Task 14624259
| Name | ParityModified-1647046781-19298-3-0_1 |
| Workunit | 11617128 |
| Created | 18 Apr 2022, 22:12:58 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 20 Apr 2022, 22:20:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 13 min 39 sec |
| CPU time | 1 hours 13 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311462 | val_loss: 0.0311589 | Time: 2135.17 ms
[2022-04-20 23:01:44 main:581] : INFO : Epoch 1539 | loss: 0.0311469 | val_loss: 0.0311594 | Time: 2184.35 ms
[2022-04-20 23:01:46 main:581] : INFO : Epoch 1540 | loss: 0.0311474 | val_loss: 0.0311588 | Time: 2129.8 ms
[2022-04-20 23:01:48 main:581] : INFO : Epoch 1541 | loss: 0.0311497 | val_loss: 0.0311567 | Time: 2150.01 ms
[2022-04-20 23:01:50 main:581] : INFO : Epoch 1542 | loss: 0.0311574 | val_loss: 0.0311621 | Time: 2125.69 ms
[2022-04-20 23:01:53 main:581] : INFO : Epoch 1543 | loss: 0.0311618 | val_loss: 0.0311643 | Time: 2158.13 ms
[2022-04-20 23:01:55 main:581] : INFO : Epoch 1544 | loss: 0.031158 | val_loss: 0.03116 | Time: 2140.17 ms
[2022-04-20 23:01:57 main:581] : INFO : Epoch 1545 | loss: 0.0311544 | val_loss: 0.0311573 | Time: 2146.3 ms
[2022-04-20 23:01:59 main:581] : INFO : Epoch 1546 | loss: 0.0311523 | val_loss: 0.0311543 | Time: 2153.68 ms
[2022-04-20 23:02:01 main:581] : INFO : Epoch 1547 | loss: 0.0311519 | val_loss: 0.0311555 | Time: 2130.71 ms
[2022-04-20 23:02:03 main:581] : INFO : Epoch 1548 | loss: 0.0311515 | val_loss: 0.0311548 | Time: 2141.53 ms
[2022-04-20 23:02:05 main:581] : INFO : Epoch 1549 | loss: 0.0311497 | val_loss: 0.0311536 | Time: 2106.96 ms
[2022-04-20 23:02:08 main:581] : INFO : Epoch 1550 | loss: 0.0311498 | val_loss: 0.0311545 | Time: 2114.1 ms
[2022-04-20 23:02:10 main:581] : INFO : Epoch 1551 | loss: 0.0311491 | val_loss: 0.0311556 | Time: 2118.16 ms
[2022-04-20 23:02:12 main:581] : INFO : Epoch 1552 | loss: 0.0311493 | val_loss: 0.031156 | Time: 2106.27 ms
[2022-04-20 23:02:14 main:581] : INFO : Epoch 1553 | loss: 0.0311497 | val_loss: 0.0311575 | Time: 2170.61 ms
[2022-04-20 23:02:16 main:581] : INFO : Epoch 1554 | loss: 0.0311487 | val_loss: 0.0311547 | Time: 2131.36 ms
[2022-04-20 23:02:18 main:581] : INFO : Epoch 1555 | loss: 0.0311482 | val_loss: 0.0311546 | Time: 2118.88 ms
[2022-04-20 23:02:20 main:581] : INFO : Epoch 1556 | loss: 0.031148 | val_loss: 0.0311537 | Time: 2106.22 ms
[2022-04-20 23:02:22 main:581] : INFO : Epoch 1557 | loss: 0.0311473 | val_loss: 0.0311545 | Time: 2130.78 ms
[2022-04-20 23:02:25 main:581] : INFO : Epoch 1558 | loss: 0.0311488 | val_loss: 0.0311556 | Time: 2158.54 ms
[2022-04-20 23:02:27 main:581] : INFO : Epoch 1559 | loss: 0.0311482 | val_loss: 0.0311553 | Time: 2173.27 ms
[2022-04-20 23:02:29 main:581] : INFO : Epoch 1560 | loss: 0.0311473 | val_loss: 0.0311553 | Time: 2108.12 ms
[2022-04-20 23:02:31 main:581] : INFO : Epoch 1561 | loss: 0.0311483 | val_loss: 0.0311519 | Time: 2153.67 ms
[2022-04-20 23:02:33 main:581] : INFO : Epoch 1562 | loss: 0.0311463 | val_loss: 0.0311512 | Time: 2112.43 ms
[2022-04-20 23:02:35 main:581] : INFO : Epoch 1563 | loss: 0.0311455 | val_loss: 0.0311531 | Time: 2131.52 ms
[2022-04-20 23:02:37 main:581] : INFO : Epoch 1564 | loss: 0.0311445 | val_loss: 0.0311523 | Time: 2085.21 ms
[2022-04-20 23:02:39 main:581] : INFO : Epoch 1565 | loss: 0.0311446 | val_loss: 0.0311521 | Time: 2110.76 ms
[2022-04-20 23:02:42 main:581] : INFO : Epoch 1566 | loss: 0.0311449 | val_loss: 0.0311518 | Time: 2129.09 ms
[2022-04-20 23:02:44 main:581] : INFO : Epoch 1567 | loss: 0.0311445 | val_loss: 0.0311521 | Time: 2106.58 ms
[2022-04-20 23:02:46 main:581] : INFO : Epoch 1568 | loss: 0.031146 | val_loss: 0.0311555 | Time: 2117.81 ms
[2022-04-20 23:02:48 main:581] : INFO : Epoch 1569 | loss: 0.0311462 | val_loss: 0.0311519 | Time: 2110.91 ms
[2022-04-20 23:02:50 main:581] : INFO : Epoch 1570 | loss: 0.0311451 | val_loss: 0.0311555 | Time: 2097.39 ms
[2022-04-20 23:02:52 main:581] : INFO : Epoch 1571 | loss: 0.0311453 | val_loss: 0.0311526 | Time: 2095.28 ms
[2022-04-20 23:02:54 main:581] : INFO : Epoch 1572 | loss: 0.0311437 | val_loss: 0.0311522 | Time: 2102.12 ms
[2022-04-20 23:02:56 main:581] : INFO : Epoch 1573 | loss: 0.0311436 | val_loss: 0.0311493 | Time: 2137.17 ms
[2022-04-20 23:02:59 main:581] : INFO : Epoch 1574 | loss: 0.0311426 | val_loss: 0.0311483 | Time: 2202.06 ms
[2022-04-20 23:03:01 main:581] : INFO : Epoch 1575 | loss: 0.0311425 | val_loss: 0.0311479 | Time: 2222.65 ms
[2022-04-20 23:03:03 main:581] : INFO : Epoch 1576 | loss: 0.0311436 | val_loss: 0.0311509 | Time: 2143.88 ms
[2022-04-20 23:03:05 main:581] : INFO : Epoch 1577 | loss: 0.0311467 | val_loss: 0.0311555 | Time: 2130.23 ms
[2022-04-20 23:03:07 main:581] : INFO : Epoch 1578 | loss: 0.0311463 | val_loss: 0.0311524 | Time: 2164.51 ms
[2022-04-20 23:03:09 main:581] : INFO : Epoch 1579 | loss: 0.0311455 | val_loss: 0.0311509 | Time: 2139.08 ms
[2022-04-20 23:03:12 main:581] : INFO : Epoch 1580 | loss: 0.0311436 | val_loss: 0.0311513 | Time: 2117.71 ms
[2022-04-20 23:03:14 main:581] : INFO : Epoch 1581 | loss: 0.031143 | val_loss: 0.0311497 | Time: 2114.04 ms
[2022-04-20 23:03:16 main:581] : INFO : Epoch 1582 | loss: 0.0311438 | val_loss: 0.0311519 | Time: 2088.69 ms
[2022-04-20 23:03:18 main:581] : INFO : Epoch 1583 | loss: 0.0311424 | val_loss: 0.0311483 | Time: 2106.13 ms
[2022-04-20 23:03:20 main:581] : INFO : Epoch 1584 | loss: 0.0311414 | val_loss: 0.0311493 | Time: 2114.36 ms
[2022-04-20 23:03:22 main:581] : INFO : Epoch 1585 | loss: 0.031141 | val_loss: 0.0311499 | Time: 2073.41 ms
[2022-04-20 23:03:24 main:581] : INFO : Epoch 1586 | loss: 0.0311404 | val_loss: 0.0311496 | Time: 2086.83 ms
[2022-04-20 23:03:26 main:581] : INFO : Epoch 1587 | loss: 0.0311411 | val_loss: 0.0311478 | Time: 2101.91 ms
[2022-04-20 23:03:28 main:581] : INFO : Epoch 1588 | loss: 0.0311428 | val_loss: 0.0311488 | Time: 2111.81 ms
[2022-04-20 23:03:30 main:581] : INFO : Epoch 1589 | loss: 0.0311418 | val_loss: 0.0311521 | Time: 2102.06 ms
[2022-04-20 23:03:33 main:581] : INFO : Epoch 1590 | loss: 0.0311453 | val_loss: 0.0311533 | Time: 2125.08 ms
[2022-04-20 23:03:35 main:581] : INFO : Epoch 1591 | loss: 0.0311458 | val_loss: 0.0311514 | Time: 2114.54 ms
[2022-04-20 23:03:37 main:581] : INFO : Epoch 1592 | loss: 0.0311432 | val_loss: 0.031149 | Time: 2111.02 ms
[2022-04-20 23:03:39 main:581] : INFO : Epoch 1593 | loss: 0.0311425 | val_loss: 0.0311491 | Time: 2169.86 ms
[2022-04-20 23:03:41 main:581] : INFO : Epoch 1594 | loss: 0.0311422 | val_loss: 0.0311467 | Time: 2134.2 ms
[2022-04-20 23:03:43 main:581] : INFO : Epoch 1595 | loss: 0.0311416 | val_loss: 0.0311481 | Time: 2097.67 ms
[2022-04-20 23:03:45 main:581] : INFO : Epoch 1596 | loss: 0.0311411 | val_loss: 0.0311465 | Time: 2152.11 ms
[2022-04-20 23:03:47 main:581] : INFO : Epoch 1597 | loss: 0.0311417 | val_loss: 0.0311464 | Time: 2139.36 ms
[2022-04-20 23:03:50 main:581] : INFO : Epoch 1598 | loss: 0.0311422 | val_loss: 0.031146 | Time: 2159.66 ms
[2022-04-20 23:03:52 main:581] : INFO : Epoch 1599 | loss: 0.0311429 | val_loss: 0.0311456 | Time: 2087.69 ms
