Task 14624190
| Name | ParityModified-1647049441-9364-3-0_1 |
| Workunit | 11596282 |
| Created | 18 Apr 2022, 22:11:07 UTC |
| Sent | 18 Apr 2022, 22:11:27 UTC |
| Report deadline | 26 Apr 2022, 22:11:27 UTC |
| Received | 19 Apr 2022, 4:41:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 15 min 46 sec |
| CPU time | 1 hours 12 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311455 | val_loss: 0.0311563 | Time: 2175.73 ms
[2022-04-19 06:22:30 main:574] : INFO : Epoch 1543 | loss: 0.0311447 | val_loss: 0.0311563 | Time: 2161.22 ms
[2022-04-19 06:22:32 main:574] : INFO : Epoch 1544 | loss: 0.0311449 | val_loss: 0.0311568 | Time: 2153.25 ms
[2022-04-19 06:22:35 main:574] : INFO : Epoch 1545 | loss: 0.031145 | val_loss: 0.0311566 | Time: 2169.3 ms
[2022-04-19 06:22:37 main:574] : INFO : Epoch 1546 | loss: 0.0311446 | val_loss: 0.0311563 | Time: 2153.55 ms
[2022-04-19 06:22:39 main:574] : INFO : Epoch 1547 | loss: 0.031144 | val_loss: 0.0311564 | Time: 2154.24 ms
[2022-04-19 06:22:41 main:574] : INFO : Epoch 1548 | loss: 0.0311435 | val_loss: 0.0311566 | Time: 2150.61 ms
[2022-04-19 06:22:44 main:574] : INFO : Epoch 1549 | loss: 0.0311435 | val_loss: 0.031157 | Time: 2123.05 ms
[2022-04-19 06:22:46 main:574] : INFO : Epoch 1550 | loss: 0.0311434 | val_loss: 0.0311552 | Time: 2127.19 ms
[2022-04-19 06:22:48 main:574] : INFO : Epoch 1551 | loss: 0.0311445 | val_loss: 0.0311561 | Time: 2143.35 ms
[2022-04-19 06:22:50 main:574] : INFO : Epoch 1552 | loss: 0.0311449 | val_loss: 0.0311562 | Time: 2106.79 ms
[2022-04-19 06:22:52 main:574] : INFO : Epoch 1553 | loss: 0.0311446 | val_loss: 0.0311581 | Time: 2115.48 ms
[2022-04-19 06:22:54 main:574] : INFO : Epoch 1554 | loss: 0.0311446 | val_loss: 0.0311566 | Time: 2111.71 ms
[2022-04-19 06:22:57 main:574] : INFO : Epoch 1555 | loss: 0.0311465 | val_loss: 0.0311561 | Time: 2126.01 ms
[2022-04-19 06:22:59 main:574] : INFO : Epoch 1556 | loss: 0.0311466 | val_loss: 0.0311544 | Time: 2143.45 ms
[2022-04-19 06:23:01 main:574] : INFO : Epoch 1557 | loss: 0.0311455 | val_loss: 0.0311553 | Time: 2180.61 ms
[2022-04-19 06:23:03 main:574] : INFO : Epoch 1558 | loss: 0.0311459 | val_loss: 0.0311572 | Time: 2136.62 ms
[2022-04-19 06:23:05 main:574] : INFO : Epoch 1559 | loss: 0.0311466 | val_loss: 0.031156 | Time: 2095.68 ms
[2022-04-19 06:23:08 main:574] : INFO : Epoch 1560 | loss: 0.031146 | val_loss: 0.0311573 | Time: 2138.64 ms
[2022-04-19 06:23:10 main:574] : INFO : Epoch 1561 | loss: 0.0311454 | val_loss: 0.0311555 | Time: 2135.7 ms
[2022-04-19 06:23:12 main:574] : INFO : Epoch 1562 | loss: 0.031145 | val_loss: 0.0311549 | Time: 2128.1 ms
[2022-04-19 06:23:14 main:574] : INFO : Epoch 1563 | loss: 0.0311443 | val_loss: 0.031155 | Time: 2135.96 ms
[2022-04-19 06:23:16 main:574] : INFO : Epoch 1564 | loss: 0.0311458 | val_loss: 0.0311578 | Time: 2126.22 ms
[2022-04-19 06:23:18 main:574] : INFO : Epoch 1565 | loss: 0.0311452 | val_loss: 0.0311539 | Time: 2127.59 ms
[2022-04-19 06:23:21 main:574] : INFO : Epoch 1566 | loss: 0.0311465 | val_loss: 0.0311556 | Time: 2101.77 ms
[2022-04-19 06:23:23 main:574] : INFO : Epoch 1567 | loss: 0.0311465 | val_loss: 0.0311573 | Time: 2116.35 ms
[2022-04-19 06:23:25 main:574] : INFO : Epoch 1568 | loss: 0.0311448 | val_loss: 0.0311548 | Time: 2119.14 ms
[2022-04-19 06:23:27 main:574] : INFO : Epoch 1569 | loss: 0.0311432 | val_loss: 0.0311547 | Time: 2146.4 ms
[2022-04-19 06:23:29 main:574] : INFO : Epoch 1570 | loss: 0.0311438 | val_loss: 0.0311565 | Time: 2118.21 ms
[2022-04-19 06:23:31 main:574] : INFO : Epoch 1571 | loss: 0.0311439 | val_loss: 0.0311556 | Time: 2097.5 ms
[2022-04-19 06:23:34 main:574] : INFO : Epoch 1572 | loss: 0.0311444 | val_loss: 0.0311565 | Time: 2145.03 ms
[2022-04-19 06:23:36 main:574] : INFO : Epoch 1573 | loss: 0.0311458 | val_loss: 0.0311554 | Time: 2109.01 ms
[2022-04-19 06:23:38 main:574] : INFO : Epoch 1574 | loss: 0.0311446 | val_loss: 0.0311567 | Time: 2129.13 ms
[2022-04-19 06:23:40 main:574] : INFO : Epoch 1575 | loss: 0.0311444 | val_loss: 0.0311558 | Time: 2116.94 ms
[2022-04-19 06:23:42 main:574] : INFO : Epoch 1576 | loss: 0.0311442 | val_loss: 0.0311556 | Time: 2085.44 ms
[2022-04-19 06:23:44 main:574] : INFO : Epoch 1577 | loss: 0.0311439 | val_loss: 0.0311587 | Time: 2119.29 ms
[2022-04-19 06:23:47 main:574] : INFO : Epoch 1578 | loss: 0.0311435 | val_loss: 0.0311552 | Time: 2095.75 ms
[2022-04-19 06:23:49 main:574] : INFO : Epoch 1579 | loss: 0.0311422 | val_loss: 0.0311564 | Time: 2145.23 ms
[2022-04-19 06:23:51 main:574] : INFO : Epoch 1580 | loss: 0.031142 | val_loss: 0.0311562 | Time: 2147.08 ms
[2022-04-19 06:23:53 main:574] : INFO : Epoch 1581 | loss: 0.031142 | val_loss: 0.0311558 | Time: 2120.2 ms
[2022-04-19 06:23:55 main:574] : INFO : Epoch 1582 | loss: 0.0311419 | val_loss: 0.0311556 | Time: 2120.93 ms
[2022-04-19 06:23:58 main:574] : INFO : Epoch 1583 | loss: 0.0311424 | val_loss: 0.0311574 | Time: 2119.35 ms
[2022-04-19 06:24:00 main:574] : INFO : Epoch 1584 | loss: 0.0311421 | val_loss: 0.0311562 | Time: 2214.83 ms
[2022-04-19 06:24:02 main:574] : INFO : Epoch 1585 | loss: 0.0311417 | val_loss: 0.0311576 | Time: 2088.94 ms
[2022-04-19 06:24:04 main:574] : INFO : Epoch 1586 | loss: 0.0311423 | val_loss: 0.0311573 | Time: 2087.27 ms
[2022-04-19 06:24:06 main:574] : INFO : Epoch 1587 | loss: 0.0311413 | val_loss: 0.0311566 | Time: 2114.01 ms
[2022-04-19 06:24:08 main:574] : INFO : Epoch 1588 | loss: 0.0311411 | val_loss: 0.0311569 | Time: 2128.71 ms
[2022-04-19 06:24:11 main:574] : INFO : Epoch 1589 | loss: 0.0311417 | val_loss: 0.0311575 | Time: 2097.65 ms
[2022-04-19 06:24:13 main:574] : INFO : Epoch 1590 | loss: 0.0311413 | val_loss: 0.0311575 | Time: 2130.45 ms
[2022-04-19 06:24:15 main:574] : INFO : Epoch 1591 | loss: 0.0311407 | val_loss: 0.0311575 | Time: 2140.57 ms
[2022-04-19 06:24:17 main:574] : INFO : Epoch 1592 | loss: 0.0311425 | val_loss: 0.031158 | Time: 2145.84 ms
[2022-04-19 06:24:19 main:574] : INFO : Epoch 1593 | loss: 0.0311428 | val_loss: 0.0311586 | Time: 2112.12 ms
[2022-04-19 06:24:22 main:574] : INFO : Epoch 1594 | loss: 0.0311444 | val_loss: 0.0311548 | Time: 2117.49 ms
[2022-04-19 06:24:24 main:574] : INFO : Epoch 1595 | loss: 0.0311444 | val_loss: 0.0311536 | Time: 2129.72 ms
[2022-04-19 06:24:26 main:574] : INFO : Epoch 1596 | loss: 0.0311434 | val_loss: 0.031155 | Time: 2117.7 ms
[2022-04-19 06:24:28 main:574] : INFO : Epoch 1597 | loss: 0.0311419 | val_loss: 0.0311553 | Time: 2146.01 ms
[2022-04-19 06:24:30 main:574] : INFO : Epoch 1598 | loss: 0.0311425 | val_loss: 0.0311555 | Time: 2161.03 ms
[2022-04-19 06:24:32 main:574] : INFO : Epoch 1599 | loss: 0.0311428 | val_loss: 0.0311571 | Time: 2113.45 ms
[2022-04-19 06:24:35 main:574] : INFO : Epoch 1600 | loss: 0.0311439 | val_loss: 0.0311547 | Time: 2143.54 ms
[2022-04-19 06:24:37 main:574] : INFO : Epoch 1601 | loss: 0.0311431 | val_loss: 0.0311552 | Time: 2144.65 ms
[2022-04-19 06:24:39 main:574] : INFO : Epoch 1602 | loss: 0.031143 | val_loss: 0.0311579 | Time: 2097.98 ms
