Task 13725264
| Name | ParityModified-1647041862-714-2-0_0 |
| Workunit | 10814200 |
| Created | 24 Mar 2022, 21:37:20 UTC |
| Sent | 31 Mar 2022, 14:38:17 UTC |
| Report deadline | 8 Apr 2022, 14:38:17 UTC |
| Received | 31 Mar 2022, 18:50:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17108 |
| Run time | 3 hours 6 min 27 sec |
| CPU time | 2 hours 58 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 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: 0.0311382 | val_loss: 0.0311448 | Time: 5265.74 ms [2022-03-31 18:04:12 main:574] : INFO : Epoch 1543 | loss: 0.031138 | val_loss: 0.0311408 | Time: 5177.3 ms [2022-03-31 18:04:18 main:574] : INFO : Epoch 1544 | loss: 0.0311359 | val_loss: 0.0311392 | Time: 5266.97 ms [2022-03-31 18:04:23 main:574] : INFO : Epoch 1545 | loss: 0.0311366 | val_loss: 0.0311405 | Time: 5348.97 ms [2022-03-31 18:04:28 main:574] : INFO : Epoch 1546 | loss: 0.0311358 | val_loss: 0.031138 | Time: 5276.5 ms [2022-03-31 18:04:34 main:574] : INFO : Epoch 1547 | loss: 0.0311364 | val_loss: 0.0311374 | Time: 5275.75 ms [2022-03-31 18:04:39 main:574] : INFO : Epoch 1548 | loss: 0.031134 | val_loss: 0.0311388 | Time: 5182.51 ms [2022-03-31 18:04:44 main:574] : INFO : Epoch 1549 | loss: 0.0311343 | val_loss: 0.0311409 | Time: 5232.86 ms [2022-03-31 18:04:50 main:574] : INFO : Epoch 1550 | loss: 0.0311359 | val_loss: 0.0311389 | Time: 5376.95 ms [2022-03-31 18:04:55 main:574] : INFO : Epoch 1551 | loss: 0.0311343 | val_loss: 0.0311433 | Time: 5279.73 ms [2022-03-31 18:05:01 main:574] : INFO : Epoch 1552 | loss: 0.0311337 | val_loss: 0.031138 | Time: 5235.28 ms [2022-03-31 18:05:06 main:574] : INFO : Epoch 1553 | loss: 0.0311337 | val_loss: 0.0311407 | Time: 5283.16 ms [2022-03-31 18:05:11 main:574] : INFO : Epoch 1554 | loss: 0.0311368 | val_loss: 0.0311389 | Time: 5243.5 ms [2022-03-31 18:05:17 main:574] : INFO : Epoch 1555 | loss: 0.0311364 | val_loss: 0.0311389 | Time: 5277.62 ms [2022-03-31 18:05:22 main:574] : INFO : Epoch 1556 | loss: 0.0311346 | val_loss: 0.0311404 | Time: 5233.06 ms [2022-03-31 18:05:27 main:574] : INFO : Epoch 1557 | loss: 0.0311351 | val_loss: 0.0311456 | Time: 5253.71 ms [2022-03-31 18:05:32 main:574] : INFO : Epoch 1558 | loss: 0.0311345 | val_loss: 0.0311391 | Time: 5323.62 ms [2022-03-31 18:05:38 main:574] : INFO : Epoch 1559 | loss: 0.031132 | val_loss: 0.0311399 | Time: 5211.76 ms [2022-03-31 18:05:43 main:574] : INFO : Epoch 1560 | loss: 0.0311315 | val_loss: 0.0311399 | Time: 5219.96 ms [2022-03-31 18:05:49 main:574] : INFO : Epoch 1561 | loss: 0.031132 | val_loss: 0.0311377 | Time: 5265.76 ms [2022-03-31 18:05:55 main:574] : INFO : Epoch 1562 | loss: 0.0311302 | val_loss: 0.0311411 | Time: 5234.96 ms [2022-03-31 18:06:00 main:574] : INFO : Epoch 1563 | loss: 0.0311291 | val_loss: 0.0311405 | Time: 5245.5 ms [2022-03-31 18:06:06 main:574] : INFO : Epoch 1564 | loss: 0.0311286 | val_loss: 0.0311386 | Time: 5311.39 ms [2022-03-31 18:06:11 main:574] : INFO : Epoch 1565 | loss: 0.0311308 | val_loss: 0.0311387 | Time: 5277.1 ms [2022-03-31 18:06:17 main:574] : INFO : Epoch 1566 | loss: 0.0311284 | val_loss: 0.0311416 | Time: 5253.77 ms [2022-03-31 18:06:22 main:574] : INFO : Epoch 1567 | loss: 0.0311318 | val_loss: 0.0311416 | Time: 5225.95 ms [2022-03-31 18:06:27 main:574] : INFO : Epoch 1568 | loss: 0.03113 | val_loss: 0.0311396 | Time: 5217.9 ms [2022-03-31 18:06:33 main:574] : INFO : Epoch 1569 | loss: 0.0311286 | val_loss: 0.031138 | Time: 5290.43 ms [2022-03-31 18:06:38 main:574] : INFO : Epoch 1570 | loss: 0.0311282 | val_loss: 0.0311393 | Time: 5227.28 ms [2022-03-31 18:06:43 main:574] : INFO : Epoch 1571 | loss: 0.0311274 | val_loss: 0.031138 | Time: 5246.47 ms [2022-03-31 18:06:48 main:574] : INFO : Epoch 1572 | loss: 0.0311276 | val_loss: 0.0311363 | Time: 5229.3 ms [2022-03-31 18:06:54 main:574] : INFO : Epoch 1573 | loss: 0.0311272 | val_loss: 0.0311388 | Time: 5297.55 ms [2022-03-31 18:06:59 main:574] : INFO : Epoch 1574 | loss: 0.031127 | val_loss: 0.0311421 | Time: 5306.1 ms [2022-03-31 18:07:04 main:574] : INFO : Epoch 1575 | loss: 0.0311265 | val_loss: 0.0311382 | Time: 5248.49 ms [2022-03-31 18:07:10 main:574] : INFO : Epoch 1576 | loss: 0.0311295 | val_loss: 0.0311403 | Time: 5271.49 ms [2022-03-31 18:07:15 main:574] : INFO : Epoch 1577 | loss: 0.0311297 | val_loss: 0.031139 | Time: 5277.91 ms [2022-03-31 18:07:20 main:574] : INFO : Epoch 1578 | loss: 0.0311308 | val_loss: 0.0311374 | Time: 5285.52 ms [2022-03-31 18:07:26 main:574] : INFO : Epoch 1579 | loss: 0.0311312 | val_loss: 0.031138 | Time: 5291.24 ms [2022-03-31 18:07:31 main:574] : INFO : Epoch 1580 | loss: 0.0311291 | val_loss: 0.0311366 | Time: 5233.77 ms [2022-03-31 18:07:37 main:574] : INFO : Epoch 1581 | loss: 0.0311281 | val_loss: 0.0311356 | Time: 5239.72 ms [2022-03-31 18:07:42 main:574] : INFO : Epoch 1582 | loss: 0.0311274 | val_loss: 0.031137 | Time: 5269.86 ms [2022-03-31 18:07:47 main:574] : INFO : Epoch 1583 | loss: 0.0311277 | val_loss: 0.0311364 | Time: 5249.21 ms [2022-03-31 18:07:53 main:574] : INFO : Epoch 1584 | loss: 0.0311263 | val_loss: 0.0311361 | Time: 5224.42 ms [2022-03-31 18:07:58 main:574] : INFO : Epoch 1585 | loss: 0.0311256 | val_loss: 0.0311364 | Time: 5231.87 ms [2022-03-31 18:08:03 main:574] : INFO : Epoch 1586 | loss: 0.0311263 | val_loss: 0.0311354 | Time: 5204.25 ms [2022-03-31 18:08:08 main:574] : INFO : Epoch 1587 | loss: 0.0311282 | val_loss: 0.031134 | Time: 5297.6 ms [2022-03-31 18:08:14 main:574] : INFO : Epoch 1588 | loss: 0.03113 | val_loss: 0.0311357 | Time: 5272.11 ms [2022-03-31 18:08:20 main:574] : INFO : Epoch 1589 | loss: 0.0311299 | val_loss: 0.0311479 | Time: 5283.74 ms [2022-03-31 18:08:25 main:574] : INFO : Epoch 1590 | loss: 0.0311331 | val_loss: 0.0311426 | Time: 5237.58 ms [2022-03-31 18:08:32 main:574] : INFO : Epoch 1591 | loss: 0.031134 | val_loss: 0.0311365 | Time: 5253.58 ms [2022-03-31 18:08:37 main:574] : INFO : Epoch 1592 | loss: 0.0311349 | val_loss: 0.0311379 | Time: 5267.78 ms [2022-03-31 18:08:42 main:574] : INFO : Epoch 1593 | loss: 0.0311312 | val_loss: 0.0311376 | Time: 5282.77 ms [2022-03-31 18:08:48 main:574] : INFO : Epoch 1594 | loss: 0.0311318 | val_loss: 0.0311402 | Time: 5249.09 ms [2022-03-31 18:08:53 main:574] : INFO : Epoch 1595 | loss: 0.0311353 | val_loss: 0.0311408 | Time: 5298.93 ms [2022-03-31 18:08:58 main:574] : INFO : Epoch 1596 | loss: 0.0311334 | val_loss: 0.0311397 | Time: 5326.09 ms [2022-03-31 18:09:04 main:574] : INFO : Epoch 1597 | loss: 0.0311322 | val_loss: 0.0311406 | Time: 5295.3 ms [2022-03-31 18:09:10 main:574] : INFO : Epoch 1598 | loss: 0.0311321 | val_loss: 0.0311387 | Time: 5242.96 ms [2022-03-31 18:09:16 main:574] : INFO : Epoch 1599 | loss: 0.0311302 | val_loss: 0.0311359 | Time: 5277.02 ms [2022-03-31 18:09:21 main:574] : INFO : Epoch 1600 | loss: 0.0311284 | val_loss: 0.0311358 | Time: 5391.8 ms [2022-03-31 18:09:27 main:574] : INFO : Epoch 1601 | loss: 0.0311321 | val_loss: 0.0311403 | Time: 5385.06 ms [2022-03-31 18:09:32 main:574] : INFO : Epoch 1602 | loss: 0.0311461 | val_loss: 0.0311536 | Time: 5244.16 ms [2022-03-31 18:09:38 main:574] : INFO : Epoch 1603 | loss: 0.0311487 | val_loss: 0.0311473 | Time: 5249.89 ms [2022-03-31 18:09:43 main:574] : INFO : Epoch 1604 | loss: 0.0311472 | val_loss: 0.0311566 | Time: 5249.1 ms [2022-03-31 18:09:48 main:574] : INFO : Epoch 1605 | loss: 0.0311546 | val_loss: 0.0311467 | Time: 5280.02 ms [2022-03-31 18:09:54 main:574] : INFO : Epoch 1606 | loss: 0.0311514 | val_loss: 0.0311475 | Time: 5311.51 ms [2022-03-31 18:09:59 main:574] : INFO : Epoch 1607 | loss: 0.0311555 | val_loss: 0.0311633 | Time: 5303.13 ms [2022-03-31 18:10:04 main:574] : INFO : Epoch 1608 | loss: 0.0311698 | val_loss: 0.0311669 | Time: 5275.14 ms [2022-03-31 18:10:09 main:574] : INFO : Epoch 1609 | loss: 0.0311692 | val_loss: 0.031165 | Time: 5287.58 ms [2022-03-31 18:10:15 main:574] : INFO : Epoch 1610 | loss: 0.0311665 | val_loss: 0.0311641 | Time: 5238.99 ms [2022-03-31 18:10:20 main:574] : INFO : Epoch 1611 | loss: 0.0311645 | val_loss: 0.0311627 | Time: 5257.1 ms [2022-03-31 18:10:25 main:574] : INFO : Epoch 1612 | loss: 0.0311622 | val_loss: 0.0311618 | Time: 5291.03 ms [2022-03-31 18:10:31 main:574] : INFO : Epoch 1613 | loss: 0.0311615 | val_loss: 0.0311623 | Time: 5347.94 ms [2022-03-31 18:10:37 main:574] : INFO : Epoch 1614 | loss: 0.0311611 | val_loss: 0.0311634 | Time: 5215.8 ms [2022-03-31 18:10:42 main:574] : INFO : Epoch 1615 | loss: 0.0311603 | val_loss: 0.0311605 | Time: 5257.52 ms [2022-03-31 18:10:48 main:574] : INFO : Epoch 1616 | loss: 0.0311596 | val_loss: 0.0311615 | Time: 5228.61 ms [2022-03-31 18:10:53 main:574] : INFO : Epoch 1617 | loss: 0.0311583 | val_loss: 0.0311587 | Time: 5286.29 ms [2022-03-31 18:10:59 main:574] : INFO : Epoch 1618 | loss: 0.0311572 | val_loss: 0.0311584 | Time: 5187.78 ms [2022-03-31 18:11:04 main:574] : INFO : Epoch 1619 | loss: 0.0311571 | val_loss: 0.0311579 | Time: 5265.72 ms [2022-03-31 18:11:10 main:574] : INFO : Epoch 1620 | loss: 0.0311573 | val_loss: 0.0311588 | Time: 5261.42 ms [2022-03-31 18:11:15 main:574] : INFO : Epoch 1621 | loss: 0.0311575 | val_loss: 0.0311601 | Time: 5197.05 ms [2022-03-31 18:11:21 main:574] : INFO : Epoch 1622 | loss: 0.0311579 | val_loss: 0.0311589 | Time: 5245.19 ms [2022-03-31 18:11:26 main:574] : INFO : Epoch 1623 | loss: 0.0311586 | val_loss: 0.0311572 | Time: 5271.39 ms [2022-03-31 18:11:32 main:574] : INFO : Epoch 1624 | loss: 0.0311569 | val_loss: 0.0311567 | Time: 5264.61 ms [2022-03-31 18:11:38 main:574] : INFO : Epoch 1625 | loss: 0.0311563 | val_loss: 0.0311569 | Time: 5251.31 ms [2022-03-31 18:11:43 main:574] : INFO : Epoch 1626 | loss: 0.0311567 | val_loss: 0.0311582 | Time: 5261.03 ms [2022-03-31 18:11:48 main:574] : INFO : Epoch 1627 | loss: 0.0311556 | val_loss: 0.0311593 | Time: 5246.37 ms [2022-03-31 18:11:54 main:574] : INFO : Epoch 1628 | loss: 0.0311554 | val_loss: 0.0311575 | Time: 5293.94 ms [2022-03-31 18:11:59 main:574] : INFO : Epoch 1629 | loss: 0.0311531 | val_loss: 0.0311562 | Time: 5284.96 ms [2022-03-31 18:12:04 main:574] : INFO : Epoch 1630 | loss: 0.0311535 | val_loss: 0.0311587 | Time: 5287.04 ms [2022-03-31 18:12:10 main:574] : INFO : Epoch 1631 | loss: 0.031155 | val_loss: 0.0311568 | Time: 5252.16 ms [2022-03-31 18:12:15 main:574] : INFO : Epoch 1632 | loss: 0.0311552 | val_loss: 0.0311569 | Time: 5237.06 ms [2022-03-31 18:12:20 main:574] : INFO : Epoch 1633 | loss: 0.031155 | val_loss: 0.0311562 | Time: 5278.84 ms [2022-03-31 18:12:26 main:574] : INFO : Epoch 1634 | loss: 0.0311539 | val_loss: 0.0311548 | Time: 5256.47 ms [2022-03-31 18:12:32 main:574] : INFO : Epoch 1635 | loss: 0.0311542 | val_loss: 0.0311621 | Time: 5276.8 ms [2022-03-31 18:12:37 main:574] : INFO : Epoch 1636 | loss: 0.0311575 | val_loss: 0.0311602 | Time: 5293.61 ms [2022-03-31 18:12:43 main:574] : INFO : Epoch 1637 | loss: 0.0311546 | val_loss: 0.0311626 | Time: 5233.09 ms [2022-03-31 18:12:49 main:574] : INFO : Epoch 1638 | loss: 0.0311547 | val_loss: 0.0311618 | Time: 5298.36 ms [2022-03-31 18:12:55 main:574] : INFO : Epoch 1639 | loss: 0.0311536 | val_loss: 0.0311555 | Time: 5301.89 ms [2022-03-31 18:13:00 main:574] : INFO : Epoch 1640 | loss: 0.0311545 | val_loss: 0.031156 | Time: 5253.31 ms [2022-03-31 18:13:05 main:574] : INFO : Epoch 1641 | loss: 0.0311518 | val_loss: 0.0311581 | Time: 5262.56 ms [2022-03-31 18:13:11 main:574] : INFO : Epoch 1642 | loss: 0.0311535 | val_loss: 0.0311679 | Time: 5209.71 ms [2022-03-31 18:13:16 main:574] : INFO : Epoch 1643 | loss: 0.0311522 | val_loss: 0.0311577 | Time: 5332.15 ms [2022-03-31 18:13:21 main:574] : INFO : Epoch 1644 | loss: 0.0311541 | val_loss: 0.0311612 | Time: 5220.07 ms [2022-03-31 18:13:26 main:574] : INFO : Epoch 1645 | loss: 0.031153 | val_loss: 0.0311556 | Time: 5269.6 ms [2022-03-31 18:13:32 main:574] : INFO : Epoch 1646 | loss: 0.0311521 | val_loss: 0.0311585 | Time: 5276.43 ms [2022-03-31 18:13:37 main:574] : INFO : Epoch 1647 | loss: 0.0311508 | val_loss: 0.0311566 | Time: 5272.46 ms [2022-03-31 18:13:43 main:574] : INFO : Epoch 1648 | loss: 0.0311521 | val_loss: 0.0311569 | Time: 5302.78 ms [2022-03-31 18:13:48 main:574] : INFO : Epoch 1649 | loss: 0.0311518 | val_loss: 0.0311542 | Time: 5239.75 ms [2022-03-31 18:13:53 main:574] : INFO : Epoch 1650 | loss: 0.031151 | val_loss: 0.031156 | Time: 5234.53 ms [2022-03-31 18:13:59 main:574] : INFO : Epoch 1651 | loss: 0.0311503 | val_loss: 0.0311539 | Time: 5255.3 ms [2022-03-31 18:14:04 main:574] : INFO : Epoch 1652 | loss: 0.0311511 | val_loss: 0.031155 | Time: 5278.16 ms [2022-03-31 18:14:09 main:574] : INFO : Epoch 1653 | loss: 0.031151 | val_loss: 0.0311536 | Time: 5305.92 ms [2022-03-31 18:14:15 main:574] : INFO : Epoch 1654 | loss: 0.0311516 | val_loss: 0.0311551 | Time: 5249.53 ms [2022-03-31 18:14:20 main:574] : INFO : Epoch 1655 | loss: 0.031152 | val_loss: 0.0311539 | Time: 5278.07 ms [2022-03-31 18:14:25 main:574] : INFO : Epoch 1656 | loss: 0.0311511 | val_loss: 0.0311566 | Time: 5228.8 ms [2022-03-31 18:14:31 main:574] : INFO : Epoch 1657 | loss: 0.0311507 | val_loss: 0.0311561 | Time: 5213.11 ms [2022-03-31 18:14:36 main:574] : INFO : Epoch 1658 | loss: 0.0311504 | val_loss: 0.0311625 | Time: 5290.21 ms [2022-03-31 18:14:41 main:574] : INFO : Epoch 1659 | loss: 0.0311553 | val_loss: 0.0311577 | Time: 5264.07 ms [2022-03-31 18:14:47 main:574] : INFO : Epoch 1660 | loss: 0.0311545 | val_loss: 0.0311607 | Time: 5236.71 ms [2022-03-31 18:14:52 main:574] : INFO : Epoch 1661 | loss: 0.031154 | val_loss: 0.0311574 | Time: 5294.52 ms [2022-03-31 18:14:57 main:574] : INFO : Epoch 1662 | loss: 0.0311525 | val_loss: 0.0311575 | Time: 5222.7 ms [2022-03-31 18:15:02 main:574] : INFO : Epoch 1663 | loss: 0.0311525 | val_loss: 0.0311564 | Time: 5242.09 ms [2022-03-31 18:15:08 main:574] : INFO : Epoch 1664 | loss: 0.0311527 | val_loss: 0.0311565 | Time: 5278.21 ms [2022-03-31 