Task 14528714
| Name | ParityModified-1647041735-24848-3-0_0 |
| Workunit | 11567773 |
| Created | 7 Apr 2022, 2:16:03 UTC |
| Sent | 10 Apr 2022, 19:41:45 UTC |
| Report deadline | 18 Apr 2022, 19:41:45 UTC |
| Received | 11 Apr 2022, 11:28:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18617 |
| Run time | 5 hours 39 min 49 sec |
| CPU time | 3 hours 51 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,307.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311344 | val_loss: 0.0311548 | Time: 9324.66 ms [2022-04-11 05:04:13 main:574] : INFO : Epoch 1543 | loss: 0.0311335 | val_loss: 0.0311579 | Time: 9971.07 ms [2022-04-11 05:04:23 main:574] : INFO : Epoch 1544 | loss: 0.0311374 | val_loss: 0.0311524 | Time: 10318.2 ms [2022-04-11 05:04:35 main:574] : INFO : Epoch 1545 | loss: 0.0311369 | val_loss: 0.0311553 | Time: 11624.2 ms [2022-04-11 05:04:46 main:574] : INFO : Epoch 1546 | loss: 0.0311354 | val_loss: 0.0311532 | Time: 11139.3 ms [2022-04-11 05:04:55 main:574] : INFO : Epoch 1547 | loss: 0.0311361 | val_loss: 0.0311611 | Time: 9589.92 ms [2022-04-11 05:05:06 main:574] : INFO : Epoch 1548 | loss: 0.0311367 | val_loss: 0.0311577 | Time: 10223.8 ms [2022-04-11 05:05:18 main:574] : INFO : Epoch 1549 | loss: 0.0311398 | val_loss: 0.0311662 | Time: 12051.8 ms [2022-04-11 05:05:27 main:574] : INFO : Epoch 1550 | loss: 0.0311378 | val_loss: 0.031155 | Time: 9627.02 ms [2022-04-11 05:05:38 main:574] : INFO : Epoch 1551 | loss: 0.0311338 | val_loss: 0.0311542 | Time: 10265.1 ms [2022-04-11 05:05:47 main:574] : INFO : Epoch 1552 | loss: 0.031136 | val_loss: 0.0311538 | Time: 9166.73 ms [2022-04-11 05:05:57 main:574] : INFO : Epoch 1553 | loss: 0.0311376 | val_loss: 0.0311563 | Time: 9901.42 ms [2022-04-11 05:06:06 main:574] : INFO : Epoch 1554 | loss: 0.0311359 | val_loss: 0.0311543 | Time: 9536.47 ms [2022-04-11 05:06:17 main:574] : INFO : Epoch 1555 | loss: 0.0311343 | val_loss: 0.0311573 | Time: 10535.4 ms [2022-04-11 05:06:26 main:574] : INFO : Epoch 1556 | loss: 0.0311357 | val_loss: 0.0311597 | Time: 9631.01 ms [2022-04-11 05:06:37 main:574] : INFO : Epoch 1557 | loss: 0.0311379 | val_loss: 0.0311587 | Time: 10263.7 ms [2022-04-11 05:06:46 main:574] : INFO : Epoch 1558 | loss: 0.031137 | val_loss: 0.0311539 | Time: 9513.5 ms [2022-04-11 05:06:56 main:574] : INFO : Epoch 1559 | loss: 0.0311361 | val_loss: 0.0311561 | Time: 10089.4 ms [2022-04-11 05:07:06 main:574] : INFO : Epoch 1560 | loss: 0.0311382 | val_loss: 0.0311598 | Time: 10006.8 ms [2022-04-11 05:07:17 main:574] : INFO : Epoch 1561 | loss: 0.0311385 | val_loss: 0.031157 | Time: 10509.9 ms [2022-04-11 05:07:27 main:574] : INFO : Epoch 1562 | loss: 0.0311391 | val_loss: 0.0311556 | Time: 9875.65 ms [2022-04-11 05:07:37 main:574] : INFO : Epoch 1563 | loss: 0.0311367 | val_loss: 0.0311612 | Time: 10651.4 ms [2022-04-11 05:07:47 main:574] : INFO : Epoch 1564 | loss: 0.0311371 | val_loss: 0.031157 | Time: 9590.56 ms [2022-04-11 05:07:57 main:574] : INFO : Epoch 1565 | loss: 0.0311356 | val_loss: 0.0311547 | Time: 9660.42 ms [2022-04-11 05:08:06 main:574] : INFO : Epoch 1566 | loss: 0.0311362 | val_loss: 0.031157 | Time: 9519.87 ms [2022-04-11 05:08:16 main:574] : INFO : Epoch 1567 | loss: 0.0311368 | val_loss: 0.0311531 | Time: 9581.51 ms [2022-04-11 05:08:26 main:574] : INFO : Epoch 1568 | loss: 0.0311357 | val_loss: 0.0311548 | Time: 9880.27 ms [2022-04-11 05:08:37 main:574] : INFO : Epoch 1569 | loss: 0.0311368 | val_loss: 0.0311614 | Time: 10947.3 ms [2022-04-11 05:08:46 main:574] : INFO : Epoch 1570 | loss: 0.0311345 | val_loss: 0.031156 | Time: 9691.49 ms [2022-04-11 05:08:56 main:574] : INFO : Epoch 1571 | loss: 0.0311345 | val_loss: 0.0311581 | Time: 9663.21 ms [2022-04-11 05:09:06 main:574] : INFO : Epoch 1572 | loss: 0.0311363 | val_loss: 0.0311578 | Time: 9767.79 ms [2022-04-11 05:09:15 main:574] : INFO : Epoch 1573 | loss: 0.0311333 | val_loss: 0.031155 | Time: 8904.51 ms [2022-04-11 05:09:24 main:574] : INFO : Epoch 1574 | loss: 0.0311367 | val_loss: 0.0311586 | Time: 9289.59 ms [2022-04-11 05:09:34 main:574] : INFO : Epoch 1575 | loss: 0.0311382 | val_loss: 0.0311555 | Time: 10353.4 ms [2022-04-11 05:09:44 main:574] : INFO : Epoch 1576 | loss: 0.031134 | val_loss: 0.0311577 | Time: 9599.14 ms [2022-04-11 05:09:53 main:574] : INFO : Epoch 1577 | loss: 0.0311326 | val_loss: 0.0311564 | Time: 9456.99 ms [2022-04-11 05:10:03 main:574] : INFO : Epoch 1578 | loss: 0.0311323 | val_loss: 0.0311548 | Time: 9498.45 ms [2022-04-11 05:10:13 main:574] : INFO : Epoch 1579 | loss: 0.0311338 | val_loss: 0.0311579 | Time: 10004.4 ms [2022-04-11 05:10:22 main:574] : INFO : Epoch 1580 | loss: 0.0311363 | val_loss: 0.0311605 | Time: 9435.46 ms [2022-04-11 05:10:32 main:574] : INFO : Epoch 1581 | loss: 0.0311372 | val_loss: 0.0311617 | Time: 9325.61 ms [2022-04-11 05:10:43 main:574] : INFO : Epoch 1582 | loss: 0.0311365 | val_loss: 0.0311579 | Time: 10833.8 ms [2022-04-11 05:10:52 main:574] : INFO : Epoch 1583 | loss: 0.0311369 | val_loss: 0.0311737 | Time: 9520.95 ms [2022-04-11 05:11:04 main:574] : INFO : Epoch 1584 | loss: 0.0311398 | val_loss: 0.031164 | Time: 11709.8 ms [2022-04-11 05:11:14 main:574] : INFO : Epoch 1585 | loss: 0.0311467 | val_loss: 0.0311652 | Time: 10718.2 ms [2022-04-11 05:11:24 main:574] : INFO : Epoch 1586 | loss: 0.0311435 | val_loss: 0.0311689 | Time: 9233.29 ms [2022-04-11 05:11:34 main:574] : INFO : Epoch 1587 | loss: 0.0311378 | val_loss: 0.0311591 | Time: 10269.8 ms [2022-04-11 05:11:44 main:574] : INFO : Epoch 1588 | loss: 0.0311359 | val_loss: 0.0311589 | Time: 10043.4 ms [2022-04-11 05:11:54 main:574] : INFO : Epoch 1589 | loss: 0.0311342 | val_loss: 0.0311551 | Time: 9834.6 ms [2022-04-11 05:12:03 main:574] : INFO : Epoch 1590 | loss: 0.0311336 | val_loss: 0.0311582 | Time: 9591.77 ms [2022-04-11 05:12:13 main:574] : INFO : Epoch 1591 | loss: 0.0311366 | val_loss: 0.0311626 | Time: 9594.03 ms [2022-04-11 05:12:23 main:574] : INFO : Epoch 1592 | loss: 0.0311361 | val_loss: 0.0311554 | Time: 9931.78 ms [2022-04-11 05:12:32 main:574] : INFO : Epoch 1593 | loss: 0.031134 | val_loss: 0.0311565 | Time: 9089.13 ms [2022-04-11 05:12:43 main:574] : INFO : Epoch 1594 | loss: 0.0311331 | val_loss: 0.0311545 | Time: 10395 ms [2022-04-11 05:12:53 main:574] : INFO : Epoch 1595 | loss: 0.0311357 | val_loss: 0.0311606 | Time: 10383.7 ms [2022-04-11 05:13:03 main:574] : INFO : Epoch 1596 | loss: 0.0311388 | val_loss: 0.0311553 | Time: 9739.93 ms [2022-04-11 05:13:12 main:574] : INFO : Epoch 1597 | loss: 0.0311353 | val_loss: 0.0311598 | Time: 9749.84 ms [2022-04-11 05:13:23 main:574] : INFO : Epoch 1598 | loss: 0.0311366 | val_loss: 0.0311579 | Time: 10347.8 ms [2022-04-11 05:13:32 main:574] : INFO : Epoch 1599 | loss: 0.0311391 | val_loss: 0.0311595 | Time: 9283.31 ms [2022-04-11 05:13:43 main:574] : INFO : Epoch 1600 | loss: 0.0311378 | val_loss: 0.0311627 | Time: 10831.3 ms [2022-04-11 05:13:52 main:574] : INFO : Epoch 1601 | loss: 0.0311339 | val_loss: 0.0311542 | Time: 9239.49 ms [2022-04-11 05:14:02 main:574] : INFO : Epoch 1602 | loss: 0.0311323 | val_loss: 0.0311589 | Time: 9811.46 ms [2022-04-11 05:14:11 main:574] : INFO : Epoch 1603 | loss: 0.0311347 | val_loss: 0.0311561 | Time: 9327.95 ms [2022-04-11 05:14:21 main:574] : INFO : Epoch 1604 | loss: 0.0311371 | val_loss: 0.0311577 | Time: 10015.7 ms [2022-04-11 05:14:31 main:574] : INFO : Epoch 1605 | loss: 0.0311373 | val_loss: 0.0311605 | Time: 9949.94 ms [2022-04-11 05:14:42 main:574] : INFO : Epoch 1606 | loss: 0.0311393 | val_loss: 0.0311571 | Time: 10289.7 ms [2022-04-11 05:14:51 main:574] : INFO : Epoch 1607 | loss: 0.0311385 | val_loss: 0.0311588 | Time: 9678.59 ms [2022-04-11 05:15:01 main:574] : INFO : Epoch 1608 | loss: 0.0311356 | val_loss: 0.0311546 | Time: 9245.26 ms [2022-04-11 05:15:10 main:574] : INFO : Epoch 1609 | loss: 0.0311335 | val_loss: 0.0311575 | Time: 9621.09 ms [2022-04-11 05:15:20 main:574] : INFO : Epoch 1610 | loss: 0.0311382 | val_loss: 0.0311545 | Time: 9401.25 ms [2022-04-11 05:15:30 main:574] : INFO : Epoch 1611 | loss: 0.0311366 | val_loss: 0.0311538 | Time: 9995.5 ms [2022-04-11 05:15:40 main:574] : INFO : Epoch 1612 | loss: 0.0311376 | val_loss: 0.0311572 | Time: 10205.2 ms [2022-04-11 05:15:49 main:574] : INFO : Epoch 1613 | loss: 0.0311352 | val_loss: 0.0311551 | Time: 9631.93 ms [2022-04-11 05:16:00 main:574] : INFO : Epoch 1614 | loss: 0.0311345 | val_loss: 0.0311587 | Time: 10107.8 ms [2022-04-11 05:16:09 main:574] : INFO : Epoch 1615 | loss: 0.0311344 | val_loss: 0.0311532 | Time: 9541.16 ms [2022-04-11 05:16:19 main:574] : INFO : Epoch 1616 | loss: 0.0311352 | val_loss: 0.0311574 | Time: 9987.24 ms [2022-04-11 05:16:29 main:574] : INFO : Epoch 1617 | loss: 0.0311355 | val_loss: 0.0311538 | Time: 9581.51 ms [2022-04-11 05:16:39 main:574] : INFO : Epoch 1618 | loss: 0.0311336 | val_loss: 0.0311571 | Time: 10635.2 ms [2022-04-11 05:16:48 main:574] : INFO : Epoch 1619 | loss: 0.0311329 | val_loss: 0.0311633 | Time: 8798.38 ms [2022-04-11 05:16:58 main:574] : INFO : Epoch 1620 | loss: 0.0311391 | val_loss: 0.0311571 | Time: 9807.62 ms [2022-04-11 05:17:08 main:574] : INFO : Epoch 1621 | loss: 0.0311377 | val_loss: 0.0311608 | Time: 10108.4 ms [2022-04-11 05:17:17 main:574] : INFO : Epoch 1622 | loss: 0.0311397 | val_loss: 0.0311572 | Time: 9337.29 ms [2022-04-11 05:17:27 main:574] : INFO : Epoch 1623 | loss: 0.0311386 | val_loss: 0.0311583 | Time: 9741.81 ms [2022-04-11 05:17:37 main:574] : INFO : Epoch 1624 | loss: 0.031137 | val_loss: 0.0311572 | Time: 9547.94 ms [2022-04-11 05:17:48 main:574] : INFO : Epoch 1625 | loss: 0.0311386 | val_loss: 0.0311559 | Time: 11308.5 ms [2022-04-11 05:17:58 main:574] : INFO : Epoch 1626 | loss: 0.0311365 | val_loss: 0.0311572 | Time: 10017.6 ms [2022-04-11 05:18:08 main:574] : INFO : Epoch 1627 | loss: 0.0311355 | val_loss: 0.0311577 | Time: 9785.11 ms [2022-04-11 05:18:17 main:574] : INFO : Epoch 1628 | loss: 0.0311388 | val_loss: 0.0311606 | Time: 9503.02 ms [2022-04-11 05:18:28 main:574] : INFO : Epoch 1629 | loss: 0.0311378 | val_loss: 0.0311548 | Time: 10386.7 ms [2022-04-11 05:18:37 main:574] : INFO : Epoch 1630 | loss: 0.0311354 | val_loss: 0.03116 | Time: 9563.12 ms [2022-04-11 05:18:48 main:574] : INFO : Epoch 1631 | loss: 0.0311358 | val_loss: 0.0311643 | Time: 10382.8 ms [2022-04-11 05:18:57 main:574] : INFO : Epoch 1632 | loss: 0.0311394 | val_loss: 0.0311594 | Time: 8835.58 ms [2022-04-11 05:19:07 main:574] : INFO : Epoch 1633 | loss: 0.0311436 | val_loss: 0.0311617 | Time: 9970.7 ms [2022-04-11 05:19:16 main:574] : INFO : Epoch 1634 | loss: 0.0385898 | val_loss: 0.0316748 | Time: 9783.79 ms [2022-04-11 05:19:25 main:574] : INFO : Epoch 1635 | loss: 0.0364895 | val_loss: 0.0322484 | Time: 9029.37 ms [2022-04-11 05:19:36 main:574] : INFO : Epoch 1636 | loss: 0.0321551 | val_loss: 0.0315945 | Time: 10275.1 ms [2022-04-11 05:19:45 main:574] : INFO : Epoch 1637 | loss: 0.0313649 | val_loss: 0.0312733 | Time: 9053.74 ms [2022-04-11 05:19:54 main:574] : INFO : Epoch 1638 | loss: 0.0312155 | val_loss: 0.0311851 | Time: 9351.46 ms [2022-04-11 05:20:04 main:574] : INFO : Epoch 1639 | loss: 0.0311792 | val_loss: 0.0311723 | Time: 10168.8 ms [2022-04-11 05:20:16 main:574] : INFO : Epoch 1640 | loss: 0.0311686 | val_loss: 0.0311717 | Time: 12087.1 ms [2022-04-11 05:20:26 main:574] : INFO : Epoch 1641 | loss: 0.031166 | val_loss: 0.0311639 | Time: 9847.24 ms [2022-04-11 05:20:41 main:574] : INFO : Epoch 1642 | loss: 0.0311594 | val_loss: 0.0311611 | Time: 14600.8 ms [2022-04-11 05:20:51 main:574] : INFO : Epoch 1643 | loss: 0.0311556 | val_loss: 0.0311587 | Time: 9918.94 ms [2022-04-11 05:21:00 main:574] : INFO : Epoch 1644 | loss: 0.0311519 | val_loss: 0.0311576 | Time: 9675.78 ms [2022-04-11 05:21:09 main:574] : INFO : Epoch 1645 | loss: 0.0311502 | val_loss: 0.0311597 | Time: 8898.43 ms [2022-04-11 05:21:20 main:574] : INFO : Epoch 1646 | loss: 0.0311504 | val_loss: 0.0311574 | Time: 10280.9 ms [2022-04-11 05:21:29 main:574] : INFO : Epoch 1647 | loss: 0.0311489 | val_loss: 0.0311625 | Time: 9261.69 ms [2022-04-11 05:21:39 main:574] : INFO : Epoch 1648 | loss: 0.031149 | val_loss: 0.0311594 | Time: 10224.6 ms [2022-04-11 05:21:48 main:574] : INFO : Epoch 1649 | loss: 0.0311486 | val_loss: 0.0311585 | Time: 9401.94 ms [2022-04-11 05:21:58 main:574] : INFO : Epoch 1650 | loss: 0.0311483 | val_loss: 0.0311592 | Time: 9280.61 ms [2022-04-11 05:22:08 main:574] : INFO : Epoch 1651 | loss: 0.0311464 | val_loss: 0.0311567 | Time: 9942.45 ms [2022-04-11 05:22:18 main:574] : INFO : Epoch 1652 | loss: 0.0311459 | val_loss: 0.0311604 | Time: 10414.8 ms [2022-04-11 05:22:30 main:574] : INFO : Epoch 1653 | loss: 0.0311462 | val_loss: 0.0311584 | Time: 11406.9 ms [2022-04-11 05:22:41 main:574] : INFO : Epoch 1654 | loss: 0.0311452 | val_loss: 0.031158 | Time: 11490.5 ms [2022-04-11 05:22:50 main:574] : INFO : Epoch 1655 | loss: 0.0311435 | val_loss: 0.0311585 | Time: 9351.17 ms [2022-04-11 05:23:00 main:574] : INFO : Epoch 1656 | loss: 0.0311406 | val_loss: 0.0311552 | Time: 9761.69 ms [2022-04-11 05:23:09 main:574] : INFO : Epoch 1657 | loss: 0.0311419 | val_loss: 0.0311571 | Time: 9140.48 ms [2022-04-11 05:23:19 main:574] : INFO : Epoch 1658 | loss: 0.031142 | val_loss: 0.0311582 | Time: 10000.5 ms [2022-04-11 05:23:29 main:574] : INFO : Epoch 1659 | loss: 0.0311406 | val_loss: 0.031156 | Time: 9918.51 ms [2022-04-11 05:23:39 main:574] : INFO : Epoch 1660 | loss: 0.0311372 | val_loss: 0.0311534 | Time: 9796.45 ms [2022-04-11 05:23:49 main:574] : INFO : Epoch 1661 | loss: 0.0311371 | val_loss: 0.0311516 | Time: 9503.76 ms [2022-04-11 05:23:58 main:574] : INFO : Epoch 1662 | loss: 0.0311367 | val_loss: 0.0311551 | Time: 9081.31 ms [2022-04-11 05:24:07 main:574] : INFO : Epoch 1663 | loss: 0.0311357 | val_loss: 0.0311558 | Time: 9634.96 ms [2022-04-11 05:24:17 main:574] : INFO : Epoch 1664 | loss: 0.0311396 | val_loss: 0.031157 | Time: 9857.92 ms [2022-04-11 05:24:27 main:574] : INFO : Epoch 1665 | loss: 0.0311387 | val_loss: 0.0311532 | Time: 9782.51 ms [2022-04-11 05:24:37 main:574] : INFO : Epoch 1666 | loss: 0.0311364 | val_loss: 0.0311545 | Time: 10457.5 ms [2022-04-11 05:24:47 main:574] : INFO : Epoch 1667 | loss: 0.0311397 | val_loss: 0.0311614 | Time: 9736.21 ms [2022-04-11 05:24:57 main:574] : INFO : Epoch 1668 | loss: 0.0311386 | val_loss: 0.0311558 | Time: 9952.04 ms [2022-04-11 05:25:07 main:574] : INFO : Epoch 1669 | loss: 0.0311369 | val_loss: 0.0311531 | Time: 9474.81 ms [2022-04-11 05:25:16 main:574] : INFO : Epoch 1670 | loss: 0.0311359 | val_loss: 0.031157 | Time: 9669.87 ms [2022-04-11 05:25:26 main:574] : INFO : Epoch 1671 | loss: 0.031136 | val_loss: 0.0311589 | Time: 9309.3 ms [2022-04-11 05:25:36 main:574] : INFO : Epoch 1672 | loss: 0.0311399 | val_loss: 0.0311593 | Time: 9926.46 ms [2022-04-11 05:25:46 main:574] : INFO : Epoch 1673 | loss: 0.0311411 | val_loss: 0.0311563 | Time: 10117.9 ms [2022-04-11 05:25:56 main:574] : INFO : Epoch 1674 | loss: 0.0311382 | val_loss: 0.031155 | Time: 10348.7 ms [2022-04-11 05:26:06 main:574] : INFO : Epoch 1675 | loss: 0.0311353 | val_loss: 0.0311571 | Time: 9718.23 ms [2022-04-11 05:26:16 main:574] : INFO : Epoch 1676 | loss: 0.0311441 | val_loss: 0.031162 | Time: 9982.5 ms [2022-04-11 05:26:26 main:574] : INFO : Epoch 1677 | loss: 0.0311471 | val_loss: 0.0311596 | Time: 10104.4 ms [2022-04-11 05:26:36 main:574] : INFO : Epoch 1678 | loss: 0.0311516 | val_loss: 0.0311643 | Time: 10309.5 ms [2022-04-11 05:26:46 main:574] : INFO : Epoch 1679 | loss: 0.0311498 | val_loss: 0.0311616 | Time: 9626.92 ms [2022-04-11 05:26:55 main:574] : INFO : Epoch 1680 | loss: 0.0311485 | val_loss: 0.0311603 | Time: 8968.57 ms [2022-04-11 05:27:04 main:574] : INFO : Epoch 1681 | loss: 0.0311441 | val_loss: 0.0311562 | Time: 9739.77 ms [2022-04-11 05:27:14 main:574] : INFO : Epoch 1682 | loss: 0.0311418 | val_loss: 0.0311535 | Time: 9583.29 ms [2022-04-11 05:27:24 main:574] : INFO : Epoch 1683 | loss: 0.0311415 | val_loss: 0.0311604 | Time: 9491.68 ms [2022-04-11 05:27:35 main:574] : INFO : Epoch 1684 | loss: 0.0311416 | val_loss: 0.0311638 | Time: 10989.4 ms [2022-04-11 05:27:45 main:574] : INFO : Epoch 1685 | loss: 0.0311403 | val_loss: 0.031154 | Time: 10370.7 ms [2022-04-11 05:27:54 main:574] : INFO : Epoch 1686 | loss: 0.0311399 | val_loss: 0.0311527 | Time: 9480.27 ms [2022-04-11 05:28:04 main:574] : INFO : Epoch 1687 | loss: 0.0311384 | val_loss: 0.0311539 | Time: 9682.38 ms [2022-04-11 05:28:14 main:574] : INFO : Epoch 1688 | loss: 0.0311375 | val_loss: 0.0311555 | Time: 10007.2 ms [2022-04-11 05:28:23 main:574] : INFO : Epoch 1689 | loss: 0.0311362 | val_loss: 0.031156 | Time: 8944.3 ms [2022-04-11 05:28:33 main:574] : INFO : Epoch 1690 | loss: 0.0311378 | val_loss: 0.0311566 | Time: 10261.7 ms [2022-04-11 05:28:43 main:574] : INFO : Epoch 1691 | loss: 0.0311386 | val_loss: 0.0311554 | Time: 9811.46 ms [2022-04-11 05:28:53 main:574] : INFO : Epoch 1692 | loss: 0.0311387 | val_loss: 0.0311561 | Time: 10073.4 ms [2022-04-11 05:29:03 main:574] : INFO : Epoch 1693 | loss: 0.031138 | val_loss: 0.0311587 | Time: 9546.94 ms [2022-04-11 05:29:13 main:574] : INFO : Epoch 1694 | loss: 0.0311376 | val_loss: 0.0311579 | Time: 10324.6 ms [2022-04-11 05:29:23 main:574] : INFO : Epoch 1695 | loss: 0.031138 | val_loss: 0.0311533 | Time: 9822.4 ms [2022-04-11 05:29:34 main:574] : INFO : Epoch 1696 | loss: 0.0311406 | val_loss: 0.031159 | Time: 11357.4 ms [2022-04-11 05:29:45 main:574] : INFO : Epoch 1697 | loss: 0.0311419 | val_loss: 0.031161 | Time: 10195.8 ms [2022-04-11 05:29:54 main:574] : INFO : Epoch 1698 | loss: 0.0311417 | val_loss: 0.0311574 | Time: 9583.21 ms [2022-04-11 05:30:04 main:574] : INFO : Epoch 1699 | loss: 0.0311402 | val_loss: 0.0311537 | Time: 9893.73 ms [2022-04-11 05:30:14 main:574] : INFO : Epoch 1700 | loss: 0.0311411 | val_loss: 0.0311572 | Time: 10175.1 ms [2022-04-11 05:30:24 main:574] : INFO : Epoch 1701 | loss: 0.0311402 | val_loss: 0.031157 | Time: 9689.78 ms [2022-04-11 05:30:34 main:574] : INFO : Epoch 1702 | loss: 0.0311385 | val_loss: 0.0311561 | Time: 10250.9 ms [2022-04-11 05:30:44 main:574] : INFO : Epoch 1703 | loss: 0.0311379 | val_loss: 0.0311556 | Time: 9848.07 ms [2022-04-11 05:30:54 main:574] : INFO : Epoch 1704 | loss: 0.0311378 | val_loss: 0.0311566 | Time: 10397.2 ms [2022-04-11 05:31:04 main:574] : INFO : Epoch 1705 | loss: 0.0311367 | val_loss: 0.0311531 | Time: 9214.77 ms [2022-04-11 05:31:13 main:574] : INFO : Epoch 1706 | loss: 0.0311367 | val_loss: 0.0311536 | Time: 9620.3 ms [2022-04-11 05:31:23 main:574] : INFO : Epoch 1707 | loss: 0.0311362 | val_loss: 0.0311548 | Time: 9342.91 ms [2022-04-11 05:31:32 main:574] : INFO : Epoch 1708 | loss: 0.031137 | val_loss: 0.0311561 | Time: 9442.22 ms [2022-04-11 05:31:42 main:574] : INFO : Epoch 1709 | loss: 0.0311379 | val_loss: 0.0311597 | Time: 10340.1 ms [2022-04-11 05:31:52 main:574] : INFO : Epoch 1710 | loss: 0.0311415 | val_loss: 0.0311613 | Time: 9078.69 ms [2022-04-11 05:32:02 main:574] : INFO : Epoch 1711 | loss: 0.0311399 | val_loss: 0.0311544 | Time: 10951.1 ms [2022-04-11 05:32:12 main:574] : INFO : Epoch 1712 | loss: 0.0311375 | val_loss: 0.0311489 | Time: 9218.74 ms [2022-04-11 05:32:22 main:574] : INFO : Epoch 1713 | loss: 0.0311367 | val_loss: 0.0311516 | Time: 9906.94 ms [2022-04-11 05:32:31 main:574] : INFO : Epoch 1714 | loss: 0.0311372 | val_loss: 0.0311557 | Time: 9469.53 ms [2022-04-11 05:32:43 main:574] : INFO : Epoch 1715 | loss: 0.0311369 | val_loss: 0.0311543 | Time: 11561.2 ms [2022-04-11 05:32:53 main:574] : INFO : Epoch 1716 | loss: 0.0311367 | val_loss: 0.0311514 | Time: 9950.4 ms [2022-04-11 05:33:03 main:574] : INFO : Epoch 1717 | loss: 0.0311369 | val_loss: 0.0311484 | Time: 10032.4 ms [2022-04-11 05:33:12 main:574] : INFO : Epoch 1718 | loss: 0.0311367 | val_loss: 0.031153 | Time: 9227.76 ms [2022-04-11 05:33:22 main:574] : INFO : Epoch 1719 | loss: 0.0311365 | val_loss: 0.0311522 | Time: 9742.04 ms [2022-04-11 05:33:31 main:574] : INFO : Epoch 1720 | loss: 0.0311379 | val_loss: 0.0311574 | Time: 9360.5 ms [2022-04-11 05:33:42 main:574] : INFO : Epoch 1721 | loss: 0.0311378 | val_loss: 0.0311548 | Time: 10782.8 ms [2022-04-11 05:33:51 main:574] : INFO : Epoch 1722 | loss: 0.0311403 | val_loss: 0.0311557 | Time: 9550.08 ms [2022-04-11 05:34:01 main:574] : INFO : Epoch 1723 | loss: 0.0311425 | val_loss: 0.0311592 | Time: 9334.1 ms [2022-04-11 05:34:10 main:574] : INFO : Epoch 1724 | loss: 0.0311424 | val_loss: 0.0311592 | Time: 9645 ms [2022-04-11 05:34:20 main:574] : INFO : Epoch 1725 | loss: 0.0311402 | val_loss: 0.0311529 | Time: 9658.53 ms [2022-04-11 05:34:30 main:574] : INFO : Epoch 1726 | loss: 0.0311371 | val_loss: 0.0311526 | Time: 9636.83 ms [2022-04-11 05:34:40 main:574] : INFO : Epoch 1727 | loss: 0.0311382 | val_loss: 0.0311539 | Time: 9944.69 ms [2022-04-11 05:34:50 main:574] : INFO : Epoch 1728 | loss: 0.0311362 | val_loss: 0.0311546 | Time: 9940.42 ms [2022-04-11 05:34:59 main:574] : INFO : Epoch 1729 | loss: 0.0311378 | val_loss: 0.0311515 | Time: 9529.06 ms [2022-04-11 05:35:10 main:574] : INFO : Epoch 1730 | loss: 0.0311375 | val_loss: 0.0311538 | Time: 11357.8 ms [2022-04-11 05:35:22 main:574] : INFO : Epoch 1731 | loss: 0.0311368 | val_loss: 0.031154 | Time: 11542.3 ms [2022-04-11 05:35:32 main:574] : INFO : Epoch 1732 | loss: 0.0311365 | val_loss: 0.0311528 | Time: 9567.03 ms [2022-04-11 05:35:42 main:574] : INFO : Epoch 1733 | loss: 0.0311355 | val_loss: 0.0311524 | Time: 10001.7 ms [2022-04-11 05:35:52 main:574] : INFO : Epoch 1734 | loss: 0.0311373 | val_loss: 0.0311525 | Time: 10409.7 ms [2022-04-11 05:36:02 main:574] : INFO : Epoch 1735 | loss: 0.0311366 | val_loss: 0.0311519 | Time: 9851.63 ms [2022-04-11 05:36:15 main:574] : INFO : Epoch 1736 | loss: 0.0311366 | val_loss: 0.031153 | Time: 13504.3 ms [2022-04-11 05:36:27 main:574] : INFO : Epoch 1737 | loss: 0.0311363 | val_loss: 0.0311546 | Time: 11276 ms [2022-04-11 05:36:36 main:574] : INFO : Epoch 1738 | loss: 0.0311369 | val_loss: 0.0311574 | Time: 9640.74 ms [2022-04-11 05:36:46 main:574] : INFO : Epoch 1739 | loss: 0.0311389 | val_loss: 0.0311575 | Time: 9685.42 ms [2022-04-11 05:36:56 main:574] : INFO : Epoch 1740 | loss: 0.0311394 | val_loss: 0.0311648 | Time: 9783.21 ms [2022-04-11 05:37:06 main:574] : INFO : Epoch 1741 | loss: 0.0311425 | val_loss: 0.031157 | Time: 10100.3 ms [2022-04-11 05:37:16 main:574] : INFO : Epoch 1742 | loss: 0.0311394 | val_loss: 0.0311614 | Time: 9963.78 ms [2022-04-11 05:37:26 main:574] : INFO : Epoch 1743 | loss: 0.0311379 | val_loss: 0.0311577 | Time: 10419.8 ms [2022-04-11 05:37:37 main:574] : INFO : Epoch 1744 | loss: 0.0311414 | val_loss: 0.0311581 | Time: 11075.4 ms [2022-04-11 05:37:48 main:574] : INFO : Epoch 1745 | loss: 0.0311405 | val_loss: 0.0311562 | Time: 10428.5 ms [2022-04-11 05:37:57 main:574] : INFO : Epoch 1746 | loss: 0.0311384 | val_loss: 0.0311544 | Time: 9634.01 ms [2022-04-11 05:38:08 main:574] : INFO : Epoch 1747 | loss: 0.0311352 | val_loss: 0.031156 | Time: 10082.3 ms [2022-04-11 05:38:17 main:574] : INFO : Epoch 1748 | loss: 0.0311395 | val_loss: 0.0311567 | Time: 9199.92 ms [2022-04-11 05:38:27 main:574] : INFO : Epoch 1749 | loss: 0.0311361 | val_loss: 0.0311544 | Time: 10642.5 ms [2022-04-11 05:38:42 main:574] : INFO : Epoch 1750 | loss: 0.0311355 | val_loss: 0.0311568 | Time: 14480.8 ms [2022-04-11 05:38:52 main:574] : INFO : Epoch 1751 | loss: 0.0311364 | val_loss: 0.0311535 | Time: 9809.24 ms [2022-04-11 05:39:01 main:574] : INFO : Epoch 1752 | loss: 0.0311406 | val_loss: 0.0311561 | Time: 9274.69 ms [2022-04-11 05:39:11 main:574] : INFO : Epoch 1753 | loss: 0.0311363 | val_loss: 0.0311546 | Time: 10200.2 ms [2022-04-11 05:39:20 main:574] : INFO : Epoch 1754 | loss: 0.0311391 | val_loss: 0.0311538 | Time: 9116.87 ms [2022-04-11 05:39:30 main:574] : INFO : Epoch 1755 | loss: 0.0311408 | val_loss: 0.0311552 | Time: 9457.81 ms [2022-04-11 05:39:41 main:574] : INFO : Epoch 1756 | loss: 0.0311377 | val_loss: 0.0311536 | Time: 11077.3 ms [2022-04-11 05:39:51 main:574] : INFO : Epoch 1757 | loss: 0.0311417 | val_loss: 0.0311555 | Time: 9898.47 ms [2022-04-11 05:40:00 main:574] : INFO : Epoch 1758 | loss: 0.0311455 | val_loss: 0.031162 | Time: 9547.05 ms [2022-04-11 05:40:10 main:574] : INFO : Epoch 1759 | loss: 0.0311476 | val_loss: 0.0311561 | Time: 9663.54 ms [2022-04-11 05:40:20 main:574] : INFO : Epoch 1760 | loss: 0.0311473 | val_loss: 0.0311531 | Time: 9865.89 ms [2022-04-11 05:40:30 main:574] : INFO : Epoch 1761 | loss: 0.0311416 | val_loss: 0.0311542 | Time: 9784.53 ms [2022-04-11 05:40:40 main:574] : INFO : Epoch 1762 | loss: 0.0311409 | val_loss: 0.0311594 | Time: 10550.8 ms [2022-04-11 05:40:50 main:574] : INFO : Epoch 1763 | loss: 0.031141 | val_loss: 0.0311564 | Time: 9925.39 ms [2022-04-11 05:41:00 main:574] : INFO : Epoch 1764 | loss: 0.0311379 | val_loss: 0.0311554 | Time: 9803.34 ms [2022-04-11 05:41:09 main:574] : INFO : Epoch 1765 | loss: 0.0311376 | val_loss: 0.0311558 | Time: 9489.92 ms [2022-04-11 05:41:19 main:574] : INFO : Epoch 1766 | loss: 0.0311366 | val_loss: 0.0311541 | Time: 9999.67 ms [2022-04-11 05:41:29 main:574] : INFO : Epoch 1767 | loss: 0.0311426 | val_loss: 0.0311564 | Time: 9470.46 ms [2022-04-11 05:41:39 main:574] : INFO : Epoch 1768 | loss: 0.031154 | val_loss: 0.0311601 | Time: 10167.8 ms [2022-04-11 05:41:49 main:574] : INFO : Epoch 1769 | loss: 0.0311503 | val_loss: 0.0311567 | Time: 9360.57 ms [2022-04-11 05:41:58 main:574] : INFO : Epoch 1770 | loss: 0.0311479 | val_loss: 0.0311588 | Time: 9486.4 ms [2022-04-11 05:42:08 main:574] : INFO : Epoch 1771 | loss: 0.0311452 | val_loss: 0.0311624 | Time: 10455.9 ms [2022-04-11 05:42:18 main:574] : INFO : Epoch 1772 | loss: 0.031145 | val_loss: 0.0311575 | Time: 9072.19 ms [2022-04-11 05:42:28 main:574] : INFO : Epoch 1773 | loss: 0.0311431 | val_loss: 0.0311556 | Time: 10379.5 ms [2022-04-11 05:42:38 main:574] : INFO : Epoch 1774 | loss: 0.0311421 | val_loss: 0.0311552 | Time: 9791.59 ms [2022-04-11 05:42:48 main:574] : INFO : Epoch 1775 | loss: 0.0311442 | val_loss: 0.0311515 | Time: 9803.86 ms [2022-04-11 05:42:57 main:574] : INFO : Epoch 1776 | loss: 0.0311423 | val_loss: 0.0311679 | Time: 9521.15 ms [2022-04-11 05:43:07 main:574] : INFO : Epoch 1777 | loss: 0.0311421 | val_loss: 0.0311549 | Time: 9599.25 ms [2022-04-11 05:43:17 main:574] : INFO : Epoch 1778 | loss: 0.031141 | val_loss: 0.0311561 | Time: 10027.3 ms [2022-04-11 05:43:25 main:574] : INFO : Epoch 1779 | loss: 0.0311448 | val_loss: 0.0311556 | Time: 8763.74 ms [2022-04-11 05:43:35 main:574] : INFO : Epoch 1780 | loss: 0.031142 | val_loss: 0.0311531 | Time: 9928.84 ms [2022-04-11 05:43:45 main:574] : INFO : Epoch 1781 | loss: 0.0311409 | val_loss: 0.0311509 | Time: 9682.44 ms [2022-04-11 05:43:55 main:574] : INFO : Epoch 1782 | loss: 0.0311417 | val_loss: 0.0311518 | Time: 10008.8 ms [2022-04-11 05:44:05 main:574] : INFO : Epoch 1783 | loss: 0.0311407 | val_loss: 0.0311568 | Time: 9640.6 ms [2022-04-11 05:44:14 main:574] : INFO : Epoch 1784 | loss: 0.0311415 | val_loss: 0.031157 | Time: 9144.95 ms [2022-04-11 05:44:24 main:574] : INFO : Epoch 1785 | loss: 0.0311399 | val_loss: 0.0311551 | Time: 9818.37 ms [2022-04-11 05:44:33 main:574] : INFO : Epoch 1786 | loss: 0.031139 | val_loss: 0.0311576 | Time: 9471.2 ms [2022-04-11 05:44:44 main:574] : INFO : Epoch 1787 | loss: 0.0311393 | val_loss: 0.0311549 | Time: 10826.9 ms [2022-04-11 05:44:53 main:574] : INFO : Epoch 1788 | loss: 0.0311377 | val_loss: 0.0311533 | Time: 9112.04 ms [2022-04-11 05:45:03 main:574] : INFO : Epoch 1789 | loss: 0.0311371 | val_loss: 0.0311536 | Time: 9808.74 ms [2022-04-11 05:45:12 main:574] : INFO : Epoch 1790 | loss: 0.031136 | val_loss: 0.0311536 | Time: 9525.06 ms [2022-04-11 05:45:22 main:574] : INFO : Epoch 1791 | loss: 0.0311378 | val_loss: 0.0311541 | Time: 9141.31 ms [2022-04-11 05:45:32 main:574] : INFO : Epoch 1792 | loss: 0.0311366 | val_loss: 0.0311549 | Time: 10240.9 ms [2022-04-11 05:45:41 main:574] : INFO : Epoch 1793 | loss: 0.0311387 | val_loss: 0.0311582 | Time: 9548.45 ms [2022-04-11 05:45:51 main:574] : INFO : Epoch 1794 | loss: 0.0311409 | val_loss: 0.0311544 | Time: 9891.25 ms [2022-04-11 05:46:01 main:574] : INFO : Epoch 1795 | loss: 0.0311382 | val_loss: 0.0311515 | Time: 9802.5 ms [2022-04-11 05:46:10 main:574] : INFO : Epoch 1796 | loss: 0.0311416 | val_loss: 0.0311554 | Time: 9300.53 ms [2022-04-11 05:46:20 main:574] : INFO : Epoch 1797 | loss: 0.0311409 | val_loss: 0.0311542 | Time: 9618.82 ms [2022-04-11 05:46:30 main:574] : INFO : Epoch 1798 | loss: 0.0311362 | val_loss: 0.0311547 | Time: 9756.65 ms [2022-04-11 05:46:41 main:574] : INFO : Epoch 1799 | loss: 0.0311372 | val_loss: 0.0311581 | Time: 11185.9 ms [2022-04-11 05:46:50 main:574] : INFO : Epoch 1800 | loss: 0.0311417 | val_loss: 0.0311574 | Time: 9341.29 ms [2022-04-11 05:47:00 main:574] : INFO : Epoch 1801 | loss: 0.0311382 | val_loss: 0.0311569 | Time: 9737.21 ms [2022-04-11 05:47:10 main:574] : INFO : Epoch 1802 | loss: 0.0311369 | val_loss: 0.0311596 | Time: 9384.98 ms [2022-04-11 05:47:19 main:574] : INFO : Epoch 1803 | loss: 0.031135 | val_loss: 0.0311561 | Time: 9328.3 ms [2022-04-11 05:47:28 main:574] : INFO : Epoch 1804 | loss: 0.0311344 | val_loss: 0.0311533 | Time: 9343.13 ms [2022-04-11 05:47:38 main:574] : INFO : Epoch 1805 | loss: 0.0311355 | val_loss: 0.0311542 | Time: 9748.72 ms [2022-04-11 05:47:48 main:574] : INFO : Epoch 1806 | loss: 0.0311338 | val_loss: 0.0311544 | Time: 9612.78 ms [2022-04-11 05:47:57 main:574] : INFO : Epoch 1807 | loss: 0.031134 | val_loss: 0.0311536 | Time: 9869.8 ms [2022-04-11 05:48:08 main:574] : INFO : Epoch 1808 | loss: 0.0311339 | val_loss: 0.0311551 | Time: 10203.7 ms [2022-04-11 05:48:18 main:574] : INFO : Epoch 1809 | loss: 0.031133 | val_loss: 0.0311541 | Time: 10189.6 ms [2022-04-11 05:48:29 main:574] : INFO : Epoch 1810 | loss: 0.0311322 | val_loss: 0.0311547 | Time: 11117.9 ms [2022-04-11 05:48:39 main:574] : INFO : Epoch 1811 | loss: 0.0311331 | val_loss: 0.0311559 | Time: 10269 ms [2022-04-11 05:48:49 main:574] : INFO : Epoch 1812 | loss: 0.031135 | val_loss: 0.0311553 | Time: 9782.98 ms [2022-04-11 05:48:59 main:574] : INFO : Epoch 1813 | loss: 0.0311351 | val_loss: 0.0311546 | Time: 9512.52 ms [2022-04-11 05:49:09 main:574] : INFO : Epoch 1814 | loss: 0.0311334 | val_loss: 0.0311546 | Time: 9991.62 ms [2022-04-11 05:49:18 main:574] : INFO : Epoch 1815 | loss: 0.0311334 | val_loss: 0.0311562 | Time: 9380.59 ms [2022-04-11 05:49:28 main:574] : INFO : Epoch 1816 | loss: 0.0311341 | val_loss: 0.0311535 | Time: 10328.7 ms [2022-04-11 05:49:39 main:574] : INFO : Epoch 1817 | loss: 0.0311323 | val_loss: 0.0311598 | Time: 10349.3 ms [2022-04-11 05:49:49 main:574] : INFO : Epoch 1818 | loss: 0.0311377 | val_loss: 0.0311681 | Time: 10374.2 ms [2022-04-11 05:49:58 main:574] : INFO : Epoch 1819 | loss: 0.0311395 | val_loss: 0.0311596 | Time: 9297.99 ms [2022-04-11 05:50:10 main:574] : INFO : Epoch 1820 | loss: 0.0311364 | val_loss: 0.0311579 | Time: 11351.4 ms [2022-04-11 05:50:22 main:574] : INFO : Epoch 1821 | loss: 0.0311362 | val_loss: 0.0311539 | Time: 11856.6 ms [2022-04-11 05:50:30 main:574] : INFO : Epoch 1822 | loss: 0.0311359 | val_loss: 0.0311602 | Time: 8737.61 ms [2022-04-11 05:50:42 main:574] : INFO : Epoch 1823 | loss: 0.0311347 | val_loss: 0.0311546 | Time: 11521.9 ms [2022-04-11 05:50:52 main:574] : INFO : Epoch 1824 | loss: 0.0311347 | val_loss: 0.0311567 | Time: 9728 ms [2022-04-11 05:51:01 main:574] : INFO : Epoch 1825 | loss: 0.0311344 | val_loss: 0.0311558 | Time: 9456.11 ms [2022-04-11 05:51:11 main:574] : INFO : Epoch 1826 | loss: 0.0311321 | val_loss: 0.0311583 | Time: 9394.67 ms [2022-04-11 05:51:21 main:574] : INFO : Epoch 1827 | loss: 0.0311327 | val_loss: 0.0311576 | Time: 10043.6 ms [2022-04-11 05:51:30 main:574] : INFO : Epoch 1828 | loss: 0.0311329 | val_loss: 0.0311571 | Time: 9429.03 ms [2022-04-11 05:51:40 main:574] : INFO : Epoch 1829 | loss: 0.031131 | val_loss: 0.0311601 | Time: 9886.81 ms [2022-04-11 05:51:50 main:574] : INFO : Epoch 1830 | loss: 0.0311299 | val_loss: 0.0311569 | Time: 10066.3 ms [2022-04-11 05:51:59 main:574] : INFO : Epoch 1831 | loss: 0.0311311 | val_loss: 0.0311542 | Time: 9426.75 ms [2022-04-11 05:52:10 main:574] : INFO : Epoch 1832 | loss: 0.0311315 | val_loss: 0.0311561 | Time: 10134.4 ms [2022-04-11 05:52:20 main:574] : INFO : Epoch 1833 | loss: 0.0311336 | val_loss: 0.0311581 | Time: 9925.51 ms [2022-04-11 05:52:31 main:574] : INFO : Epoch 1834 | loss: 0.0311318 | val_loss: 0.0311576 | Time: 11343.8 ms [2022-04-11 05:52:42 main:574] : INFO : Epoch 1835 | loss: 0.0311312 | val_loss: 0.0311568 | Time: 11418.6 ms [2022-04-11 05:52:52 main:574] : INFO : Epoch 1836 | loss: 0.0311311 | val_loss: 0.0311557 | Time: 9726.24 ms [2022-04-11 05:53:02 main:574] : INFO : Epoch 1837 | loss: 0.0311307 | val_loss: 0.0311569 | Time: 9799.15 ms [2022-04-11 05:53:11 main:574] : INFO : Epoch 1838 | loss: 0.0311318 | val_loss: 0.0311626 | Time: 9363.05 ms [2022-04-11 05:53:21 main:574] : INFO : Epoch 1839 | loss: 0.0311367 | val_loss: 0.0311638 | Time: 9347.51 ms [2022-04-11 05:53:30 main:574] : INFO : Epoch 1840 | loss: 0.0311365 | val_loss: 0.0311541 | Time: 9136.23 ms [2022-04-11 05:53:39 main:574] : INFO : Epoch 1841 | loss: 0.0311322 | val_loss: 0.0311643 | Time: 9251.27 ms [2022-04-11 05:53:48 main:574] : INFO : Epoch 1842 | loss: 0.0311379 | val_loss: 0.0311647 | Time: 9424.06 ms [2022-04-11 05:53:58 main:574] : INFO : Epoch 1843 | loss: 0.031135 | val_loss: 0.0311599 | Time: 9328.86 ms [2022-04-11 05:54:07 main:574] : INFO : Epoch 1844 | loss: 0.0311323 | val_loss: 0.0311628 | Time: 9017.43 ms [2022-04-11 05:54:16 main:574] : INFO : Epoch 1845 | loss: 0.0311312 | val_loss: 0.0311566 | Time: 9475.94 ms [2022-04-11 05:54:26 main:574] : INFO : Epoch 1846 | loss: 0.03113 | val_loss: 0.0311523 | Time: 9292.46 ms [2022-04-11 05:54:35 main:574] : INFO : Epoch 1847 | loss: 0.0311326 | val_loss: 0.0311583 | Time: 9761.93 ms [2022-04-11 05:54:45 main:574] : INFO : Epoch 1848 | loss: 0.0311333 | val_loss: 0.0311572 | Time: 9554.69 ms [2022-04-11 05:54:55 main:574] : INFO : Epoch 1849 | loss: 0.031134 | val_loss: 0.0311555 | Time: 9738.81 ms [2022-04-11 05:55:04 main:574] : INFO : Epoch 1850 | loss: 0.0311326 | val_loss: 0.0311565 | Time: 8876.4 ms [2022-04-11 05:55:13 main:574] : INFO : Epoch 1851 | loss: 0.0311315 | val_loss: 0.0311525 | Time: 9640.6 ms [2022-04-11 05:55:23 main:574] : INFO : Epoch 1852 | loss: 0.0311317 | val_loss: 0.0311545 | Time: 10118.2 ms [2022-04-11 05:55:33 main:574] : INFO : Epoch 1853 | loss: 0.0311294 | val_loss: 0.0311532 | Time: 9818.45 ms [2022-04-11 05:55:43 main:574] : INFO : Epoch 1854 | loss: 0.0311299 | val_loss: 0.0311549 | Time: 10202.5 ms [2022-04-11 05:55:53 main:574] : INFO : Epoch 1855 | loss: 0.0311314 | val_loss: 0.0311562 | Time: 9654.22 ms [2022-04-11 05:56:03 main:574] : INFO : Epoch 1856 | loss: 0.0311317 | val_loss: 0.0311544 | Time: 9858.67 ms [2022-04-11 05:56:12 main:574] : INFO : Epoch 1857 | loss: 0.0311293 | val_loss: 0.031154 | Time: 8962.55 ms [2022-04-11 05:56:22 main:574] : INFO : Epoch 1858 | loss: 0.0311278 | val_loss: 0.0311527 | Time: 9975.5 