[2022-04-19 06:24:41 main:574] : INFO : Epoch 1603 | loss: 0.0311464 | val_loss: 0.0311592 | Time: 2112.53 ms
[2022-04-19 06:24:44 main:574] : INFO : Epoch 1604 | loss: 0.0311453 | val_loss: 0.0311534 | Time: 2137.95 ms
[2022-04-19 06:24:46 main:574] : INFO : Epoch 1605 | loss: 0.0311438 | val_loss: 0.0311531 | Time: 2109.49 ms
[2022-04-19 06:24:48 main:574] : INFO : Epoch 1606 | loss: 0.031142 | val_loss: 0.0311529 | Time: 2121.33 ms
[2022-04-19 06:24:50 main:574] : INFO : Epoch 1607 | loss: 0.031141 | val_loss: 0.0311525 | Time: 2121.02 ms
[2022-04-19 06:24:52 main:574] : INFO : Epoch 1608 | loss: 0.0311423 | val_loss: 0.0311561 | Time: 2141.38 ms
[2022-04-19 06:24:54 main:574] : INFO : Epoch 1609 | loss: 0.0311483 | val_loss: 0.0311537 | Time: 2135.2 ms
[2022-04-19 06:24:57 main:574] : INFO : Epoch 1610 | loss: 0.0311495 | val_loss: 0.0311572 | Time: 2161.71 ms
[2022-04-19 06:24:59 main:574] : INFO : Epoch 1611 | loss: 0.031147 | val_loss: 0.0311587 | Time: 2171.72 ms
[2022-04-19 06:25:01 main:574] : INFO : Epoch 1612 | loss: 0.0311478 | val_loss: 0.0311569 | Time: 2113.77 ms
[2022-04-19 06:25:03 main:574] : INFO : Epoch 1613 | loss: 0.0311444 | val_loss: 0.0311546 | Time: 2130.14 ms
[2022-04-19 06:25:05 main:574] : INFO : Epoch 1614 | loss: 0.0311451 | val_loss: 0.0311576 | Time: 2139.78 ms
[2022-04-19 06:25:08 main:574] : INFO : Epoch 1615 | loss: 0.0311486 | val_loss: 0.0311564 | Time: 2120.24 ms
[2022-04-19 06:25:10 main:574] : INFO : Epoch 1616 | loss: 0.0311535 | val_loss: 0.0311553 | Time: 2153.39 ms
[2022-04-19 06:25:12 main:574] : INFO : Epoch 1617 | loss: 0.0311514 | val_loss: 0.0311558 | Time: 2115.51 ms
[2022-04-19 06:25:14 main:574] : INFO : Epoch 1618 | loss: 0.0311494 | val_loss: 0.0311523 | Time: 2142.56 ms
[2022-04-19 06:25:16 main:574] : INFO : Epoch 1619 | loss: 0.0311478 | val_loss: 0.0311522 | Time: 2137.69 ms
[2022-04-19 06:25:18 main:574] : INFO : Epoch 1620 | loss: 0.0311438 | val_loss: 0.0311509 | Time: 2139.54 ms
[2022-04-19 06:25:21 main:574] : INFO : Epoch 1621 | loss: 0.0311426 | val_loss: 0.0311525 | Time: 2108.17 ms
[2022-04-19 06:25:23 main:574] : INFO : Epoch 1622 | loss: 0.0311425 | val_loss: 0.031149 | Time: 2113.16 ms
[2022-04-19 06:25:25 main:574] : INFO : Epoch 1623 | loss: 0.0311412 | val_loss: 0.0311491 | Time: 2128.42 ms
[2022-04-19 06:25:27 main:574] : INFO : Epoch 1624 | loss: 0.0311399 | val_loss: 0.0311492 | Time: 2097.62 ms
[2022-04-19 06:25:29 main:574] : INFO : Epoch 1625 | loss: 0.0311391 | val_loss: 0.0311497 | Time: 2152.89 ms
[2022-04-19 06:25:31 main:574] : INFO : Epoch 1626 | loss: 0.031138 | val_loss: 0.0311492 | Time: 2121.87 ms
[2022-04-19 06:25:34 main:574] : INFO : Epoch 1627 | loss: 0.0311382 | val_loss: 0.0311479 | Time: 2147.2 ms
[2022-04-19 06:25:36 main:574] : INFO : Epoch 1628 | loss: 0.031137 | val_loss: 0.0311485 | Time: 2112.5 ms
[2022-04-19 06:25:38 main:574] : INFO : Epoch 1629 | loss: 0.0311389 | val_loss: 0.0311523 | Time: 2117.74 ms
[2022-04-19 06:25:40 main:574] : INFO : Epoch 1630 | loss: 0.0311379 | val_loss: 0.0311532 | Time: 2146.46 ms
[2022-04-19 06:25:43 main:574] : INFO : Epoch 1631 | loss: 0.0311357 | val_loss: 0.0311497 | Time: 2132.44 ms
[2022-04-19 06:25:45 main:574] : INFO : Epoch 1632 | loss: 0.0311348 | val_loss: 0.0311478 | Time: 2144.26 ms
[2022-04-19 06:25:47 main:574] : INFO : Epoch 1633 | loss: 0.0311335 | val_loss: 0.031147 | Time: 2136.63 ms
[2022-04-19 06:25:49 main:574] : INFO : Epoch 1634 | loss: 0.0311346 | val_loss: 0.0311456 | Time: 2133.6 ms
[2022-04-19 06:25:51 main:574] : INFO : Epoch 1635 | loss: 0.0311331 | val_loss: 0.031148 | Time: 2155.44 ms
[2022-04-19 06:25:54 main:574] : INFO : Epoch 1636 | loss: 0.0311351 | val_loss: 0.031147 | Time: 2139.59 ms
[2022-04-19 06:25:56 main:574] : INFO : Epoch 1637 | loss: 0.0311329 | val_loss: 0.0311473 | Time: 2119.86 ms
[2022-04-19 06:25:58 main:574] : INFO : Epoch 1638 | loss: 0.0311322 | val_loss: 0.0311466 | Time: 2136.69 ms
[2022-04-19 06:26:00 main:574] : INFO : Epoch 1639 | loss: 0.0311314 | val_loss: 0.0311469 | Time: 2087.53 ms
[2022-04-19 06:26:02 main:574] : INFO : Epoch 1640 | loss: 0.0311336 | val_loss: 0.0311494 | Time: 2149.77 ms
[2022-04-19 06:26:04 main:574] : INFO : Epoch 1641 | loss: 0.0311344 | val_loss: 0.0311453 | Time: 2152.12 ms
[2022-04-19 06:26:07 main:574] : INFO : Epoch 1642 | loss: 0.0311349 | val_loss: 0.0311514 | Time: 2110.03 ms
[2022-04-19 06:26:09 main:574] : INFO : Epoch 1643 | loss: 0.0311382 | val_loss: 0.0311492 | Time: 2158.08 ms
[2022-04-19 06:26:11 main:574] : INFO : Epoch 1644 | loss: 0.0311384 | val_loss: 0.031151 | Time: 2150.82 ms
[2022-04-19 06:26:13 main:574] : INFO : Epoch 1645 | loss: 0.0311369 | val_loss: 0.0311465 | Time: 2120.06 ms
[2022-04-19 06:26:15 main:574] : INFO : Epoch 1646 | loss: 0.0311314 | val_loss: 0.0311484 | Time: 2181.48 ms
[2022-04-19 06:26:18 main:574] : INFO : Epoch 1647 | loss: 0.0311328 | val_loss: 0.0311482 | Time: 2173.65 ms
[2022-04-19 06:26:20 main:574] : INFO : Epoch 1648 | loss: 0.0311311 | val_loss: 0.0311515 | Time: 2149.74 ms
[2022-04-19 06:26:22 main:574] : INFO : Epoch 1649 | loss: 0.0311312 | val_loss: 0.0311472 | Time: 2143.56 ms
[2022-04-19 06:26:24 main:574] : INFO : Epoch 1650 | loss: 0.03113 | val_loss: 0.0311457 | Time: 2106.24 ms
[2022-04-19 06:26:26 main:574] : INFO : Epoch 1651 | loss: 0.0311309 | val_loss: 0.0311468 | Time: 2051.7 ms
[2022-04-19 06:26:29 main:574] : INFO : Epoch 1652 | loss: 0.0311305 | val_loss: 0.0311459 | Time: 2135.98 ms
[2022-04-19 06:26:31 main:574] : INFO : Epoch 1653 | loss: 0.0311308 | val_loss: 0.0311497 | Time: 2187.74 ms
[2022-04-19 06:26:33 main:574] : INFO : Epoch 1654 | loss: 0.0311297 | val_loss: 0.0311455 | Time: 2158.33 ms
[2022-04-19 06:26:35 main:574] : INFO : Epoch 1655 | loss: 0.0311297 | val_loss: 0.031145 | Time: 2181.89 ms
[2022-04-19 06:26:38 main:574] : INFO : Epoch 1656 | loss: 0.0311289 | val_loss: 0.0311461 | Time: 2168.64 ms
[2022-04-19 06:26:40 main:574] : INFO : Epoch 1657 | loss: 0.0311281 | val_loss: 0.0311444 | Time: 2160.05 ms
[2022-04-19 06:26:42 main:574] : INFO : Epoch 1658 | loss: 0.0311277 | val_loss: 0.0311453 | Time: 2191.71 ms
[2022-04-19 06:26:44 main:574] : INFO : Epoch 1659 | loss: 0.0311279 | val_loss: 0.0311457 | Time: 2140.9 ms
[2022-04-19 06:26:47 main:574] : INFO : Epoch 1660 | loss: 0.031127 | val_loss: 0.0311468 | Time: 2155.07 ms
[2022-04-19 06:26:49 main:574] : INFO : Epoch 1661 | loss: 0.0311271 | val_loss: 0.0311437 | Time: 2156.03 ms
[2022-04-19 06:26:51 main:574] : INFO : Epoch 1662 | loss: 0.031127 | val_loss: 0.0311475 | Time: 2150.92 ms
[2022-04-19 06:26:53 main:574] : INFO : Epoch 1663 | loss: 0.0311289 | val_loss: 0.0311449 | Time: 2174.8 ms
[2022-04-19 06:26:56 main:574] : INFO : Epoch 1664 | loss: 0.0311282 | val_loss: 0.031144 | Time: 2151.78 ms
[2022-04-19 06:26:58 main:574] : INFO : Epoch 1665 | loss: 0.0311288 | val_loss: 0.0311461 | Time: 2145.94 ms
[2022-04-19 06:27:00 main:574] : INFO : Epoch 1666 | loss: 0.0311296 | val_loss: 0.0311448 | Time: 2223.48 ms