[2022-04-20 23:03:54 main:581] : INFO : Epoch 1600 | loss: 0.0311436 | val_loss: 0.0311472 | Time: 2115.99 ms
[2022-04-20 23:03:56 main:581] : INFO : Epoch 1601 | loss: 0.0311423 | val_loss: 0.0311471 | Time: 2068.97 ms
[2022-04-20 23:03:58 main:581] : INFO : Epoch 1602 | loss: 0.0311423 | val_loss: 0.0311464 | Time: 2131.23 ms
[2022-04-20 23:04:00 main:581] : INFO : Epoch 1603 | loss: 0.0311416 | val_loss: 0.0311449 | Time: 2168.57 ms
[2022-04-20 23:04:02 main:581] : INFO : Epoch 1604 | loss: 0.0311416 | val_loss: 0.0311474 | Time: 2156.44 ms
[2022-04-20 23:04:05 main:581] : INFO : Epoch 1605 | loss: 0.0311397 | val_loss: 0.0311483 | Time: 2186.53 ms
[2022-04-20 23:04:07 main:581] : INFO : Epoch 1606 | loss: 0.0311398 | val_loss: 0.0311472 | Time: 2184.85 ms
[2022-04-20 23:04:09 main:581] : INFO : Epoch 1607 | loss: 0.0311385 | val_loss: 0.0311472 | Time: 2183.67 ms
[2022-04-20 23:04:11 main:581] : INFO : Epoch 1608 | loss: 0.0311383 | val_loss: 0.0311486 | Time: 2124.3 ms
[2022-04-20 23:04:13 main:581] : INFO : Epoch 1609 | loss: 0.0311377 | val_loss: 0.0311472 | Time: 2169.31 ms
[2022-04-20 23:04:15 main:581] : INFO : Epoch 1610 | loss: 0.0311375 | val_loss: 0.0311475 | Time: 2186.37 ms
[2022-04-20 23:04:18 main:581] : INFO : Epoch 1611 | loss: 0.031138 | val_loss: 0.0311487 | Time: 2111.09 ms
[2022-04-20 23:04:20 main:581] : INFO : Epoch 1612 | loss: 0.0311387 | val_loss: 0.0311515 | Time: 2113.42 ms
[2022-04-20 23:04:22 main:581] : INFO : Epoch 1613 | loss: 0.0311405 | val_loss: 0.0311543 | Time: 2116.14 ms
[2022-04-20 23:04:24 main:581] : INFO : Epoch 1614 | loss: 0.031141 | val_loss: 0.0311499 | Time: 2143.66 ms
[2022-04-20 23:04:26 main:581] : INFO : Epoch 1615 | loss: 0.0311402 | val_loss: 0.0311488 | Time: 2105.92 ms
[2022-04-20 23:04:28 main:581] : INFO : Epoch 1616 | loss: 0.0311411 | val_loss: 0.0311506 | Time: 2129.67 ms
[2022-04-20 23:04:30 main:581] : INFO : Epoch 1617 | loss: 0.031142 | val_loss: 0.0311538 | Time: 2150.3 ms
[2022-04-20 23:04:32 main:581] : INFO : Epoch 1618 | loss: 0.0311439 | val_loss: 0.0311516 | Time: 2143.64 ms
[2022-04-20 23:04:34 main:581] : INFO : Epoch 1619 | loss: 0.0311421 | val_loss: 0.0311462 | Time: 2080.3 ms
[2022-04-20 23:04:37 main:581] : INFO : Epoch 1620 | loss: 0.0311391 | val_loss: 0.0311489 | Time: 2102.61 ms
[2022-04-20 23:04:39 main:581] : INFO : Epoch 1621 | loss: 0.0311386 | val_loss: 0.0311468 | Time: 2122.35 ms
[2022-04-20 23:04:41 main:581] : INFO : Epoch 1622 | loss: 0.0311391 | val_loss: 0.0311483 | Time: 2204.39 ms
[2022-04-20 23:04:43 main:581] : INFO : Epoch 1623 | loss: 0.0311393 | val_loss: 0.0311518 | Time: 2131.57 ms
[2022-04-20 23:04:45 main:581] : INFO : Epoch 1624 | loss: 0.0311437 | val_loss: 0.0311491 | Time: 2122.05 ms
[2022-04-20 23:04:47 main:581] : INFO : Epoch 1625 | loss: 0.0311406 | val_loss: 0.0311485 | Time: 2177.25 ms
[2022-04-20 23:04:49 main:581] : INFO : Epoch 1626 | loss: 0.0311414 | val_loss: 0.0311522 | Time: 2147.71 ms
[2022-04-20 23:04:52 main:581] : INFO : Epoch 1627 | loss: 0.0311405 | val_loss: 0.0311504 | Time: 2114.9 ms
[2022-04-20 23:04:54 main:581] : INFO : Epoch 1628 | loss: 0.0311395 | val_loss: 0.0311515 | Time: 2112.79 ms
[2022-04-20 23:04:56 main:581] : INFO : Epoch 1629 | loss: 0.0311387 | val_loss: 0.0311542 | Time: 2112.21 ms
[2022-04-20 23:04:58 main:581] : INFO : Epoch 1630 | loss: 0.0311399 | val_loss: 0.0311499 | Time: 2116.55 ms
[2022-04-20 23:05:00 main:581] : INFO : Epoch 1631 | loss: 0.0311379 | val_loss: 0.0311509 | Time: 2147.34 ms
[2022-04-20 23:05:02 main:581] : INFO : Epoch 1632 | loss: 0.0311382 | val_loss: 0.031153 | Time: 2154.65 ms
[2022-04-20 23:05:04 main:581] : INFO : Epoch 1633 | loss: 0.0311384 | val_loss: 0.0311513 | Time: 2128.06 ms
[2022-04-20 23:05:07 main:581] : INFO : Epoch 1634 | loss: 0.0311377 | val_loss: 0.0311519 | Time: 2190.35 ms
[2022-04-20 23:05:09 main:581] : INFO : Epoch 1635 | loss: 0.0311384 | val_loss: 0.0311495 | Time: 2161.1 ms
[2022-04-20 23:05:11 main:581] : INFO : Epoch 1636 | loss: 0.0311368 | val_loss: 0.0311508 | Time: 2162.67 ms
[2022-04-20 23:05:13 main:581] : INFO : Epoch 1637 | loss: 0.031139 | val_loss: 0.0311545 | Time: 2176.08 ms
[2022-04-20 23:05:15 main:581] : INFO : Epoch 1638 | loss: 0.0311377 | val_loss: 0.0311533 | Time: 2205.73 ms
[2022-04-20 23:05:17 main:581] : INFO : Epoch 1639 | loss: 0.0311363 | val_loss: 0.0311494 | Time: 2126.83 ms
[2022-04-20 23:05:20 main:581] : INFO : Epoch 1640 | loss: 0.0311375 | val_loss: 0.0311524 | Time: 2165.11 ms
[2022-04-20 23:05:22 main:581] : INFO : Epoch 1641 | loss: 0.0311425 | val_loss: 0.0311448 | Time: 2125.74 ms
[2022-04-20 23:05:24 main:581] : INFO : Epoch 1642 | loss: 0.0311393 | val_loss: 0.031149 | Time: 2123.24 ms
[2022-04-20 23:05:26 main:581] : INFO : Epoch 1643 | loss: 0.0311371 | val_loss: 0.031147 | Time: 2162.57 ms
[2022-04-20 23:05:28 main:581] : INFO : Epoch 1644 | loss: 0.0311385 | val_loss: 0.031147 | Time: 2134.87 ms
[2022-04-20 23:05:30 main:581] : INFO : Epoch 1645 | loss: 0.0311363 | val_loss: 0.0311491 | Time: 2139.77 ms
[2022-04-20 23:05:32 main:581] : INFO : Epoch 1646 | loss: 0.0311349 | val_loss: 0.0311519 | Time: 2143.8 ms
[2022-04-20 23:05:35 main:581] : INFO : Epoch 1647 | loss: 0.0311365 | val_loss: 0.031151 | Time: 2119.02 ms
[2022-04-20 23:05:37 main:581] : INFO : Epoch 1648 | loss: 0.0311356 | val_loss: 0.0311481 | Time: 2166.36 ms
[2022-04-20 23:05:39 main:581] : INFO : Epoch 1649 | loss: 0.0311353 | val_loss: 0.0311472 | Time: 2155.81 ms
[2022-04-20 23:05:41 main:581] : INFO : Epoch 1650 | loss: 0.0311357 | val_loss: 0.0311521 | Time: 2127.19 ms
[2022-04-20 23:05:43 main:581] : INFO : Epoch 1651 | loss: 0.031135 | val_loss: 0.0311485 | Time: 2165.6 ms
[2022-04-20 23:05:45 main:581] : INFO : Epoch 1652 | loss: 0.0311358 | val_loss: 0.0311466 | Time: 2177.38 ms
[2022-04-20 23:05:47 main:581] : INFO : Epoch 1653 | loss: 0.0311353 | val_loss: 0.0311479 | Time: 2146.45 ms
[2022-04-20 23:05:50 main:581] : INFO : Epoch 1654 | loss: 0.0311354 | val_loss: 0.0311474 | Time: 2165.88 ms
[2022-04-20 23:05:52 main:581] : INFO : Epoch 1655 | loss: 0.0311356 | val_loss: 0.0311524 | Time: 2127.97 ms
[2022-04-20 23:05:54 main:581] : INFO : Epoch 1656 | loss: 0.0311391 | val_loss: 0.0311435 | Time: 2110.91 ms
[2022-04-20 23:05:56 main:581] : INFO : Epoch 1657 | loss: 0.0311378 | val_loss: 0.0311489 | Time: 2113.94 ms
[2022-04-20 23:05:58 main:581] : INFO : Epoch 1658 | loss: 0.0311384 | val_loss: 0.0311474 | Time: 2114.89 ms
[2022-04-20 23:06:00 main:581] : INFO : Epoch 1659 | loss: 0.0311375 | val_loss: 0.0311506 | Time: 2136.74 ms
[2022-04-20 23:06:02 main:581] : INFO : Epoch 1660 | loss: 0.0311403 | val_loss: 0.0311533 | Time: 2126.16 ms
[2022-04-20 23:06:05 main:581] : INFO : Epoch 1661 | loss: 0.0311386 | val_loss: 0.0311502 | Time: 2134.15 ms
[2022-04-20 23:06:07 main:581] : INFO : Epoch 1662 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 2151.64 ms
[2022-04-20 23:06:09 main:581] : INFO : Epoch 1663 | loss: 0.0311407 | val_loss: 0.0311489 | Time: 2130.08 ms
