Task 13725832
| Name | ParityModified-1647047252-12031-2-0_0 |
| Workunit | 10814746 |
| Created | 24 Mar 2022, 21:56:30 UTC |
| Sent | 31 Mar 2022, 3:39:15 UTC |
| Report deadline | 8 Apr 2022, 3:39:15 UTC |
| Received | 31 Mar 2022, 14:36:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19110 |
| Run time | 1 hours 12 min 46 sec |
| CPU time | 1 hours 4 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,553.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 09:17:51 main:574] : INFO : Epoch 1542 | loss: 0.0311797 | val_loss: 0.0311829 | Time: 2121.43 ms [2022-03-31 09:17:53 main:574] : INFO : Epoch 1543 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 2130.24 ms [2022-03-31 09:17:55 main:574] : INFO : Epoch 1544 | loss: 0.0311796 | val_loss: 0.0311806 | Time: 2125.4 ms [2022-03-31 09:17:57 main:574] : INFO : Epoch 1545 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 2118.15 ms [2022-03-31 09:17:59 main:574] : INFO : Epoch 1546 | loss: 0.03118 | val_loss: 0.0311797 | Time: 2095.8 ms [2022-03-31 09:18:02 main:574] : INFO : Epoch 1547 | loss: 0.0311791 | val_loss: 0.031179 | Time: 2154.27 ms [2022-03-31 09:18:04 main:574] : INFO : Epoch 1548 | loss: 0.0311792 | val_loss: 0.031181 | Time: 2082.24 ms [2022-03-31 09:18:06 main:574] : INFO : Epoch 1549 | loss: 0.0311796 | val_loss: 0.0311803 | Time: 2173.7 ms [2022-03-31 09:18:08 main:574] : INFO : Epoch 1550 | loss: 0.031179 | val_loss: 0.03118 | Time: 2143.45 ms [2022-03-31 09:18:10 main:574] : INFO : Epoch 1551 | loss: 0.0311791 | val_loss: 0.031179 | Time: 2118.54 ms [2022-03-31 09:18:12 main:574] : INFO : Epoch 1552 | loss: 0.031179 | val_loss: 0.0311795 | Time: 2119.29 ms [2022-03-31 09:18:14 main:574] : INFO : Epoch 1553 | loss: 0.0311788 | val_loss: 0.0311804 | Time: 2134.06 ms [2022-03-31 09:18:16 main:574] : INFO : Epoch 1554 | loss: 0.0311801 | val_loss: 0.031183 | Time: 2081 ms [2022-03-31 09:18:19 main:574] : INFO : Epoch 1555 | loss: 0.0311799 | val_loss: 0.0311803 | Time: 2124.89 ms [2022-03-31 09:18:21 main:574] : INFO : Epoch 1556 | loss: 0.0311803 | val_loss: 0.03118 | Time: 2155.14 ms [2022-03-31 09:18:23 main:574] : INFO : Epoch 1557 | loss: 0.0311801 | val_loss: 0.0311792 | Time: 2094 ms [2022-03-31 09:18:25 main:574] : INFO : Epoch 1558 | loss: 0.0311801 | val_loss: 0.0311821 | Time: 2074.23 ms [2022-03-31 09:18:27 main:574] : INFO : Epoch 1559 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 2111.22 ms [2022-03-31 09:18:29 main:574] : INFO : Epoch 1560 | loss: 0.0311804 | val_loss: 0.0311824 | Time: 2097.49 ms [2022-03-31 09:18:31 main:574] : INFO : Epoch 1561 | loss: 0.0311801 | val_loss: 0.0311815 | Time: 2137.13 ms [2022-03-31 09:18:33 main:574] : INFO : Epoch 1562 | loss: 0.03118 | val_loss: 0.0311816 | Time: 2094.11 ms [2022-03-31 09:18:36 main:574] : INFO : Epoch 1563 | loss: 0.0311793 | val_loss: 0.0311821 | Time: 2085.37 ms [2022-03-31 09:18:38 main:574] : INFO : Epoch 1564 | loss: 0.0311801 | val_loss: 0.0311827 | Time: 2115.73 ms [2022-03-31 09:18:40 main:574] : INFO : Epoch 1565 | loss: 0.0311787 | val_loss: 0.0311805 | Time: 2142.81 ms [2022-03-31 09:18:42 main:574] : INFO : Epoch 1566 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 2133.08 ms [2022-03-31 09:18:44 main:574] : INFO : Epoch 1567 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 2109.41 ms [2022-03-31 09:18:46 main:574] : INFO : Epoch 1568 | loss: 0.0311775 | val_loss: 0.0311848 | Time: 2102.08 ms [2022-03-31 09:18:48 main:574] : INFO : Epoch 1569 | loss: 0.0311821 | val_loss: 0.0311812 | Time: 2119.87 ms [2022-03-31 09:18:50 main:574] : INFO : Epoch 1570 | loss: 0.0311815 | val_loss: 0.0311869 | Time: 2113.17 ms [2022-03-31 09:18:53 main:574] : INFO : Epoch 1571 | loss: 0.0311771 | val_loss: 0.0311749 | Time: 2099.82 ms [2022-03-31 09:18:55 main:574] : INFO : Epoch 1572 | loss: 0.0311726 | val_loss: 0.0311724 | Time: 2089.8 ms [2022-03-31 09:18:57 main:574] : INFO : Epoch 1573 | loss: 0.0311716 | val_loss: 0.0311748 | Time: 2097.48 ms [2022-03-31 09:18:59 main:574] : INFO : Epoch 1574 | loss: 0.0311686 | val_loss: 0.0311714 | Time: 2112.58 ms [2022-03-31 09:19:01 main:574] : INFO : Epoch 1575 | loss: 0.0311675 | val_loss: 0.0311689 | Time: 2101.36 ms [2022-03-31 09:19:03 main:574] : INFO : Epoch 1576 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 2121.25 ms [2022-03-31 09:19:05 main:574] : INFO : Epoch 1577 | loss: 0.031164 | val_loss: 0.0311677 | Time: 2102.96 ms [2022-03-31 09:19:07 main:574] : INFO : Epoch 1578 | loss: 0.0311644 | val_loss: 0.0311647 | Time: 2131.96 ms [2022-03-31 09:19:10 main:574] : INFO : Epoch 1579 | loss: 0.0311638 | val_loss: 0.0311633 | Time: 2090.1 ms [2022-03-31 09:19:12 main:574] : INFO : Epoch 1580 | loss: 0.0311609 | val_loss: 0.0311642 | Time: 2104.25 ms [2022-03-31 09:19:14 main:574] : INFO : Epoch 1581 | loss: 0.0311619 | val_loss: 0.0311671 | Time: 2115.64 ms [2022-03-31 09:19:16 main:574] : INFO : Epoch 1582 | loss: 0.0311602 | val_loss: 0.0311637 | Time: 2123.51 ms [2022-03-31 09:19:18 main:574] : INFO : Epoch 1583 | loss: 0.0311604 | val_loss: 0.031166 | Time: 2133.6 ms [2022-03-31 09:19:20 main:574] : INFO : Epoch 1584 | loss: 0.031161 | val_loss: 0.031171 | Time: 2072.99 ms [2022-03-31 09:19:22 main:574] : INFO : Epoch 1585 | loss: 0.0311626 | val_loss: 0.0311661 | Time: 2134.79 ms [2022-03-31 09:19:24 main:574] : INFO : Epoch 1586 | loss: 0.0311597 | val_loss: 0.0311643 | Time: 2110.93 ms [2022-03-31 09:19:27 main:574] : INFO : Epoch 1587 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 2090.55 ms [2022-03-31 09:19:29 main:574] : INFO : Epoch 1588 | loss: 0.031164 | val_loss: 0.0311657 | Time: 2146.12 ms [2022-03-31 09:19:31 main:574] : INFO : Epoch 1589 | loss: 0.0311617 | val_loss: 0.0311644 | Time: 2092.93 ms [2022-03-31 09:19:33 main:574] : INFO : Epoch 1590 | loss: 0.0311617 | val_loss: 0.0311645 | Time: 2100.35 ms [2022-03-31 09:19:35 main:574] : INFO : Epoch 1591 | loss: 0.0311612 | val_loss: 0.0311619 | Time: 2145.75 ms [2022-03-31 09:19:37 main:574] : INFO : Epoch 1592 | loss: 0.0311584 | val_loss: 0.0311639 | Time: 2107.66 ms [2022-03-31 09:19:39 main:574] : INFO : Epoch 1593 | loss: 0.0311594 | val_loss: 0.0311654 | Time: 2093.7 ms [2022-03-31 09:19:41 main:574] : INFO : Epoch 1594 | loss: 0.0311606 | val_loss: 0.0311631 | Time: 2087.49 ms [2022-03-31 09:19:44 main:574] : INFO : Epoch 1595 | loss: 0.0311588 | val_loss: 0.031164 | Time: 2142.07 ms [2022-03-31 09:19:46 main:574] : INFO : Epoch 1596 | loss: 0.0311578 | val_loss: 0.0311643 | Time: 2143.83 ms [2022-03-31 09:19:48 main:574] : INFO : Epoch 1597 | loss: 0.0311566 | val_loss: 0.0311655 | Time: 2138.51 ms [2022-03-31 09:19:50 main:574] : INFO : Epoch 1598 | loss: 0.0311562 | val_loss: 0.0311669 | Time: 2127.37 ms [2022-03-31 09:19:52 main:574] : INFO : Epoch 1599 | loss: 0.0311575 | val_loss: 0.0311656 | Time: 2121.44 ms [2022-03-31 09:19:54 main:574] : INFO : Epoch 1600 | loss: 0.0311546 | val_loss: 0.0311659 | Time: 2055.95 ms [2022-03-31 09:19:56 main:574] : INFO : Epoch 1601 | loss: 0.0311566 | val_loss: 