ms [2022-04-11 05:56:31 main:574] : INFO : Epoch 1859 | loss: 0.0311285 | val_loss: 0.0311538 | Time: 9661.89 ms [2022-04-11 05:56:41 main:574] : INFO : Epoch 1860 | loss: 0.0311288 | val_loss: 0.0311561 | Time: 9785.22 ms [2022-04-11 05:56:52 main:574] : INFO : Epoch 1861 | loss: 0.0311317 | val_loss: 0.031156 | Time: 10534.3 ms [2022-04-11 05:57:02 main:574] : INFO : Epoch 1862 | loss: 0.0311313 | val_loss: 0.0311519 | Time: 10152.9 ms [2022-04-11 05:57:11 main:574] : INFO : Epoch 1863 | loss: 0.0311305 | val_loss: 0.0311603 | Time: 9434.71 ms [2022-04-11 05:57:22 main:574] : INFO : Epoch 1864 | loss: 0.0311312 | val_loss: 0.0311565 | Time: 10209.3 ms [2022-04-11 05:57:31 main:574] : INFO : Epoch 1865 | loss: 0.0311294 | val_loss: 0.0311542 | Time: 9820.68 ms [2022-04-11 05:57:42 main:574] : INFO : Epoch 1866 | loss: 0.0311282 | val_loss: 0.0311528 | Time: 11020 ms [2022-04-11 05:57:52 main:574] : INFO : Epoch 1867 | loss: 0.0311274 | val_loss: 0.0311555 | Time: 9320.09 ms [2022-04-11 05:58:01 main:574] : INFO : Epoch 1868 | loss: 0.0311289 | val_loss: 0.031157 | Time: 9543.65 ms [2022-04-11 05:58:11 main:574] : INFO : Epoch 1869 | loss: 0.0311294 | val_loss: 0.0311539 | Time: 9908.82 ms [2022-04-11 05:58:20 main:574] : INFO : Epoch 1870 | loss: 0.0311293 | val_loss: 0.0311543 | Time: 9118.01 ms [2022-04-11 05:58:30 main:574] : INFO : Epoch 1871 | loss: 0.0311297 | val_loss: 0.0311588 | Time: 10037.7 ms [2022-04-11 05:58:40 main:574] : INFO : Epoch 1872 | loss: 0.0311337 | val_loss: 0.0311606 | Time: 9161.8 ms [2022-04-11 05:58:49 main:574] : INFO : Epoch 1873 | loss: 0.0311309 | val_loss: 0.0311607 | Time: 9681.12 ms [2022-04-11 05:58:59 main:574] : INFO : Epoch 1874 | loss: 0.0311316 | val_loss: 0.0311545 | Time: 9717.28 ms [2022-04-11 05:59:08 main:574] : INFO : Epoch 1875 | loss: 0.0311318 | val_loss: 0.0311545 | Time: 9267.24 ms [2022-04-11 05:59:18 main:574] : INFO : Epoch 1876 | loss: 0.0311334 | val_loss: 0.031161 | Time: 10136.8 ms [2022-04-11 05:59:28 main:574] : INFO : Epoch 1877 | loss: 0.0311347 | val_loss: 0.0311527 | Time: 9410.8 ms [2022-04-11 05:59:38 main:574] : INFO : Epoch 1878 | loss: 0.0311318 | val_loss: 0.0311532 | Time: 10257.4 ms [2022-04-11 05:59:48 main:574] : INFO : Epoch 1879 | loss: 0.0311284 | val_loss: 0.0311544 | Time: 9742.28 ms [2022-04-11 05:59:57 main:574] : INFO : Epoch 1880 | loss: 0.031129 | val_loss: 0.0311545 | Time: 8867.53 ms [2022-04-11 06:00:07 main:574] : INFO : Epoch 1881 | loss: 0.0311293 | val_loss: 0.0311523 | Time: 10123.5 ms [2022-04-11 06:00:17 main:574] : INFO : Epoch 1882 | loss: 0.0311284 | val_loss: 0.0311548 | Time: 10093.6 ms [2022-04-11 06:00:27 main:574] : INFO : Epoch 1883 | loss: 0.0311298 | val_loss: 0.0311627 | Time: 9991.1 ms [2022-04-11 06:00:37 main:574] : INFO : Epoch 1884 | loss: 0.0311359 | val_loss: 0.0311646 | Time: 9828.29 ms [2022-04-11 06:00:47 main:574] : INFO : Epoch 1885 | loss: 0.0311339 | val_loss: 0.0311562 | Time: 10393.5 ms [2022-04-11 06:00:57 main:574] : INFO : Epoch 1886 | loss: 0.0311298 | val_loss: 0.0311598 | Time: 9512.2 ms [2022-04-11 06:01:07 main:574] : INFO : Epoch 1887 | loss: 0.0311305 | val_loss: 0.0311567 | Time: 10157.6 ms [2022-04-11 06:01:16 main:574] : INFO : Epoch 1888 | loss: 0.0311346 | val_loss: 0.0311546 | Time: 9257.55 ms [2022-04-11 06:01:26 main:574] : INFO : Epoch 1889 | loss: 0.0311351 | val_loss: 0.0311547 | Time: 9373.48 ms [2022-04-11 06:01:37 main:574] : INFO : Epoch 1890 | loss: 0.0311367 | val_loss: 0.031167 | Time: 11162.3 ms [2022-04-11 06:01:57 main:574] : INFO : Epoch 1891 | loss: 0.0311378 | val_loss: 0.0311517 | Time: 19802.9 ms [2022-04-11 06:02:06 main:574] : INFO : Epoch 1892 | loss: 0.0311337 | val_loss: 0.0311522 | Time: 9599.06 ms [2022-04-11 06:02:16 main:574] : INFO : Epoch 1893 | loss: 0.0311313 | val_loss: 0.0311569 | Time: 9598.05 ms [2022-04-11 06:02:25 main:574] : INFO : Epoch 1894 | loss: 0.0311305 | val_loss: 0.0311533 | Time: 8799.12 ms [2022-04-11 06:02:36 main:574] : INFO : Epoch 1895 | loss: 0.031133 | val_loss: 0.0311567 | Time: 11094.7 ms [2022-04-11 06:02:45 main:574] : INFO : Epoch 1896 | loss: 0.031131 | val_loss: 0.0311528 | Time: 8931.21 ms [2022-04-11 06:02:54 main:574] : INFO : Epoch 1897 | loss: 0.0311292 | val_loss: 0.0311526 | Time: 9370.64 ms [2022-04-11 06:03:04 main:574] : INFO : Epoch 1898 | loss: 0.031129 | val_loss: 0.031157 | Time: 9627.25 ms [2022-04-11 06:03:13 main:574] : INFO : Epoch 1899 | loss: 0.0311301 | val_loss: 0.0311559 | Time: 9072.26 ms [2022-04-11 06:03:23 main:574] : INFO : Epoch 1900 | loss: 0.0311338 | val_loss: 0.0311599 | Time: 10192.8 ms [2022-04-11 06:03:33 main:574] : INFO : Epoch 1901 | loss: 0.0311323 | val_loss: 0.0311589 | Time: 9576.65 ms [2022-04-11 06:03:43 main:574] : INFO : Epoch 1902 | loss: 0.0311282 | val_loss: 0.0311585 | Time: 10399.9 ms [2022-04-11 06:03:53 main:574] : INFO : Epoch 1903 | loss: 0.0311275 | val_loss: 0.0311549 | Time: 9863.46 ms [2022-04-11 06:04:02 main:574] : INFO : Epoch 1904 | loss: 0.0311261 | val_loss: 0.0311548 | Time: 9431.44 ms [2022-04-11 06:04:12 main:574] : INFO : Epoch 1905 | loss: 0.0311302 | val_loss: 0.0311568 | Time: 9734.79 ms [2022-04-11 06:04:21 main:574] : INFO : Epoch 1906 | loss: 0.0311298 | val_loss: 0.0311531 | Time: 9352.91 ms [2022-04-11 06:04:31 main:574] : INFO : Epoch 1907 | loss: 0.031129 | val_loss: 0.0311516 | Time: 9449.4 ms [2022-04-11 06:04:41 main:574] : INFO : Epoch 1908 | loss: 0.031131 | val_loss: 0.0311598 | Time: 9874.88 ms [2022-04-11 06:04:50 main:574] : INFO : Epoch 1909 | loss: 0.0311338 | val_loss: 0.0311577 | Time: 9495.5 ms [2022-04-11 06:05:00 main:574] : INFO : Epoch 1910 | loss: 0.0311318 | val_loss: 0.0311562 | Time: 9965.72 ms [2022-04-11 06:05:10 main:574] : INFO : Epoch 1911 | loss: 0.0311305 | val_loss: 0.0311582 | Time: 9971.2 ms [2022-04-11 06:05:21 main:574] : INFO : Epoch 1912 | loss: 0.0311295 | val_loss: 0.0311551 | Time: 10981 ms [2022-04-11 06:05:30 main:574] : INFO : Epoch 1913 | loss: 0.0311309 | val_loss: 0.0311568 | Time: 9245.29 ms [2022-04-11 06:05:41 main:574] : INFO : Epoch 1914 | loss: 0.0311303 | val_loss: 0.0311523 | Time: 10280.7 ms [2022-04-11 06:05:50 main:574] : INFO : Epoch 1915 | loss: 0.0311291 | val_loss: 0.0311542 | Time: 9422.08 ms [2022-04-11 06:06:00 main:574] : INFO : Epoch 1916 | loss: 0.0311286 | val_loss: 0.0311555 | Time: 9716.36 ms [2022-04-11 06:06:09 main:574] : INFO : Epoch 1917 | loss: 0.0311291 | val_loss: 0.0311533 | Time: 9132.51 ms [2022-04-11 06:06:20 main:574] : INFO : Epoch 1918 | loss: 0.0311317 | val_loss: 0.0311571 | Time: 10701.3 ms [2022-04-11 06:06:29 main:574] : INFO : Epoch 1919 | loss: 0.0311276 | val_loss: 0.0311521 | Time: 9373.22 ms [2022-04-11 06:06:39 main:574] : INFO : Epoch 1920 | loss: 0.0311292 | val_loss: 0.0311549 | Time: 10147.1 ms [2022-04-11 06:06:49 main:574] : INFO : Epoch 1921 | loss: 0.0311267 | val_loss: 0.0311562 | Time: 9641.78 ms [2022-04-11 06:06:58 main:574] : INFO : Epoch 1922 | loss: 0.031127 | val_loss: 0.0311579 | Time: 8923.97 ms [2022-04-11 06:07:10 