[2022-04-20 23:06:11 main:581] : INFO : Epoch 1664 | loss: 0.0311373 | val_loss: 0.0311478 | Time: 2122.09 ms
[2022-04-20 23:06:13 main:581] : INFO : Epoch 1665 | loss: 0.0311387 | val_loss: 0.0311502 | Time: 2147.93 ms
[2022-04-20 23:06:15 main:581] : INFO : Epoch 1666 | loss: 0.0311403 | val_loss: 0.0311493 | Time: 2125.89 ms
[2022-04-20 23:06:17 main:581] : INFO : Epoch 1667 | loss: 0.0311405 | val_loss: 0.031151 | Time: 2145.4 ms
[2022-04-20 23:06:19 main:581] : INFO : Epoch 1668 | loss: 0.0311399 | val_loss: 0.0311496 | Time: 2131.87 ms
[2022-04-20 23:06:22 main:581] : INFO : Epoch 1669 | loss: 0.0311422 | val_loss: 0.0311511 | Time: 2123.04 ms
[2022-04-20 23:06:24 main:581] : INFO : Epoch 1670 | loss: 0.0311414 | val_loss: 0.0311548 | Time: 2130.44 ms
[2022-04-20 23:06:26 main:581] : INFO : Epoch 1671 | loss: 0.0311398 | val_loss: 0.0311564 | Time: 2113.46 ms
[2022-04-20 23:06:28 main:581] : INFO : Epoch 1672 | loss: 0.0311435 | val_loss: 0.0311627 | Time: 2128.87 ms
[2022-04-20 23:06:30 main:581] : INFO : Epoch 1673 | loss: 0.0311477 | val_loss: 0.0311612 | Time: 2158.04 ms
[2022-04-20 23:06:32 main:581] : INFO : Epoch 1674 | loss: 0.0311466 | val_loss: 0.0311513 | Time: 2114.99 ms
[2022-04-20 23:06:34 main:581] : INFO : Epoch 1675 | loss: 0.0311431 | val_loss: 0.0311589 | Time: 2144.84 ms
[2022-04-20 23:06:37 main:581] : INFO : Epoch 1676 | loss: 0.031144 | val_loss: 0.0311528 | Time: 2127.46 ms
[2022-04-20 23:06:39 main:581] : INFO : Epoch 1677 | loss: 0.0311413 | val_loss: 0.0311606 | Time: 2127.57 ms
[2022-04-20 23:06:41 main:581] : INFO : Epoch 1678 | loss: 0.0311449 | val_loss: 0.0311684 | Time: 2140.13 ms
[2022-04-20 23:06:43 main:581] : INFO : Epoch 1679 | loss: 0.0311448 | val_loss: 0.0311508 | Time: 2164.43 ms
[2022-04-20 23:06:45 main:581] : INFO : Epoch 1680 | loss: 0.0311423 | val_loss: 0.0311506 | Time: 2160.49 ms
[2022-04-20 23:06:47 main:581] : INFO : Epoch 1681 | loss: 0.0311408 | val_loss: 0.0311537 | Time: 2121.13 ms
[2022-04-20 23:06:49 main:581] : INFO : Epoch 1682 | loss: 0.0311432 | val_loss: 0.0311449 | Time: 2165.36 ms
[2022-04-20 23:06:52 main:581] : INFO : Epoch 1683 | loss: 0.0311366 | val_loss: 0.0311495 | Time: 2117.82 ms
[2022-04-20 23:06:54 main:581] : INFO : Epoch 1684 | loss: 0.031139 | val_loss: 0.0311501 | Time: 2107.45 ms
[2022-04-20 23:06:56 main:581] : INFO : Epoch 1685 | loss: 0.0311374 | val_loss: 0.0311485 | Time: 2139.81 ms
[2022-04-20 23:06:58 main:581] : INFO : Epoch 1686 | loss: 0.0311374 | val_loss: 0.031152 | Time: 2132.87 ms
[2022-04-20 23:07:00 main:581] : INFO : Epoch 1687 | loss: 0.0311393 | val_loss: 0.0311564 | Time: 2170.24 ms
[2022-04-20 23:07:02 main:581] : INFO : Epoch 1688 | loss: 0.0311442 | val_loss: 0.0311663 | Time: 2177.46 ms
[2022-04-20 23:07:04 main:581] : INFO : Epoch 1689 | loss: 0.0311408 | val_loss: 0.0311521 | Time: 2192.56 ms
[2022-04-20 23:07:07 main:581] : INFO : Epoch 1690 | loss: 0.0311396 | val_loss: 0.0311493 | Time: 2192.8 ms
[2022-04-20 23:07:09 main:581] : INFO : Epoch 1691 | loss: 0.0311392 | val_loss: 0.0311461 | Time: 2184.23 ms
[2022-04-20 23:07:11 main:581] : INFO : Epoch 1692 | loss: 0.0311359 | val_loss: 0.0311505 | Time: 2177.76 ms
[2022-04-20 23:07:13 main:581] : INFO : Epoch 1693 | loss: 0.0311372 | val_loss: 0.0311447 | Time: 2170.8 ms
[2022-04-20 23:07:15 main:581] : INFO : Epoch 1694 | loss: 0.0311358 | val_loss: 0.0311477 | Time: 2221.86 ms
[2022-04-20 23:07:18 main:581] : INFO : Epoch 1695 | loss: 0.0311359 | val_loss: 0.0311433 | Time: 2181.28 ms
[2022-04-20 23:07:20 main:581] : INFO : Epoch 1696 | loss: 0.0311345 | val_loss: 0.0311436 | Time: 2176.08 ms
[2022-04-20 23:07:22 main:581] : INFO : Epoch 1697 | loss: 0.0311346 | val_loss: 0.031142 | Time: 2160.92 ms
[2022-04-20 23:07:24 main:581] : INFO : Epoch 1698 | loss: 0.0311336 | val_loss: 0.0311442 | Time: 2147.79 ms
[2022-04-20 23:07:26 main:581] : INFO : Epoch 1699 | loss: 0.031136 | val_loss: 0.0311438 | Time: 2188.93 ms
[2022-04-20 23:07:28 main:581] : INFO : Epoch 1700 | loss: 0.0311346 | val_loss: 0.0311547 | Time: 2171.58 ms
[2022-04-20 23:07:31 main:581] : INFO : Epoch 1701 | loss: 0.031137 | val_loss: 0.0311442 | Time: 2213.32 ms
[2022-04-20 23:07:33 main:581] : INFO : Epoch 1702 | loss: 0.0311344 | val_loss: 0.031145 | Time: 2180.68 ms
[2022-04-20 23:07:35 main:581] : INFO : Epoch 1703 | loss: 0.0311352 | val_loss: 0.0311459 | Time: 2172.13 ms
[2022-04-20 23:07:37 main:581] : INFO : Epoch 1704 | loss: 0.0311366 | val_loss: 0.0311498 | Time: 2179.46 ms
[2022-04-20 23:07:39 main:581] : INFO : Epoch 1705 | loss: 0.0311379 | val_loss: 0.0311656 | Time: 2177.45 ms
[2022-04-20 23:07:42 main:581] : INFO : Epoch 1706 | loss: 0.03114 | val_loss: 0.0311485 | Time: 2164.38 ms
[2022-04-20 23:07:44 main:581] : INFO : Epoch 1707 | loss: 0.031133 | val_loss: 0.0311441 | Time: 2198.56 ms
[2022-04-20 23:07:46 main:581] : INFO : Epoch 1708 | loss: 0.0311351 | val_loss: 0.0311452 | Time: 2145.34 ms
[2022-04-20 23:07:48 main:581] : INFO : Epoch 1709 | loss: 0.0311385 | val_loss: 0.031146 | Time: 2148.77 ms
[2022-04-20 23:07:50 main:581] : INFO : Epoch 1710 | loss: 0.0311379 | val_loss: 0.0311451 | Time: 2148.18 ms
[2022-04-20 23:07:52 main:581] : INFO : Epoch 1711 | loss: 0.0311454 | val_loss: 0.0311879 | Time: 2132.99 ms
[2022-04-20 23:07:54 main:581] : INFO : Epoch 1712 | loss: 0.0311459 | val_loss: 0.0311626 | Time: 2160.93 ms
[2022-04-20 23:07:57 main:581] : INFO : Epoch 1713 | loss: 0.0311372 | val_loss: 0.0311438 | Time: 2160.22 ms
[2022-04-20 23:07:59 main:581] : INFO : Epoch 1714 | loss: 0.0311378 | val_loss: 0.0311473 | Time: 2206.47 ms
[2022-04-20 23:08:01 main:581] : INFO : Epoch 1715 | loss: 0.0311393 | val_loss: 0.0311613 | Time: 2210.66 ms
[2022-04-20 23:08:03 main:581] : INFO : Epoch 1716 | loss: 0.031139 | val_loss: 0.0311434 | Time: 2167.86 ms
[2022-04-20 23:08:05 main:581] : INFO : Epoch 1717 | loss: 0.0311375 | val_loss: 0.0311534 | Time: 2197.45 ms
[2022-04-20 23:08:08 main:581] : INFO : Epoch 1718 | loss: 0.0311389 | val_loss: 0.031145 | Time: 2142.92 ms
[2022-04-20 23:08:10 main:581] : INFO : Epoch 1719 | loss: 0.0311366 | val_loss: 0.0311446 | Time: 2139.72 ms
[2022-04-20 23:08:12 main:581] : INFO : Epoch 1720 | loss: 0.0311327 | val_loss: 0.0311482 | Time: 2172.3 ms
[2022-04-20 23:08:14 main:581] : INFO : Epoch 1721 | loss: 0.0311369 | val_loss: 0.0311507 | Time: 2189.87 ms
[2022-04-20 23:08:16 main:581] : INFO : Epoch 1722 | loss: 0.0311355 | val_loss: 0.0311524 | Time: 2157.7 ms
[2022-04-20 23:08:18 main:581] : INFO : Epoch 1723 | loss: 0.0311376 | val_loss: 0.0311454 | Time: 2155.46 ms
[2022-04-20 23:08:21 main:581] : INFO : Epoch 1724 | loss: 0.0311347 | val_loss: 0.0311672 | Time: 2186.59 ms
[2022-04-20 23:08:23 main:581] : INFO : Epoch 1725 | loss: 0.0311432 | val_loss: 0.0311659 | Time: 2165.79 ms
[2022-04-20 23:08:25 main:581] : INFO : Epoch 1726 | loss: 0.0311381 | val_loss: 0.0311451 | Time: 2150.05 ms
[2022-04-20 23:08:27 main:581] : INFO : Epoch 1727 | loss: 0.0311324 | val_loss: 0.0311466 | Time: 2206.55 ms
[2022-04-20 23:08:29 main:581] : INFO : Epoch 1728 | loss: 0.0311325 | val_loss: 0.0311443 | Time: 2188.19 ms