0.0311636 | Time: 2151.72 ms [2022-03-31 09:19:59 main:574] : INFO : Epoch 1602 | loss: 0.0311555 | val_loss: 0.031164 | Time: 2107.81 ms [2022-03-31 09:20:01 main:574] : INFO : Epoch 1603 | loss: 0.0311567 | val_loss: 0.0311632 | Time: 2155.17 ms [2022-03-31 09:20:03 main:574] : INFO : Epoch 1604 | loss: 0.0311604 | val_loss: 0.0311686 | Time: 2123.08 ms [2022-03-31 09:20:05 main:574] : INFO : Epoch 1605 | loss: 0.0311657 | val_loss: 0.0311667 | Time: 2102.6 ms [2022-03-31 09:20:07 main:574] : INFO : Epoch 1606 | loss: 0.0311642 | val_loss: 0.0311671 | Time: 2150.48 ms [2022-03-31 09:20:09 main:574] : INFO : Epoch 1607 | loss: 0.0311644 | val_loss: 0.0311638 | Time: 2139.31 ms [2022-03-31 09:20:11 main:574] : INFO : Epoch 1608 | loss: 0.0311626 | val_loss: 0.0311661 | Time: 2120.7 ms [2022-03-31 09:20:14 main:574] : INFO : Epoch 1609 | loss: 0.0311625 | val_loss: 0.0311658 | Time: 2123.09 ms [2022-03-31 09:20:16 main:574] : INFO : Epoch 1610 | loss: 0.0311613 | val_loss: 0.0311713 | Time: 2143.8 ms [2022-03-31 09:20:18 main:574] : INFO : Epoch 1611 | loss: 0.0311625 | val_loss: 0.0311645 | Time: 2140.28 ms [2022-03-31 09:20:20 main:574] : INFO : Epoch 1612 | loss: 0.0311626 | val_loss: 0.0311628 | Time: 2120.89 ms [2022-03-31 09:20:22 main:574] : INFO : Epoch 1613 | loss: 0.0311586 | val_loss: 0.0311624 | Time: 2052.15 ms [2022-03-31 09:20:24 main:574] : INFO : Epoch 1614 | loss: 0.0311608 | val_loss: 0.0311632 | Time: 2089.05 ms [2022-03-31 09:20:26 main:574] : INFO : Epoch 1615 | loss: 0.0311589 | val_loss: 0.0311642 | Time: 2125.93 ms [2022-03-31 09:20:28 main:574] : INFO : Epoch 1616 | loss: 0.0311578 | val_loss: 0.0311652 | Time: 2088.62 ms [2022-03-31 09:20:30 main:574] : INFO : Epoch 1617 | loss: 0.0311589 | val_loss: 0.0311629 | Time: 2082.48 ms [2022-03-31 09:20:33 main:574] : INFO : Epoch 1618 | loss: 0.0311579 | val_loss: 0.0311663 | Time: 2097.37 ms [2022-03-31 09:20:35 main:574] : INFO : Epoch 1619 | loss: 0.0311576 | val_loss: 0.0311612 | Time: 2122.04 ms [2022-03-31 09:20:37 main:574] : INFO : Epoch 1620 | loss: 0.0311563 | val_loss: 0.0311628 | Time: 2092.76 ms [2022-03-31 09:20:39 main:574] : INFO : Epoch 1621 | loss: 0.0311569 | val_loss: 0.0311615 | Time: 2171.51 ms [2022-03-31 09:20:41 main:574] : INFO : Epoch 1622 | loss: 0.0311536 | val_loss: 0.0311624 | Time: 2092.88 ms [2022-03-31 09:20:43 main:574] : INFO : Epoch 1623 | loss: 0.0311531 | val_loss: 0.0311618 | Time: 2064.78 ms [2022-03-31 09:20:45 main:574] : INFO : Epoch 1624 | loss: 0.0311518 | val_loss: 0.0311598 | Time: 2100.18 ms [2022-03-31 09:20:47 main:574] : INFO : Epoch 1625 | loss: 0.0311526 | val_loss: 0.0311619 | Time: 2113.43 ms [2022-03-31 09:20:50 main:574] : INFO : Epoch 1626 | loss: 0.0311518 | val_loss: 0.0311612 | Time: 2142.51 ms [2022-03-31 09:20:52 main:574] : INFO : Epoch 1627 | loss: 0.0311516 | val_loss: 0.031161 | Time: 2149.97 ms [2022-03-31 09:20:54 main:574] : INFO : Epoch 1628 | loss: 0.0311509 | val_loss: 0.0311619 | Time: 2129.95 ms [2022-03-31 09:20:56 main:574] : INFO : Epoch 1629 | loss: 0.0311522 | val_loss: 0.0311638 | Time: 2139.22 ms [2022-03-31 09:20:58 main:574] : INFO : Epoch 1630 | loss: 0.031154 | val_loss: 0.0311621 | Time: 2115.85 ms [2022-03-31 09:21:00 main:574] : INFO : Epoch 1631 | loss: 0.0311546 | val_loss: 0.0311665 | Time: 2121.78 ms [2022-03-31 09:21:02 main:574] : INFO : Epoch 1632 | loss: 0.031157 | val_loss: 0.0311637 | Time: 2133.11 ms [2022-03-31 09:21:05 main:574] : INFO : Epoch 1633 | loss: 0.0311571 | val_loss: 0.031161 | Time: 2139.11 ms [2022-03-31 09:21:07 main:574] : INFO : Epoch 1634 | loss: 0.0311545 | val_loss: 0.03116 | Time: 2153.36 ms [2022-03-31 09:21:09 main:574] : INFO : Epoch 1635 | loss: 0.0311536 | val_loss: 0.0311612 | Time: 2159.8 ms [2022-03-31 09:21:11 main:574] : INFO : Epoch 1636 | loss: 0.0311557 | val_loss: 0.0311607 | Time: 2112.47 ms [2022-03-31 09:21:13 main:574] : INFO : Epoch 1637 | loss: 0.0311546 | val_loss: 0.0311592 | Time: 2102.82 ms [2022-03-31 09:21:15 main:574] : INFO : Epoch 1638 | loss: 0.0311523 | val_loss: 0.0311584 | Time: 2060.56 ms [2022-03-31 09:21:17 main:574] : INFO : Epoch 1639 | loss: 0.0311582 | val_loss: 0.0311614 | Time: 2133.24 ms [2022-03-31 09:21:20 main:574] : INFO : Epoch 1640 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 2136.02 ms [2022-03-31 09:21:22 main:574] : INFO : Epoch 1641 | loss: 0.0311572 | val_loss: 0.0311616 | Time: 2110.88 ms [2022-03-31 09:21:24 main:574] : INFO : Epoch 1642 | loss: 0.0311549 | val_loss: 0.0311596 | Time: 2128.68 ms [2022-03-31 09:21:26 main:574] : INFO : Epoch 1643 | loss: 0.0311544 | val_loss: 0.0311617 | Time: 2085.23 ms [2022-03-31 09:21:28 main:574] : INFO : Epoch 1644 | loss: 0.0311535 | val_loss: 0.0311647 | Time: 2077.4 ms [2022-03-31 09:21:30 main:574] : INFO : Epoch 1645 | loss: 0.0311523 | val_loss: 0.0311611 | Time: 2111.25 ms [2022-03-31 09:21:32 main:574] : INFO : Epoch 1646 | loss: 0.0311532 | val_loss: 0.0311587 | Time: 2136.75 ms [2022-03-31 09:21:34 main:574] : INFO : Epoch 1647 | loss: 0.031151 | val_loss: 0.0311616 | Time: 2153.78 ms [2022-03-31 09:21:37 main:574] : INFO : Epoch 1648 | loss: 0.0311509 | val_loss: 0.0311639 | Time: 2129.06 ms [2022-03-31 09:21:39 main:574] : INFO : Epoch 1649 | loss: 0.0311513 | val_loss: 0.0311571 | Time: 2062.09 ms [2022-03-31 09:21:41 main:574] : INFO : Epoch 1650 | loss: 0.0311524 | val_loss: 0.0311586 | Time: 2079.22 ms [2022-03-31 09:21:43 main:574] : INFO : Epoch 1651 | loss: 0.0311545 | val_loss: 0.0311586 | Time: 2125.1 ms [2022-03-31 09:21:45 main:574] : INFO : Epoch 1652 | loss: 0.0311531 | val_loss: 0.0311565 | Time: 2104.68 ms [2022-03-31 09:21:47 main:574] : INFO : Epoch 1653 | loss: 0.0311507 | val_loss: 0.0311564 | Time: 2124.58 ms [2022-03-31 09:21:49 main:574] : INFO : Epoch 1654 | loss: 0.0311507 | val_loss: 0.0311584 | Time: 2116.63 ms [2022-03-31 09:21:51 main:574] : INFO : Epoch 1655 | loss: 0.0311528 | val_loss: 0.0311587 | Time: 2114.1 ms [2022-03-31 09:21:54 main:574] : INFO : Epoch 1656 | loss: 0.0311534 | val_loss: 0.0311605 | Time: 2103.74 ms [2022-03-31 09:21:56 main:574] : INFO : Epoch 1657 | loss: 0.0311517 | val_loss: 0.0311579 | Time: 2151.14 ms [2022-03-31 09:21:58 main:574] : INFO : Epoch 1658 | loss: 0.0311559 | val_loss: 0.03116 | Time: 2140.87 ms [2022-03-31 09:22:00 main:574] : INFO : Epoch 1659 | loss: 0.0311565 | val_loss: 0.0311651 | Time: 2129.84 ms [2022-03-31 09:22:02 main:574] : INFO : Epoch 1660 | loss: 0.0311593 | val_loss: 0.0311648 | Time: 2131.48 ms [2022-03-31 09:22:04 main:574] : INFO : Epoch 1661 | loss: 0.0311547 | val_loss: 0.0311616 | Time: 2122.75 ms [2022-03-31 09:22:06 main:574] : INFO : Epoch 1662 | loss: 0.0311538 | val_loss: 0.0311589 | Time: 2134.5 ms [2022-03-31 09:22:09 main:574] : INFO : Epoch 1663 | loss: 0.0311517 | val_loss: 0.0311556 | Time: 2136 ms [2022-03-31 09:22:11 main:574] : INFO : Epoch 1664 | loss: 0.0311537 | val_loss: 0.0311579 | Time: 2138.08 ms [2022-03-31 09:22:13 main:574] : INFO : Epoch 1665 | loss: 0.0311541 | val_loss: 0.0311601 | Time: 2126.99 