main:574] : INFO : Epoch 1923 | loss: 0.0311293 | val_loss: 0.031153 | Time: 12657.1 ms [2022-04-11 06:07:21 main:574] : INFO : Epoch 1924 | loss: 0.0311276 | val_loss: 0.0311563 | Time: 11064.7 ms [2022-04-11 06:07:32 main:574] : INFO : Epoch 1925 | loss: 0.0311267 | val_loss: 0.0311557 | Time: 10877.5 ms [2022-04-11 06:07:44 main:574] : INFO : Epoch 1926 | loss: 0.031127 | val_loss: 0.0311582 | Time: 11197.8 ms [2022-04-11 06:07:53 main:574] : INFO : Epoch 1927 | loss: 0.0311274 | val_loss: 0.0311535 | Time: 9710.96 ms [2022-04-11 06:08:04 main:574] : INFO : Epoch 1928 | loss: 0.0311277 | val_loss: 0.0311572 | Time: 10245.2 ms [2022-04-11 06:08:13 main:574] : INFO : Epoch 1929 | loss: 0.0311267 | val_loss: 0.0311565 | Time: 9818.67 ms [2022-04-11 06:08:23 main:574] : INFO : Epoch 1930 | loss: 0.0311264 | val_loss: 0.0311579 | Time: 9577.6 ms [2022-04-11 06:08:33 main:574] : INFO : Epoch 1931 | loss: 0.0311262 | val_loss: 0.0311608 | Time: 10311.2 ms [2022-04-11 06:08:44 main:574] : INFO : Epoch 1932 | loss: 0.0311278 | val_loss: 0.0311625 | Time: 10999.4 ms [2022-04-11 06:08:54 main:574] : INFO : Epoch 1933 | loss: 0.0311265 | val_loss: 0.0311568 | Time: 9279.44 ms [2022-04-11 06:09:03 main:574] : INFO : Epoch 1934 | loss: 0.0311286 | val_loss: 0.0311575 | Time: 9916.28 ms [2022-04-11 06:09:14 main:574] : INFO : Epoch 1935 | loss: 0.0311294 | val_loss: 0.0311571 | Time: 10066.6 ms [2022-04-11 06:09:23 main:574] : INFO : Epoch 1936 | loss: 0.0311272 | val_loss: 0.0311576 | Time: 9862.99 ms [2022-04-11 06:09:33 main:574] : INFO : Epoch 1937 | loss: 0.0311262 | val_loss: 0.0311558 | Time: 9938.63 ms [2022-04-11 06:09:45 main:574] : INFO : Epoch 1938 | loss: 0.0311265 | val_loss: 0.0311554 | Time: 11737.2 ms [2022-04-11 06:09:54 main:574] : INFO : Epoch 1939 | loss: 0.0311321 | val_loss: 0.031162 | Time: 8838.29 ms [2022-04-11 06:10:04 main:574] : INFO : Epoch 1940 | loss: 0.0311283 | val_loss: 0.031156 | Time: 10148.4 ms [2022-04-11 06:10:14 main:574] : INFO : Epoch 1941 | loss: 0.0311274 | val_loss: 0.0311592 | Time: 9516.23 ms [2022-04-11 06:10:24 main:574] : INFO : Epoch 1942 | loss: 0.0311267 | val_loss: 0.0311569 | Time: 10109.7 ms [2022-04-11 06:10:34 main:574] : INFO : Epoch 1943 | loss: 0.031128 | val_loss: 0.0311552 | Time: 9715.1 ms [2022-04-11 06:10:43 main:574] : INFO : Epoch 1944 | loss: 0.031128 | val_loss: 0.0311563 | Time: 9904.14 ms [2022-04-11 06:10:54 main:574] : INFO : Epoch 1945 | loss: 0.0311317 | val_loss: 0.0311613 | Time: 10102.8 ms [2022-04-11 06:11:03 main:574] : INFO : Epoch 1946 | loss: 0.0311324 | val_loss: 0.0311523 | Time: 9173.36 ms [2022-04-11 06:11:13 main:574] : INFO : Epoch 1947 | loss: 0.0311305 | val_loss: 0.031161 | Time: 10515.9 ms [2022-04-11 06:11:22 main:574] : INFO : Epoch 1948 | loss: 0.0311418 | val_loss: 0.0311603 | Time: 8923.77 ms [2022-04-11 06:11:33 main:574] : INFO : Epoch 1949 | loss: 0.0311416 | val_loss: 0.0311638 | Time: 10803.1 ms [2022-04-11 06:11:43 main:574] : INFO : Epoch 1950 | loss: 0.03114 | val_loss: 0.0311671 | Time: 10139.6 ms [2022-04-11 06:11:53 main:574] : INFO : Epoch 1951 | loss: 0.0311385 | val_loss: 0.0311638 | Time: 9900.3 ms [2022-04-11 06:12:02 main:574] : INFO : Epoch 1952 | loss: 0.0311406 | val_loss: 0.0311663 | Time: 9055.12 ms [2022-04-11 06:12:13 main:574] : INFO : Epoch 1953 | loss: 0.0311391 | val_loss: 0.0311629 | Time: 10438 ms [2022-04-11 06:12:22 main:574] : INFO : Epoch 1954 | loss: 0.0311399 | val_loss: 0.0311561 | Time: 9522.04 ms [2022-04-11 06:12:32 main:574] : INFO : Epoch 1955 | loss: 0.0311359 | val_loss: 0.0311561 | Time: 9411.47 ms [2022-04-11 06:12:42 main:574] : INFO : Epoch 1956 | loss: 0.0311351 | val_loss: 0.0311586 | Time: 10570.1 ms [2022-04-11 06:12:52 main:574] : INFO : Epoch 1957 | loss: 0.0311367 | val_loss: 0.0311529 | Time: 9836.14 ms [2022-04-11 06:13:02 main:574] : INFO : Epoch 1958 | loss: 0.0311365 | val_loss: 0.0311538 | Time: 9818.2 ms [2022-04-11 06:13:11 main:574] : INFO : Epoch 1959 | loss: 0.0311359 | val_loss: 0.0311633 | Time: 9343.11 ms [2022-04-11 06:13:21 main:574] : INFO : Epoch 1960 | loss: 0.0311363 | val_loss: 0.0311598 | Time: 9842.54 ms [2022-04-11 06:13:30 main:574] : INFO : Epoch 1961 | loss: 0.0311344 | val_loss: 0.0311559 | Time: 9266.11 ms [2022-04-11 06:13:40 main:574] : INFO : Epoch 1962 | loss: 0.0311334 | val_loss: 0.0311626 | Time: 10194.2 ms [2022-04-11 06:13:50 main:574] : INFO : Epoch 1963 | loss: 0.0311385 | val_loss: 0.0311601 | Time: 9655.09 ms [2022-04-11 06:14:00 main:574] : INFO : Epoch 1964 | loss: 0.0311337 | val_loss: 0.0311603 | Time: 9642.79 ms [2022-04-11 06:14:09 main:574] : INFO : Epoch 1965 | loss: 0.0311315 | val_loss: 0.0311585 | Time: 9468.41 ms [2022-04-11 06:14:19 main:574] : INFO : Epoch 1966 | loss: 0.0311382 | val_loss: 0.0311609 | Time: 9344.87 ms [2022-04-11 06:14:29 main:574] : INFO : Epoch 1967 | loss: 0.0311371 | val_loss: 0.0311545 | Time: 10114.8 ms [2022-04-11 06:14:39 main:574] : INFO : Epoch 1968 | loss: 0.0311338 | val_loss: 0.0311589 | Time: 10420.6 ms [2022-04-11 06:14:49 main:574] : INFO : Epoch 1969 | loss: 0.0311337 | val_loss: 0.0311556 | Time: 10217.4 ms [2022-04-11 06:14:59 main:574] : INFO : Epoch 1970 | loss: 0.0311345 | val_loss: 0.031159 | Time: 9409.56 ms [2022-04-11 06:15:09 main:574] : INFO : Epoch 1971 | loss: 0.031132 | val_loss: 0.0311583 | Time: 10427.7 ms [2022-04-11 06:15:19 main:574] : INFO : Epoch 1972 | loss: 0.0311301 | val_loss: 0.0311605 | Time: 9754.3 ms [2022-04-11 06:15:29 main:574] : INFO : Epoch 1973 | loss: 0.0311292 | val_loss: 0.031158 | Time: 9751.91 ms [2022-04-11 06:15:39 main:574] : INFO : Epoch 1974 | loss: 0.0311284 | val_loss: 0.0311577 | Time: 10160.4 ms [2022-04-11 06:15:48 main:574] : INFO : Epoch 1975 | loss: 0.0311282 | val_loss: 0.0311553 | Time: 9477.8 ms [2022-04-11 06:15:59 main:574] : INFO : Epoch 1976 | loss: 0.0311279 | val_loss: 0.0311576 | Time: 10152.5 ms [2022-04-11 06:16:08 main:574] : INFO : Epoch 1977 | loss: 0.0311311 | val_loss: 0.0311568 | Time: 9805.82 ms [2022-04-11 06:16:18 main:574] : INFO : Epoch 1978 | loss: 0.0311319 | val_loss: 0.0311606 | Time: 9842.01 ms [2022-04-11 06:16:27 main:574] : INFO : Epoch 1979 | loss: 0.031129 | val_loss: 0.0311572 | Time: 9175.62 ms [2022-04-11 06:16:38 main:574] : INFO : Epoch 1980 | loss: 0.0311288 | val_loss: 0.0311608 | Time: 10265.3 ms [2022-04-11 06:16:47 main:574] : INFO : Epoch 1981 | loss: 0.0311279 | val_loss: 0.031157 | Time: 9299.66 ms [2022-04-11 06:16:56 main:574] : INFO : Epoch 1982 | loss: 0.0311283 | val_loss: 0.0311587 | Time: 9466.23 ms [2022-04-11 06:17:06 main:574] : INFO : Epoch 1983 | loss: 0.031129 | val_loss: 0.0311605 | Time: 10033.3 ms [2022-04-11 06:17:15 main:574] : INFO : Epoch 1984 | loss: 0.0311278 | val_loss: 0.0311559 | Time: 8770.47 ms [2022-04-11 06:17:25 main:574] : INFO : Epoch 1985 | loss: 0.0311261 | val_loss: 0.0311579 | Time: 9868.29 ms [2022-04-11 06:17:35 main:574] : INFO : Epoch 1986 | loss: 0.0311271 | val_loss: 0.0311578 | Time: 10254.9 ms [2022-04-11 06:17:47 main:574] : INFO : Epoch 1987 | loss: 0.0311265 | val_loss: 0.0311564 | Time: 11457.6 ms [2022-04-11 06:17:57 main:574] : INFO : Epoch 1988 | loss: 0.0311259 | val_loss: 0.0311588 | Time: 9735.54 ms [2022-04-11 06:18:07 main:574] : INFO : Epoch 1989 | loss: 0.0311309 | val_loss: 0.0311596 | Time: 10155.4 ms [2022-04-11 06:18:16 main:574] : INFO : Epoch 1990 | loss: 0.0311334 | val_loss: 0.0311618 | Time: 9642.81 ms [2022-04-11 06:18:26 main:574] : INFO : Epoch 1991 | loss: 0.0311356 | val_loss: 0.0311633 | Time: 9371.09 ms [2022-04-11 06:18:35 main:574] : INFO : Epoch 1992 | loss: 0.0311355 | val_loss: 0.0311737 | Time: 9673.8 ms [2022-04-11 06:18:45 main:574] : INFO : Epoch 1993 | loss: 0.0311353 | val_loss: 0.0311612 | Time: 9415.65 ms [2022-04-11 06:18:55 main:574] : INFO : Epoch 1994 | loss: 0.0311338 | val_loss: 0.0311621 | Time: 9684.09 ms [2022-04-11 06:19:04 main:574] : INFO : Epoch 1995 | loss: 0.0311333 | val_loss: 0.0311638 | Time: 9079.38 ms [2022-04-11 06:19:13 main:574] : INFO : Epoch 1996 | loss: 0.0311302 | val_loss: 0.031162 | Time: 9168.74 ms [2022-04-11 06:19:23 main:574] : INFO : Epoch 1997 | loss: 0.0311286 | val_loss: 0.0311623 | Time: 9754.93 ms [2022-04-11 06:19:32 main:574] : INFO : Epoch 1998 | loss: 0.0311309 | val_loss: 0.0311646 | Time: 9045.42 ms [2022-04-11 06:19:42 main:574] : INFO : Epoch 1999 | loss: 0.0311294 | val_loss: 0.0311617 | Time: 10567.9 ms [2022-04-11 06:19:52 main:574] : INFO : Epoch 2000 | loss: 0.0311309 | val_loss: 0.0311591 | Time: 9410.23 ms [2022-04-11 06:20:01 main:574] : INFO : Epoch 2001 | loss: 0.0311336 | val_loss: 0.0311654 | Time: 9493.47 ms [2022-04-11 06:20:12 main:574] : INFO : Epoch 2002 | loss: 0.0311376 | val_loss: 0.0311604 | Time: 10570.6 ms [2022-04-11 06:20:23 main:574] : INFO : Epoch 2003 | loss: 0.031133 | val_loss: 0.03116 | Time: 11191.7 ms [2022-04-11 06:20:32 main:574] : INFO : Epoch 2004 | loss: 0.0311305 | val_loss: 0.0311633 | Time: 8763.83 ms [2022-04-11 06:20:43 main:574] : INFO : Epoch 2005 | loss: 0.0311292 | val_loss: 0.0311571 | Time: 11428 ms [2022-04-11 06:20:53 main:574] : INFO : Epoch 2006 | loss: 0.0311343 | val_loss: 0.0311633 | Time: 10092.1 ms [2022-04-11 06:21:03 main:574] : INFO : Epoch 2007 | loss: 0.0311343 | val_loss: 0.0311627 | Time: 9517.61 ms [2022-04-11 06:21:12 main:574] : INFO : Epoch 2008 | loss: 0.031135 | val_loss: 0.0311555 | Time: 9142.27 ms [2022-04-11 06:21:22 main:574] : INFO : Epoch 2009 | loss: 0.0311298 | val_loss: 0.0311611 | Time: 10162 ms [2022-04-11 06:21:32 main:574] : INFO : Epoch 2010 | loss: 0.0311296 | val_loss: 0.0311649 | Time: 9847.19 ms [2022-04-11 06:21:42 main:574] : INFO : Epoch 2011 | loss: 0.0311286 | val_loss: 0.0311629 | Time: 10034.7 ms [2022-04-11 06:21:52 main:574] : INFO : Epoch 2012 | loss: 0.0311284 | val_loss: 0.0311655 | Time: 9962.74 ms [2022-04-11 06:22:01 main:574] : INFO : Epoch 2013 | loss: 0.0311324 | val_loss: 0.0311649 | Time: 8974.5 ms [2022-04-11 06:22:11 main:574] : INFO : Epoch 2014 | loss: 0.031133 | val_loss: 0.0311659 | Time: 10533.4 ms [2022-04-11 06:22:21 main:574] : INFO : Epoch 2015 | loss: 0.0311332 | val_loss: 0.0311618 | Time: 9774.32 ms [2022-04-11 06:22:32 main:574] : INFO : Epoch 2016 | loss: 0.0311336 | val_loss: 0.031169 | Time: 11084.8 ms [2022-04-11 06:22:44 main:574] : INFO : Epoch 2017 | loss: 0.0311377 | val_loss: 0.0311577 | Time: 11368.9 ms [2022-04-11 06:22:54 main:574] : INFO : Epoch 2018 | loss: 0.0311306 | val_loss: 0.0311591 | Time: 10527 ms [2022-04-11 06:23:04 main:574] : INFO : Epoch 2019 | loss: 0.0311277 | val_loss: 0.0311559 | Time: 9543.84 ms [2022-04-11 06:23:13 main:574] : INFO : Epoch 2020 | loss: 0.0311282 | val_loss: 0.0311579 | Time: 9040.32 ms [2022-04-11 06:23:23 main:574] : INFO : Epoch 2021 | loss: 0.0311278 | val_loss: 0.0311573 | Time: 10386.4 ms [2022-04-11 06:23:32 main:574] : INFO : Epoch 2022 | loss: 0.0311294 | val_loss: 0.03116 | Time: 9189.86 ms [2022-04-11 06:23:42 main:574] : INFO : Epoch 2023 | loss: 0.0311299 | val_loss: 0.0311614 | Time: 9827.43 ms [2022-04-11 06:23:52 main:574] : INFO : Epoch 2024 | loss: 0.0311273 | val_loss: 0.031159 | Time: 9619.37 ms [2022-04-11 06:24:01 main:574] : INFO : Epoch 2025 | loss: 0.031127 | val_loss: 0.0311633 | Time: 9189.98 ms [2022-04-11 06:24:11 main:574] : INFO : Epoch 2026 | loss: 0.0311296 | val_loss: 0.03117 | Time: 9788.68 ms [2022-04-11 06:24:20 main:574] : INFO : Epoch 2027 | loss: 0.0311308 | val_loss: 0.0311699 | Time: 9623.96 ms [2022-04-11 06:24:30 main:574] : INFO : Epoch 2028 | loss: 0.03113 | val_loss: 0.0311634 | Time: 9206.97 ms [2022-04-11 06:24:40 main:574] : INFO : Epoch 2029 | loss: 0.0311272 | val_loss: 0.0311636 | Time: 10427.3 ms [2022-04-11 06:24:49 main:574] : INFO : Epoch 2030 | loss: 0.0311371 | val_loss: 0.0311752 | Time: 9153.88 ms [2022-04-11 06:24:59 main:574] : INFO : Epoch 2031 | loss: 0.0311691 | val_loss: 0.0311743 | Time: 9709.6 ms [2022-04-11 06:25:08 main:574] : INFO : Epoch 2032 | loss: 0.031175 | val_loss: 0.0311811 | Time: 9333.62 ms [2022-04-11 06:25:17 main:574] : INFO : Epoch 2033 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 9026.4 ms [2022-04-11 06:25:27 main:574] : INFO : Epoch 2034 | loss: 0.0311676 | val_loss: 0.0311742 | Time: 9756.55 ms [2022-04-11 06:25:37 main:574] : INFO : Epoch 2035 | loss: 0.031166 | val_loss: 0.0311726 | Time: 9465.43 ms [2022-04-11 06:25:47 main:574] : INFO : Epoch 2036 | loss: 0.0311683 | val_loss: 0.0311687 | Time: 9983.79 ms [2022-04-11 06:25:56 main:574] : INFO : Epoch 2037 | loss: 0.0311656 | val_loss: 0.0311725 | Time: 9616.45 ms [2022-04-11 06:26:06 main:574] : INFO : Epoch 2038 | loss: 0.0311587 | val_loss: 0.031164 | Time: 9616.74 ms [2022-04-11 06:26:15 main:574] : INFO : Epoch 2039 | loss: 0.0311552 | val_loss: 0.0311648 | Time: 9411.97 ms [2022-04-11 06:26:26 main:574] : INFO : Epoch 2040 | loss: 0.0311524 | val_loss: 0.0311608 | Time: 10597.6 ms [2022-04-11 06:26:37 main:574] : INFO : Epoch 2041 | loss: 0.0311519 | val_loss: 0.0311617 | Time: 10777.8 ms [2022-04-11 06:26:46 main:574] : INFO : Epoch 2042 | loss: 0.0311493 | val_loss: 0.0311603 | Time: 9749.14 ms [2022-04-11 06:26:56 main:574] : INFO : Epoch 2043 | loss: 0.0311479 | val_loss: 0.0311581 | Time: 10042.1 ms [2022-04-11 06:27:06 main:574] : INFO : Epoch 2044 | loss: 0.031148 | val_loss: 0.0311729 | Time: 9188 ms [2022-04-11 06:27:16 main:574] : INFO : Epoch 2045 | loss: 0.0311578 | val_loss: 0.0311627 | Time: 10147.7 ms [2022-04-11 06:27:25 main:574] : INFO : Epoch 2046 | loss: 0.0311477 | val_loss: 0.0311651 | Time: 9002.62 ms [2022-04-11 06:27:34 main:574] : INFO : Epoch 2047 | loss: 0.0311478 | val_loss: 0.0311647 | Time: 9522.6 ms [2022-04-11 06:27:44 main:574] : INFO : Epoch 2048 | loss: 0.0311459 | val_loss: 0.0311642 | Time: 9569.13 ms [2022-04-11 06:27:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311642 [2022-04-11 06:27:44 main:603] : INFO : Saving end state to config to file [2022-04-11 06:27:44 main:608] : INFO : Success, exiting.. 06:27:44 (26720): 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)