[2022-04-20 23:08:31 main:581] : INFO : Epoch 1729 | loss: 0.0311314 | val_loss: 0.0311465 | Time: 2204.45 ms
[2022-04-20 23:08:34 main:581] : INFO : Epoch 1730 | loss: 0.0311326 | val_loss: 0.0311463 | Time: 2119.71 ms
[2022-04-20 23:08:36 main:581] : INFO : Epoch 1731 | loss: 0.031138 | val_loss: 0.031147 | Time: 2191.61 ms
[2022-04-20 23:08:38 main:581] : INFO : Epoch 1732 | loss: 0.0311397 | val_loss: 0.0311466 | Time: 2209.32 ms
[2022-04-20 23:08:40 main:581] : INFO : Epoch 1733 | loss: 0.0311373 | val_loss: 0.0311433 | Time: 2171.79 ms
[2022-04-20 23:08:42 main:581] : INFO : Epoch 1734 | loss: 0.0311476 | val_loss: 0.031156 | Time: 2139.57 ms
[2022-04-20 23:08:44 main:581] : INFO : Epoch 1735 | loss: 0.0311358 | val_loss: 0.031147 | Time: 2149.34 ms
[2022-04-20 23:08:47 main:581] : INFO : Epoch 1736 | loss: 0.0311331 | val_loss: 0.0311451 | Time: 2151.47 ms
[2022-04-20 23:08:49 main:581] : INFO : Epoch 1737 | loss: 0.0311331 | val_loss: 0.0311441 | Time: 2191.34 ms
[2022-04-20 23:08:51 main:581] : INFO : Epoch 1738 | loss: 0.0311332 | val_loss: 0.0311451 | Time: 2147.87 ms
[2022-04-20 23:08:53 main:581] : INFO : Epoch 1739 | loss: 0.0311352 | val_loss: 0.0311435 | Time: 2136.33 ms
[2022-04-20 23:08:55 main:581] : INFO : Epoch 1740 | loss: 0.0311413 | val_loss: 0.0311644 | Time: 2143.91 ms
[2022-04-20 23:08:57 main:581] : INFO : Epoch 1741 | loss: 0.0311596 | val_loss: 0.0311755 | Time: 2148.39 ms
[2022-04-20 23:09:00 main:581] : INFO : Epoch 1742 | loss: 0.0311412 | val_loss: 0.0311423 | Time: 2162.34 ms
[2022-04-20 23:09:02 main:581] : INFO : Epoch 1743 | loss: 0.0311363 | val_loss: 0.0311541 | Time: 2110.18 ms
[2022-04-20 23:09:04 main:581] : INFO : Epoch 1744 | loss: 0.0311307 | val_loss: 0.0311521 | Time: 2155.39 ms
[2022-04-20 23:09:06 main:581] : INFO : Epoch 1745 | loss: 0.0311319 | val_loss: 0.0311499 | Time: 2169.29 ms
[2022-04-20 23:09:08 main:581] : INFO : Epoch 1746 | loss: 0.0311324 | val_loss: 0.031149 | Time: 2137.54 ms
[2022-04-20 23:09:10 main:581] : INFO : Epoch 1747 | loss: 0.0311329 | val_loss: 0.0311419 | Time: 2120.02 ms
[2022-04-20 23:09:12 main:581] : INFO : Epoch 1748 | loss: 0.0311334 | val_loss: 0.0311546 | Time: 2104.3 ms
[2022-04-20 23:09:14 main:581] : INFO : Epoch 1749 | loss: 0.0311437 | val_loss: 0.0311444 | Time: 2172.77 ms
[2022-04-20 23:09:17 main:581] : INFO : Epoch 1750 | loss: 0.0311354 | val_loss: 0.0311477 | Time: 2085.89 ms
[2022-04-20 23:09:19 main:581] : INFO : Epoch 1751 | loss: 0.0311386 | val_loss: 0.0311471 | Time: 2087.13 ms
[2022-04-20 23:09:21 main:581] : INFO : Epoch 1752 | loss: 0.0311338 | val_loss: 0.0311425 | Time: 2110.47 ms
[2022-04-20 23:09:23 main:581] : INFO : Epoch 1753 | loss: 0.0311327 | val_loss: 0.0311479 | Time: 2131.26 ms
[2022-04-20 23:09:25 main:581] : INFO : Epoch 1754 | loss: 0.0311342 | val_loss: 0.0311446 | Time: 2120.01 ms
[2022-04-20 23:09:27 main:581] : INFO : Epoch 1755 | loss: 0.0311358 | val_loss: 0.0311482 | Time: 2115.86 ms
[2022-04-20 23:09:29 main:581] : INFO : Epoch 1756 | loss: 0.0311333 | val_loss: 0.0311449 | Time: 2086.81 ms
[2022-04-20 23:09:31 main:581] : INFO : Epoch 1757 | loss: 0.0311308 | val_loss: 0.0311448 | Time: 2097.5 ms
[2022-04-20 23:09:33 main:581] : INFO : Epoch 1758 | loss: 0.0311368 | val_loss: 0.0311435 | Time: 2117.23 ms
[2022-04-20 23:09:36 main:581] : INFO : Epoch 1759 | loss: 0.0311325 | val_loss: 0.0311489 | Time: 2095.6 ms
[2022-04-20 23:09:38 main:581] : INFO : Epoch 1760 | loss: 0.0311314 | val_loss: 0.0311448 | Time: 2098.96 ms
[2022-04-20 23:09:40 main:581] : INFO : Epoch 1761 | loss: 0.031136 | val_loss: 0.0311465 | Time: 2089.85 ms
[2022-04-20 23:09:42 main:581] : INFO : Epoch 1762 | loss: 0.0311346 | val_loss: 0.0311462 | Time: 2130.4 ms
[2022-04-20 23:09:44 main:581] : INFO : Epoch 1763 | loss: 0.0311332 | val_loss: 0.0311448 | Time: 2125.21 ms
[2022-04-20 23:09:46 main:581] : INFO : Epoch 1764 | loss: 0.0311335 | val_loss: 0.0311509 | Time: 2082.38 ms
[2022-04-20 23:09:48 main:581] : INFO : Epoch 1765 | loss: 0.0311339 | val_loss: 0.031145 | Time: 2090.8 ms
[2022-04-20 23:09:50 main:581] : INFO : Epoch 1766 | loss: 0.0311344 | val_loss: 0.0311453 | Time: 2093.02 ms
[2022-04-20 23:09:52 main:581] : INFO : Epoch 1767 | loss: 0.031143 | val_loss: 0.0311467 | Time: 2087.8 ms
[2022-04-20 23:09:54 main:581] : INFO : Epoch 1768 | loss: 0.0311353 | val_loss: 0.0311473 | Time: 2101.96 ms
[2022-04-20 23:09:57 main:581] : INFO : Epoch 1769 | loss: 0.0311339 | val_loss: 0.0311445 | Time: 2111.04 ms
[2022-04-20 23:09:59 main:581] : INFO : Epoch 1770 | loss: 0.0311331 | val_loss: 0.0311468 | Time: 2082.98 ms
[2022-04-20 23:10:01 main:581] : INFO : Epoch 1771 | loss: 0.0311372 | val_loss: 0.0311423 | Time: 2137.85 ms
[2022-04-20 23:10:03 main:581] : INFO : Epoch 1772 | loss: 0.0311356 | val_loss: 0.031146 | Time: 2097.69 ms
[2022-04-20 23:10:05 main:581] : INFO : Epoch 1773 | loss: 0.031134 | val_loss: 0.031146 | Time: 2088.07 ms
[2022-04-20 23:10:07 main:581] : INFO : Epoch 1774 | loss: 0.0311353 | val_loss: 0.0311556 | Time: 2128.96 ms
[2022-04-20 23:10:09 main:581] : INFO : Epoch 1775 | loss: 0.0311383 | val_loss: 0.0311468 | Time: 2151.13 ms
[2022-04-20 23:10:11 main:581] : INFO : Epoch 1776 | loss: 0.0311298 | val_loss: 0.0311458 | Time: 2135.25 ms
[2022-04-20 23:10:14 main:581] : INFO : Epoch 1777 | loss: 0.0311317 | val_loss: 0.0311442 | Time: 2147.99 ms
[2022-04-20 23:10:16 main:581] : INFO : Epoch 1778 | loss: 0.0311322 | val_loss: 0.0311556 | Time: 2163.29 ms
[2022-04-20 23:10:18 main:581] : INFO : Epoch 1779 | loss: 0.031131 | val_loss: 0.0311463 | Time: 2105.99 ms
[2022-04-20 23:10:20 main:581] : INFO : Epoch 1780 | loss: 0.0311298 | val_loss: 0.0311465 | Time: 2126.03 ms
[2022-04-20 23:10:22 main:581] : INFO : Epoch 1781 | loss: 0.0311294 | val_loss: 0.0311458 | Time: 2176.78 ms
[2022-04-20 23:10:24 main:581] : INFO : Epoch 1782 | loss: 0.0311271 | val_loss: 0.0311461 | Time: 2152.95 ms
[2022-04-20 23:10:26 main:581] : INFO : Epoch 1783 | loss: 0.0311295 | val_loss: 0.0311612 | Time: 2174.71 ms
[2022-04-20 23:10:29 main:581] : INFO : Epoch 1784 | loss: 0.031134 | val_loss: 0.0311468 | Time: 2169.98 ms
[2022-04-20 23:10:31 main:581] : INFO : Epoch 1785 | loss: 0.0311307 | val_loss: 0.0311519 | Time: 2210.35 ms
[2022-04-20 23:10:33 main:581] : INFO : Epoch 1786 | loss: 0.0311356 | val_loss: 0.031163 | Time: 2154.28 ms
[2022-04-20 23:10:35 main:581] : INFO : Epoch 1787 | loss: 0.0311352 | val_loss: 0.0311722 | Time: 2136.9 ms
[2022-04-20 23:10:37 main:581] : INFO : Epoch 1788 | loss: 0.0311425 | val_loss: 0.0311808 | Time: 2187.61 ms
[2022-04-20 23:10:39 main:581] : INFO : Epoch 1789 | loss: 0.0311487 | val_loss: 0.0311678 | Time: 2138.21 ms
[2022-04-20 23:10:42 main:581] : INFO : Epoch 1790 | loss: 0.0311416 | val_loss: 0.0311531 | Time: 2150.15 ms
[2022-04-20 23:10:44 main:581] : INFO : Epoch 1791 | loss: 0.0311404 | val_loss: 0.0311471 | Time: 2135.11 ms
[2022-04-20 23:10:46 main:581] : INFO : Epoch 1792 | loss: 0.0311433 | val_loss: 0.031172 | Time: 2160.78 ms