[2022-04-19 06:27:02 main:574] : INFO : Epoch 1667 | loss: 0.03113 | val_loss: 0.0311427 | Time: 2162.34 ms
[2022-04-19 06:27:05 main:574] : INFO : Epoch 1668 | loss: 0.0311287 | val_loss: 0.0311434 | Time: 2166.87 ms
[2022-04-19 06:27:07 main:574] : INFO : Epoch 1669 | loss: 0.0311315 | val_loss: 0.0311494 | Time: 2170.83 ms
[2022-04-19 06:27:09 main:574] : INFO : Epoch 1670 | loss: 0.0311283 | val_loss: 0.0311448 | Time: 2144.93 ms
[2022-04-19 06:27:11 main:574] : INFO : Epoch 1671 | loss: 0.0311268 | val_loss: 0.0311463 | Time: 2135.03 ms
[2022-04-19 06:27:13 main:574] : INFO : Epoch 1672 | loss: 0.0311266 | val_loss: 0.031147 | Time: 2140.11 ms
[2022-04-19 06:27:16 main:574] : INFO : Epoch 1673 | loss: 0.0311259 | val_loss: 0.0311469 | Time: 2158.2 ms
[2022-04-19 06:27:18 main:574] : INFO : Epoch 1674 | loss: 0.0311255 | val_loss: 0.0311444 | Time: 2153.15 ms
[2022-04-19 06:27:20 main:574] : INFO : Epoch 1675 | loss: 0.031126 | val_loss: 0.0311514 | Time: 2155.96 ms
[2022-04-19 06:27:22 main:574] : INFO : Epoch 1676 | loss: 0.0311269 | val_loss: 0.0311501 | Time: 2151.43 ms
[2022-04-19 06:27:24 main:574] : INFO : Epoch 1677 | loss: 0.0311368 | val_loss: 0.0311465 | Time: 2156.46 ms
[2022-04-19 06:27:27 main:574] : INFO : Epoch 1678 | loss: 0.0311257 | val_loss: 0.0311458 | Time: 2142.67 ms
[2022-04-19 06:27:29 main:574] : INFO : Epoch 1679 | loss: 0.0311233 | val_loss: 0.0311437 | Time: 2171.36 ms
[2022-04-19 06:27:31 main:574] : INFO : Epoch 1680 | loss: 0.0311225 | val_loss: 0.0311469 | Time: 2159.74 ms
[2022-04-19 06:27:33 main:574] : INFO : Epoch 1681 | loss: 0.031122 | val_loss: 0.0311443 | Time: 2139.16 ms
[2022-04-19 06:27:36 main:574] : INFO : Epoch 1682 | loss: 0.0311217 | val_loss: 0.0311453 | Time: 2146.55 ms
[2022-04-19 06:27:38 main:574] : INFO : Epoch 1683 | loss: 0.0311211 | val_loss: 0.0311436 | Time: 2166.84 ms
[2022-04-19 06:27:40 main:574] : INFO : Epoch 1684 | loss: 0.0311231 | val_loss: 0.0311416 | Time: 2134.96 ms
[2022-04-19 06:27:42 main:574] : INFO : Epoch 1685 | loss: 0.0311209 | val_loss: 0.0311436 | Time: 2138.67 ms
[2022-04-19 06:27:44 main:574] : INFO : Epoch 1686 | loss: 0.0311206 | val_loss: 0.0311435 | Time: 2166.67 ms
[2022-04-19 06:27:47 main:574] : INFO : Epoch 1687 | loss: 0.0311215 | val_loss: 0.0311451 | Time: 2155.05 ms
[2022-04-19 06:27:49 main:574] : INFO : Epoch 1688 | loss: 0.0311214 | val_loss: 0.0311451 | Time: 2116.58 ms
[2022-04-19 06:27:51 main:574] : INFO : Epoch 1689 | loss: 0.0311225 | val_loss: 0.0311441 | Time: 2122.55 ms
[2022-04-19 06:27:53 main:574] : INFO : Epoch 1690 | loss: 0.0311309 | val_loss: 0.0311469 | Time: 2141.02 ms
[2022-04-19 06:27:55 main:574] : INFO : Epoch 1691 | loss: 0.0311221 | val_loss: 0.0311459 | Time: 2149.82 ms
[2022-04-19 06:27:58 main:574] : INFO : Epoch 1692 | loss: 0.0311215 | val_loss: 0.0311503 | Time: 2119.9 ms
[2022-04-19 06:28:00 main:574] : INFO : Epoch 1693 | loss: 0.0311243 | val_loss: 0.0311458 | Time: 2124.02 ms
[2022-04-19 06:28:02 main:574] : INFO : Epoch 1694 | loss: 0.0311242 | val_loss: 0.0311442 | Time: 2111.97 ms
[2022-04-19 06:28:04 main:574] : INFO : Epoch 1695 | loss: 0.0311234 | val_loss: 0.0311446 | Time: 2135.43 ms
[2022-04-19 06:28:06 main:574] : INFO : Epoch 1696 | loss: 0.0311239 | val_loss: 0.0311436 | Time: 2142.7 ms
[2022-04-19 06:28:09 main:574] : INFO : Epoch 1697 | loss: 0.0311231 | val_loss: 0.0311458 | Time: 2137.34 ms
[2022-04-19 06:28:11 main:574] : INFO : Epoch 1698 | loss: 0.0311227 | val_loss: 0.0311446 | Time: 2226.03 ms
[2022-04-19 06:28:13 main:574] : INFO : Epoch 1699 | loss: 0.0311241 | val_loss: 0.0311404 | Time: 2152.08 ms
[2022-04-19 06:28:15 main:574] : INFO : Epoch 1700 | loss: 0.0311276 | val_loss: 0.0311424 | Time: 2183.83 ms
[2022-04-19 06:28:18 main:574] : INFO : Epoch 1701 | loss: 0.0311291 | val_loss: 0.031146 | Time: 2171.27 ms
[2022-04-19 06:28:20 main:574] : INFO : Epoch 1702 | loss: 0.0311247 | val_loss: 0.0311427 | Time: 2129.41 ms
[2022-04-19 06:28:22 main:574] : INFO : Epoch 1703 | loss: 0.0311243 | val_loss: 0.0311398 | Time: 2133.56 ms
[2022-04-19 06:28:24 main:574] : INFO : Epoch 1704 | loss: 0.0311232 | val_loss: 0.0311426 | Time: 2152.68 ms
[2022-04-19 06:28:26 main:574] : INFO : Epoch 1705 | loss: 0.0311223 | val_loss: 0.0311407 | Time: 2158.43 ms
[2022-04-19 06:28:29 main:574] : INFO : Epoch 1706 | loss: 0.0311241 | val_loss: 0.0311436 | Time: 2159.87 ms
[2022-04-19 06:28:31 main:574] : INFO : Epoch 1707 | loss: 0.0311277 | val_loss: 0.0311494 | Time: 2151.56 ms
[2022-04-19 06:28:33 main:574] : INFO : Epoch 1708 | loss: 0.0311256 | val_loss: 0.0311489 | Time: 2145.89 ms
[2022-04-19 06:28:35 main:574] : INFO : Epoch 1709 | loss: 0.0311273 | val_loss: 0.0311563 | Time: 2156.5 ms
[2022-04-19 06:28:37 main:574] : INFO : Epoch 1710 | loss: 0.0311317 | val_loss: 0.0311509 | Time: 2105.1 ms
[2022-04-19 06:28:40 main:574] : INFO : Epoch 1711 | loss: 0.0311272 | val_loss: 0.0311403 | Time: 2120.36 ms
[2022-04-19 06:28:42 main:574] : INFO : Epoch 1712 | loss: 0.0311231 | val_loss: 0.031142 | Time: 2165.72 ms
[2022-04-19 06:28:44 main:574] : INFO : Epoch 1713 | loss: 0.0311222 | val_loss: 0.0311434 | Time: 2162.39 ms
[2022-04-19 06:28:46 main:574] : INFO : Epoch 1714 | loss: 0.0311218 | val_loss: 0.0311529 | Time: 2151.54 ms
[2022-04-19 06:28:48 main:574] : INFO : Epoch 1715 | loss: 0.0311205 | val_loss: 0.0311424 | Time: 2138.13 ms
[2022-04-19 06:28:51 main:574] : INFO : Epoch 1716 | loss: 0.0311195 | val_loss: 0.0311404 | Time: 2143.76 ms
[2022-04-19 06:28:53 main:574] : INFO : Epoch 1717 | loss: 0.0311226 | val_loss: 0.0311504 | Time: 2167.85 ms
[2022-04-19 06:28:55 main:574] : INFO : Epoch 1718 | loss: 0.0311377 | val_loss: 0.0311473 | Time: 2149.94 ms
[2022-04-19 06:28:57 main:574] : INFO : Epoch 1719 | loss: 0.0311234 | val_loss: 0.0311443 | Time: 2183.09 ms
[2022-04-19 06:29:00 main:574] : INFO : Epoch 1720 | loss: 0.0311206 | val_loss: 0.0311391 | Time: 2151.23 ms
[2022-04-19 06:29:02 main:574] : INFO : Epoch 1721 | loss: 0.031118 | val_loss: 0.0311433 | Time: 2194.14 ms
[2022-04-19 06:29:04 main:574] : INFO : Epoch 1722 | loss: 0.0311208 | val_loss: 0.0311397 | Time: 2194.9 ms
[2022-04-19 06:29:06 main:574] : INFO : Epoch 1723 | loss: 0.0311179 | val_loss: 0.031141 | Time: 2178.63 ms
[2022-04-19 06:29:09 main:574] : INFO : Epoch 1724 | loss: 0.0311214 | val_loss: 0.0311427 | Time: 2161.75 ms
[2022-04-19 06:29:11 main:574] : INFO : Epoch 1725 | loss: 0.0311227 | val_loss: 0.0311484 | Time: 2169.29 ms
[2022-04-19 06:29:13 main:574] : INFO : Epoch 1726 | loss: 0.0311214 | val_loss: 0.0311446 | Time: 2137.31 ms
[2022-04-19 06:29:15 main:574] : INFO : Epoch 1727 | loss: 0.0311222 | val_loss: 0.0311423 | Time: 2171.43 ms
[2022-04-19 06:29:18 main:574] : INFO : Epoch 1728 | loss: 0.0311216 | val_loss: 0.0311414 | Time: 2186.84 ms
[2022-04-19 06:29:20 main:574] : INFO : Epoch 1729 | loss: 0.0311204 | val_loss: 0.0311438 | Time: 2180.86 ms
[2022-04-19 06:29:22 main:574] : INFO : Epoch 1730 | loss: 0.0311198 | val_loss: 0.031143 | Time: 2152.86 ms