18:15:13 main:574] : INFO : Epoch 1665 | loss: 0.0311525 | val_loss: 0.0311579 | Time: 5287.57 ms [2022-03-31 18:15:19 main:574] : INFO : Epoch 1666 | loss: 0.0311522 | val_loss: 0.0311543 | Time: 5244.05 ms [2022-03-31 18:15:24 main:574] : INFO : Epoch 1667 | loss: 0.0311506 | val_loss: 0.0311573 | Time: 5199.65 ms [2022-03-31 18:15:29 main:574] : INFO : Epoch 1668 | loss: 0.0311493 | val_loss: 0.0311539 | Time: 5235.43 ms [2022-03-31 18:15:35 main:574] : INFO : Epoch 1669 | loss: 0.0311495 | val_loss: 0.0311546 | Time: 5289.95 ms [2022-03-31 18:15:40 main:574] : INFO : Epoch 1670 | loss: 0.031149 | val_loss: 0.0311542 | Time: 5323.83 ms [2022-03-31 18:15:47 main:574] : INFO : Epoch 1671 | loss: 0.0311484 | val_loss: 0.0311557 | Time: 5279.36 ms [2022-03-31 18:15:52 main:574] : INFO : Epoch 1672 | loss: 0.0311486 | val_loss: 0.0311547 | Time: 5305.73 ms [2022-03-31 18:15:57 main:574] : INFO : Epoch 1673 | loss: 0.0311499 | val_loss: 0.0311533 | Time: 5222.31 ms [2022-03-31 18:16:03 main:574] : INFO : Epoch 1674 | loss: 0.0311477 | val_loss: 0.0311536 | Time: 5245.92 ms [2022-03-31 18:16:08 main:574] : INFO : Epoch 1675 | loss: 0.0311493 | val_loss: 0.0311615 | Time: 5239.39 ms [2022-03-31 18:16:14 main:574] : INFO : Epoch 1676 | loss: 0.0311517 | val_loss: 0.0311554 | Time: 5279.52 ms [2022-03-31 18:16:20 main:574] : INFO : Epoch 1677 | loss: 0.0311473 | val_loss: 0.0311601 | Time: 5239.73 ms [2022-03-31 18:16:25 main:574] : INFO : Epoch 1678 | loss: 0.0311493 | val_loss: 0.0311548 | Time: 5289.49 ms [2022-03-31 18:16:31 main:574] : INFO : Epoch 1679 | loss: 0.031149 | val_loss: 0.0311535 | Time: 5215.8 ms [2022-03-31 18:16:37 main:574] : INFO : Epoch 1680 | loss: 0.0311497 | val_loss: 0.0311549 | Time: 5269.67 ms [2022-03-31 18:16:42 main:574] : INFO : Epoch 1681 | loss: 0.0311481 | val_loss: 0.031157 | Time: 5239.3 ms [2022-03-31 18:16:47 main:574] : INFO : Epoch 1682 | loss: 0.0311471 | val_loss: 0.0311529 | Time: 5251.03 ms [2022-03-31 18:16:53 main:574] : INFO : Epoch 1683 | loss: 0.0311463 | val_loss: 0.0311535 | Time: 5225.86 ms [2022-03-31 18:16:58 main:574] : INFO : Epoch 1684 | loss: 0.0311466 | val_loss: 0.0311553 | Time: 5281.26 ms [2022-03-31 18:17:04 main:574] : INFO : Epoch 1685 | loss: 0.0311481 | val_loss: 0.0311574 | Time: 5243.92 ms [2022-03-31 18:17:09 main:574] : INFO : Epoch 1686 | loss: 0.0311475 | val_loss: 0.0311524 | Time: 5313.24 ms [2022-03-31 18:17:14 main:574] : INFO : Epoch 1687 | loss: 0.0311461 | val_loss: 0.0311534 | Time: 5198.43 ms [2022-03-31 18:17:21 main:574] : INFO : Epoch 1688 | loss: 0.0311459 | val_loss: 0.0311537 | Time: 5269.89 ms [2022-03-31 18:17:26 main:574] : INFO : Epoch 1689 | loss: 0.0311474 | val_loss: 0.0311544 | Time: 5253.23 ms [2022-03-31 18:17:32 main:574] : INFO : Epoch 1690 | loss: 0.0311578 | val_loss: 0.0311823 | Time: 5259.83 ms [2022-03-31 18:17:37 main:574] : INFO : Epoch 1691 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 5270.71 ms [2022-03-31 18:17:42 main:574] : INFO : Epoch 1692 | loss: 0.0311755 | val_loss: 0.0311749 | Time: 5241.01 ms [2022-03-31 18:17:48 main:574] : INFO : Epoch 1693 | loss: 0.0311737 | val_loss: 0.0311743 | Time: 5311.26 ms [2022-03-31 18:17:53 main:574] : INFO : Epoch 1694 | loss: 0.0311733 | val_loss: 0.0311777 | Time: 5363.35 ms [2022-03-31 18:17:58 main:574] : INFO : Epoch 1695 | loss: 0.0311721 | val_loss: 0.0311739 | Time: 5299.56 ms [2022-03-31 18:18:04 main:574] : INFO : Epoch 1696 | loss: 0.0311701 | val_loss: 0.0311712 | Time: 5339.72 ms [2022-03-31 18:18:09 main:574] : INFO : Epoch 1697 | loss: 0.0311674 | val_loss: 0.0311722 | Time: 5228.4 ms [2022-03-31 18:18:14 main:574] : INFO : Epoch 1698 | loss: 0.0311671 | val_loss: 0.0311701 | Time: 5258.39 ms [2022-03-31 18:18:20 main:574] : INFO : Epoch 1699 | loss: 0.0311663 | val_loss: 0.0311752 | Time: 5210.56 ms [2022-03-31 18:18:26 main:574] : INFO : Epoch 1700 | loss: 0.0311683 | val_loss: 0.0311722 | Time: 5272.02 ms [2022-03-31 18:18:31 main:574] : INFO : Epoch 1701 | loss: 0.031168 | val_loss: 0.0311738 | Time: 5290.23 ms [2022-03-31 18:18:37 main:574] : INFO : Epoch 1702 | loss: 0.0311672 | val_loss: 0.0311691 | Time: 5216.27 ms [2022-03-31 18:18:42 main:574] : INFO : Epoch 1703 | loss: 0.031164 | val_loss: 0.0311697 | Time: 5235.48 ms [2022-03-31 18:18:48 main:574] : INFO : Epoch 1704 | loss: 0.0311654 | val_loss: 0.031169 | Time: 5233.69 ms [2022-03-31 18:18:53 main:574] : INFO : Epoch 1705 | loss: 0.0311652 | val_loss: 0.0311682 | Time: 5344.33 ms [2022-03-31 18:18:59 main:574] : INFO : Epoch 1706 | loss: 0.0311642 | val_loss: 0.0311677 | Time: 5259.33 ms [2022-03-31 18:19:04 main:574] : INFO : Epoch 1707 | loss: 0.0311645 | val_loss: 0.0311674 | Time: 5245.31 ms [2022-03-31 18:19:09 main:574] : INFO : Epoch 1708 | loss: 0.0311638 | val_loss: 0.0311658 | Time: 5247.83 ms [2022-03-31 18:19:14 main:574] : INFO : Epoch 1709 | loss: 0.0311629 | val_loss: 0.0311668 | Time: 5229.61 ms [2022-03-31 18:19:20 main:574] : INFO : Epoch 1710 | loss: 0.0311625 | val_loss: 0.0311717 | Time: 5268.96 ms [2022-03-31 18:19:25 main:574] : INFO : Epoch 1711 | loss: 0.0311618 | val_loss: 0.0311664 | Time: 5257.95 ms [2022-03-31 18:19:30 main:574] : INFO : Epoch 1712 | loss: 0.0311606 | val_loss: 0.0311646 | Time: 5212.94 ms [2022-03-31 18:19:36 main:574] : INFO : Epoch 1713 | loss: 0.0311604 | val_loss: 0.0311646 | Time: 5281.72 ms [2022-03-31 18:19:41 main:574] : INFO : Epoch 1714 | loss: 0.0311602 | val_loss: 0.0311638 | Time: 5239.68 ms [2022-03-31 18:19:46 main:574] : INFO : Epoch 1715 | loss: 0.0311623 | val_loss: 0.0311668 | Time: 5223.57 ms [2022-03-31 18:19:52 main:574] : INFO : Epoch 1716 | loss: 0.0311618 | val_loss: 0.031166 | Time: 5291.9 ms [2022-03-31 18:19:57 main:574] : INFO : Epoch 1717 | loss: 0.0311608 | val_loss: 0.0311664 | Time: 5317.69 ms [2022-03-31 18:20:03 main:574] : INFO : Epoch 1718 | loss: 0.0311587 | val_loss: 0.0311644 | Time: 5220.97 ms [2022-03-31 18:20:08 main:574] : INFO : Epoch 1719 | loss: 0.0311577 | val_loss: 0.0311662 | Time: 5210.43 ms [2022-03-31 18:20:13 main:574] : INFO : Epoch 1720 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 5210.23 ms [2022-03-31 18:20:18 main:574] : INFO : Epoch 1721 | loss: 0.0311586 | val_loss: 0.0311667 | Time: 5278.28 ms [2022-03-31 18:20:24 main:574] : INFO : Epoch 1722 | loss: 0.0311584 | val_loss: 0.0311658 | Time: 5299.42 ms [2022-03-31 18:20:30 main:574] : INFO : Epoch 1723 | loss: 0.03116 | val_loss: 0.0311667 | Time: 5258.58 ms [2022-03-31 18:20:35 main:574] : INFO : Epoch 1724 | loss: 0.0311591 | val_loss: 0.0311632 | Time: 5228.71 ms [2022-03-31 18:20:41 main:574] : INFO : Epoch 1725 | loss: 0.0311599 | val_loss: 0.0311632 | Time: 5318.4 ms [2022-03-31 18:20:47 main:574] : INFO : Epoch 1726 | loss: 0.0311589 | val_loss: 0.031165 | Time: 5219.91 ms [2022-03-31 18:20:52 main:574] : INFO : Epoch 1727 | loss: 0.0311618 | val_loss: 0.0311718 | Time: 5157.04 ms [2022-03-31 18:20:58 main:574] : INFO : Epoch 1728 | loss: 0.0311591 | val_loss: 0.0311631 | Time: 5295.69 ms [2022-03-31 18:21:03 main:574] : INFO : Epoch 1729 | loss: 0.0311576 | val_loss: 0.0311747 | Time: 5273.09 ms [2022-03-31 18:21:09 main:574] : INFO : Epoch 1730 | loss: 0.0311593 | val_loss: 0.0311644 | Time: 5312.62 ms [2022-03-31 18:21:14 main:574] : INFO : Epoch 1731 | loss: 0.0311566 | val_loss: 0.0311677 | Time: 5263.98 ms [2022-03-31 18:21:19 main:574] : INFO : Epoch 1732 | loss: 0.0311598 | val_loss: 0.0311636 | Time: 5254.46 ms [2022-03-31 18:21:26 main:574] : INFO : Epoch 1733 | loss: 0.0311554 | val_loss: 0.0311616 | Time: 5282.41 ms [2022-03-31 18:21:31 main:574] : INFO : Epoch 1734 | loss: 0.0311562 | val_loss: 0.0311613 | Time: 5312.97 ms [2022-03-31 18:21:37 main:574] : INFO : Epoch 1735 | loss: 0.0311543 | val_loss: 0.0311622 | Time: 5229.03 ms [2022-03-31 18:21:42 main:574] : INFO : Epoch 1736 | loss: 0.0311534 | val_loss: 0.0311625 | Time: 5248.03 ms [2022-03-31 18:21:48 main:574] : INFO : Epoch 1737 | loss: 0.0311542 | val_loss: 0.0311619 | Time: 5271.03 ms [2022-03-31 18:21:53 main:574] : INFO : Epoch 1738 | loss: 0.0311536 | val_loss: 0.0311613 | Time: 5278.97 ms [2022-03-31 18:21:58 main:574] : INFO : Epoch 1739 | loss: 0.0311514 | val_loss: 0.0311606 | Time: 5260.21 ms [2022-03-31 18:22:04 main:574] : INFO : Epoch 1740 | loss: 0.0311525 | val_loss: 0.0311613 | Time: 5350.03 ms [2022-03-31 18:22:09 main:574] : INFO : Epoch 1741 | loss: 0.0311515 | val_loss: 0.0311615 | Time: 5232.88 ms [2022-03-31 18:22:14 main:574] : INFO : Epoch 1742 | loss: 0.0311528 | val_loss: 0.0311648 | Time: 5229.2 ms [2022-03-31 18:22:19 main:574] : INFO : Epoch 1743 | loss: 0.0311532 | val_loss: 0.0311605 | Time: 5233.36 ms [2022-03-31 18:22:25 main:574] : INFO : Epoch 1744 | loss: 0.0311525 | val_loss: 0.031159 | Time: 5275.04 ms [2022-03-31 18:22:30 main:574] : INFO : Epoch 1745 | loss: 0.0311507 | val_loss: 0.0311581 | Time: 5205.43 ms [2022-03-31 18:22:35 main:574] : INFO : Epoch 1746 | loss: 0.0311506 | val_loss: 0.0311591 | Time: 5252.99 ms [2022-03-31 18:22:41 main:574] : INFO : Epoch 1747 | loss: 0.031151 | val_loss: 0.031159 | Time: 5247 ms [2022-03-31 18:22:46 main:574] : INFO : Epoch 1748 | loss: 0.0311507 | val_loss: 0.0311581 | Time: 5188.67 ms [2022-03-31 18:22:52 main:574] : INFO : Epoch 1749 | loss: 