[2022-04-20 23:10:48 main:581] : INFO : Epoch 1793 | loss: 0.0311506 | val_loss: 0.031151 | Time: 2098.93 ms
[2022-04-20 23:10:50 main:581] : INFO : Epoch 1794 | loss: 0.0311469 | val_loss: 0.0311576 | Time: 2137.08 ms
[2022-04-20 23:10:52 main:581] : INFO : Epoch 1795 | loss: 0.0311366 | val_loss: 0.0311512 | Time: 2124.83 ms
[2022-04-20 23:10:54 main:581] : INFO : Epoch 1796 | loss: 0.0311349 | val_loss: 0.0311461 | Time: 2104.44 ms
[2022-04-20 23:10:57 main:581] : INFO : Epoch 1797 | loss: 0.0311349 | val_loss: 0.0311463 | Time: 2159.05 ms
[2022-04-20 23:10:59 main:581] : INFO : Epoch 1798 | loss: 0.0311349 | val_loss: 0.0311473 | Time: 2146.71 ms
[2022-04-20 23:11:01 main:581] : INFO : Epoch 1799 | loss: 0.0311381 | val_loss: 0.031148 | Time: 2192.8 ms
[2022-04-20 23:11:03 main:581] : INFO : Epoch 1800 | loss: 0.031136 | val_loss: 0.0311485 | Time: 2184.42 ms
[2022-04-20 23:11:05 main:581] : INFO : Epoch 1801 | loss: 0.0311325 | val_loss: 0.0311533 | Time: 2172.82 ms
[2022-04-20 23:11:07 main:581] : INFO : Epoch 1802 | loss: 0.0311321 | val_loss: 0.0311444 | Time: 2160.38 ms
[2022-04-20 23:11:10 main:581] : INFO : Epoch 1803 | loss: 0.0311354 | val_loss: 0.0311593 | Time: 2149.17 ms
[2022-04-20 23:11:12 main:581] : INFO : Epoch 1804 | loss: 0.0311393 | val_loss: 0.0311439 | Time: 2135.24 ms
[2022-04-20 23:11:14 main:581] : INFO : Epoch 1805 | loss: 0.0311302 | val_loss: 0.0311441 | Time: 2166.11 ms
[2022-04-20 23:11:16 main:581] : INFO : Epoch 1806 | loss: 0.0311291 | val_loss: 0.0311463 | Time: 2169.95 ms
[2022-04-20 23:11:18 main:581] : INFO : Epoch 1807 | loss: 0.03113 | val_loss: 0.0311514 | Time: 2151 ms
[2022-04-20 23:11:20 main:581] : INFO : Epoch 1808 | loss: 0.0311321 | val_loss: 0.0311444 | Time: 2130.51 ms
[2022-04-20 23:11:22 main:581] : INFO : Epoch 1809 | loss: 0.0311383 | val_loss: 0.0311391 | Time: 2154.83 ms
[2022-04-20 23:11:25 main:581] : INFO : Epoch 1810 | loss: 0.0311451 | val_loss: 0.0311499 | Time: 2174.05 ms
[2022-04-20 23:11:27 main:581] : INFO : Epoch 1811 | loss: 0.0311292 | val_loss: 0.0311434 | Time: 2168.05 ms
[2022-04-20 23:11:29 main:581] : INFO : Epoch 1812 | loss: 0.0311272 | val_loss: 0.0311437 | Time: 2199.14 ms
[2022-04-20 23:11:31 main:581] : INFO : Epoch 1813 | loss: 0.031128 | val_loss: 0.0311494 | Time: 2153.85 ms
[2022-04-20 23:11:33 main:581] : INFO : Epoch 1814 | loss: 0.0311309 | val_loss: 0.0311447 | Time: 2169.53 ms
[2022-04-20 23:11:35 main:581] : INFO : Epoch 1815 | loss: 0.031128 | val_loss: 0.0311487 | Time: 2154.35 ms
[2022-04-20 23:11:38 main:581] : INFO : Epoch 1816 | loss: 0.0311319 | val_loss: 0.0311509 | Time: 2214.8 ms
[2022-04-20 23:11:40 main:581] : INFO : Epoch 1817 | loss: 0.0311281 | val_loss: 0.0311456 | Time: 2199.63 ms
[2022-04-20 23:11:42 main:581] : INFO : Epoch 1818 | loss: 0.0311301 | val_loss: 0.0311428 | Time: 2226.42 ms
[2022-04-20 23:11:44 main:581] : INFO : Epoch 1819 | loss: 0.0311335 | val_loss: 0.0311455 | Time: 2242.61 ms
[2022-04-20 23:11:47 main:581] : INFO : Epoch 1820 | loss: 0.0311319 | val_loss: 0.0311549 | Time: 2210.83 ms
[2022-04-20 23:11:49 main:581] : INFO : Epoch 1821 | loss: 0.0311306 | val_loss: 0.0311447 | Time: 2195.85 ms
[2022-04-20 23:11:51 main:581] : INFO : Epoch 1822 | loss: 0.031132 | val_loss: 0.0311457 | Time: 2213.34 ms
[2022-04-20 23:11:53 main:581] : INFO : Epoch 1823 | loss: 0.0311312 | val_loss: 0.0311494 | Time: 2189.59 ms
[2022-04-20 23:11:55 main:581] : INFO : Epoch 1824 | loss: 0.0311472 | val_loss: 0.0311662 | Time: 2204.23 ms
[2022-04-20 23:11:58 main:581] : INFO : Epoch 1825 | loss: 0.0311458 | val_loss: 0.0311564 | Time: 2188.51 ms
[2022-04-20 23:12:00 main:581] : INFO : Epoch 1826 | loss: 0.0311385 | val_loss: 0.031153 | Time: 2174.35 ms
[2022-04-20 23:12:02 main:581] : INFO : Epoch 1827 | loss: 0.0311361 | val_loss: 0.0311525 | Time: 2188.34 ms
[2022-04-20 23:12:04 main:581] : INFO : Epoch 1828 | loss: 0.0311369 | val_loss: 0.0311508 | Time: 2191 ms
[2022-04-20 23:12:06 main:581] : INFO : Epoch 1829 | loss: 0.0311338 | val_loss: 0.0311536 | Time: 2147.65 ms
[2022-04-20 23:12:08 main:581] : INFO : Epoch 1830 | loss: 0.0311391 | val_loss: 0.0311554 | Time: 2172.89 ms
[2022-04-20 23:12:11 main:581] : INFO : Epoch 1831 | loss: 0.0311414 | val_loss: 0.0311645 | Time: 2207.04 ms
[2022-04-20 23:12:13 main:581] : INFO : Epoch 1832 | loss: 0.0311365 | val_loss: 0.0311545 | Time: 2232.87 ms
[2022-04-20 23:12:15 main:581] : INFO : Epoch 1833 | loss: 0.0311326 | val_loss: 0.031152 | Time: 2203.79 ms
[2022-04-20 23:12:17 main:581] : INFO : Epoch 1834 | loss: 0.0311311 | val_loss: 0.0311512 | Time: 2179.8 ms
[2022-04-20 23:12:19 main:581] : INFO : Epoch 1835 | loss: 0.0311403 | val_loss: 0.0311555 | Time: 2177.52 ms
[2022-04-20 23:12:22 main:581] : INFO : Epoch 1836 | loss: 0.0311457 | val_loss: 0.0311518 | Time: 2173.95 ms
[2022-04-20 23:12:24 main:581] : INFO : Epoch 1837 | loss: 0.0311416 | val_loss: 0.0311578 | Time: 2163.86 ms
[2022-04-20 23:12:26 main:581] : INFO : Epoch 1838 | loss: 0.0311394 | val_loss: 0.0311561 | Time: 2171.25 ms
[2022-04-20 23:12:28 main:581] : INFO : Epoch 1839 | loss: 0.0311353 | val_loss: 0.0311486 | Time: 2195.41 ms
[2022-04-20 23:12:30 main:581] : INFO : Epoch 1840 | loss: 0.0311374 | val_loss: 0.0311489 | Time: 2185.08 ms
[2022-04-20 23:12:32 main:581] : INFO : Epoch 1841 | loss: 0.0311426 | val_loss: 0.0311482 | Time: 2159.05 ms
[2022-04-20 23:12:35 main:581] : INFO : Epoch 1842 | loss: 0.0311355 | val_loss: 0.0311496 | Time: 2167.24 ms
[2022-04-20 23:12:37 main:581] : INFO : Epoch 1843 | loss: 0.0311374 | val_loss: 0.0311499 | Time: 2167.33 ms
[2022-04-20 23:12:39 main:581] : INFO : Epoch 1844 | loss: 0.0311377 | val_loss: 0.031147 | Time: 2155.16 ms
[2022-04-20 23:12:41 main:581] : INFO : Epoch 1845 | loss: 0.0311375 | val_loss: 0.0311483 | Time: 2173.71 ms
[2022-04-20 23:12:43 main:581] : INFO : Epoch 1846 | loss: 0.0311337 | val_loss: 0.0311522 | Time: 2161.17 ms
[2022-04-20 23:12:45 main:581] : INFO : Epoch 1847 | loss: 0.0311364 | val_loss: 0.0311469 | Time: 2196.64 ms
[2022-04-20 23:12:48 main:581] : INFO : Epoch 1848 | loss: 0.0311321 | val_loss: 0.0311476 | Time: 2134.75 ms
[2022-04-20 23:12:50 main:581] : INFO : Epoch 1849 | loss: 0.0311408 | val_loss: 0.0311523 | Time: 2148.68 ms
[2022-04-20 23:12:52 main:581] : INFO : Epoch 1850 | loss: 0.0311359 | val_loss: 0.0311498 | Time: 2117.3 ms
[2022-04-20 23:12:54 main:581] : INFO : Epoch 1851 | loss: 0.0311473 | val_loss: 0.0311499 | Time: 2129.7 ms
[2022-04-20 23:12:56 main:581] : INFO : Epoch 1852 | loss: 0.0311473 | val_loss: 0.0311507 | Time: 2132.8 ms
[2022-04-20 23:12:58 main:581] : INFO : Epoch 1853 | loss: 0.0311429 | val_loss: 0.0311499 | Time: 2114.89 ms
[2022-04-20 23:13:00 main:581] : INFO : Epoch 1854 | loss: 0.0311404 | val_loss: 0.0311455 | Time: 2157.01 ms
[2022-04-20 23:13:03 main:581] : INFO : Epoch 1855 | loss: 0.0311425 | val_loss: 0.0311496 | Time: 2184.19 ms
[2022-04-20 23:13:05 main:581] : INFO : Epoch 1856 | loss: 0.0311391 | val_loss: 0.0311545 | Time: 2149.61 ms
[2022-04-20 23:13:07 main:581] : INFO : Epoch 1857 | loss: 0.0311438 | val_loss: 0.0311472 | Time: 2191.61 ms