[2022-04-19 06:29:24 main:574] : INFO : Epoch 1731 | loss: 0.031118 | val_loss: 0.0311475 | Time: 2186.41 ms
[2022-04-19 06:29:26 main:574] : INFO : Epoch 1732 | loss: 0.0311184 | val_loss: 0.0311426 | Time: 2137.14 ms
[2022-04-19 06:29:29 main:574] : INFO : Epoch 1733 | loss: 0.0311199 | val_loss: 0.0311445 | Time: 2153.6 ms
[2022-04-19 06:29:31 main:574] : INFO : Epoch 1734 | loss: 0.0311206 | val_loss: 0.031146 | Time: 2142.62 ms
[2022-04-19 06:29:33 main:574] : INFO : Epoch 1735 | loss: 0.0311227 | val_loss: 0.0311431 | Time: 2165.99 ms
[2022-04-19 06:29:35 main:574] : INFO : Epoch 1736 | loss: 0.0311304 | val_loss: 0.0311438 | Time: 2167.43 ms
[2022-04-19 06:29:38 main:574] : INFO : Epoch 1737 | loss: 0.0311267 | val_loss: 0.0311429 | Time: 2138 ms
[2022-04-19 06:29:40 main:574] : INFO : Epoch 1738 | loss: 0.0311253 | val_loss: 0.0311503 | Time: 2174.34 ms
[2022-04-19 06:29:42 main:574] : INFO : Epoch 1739 | loss: 0.0311248 | val_loss: 0.0311423 | Time: 2168.84 ms
[2022-04-19 06:29:44 main:574] : INFO : Epoch 1740 | loss: 0.0311208 | val_loss: 0.0311437 | Time: 2164.57 ms
[2022-04-19 06:29:47 main:574] : INFO : Epoch 1741 | loss: 0.0311268 | val_loss: 0.0311444 | Time: 2204.94 ms
[2022-04-19 06:29:49 main:574] : INFO : Epoch 1742 | loss: 0.0311289 | val_loss: 0.0311452 | Time: 2176.55 ms
[2022-04-19 06:29:51 main:574] : INFO : Epoch 1743 | loss: 0.0311336 | val_loss: 0.0311469 | Time: 2172.05 ms
[2022-04-19 06:29:53 main:574] : INFO : Epoch 1744 | loss: 0.0311362 | val_loss: 0.0311411 | Time: 2140.32 ms
[2022-04-19 06:29:56 main:574] : INFO : Epoch 1745 | loss: 0.0311308 | val_loss: 0.0311389 | Time: 2144.46 ms
[2022-04-19 06:29:58 main:574] : INFO : Epoch 1746 | loss: 0.0311277 | val_loss: 0.0311378 | Time: 2284.66 ms
[2022-04-19 06:30:00 main:574] : INFO : Epoch 1747 | loss: 0.0311278 | val_loss: 0.0311437 | Time: 2206.51 ms
[2022-04-19 06:30:03 main:574] : INFO : Epoch 1748 | loss: 0.0311393 | val_loss: 0.0311465 | Time: 2177.82 ms
[2022-04-19 06:30:05 main:574] : INFO : Epoch 1749 | loss: 0.0311305 | val_loss: 0.0311399 | Time: 2165.85 ms
[2022-04-19 06:30:07 main:574] : INFO : Epoch 1750 | loss: 0.0311291 | val_loss: 0.0311419 | Time: 2162.62 ms
[2022-04-19 06:30:09 main:574] : INFO : Epoch 1751 | loss: 0.0311304 | val_loss: 0.0311391 | Time: 2124.98 ms
[2022-04-19 06:30:11 main:574] : INFO : Epoch 1752 | loss: 0.0311301 | val_loss: 0.0311378 | Time: 2158.07 ms
[2022-04-19 06:30:14 main:574] : INFO : Epoch 1753 | loss: 0.0311277 | val_loss: 0.031142 | Time: 2176.57 ms
[2022-04-19 06:30:16 main:574] : INFO : Epoch 1754 | loss: 0.0311351 | val_loss: 0.0311515 | Time: 2148.44 ms
[2022-04-19 06:30:18 main:574] : INFO : Epoch 1755 | loss: 0.0311349 | val_loss: 0.0311406 | Time: 2140.89 ms
[2022-04-19 06:30:20 main:574] : INFO : Epoch 1756 | loss: 0.0311325 | val_loss: 0.0311406 | Time: 2180.28 ms
[2022-04-19 06:30:23 main:574] : INFO : Epoch 1757 | loss: 0.031133 | val_loss: 0.0311435 | Time: 2183.18 ms
[2022-04-19 06:30:25 main:574] : INFO : Epoch 1758 | loss: 0.0311334 | val_loss: 0.0311452 | Time: 2163.21 ms
[2022-04-19 06:30:27 main:574] : INFO : Epoch 1759 | loss: 0.0311358 | val_loss: 0.031143 | Time: 2119.82 ms
[2022-04-19 06:30:29 main:574] : INFO : Epoch 1760 | loss: 0.0311308 | val_loss: 0.0311407 | Time: 2147.64 ms
[2022-04-19 06:30:32 main:574] : INFO : Epoch 1761 | loss: 0.031129 | val_loss: 0.0311421 | Time: 2173.65 ms
[2022-04-19 06:30:34 main:574] : INFO : Epoch 1762 | loss: 0.0311321 | val_loss: 0.0311475 | Time: 2165.03 ms
[2022-04-19 06:30:36 main:574] : INFO : Epoch 1763 | loss: 0.0311307 | val_loss: 0.031145 | Time: 2141.8 ms
[2022-04-19 06:30:38 main:574] : INFO : Epoch 1764 | loss: 0.0311289 | val_loss: 0.0311509 | Time: 2100.84 ms
[2022-04-19 06:30:40 main:574] : INFO : Epoch 1765 | loss: 0.0311307 | val_loss: 0.0311416 | Time: 2068.2 ms
[2022-04-19 06:30:43 main:574] : INFO : Epoch 1766 | loss: 0.031127 | val_loss: 0.031143 | Time: 2120.14 ms
[2022-04-19 06:30:45 main:574] : INFO : Epoch 1767 | loss: 0.031128 | val_loss: 0.0311382 | Time: 2139.74 ms
[2022-04-19 06:30:47 main:574] : INFO : Epoch 1768 | loss: 0.0311241 | val_loss: 0.0311401 | Time: 2122.76 ms
[2022-04-19 06:30:49 main:574] : INFO : Epoch 1769 | loss: 0.0311239 | val_loss: 0.0311432 | Time: 2137.55 ms
[2022-04-19 06:30:52 main:574] : INFO : Epoch 1770 | loss: 0.0311239 | val_loss: 0.0311399 | Time: 2162.73 ms
[2022-04-19 06:30:54 main:574] : INFO : Epoch 1771 | loss: 0.0311244 | val_loss: 0.031143 | Time: 2136.22 ms
[2022-04-19 06:30:56 main:574] : INFO : Epoch 1772 | loss: 0.0311234 | val_loss: 0.0311392 | Time: 2131.2 ms
[2022-04-19 06:30:58 main:574] : INFO : Epoch 1773 | loss: 0.0311227 | val_loss: 0.0311435 | Time: 2137.47 ms
[2022-04-19 06:31:00 main:574] : INFO : Epoch 1774 | loss: 0.0311249 | val_loss: 0.0311504 | Time: 2188.27 ms
[2022-04-19 06:31:03 main:574] : INFO : Epoch 1775 | loss: 0.0311253 | val_loss: 0.0311429 | Time: 2172.54 ms
[2022-04-19 06:31:05 main:574] : INFO : Epoch 1776 | loss: 0.0311248 | val_loss: 0.0311483 | Time: 2151.98 ms
[2022-04-19 06:31:07 main:574] : INFO : Epoch 1777 | loss: 0.0311226 | val_loss: 0.0311434 | Time: 2178.33 ms
[2022-04-19 06:31:09 main:574] : INFO : Epoch 1778 | loss: 0.0311236 | val_loss: 0.0311484 | Time: 2171.93 ms
[2022-04-19 06:31:11 main:574] : INFO : Epoch 1779 | loss: 0.0311227 | val_loss: 0.0311438 | Time: 2180.2 ms
[2022-04-19 06:31:14 main:574] : INFO : Epoch 1780 | loss: 0.0311228 | val_loss: 0.031148 | Time: 2156.57 ms
[2022-04-19 06:31:16 main:574] : INFO : Epoch 1781 | loss: 0.0311326 | val_loss: 0.031148 | Time: 2138.15 ms
[2022-04-19 06:31:18 main:574] : INFO : Epoch 1782 | loss: 0.0311289 | val_loss: 0.031144 | Time: 2118 ms
[2022-04-19 06:31:20 main:574] : INFO : Epoch 1783 | loss: 0.0311293 | val_loss: 0.0311437 | Time: 2117.76 ms
[2022-04-19 06:31:22 main:574] : INFO : Epoch 1784 | loss: 0.0311293 | val_loss: 0.0311408 | Time: 2138.15 ms
[2022-04-19 06:31:25 main:574] : INFO : Epoch 1785 | loss: 0.0311275 | val_loss: 0.0311419 | Time: 2123.47 ms
[2022-04-19 06:31:27 main:574] : INFO : Epoch 1786 | loss: 0.0311246 | val_loss: 0.0311433 | Time: 2112.51 ms
[2022-04-19 06:31:29 main:574] : INFO : Epoch 1787 | loss: 0.0311249 | val_loss: 0.0311405 | Time: 2129.07 ms
[2022-04-19 06:31:31 main:574] : INFO : Epoch 1788 | loss: 0.0311236 | val_loss: 0.0311415 | Time: 2125.92 ms
[2022-04-19 06:31:33 main:574] : INFO : Epoch 1789 | loss: 0.0311265 | val_loss: 0.0311394 | Time: 2112.59 ms
[2022-04-19 06:31:35 main:574] : INFO : Epoch 1790 | loss: 0.0311249 | val_loss: 0.0311397 | Time: 2121.71 ms
[2022-04-19 06:31:38 main:574] : INFO : Epoch 1791 | loss: 0.0311231 | val_loss: 0.0311407 | Time: 2129.96 ms
[2022-04-19 06:31:40 main:574] : INFO : Epoch 1792 | loss: 0.0311231 | val_loss: 0.0311382 | Time: 2150.49 ms
[2022-04-19 06:31:42 main:574] : INFO : Epoch 1793 | loss: 0.031123 | val_loss: 0.0311456 | Time: 2159.74 ms
[2022-04-19 06:31:44 main:574] : INFO : Epoch 1794 | loss: 0.0311279 | val_loss: 0.0311409 | Time: 2163.28 ms