ms [2022-03-31 09:22:15 main:574] : INFO : Epoch 1666 | loss: 0.031154 | val_loss: 0.0311617 | Time: 2149.51 ms [2022-03-31 09:22:17 main:574] : INFO : Epoch 1667 | loss: 0.0311538 | val_loss: 0.0311597 | Time: 2127.09 ms [2022-03-31 09:22:19 main:574] : INFO : Epoch 1668 | loss: 0.031155 | val_loss: 0.0311594 | Time: 2117.63 ms [2022-03-31 09:22:21 main:574] : INFO : Epoch 1669 | loss: 0.0311526 | val_loss: 0.0311585 | Time: 2155.64 ms [2022-03-31 09:22:24 main:574] : INFO : Epoch 1670 | loss: 0.0311531 | val_loss: 0.0311601 | Time: 2110.37 ms [2022-03-31 09:22:26 main:574] : INFO : Epoch 1671 | loss: 0.0311518 | val_loss: 0.0311646 | Time: 2143.71 ms [2022-03-31 09:22:28 main:574] : INFO : Epoch 1672 | loss: 0.031161 | val_loss: 0.0311652 | Time: 2106.36 ms [2022-03-31 09:22:30 main:574] : INFO : Epoch 1673 | loss: 0.0311589 | val_loss: 0.0311634 | Time: 2131.06 ms [2022-03-31 09:22:32 main:574] : INFO : Epoch 1674 | loss: 0.0311569 | val_loss: 0.0311602 | Time: 2116.55 ms [2022-03-31 09:22:34 main:574] : INFO : Epoch 1675 | loss: 0.0311562 | val_loss: 0.0311639 | Time: 2094.38 ms [2022-03-31 09:22:36 main:574] : INFO : Epoch 1676 | loss: 0.031158 | val_loss: 0.0311634 | Time: 2123.3 ms [2022-03-31 09:22:39 main:574] : INFO : Epoch 1677 | loss: 0.0311572 | val_loss: 0.031161 | Time: 2103.76 ms [2022-03-31 09:22:41 main:574] : INFO : Epoch 1678 | loss: 0.0311554 | val_loss: 0.0311605 | Time: 2120.53 ms [2022-03-31 09:22:43 main:574] : INFO : Epoch 1679 | loss: 0.0311542 | val_loss: 0.0311575 | Time: 2048.52 ms [2022-03-31 09:22:45 main:574] : INFO : Epoch 1680 | loss: 0.0311522 | val_loss: 0.0311583 | Time: 2118.87 ms [2022-03-31 09:22:47 main:574] : INFO : Epoch 1681 | loss: 0.0311582 | val_loss: 0.031164 | Time: 2108.32 ms [2022-03-31 09:22:49 main:574] : INFO : Epoch 1682 | loss: 0.0311592 | val_loss: 0.0311596 | Time: 2078.66 ms [2022-03-31 09:22:51 main:574] : INFO : Epoch 1683 | loss: 0.0311578 | val_loss: 0.0311644 | Time: 2111.43 ms [2022-03-31 09:22:53 main:574] : INFO : Epoch 1684 | loss: 0.0311574 | val_loss: 0.0311583 | Time: 2117.13 ms [2022-03-31 09:22:55 main:574] : INFO : Epoch 1685 | loss: 0.0311565 | val_loss: 0.0311631 | Time: 2128.77 ms [2022-03-31 09:22:58 main:574] : INFO : Epoch 1686 | loss: 0.0311547 | val_loss: 0.0311587 | Time: 2137.19 ms [2022-03-31 09:23:00 main:574] : INFO : Epoch 1687 | loss: 0.0311535 | val_loss: 0.0311574 | Time: 2136.62 ms [2022-03-31 09:23:02 main:574] : INFO : Epoch 1688 | loss: 0.0311569 | val_loss: 0.0311606 | Time: 2110.42 ms [2022-03-31 09:23:04 main:574] : INFO : Epoch 1689 | loss: 0.0311578 | val_loss: 0.0311561 | Time: 2091.38 ms [2022-03-31 09:23:06 main:574] : INFO : Epoch 1690 | loss: 0.0311537 | val_loss: 0.031154 | Time: 2103.49 ms [2022-03-31 09:23:08 main:574] : INFO : Epoch 1691 | loss: 0.0311526 | val_loss: 0.0311563 | Time: 2077.85 ms [2022-03-31 09:23:10 main:574] : INFO : Epoch 1692 | loss: 0.0311517 | val_loss: 0.031157 | Time: 2102.28 ms [2022-03-31 09:23:12 main:574] : INFO : Epoch 1693 | loss: 0.0311528 | val_loss: 0.0311551 | Time: 2168.45 ms [2022-03-31 09:23:15 main:574] : INFO : Epoch 1694 | loss: 0.0311547 | val_loss: 0.0311571 | Time: 2083.67 ms [2022-03-31 09:23:17 main:574] : INFO : Epoch 1695 | loss: 0.031153 | val_loss: 0.0311544 | Time: 2125.73 ms [2022-03-31 09:23:19 main:574] : INFO : Epoch 1696 | loss: 0.0311513 | val_loss: 0.031154 | Time: 2156.07 ms [2022-03-31 09:23:21 main:574] : INFO : Epoch 1697 | loss: 0.0311498 | val_loss: 0.0311535 | Time: 2164.09 ms [2022-03-31 09:23:23 main:574] : INFO : Epoch 1698 | loss: 0.0311501 | val_loss: 0.031156 | Time: 2180.23 ms [2022-03-31 09:23:25 main:574] : INFO : Epoch 1699 | loss: 0.0311498 | val_loss: 0.0311537 | Time: 2095 ms [2022-03-31 09:23:27 main:574] : INFO : Epoch 1700 | loss: 0.0311499 | val_loss: 0.0311554 | Time: 2080.74 ms [2022-03-31 09:23:30 main:574] : INFO : Epoch 1701 | loss: 0.0311496 | val_loss: 0.0311556 | Time: 2129.36 ms [2022-03-31 09:23:32 main:574] : INFO : Epoch 1702 | loss: 0.0311485 | val_loss: 0.0311529 | Time: 2113.07 ms [2022-03-31 09:23:34 main:574] : INFO : Epoch 1703 | loss: 0.0311488 | val_loss: 0.031153 | Time: 2115 ms [2022-03-31 09:23:36 main:574] : INFO : Epoch 1704 | loss: 0.0311477 | val_loss: 0.0311544 | Time: 2142.59 ms [2022-03-31 09:23:38 main:574] : INFO : Epoch 1705 | loss: 0.031149 | val_loss: 0.0311537 | Time: 2116.09 ms [2022-03-31 09:23:40 main:574] : INFO : Epoch 1706 | loss: 0.0311492 | val_loss: 0.0311632 | Time: 2094.12 ms [2022-03-31 09:23:42 main:574] : INFO : Epoch 1707 | loss: 0.0311519 | val_loss: 0.0311569 | Time: 2131.38 ms [2022-03-31 09:23:45 main:574] : INFO : Epoch 1708 | loss: 0.0311499 | val_loss: 0.0311558 | Time: 2131.37 ms [2022-03-31 09:23:47 main:574] : INFO : Epoch 1709 | loss: 0.0311475 | val_loss: 0.0311598 | Time: 2143.12 ms [2022-03-31 09:23:49 main:574] : INFO : Epoch 1710 | loss: 0.0311462 | val_loss: 0.0311534 | Time: 2120.45 ms [2022-03-31 09:23:51 main:574] : INFO : Epoch 1711 | loss: 0.0311464 | val_loss: 0.0311556 | Time: 2130.08 ms [2022-03-31 09:23:53 main:574] : INFO : Epoch 1712 | loss: 0.0311487 | val_loss: 0.0311545 | Time: 2126.62 ms [2022-03-31 09:23:55 main:574] : INFO : Epoch 1713 | loss: 0.0311471 | val_loss: 0.0311545 | Time: 2115.63 ms [2022-03-31 09:23:57 main:574] : INFO : Epoch 1714 | loss: 0.0311462 | val_loss: 0.0311539 | Time: 2116.35 ms [2022-03-31 09:24:00 main:574] : INFO : Epoch 1715 | loss: 0.031146 | val_loss: 0.0311524 | Time: 2159.88 ms [2022-03-31 09:24:02 main:574] : INFO : Epoch 1716 | loss: 0.0311454 | val_loss: 0.0311553 | Time: 2100.16 ms [2022-03-31 09:24:04 main:574] : INFO : Epoch 1717 | loss: 0.0311472 | val_loss: 0.0311538 | Time: 2078.62 ms [2022-03-31 09:24:06 main:574] : INFO : Epoch 1718 | loss: 0.0311467 | val_loss: 0.0311531 | Time: 2096.61 ms [2022-03-31 09:24:08 main:574] : INFO : Epoch 1719 | loss: 0.0311475 | val_loss: 0.0311534 | Time: 2096.82 ms [2022-03-31 09:24:10 main:574] : INFO : Epoch 1720 | loss: 0.0311461 | val_loss: 0.0311531 | Time: 2145.92 ms [2022-03-31 09:24:12 main:574] : INFO : Epoch 1721 | loss: 0.0311447 | val_loss: 0.0311557 | Time: 2102.26 ms [2022-03-31 09:24:14 main:574] : INFO : Epoch 1722 | loss: 0.0311466 | val_loss: 0.0311555 | Time: 2169.63 ms [2022-03-31 09:24:17 main:574] : INFO : Epoch 1723 | loss: 0.0311487 | val_loss: 0.0311553 | Time: 2127.95 ms [2022-03-31 09:24:19 main:574] : INFO : Epoch 1724 | loss: 0.0311476 | val_loss: 0.031162 | Time: 2119.2 ms [2022-03-31 09:24:21 main:574] : INFO : Epoch 1725 | loss: 0.0311476 | val_loss: 0.0311563 | Time: 2136.96 ms [2022-03-31 09:24:23 main:574] : INFO : Epoch 1726 | loss: 0.0311495 | val_loss: 0.0311564 | Time: 2133.71 ms [2022-03-31 09:24:25 main:574] : INFO : Epoch 1727 | loss: 0.0311464 | val_loss: 0.0311536 | Time: 2114.81 ms [2022-03-31 09:24:27 main:574] : INFO : Epoch 1728 | loss: 0.031145 | val_loss: 0.0311546 | Time: 2118.8 ms [2022-03-31 09:24:29 main:574] : INFO : Epoch 1729 | loss: 0.0311448 | val_loss: 0.0311568 | Time: 2104.84 ms [2022-03-31 09:24:31 