[2022-04-20 23:13:09 main:581] : INFO : Epoch 1858 | loss: 0.0311387 | val_loss: 0.0311464 | Time: 2175.22 ms
[2022-04-20 23:13:11 main:581] : INFO : Epoch 1859 | loss: 0.0311429 | val_loss: 0.0311632 | Time: 2205.48 ms
[2022-04-20 23:13:14 main:581] : INFO : Epoch 1860 | loss: 0.0311421 | val_loss: 0.0311571 | Time: 2196.98 ms
[2022-04-20 23:13:16 main:581] : INFO : Epoch 1861 | loss: 0.0311402 | val_loss: 0.0311535 | Time: 2175.27 ms
[2022-04-20 23:13:18 main:581] : INFO : Epoch 1862 | loss: 0.031141 | val_loss: 0.0311515 | Time: 2175.68 ms
[2022-04-20 23:13:20 main:581] : INFO : Epoch 1863 | loss: 0.0311381 | val_loss: 0.0311529 | Time: 2177.37 ms
[2022-04-20 23:13:22 main:581] : INFO : Epoch 1864 | loss: 0.0311415 | val_loss: 0.0311563 | Time: 2181.76 ms
[2022-04-20 23:13:24 main:581] : INFO : Epoch 1865 | loss: 0.0311423 | val_loss: 0.0311505 | Time: 2172.68 ms
[2022-04-20 23:13:27 main:581] : INFO : Epoch 1866 | loss: 0.0311382 | val_loss: 0.0311492 | Time: 2149.35 ms
[2022-04-20 23:13:29 main:581] : INFO : Epoch 1867 | loss: 0.0311351 | val_loss: 0.0311542 | Time: 2182.18 ms
[2022-04-20 23:13:31 main:581] : INFO : Epoch 1868 | loss: 0.0311382 | val_loss: 0.0311645 | Time: 2171.03 ms
[2022-04-20 23:13:33 main:581] : INFO : Epoch 1869 | loss: 0.0311373 | val_loss: 0.0311468 | Time: 2144.68 ms
[2022-04-20 23:13:35 main:581] : INFO : Epoch 1870 | loss: 0.0311347 | val_loss: 0.0311537 | Time: 2195.68 ms
[2022-04-20 23:13:37 main:581] : INFO : Epoch 1871 | loss: 0.0311358 | val_loss: 0.0311547 | Time: 2171.01 ms
[2022-04-20 23:13:40 main:581] : INFO : Epoch 1872 | loss: 0.0311354 | val_loss: 0.0311457 | Time: 2144.56 ms
[2022-04-20 23:13:42 main:581] : INFO : Epoch 1873 | loss: 0.0311303 | val_loss: 0.0311426 | Time: 2156.62 ms
[2022-04-20 23:13:44 main:581] : INFO : Epoch 1874 | loss: 0.031132 | val_loss: 0.0311442 | Time: 2138.29 ms
[2022-04-20 23:13:46 main:581] : INFO : Epoch 1875 | loss: 0.0311303 | val_loss: 0.031151 | Time: 2198.22 ms
[2022-04-20 23:13:48 main:581] : INFO : Epoch 1876 | loss: 0.0311342 | val_loss: 0.0311454 | Time: 2164.65 ms
[2022-04-20 23:13:50 main:581] : INFO : Epoch 1877 | loss: 0.0311319 | val_loss: 0.0311436 | Time: 2194.24 ms
[2022-04-20 23:13:53 main:581] : INFO : Epoch 1878 | loss: 0.0311311 | val_loss: 0.0311563 | Time: 2169.39 ms
[2022-04-20 23:13:55 main:581] : INFO : Epoch 1879 | loss: 0.0311405 | val_loss: 0.0311729 | Time: 2168.45 ms
[2022-04-20 23:13:57 main:581] : INFO : Epoch 1880 | loss: 0.031138 | val_loss: 0.0311517 | Time: 2208.11 ms
[2022-04-20 23:13:59 main:581] : INFO : Epoch 1881 | loss: 0.0311332 | val_loss: 0.0311431 | Time: 2167.01 ms
[2022-04-20 23:14:01 main:581] : INFO : Epoch 1882 | loss: 0.0311331 | val_loss: 0.0311539 | Time: 2162.73 ms
[2022-04-20 23:14:03 main:581] : INFO : Epoch 1883 | loss: 0.0311326 | val_loss: 0.0311457 | Time: 2174.71 ms
[2022-04-20 23:14:06 main:581] : INFO : Epoch 1884 | loss: 0.0311304 | val_loss: 0.0311467 | Time: 2191.82 ms
[2022-04-20 23:14:08 main:581] : INFO : Epoch 1885 | loss: 0.0311342 | val_loss: 0.0311543 | Time: 2147.08 ms
[2022-04-20 23:14:10 main:581] : INFO : Epoch 1886 | loss: 0.0311361 | val_loss: 0.031147 | Time: 2144.1 ms
[2022-04-20 23:14:12 main:581] : INFO : Epoch 1887 | loss: 0.0311328 | val_loss: 0.0311498 | Time: 2185.51 ms
[2022-04-20 23:14:14 main:581] : INFO : Epoch 1888 | loss: 0.0311333 | val_loss: 0.0311447 | Time: 2195.37 ms
[2022-04-20 23:14:17 main:581] : INFO : Epoch 1889 | loss: 0.0311317 | val_loss: 0.0311443 | Time: 2171.62 ms
[2022-04-20 23:14:19 main:581] : INFO : Epoch 1890 | loss: 0.031131 | val_loss: 0.0311456 | Time: 2158.87 ms
[2022-04-20 23:14:21 main:581] : INFO : Epoch 1891 | loss: 0.0311327 | val_loss: 0.0311457 | Time: 2188.48 ms
[2022-04-20 23:14:23 main:581] : INFO : Epoch 1892 | loss: 0.0311321 | val_loss: 0.0311456 | Time: 2164.74 ms
[2022-04-20 23:14:25 main:581] : INFO : Epoch 1893 | loss: 0.0311345 | val_loss: 0.0311643 | Time: 2175.93 ms
[2022-04-20 23:14:27 main:581] : INFO : Epoch 1894 | loss: 0.0311341 | val_loss: 0.0311456 | Time: 2168.68 ms
[2022-04-20 23:14:30 main:581] : INFO : Epoch 1895 | loss: 0.031129 | val_loss: 0.031147 | Time: 2140.08 ms
[2022-04-20 23:14:32 main:581] : INFO : Epoch 1896 | loss: 0.0311283 | val_loss: 0.0311437 | Time: 2113.3 ms
[2022-04-20 23:14:34 main:581] : INFO : Epoch 1897 | loss: 0.0311284 | val_loss: 0.0311409 | Time: 2172.25 ms
[2022-04-20 23:14:36 main:581] : INFO : Epoch 1898 | loss: 0.0311276 | val_loss: 0.0311459 | Time: 2146.26 ms
[2022-04-20 23:14:38 main:581] : INFO : Epoch 1899 | loss: 0.0311287 | val_loss: 0.0311426 | Time: 2139.38 ms
[2022-04-20 23:14:40 main:581] : INFO : Epoch 1900 | loss: 0.0311254 | val_loss: 0.0311404 | Time: 2150.8 ms
[2022-04-20 23:14:42 main:581] : INFO : Epoch 1901 | loss: 0.0311272 | val_loss: 0.031149 | Time: 2159.39 ms
[2022-04-20 23:14:45 main:581] : INFO : Epoch 1902 | loss: 0.0311311 | val_loss: 0.031149 | Time: 2203.36 ms
[2022-04-20 23:14:47 main:581] : INFO : Epoch 1903 | loss: 0.0311286 | val_loss: 0.0311398 | Time: 2191.56 ms
[2022-04-20 23:14:49 main:581] : INFO : Epoch 1904 | loss: 0.03113 | val_loss: 0.0311417 | Time: 2149.61 ms
[2022-04-20 23:14:51 main:581] : INFO : Epoch 1905 | loss: 0.0311309 | val_loss: 0.0311412 | Time: 2158.09 ms
[2022-04-20 23:14:53 main:581] : INFO : Epoch 1906 | loss: 0.031128 | val_loss: 0.0311401 | Time: 2139.61 ms
[2022-04-20 23:14:55 main:581] : INFO : Epoch 1907 | loss: 0.0311301 | val_loss: 0.0311432 | Time: 2166.17 ms
[2022-04-20 23:14:58 main:581] : INFO : Epoch 1908 | loss: 0.0311277 | val_loss: 0.0311522 | Time: 2173.93 ms
[2022-04-20 23:15:00 main:581] : INFO : Epoch 1909 | loss: 0.0311344 | val_loss: 0.0311495 | Time: 2158.24 ms
[2022-04-20 23:15:02 main:581] : INFO : Epoch 1910 | loss: 0.0311307 | val_loss: 0.0311508 | Time: 2139.97 ms
[2022-04-20 23:15:04 main:581] : INFO : Epoch 1911 | loss: 0.0311307 | val_loss: 0.0311548 | Time: 2144.1 ms
[2022-04-20 23:15:06 main:581] : INFO : Epoch 1912 | loss: 0.0311293 | val_loss: 0.0311448 | Time: 2119.24 ms
[2022-04-20 23:15:08 main:581] : INFO : Epoch 1913 | loss: 0.0311277 | val_loss: 0.0311466 | Time: 2144.84 ms
[2022-04-20 23:15:10 main:581] : INFO : Epoch 1914 | loss: 0.0311287 | val_loss: 0.0311464 | Time: 2120.23 ms
[2022-04-20 23:15:13 main:581] : INFO : Epoch 1915 | loss: 0.0311262 | val_loss: 0.031142 | Time: 2121.67 ms
[2022-04-20 23:15:15 main:581] : INFO : Epoch 1916 | loss: 0.0311301 | val_loss: 0.0311476 | Time: 2193.57 ms
[2022-04-20 23:15:17 main:581] : INFO : Epoch 1917 | loss: 0.0311264 | val_loss: 0.0311436 | Time: 2191.54 ms
[2022-04-20 23:15:19 main:581] : INFO : Epoch 1918 | loss: 0.0311303 | val_loss: 0.0311554 | Time: 2143.58 ms
[2022-04-20 23:15:21 main:581] : INFO : Epoch 1919 | loss: 0.0311335 | val_loss: 0.0311475 | Time: 2109.32 ms
[2022-04-20 23:15:23 main:581] : INFO : Epoch 1920 | loss: 0.0311282 | val_loss: 0.031144 | Time: 2139.09 ms
[2022-04-20 23:15:25 main:581] : INFO : Epoch 1921 | loss: 0.0311303 | val_loss: 0.0311445 | Time: 2129.43 ms
