 0.0311645 | Time: 2158.27 ms
[2022-04-21 10:23:05 main:581] : INFO : Epoch 2002 | loss: 0.0311357 | val_loss: 0.0311632 | Time: 2169.58 ms
[2022-04-21 10:23:08 main:581] : INFO : Epoch 2003 | loss: 0.0311327 | val_loss: 0.0311692 | Time: 2198.29 ms
[2022-04-21 10:23:10 main:581] : INFO : Epoch 2004 | loss: 0.0311324 | val_loss: 0.0311629 | Time: 2205.25 ms
[2022-04-21 10:23:12 main:581] : INFO : Epoch 2005 | loss: 0.0311316 | val_loss: 0.0311655 | Time: 2188.96 ms
[2022-04-21 10:23:14 main:581] : INFO : Epoch 2006 | loss: 0.03113 | val_loss: 0.0311664 | Time: 2159.67 ms
[2022-04-21 10:23:16 main:581] : INFO : Epoch 2007 | loss: 0.0311334 | val_loss: 0.031166 | Time: 2163.49 ms
[2022-04-21 10:23:18 main:581] : INFO : Epoch 2008 | loss: 0.0311321 | val_loss: 0.0311611 | Time: 2162.24 ms
[2022-04-21 10:23:21 main:581] : INFO : Epoch 2009 | loss: 0.0311309 | val_loss: 0.0311592 | Time: 2177.87 ms
[2022-04-21 10:23:23 main:581] : INFO : Epoch 2010 | loss: 0.0311313 | val_loss: 0.0311665 | Time: 2172.87 ms
[2022-04-21 10:23:25 main:581] : INFO : Epoch 2011 | loss: 0.0311325 | val_loss: 0.0311647 | Time: 2192.99 ms
[2022-04-21 10:23:27 main:581] : INFO : Epoch 2012 | loss: 0.0311348 | val_loss: 0.0311664 | Time: 2158.46 ms
[2022-04-21 10:23:29 main:581] : INFO : Epoch 2013 | loss: 0.0311322 | val_loss: 0.0311599 | Time: 2154.91 ms
[2022-04-21 10:23:31 main:581] : INFO : Epoch 2014 | loss: 0.0311311 | val_loss: 0.0311666 | Time: 2191.87 ms
[2022-04-21 10:23:34 main:581] : INFO : Epoch 2015 | loss: 0.0311321 | val_loss: 0.0311712 | Time: 2183.1 ms
[2022-04-21 10:23:36 main:581] : INFO : Epoch 2016 | loss: 0.0311298 | val_loss: 0.0311638 | Time: 2109.3 ms
[2022-04-21 10:23:38 main:581] : INFO : Epoch 2017 | loss: 0.0311303 | val_loss: 0.0311747 | Time: 2160.18 ms
[2022-04-21 10:23:40 main:581] : INFO : Epoch 2018 | loss: 0.0311346 | val_loss: 0.0311688 | Time: 2166.76 ms
[2022-04-21 10:23:42 main:581] : INFO : Epoch 2019 | loss: 0.0311401 | val_loss: 0.031165 | Time: 2172.11 ms
[2022-04-21 10:23:44 main:581] : INFO : Epoch 2020 | loss: 0.031138 | val_loss: 0.031162 | Time: 2153.95 ms
[2022-04-21 10:23:47 main:581] : INFO : Epoch 2021 | loss: 0.0311363 | val_loss: 0.0311655 | Time: 2153.67 ms
[2022-04-21 10:23:49 main:581] : INFO : Epoch 2022 | loss: 0.0311339 | val_loss: 0.0311649 | Time: 2137.37 ms
[2022-04-21 10:23:51 main:581] : INFO : Epoch 2023 | loss: 0.0311348 | val_loss: 0.0311629 | Time: 2134.78 ms
[2022-04-21 10:23:53 main:581] : INFO : Epoch 2024 | loss: 0.0311327 | val_loss: 0.0311633 | Time: 2134.5 ms
[2022-04-21 10:23:55 main:581] : INFO : Epoch 2025 | loss: 0.031133 | val_loss: 0.0311714 | Time: 2170.84 ms
[2022-04-21 10:23:57 main:581] : INFO : Epoch 2026 | loss: 0.0311331 | val_loss: 0.0311606 | Time: 2125.13 ms