[2022-04-19 06:31:46 main:574] : INFO : Epoch 1795 | loss: 0.0311231 | val_loss: 0.0311434 | Time: 2154.91 ms
[2022-04-19 06:31:49 main:574] : INFO : Epoch 1796 | loss: 0.0311247 | val_loss: 0.0311437 | Time: 2164.95 ms
[2022-04-19 06:31:51 main:574] : INFO : Epoch 1797 | loss: 0.0311231 | val_loss: 0.0311475 | Time: 2124.94 ms
[2022-04-19 06:31:53 main:574] : INFO : Epoch 1798 | loss: 0.0311228 | val_loss: 0.0311422 | Time: 2155.33 ms
[2022-04-19 06:31:55 main:574] : INFO : Epoch 1799 | loss: 0.0311204 | val_loss: 0.0311434 | Time: 2156.13 ms
[2022-04-19 06:31:58 main:574] : INFO : Epoch 1800 | loss: 0.0311189 | val_loss: 0.0311399 | Time: 2173.79 ms
[2022-04-19 06:32:00 main:574] : INFO : Epoch 1801 | loss: 0.0311199 | val_loss: 0.031148 | Time: 2278.55 ms
[2022-04-19 06:32:03 main:574] : INFO : Epoch 1802 | loss: 0.0311194 | val_loss: 0.0311439 | Time: 2156.57 ms
[2022-04-19 06:32:05 main:574] : INFO : Epoch 1803 | loss: 0.0311165 | val_loss: 0.031144 | Time: 2144.55 ms
[2022-04-19 06:32:07 main:574] : INFO : Epoch 1804 | loss: 0.0311166 | val_loss: 0.0311428 | Time: 2156.29 ms
[2022-04-19 06:32:09 main:574] : INFO : Epoch 1805 | loss: 0.0311232 | val_loss: 0.0311479 | Time: 2139.2 ms
[2022-04-19 06:32:12 main:574] : INFO : Epoch 1806 | loss: 0.0311233 | val_loss: 0.0311466 | Time: 2182.86 ms
[2022-04-19 06:32:14 main:574] : INFO : Epoch 1807 | loss: 0.0311234 | val_loss: 0.0311462 | Time: 2183.75 ms
[2022-04-19 06:32:16 main:574] : INFO : Epoch 1808 | loss: 0.0311203 | val_loss: 0.0311471 | Time: 2170.74 ms
[2022-04-19 06:32:18 main:574] : INFO : Epoch 1809 | loss: 0.0311193 | val_loss: 0.0311492 | Time: 2179.98 ms
[2022-04-19 06:32:21 main:574] : INFO : Epoch 1810 | loss: 0.0311206 | val_loss: 0.0311506 | Time: 2195.53 ms
[2022-04-19 06:32:23 main:574] : INFO : Epoch 1811 | loss: 0.0311212 | val_loss: 0.0311498 | Time: 2134.62 ms
[2022-04-19 06:32:25 main:574] : INFO : Epoch 1812 | loss: 0.0311251 | val_loss: 0.0311452 | Time: 2157.58 ms
[2022-04-19 06:32:27 main:574] : INFO : Epoch 1813 | loss: 0.0311205 | val_loss: 0.0311515 | Time: 2184.87 ms
[2022-04-19 06:32:30 main:574] : INFO : Epoch 1814 | loss: 0.0311188 | val_loss: 0.0311459 | Time: 2175.3 ms
[2022-04-19 06:32:32 main:574] : INFO : Epoch 1815 | loss: 0.0311172 | val_loss: 0.0311464 | Time: 2137.3 ms
[2022-04-19 06:32:34 main:574] : INFO : Epoch 1816 | loss: 0.0311163 | val_loss: 0.0311475 | Time: 2122.56 ms
[2022-04-19 06:32:36 main:574] : INFO : Epoch 1817 | loss: 0.0311187 | val_loss: 0.0311445 | Time: 2153.3 ms
[2022-04-19 06:32:38 main:574] : INFO : Epoch 1818 | loss: 0.0311174 | val_loss: 0.0311457 | Time: 2129.46 ms
[2022-04-19 06:32:41 main:574] : INFO : Epoch 1819 | loss: 0.0311161 | val_loss: 0.0311501 | Time: 2154.9 ms
[2022-04-19 06:32:43 main:574] : INFO : Epoch 1820 | loss: 0.0311155 | val_loss: 0.0311527 | Time: 2137.78 ms
[2022-04-19 06:32:45 main:574] : INFO : Epoch 1821 | loss: 0.0311161 | val_loss: 0.0311478 | Time: 2132.1 ms
[2022-04-19 06:32:47 main:574] : INFO : Epoch 1822 | loss: 0.0311173 | val_loss: 0.0311476 | Time: 2124.64 ms
[2022-04-19 06:32:49 main:574] : INFO : Epoch 1823 | loss: 0.0311182 | val_loss: 0.0311474 | Time: 2163.75 ms
[2022-04-19 06:32:52 main:574] : INFO : Epoch 1824 | loss: 0.0311176 | val_loss: 0.0311521 | Time: 2142.83 ms
[2022-04-19 06:32:54 main:574] : INFO : Epoch 1825 | loss: 0.031118 | val_loss: 0.0311415 | Time: 2152.86 ms
[2022-04-19 06:32:56 main:574] : INFO : Epoch 1826 | loss: 0.0311217 | val_loss: 0.031145 | Time: 2145.42 ms
[2022-04-19 06:32:58 main:574] : INFO : Epoch 1827 | loss: 0.0311151 | val_loss: 0.0311421 | Time: 2178.99 ms
[2022-04-19 06:33:00 main:574] : INFO : Epoch 1828 | loss: 0.0311148 | val_loss: 0.031148 | Time: 2125.66 ms
[2022-04-19 06:33:03 main:574] : INFO : Epoch 1829 | loss: 0.0311195 | val_loss: 0.0311438 | Time: 2147.14 ms
[2022-04-19 06:33:05 main:574] : INFO : Epoch 1830 | loss: 0.0311164 | val_loss: 0.0311486 | Time: 2157.55 ms
[2022-04-19 06:33:07 main:574] : INFO : Epoch 1831 | loss: 0.0311158 | val_loss: 0.0311415 | Time: 2131.15 ms
[2022-04-19 06:33:09 main:574] : INFO : Epoch 1832 | loss: 0.0311144 | val_loss: 0.0311378 | Time: 2105.06 ms
[2022-04-19 06:33:11 main:574] : INFO : Epoch 1833 | loss: 0.0311158 | val_loss: 0.0311377 | Time: 2179.04 ms
[2022-04-19 06:33:14 main:574] : INFO : Epoch 1834 | loss: 0.0311139 | val_loss: 0.0311396 | Time: 2138.1 ms
[2022-04-19 06:33:16 main:574] : INFO : Epoch 1835 | loss: 0.0311183 | val_loss: 0.0311437 | Time: 2187.33 ms
[2022-04-19 06:33:18 main:574] : INFO : Epoch 1836 | loss: 0.0311117 | val_loss: 0.031149 | Time: 2116.32 ms
[2022-04-19 06:33:20 main:574] : INFO : Epoch 1837 | loss: 0.0311155 | val_loss: 0.0311446 | Time: 2152.93 ms
[2022-04-19 06:33:22 main:574] : INFO : Epoch 1838 | loss: 0.031114 | val_loss: 0.0311438 | Time: 2125.31 ms
[2022-04-19 06:33:25 main:574] : INFO : Epoch 1839 | loss: 0.0311153 | val_loss: 0.0311389 | Time: 2136.48 ms
[2022-04-19 06:33:27 main:574] : INFO : Epoch 1840 | loss: 0.0311126 | val_loss: 0.031139 | Time: 2123.14 ms
[2022-04-19 06:33:29 main:574] : INFO : Epoch 1841 | loss: 0.0311124 | val_loss: 0.0311385 | Time: 2151.5 ms
[2022-04-19 06:33:31 main:574] : INFO : Epoch 1842 | loss: 0.0311155 | val_loss: 0.0311381 | Time: 2153.6 ms
[2022-04-19 06:33:33 main:574] : INFO : Epoch 1843 | loss: 0.0311159 | val_loss: 0.0311406 | Time: 2155.37 ms
[2022-04-19 06:33:36 main:574] : INFO : Epoch 1844 | loss: 0.0311142 | val_loss: 0.0311424 | Time: 2139 ms
[2022-04-19 06:33:38 main:574] : INFO : Epoch 1845 | loss: 0.0311151 | val_loss: 0.0311427 | Time: 2188.36 ms
[2022-04-19 06:33:40 main:574] : INFO : Epoch 1846 | loss: 0.031116 | val_loss: 0.0311394 | Time: 2288.32 ms
[2022-04-19 06:33:42 main:574] : INFO : Epoch 1847 | loss: 0.031116 | val_loss: 0.0311511 | Time: 2181.75 ms
[2022-04-19 06:33:45 main:574] : INFO : Epoch 1848 | loss: 0.0311158 | val_loss: 0.0311446 | Time: 2147.78 ms
[2022-04-19 06:33:47 main:574] : INFO : Epoch 1849 | loss: 0.0311167 | val_loss: 0.0311411 | Time: 2173.72 ms
[2022-04-19 06:33:49 main:574] : INFO : Epoch 1850 | loss: 0.0311145 | val_loss: 0.0311398 | Time: 2163.36 ms
[2022-04-19 06:33:52 main:574] : INFO : Epoch 1851 | loss: 0.0311129 | val_loss: 0.0311439 | Time: 2194.55 ms
[2022-04-19 06:33:54 main:574] : INFO : Epoch 1852 | loss: 0.0311155 | val_loss: 0.031154 | Time: 2146.37 ms
[2022-04-19 06:33:56 main:574] : INFO : Epoch 1853 | loss: 0.0311179 | val_loss: 0.0311528 | Time: 2149.18 ms
[2022-04-19 06:33:58 main:574] : INFO : Epoch 1854 | loss: 0.0311162 | val_loss: 0.0311425 | Time: 2128.01 ms
[2022-04-19 06:34:01 main:574] : INFO : Epoch 1855 | loss: 0.0311118 | val_loss: 0.0311436 | Time: 2336.37 ms
[2022-04-19 06:34:03 main:574] : INFO : Epoch 1856 | loss: 0.0311121 | val_loss: 0.0311432 | Time: 2130.06 ms
[2022-04-19 06:34:05 main:574] : INFO : Epoch 1857 | loss: 0.0311103 | val_loss: 0.0311409 | Time: 2166.97 ms
[2022-04-19 06:34:07 main:574] : INFO : Epoch 1858 | loss: 0.0311104 | val_loss: 0.0311417 | Time: 2166.52 ms