main:574] : INFO : Epoch 1730 | loss: 0.0311472 | val_loss: 0.0311552 | Time: 2113.51 ms [2022-03-31 09:24:34 main:574] : INFO : Epoch 1731 | loss: 0.0311459 | val_loss: 0.0311546 | Time: 2104.12 ms [2022-03-31 09:24:36 main:574] : INFO : Epoch 1732 | loss: 0.0311453 | val_loss: 0.0311581 | Time: 2120.98 ms [2022-03-31 09:24:38 main:574] : INFO : Epoch 1733 | loss: 0.0311436 | val_loss: 0.0311548 | Time: 2165.22 ms [2022-03-31 09:24:40 main:574] : INFO : Epoch 1734 | loss: 0.0311441 | val_loss: 0.0311548 | Time: 2074.86 ms [2022-03-31 09:24:42 main:574] : INFO : Epoch 1735 | loss: 0.0311473 | val_loss: 0.0311579 | Time: 2104.53 ms [2022-03-31 09:24:44 main:574] : INFO : Epoch 1736 | loss: 0.0311519 | val_loss: 0.0311606 | Time: 2137.76 ms [2022-03-31 09:24:46 main:574] : INFO : Epoch 1737 | loss: 0.0311503 | val_loss: 0.0311581 | Time: 2135.75 ms [2022-03-31 09:24:49 main:574] : INFO : Epoch 1738 | loss: 0.0311461 | val_loss: 0.0311554 | Time: 2098.76 ms [2022-03-31 09:24:51 main:574] : INFO : Epoch 1739 | loss: 0.0311462 | val_loss: 0.0311542 | Time: 2127.59 ms [2022-03-31 09:24:53 main:574] : INFO : Epoch 1740 | loss: 0.0311458 | val_loss: 0.0311565 | Time: 2127.17 ms [2022-03-31 09:24:55 main:574] : INFO : Epoch 1741 | loss: 0.0311451 | val_loss: 0.0311551 | Time: 2140.7 ms [2022-03-31 09:24:57 main:574] : INFO : Epoch 1742 | loss: 0.0311453 | val_loss: 0.0311542 | Time: 2097.12 ms [2022-03-31 09:24:59 main:574] : INFO : Epoch 1743 | loss: 0.0311441 | val_loss: 0.0311564 | Time: 2134.98 ms [2022-03-31 09:25:01 main:574] : INFO : Epoch 1744 | loss: 0.0311462 | val_loss: 0.0311564 | Time: 2099.28 ms [2022-03-31 09:25:03 main:574] : INFO : Epoch 1745 | loss: 0.0311421 | val_loss: 0.031155 | Time: 2060.96 ms [2022-03-31 09:25:06 main:574] : INFO : Epoch 1746 | loss: 0.0311424 | val_loss: 0.0311561 | Time: 2157.23 ms [2022-03-31 09:25:08 main:574] : INFO : Epoch 1747 | loss: 0.0311421 | val_loss: 0.031159 | Time: 2108.86 ms [2022-03-31 09:25:10 main:574] : INFO : Epoch 1748 | loss: 0.0311408 | val_loss: 0.0311532 | Time: 2090.25 ms [2022-03-31 09:25:12 main:574] : INFO : Epoch 1749 | loss: 0.0311399 | val_loss: 0.031154 | Time: 2126.03 ms [2022-03-31 09:25:14 main:574] : INFO : Epoch 1750 | loss: 0.0311395 | val_loss: 0.0311583 | Time: 2128.85 ms [2022-03-31 09:25:16 main:574] : INFO : Epoch 1751 | loss: 0.0311411 | val_loss: 0.0311502 | Time: 2086.76 ms [2022-03-31 09:25:18 main:574] : INFO : Epoch 1752 | loss: 0.0311396 | val_loss: 0.0311492 | Time: 2135.97 ms [2022-03-31 09:25:20 main:574] : INFO : Epoch 1753 | loss: 0.0311402 | val_loss: 0.0311561 | Time: 2108.79 ms [2022-03-31 09:25:23 main:574] : INFO : Epoch 1754 | loss: 0.0311392 | val_loss: 0.0311516 | Time: 2115.1 ms [2022-03-31 09:25:25 main:574] : INFO : Epoch 1755 | loss: 0.0311389 | val_loss: 0.0311517 | Time: 2207.76 ms [2022-03-31 09:25:27 main:574] : INFO : Epoch 1756 | loss: 0.0311379 | val_loss: 0.0311507 | Time: 2086.3 ms [2022-03-31 09:25:29 main:574] : INFO : Epoch 1757 | loss: 0.0311391 | val_loss: 0.0311557 | Time: 2098.01 ms [2022-03-31 09:25:31 main:574] : INFO : Epoch 1758 | loss: 0.0311403 | val_loss: 0.031152 | Time: 2074.45 ms [2022-03-31 09:25:33 main:574] : INFO : Epoch 1759 | loss: 0.0311392 | val_loss: 0.0311522 | Time: 2121.61 ms [2022-03-31 09:25:35 main:574] : INFO : Epoch 1760 | loss: 0.0311383 | val_loss: 0.031152 | Time: 2120.27 ms [2022-03-31 09:25:38 main:574] : INFO : Epoch 1761 | loss: 0.0311402 | val_loss: 0.0311508 | Time: 2114.62 ms [2022-03-31 09:25:40 main:574] : INFO : Epoch 1762 | loss: 0.031137 | val_loss: 0.0311498 | Time: 2121.83 ms [2022-03-31 09:25:42 main:574] : INFO : Epoch 1763 | loss: 0.0311371 | val_loss: 0.0311529 | Time: 2147.75 ms [2022-03-31 09:25:44 main:574] : INFO : Epoch 1764 | loss: 0.0311371 | val_loss: 0.0311538 | Time: 2127.22 ms [2022-03-31 09:25:46 main:574] : INFO : Epoch 1765 | loss: 0.0311353 | val_loss: 0.0311533 | Time: 2105.3 ms [2022-03-31 09:25:48 main:574] : INFO : Epoch 1766 | loss: 0.031136 | val_loss: 0.0311519 | Time: 2094.85 ms [2022-03-31 09:25:50 main:574] : INFO : Epoch 1767 | loss: 0.0311352 | val_loss: 0.0311522 | Time: 2118.32 ms [2022-03-31 09:25:52 main:574] : INFO : Epoch 1768 | loss: 0.0311357 | val_loss: 0.0311508 | Time: 2159.49 ms [2022-03-31 09:25:55 main:574] : INFO : Epoch 1769 | loss: 0.0311358 | val_loss: 0.0311492 | Time: 2125.02 ms [2022-03-31 09:25:57 main:574] : INFO : Epoch 1770 | loss: 0.0311382 | val_loss: 0.0311601 | Time: 2084.69 ms [2022-03-31 09:25:59 main:574] : INFO : Epoch 1771 | loss: 0.031143 | val_loss: 0.0311549 | Time: 2130.93 ms [2022-03-31 09:26:01 main:574] : INFO : Epoch 1772 | loss: 0.0311387 | val_loss: 0.0311545 | Time: 2135.06 ms [2022-03-31 09:26:03 main:574] : INFO : Epoch 1773 | loss: 0.0311389 | val_loss: 0.0311542 | Time: 2114.46 ms [2022-03-31 09:26:05 main:574] : INFO : Epoch 1774 | loss: 0.0311393 | val_loss: 0.0311566 | Time: 2088.08 ms [2022-03-31 09:26:07 main:574] : INFO : Epoch 1775 | loss: 0.0311385 | val_loss: 0.0311545 | Time: 2101.33 ms [2022-03-31 09:26:09 main:574] : INFO : Epoch 1776 | loss: 0.0311414 | val_loss: 0.0311554 | Time: 2098.61 ms [2022-03-31 09:26:12 main:574] : INFO : Epoch 1777 | loss: 0.0311411 | val_loss: 0.0311571 | Time: 2094.87 ms [2022-03-31 09:26:14 main:574] : INFO : Epoch 1778 | loss: 0.0311496 | val_loss: 0.0311618 | Time: 2109.12 ms [2022-03-31 09:26:16 main:574] : INFO : Epoch 1779 | loss: 0.0311488 | val_loss: 0.0311581 | Time: 2076.56 ms [2022-03-31 09:26:18 main:574] : INFO : Epoch 1780 | loss: 0.0311442 | val_loss: 0.0311585 | Time: 2136.94 ms [2022-03-31 09:26:20 main:574] : INFO : Epoch 1781 | loss: 0.0311437 | val_loss: 0.0311564 | Time: 2084.25 ms [2022-03-31 09:26:22 main:574] : INFO : Epoch 1782 | loss: 0.0311394 | val_loss: 0.031155 | Time: 2144.63 ms [2022-03-31 09:26:24 main:574] : INFO : Epoch 1783 | loss: 0.0311397 | val_loss: 0.0311592 | Time: 2143.99 ms [2022-03-31 09:26:26 main:574] : INFO : Epoch 1784 | loss: 0.0311421 | val_loss: 0.0311564 | Time: 2088.69 ms [2022-03-31 09:26:29 main:574] : INFO : Epoch 1785 | loss: 0.0311415 | val_loss: 0.0311563 | Time: 2115.85 ms [2022-03-31 09:26:31 main:574] : INFO : Epoch 1786 | loss: 0.0311414 | val_loss: 0.0311532 | Time: 2086.09 ms [2022-03-31 09:26:33 main:574] : INFO : Epoch 1787 | loss: 0.0311407 | val_loss: 0.0311555 | Time: 2152.08 ms [2022-03-31 09:26:35 main:574] : INFO : Epoch 1788 | loss: 0.0311406 | val_loss: 0.0311547 | Time: 2127.59 ms [2022-03-31 09:26:37 main:574] : INFO : Epoch 1789 | loss: 0.0311442 | val_loss: 0.0311585 | Time: 2114.27 ms [2022-03-31 09:26:39 main:574] : INFO : Epoch 1790 | loss: 0.0311433 | val_loss: 0.0311585 | Time: 2121.97 ms [2022-03-31 09:26:41 main:574] : INFO : Epoch 1791 | loss: 0.0311427 | val_loss: 0.0311544 | Time: 2136.07 ms [2022-03-31 09:26:44 main:574] : INFO : Epoch 1792 | loss: 0.0311409 | val_loss: 0.0311536 | Time: 2148.66 ms [2022-03-31 09:26:46 main:574] : INFO : Epoch 1793 | loss: 0.0311417 | val_loss: 0.0311515 | Time: 2110.24 ms [2022-03-31 09:26:48 main:574] : INFO : Epoch 