0.0311517 | val_loss: 0.031159 | Time: 5255.53 ms [2022-03-31 18:22:57 main:574] : INFO : Epoch 1750 | loss: 0.0311544 | val_loss: 0.0311639 | Time: 5234.69 ms [2022-03-31 18:23:03 main:574] : INFO : Epoch 1751 | loss: 0.031154 | val_loss: 0.0311623 | Time: 5274.07 ms [2022-03-31 18:23:08 main:574] : INFO : Epoch 1752 | loss: 0.0311547 | val_loss: 0.0311619 | Time: 5231.47 ms [2022-03-31 18:23:14 main:574] : INFO : Epoch 1753 | loss: 0.0311549 | val_loss: 0.0311609 | Time: 5231.1 ms [2022-03-31 18:23:19 main:574] : INFO : Epoch 1754 | loss: 0.031153 | val_loss: 0.0311607 | Time: 5180.46 ms [2022-03-31 18:23:25 main:574] : INFO : Epoch 1755 | loss: 0.0311525 | val_loss: 0.031163 | Time: 5296.57 ms [2022-03-31 18:23:30 main:574] : INFO : Epoch 1756 | loss: 0.0311541 | val_loss: 0.0311587 | Time: 5234.89 ms [2022-03-31 18:23:35 main:574] : INFO : Epoch 1757 | loss: 0.0311521 | val_loss: 0.0311626 | Time: 5286.03 ms [2022-03-31 18:23:41 main:574] : INFO : Epoch 1758 | loss: 0.0311547 | val_loss: 0.0311609 | Time: 5223.29 ms [2022-03-31 18:23:46 main:574] : INFO : Epoch 1759 | loss: 0.0311507 | val_loss: 0.0311568 | Time: 5250.6 ms [2022-03-31 18:23:51 main:574] : INFO : Epoch 1760 | loss: 0.0311492 | val_loss: 0.0311564 | Time: 5167.8 ms [2022-03-31 18:23:57 main:574] : INFO : Epoch 1761 | loss: 0.0311486 | val_loss: 0.0311569 | Time: 5213.99 ms [2022-03-31 18:24:02 main:574] : INFO : Epoch 1762 | loss: 0.0311482 | val_loss: 0.0311572 | Time: 5355.38 ms [2022-03-31 18:24:07 main:574] : INFO : Epoch 1763 | loss: 0.0311488 | val_loss: 0.0311574 | Time: 5235.62 ms [2022-03-31 18:24:13 main:574] : INFO : Epoch 1764 | loss: 0.0311476 | val_loss: 0.0311576 | Time: 5352.48 ms [2022-03-31 18:24:18 main:574] : INFO : Epoch 1765 | loss: 0.0311482 | val_loss: 0.0311579 | Time: 5226.5 ms [2022-03-31 18:24:23 main:574] : INFO : Epoch 1766 | loss: 0.0311472 | val_loss: 0.0311576 | Time: 5260.17 ms [2022-03-31 18:24:29 main:574] : INFO : Epoch 1767 | loss: 0.0311488 | val_loss: 0.0311593 | Time: 5224.39 ms [2022-03-31 18:24:34 main:574] : INFO : Epoch 1768 | loss: 0.03115 | val_loss: 0.0311604 | Time: 5226.08 ms [2022-03-31 18:24:40 main:574] : INFO : Epoch 1769 | loss: 0.0311508 | val_loss: 0.0311653 | Time: 5279.89 ms [2022-03-31 18:24:45 main:574] : INFO : Epoch 1770 | loss: 0.0311549 | val_loss: 0.0311613 | Time: 5307.51 ms [2022-03-31 18:24:51 main:574] : INFO : Epoch 1771 | loss: 0.0311501 | val_loss: 0.0311572 | Time: 5270.18 ms [2022-03-31 18:24:56 main:574] : INFO : Epoch 1772 | loss: 0.031149 | val_loss: 0.0311571 | Time: 5276.57 ms [2022-03-31 18:25:01 main:574] : INFO : Epoch 1773 | loss: 0.0311483 | val_loss: 0.0311556 | Time: 5335.62 ms [2022-03-31 18:25:08 main:574] : INFO : Epoch 1774 | loss: 0.0311486 | val_loss: 0.03116 | Time: 5302.11 ms [2022-03-31 18:25:13 main:574] : INFO : Epoch 1775 | loss: 0.0311556 | val_loss: 0.0311626 | Time: 5300.76 ms [2022-03-31 18:25:19 main:574] : INFO : Epoch 1776 | loss: 0.0311543 | val_loss: 0.0311641 | Time: 5339.35 ms [2022-03-31 18:25:25 main:574] : INFO : Epoch 1777 | loss: 0.0311506 | val_loss: 0.0311599 | Time: 5318.88 ms [2022-03-31 18:25:30 main:574] : INFO : Epoch 1778 | loss: 0.0311499 | val_loss: 0.0311562 | Time: 5253.96 ms [2022-03-31 18:25:36 main:574] : INFO : Epoch 1779 | loss: 0.0311496 | val_loss: 0.0311589 | Time: 5303.54 ms [2022-03-31 18:25:41 main:574] : INFO : Epoch 1780 | loss: 0.0311509 | val_loss: 0.0311554 | Time: 5235.79 ms [2022-03-31 18:25:47 main:574] : INFO : Epoch 1781 | loss: 0.0311479 | val_loss: 0.0311587 | Time: 5298.75 ms [2022-03-31 18:25:52 main:574] : INFO : Epoch 1782 | loss: 0.0311485 | val_loss: 0.0311544 | Time: 5233.98 ms [2022-03-31 18:25:57 main:574] : INFO : Epoch 1783 | loss: 0.0311463 | val_loss: 0.0311554 | Time: 5313.92 ms [2022-03-31 18:26:03 main:574] : INFO : Epoch 1784 | loss: 0.031147 | val_loss: 0.0311569 | Time: 5294.91 ms [2022-03-31 18:26:08 main:574] : INFO : Epoch 1785 | loss: 0.0311454 | val_loss: 0.0311598 | Time: 5262.45 ms [2022-03-31 18:26:13 main:574] : INFO : Epoch 1786 | loss: 0.0311488 | val_loss: 0.03116 | Time: 5219.24 ms [2022-03-31 18:26:19 main:574] : INFO : Epoch 1787 | loss: 0.0311466 | val_loss: 0.0311544 | Time: 5317.47 ms [2022-03-31 18:26:24 main:574] : INFO : Epoch 1788 | loss: 0.0311444 | val_loss: 0.0311549 | Time: 5276.4 ms [2022-03-31 18:26:29 main:574] : INFO : Epoch 1789 | loss: 0.031146 | val_loss: 0.031156 | Time: 5280.45 ms [2022-03-31 18:26:35 main:574] : INFO : Epoch 1790 | loss: 0.0311453 | val_loss: 0.0311531 | Time: 5222.4 ms [2022-03-31 18:26:40 main:574] : INFO : Epoch 1791 | loss: 0.0311426 | val_loss: 0.0311542 | Time: 5256.98 ms [2022-03-31 18:26:45 main:574] : INFO : Epoch 1792 | loss: 0.0311463 | val_loss: 0.0311601 | Time: 5258.52 ms [2022-03-31 18:26:51 main:574] : INFO : Epoch 1793 | loss: 0.0311468 | val_loss: 0.031156 | Time: 5272.01 ms [2022-03-31 18:26:56 main:574] : INFO : Epoch 1794 | loss: 0.0311466 | val_loss: 0.0311575 | Time: 5246.04 ms [2022-03-31 18:27:01 main:574] : INFO : Epoch 1795 | loss: 0.0311455 | val_loss: 0.0311518 | Time: 5240.43 ms [2022-03-31 18:27:06 main:574] : INFO : Epoch 1796 | loss: 0.0311483 | val_loss: 0.0311568 | Time: 5215.16 ms [2022-03-31 18:27:12 main:574] : INFO : Epoch 1797 | loss: 0.0311525 | val_loss: 0.0311647 | Time: 5344.98 ms [2022-03-31 18:27:17 main:574] : INFO : Epoch 1798 | loss: 0.0311526 | val_loss: 0.0311556 | Time: 5287.54 ms [2022-03-31 18:27:22 main:574] : INFO : Epoch 1799 | loss: 0.0311481 | val_loss: 0.0311568 | Time: 5285.38 ms [2022-03-31 18:27:28 main:574] : INFO : Epoch 1800 | loss: 0.0311496 | val_loss: 0.031153 | Time: 5244.71 ms [2022-03-31 18:27:34 main:574] : INFO : Epoch 1801 | loss: 0.0311474 | val_loss: 0.0311608 | Time: 5251.07 ms [2022-03-31 18:27:40 main:574] : INFO : Epoch 1802 | loss: 0.0311482 | val_loss: 0.0311538 | Time: 5213.02 ms [2022-03-31 18:27:45 main:574] : INFO : Epoch 1803 | loss: 0.0311487 | val_loss: 0.0311524 | Time: 5308.33 ms [2022-03-31 18:27:51 main:574] : INFO : Epoch 1804 | loss: 0.0311477 | val_loss: 0.0311532 | Time: 5255.85 ms [2022-03-31 18:27:56 main:574] : INFO : Epoch 1805 | loss: 0.0311494 | val_loss: 0.0311568 | Time: 5182.64 ms [2022-03-31 18:28:02 main:574] : INFO : Epoch 1806 | loss: 0.0311495 | val_loss: 0.0311522 | Time: 5242.15 ms [2022-03-31 18:28:07 main:574] : INFO : Epoch 1807 | loss: 0.0311482 | val_loss: 0.0311558 | Time: 5281.85 ms [2022-03-31 18:28:13 main:574] : INFO : Epoch 1808 | loss: 0.0311489 | val_loss: 0.0311551 | Time: 5219.9 ms [2022-03-31 18:28:18 main:574] : INFO : Epoch 1809 | loss: 0.0311469 | val_loss: 0.0311526 | Time: 5217.05 ms [2022-03-31 18:28:24 main:574] : INFO : Epoch 1810 | loss: 0.031149 | val_loss: 0.0311677 | Time: 5294.61 ms [2022-03-31 18:28:30 main:574] : INFO : Epoch 1811 | loss: 0.0311614 | val_loss: 0.0311608 | Time: 5195.91 ms [2022-03-31 18:28:35 main:574] : INFO : Epoch 1812 | loss: 0.031157 | val_loss: 0.0311596 | Time: 5313.28 ms [2022-03-31 18:28:41 main:574] : INFO : Epoch 1813 | loss: 0.0311563 | val_loss: 0.0311627 | Time: 5352.35 ms [2022-03-31 18:28:47 main:574] : INFO : Epoch 1814 | loss: 0.0311553 | val_loss: 0.031159 | Time: 5253.92 ms [2022-03-31 18:28:53 main:574] : INFO : Epoch 1815 | loss: 0.0311552 | val_loss: 0.0311578 | Time: 5264.43 ms [2022-03-31 18:28:58 main:574] : INFO : Epoch 1816 | loss: 0.0311558 | val_loss: 0.0311704 | Time: 5284.91 ms [2022-03-31 18:29:03 main:574] : INFO : Epoch 1817 | loss: 0.0311541 | val_loss: 0.0311574 | Time: 5247.59 ms [2022-03-31 18:29:09 main:574] : INFO : Epoch 1818 | loss: 0.0311535 | val_loss: 0.0311562 | Time: 5197.72 ms [2022-03-31 18:29:14 main:574] : INFO : Epoch 1819 | loss: 0.0311536 | val_loss: 0.0311564 | Time: 5257.1 ms [2022-03-31 18:29:19 main:574] : INFO : Epoch 1820 | loss: 0.0311506 | val_loss: 0.0311553 | Time: 5276.38 ms [2022-03-31 18:29:24 main:574] : INFO : Epoch 1821 | loss: 0.0311505 | val_loss: 0.0311585 | Time: 5285.26 ms [2022-03-31 18:29:30 main:574] : INFO : Epoch 1822 | loss: 0.0311497 | val_loss: 0.0311555 | Time: 5261.71 ms [2022-03-31 18:29:36 main:574] : INFO : Epoch 1823 | loss: 0.0311495 | val_loss: 0.0311545 | Time: 5222.17 ms [2022-03-31 18:29:42 main:574] : INFO : Epoch 1824 | loss: 0.0311488 | val_loss: 0.0311539 | Time: 5235.29 ms [2022-03-31 18:29:47 main:574] : INFO : Epoch 1825 | loss: 0.0311466 | val_loss: 0.0311546 | Time: 5210.82 ms [2022-03-31 18:29:52 main:574] : INFO : Epoch 1826 | loss: 0.0311479 | val_loss: 0.0311581 | Time: 5243.12 ms [2022-03-31 18:29:58 main:574] : INFO : Epoch 1827 | loss: 0.0311551 | val_loss: 0.0311559 | Time: 5265.6 ms [2022-03-31 18:30:04 main:574] : INFO : Epoch 1828 | loss: 0.0311505 | val_loss: 0.0311555 | Time: 5333.52 ms [2022-03-31 18:30:10 main:574] : INFO : Epoch 1829 | loss: 0.0311497 | val_loss: 0.031155 | Time: 5242.61 ms [2022-03-31 18:30:15 main:574] : INFO : Epoch 1830 | loss: 0.0311497 | val_loss: 0.0311558 | Time: 5292.42 ms [2022-03-31 18:30:20 main:574] : INFO : Epoch 1831 | loss: 0.0311473 | val_loss: 0.0311532 | Time: 5276.6 ms [2022-03-31 18:30:25 main:574] : INFO : Epoch 1832 | loss: 0.0311478 | val_loss: 0.0311574 | Time: 5234.71 ms [2022-03-31 18:30:31 main:574] : INFO : Epoch 1833 | loss: 0.0311456 | val_loss: 0.0311534 | Time: 5288.02 ms [2022-03-31 