[2022-04-20 23:15:28 main:581] : INFO : Epoch 1922 | loss: 0.0311274 | val_loss: 0.0311492 | Time: 2122.48 ms
[2022-04-20 23:15:30 main:581] : INFO : Epoch 1923 | loss: 0.0311306 | val_loss: 0.0311493 | Time: 2104.08 ms
[2022-04-20 23:15:32 main:581] : INFO : Epoch 1924 | loss: 0.0311298 | val_loss: 0.0311439 | Time: 2144.52 ms
[2022-04-20 23:15:34 main:581] : INFO : Epoch 1925 | loss: 0.0311255 | val_loss: 0.031144 | Time: 2150.12 ms
[2022-04-20 23:15:36 main:581] : INFO : Epoch 1926 | loss: 0.0311288 | val_loss: 0.0311514 | Time: 2179.37 ms
[2022-04-20 23:15:38 main:581] : INFO : Epoch 1927 | loss: 0.0311272 | val_loss: 0.031144 | Time: 2125.23 ms
[2022-04-20 23:15:40 main:581] : INFO : Epoch 1928 | loss: 0.031124 | val_loss: 0.0311444 | Time: 2146.2 ms
[2022-04-20 23:15:43 main:581] : INFO : Epoch 1929 | loss: 0.0311241 | val_loss: 0.0311455 | Time: 2113.27 ms
[2022-04-20 23:15:45 main:581] : INFO : Epoch 1930 | loss: 0.0311272 | val_loss: 0.0311436 | Time: 2176.12 ms
[2022-04-20 23:15:47 main:581] : INFO : Epoch 1931 | loss: 0.0311277 | val_loss: 0.0311481 | Time: 2175.77 ms
[2022-04-20 23:15:49 main:581] : INFO : Epoch 1932 | loss: 0.0311304 | val_loss: 0.031146 | Time: 2164.08 ms
[2022-04-20 23:15:51 main:581] : INFO : Epoch 1933 | loss: 0.0311251 | val_loss: 0.0311443 | Time: 2193 ms
[2022-04-20 23:15:53 main:581] : INFO : Epoch 1934 | loss: 0.0311248 | val_loss: 0.031142 | Time: 2176.86 ms
[2022-04-20 23:15:56 main:581] : INFO : Epoch 1935 | loss: 0.031124 | val_loss: 0.0311437 | Time: 2151.44 ms
[2022-04-20 23:15:58 main:581] : INFO : Epoch 1936 | loss: 0.0311258 | val_loss: 0.0311418 | Time: 2180.46 ms
[2022-04-20 23:16:00 main:581] : INFO : Epoch 1937 | loss: 0.0311303 | val_loss: 0.0311427 | Time: 2170.02 ms
[2022-04-20 23:16:02 main:581] : INFO : Epoch 1938 | loss: 0.0311298 | val_loss: 0.0311483 | Time: 2117.68 ms
[2022-04-20 23:16:04 main:581] : INFO : Epoch 1939 | loss: 0.0311323 | val_loss: 0.0311444 | Time: 2144.43 ms
[2022-04-20 23:16:06 main:581] : INFO : Epoch 1940 | loss: 0.0311356 | val_loss: 0.0311535 | Time: 2142.43 ms
[2022-04-20 23:16:09 main:581] : INFO : Epoch 1941 | loss: 0.0311319 | val_loss: 0.0311484 | Time: 2174.29 ms
[2022-04-20 23:16:11 main:581] : INFO : Epoch 1942 | loss: 0.0311294 | val_loss: 0.0311492 | Time: 2132.98 ms
[2022-04-20 23:16:13 main:581] : INFO : Epoch 1943 | loss: 0.0311326 | val_loss: 0.0311453 | Time: 2199.43 ms
[2022-04-20 23:16:15 main:581] : INFO : Epoch 1944 | loss: 0.0311323 | val_loss: 0.0311449 | Time: 2195.95 ms
[2022-04-20 23:16:17 main:581] : INFO : Epoch 1945 | loss: 0.0311332 | val_loss: 0.0311409 | Time: 2201.03 ms
[2022-04-20 23:16:19 main:581] : INFO : Epoch 1946 | loss: 0.0311311 | val_loss: 0.0311513 | Time: 2174.04 ms
[2022-04-20 23:16:22 main:581] : INFO : Epoch 1947 | loss: 0.0311325 | val_loss: 0.0311382 | Time: 2167.25 ms
[2022-04-20 23:16:24 main:581] : INFO : Epoch 1948 | loss: 0.0311245 | val_loss: 0.0311397 | Time: 2149.11 ms
[2022-04-20 23:16:26 main:581] : INFO : Epoch 1949 | loss: 0.031128 | val_loss: 0.0311444 | Time: 2151.68 ms
[2022-04-20 23:16:28 main:581] : INFO : Epoch 1950 | loss: 0.0311235 | val_loss: 0.0311406 | Time: 2131.9 ms
[2022-04-20 23:16:30 main:581] : INFO : Epoch 1951 | loss: 0.0311244 | val_loss: 0.0311447 | Time: 2157.25 ms
[2022-04-20 23:16:32 main:581] : INFO : Epoch 1952 | loss: 0.0311239 | val_loss: 0.0311493 | Time: 2137.65 ms
[2022-04-20 23:16:34 main:581] : INFO : Epoch 1953 | loss: 0.0311255 | val_loss: 0.0311434 | Time: 2169.14 ms
[2022-04-20 23:16:37 main:581] : INFO : Epoch 1954 | loss: 0.0311264 | val_loss: 0.0311449 | Time: 2157.21 ms
[2022-04-20 23:16:39 main:581] : INFO : Epoch 1955 | loss: 0.0311236 | val_loss: 0.0311435 | Time: 2143.77 ms
[2022-04-20 23:16:41 main:581] : INFO : Epoch 1956 | loss: 0.0311255 | val_loss: 0.0311431 | Time: 2179.83 ms
[2022-04-20 23:16:43 main:581] : INFO : Epoch 1957 | loss: 0.0311261 | val_loss: 0.0311514 | Time: 2155.47 ms
[2022-04-20 23:16:45 main:581] : INFO : Epoch 1958 | loss: 0.0311276 | val_loss: 0.0311429 | Time: 2167.12 ms
[2022-04-20 23:16:47 main:581] : INFO : Epoch 1959 | loss: 0.0311258 | val_loss: 0.0311452 | Time: 2186.27 ms
[2022-04-20 23:16:50 main:581] : INFO : Epoch 1960 | loss: 0.0311254 | val_loss: 0.0311461 | Time: 2139.07 ms
[2022-04-20 23:16:52 main:581] : INFO : Epoch 1961 | loss: 0.0311253 | val_loss: 0.0311419 | Time: 2153.4 ms
[2022-04-20 23:16:54 main:581] : INFO : Epoch 1962 | loss: 0.0311242 | val_loss: 0.0311414 | Time: 2169.59 ms
[2022-04-20 23:16:56 main:581] : INFO : Epoch 1963 | loss: 0.0311247 | val_loss: 0.0311447 | Time: 2137.1 ms
[2022-04-20 23:16:58 main:581] : INFO : Epoch 1964 | loss: 0.0311282 | val_loss: 0.0311442 | Time: 2160.73 ms
[2022-04-20 23:17:00 main:581] : INFO : Epoch 1965 | loss: 0.0311256 | val_loss: 0.0311432 | Time: 2143.16 ms
[2022-04-20 23:17:03 main:581] : INFO : Epoch 1966 | loss: 0.0311239 | val_loss: 0.0311446 | Time: 2114.99 ms
[2022-04-20 23:17:05 main:581] : INFO : Epoch 1967 | loss: 0.0311266 | val_loss: 0.0311399 | Time: 2150.05 ms
[2022-04-20 23:17:07 main:581] : INFO : Epoch 1968 | loss: 0.0311258 | val_loss: 0.031144 | Time: 2161 ms
[2022-04-20 23:17:09 main:581] : INFO : Epoch 1969 | loss: 0.031132 | val_loss: 0.0311539 | Time: 2194.56 ms
[2022-04-20 23:17:11 main:581] : INFO : Epoch 1970 | loss: 0.0311306 | val_loss: 0.0311418 | Time: 2185.27 ms
[2022-04-20 23:17:13 main:581] : INFO : Epoch 1971 | loss: 0.0311288 | val_loss: 0.0311393 | Time: 2215.18 ms
[2022-04-20 23:17:16 main:581] : INFO : Epoch 1972 | loss: 0.031129 | val_loss: 0.0311425 | Time: 2216.86 ms
[2022-04-20 23:17:18 main:581] : INFO : Epoch 1973 | loss: 0.0311322 | val_loss: 0.0311502 | Time: 2171.98 ms
[2022-04-20 23:17:20 main:581] : INFO : Epoch 1974 | loss: 0.0311292 | val_loss: 0.0311496 | Time: 2161 ms
[2022-04-20 23:17:22 main:581] : INFO : Epoch 1975 | loss: 0.0311595 | val_loss: 0.0311714 | Time: 2173.09 ms
[2022-04-20 23:17:24 main:581] : INFO : Epoch 1976 | loss: 0.0311667 | val_loss: 0.0311655 | Time: 2155.97 ms
[2022-04-20 23:17:26 main:581] : INFO : Epoch 1977 | loss: 0.0311613 | val_loss: 0.0311621 | Time: 2164.71 ms
[2022-04-20 23:17:29 main:581] : INFO : Epoch 1978 | loss: 0.0311596 | val_loss: 0.0311584 | Time: 2177.28 ms
[2022-04-20 23:17:31 main:581] : INFO : Epoch 1979 | loss: 0.0311511 | val_loss: 0.0311554 | Time: 2204.65 ms
[2022-04-20 23:17:33 main:581] : INFO : Epoch 1980 | loss: 0.0311457 | val_loss: 0.0311556 | Time: 2203.78 ms
[2022-04-20 23:17:35 main:581] : INFO : Epoch 1981 | loss: 0.0311453 | val_loss: 0.0311538 | Time: 2194.2 ms
[2022-04-20 23:17:37 main:581] : INFO : Epoch 1982 | loss: 0.0311404 | val_loss: 0.0311509 | Time: 2166.52 ms
[2022-04-20 23:17:40 main:581] : INFO : Epoch 1983 | loss: 0.0311393 | val_loss: 0.0311485 | Time: 2180.5 ms
[2022-04-20 23:17:42 main:581] : INFO : Epoch 1984 | loss: 0.0311379 | val_loss: 0.0311489 | Time: 2178.76 ms
[2022-04-20 23:17:44 main:581] : INFO : Epoch 1985 | loss: 0.0311421 | val_loss: 0.0311674 | Time: 2159.64 ms
[2022-04-20 23:17:46 main:581] : INFO : Epoch 1986 | loss: 0.0311408 | val_loss: 0.0311471 | Time: 2171.28 ms