1794 | loss: 0.0311393 | val_loss: 0.031153 | Time: 2124.12 ms [2022-03-31 09:26:50 main:574] : INFO : Epoch 1795 | loss: 0.0311393 | val_loss: 0.0311522 | Time: 2136.53 ms [2022-03-31 09:26:52 main:574] : INFO : Epoch 1796 | loss: 0.0311385 | val_loss: 0.0311515 | Time: 2126.74 ms [2022-03-31 09:26:54 main:574] : INFO : Epoch 1797 | loss: 0.0311391 | val_loss: 0.031153 | Time: 2135.97 ms [2022-03-31 09:26:56 main:574] : INFO : Epoch 1798 | loss: 0.0311361 | val_loss: 0.0311532 | Time: 2152.13 ms [2022-03-31 09:26:59 main:574] : INFO : Epoch 1799 | loss: 0.0311369 | val_loss: 0.0311489 | Time: 2106.8 ms [2022-03-31 09:27:01 main:574] : INFO : Epoch 1800 | loss: 0.0311345 | val_loss: 0.031154 | Time: 2090.62 ms [2022-03-31 09:27:03 main:574] : INFO : Epoch 1801 | loss: 0.0311368 | val_loss: 0.0311516 | Time: 2129.5 ms [2022-03-31 09:27:05 main:574] : INFO : Epoch 1802 | loss: 0.0311343 | val_loss: 0.0311503 | Time: 2146.75 ms [2022-03-31 09:27:07 main:574] : INFO : Epoch 1803 | loss: 0.0311323 | val_loss: 0.0311506 | Time: 2137.79 ms [2022-03-31 09:27:09 main:574] : INFO : Epoch 1804 | loss: 0.0311338 | val_loss: 0.0311496 | Time: 2135.23 ms [2022-03-31 09:27:11 main:574] : INFO : Epoch 1805 | loss: 0.0311382 | val_loss: 0.031152 | Time: 2086.67 ms [2022-03-31 09:27:13 main:574] : INFO : Epoch 1806 | loss: 0.0311386 | val_loss: 0.0311523 | Time: 2071.76 ms [2022-03-31 09:27:16 main:574] : INFO : Epoch 1807 | loss: 0.0311364 | val_loss: 0.0311493 | Time: 2088.74 ms [2022-03-31 09:27:18 main:574] : INFO : Epoch 1808 | loss: 0.0311347 | val_loss: 0.0311507 | Time: 2109.95 ms [2022-03-31 09:27:20 main:574] : INFO : Epoch 1809 | loss: 0.0311355 | val_loss: 0.0311595 | Time: 2114.42 ms [2022-03-31 09:27:22 main:574] : INFO : Epoch 1810 | loss: 0.0311371 | val_loss: 0.0311503 | Time: 2121.05 ms [2022-03-31 09:27:24 main:574] : INFO : Epoch 1811 | loss: 0.0311329 | val_loss: 0.0311505 | Time: 2129.82 ms [2022-03-31 09:27:26 main:574] : INFO : Epoch 1812 | loss: 0.0311335 | val_loss: 0.0311516 | Time: 2098.33 ms [2022-03-31 09:27:28 main:574] : INFO : Epoch 1813 | loss: 0.0311333 | val_loss: 0.0311514 | Time: 2114.81 ms [2022-03-31 09:27:30 main:574] : INFO : Epoch 1814 | loss: 0.0311318 | val_loss: 0.0311492 | Time: 2123.88 ms [2022-03-31 09:27:33 main:574] : INFO : Epoch 1815 | loss: 0.0311317 | val_loss: 0.0311573 | Time: 2132.32 ms [2022-03-31 09:27:35 main:574] : INFO : Epoch 1816 | loss: 0.0311327 | val_loss: 0.0311513 | Time: 2149.73 ms [2022-03-31 09:27:37 main:574] : INFO : Epoch 1817 | loss: 0.0311313 | val_loss: 0.0311562 | Time: 2060.05 ms [2022-03-31 09:27:39 main:574] : INFO : Epoch 1818 | loss: 0.0311305 | val_loss: 0.0311513 | Time: 2117.21 ms [2022-03-31 09:27:41 main:574] : INFO : Epoch 1819 | loss: 0.0311309 | val_loss: 0.0311504 | Time: 2127.85 ms [2022-03-31 09:27:43 main:574] : INFO : Epoch 1820 | loss: 0.0311353 | val_loss: 0.0311587 | Time: 2100.4 ms [2022-03-31 09:27:45 main:574] : INFO : Epoch 1821 | loss: 0.0311457 | val_loss: 0.0311614 | Time: 2143.7 ms [2022-03-31 09:27:48 main:574] : INFO : Epoch 1822 | loss: 0.0311388 | val_loss: 0.0311514 | Time: 2106.95 ms [2022-03-31 09:27:50 main:574] : INFO : Epoch 1823 | loss: 0.031137 | val_loss: 0.0311562 | Time: 2079.77 ms [2022-03-31 09:27:52 main:574] : INFO : Epoch 1824 | loss: 0.0311378 | val_loss: 0.031151 | Time: 2139.65 ms [2022-03-31 09:27:54 main:574] : INFO : Epoch 1825 | loss: 0.031133 | val_loss: 0.0311484 | Time: 2143.76 ms [2022-03-31 09:27:56 main:574] : INFO : Epoch 1826 | loss: 0.0311313 | val_loss: 0.0311482 | Time: 2132.17 ms [2022-03-31 09:27:58 main:574] : INFO : Epoch 1827 | loss: 0.0311337 | val_loss: 0.0311512 | Time: 2116.56 ms [2022-03-31 09:28:00 main:574] : INFO : Epoch 1828 | loss: 0.0311323 | val_loss: 0.0311564 | Time: 2111.94 ms [2022-03-31 09:28:02 main:574] : INFO : Epoch 1829 | loss: 0.0311364 | val_loss: 0.0311558 | Time: 2083.05 ms [2022-03-31 09:28:05 main:574] : INFO : Epoch 1830 | loss: 0.0311369 | val_loss: 0.0311569 | Time: 2156.8 ms [2022-03-31 09:28:07 main:574] : INFO : Epoch 1831 | loss: 0.031136 | val_loss: 0.0311516 | Time: 2079.23 ms [2022-03-31 09:28:09 main:574] : INFO : Epoch 1832 | loss: 0.0311344 | val_loss: 0.0311571 | Time: 2078.42 ms [2022-03-31 09:28:11 main:574] : INFO : Epoch 1833 | loss: 0.0311348 | val_loss: 0.0311701 | Time: 2106.29 ms [2022-03-31 09:28:13 main:574] : INFO : Epoch 1834 | loss: 0.0311389 | val_loss: 0.0311512 | Time: 2076.43 ms [2022-03-31 09:28:15 main:574] : INFO : Epoch 1835 | loss: 0.0311369 | val_loss: 0.0311526 | Time: 2122.03 ms [2022-03-31 09:28:17 main:574] : INFO : Epoch 1836 | loss: 0.0311327 | val_loss: 0.0311535 | Time: 2118.57 ms [2022-03-31 09:28:19 main:574] : INFO : Epoch 1837 | loss: 0.0311304 | val_loss: 0.0311504 | Time: 2112.33 ms [2022-03-31 09:28:22 main:574] : INFO : Epoch 1838 | loss: 0.0311302 | val_loss: 0.0311589 | Time: 2126.56 ms [2022-03-31 09:28:24 main:574] : INFO : Epoch 1839 | loss: 0.0311308 | val_loss: 0.0311518 | Time: 2094.5 ms [2022-03-31 09:28:26 main:574] : INFO : Epoch 1840 | loss: 0.0311312 | val_loss: 0.0311517 | Time: 2123.37 ms [2022-03-31 09:28:28 main:574] : INFO : Epoch 1841 | loss: 0.0311318 | val_loss: 0.0311499 | Time: 2160.97 ms [2022-03-31 09:28:30 main:574] : INFO : Epoch 1842 | loss: 0.0311298 | val_loss: 0.0311516 | Time: 2153.13 ms [2022-03-31 09:28:32 main:574] : INFO : Epoch 1843 | loss: 0.0311296 | val_loss: 0.031152 | Time: 2149.74 ms [2022-03-31 09:28:34 main:574] : INFO : Epoch 1844 | loss: 0.0311293 | val_loss: 0.0311865 | Time: 2108.72 ms [2022-03-31 09:28:37 main:574] : INFO : Epoch 1845 | loss: 0.0311492 | val_loss: 0.0311613 | Time: 2149.82 ms [2022-03-31 09:28:39 main:574] : INFO : Epoch 1846 | loss: 0.0311546 | val_loss: 0.0311712 | Time: 2138.51 ms [2022-03-31 09:28:41 main:574] : INFO : Epoch 1847 | loss: 0.0311506 | val_loss: 0.0311542 | Time: 2129.7 ms [2022-03-31 09:28:43 main:574] : INFO : Epoch 1848 | loss: 0.0311468 | val_loss: 0.0311539 | Time: 2090.06 ms [2022-03-31 09:28:45 main:574] : INFO : Epoch 1849 | loss: 0.0311436 | val_loss: 0.031153 | Time: 2096.52 ms [2022-03-31 09:28:47 main:574] : INFO : Epoch 1850 | loss: 0.0311431 | val_loss: 0.0311538 | Time: 2087.84 ms [2022-03-31 09:28:49 main:574] : INFO : Epoch 1851 | loss: 0.0311428 | val_loss: 0.0311545 | Time: 2126.15 ms [2022-03-31 09:28:51 main:574] : INFO : Epoch 1852 | loss: 0.0311402 | val_loss: 0.0311553 | Time: 2142.35 ms [2022-03-31 09:28:54 main:574] : INFO : Epoch 1853 | loss: 0.0311402 | val_loss: 0.0311543 | Time: 2123.85 ms [2022-03-31 09:28:56 main:574] : INFO : Epoch 1854 | loss: 0.0311399 | val_loss: 0.0311512 | Time: 2105.72 ms [2022-03-31 09:28:58 main:574] : INFO : Epoch 1855 | loss: 0.0311406 | val_loss: 0.0311511 | Time: 2134.71 ms [2022-03-31 09:29:00 main:574] : INFO : Epoch 1856 | loss: 0.0311397 | val_loss: 0.0311528 | Time: 2065.99 ms [2022-03-31 09:29:02 main:574] : INFO : Epoch 1857 | loss: 0.0311435 | val_loss: 0.0311593 | Time: 2126.9 ms [2022-03-31 09:29:04 main:574] : INFO : Epoch 1858 | loss: 0.0311407 | val_loss: 0.0311485 | Time: 2111.89 ms [2022-03-31 09:29:06 main:574] : INFO : Epoch 1859 | loss: 0.0311398 | val_loss: 0.0311519 | Time: 2156.32 ms [2022-03-31 09:29:09 main:574] : INFO : Epoch 1860 | loss: 0.0311391 | val_loss: 0.0311517 | Time: 2132.15 ms [2022-03-31 09:29:11 main:574] : INFO : Epoch 1861 | loss: 0.0311375 | val_loss: 0.0311504 | Time: 2122.51 ms [2022-03-31 09:29:13 main:574] : INFO : Epoch 1862 | loss: 0.0311366 | val_loss: 0.0311505 | Time: 2115.57 ms [2022-03-31 09:29:15 main:574] : INFO : Epoch 1863 | loss: 0.0311362 | val_loss: 0.0311547 | Time: 2156.01 ms [2022-03-31 09:29:17 main:574] : INFO : Epoch 1864 | loss: 0.0311369 | val_loss: 0.0311559 | Time: 2132.22 ms [2022-03-31 09:29:19 main:574] : INFO : Epoch 1865 | loss: 0.0311364 | val_loss: 0.0311534 | Time: 2105.5 ms [2022-03-31 09:29:21 main:574] : INFO : Epoch 1866 | loss: 0.0311393 | val_loss: 0.0311556 | Time: 2154.75 ms [2022-03-31 09:29:24 main:574] : INFO : Epoch 1867 | loss: 0.0311398 | val_loss: 0.0311536 | Time: 2137.21 ms [2022-03-31 09:29:26 main:574] : INFO : Epoch 1868 | loss: 0.031141 | val_loss: 0.0311581 | Time: 2107.97 ms [2022-03-31 09:29:28 main:574] : INFO : Epoch 1869 | loss: 0.0311397 | val_loss: 0.031154 | Time: 2086.8 ms [2022-03-31 09:29:30 main:574] : INFO : Epoch 1870 | loss: 0.031139 | val_loss: 0.031153 | Time: 2126.36 ms [2022-03-31 09:29:32 main:574] : INFO : Epoch 1871 | loss: 0.031137 | val_loss: 0.0311535 | Time: 2148.06 ms [2022-03-31 09:29:34 main:574] : INFO : Epoch 1872 | loss: 0.0311376 | val_loss: 0.0311547 | Time: 2112.94 ms [2022-03-31 09:29:36 main:574] : INFO : Epoch 1873 | loss: 0.0311411 | val_loss: 0.0311635 | Time: 2112.61 ms [2022-03-31 09:29:38 main:574] : INFO : Epoch 1874 | loss: 0.0311391 | val_loss: 0.0311532 | Time: 2151.65 ms [2022-03-31 09:29:41 main:574] : INFO : Epoch 1875 | loss: 0.0311373 | val_loss: 0.031159 | Time: 2122.57 ms [2022-03-31 09:29:43 main:574] : INFO : Epoch 1876 | loss: 0.0311361 | val_loss: 0.0311545 | Time: 2155.27 ms [2022-03-31 09:29:45 main:574] : INFO : Epoch 1877 | loss: 0.031132 | val_loss: 0.031155 | Time: 2101.95 ms [2022-03-31 09:29:47 main:574] : INFO : Epoch 1878 | loss: 0.0311305 | val_loss: 0.0311538 | Time: 2120.2 ms [2022-03-31 09:29:49 main:574] : INFO : Epoch 1879 | loss: 0.0311292 | val_loss: 0.0311525 | Time: 2148.33 ms [2022-03-31 09:29:51 main:574] : INFO : Epoch 1880 | loss: 0.0311293 | val_loss: 0.0311539 | Time: 2160.93 ms [2022-03-31 09:29:53 main:574] : INFO : Epoch 1881 | loss: 0.0311279 | val_loss: 0.0311511 | Time: 2096.1 ms [2022-03-31 09:29:56 main:574] : INFO : Epoch 1882 | loss: 0.031127 | val_loss: 0.0311521 | Time: 2120.26 ms [2022-03-31 09:29:58 main:574] : INFO : Epoch 1883 | loss: 0.0311288 | val_loss: 0.0311549 | Time: 2126.83 ms [2022-03-31 09:30:00 main:574] : INFO : Epoch 1884 | loss: 0.0311352 | val_loss: 0.0311508 | Time: 2109.24 ms [2022-03-31 09:30:02 main:574] : INFO : Epoch 1885 | loss: 0.0311358 | val_loss: 0.0311532 | Time: 2115.67 ms [2022-03-31 09:30:04 main:574] : INFO : Epoch 1886 | loss: 0.0311373 | val_loss: 0.0311503 | Time: 2073.42 ms [2022-03-31 09:30:06 main:574] : INFO : Epoch 1887 | loss: 0.0311365 | val_loss: 0.0311558 | Time: 2093.48 ms [2022-03-31 09:30:08 main:574] : INFO : Epoch 1888 | loss: 0.0311378 | val_loss: 0.0311526 | Time: 2134.69 ms [2022-03-31 09:30:10 main:574] : INFO : Epoch 1889 | loss: 0.031132 | val_loss: 0.0311523 | Time: 2111.35 ms [2022-03-31 09:30:13 main:574] : INFO : Epoch 1890 | loss: 0.0311309 | val_loss: 0.0311512 | Time: 2126.39 ms [2022-03-31 09:30:15 main:574] : INFO : Epoch 1891 | loss: 0.0311286 | val_loss: 0.0311537 | Time: 2137.15 ms [2022-03-31 09:30:17 main:574] : INFO : Epoch 1892 | loss: 0.0311284 | val_loss: 0.0311541 | Time: 2127.34 ms [2022-03-31 09:30:19 main:574] : INFO : Epoch 1893 | loss: 0.0311321 | val_loss: 0.0311534 | Time: 2139.45 ms [2022-03-31 09:30:21 main:574] : INFO : Epoch 1894 | loss: 0.0311366 | val_loss: 0.0311588 | Time: 2125.57 ms [2022-03-31 09:30:23 main:574] : INFO : Epoch 1895 | loss: 0.0311366 | val_loss: 0.0311591 | Time: 2120.23 ms [2022-03-31 09:30:25 main:574] : INFO : Epoch 1896 | loss: 0.0311309 | val_loss: 0.0311548 | Time: 2086.79 ms [2022-03-31 09:30:28 main:574] : INFO : Epoch 1897 | loss: 0.0311316 | val_loss: 0.0311571 | Time: 2114.94 ms [2022-03-31 09:30:30 main:574] : INFO : Epoch 1898 | loss: 0.0311301 | val_loss: 0.0311532 | Time: 2101.29 ms [2022-03-31 09:30:32 main:574] : INFO : Epoch 1899 | loss: 0.0311276 | val_loss: 0.0311555 | Time: 2055.48 ms [2022-03-31 09:30:34 main:574] : INFO : Epoch 1900 | loss: 0.0311281 | val_loss: 0.0311548 | Time: 2136.91 ms [2022-03-31 09:30:36 main:574] : INFO : Epoch 1901 | loss: 0.0311289 | val_loss: 0.0311563 | Time: 2150.73 ms [2022-03-31 09:30:38 main:574] : INFO : Epoch 1902 | loss: 0.0311328 | val_loss: 0.0311651 | Time: 2129.29 ms [2022-03-31 09:30:40 main:574] : INFO : Epoch 1903 | loss: 0.031132 | val_loss: 0.0311539 | Time: 2126.68 ms [2022-03-31 09:30:43 main:574] : INFO : Epoch 1904 | loss: 0.0311285 | val_loss: 0.0311562 | Time: 2142.34 ms [2022-03-31 09:30:45 main:574] : INFO : Epoch 1905 | loss: 0.03113 | val_loss: 0.031152 | Time: 2128.5 ms [2022-03-31 09:30:47 main:574] : INFO : Epoch 1906 | loss: 0.0311297 | val_loss: 0.0311563 | Time: 2139.08 ms [2022-03-31 09:30:49 main:574] : INFO : Epoch 1907 | loss: 0.0311319 | val_loss: 0.0311589 | Time: 2087.95 ms [2022-03-31 09:30:51 main:574] : INFO : Epoch 1908 | loss: 0.031131 | val_loss: 0.0311554 | Time: 2091.9 ms [2022-03-31 09:30:53 main:574] : INFO : Epoch 1909 | loss: 0.0311311 | val_loss: 0.0311548 | Time: 2143.4 ms [2022-03-31 09:30:55 main:574] : INFO : Epoch 1910 | loss: 0.0311294 | val_loss: 0.0311533 | Time: 2108.31 ms [2022-03-31 09:30:57 main:574] : INFO : Epoch 1911 | loss: 0.0311295 | val_loss: 0.0311538 | Time: 2059 ms [2022-03-31 09:31:00 main:574] : INFO : Epoch 1912 | loss: 0.0311271 | val_loss: 0.0311552 | Time: 2131.67 ms [2022-03-31 09:31:02 main:574] : INFO : Epoch 1913 | loss: 0.0311289 | val_loss: 0.0311523 | Time: 2094.24 ms [2022-03-31 09:31:04 main:574] : INFO : Epoch 1914 | loss: 0.0311301 | val_loss: 0.0311557 | Time: 2081.78 ms [2022-03-31 09:31:06 main:574] : INFO : Epoch 1915 | loss: 0.0311332 | val_loss: 0.0311515 | Time: 2087.04 ms [2022-03-31 09:31:08 main:574] : INFO : Epoch 1916 | loss: 0.0311333 | val_loss: 0.0311507 | Time: 2101.5 ms [2022-03-31 09:31:10 main:574] : INFO : Epoch 1917 | loss: 0.0311312 | val_loss: 0.0311524 | Time: 2083.19 ms [2022-03-31 09:31:12 main:574] : INFO : Epoch 1918 | loss: 0.0311297 | val_loss: 0.031149 | Time: 2069.53 ms [2022-03-31 09:31:14 main:574] : INFO : Epoch 1919 | loss: 0.0311321 | val_loss: 0.0311518 | Time: 2092.12 ms [2022-03-31 09:31:16 main:574] : INFO : Epoch 1920 | loss: 0.0311323 | val_loss: 0.0311494 | Time: 2103.15 ms [2022-03-31 09:31:18 main:574] : INFO : Epoch 1921 | loss: 0.0311311 | val_loss: 0.0311497 | Time: 2095.91 ms [2022-03-31 09:31:21 main:574] : INFO : Epoch 1922 | loss: 0.0311306 | val_loss: 0.0311521 | Time: 2131.99 