[2022-04-19 06:34:10 main:574] : INFO : Epoch 1859 | loss: 0.0311116 | val_loss: 0.0311516 | Time: 2128.43 ms
[2022-04-19 06:34:12 main:574] : INFO : Epoch 1860 | loss: 0.0311224 | val_loss: 0.0311472 | Time: 2150.17 ms
[2022-04-19 06:34:14 main:574] : INFO : Epoch 1861 | loss: 0.0311157 | val_loss: 0.0311439 | Time: 2155.48 ms
[2022-04-19 06:34:16 main:574] : INFO : Epoch 1862 | loss: 0.0311134 | val_loss: 0.0311411 | Time: 2138.96 ms
[2022-04-19 06:34:18 main:574] : INFO : Epoch 1863 | loss: 0.0311114 | val_loss: 0.0311392 | Time: 2150.5 ms
[2022-04-19 06:34:21 main:574] : INFO : Epoch 1864 | loss: 0.0311089 | val_loss: 0.0311431 | Time: 2205.49 ms
[2022-04-19 06:34:23 main:574] : INFO : Epoch 1865 | loss: 0.0311105 | val_loss: 0.0311478 | Time: 2176.13 ms
[2022-04-19 06:34:25 main:574] : INFO : Epoch 1866 | loss: 0.031111 | val_loss: 0.0311408 | Time: 2291.03 ms
[2022-04-19 06:34:28 main:574] : INFO : Epoch 1867 | loss: 0.0311128 | val_loss: 0.03115 | Time: 2152.72 ms
[2022-04-19 06:34:30 main:574] : INFO : Epoch 1868 | loss: 0.0311132 | val_loss: 0.0311465 | Time: 2176.72 ms
[2022-04-19 06:34:32 main:574] : INFO : Epoch 1869 | loss: 0.0311127 | val_loss: 0.0311435 | Time: 2205.5 ms
[2022-04-19 06:34:35 main:574] : INFO : Epoch 1870 | loss: 0.0311161 | val_loss: 0.0311414 | Time: 2162.74 ms
[2022-04-19 06:34:37 main:574] : INFO : Epoch 1871 | loss: 0.0311189 | val_loss: 0.031142 | Time: 2136.13 ms
[2022-04-19 06:34:39 main:574] : INFO : Epoch 1872 | loss: 0.0311164 | val_loss: 0.0311414 | Time: 2170 ms
[2022-04-19 06:34:41 main:574] : INFO : Epoch 1873 | loss: 0.0311162 | val_loss: 0.0311417 | Time: 2151.93 ms
[2022-04-19 06:34:44 main:574] : INFO : Epoch 1874 | loss: 0.0311174 | val_loss: 0.0311456 | Time: 2178.16 ms
[2022-04-19 06:34:46 main:574] : INFO : Epoch 1875 | loss: 0.0311151 | val_loss: 0.0311429 | Time: 2178.1 ms
[2022-04-19 06:34:48 main:574] : INFO : Epoch 1876 | loss: 0.0311144 | val_loss: 0.0311447 | Time: 2177.74 ms
[2022-04-19 06:34:50 main:574] : INFO : Epoch 1877 | loss: 0.0311146 | val_loss: 0.0311442 | Time: 2170.8 ms
[2022-04-19 06:34:52 main:574] : INFO : Epoch 1878 | loss: 0.031113 | val_loss: 0.0311426 | Time: 2136.66 ms
[2022-04-19 06:34:55 main:574] : INFO : Epoch 1879 | loss: 0.0311212 | val_loss: 0.0311433 | Time: 2136.31 ms
[2022-04-19 06:34:57 main:574] : INFO : Epoch 1880 | loss: 0.0311223 | val_loss: 0.0311437 | Time: 2173.36 ms
[2022-04-19 06:34:59 main:574] : INFO : Epoch 1881 | loss: 0.0311235 | val_loss: 0.0311439 | Time: 2192.97 ms
[2022-04-19 06:35:01 main:574] : INFO : Epoch 1882 | loss: 0.0311198 | val_loss: 0.0311408 | Time: 2144.64 ms
[2022-04-19 06:35:04 main:574] : INFO : Epoch 1883 | loss: 0.0311179 | val_loss: 0.0311407 | Time: 2195.06 ms
[2022-04-19 06:35:06 main:574] : INFO : Epoch 1884 | loss: 0.0311162 | val_loss: 0.0311447 | Time: 2178.92 ms
[2022-04-19 06:35:08 main:574] : INFO : Epoch 1885 | loss: 0.0311163 | val_loss: 0.0311438 | Time: 2190.2 ms
[2022-04-19 06:35:10 main:574] : INFO : Epoch 1886 | loss: 0.0311264 | val_loss: 0.0311479 | Time: 2161.55 ms
[2022-04-19 06:35:13 main:574] : INFO : Epoch 1887 | loss: 0.031124 | val_loss: 0.0311519 | Time: 2175.53 ms
[2022-04-19 06:35:15 main:574] : INFO : Epoch 1888 | loss: 0.0311183 | val_loss: 0.0311488 | Time: 2175.22 ms
[2022-04-19 06:35:17 main:574] : INFO : Epoch 1889 | loss: 0.0311177 | val_loss: 0.031141 | Time: 2154.54 ms
[2022-04-19 06:35:19 main:574] : INFO : Epoch 1890 | loss: 0.0311159 | val_loss: 0.0311438 | Time: 2173.69 ms
[2022-04-19 06:35:21 main:574] : INFO : Epoch 1891 | loss: 0.0311194 | val_loss: 0.0311407 | Time: 2165.08 ms
[2022-04-19 06:35:24 main:574] : INFO : Epoch 1892 | loss: 0.0311159 | val_loss: 0.0311395 | Time: 2171.41 ms
[2022-04-19 06:35:26 main:574] : INFO : Epoch 1893 | loss: 0.0311173 | val_loss: 0.0311383 | Time: 2168.17 ms
[2022-04-19 06:35:28 main:574] : INFO : Epoch 1894 | loss: 0.0311166 | val_loss: 0.0311409 | Time: 2169.68 ms
[2022-04-19 06:35:30 main:574] : INFO : Epoch 1895 | loss: 0.0311155 | val_loss: 0.0311393 | Time: 2168.94 ms
[2022-04-19 06:35:33 main:574] : INFO : Epoch 1896 | loss: 0.0311128 | val_loss: 0.0311391 | Time: 2148.77 ms
[2022-04-19 06:35:35 main:574] : INFO : Epoch 1897 | loss: 0.0311132 | val_loss: 0.0311422 | Time: 2137.02 ms
[2022-04-19 06:35:37 main:574] : INFO : Epoch 1898 | loss: 0.0311112 | val_loss: 0.03114 | Time: 2243.26 ms
[2022-04-19 06:35:40 main:574] : INFO : Epoch 1899 | loss: 0.0311111 | val_loss: 0.0311385 | Time: 2182.16 ms
[2022-04-19 06:35:42 main:574] : INFO : Epoch 1900 | loss: 0.0311108 | val_loss: 0.0311359 | Time: 2158.74 ms
[2022-04-19 06:35:44 main:574] : INFO : Epoch 1901 | loss: 0.0311097 | val_loss: 0.031136 | Time: 2169.82 ms
[2022-04-19 06:35:46 main:574] : INFO : Epoch 1902 | loss: 0.0311122 | val_loss: 0.0311475 | Time: 2183.8 ms
[2022-04-19 06:35:49 main:574] : INFO : Epoch 1903 | loss: 0.0311175 | val_loss: 0.0311432 | Time: 2180.16 ms
[2022-04-19 06:35:51 main:574] : INFO : Epoch 1904 | loss: 0.0311236 | val_loss: 0.0311421 | Time: 2208.13 ms
[2022-04-19 06:35:53 main:574] : INFO : Epoch 1905 | loss: 0.0311243 | val_loss: 0.0311392 | Time: 2191.54 ms
[2022-04-19 06:35:55 main:574] : INFO : Epoch 1906 | loss: 0.0311251 | val_loss: 0.0311472 | Time: 2143.96 ms
[2022-04-19 06:35:58 main:574] : INFO : Epoch 1907 | loss: 0.0311265 | val_loss: 0.0311459 | Time: 2156.4 ms
[2022-04-19 06:36:00 main:574] : INFO : Epoch 1908 | loss: 0.0311237 | val_loss: 0.0311483 | Time: 2195.84 ms
[2022-04-19 06:36:02 main:574] : INFO : Epoch 1909 | loss: 0.0311302 | val_loss: 0.0311404 | Time: 2143.49 ms
[2022-04-19 06:36:04 main:574] : INFO : Epoch 1910 | loss: 0.0311185 | val_loss: 0.0311417 | Time: 2185.2 ms
[2022-04-19 06:36:07 main:574] : INFO : Epoch 1911 | loss: 0.0311163 | val_loss: 0.0311413 | Time: 2171.41 ms
[2022-04-19 06:36:09 main:574] : INFO : Epoch 1912 | loss: 0.0311157 | val_loss: 0.0311409 | Time: 2194.73 ms
[2022-04-19 06:36:11 main:574] : INFO : Epoch 1913 | loss: 0.0311149 | val_loss: 0.0311466 | Time: 2175.33 ms
[2022-04-19 06:36:13 main:574] : INFO : Epoch 1914 | loss: 0.0311144 | val_loss: 0.0311458 | Time: 2192.75 ms
[2022-04-19 06:36:16 main:574] : INFO : Epoch 1915 | loss: 0.031117 | val_loss: 0.0311423 | Time: 2155.77 ms
[2022-04-19 06:36:18 main:574] : INFO : Epoch 1916 | loss: 0.031118 | val_loss: 0.0311437 | Time: 2165.49 ms
[2022-04-19 06:36:20 main:574] : INFO : Epoch 1917 | loss: 0.0311164 | val_loss: 0.0311387 | Time: 2124.47 ms
[2022-04-19 06:36:22 main:574] : INFO : Epoch 1918 | loss: 0.0311151 | val_loss: 0.0311411 | Time: 2159.32 ms
[2022-04-19 06:36:25 main:574] : INFO : Epoch 1919 | loss: 0.0311169 | val_loss: 0.0311432 | Time: 2161.13 ms
[2022-04-19 06:36:27 main:574] : INFO : Epoch 1920 | loss: 0.031119 | val_loss: 0.0311397 | Time: 2164.95 ms
[2022-04-19 06:36:29 main:574] : INFO : Epoch 1921 | loss: 0.0311178 | val_loss: 0.031149 | Time: 2126.39 ms
[2022-04-19 06:36:31 main:574] : INFO : Epoch 1922 | loss: 0.0311165 | val_loss: 0.0311414 | Time: 2151.03 ms