[2022-04-21 10:23:59 main:581] : INFO : Epoch 2027 | loss: 0.0311327 | val_loss: 0.0311666 | Time: 2147.11 ms
[2022-04-21 10:24:02 main:581] : INFO : Epoch 2028 | loss: 0.0311311 | val_loss: 0.0311625 | Time: 2165.46 ms
[2022-04-21 10:24:04 main:581] : INFO : Epoch 2029 | loss: 0.0311305 | val_loss: 0.031165 | Time: 2146.37 ms
[2022-04-21 10:24:06 main:581] : INFO : Epoch 2030 | loss: 0.031131 | val_loss: 0.0311634 | Time: 2172.97 ms
[2022-04-21 10:24:08 main:581] : INFO : Epoch 2031 | loss: 0.0311301 | val_loss: 0.0311675 | Time: 2165.32 ms
[2022-04-21 10:24:10 main:581] : INFO : Epoch 2032 | loss: 0.0311311 | val_loss: 0.0311637 | Time: 2144.58 ms
[2022-04-21 10:24:12 main:581] : INFO : Epoch 2033 | loss: 0.0311295 | val_loss: 0.0311634 | Time: 2133.92 ms
[2022-04-21 10:24:14 main:581] : INFO : Epoch 2034 | loss: 0.0311287 | val_loss: 0.0311708 | Time: 2136.55 ms
[2022-04-21 10:24:17 main:581] : INFO : Epoch 2035 | loss: 0.0311312 | val_loss: 0.0311715 | Time: 2152.55 ms
[2022-04-21 10:24:19 main:581] : INFO : Epoch 2036 | loss: 0.0311346 | val_loss: 0.0311642 | Time: 2139.1 ms
[2022-04-21 10:24:21 main:581] : INFO : Epoch 2037 | loss: 0.0311319 | val_loss: 0.0311635 | Time: 2161.13 ms
[2022-04-21 10:24:23 main:581] : INFO : Epoch 2038 | loss: 0.031136 | val_loss: 0.031167 | Time: 2153.38 ms
[2022-04-21 10:24:25 main:581] : INFO : Epoch 2039 | loss: 0.0311357 | val_loss: 0.0311615 | Time: 2149.32 ms
[2022-04-21 10:24:27 main:581] : INFO : Epoch 2040 | loss: 0.0311313 | val_loss: 0.0311577 | Time: 2190.27 ms
[2022-04-21 10:24:30 main:581] : INFO : Epoch 2041 | loss: 0.0311298 | val_loss: 0.0311592 | Time: 2151.43 ms
[2022-04-21 10:24:32 main:581] : INFO : Epoch 2042 | loss: 0.0311283 | val_loss: 0.0311579 | Time: 2163.13 ms
[2022-04-21 10:24:34 main:581] : INFO : Epoch 2043 | loss: 0.031131 | val_loss: 0.0311589 | Time: 2161.06 ms
[2022-04-21 10:24:36 main:581] : INFO : Epoch 2044 | loss: 0.0311305 | val_loss: 0.0311593 | Time: 2144.22 ms
[2022-04-21 10:24:38 main:581] : INFO : Epoch 2045 | loss: 0.0311313 | val_loss: 0.0311698 | Time: 2181.63 ms
[2022-04-21 10:24:40 main:581] : INFO : Epoch 2046 | loss: 0.0311332 | val_loss: 0.0311674 | Time: 2161.75 ms
[2022-04-21 10:24:43 main:581] : INFO : Epoch 2047 | loss: 0.0311388 | val_loss: 0.0311667 | Time: 2129.72 ms
[2022-04-21 10:24:45 main:581] : INFO : Epoch 2048 | loss: 0.0311306 | val_loss: 0.0311711 | Time: 2146.64 ms
[2022-04-21 10:24:45 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311711
[2022-04-21 10:24:45 main:610] : INFO : Saving end state to config to file
[2022-04-21 10:24:45 main:615] : INFO : Success, exiting..
10:24:45 (1379245): 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)