ms [2022-03-31 09:31:23 main:574] : INFO : Epoch 1923 | loss: 0.0311322 | val_loss: 0.0311555 | Time: 2095.94 ms [2022-03-31 09:31:25 main:574] : INFO : Epoch 1924 | loss: 0.0311305 | val_loss: 0.0311516 | Time: 2135.1 ms [2022-03-31 09:31:27 main:574] : INFO : Epoch 1925 | loss: 0.031132 | val_loss: 0.0311499 | Time: 2097.68 ms [2022-03-31 09:31:29 main:574] : INFO : Epoch 1926 | loss: 0.0311315 | val_loss: 0.0311506 | Time: 2128.86 ms [2022-03-31 09:31:31 main:574] : INFO : Epoch 1927 | loss: 0.0311311 | val_loss: 0.0311545 | Time: 2116.41 ms [2022-03-31 09:31:33 main:574] : INFO : Epoch 1928 | loss: 0.0311357 | val_loss: 0.0311549 | Time: 2129.67 ms [2022-03-31 09:31:36 main:574] : INFO : Epoch 1929 | loss: 0.0311355 | val_loss: 0.0311606 | Time: 2142.36 ms [2022-03-31 09:31:38 main:574] : INFO : Epoch 1930 | loss: 0.031144 | val_loss: 0.0311637 | Time: 2142.1 ms [2022-03-31 09:31:40 main:574] : INFO : Epoch 1931 | loss: 0.0311398 | val_loss: 0.0311532 | Time: 2099.61 ms [2022-03-31 09:31:42 main:574] : INFO : Epoch 1932 | loss: 0.0311317 | val_loss: 0.0311513 | Time: 2111.29 ms [2022-03-31 09:31:44 main:574] : INFO : Epoch 1933 | loss: 0.03113 | val_loss: 0.0311539 | Time: 2075.24 ms [2022-03-31 09:31:46 main:574] : INFO : Epoch 1934 | loss: 0.0311291 | val_loss: 0.0311517 | Time: 2118.86 ms [2022-03-31 09:31:48 main:574] : INFO : Epoch 1935 | loss: 0.0311298 | val_loss: 0.0311546 | Time: 2120.46 ms [2022-03-31 09:31:50 main:574] : INFO : Epoch 1936 | loss: 0.0311279 | val_loss: 0.0311551 | Time: 2096.06 ms [2022-03-31 09:31:53 main:574] : INFO : Epoch 1937 | loss: 0.0311292 | val_loss: 0.0311544 | Time: 2116.18 ms [2022-03-31 09:31:55 main:574] : INFO : Epoch 1938 | loss: 0.0311314 | val_loss: 0.0311613 | Time: 2122.11 ms [2022-03-31 09:31:57 main:574] : INFO : Epoch 1939 | loss: 0.0311302 | val_loss: 0.0311546 | Time: 2111.77 ms [2022-03-31 09:31:59 main:574] : INFO : Epoch 1940 | loss: 0.0311304 | val_loss: 0.0311551 | Time: 2146.11 ms [2022-03-31 09:32:01 main:574] : INFO : Epoch 1941 | loss: 0.0311305 | val_loss: 0.0311551 | Time: 2150.47 ms [2022-03-31 09:32:03 main:574] : INFO : Epoch 1942 | loss: 0.0311321 | val_loss: 0.0311544 | Time: 2156.38 ms [2022-03-31 09:32:05 main:574] : INFO : Epoch 1943 | loss: 0.0311348 | val_loss: 0.0311508 | Time: 2115.87 ms [2022-03-31 09:32:08 main:574] : INFO : Epoch 1944 | loss: 0.0311342 | val_loss: 0.0311558 | Time: 2125.21 ms [2022-03-31 09:32:10 main:574] : INFO : Epoch 1945 | loss: 0.0311341 | val_loss: 0.0311496 | Time: 2157.65 ms [2022-03-31 09:32:12 main:574] : INFO : Epoch 1946 | loss: 0.0311308 | val_loss: 0.0311526 | Time: 2067.65 ms [2022-03-31 09:32:14 main:574] : INFO : Epoch 1947 | loss: 0.0311292 | val_loss: 0.0311521 | Time: 2129.26 ms [2022-03-31 09:32:16 main:574] : INFO : Epoch 1948 | loss: 0.0311294 | val_loss: 0.0311562 | Time: 2094.93 ms [2022-03-31 09:32:18 main:574] : INFO : Epoch 1949 | loss: 0.0311313 | val_loss: 0.0311534 | Time: 2113.8 ms [2022-03-31 09:32:20 main:574] : INFO : Epoch 1950 | loss: 0.0311307 | val_loss: 0.0311539 | Time: 2100.09 ms [2022-03-31 09:32:22 main:574] : INFO : Epoch 1951 | loss: 0.0311314 | val_loss: 0.0311561 | Time: 2168.46 ms [2022-03-31 09:32:25 main:574] : INFO : Epoch 1952 | loss: 0.0311328 | val_loss: 0.0311558 | Time: 2120.16 ms [2022-03-31 09:32:27 main:574] : INFO : Epoch 1953 | loss: 0.0311315 | val_loss: 0.0311549 | Time: 2121.15 ms [2022-03-31 09:32:29 main:574] : INFO : Epoch 1954 | loss: 0.0311298 | val_loss: 0.0311557 | Time: 2118.2 ms [2022-03-31 09:32:31 main:574] : INFO : Epoch 1955 | loss: 0.0311305 | val_loss: 0.0311624 | Time: 2106.35 ms [2022-03-31 09:32:33 main:574] : INFO : Epoch 1956 | loss: 0.0311334 | val_loss: 0.0311572 | Time: 2096.01 ms [2022-03-31 09:32:35 main:574] : INFO : Epoch 1957 | loss: 0.0311315 | val_loss: 0.0311652 | Time: 2140.13 ms [2022-03-31 09:32:37 main:574] : INFO : Epoch 1958 | loss: 0.0311312 | val_loss: 0.0311579 | Time: 2141 ms [2022-03-31 09:32:40 main:574] : INFO : Epoch 1959 | loss: 0.0311308 | val_loss: 0.031157 | Time: 2075.6 ms [2022-03-31 09:32:42 main:574] : INFO : Epoch 1960 | loss: 0.0311316 | val_loss: 0.0311609 | Time: 2126.44 ms [2022-03-31 09:32:44 main:574] : INFO : Epoch 1961 | loss: 0.0311293 | val_loss: 0.0311584 | Time: 2108.37 ms [2022-03-31 09:32:46 main:574] : INFO : Epoch 1962 | loss: 0.0311301 | val_loss: 0.0311518 | Time: 2121.76 ms [2022-03-31 09:32:48 main:574] : INFO : Epoch 1963 | loss: 0.0311306 | val_loss: 0.0311511 | Time: 2162.28 ms [2022-03-31 09:32:50 main:574] : INFO : Epoch 1964 | loss: 0.0311309 | val_loss: 0.0311547 | Time: 2144.78 ms [2022-03-31 09:32:52 main:574] : INFO : Epoch 1965 | loss: 0.0311309 | val_loss: 0.0311613 | Time: 2096.64 ms [2022-03-31 09:32:54 main:574] : INFO : Epoch 1966 | loss: 0.0311338 | val_loss: 0.0311563 | Time: 2088.46 ms [2022-03-31 09:32:57 main:574] : INFO : Epoch 1967 | loss: 0.0311384 | val_loss: 0.0311555 | Time: 2121.06 ms [2022-03-31 09:32:59 main:574] : INFO : Epoch 1968 | loss: 0.031134 | val_loss: 0.031155 | Time: 2108.82 ms [2022-03-31 09:33:01 main:574] : INFO : Epoch 1969 | loss: 0.03113 | val_loss: 0.0311568 | Time: 2080.26 ms [2022-03-31 09:33:03 main:574] : INFO : Epoch 1970 | loss: 0.0311308 | val_loss: 0.0311528 | Time: 2089.29 ms [2022-03-31 09:33:05 main:574] : INFO : Epoch 1971 | loss: 0.03113 | val_loss: 0.0311541 | Time: 2133.32 ms [2022-03-31 09:33:07 main:574] : INFO : Epoch 1972 | loss: 0.0311287 | val_loss: 0.0311526 | Time: 2150.28 ms [2022-03-31 09:33:09 main:574] : INFO : Epoch 1973 | loss: 0.0311294 | val_loss: 0.0311509 | Time: 2088.78 ms [2022-03-31 09:33:11 main:574] : INFO : Epoch 1974 | loss: 0.031131 | val_loss: 0.0311505 | Time: 2118.13 ms [2022-03-31 09:33:14 main:574] : INFO : Epoch 1975 | loss: 0.0311295 | val_loss: 0.0311532 | Time: 2122.95 ms [2022-03-31 09:33:16 main:574] : INFO : Epoch 1976 | loss: 0.0311319 | val_loss: 0.0311522 | Time: 2108.71 ms [2022-03-31 09:33:18 main:574] : INFO : Epoch 1977 | loss: 0.0311289 | val_loss: 0.0311495 | Time: 2120.2 ms [2022-03-31 09:33:20 main:574] : INFO : Epoch 1978 | loss: 0.0311276 | val_loss: 0.031153 | Time: 2114.42 ms [2022-03-31 09:33:22 main:574] : INFO : Epoch 1979 | loss: 0.031127 | val_loss: 0.0311508 | Time: 2103.83 ms [2022-03-31 09:33:24 main:574] : INFO : Epoch 1980 | loss: 0.0311269 | val_loss: 0.0311545 | Time: 2151.23 ms [2022-03-31 09:33:26 main:574] : INFO : Epoch 1981 | loss: 0.0311261 | val_loss: 0.0311515 | Time: 2153.22 ms [2022-03-31 09:33:29 main:574] : INFO : Epoch 1982 | loss: 0.0311252 | val_loss: 0.0311534 | Time: 2095.31 ms [2022-03-31 09:33:31 main:574] : INFO : Epoch 1983 | loss: 0.0311273 | val_loss: 0.0311571 | Time: 2087.37 ms [2022-03-31 09:33:33 main:574] : INFO : Epoch 1984 | loss: 0.031129 | val_loss: 0.0311537 | Time: 2150.45 ms [2022-03-31 09:33:35 main:574] : INFO : Epoch 1985 | loss: 0.031133 | val_loss: 0.0311555 | Time: 2090.68 ms [2022-03-31 09:33:37 main:574] : INFO : Epoch 1986 | loss: 0.0311337 | val_loss: 0.0311533 | Time: 2121.75 ms [2022-03-31 09:33:39 