[2022-04-19 06:36:33 main:574] : INFO : Epoch 1923 | loss: 0.0311157 | val_loss: 0.0311385 | Time: 2133.33 ms
[2022-04-19 06:36:36 main:574] : INFO : Epoch 1924 | loss: 0.0311142 | val_loss: 0.0311398 | Time: 2170.58 ms
[2022-04-19 06:36:38 main:574] : INFO : Epoch 1925 | loss: 0.0311149 | val_loss: 0.0311406 | Time: 2121.48 ms
[2022-04-19 06:36:40 main:574] : INFO : Epoch 1926 | loss: 0.031115 | val_loss: 0.0311511 | Time: 2123.17 ms
[2022-04-19 06:36:42 main:574] : INFO : Epoch 1927 | loss: 0.0311147 | val_loss: 0.0311448 | Time: 2148.2 ms
[2022-04-19 06:36:44 main:574] : INFO : Epoch 1928 | loss: 0.0311138 | val_loss: 0.0311449 | Time: 2137.78 ms
[2022-04-19 06:36:47 main:574] : INFO : Epoch 1929 | loss: 0.0311152 | val_loss: 0.0311489 | Time: 2125.74 ms
[2022-04-19 06:36:49 main:574] : INFO : Epoch 1930 | loss: 0.0311191 | val_loss: 0.0311416 | Time: 2134.03 ms
[2022-04-19 06:36:51 main:574] : INFO : Epoch 1931 | loss: 0.0311168 | val_loss: 0.0311423 | Time: 2149.23 ms
[2022-04-19 06:36:53 main:574] : INFO : Epoch 1932 | loss: 0.0311189 | val_loss: 0.0311481 | Time: 2131.63 ms
[2022-04-19 06:36:55 main:574] : INFO : Epoch 1933 | loss: 0.0311215 | val_loss: 0.0311428 | Time: 2155.1 ms
[2022-04-19 06:36:58 main:574] : INFO : Epoch 1934 | loss: 0.031118 | val_loss: 0.0311371 | Time: 2142.52 ms
[2022-04-19 06:37:00 main:574] : INFO : Epoch 1935 | loss: 0.0311159 | val_loss: 0.0311395 | Time: 2195.55 ms
[2022-04-19 06:37:02 main:574] : INFO : Epoch 1936 | loss: 0.031116 | val_loss: 0.031141 | Time: 2132.96 ms
[2022-04-19 06:37:04 main:574] : INFO : Epoch 1937 | loss: 0.0311194 | val_loss: 0.0311364 | Time: 2144.66 ms
[2022-04-19 06:37:07 main:574] : INFO : Epoch 1938 | loss: 0.0311186 | val_loss: 0.0311378 | Time: 2154.42 ms
[2022-04-19 06:37:09 main:574] : INFO : Epoch 1939 | loss: 0.0311201 | val_loss: 0.0311376 | Time: 2158.23 ms
[2022-04-19 06:37:11 main:574] : INFO : Epoch 1940 | loss: 0.0311204 | val_loss: 0.0311423 | Time: 2144.77 ms
[2022-04-19 06:37:13 main:574] : INFO : Epoch 1941 | loss: 0.0311229 | val_loss: 0.0311416 | Time: 2147.89 ms
[2022-04-19 06:37:15 main:574] : INFO : Epoch 1942 | loss: 0.0311174 | val_loss: 0.0311433 | Time: 2143.55 ms
[2022-04-19 06:37:18 main:574] : INFO : Epoch 1943 | loss: 0.0311204 | val_loss: 0.0311429 | Time: 2136.71 ms
[2022-04-19 06:37:20 main:574] : INFO : Epoch 1944 | loss: 0.0311222 | val_loss: 0.0311371 | Time: 2161.24 ms
[2022-04-19 06:37:22 main:574] : INFO : Epoch 1945 | loss: 0.0311263 | val_loss: 0.0311478 | Time: 2137.82 ms
[2022-04-19 06:37:24 main:574] : INFO : Epoch 1946 | loss: 0.0311294 | val_loss: 0.0311485 | Time: 2158.29 ms
[2022-04-19 06:37:26 main:574] : INFO : Epoch 1947 | loss: 0.031126 | val_loss: 0.0311377 | Time: 2141.76 ms
[2022-04-19 06:37:29 main:574] : INFO : Epoch 1948 | loss: 0.0311205 | val_loss: 0.0311377 | Time: 2138.95 ms
[2022-04-19 06:37:31 main:574] : INFO : Epoch 1949 | loss: 0.0311199 | val_loss: 0.0311366 | Time: 2135.94 ms
[2022-04-19 06:37:33 main:574] : INFO : Epoch 1950 | loss: 0.0311227 | val_loss: 0.0311359 | Time: 2126.98 ms
[2022-04-19 06:37:35 main:574] : INFO : Epoch 1951 | loss: 0.0311214 | val_loss: 0.0311383 | Time: 2141.39 ms
[2022-04-19 06:37:37 main:574] : INFO : Epoch 1952 | loss: 0.0311179 | val_loss: 0.0311372 | Time: 2113.33 ms
[2022-04-19 06:37:40 main:574] : INFO : Epoch 1953 | loss: 0.0311171 | val_loss: 0.0311367 | Time: 2129.98 ms
[2022-04-19 06:37:42 main:574] : INFO : Epoch 1954 | loss: 0.0311186 | val_loss: 0.0311382 | Time: 2112.86 ms
[2022-04-19 06:37:44 main:574] : INFO : Epoch 1955 | loss: 0.0311243 | val_loss: 0.0311705 | Time: 2124.58 ms
[2022-04-19 06:37:46 main:574] : INFO : Epoch 1956 | loss: 0.0311307 | val_loss: 0.0311468 | Time: 2120.16 ms
[2022-04-19 06:37:48 main:574] : INFO : Epoch 1957 | loss: 0.031117 | val_loss: 0.0311363 | Time: 2102.95 ms
[2022-04-19 06:37:50 main:574] : INFO : Epoch 1958 | loss: 0.0311162 | val_loss: 0.0311335 | Time: 2135.56 ms
[2022-04-19 06:37:53 main:574] : INFO : Epoch 1959 | loss: 0.0311153 | val_loss: 0.0311347 | Time: 2160.59 ms
[2022-04-19 06:37:55 main:574] : INFO : Epoch 1960 | loss: 0.0311135 | val_loss: 0.0311365 | Time: 2098.87 ms
[2022-04-19 06:37:57 main:574] : INFO : Epoch 1961 | loss: 0.0311125 | val_loss: 0.031135 | Time: 2160.04 ms
[2022-04-19 06:37:59 main:574] : INFO : Epoch 1962 | loss: 0.0311136 | val_loss: 0.0311357 | Time: 2147.83 ms
[2022-04-19 06:38:02 main:574] : INFO : Epoch 1963 | loss: 0.031114 | val_loss: 0.031135 | Time: 2155.89 ms
[2022-04-19 06:38:04 main:574] : INFO : Epoch 1964 | loss: 0.031111 | val_loss: 0.0311343 | Time: 2148.63 ms
[2022-04-19 06:38:06 main:574] : INFO : Epoch 1965 | loss: 0.0311118 | val_loss: 0.0311323 | Time: 2075.9 ms
[2022-04-19 06:38:08 main:574] : INFO : Epoch 1966 | loss: 0.0311092 | val_loss: 0.0311365 | Time: 2114.82 ms
[2022-04-19 06:38:10 main:574] : INFO : Epoch 1967 | loss: 0.0311109 | val_loss: 0.0311344 | Time: 2121.54 ms
[2022-04-19 06:38:12 main:574] : INFO : Epoch 1968 | loss: 0.0311104 | val_loss: 0.0311377 | Time: 2139.55 ms
[2022-04-19 06:38:15 main:574] : INFO : Epoch 1969 | loss: 0.0311104 | val_loss: 0.0311373 | Time: 2170.82 ms
[2022-04-19 06:38:17 main:574] : INFO : Epoch 1970 | loss: 0.0311093 | val_loss: 0.0311425 | Time: 2123.6 ms
[2022-04-19 06:38:19 main:574] : INFO : Epoch 1971 | loss: 0.0311131 | val_loss: 0.031135 | Time: 2139.86 ms
[2022-04-19 06:38:21 main:574] : INFO : Epoch 1972 | loss: 0.0311151 | val_loss: 0.031141 | Time: 2101.89 ms
[2022-04-19 06:38:23 main:574] : INFO : Epoch 1973 | loss: 0.0311144 | val_loss: 0.0311375 | Time: 2129.83 ms
[2022-04-19 06:38:26 main:574] : INFO : Epoch 1974 | loss: 0.0311146 | val_loss: 0.0311473 | Time: 2138.71 ms
[2022-04-19 06:38:28 main:574] : INFO : Epoch 1975 | loss: 0.0311132 | val_loss: 0.0311431 | Time: 2102.1 ms
[2022-04-19 06:38:30 main:574] : INFO : Epoch 1976 | loss: 0.0311131 | val_loss: 0.03114 | Time: 2123.59 ms
[2022-04-19 06:38:32 main:574] : INFO : Epoch 1977 | loss: 0.0311131 | val_loss: 0.0311435 | Time: 2139.65 ms
[2022-04-19 06:38:34 main:574] : INFO : Epoch 1978 | loss: 0.0311122 | val_loss: 0.0311387 | Time: 2147.63 ms
[2022-04-19 06:38:36 main:574] : INFO : Epoch 1979 | loss: 0.0311126 | val_loss: 0.0311399 | Time: 2116.15 ms
[2022-04-19 06:38:39 main:574] : INFO : Epoch 1980 | loss: 0.031119 | val_loss: 0.0311412 | Time: 2114.02 ms
[2022-04-19 06:38:41 main:574] : INFO : Epoch 1981 | loss: 0.0311156 | val_loss: 0.0311424 | Time: 2150.05 ms
[2022-04-19 06:38:43 main:574] : INFO : Epoch 1982 | loss: 0.031112 | val_loss: 0.0311433 | Time: 2116.74 ms
[2022-04-19 06:38:45 main:574] : INFO : Epoch 1983 | loss: 0.0311155 | val_loss: 0.0311397 | Time: 2144.94 ms
[2022-04-19 06:38:47 main:574] : INFO : Epoch 1984 | loss: 0.0311166 | val_loss: 0.0311391 | Time: 2153.73 ms
[2022-04-19 06:38:50 main:574] : INFO : Epoch 1985 | loss: 0.031113 | val_loss: 0.0311393 | Time: 2136.22 ms
[2022-04-19 06:38:52 main:574] : INFO : Epoch 1986 | loss: 0.0311144 | val_loss: 0.031144 | Time: 2118.04 ms
[2022-04-19 06:38:54 main:574] : INFO : Epoch 1987 | loss: 0.0311186 | val_loss: 0.0311419 | Time: 2145.09 ms