[2022-04-20 23:17:48 main:581] : INFO : Epoch 1987 | loss: 0.0311366 | val_loss: 0.0311482 | Time: 2146.68 ms
[2022-04-20 23:17:50 main:581] : INFO : Epoch 1988 | loss: 0.0311356 | val_loss: 0.0311514 | Time: 2184.62 ms
[2022-04-20 23:17:53 main:581] : INFO : Epoch 1989 | loss: 0.0311422 | val_loss: 0.0311675 | Time: 2177.2 ms
[2022-04-20 23:17:55 main:581] : INFO : Epoch 1990 | loss: 0.0311388 | val_loss: 0.0311483 | Time: 2198.51 ms
[2022-04-20 23:17:57 main:581] : INFO : Epoch 1991 | loss: 0.0311345 | val_loss: 0.0311555 | Time: 2174.85 ms
[2022-04-20 23:17:59 main:581] : INFO : Epoch 1992 | loss: 0.0311347 | val_loss: 0.031149 | Time: 2198.01 ms
[2022-04-20 23:18:01 main:581] : INFO : Epoch 1993 | loss: 0.0311359 | val_loss: 0.0311495 | Time: 2218.66 ms
[2022-04-20 23:18:04 main:581] : INFO : Epoch 1994 | loss: 0.0311376 | val_loss: 0.031155 | Time: 2131.47 ms
[2022-04-20 23:18:06 main:581] : INFO : Epoch 1995 | loss: 0.0311407 | val_loss: 0.0311525 | Time: 2126.29 ms
[2022-04-20 23:18:08 main:581] : INFO : Epoch 1996 | loss: 0.0311369 | val_loss: 0.03115 | Time: 2147.66 ms
[2022-04-20 23:18:10 main:581] : INFO : Epoch 1997 | loss: 0.0311359 | val_loss: 0.03115 | Time: 2132.49 ms
[2022-04-20 23:18:12 main:581] : INFO : Epoch 1998 | loss: 0.0311351 | val_loss: 0.0311691 | Time: 2185.85 ms
[2022-04-20 23:18:14 main:581] : INFO : Epoch 1999 | loss: 0.031136 | val_loss: 0.0311489 | Time: 2154.79 ms
[2022-04-20 23:18:16 main:581] : INFO : Epoch 2000 | loss: 0.0311335 | val_loss: 0.0311475 | Time: 2166.13 ms
[2022-04-20 23:18:19 main:581] : INFO : Epoch 2001 | loss: 0.0311364 | val_loss: 0.0311551 | Time: 2225.76 ms
[2022-04-20 23:18:21 main:581] : INFO : Epoch 2002 | loss: 0.0311386 | val_loss: 0.0311525 | Time: 2215.49 ms
[2022-04-20 23:18:23 main:581] : INFO : Epoch 2003 | loss: 0.0311404 | val_loss: 0.0311541 | Time: 2241.2 ms
[2022-04-20 23:18:25 main:581] : INFO : Epoch 2004 | loss: 0.0311398 | val_loss: 0.0311538 | Time: 2168.54 ms
[2022-04-20 23:18:27 main:581] : INFO : Epoch 2005 | loss: 0.031142 | val_loss: 0.0311485 | Time: 2191.04 ms
[2022-04-20 23:18:30 main:581] : INFO : Epoch 2006 | loss: 0.0311395 | val_loss: 0.0311494 | Time: 2131.48 ms
[2022-04-20 23:18:32 main:581] : INFO : Epoch 2007 | loss: 0.0311373 | val_loss: 0.0311449 | Time: 2131.1 ms
[2022-04-20 23:18:34 main:581] : INFO : Epoch 2008 | loss: 0.031135 | val_loss: 0.0311462 | Time: 2102.53 ms
[2022-04-20 23:18:36 main:581] : INFO : Epoch 2009 | loss: 0.0311357 | val_loss: 0.0311496 | Time: 2173.61 ms
[2022-04-20 23:18:38 main:581] : INFO : Epoch 2010 | loss: 0.0311398 | val_loss: 0.0311604 | Time: 2113.58 ms
[2022-04-20 23:18:40 main:581] : INFO : Epoch 2011 | loss: 0.0311406 | val_loss: 0.0311503 | Time: 2122.86 ms
[2022-04-20 23:18:42 main:581] : INFO : Epoch 2012 | loss: 0.0311394 | val_loss: 0.0311512 | Time: 2122.82 ms
[2022-04-20 23:18:45 main:581] : INFO : Epoch 2013 | loss: 0.0311371 | val_loss: 0.0311458 | Time: 2157.21 ms
[2022-04-20 23:18:47 main:581] : INFO : Epoch 2014 | loss: 0.0311374 | val_loss: 0.031146 | Time: 2151.29 ms
[2022-04-20 23:18:49 main:581] : INFO : Epoch 2015 | loss: 0.0311347 | val_loss: 0.031148 | Time: 2163.85 ms
[2022-04-20 23:18:51 main:581] : INFO : Epoch 2016 | loss: 0.0311345 | val_loss: 0.0311587 | Time: 2212 ms
[2022-04-20 23:18:53 main:581] : INFO : Epoch 2017 | loss: 0.0311365 | val_loss: 0.0311466 | Time: 2224.79 ms
[2022-04-20 23:18:56 main:581] : INFO : Epoch 2018 | loss: 0.031135 | val_loss: 0.0311548 | Time: 2232.34 ms
[2022-04-20 23:18:58 main:581] : INFO : Epoch 2019 | loss: 0.0311338 | val_loss: 0.0311514 | Time: 2126.37 ms
[2022-04-20 23:19:00 main:581] : INFO : Epoch 2020 | loss: 0.0311339 | val_loss: 0.0311471 | Time: 2162.35 ms
[2022-04-20 23:19:02 main:581] : INFO : Epoch 2021 | loss: 0.0311313 | val_loss: 0.0311527 | Time: 2164.41 ms
[2022-04-20 23:19:04 main:581] : INFO : Epoch 2022 | loss: 0.0311352 | val_loss: 0.0311461 | Time: 2156.64 ms
[2022-04-20 23:19:06 main:581] : INFO : Epoch 2023 | loss: 0.0311318 | val_loss: 0.0311493 | Time: 2143.75 ms
[2022-04-20 23:19:08 main:581] : INFO : Epoch 2024 | loss: 0.031132 | val_loss: 0.0311548 | Time: 2156.33 ms
[2022-04-20 23:19:11 main:581] : INFO : Epoch 2025 | loss: 0.0311332 | val_loss: 0.0311485 | Time: 2153.93 ms
[2022-04-20 23:19:13 main:581] : INFO : Epoch 2026 | loss: 0.0311356 | val_loss: 0.0311527 | Time: 2156.67 ms
[2022-04-20 23:19:15 main:581] : INFO : Epoch 2027 | loss: 0.0311392 | val_loss: 0.0311473 | Time: 2161.75 ms
[2022-04-20 23:19:17 main:581] : INFO : Epoch 2028 | loss: 0.0311298 | val_loss: 0.0311429 | Time: 2181.66 ms
[2022-04-20 23:19:19 main:581] : INFO : Epoch 2029 | loss: 0.0311293 | val_loss: 0.0311477 | Time: 2177.38 ms
[2022-04-20 23:19:21 main:581] : INFO : Epoch 2030 | loss: 0.0311336 | val_loss: 0.0311413 | Time: 2140.96 ms
[2022-04-20 23:19:24 main:581] : INFO : Epoch 2031 | loss: 0.03113 | val_loss: 0.0311432 | Time: 2164.95 ms
[2022-04-20 23:19:26 main:581] : INFO : Epoch 2032 | loss: 0.0311277 | val_loss: 0.0311444 | Time: 2140.63 ms
[2022-04-20 23:19:28 main:581] : INFO : Epoch 2033 | loss: 0.0311268 | val_loss: 0.0311418 | Time: 2127.05 ms
[2022-04-20 23:19:30 main:581] : INFO : Epoch 2034 | loss: 0.0311254 | val_loss: 0.0311418 | Time: 2122.31 ms
[2022-04-20 23:19:32 main:581] : INFO : Epoch 2035 | loss: 0.0311281 | val_loss: 0.0311507 | Time: 2119.12 ms
[2022-04-20 23:19:34 main:581] : INFO : Epoch 2036 | loss: 0.0311303 | val_loss: 0.0311451 | Time: 2123.32 ms
[2022-04-20 23:19:36 main:581] : INFO : Epoch 2037 | loss: 0.031127 | val_loss: 0.0311434 | Time: 2118.76 ms
[2022-04-20 23:19:38 main:581] : INFO : Epoch 2038 | loss: 0.0311274 | val_loss: 0.0311424 | Time: 2120.7 ms
[2022-04-20 23:19:41 main:581] : INFO : Epoch 2039 | loss: 0.0311287 | val_loss: 0.0311431 | Time: 2145.76 ms
[2022-04-20 23:19:43 main:581] : INFO : Epoch 2040 | loss: 0.0311302 | val_loss: 0.031141 | Time: 2171.1 ms
[2022-04-20 23:19:45 main:581] : INFO : Epoch 2041 | loss: 0.031127 | val_loss: 0.0311454 | Time: 2227.38 ms
[2022-04-20 23:19:47 main:581] : INFO : Epoch 2042 | loss: 0.0311305 | val_loss: 0.031142 | Time: 2175.48 ms
[2022-04-20 23:19:49 main:581] : INFO : Epoch 2043 | loss: 0.0311262 | val_loss: 0.0311412 | Time: 2192.15 ms
[2022-04-20 23:19:52 main:581] : INFO : Epoch 2044 | loss: 0.0311255 | val_loss: 0.031146 | Time: 2148.42 ms
[2022-04-20 23:19:54 main:581] : INFO : Epoch 2045 | loss: 0.0311273 | val_loss: 0.0311462 | Time: 2155.02 ms
[2022-04-20 23:19:56 main:581] : INFO : Epoch 2046 | loss: 0.0311262 | val_loss: 0.0311463 | Time: 2158.7 ms
[2022-04-20 23:19:58 main:581] : INFO : Epoch 2047 | loss: 0.0311277 | val_loss: 0.0311439 | Time: 2182.44 ms
[2022-04-20 23:20:00 main:581] : INFO : Epoch 2048 | loss: 0.0311278 | val_loss: 0.0311555 | Time: 2182.83 ms
[2022-04-20 23:20:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311555
[2022-04-20 23:20:00 main:610] : INFO : Saving end state to config to file
[2022-04-20 23:20:00 main:615] : INFO : Success, exiting..
23:20:00 (1356993): 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)