main:574] : INFO : Epoch 1987 | loss: 0.0311301 | val_loss: 0.0311532 | Time: 2152.9 ms [2022-03-31 09:33:41 main:574] : INFO : Epoch 1988 | loss: 0.0311245 | val_loss: 0.0311529 | Time: 2090.23 ms [2022-03-31 09:33:43 main:574] : INFO : Epoch 1989 | loss: 0.0311241 | val_loss: 0.0311538 | Time: 2061.61 ms [2022-03-31 09:33:46 main:574] : INFO : Epoch 1990 | loss: 0.0311295 | val_loss: 0.0311679 | Time: 2144.97 ms [2022-03-31 09:33:48 main:574] : INFO : Epoch 1991 | loss: 0.031129 | val_loss: 0.0311509 | Time: 2140.05 ms [2022-03-31 09:33:50 main:574] : INFO : Epoch 1992 | loss: 0.0311238 | val_loss: 0.0311533 | Time: 2099.07 ms [2022-03-31 09:33:52 main:574] : INFO : Epoch 1993 | loss: 0.0311264 | val_loss: 0.031149 | Time: 2087.99 ms [2022-03-31 09:33:54 main:574] : INFO : Epoch 1994 | loss: 0.0311275 | val_loss: 0.0311591 | Time: 2072.46 ms [2022-03-31 09:33:56 main:574] : INFO : Epoch 1995 | loss: 0.0311296 | val_loss: 0.0311555 | Time: 2149.16 ms [2022-03-31 09:33:58 main:574] : INFO : Epoch 1996 | loss: 0.031128 | val_loss: 0.031149 | Time: 2106.29 ms [2022-03-31 09:34:00 main:574] : INFO : Epoch 1997 | loss: 0.0311256 | val_loss: 0.0311548 | Time: 2125.76 ms [2022-03-31 09:34:03 main:574] : INFO : Epoch 1998 | loss: 0.031129 | val_loss: 0.0311486 | Time: 2089.35 ms [2022-03-31 09:34:05 main:574] : INFO : Epoch 1999 | loss: 0.0311279 | val_loss: 0.0311661 | Time: 2112.89 ms [2022-03-31 09:34:07 main:574] : INFO : Epoch 2000 | loss: 0.031128 | val_loss: 0.0311499 | Time: 2126.63 ms [2022-03-31 09:34:09 main:574] : INFO : Epoch 2001 | loss: 0.0311253 | val_loss: 0.0311547 | Time: 2137.06 ms [2022-03-31 09:34:11 main:574] : INFO : Epoch 2002 | loss: 0.0311225 | val_loss: 0.0311582 | Time: 2083.96 ms [2022-03-31 09:34:13 main:574] : INFO : Epoch 2003 | loss: 0.0311264 | val_loss: 0.0311558 | Time: 2106.59 ms [2022-03-31 09:34:15 main:574] : INFO : Epoch 2004 | loss: 0.031128 | val_loss: 0.0311545 | Time: 2102.77 ms [2022-03-31 09:34:17 main:574] : INFO : Epoch 2005 | loss: 0.0311255 | val_loss: 0.0311557 | Time: 2130.65 ms [2022-03-31 09:34:20 main:574] : INFO : Epoch 2006 | loss: 0.0311249 | val_loss: 0.0311581 | Time: 2147.67 ms [2022-03-31 09:34:22 main:574] : INFO : Epoch 2007 | loss: 0.0311378 | val_loss: 0.0311573 | Time: 2132.05 ms [2022-03-31 09:34:24 main:574] : INFO : Epoch 2008 | loss: 0.0311413 | val_loss: 0.0311535 | Time: 2122.65 ms [2022-03-31 09:34:26 main:574] : INFO : Epoch 2009 | loss: 0.0311368 | val_loss: 0.0311562 | Time: 2122.33 ms [2022-03-31 09:34:28 main:574] : INFO : Epoch 2010 | loss: 0.0311325 | val_loss: 0.0311532 | Time: 2125.38 ms [2022-03-31 09:34:30 main:574] : INFO : Epoch 2011 | loss: 0.0311308 | val_loss: 0.0311623 | Time: 2145.26 ms [2022-03-31 09:34:32 main:574] : INFO : Epoch 2012 | loss: 0.031132 | val_loss: 0.0311526 | Time: 2127.4 ms [2022-03-31 09:34:35 main:574] : INFO : Epoch 2013 | loss: 0.0311282 | val_loss: 0.031156 | Time: 2134.93 ms [2022-03-31 09:34:37 main:574] : INFO : Epoch 2014 | loss: 0.0311272 | val_loss: 0.0311519 | Time: 2119.78 ms [2022-03-31 09:34:39 main:574] : INFO : Epoch 2015 | loss: 0.0311278 | val_loss: 0.03115 | Time: 2097.2 ms [2022-03-31 09:34:41 main:574] : INFO : Epoch 2016 | loss: 0.0311333 | val_loss: 0.0311499 | Time: 2131.94 ms [2022-03-31 09:34:43 main:574] : INFO : Epoch 2017 | loss: 0.0311358 | val_loss: 0.03115 | Time: 2105.25 ms [2022-03-31 09:34:45 main:574] : INFO : Epoch 2018 | loss: 0.0311385 | val_loss: 0.0311554 | Time: 2142.5 ms [2022-03-31 09:34:47 main:574] : INFO : Epoch 2019 | loss: 0.0311369 | val_loss: 0.0311483 | Time: 2144.16 ms [2022-03-31 09:34:50 main:574] : INFO : Epoch 2020 | loss: 0.0311327 | val_loss: 0.0311523 | Time: 2136 ms [2022-03-31 09:34:52 main:574] : INFO : Epoch 2021 | loss: 0.0311344 | val_loss: 0.0311504 | Time: 2118.69 ms [2022-03-31 09:34:54 main:574] : INFO : Epoch 2022 | loss: 0.0311423 | val_loss: 0.0311515 | Time: 2135.04 ms [2022-03-31 09:34:56 main:574] : INFO : Epoch 2023 | loss: 0.0311396 | val_loss: 0.0311536 | Time: 2135.99 ms [2022-03-31 09:34:58 main:574] : INFO : Epoch 2024 | loss: 0.0311358 | val_loss: 0.0311518 | Time: 2133.78 ms [2022-03-31 09:35:00 main:574] : INFO : Epoch 2025 | loss: 0.0311396 | val_loss: 0.0311484 | Time: 2097.18 ms [2022-03-31 09:35:02 main:574] : INFO : Epoch 2026 | loss: 0.0311478 | val_loss: 0.0311549 | Time: 2080.61 ms [2022-03-31 09:35:05 main:574] : INFO : Epoch 2027 | loss: 0.0311441 | val_loss: 0.0311513 | Time: 2146.86 ms [2022-03-31 09:35:07 main:574] : INFO : Epoch 2028 | loss: 0.0311417 | val_loss: 0.0311545 | Time: 2142.74 ms [2022-03-31 09:35:09 main:574] : INFO : Epoch 2029 | loss: 0.0311385 | val_loss: 0.0311542 | Time: 2100.13 ms [2022-03-31 09:35:11 main:574] : INFO : Epoch 2030 | loss: 0.0311352 | val_loss: 0.0311508 | Time: 2136.98 ms [2022-03-31 09:35:13 main:574] : INFO : Epoch 2031 | loss: 0.0311363 | val_loss: 0.0311501 | Time: 2113.06 ms [2022-03-31 09:35:15 main:574] : INFO : Epoch 2032 | loss: 0.031136 | val_loss: 0.0311527 | Time: 2095.48 ms [2022-03-31 09:35:17 main:574] : INFO : Epoch 2033 | loss: 0.0311353 | val_loss: 0.0311558 | Time: 2106.36 ms [2022-03-31 09:35:19 main:574] : INFO : Epoch 2034 | loss: 0.0311359 | val_loss: 0.0311592 | Time: 2116.88 ms [2022-03-31 09:35:22 main:574] : INFO : Epoch 2035 | loss: 0.0311392 | val_loss: 0.0311565 | Time: 2094.97 ms [2022-03-31 09:35:24 main:574] : INFO : Epoch 2036 | loss: 0.0311369 | val_loss: 0.0311527 | Time: 2216.89 ms [2022-03-31 09:35:26 main:574] : INFO : Epoch 2037 | loss: 0.031137 | val_loss: 0.0311507 | Time: 2130.38 ms [2022-03-31 09:35:28 main:574] : INFO : Epoch 2038 | loss: 0.0311352 | val_loss: 0.0311542 | Time: 2149.23 ms [2022-03-31 09:35:30 main:574] : INFO : Epoch 2039 | loss: 0.0311344 | val_loss: 0.0311498 | Time: 2110.5 ms [2022-03-31 09:35:32 main:574] : INFO : Epoch 2040 | loss: 0.0311358 | val_loss: 0.0311528 | Time: 2107.63 ms [2022-03-31 09:35:34 main:574] : INFO : Epoch 2041 | loss: 0.0311339 | val_loss: 0.0311533 | Time: 2140.24 ms [2022-03-31 09:35:37 main:574] : INFO : Epoch 2042 | loss: 0.0311345 | val_loss: 0.0311498 | Time: 2091.8 ms [2022-03-31 09:35:39 main:574] : INFO : Epoch 2043 | loss: 0.031135 | val_loss: 0.0311488 | Time: 2112.96 ms [2022-03-31 09:35:41 main:574] : INFO : Epoch 2044 | loss: 0.0311328 | val_loss: 0.0311503 | Time: 2141 ms [2022-03-31 09:35:43 main:574] : INFO : Epoch 2045 | loss: 0.0311323 | val_loss: 0.0311492 | Time: 2127.69 ms [2022-03-31 09:35:45 main:574] : INFO : Epoch 2046 | loss: 0.0311326 | val_loss: 0.0311555 | Time: 2122.59 ms [2022-03-31 09:35:47 main:574] : INFO : Epoch 2047 | loss: 0.0311316 | val_loss: 0.0311491 | Time: 2116.2 ms [2022-03-31 09:35:49 main:574] : INFO : Epoch 2048 | loss: 0.0311297 | val_loss: 0.0311501 | Time: 2088.04 ms [2022-03-31 09:35:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311501 [2022-03-31 09:35:49 main:603] : INFO : Saving end state to config to file [2022-03-31 09:35:49 main:608] : INFO : Success, exiting.. 09:35:49 (32532): 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)