[2022-04-19 06:38:56 main:574] : INFO : Epoch 1988 | loss: 0.031118 | val_loss: 0.0311389 | Time: 2112.79 ms
[2022-04-19 06:38:58 main:574] : INFO : Epoch 1989 | loss: 0.0311146 | val_loss: 0.0311373 | Time: 2133.62 ms
[2022-04-19 06:39:00 main:574] : INFO : Epoch 1990 | loss: 0.0311122 | val_loss: 0.0311385 | Time: 2186.27 ms
[2022-04-19 06:39:03 main:574] : INFO : Epoch 1991 | loss: 0.0311186 | val_loss: 0.0311403 | Time: 2158.73 ms
[2022-04-19 06:39:05 main:574] : INFO : Epoch 1992 | loss: 0.0311138 | val_loss: 0.0311373 | Time: 2141.56 ms
[2022-04-19 06:39:07 main:574] : INFO : Epoch 1993 | loss: 0.0311136 | val_loss: 0.0311484 | Time: 2148.8 ms
[2022-04-19 06:39:09 main:574] : INFO : Epoch 1994 | loss: 0.0311131 | val_loss: 0.0311442 | Time: 2106.25 ms
[2022-04-19 06:39:12 main:574] : INFO : Epoch 1995 | loss: 0.031114 | val_loss: 0.0311421 | Time: 2155.68 ms
[2022-04-19 06:39:14 main:574] : INFO : Epoch 1996 | loss: 0.0311159 | val_loss: 0.0311422 | Time: 2108.06 ms
[2022-04-19 06:39:16 main:574] : INFO : Epoch 1997 | loss: 0.0311192 | val_loss: 0.0311413 | Time: 2168.2 ms
[2022-04-19 06:39:18 main:574] : INFO : Epoch 1998 | loss: 0.0311212 | val_loss: 0.0311377 | Time: 2066.21 ms
[2022-04-19 06:39:20 main:574] : INFO : Epoch 1999 | loss: 0.0311171 | val_loss: 0.0311368 | Time: 2145.66 ms
[2022-04-19 06:39:22 main:574] : INFO : Epoch 2000 | loss: 0.0311149 | val_loss: 0.0311407 | Time: 2110.09 ms
[2022-04-19 06:39:25 main:574] : INFO : Epoch 2001 | loss: 0.0311153 | val_loss: 0.0311377 | Time: 2113.41 ms
[2022-04-19 06:39:27 main:574] : INFO : Epoch 2002 | loss: 0.0311143 | val_loss: 0.0311401 | Time: 2124.28 ms
[2022-04-19 06:39:29 main:574] : INFO : Epoch 2003 | loss: 0.0311121 | val_loss: 0.0311443 | Time: 2133.01 ms
[2022-04-19 06:39:31 main:574] : INFO : Epoch 2004 | loss: 0.0311125 | val_loss: 0.0311391 | Time: 2126.46 ms
[2022-04-19 06:39:33 main:574] : INFO : Epoch 2005 | loss: 0.0311104 | val_loss: 0.0311409 | Time: 2037.12 ms
[2022-04-19 06:39:36 main:574] : INFO : Epoch 2006 | loss: 0.0311105 | val_loss: 0.0311429 | Time: 2155.61 ms
[2022-04-19 06:39:38 main:574] : INFO : Epoch 2007 | loss: 0.0311109 | val_loss: 0.0311461 | Time: 2126.21 ms
[2022-04-19 06:39:40 main:574] : INFO : Epoch 2008 | loss: 0.0311155 | val_loss: 0.0311368 | Time: 2146.14 ms
[2022-04-19 06:39:42 main:574] : INFO : Epoch 2009 | loss: 0.031116 | val_loss: 0.0311428 | Time: 2132.48 ms
[2022-04-19 06:39:44 main:574] : INFO : Epoch 2010 | loss: 0.0311128 | val_loss: 0.0311387 | Time: 2147.85 ms
[2022-04-19 06:39:47 main:574] : INFO : Epoch 2011 | loss: 0.0311147 | val_loss: 0.0311368 | Time: 2131.6 ms
[2022-04-19 06:39:49 main:574] : INFO : Epoch 2012 | loss: 0.0311102 | val_loss: 0.0311398 | Time: 2149.83 ms
[2022-04-19 06:39:51 main:574] : INFO : Epoch 2013 | loss: 0.0311097 | val_loss: 0.0311363 | Time: 2131.46 ms
[2022-04-19 06:39:53 main:574] : INFO : Epoch 2014 | loss: 0.0311101 | val_loss: 0.0311387 | Time: 2130.75 ms
[2022-04-19 06:39:55 main:574] : INFO : Epoch 2015 | loss: 0.03111 | val_loss: 0.0311362 | Time: 2167.99 ms
[2022-04-19 06:39:58 main:574] : INFO : Epoch 2016 | loss: 0.0311135 | val_loss: 0.0311505 | Time: 2130.6 ms
[2022-04-19 06:40:00 main:574] : INFO : Epoch 2017 | loss: 0.0311161 | val_loss: 0.0311375 | Time: 2146.12 ms
[2022-04-19 06:40:02 main:574] : INFO : Epoch 2018 | loss: 0.0311162 | val_loss: 0.0311434 | Time: 2147.8 ms
[2022-04-19 06:40:04 main:574] : INFO : Epoch 2019 | loss: 0.0311172 | val_loss: 0.0311396 | Time: 2129.61 ms
[2022-04-19 06:40:06 main:574] : INFO : Epoch 2020 | loss: 0.0311138 | val_loss: 0.0311427 | Time: 2138.04 ms
[2022-04-19 06:40:09 main:574] : INFO : Epoch 2021 | loss: 0.0311121 | val_loss: 0.0311427 | Time: 2140.5 ms
[2022-04-19 06:40:11 main:574] : INFO : Epoch 2022 | loss: 0.0311117 | val_loss: 0.0311377 | Time: 2120.9 ms
[2022-04-19 06:40:13 main:574] : INFO : Epoch 2023 | loss: 0.0311106 | val_loss: 0.0311394 | Time: 2159.35 ms
[2022-04-19 06:40:15 main:574] : INFO : Epoch 2024 | loss: 0.0311094 | val_loss: 0.031142 | Time: 2119.85 ms
[2022-04-19 06:40:17 main:574] : INFO : Epoch 2025 | loss: 0.0311127 | val_loss: 0.0311431 | Time: 2105.33 ms
[2022-04-19 06:40:20 main:574] : INFO : Epoch 2026 | loss: 0.0311143 | val_loss: 0.0311404 | Time: 2115.65 ms
[2022-04-19 06:40:22 main:574] : INFO : Epoch 2027 | loss: 0.0311191 | val_loss: 0.0311493 | Time: 2169.85 ms
[2022-04-19 06:40:24 main:574] : INFO : Epoch 2028 | loss: 0.0311222 | val_loss: 0.0311499 | Time: 2166.97 ms
[2022-04-19 06:40:26 main:574] : INFO : Epoch 2029 | loss: 0.031119 | val_loss: 0.0311395 | Time: 2147.23 ms
[2022-04-19 06:40:28 main:574] : INFO : Epoch 2030 | loss: 0.0311204 | val_loss: 0.0311404 | Time: 2159.31 ms
[2022-04-19 06:40:31 main:574] : INFO : Epoch 2031 | loss: 0.0311152 | val_loss: 0.03114 | Time: 2103.94 ms
[2022-04-19 06:40:33 main:574] : INFO : Epoch 2032 | loss: 0.0311143 | val_loss: 0.0311407 | Time: 2179.16 ms
[2022-04-19 06:40:35 main:574] : INFO : Epoch 2033 | loss: 0.0311152 | val_loss: 0.0311401 | Time: 2143.26 ms
[2022-04-19 06:40:37 main:574] : INFO : Epoch 2034 | loss: 0.0311152 | val_loss: 0.0311381 | Time: 2143.01 ms
[2022-04-19 06:40:39 main:574] : INFO : Epoch 2035 | loss: 0.0311132 | val_loss: 0.0311398 | Time: 2050.25 ms
[2022-04-19 06:40:41 main:574] : INFO : Epoch 2036 | loss: 0.031115 | val_loss: 0.0311393 | Time: 1757.69 ms
[2022-04-19 06:40:43 main:574] : INFO : Epoch 2037 | loss: 0.0311164 | val_loss: 0.031146 | Time: 1838.31 ms
[2022-04-19 06:40:45 main:574] : INFO : Epoch 2038 | loss: 0.0311182 | val_loss: 0.0311356 | Time: 1905.54 ms
[2022-04-19 06:40:48 main:574] : INFO : Epoch 2039 | loss: 0.0311139 | val_loss: 0.0311334 | Time: 1814.23 ms
[2022-04-19 06:40:51 main:574] : INFO : Epoch 2040 | loss: 0.0311143 | val_loss: 0.031143 | Time: 1793.86 ms
[2022-04-19 06:40:54 main:574] : INFO : Epoch 2041 | loss: 0.0311138 | val_loss: 0.0311361 | Time: 1807.21 ms
[2022-04-19 06:40:57 main:574] : INFO : Epoch 2042 | loss: 0.031113 | val_loss: 0.0311432 | Time: 1804.82 ms
[2022-04-19 06:41:00 main:574] : INFO : Epoch 2043 | loss: 0.0311146 | val_loss: 0.0311441 | Time: 1724.4 ms
[2022-04-19 06:41:02 main:574] : INFO : Epoch 2044 | loss: 0.0311117 | val_loss: 0.0311503 | Time: 1765.42 ms
[2022-04-19 06:41:04 main:574] : INFO : Epoch 2045 | loss: 0.0311108 | val_loss: 0.031138 | Time: 1808.13 ms
[2022-04-19 06:41:06 main:574] : INFO : Epoch 2046 | loss: 0.0311098 | val_loss: 0.0311367 | Time: 1821.76 ms
[2022-04-19 06:41:08 main:574] : INFO : Epoch 2047 | loss: 0.0311112 | val_loss: 0.0311414 | Time: 1848.98 ms
[2022-04-19 06:41:10 main:574] : INFO : Epoch 2048 | loss: 0.0311077 | val_loss: 0.0311384 | Time: 1856.46 ms
[2022-04-19 06:41:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311384
[2022-04-19 06:41:10 main:603] : INFO : Saving end state to config to file
[2022-04-19 06:41:10 main:608] : INFO : Success, exiting..
06:41:10 (16632): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)