18:30:36 main:574] : INFO : Epoch 1834 | loss: 0.0311454 | val_loss: 0.0311526 | Time: 5311.25 ms [2022-03-31 18:30:41 main:574] : INFO : Epoch 1835 | loss: 0.0311453 | val_loss: 0.0311532 | Time: 5233.61 ms [2022-03-31 18:30:47 main:574] : INFO : Epoch 1836 | loss: 0.0311455 | val_loss: 0.0311562 | Time: 5278.28 ms [2022-03-31 18:30:52 main:574] : INFO : Epoch 1837 | loss: 0.0311443 | val_loss: 0.0311517 | Time: 5282.62 ms [2022-03-31 18:30:57 main:574] : INFO : Epoch 1838 | loss: 0.0311438 | val_loss: 0.0311514 | Time: 5275.21 ms [2022-03-31 18:31:03 main:574] : INFO : Epoch 1839 | loss: 0.0311452 | val_loss: 0.0311564 | Time: 5245.64 ms [2022-03-31 18:31:08 main:574] : INFO : Epoch 1840 | loss: 0.0311454 | val_loss: 0.0311523 | Time: 5266.71 ms [2022-03-31 18:31:13 main:574] : INFO : Epoch 1841 | loss: 0.0311467 | val_loss: 0.0311535 | Time: 5211.28 ms [2022-03-31 18:31:19 main:574] : INFO : Epoch 1842 | loss: 0.0311474 | val_loss: 0.0311528 | Time: 5228.72 ms [2022-03-31 18:31:24 main:574] : INFO : Epoch 1843 | loss: 0.0311442 | val_loss: 0.0311561 | Time: 5263.19 ms [2022-03-31 18:31:29 main:574] : INFO : Epoch 1844 | loss: 0.0311466 | val_loss: 0.0311518 | Time: 5260.44 ms [2022-03-31 18:31:34 main:574] : INFO : Epoch 1845 | loss: 0.031144 | val_loss: 0.0311518 | Time: 5285.27 ms [2022-03-31 18:31:40 main:574] : INFO : Epoch 1846 | loss: 0.0311476 | val_loss: 0.0311564 | Time: 5241.81 ms [2022-03-31 18:31:45 main:574] : INFO : Epoch 1847 | loss: 0.031148 | val_loss: 0.0311534 | Time: 5237.59 ms [2022-03-31 18:31:50 main:574] : INFO : Epoch 1848 | loss: 0.0311436 | val_loss: 0.0311531 | Time: 5241.7 ms [2022-03-31 18:31:56 main:574] : INFO : Epoch 1849 | loss: 0.0311432 | val_loss: 0.0311556 | Time: 5233.66 ms [2022-03-31 18:32:01 main:574] : INFO : Epoch 1850 | loss: 0.0311433 | val_loss: 0.0311563 | Time: 5289.74 ms [2022-03-31 18:32:06 main:574] : INFO : Epoch 1851 | loss: 0.0311432 | val_loss: 0.0311517 | Time: 5207.74 ms [2022-03-31 18:32:12 main:574] : INFO : Epoch 1852 | loss: 0.0311432 | val_loss: 0.0311538 | Time: 5320.12 ms [2022-03-31 18:32:18 main:574] : INFO : Epoch 1853 | loss: 0.0311445 | val_loss: 0.0311525 | Time: 5220.85 ms [2022-03-31 18:32:24 main:574] : INFO : Epoch 1854 | loss: 0.0311441 | val_loss: 0.0311505 | Time: 5196.43 ms [2022-03-31 18:32:29 main:574] : INFO : Epoch 1855 | loss: 0.0311423 | val_loss: 0.0311538 | Time: 5274.8 ms [2022-03-31 18:32:34 main:574] : INFO : Epoch 1856 | loss: 0.0311423 | val_loss: 0.031148 | Time: 5272.71 ms [2022-03-31 18:32:40 main:574] : INFO : Epoch 1857 | loss: 0.031142 | val_loss: 0.0311474 | Time: 5233.38 ms [2022-03-31 18:32:45 main:574] : INFO : Epoch 1858 | loss: 0.0311415 | val_loss: 0.0311531 | Time: 5247.74 ms [2022-03-31 18:32:50 main:574] : INFO : Epoch 1859 | loss: 0.0311428 | val_loss: 0.0311487 | Time: 5216.63 ms [2022-03-31 18:32:55 main:574] : INFO : Epoch 1860 | loss: 0.0311426 | val_loss: 0.031149 | Time: 5306.63 ms [2022-03-31 18:33:01 main:574] : INFO : Epoch 1861 | loss: 0.0311402 | val_loss: 0.0311487 | Time: 5271.93 ms [2022-03-31 18:33:06 main:574] : INFO : Epoch 1862 | loss: 0.0311401 | val_loss: 0.0311508 | Time: 5367.94 ms [2022-03-31 18:33:11 main:574] : INFO : Epoch 1863 | loss: 0.0311431 | val_loss: 0.0311488 | Time: 5175.16 ms [2022-03-31 18:33:17 main:574] : INFO : Epoch 1864 | loss: 0.0311404 | val_loss: 0.0311481 | Time: 5216.16 ms [2022-03-31 18:33:22 main:574] : INFO : Epoch 1865 | loss: 0.0311409 | val_loss: 0.031147 | Time: 5210.34 ms [2022-03-31 18:33:27 main:574] : INFO : Epoch 1866 | loss: 0.0311388 | val_loss: 0.0311454 | Time: 5255.22 ms [2022-03-31 18:33:33 main:574] : INFO : Epoch 1867 | loss: 0.0311388 | val_loss: 0.031147 | Time: 5308.37 ms [2022-03-31 18:33:38 main:574] : INFO : Epoch 1868 | loss: 0.0311386 | val_loss: 0.0311473 | Time: 5280.63 ms [2022-03-31 18:33:44 main:574] : INFO : Epoch 1869 | loss: 0.031139 | val_loss: 0.031149 | Time: 5268.63 ms [2022-03-31 18:33:49 main:574] : INFO : Epoch 1870 | loss: 0.0311394 | val_loss: 0.0311487 | Time: 5263.13 ms [2022-03-31 18:33:57 main:574] : INFO : Epoch 1871 | loss: 0.0311389 | val_loss: 0.0311461 | Time: 5269.63 ms [2022-03-31 18:34:02 main:574] : INFO : Epoch 1872 | loss: 0.0311433 | val_loss: 0.031147 | Time: 5297.98 ms [2022-03-31 18:34:09 main:574] : INFO : Epoch 1873 | loss: 0.0311414 | val_loss: 0.0311457 | Time: 5275.06 ms [2022-03-31 18:34:14 main:574] : INFO : Epoch 1874 | loss: 0.0311387 | val_loss: 0.0311471 | Time: 5270.05 ms [2022-03-31 18:34:19 main:574] : INFO : Epoch 1875 | loss: 0.0311399 | val_loss: 0.0311508 | Time: 5308.93 ms [2022-03-31 18:34:25 main:574] : INFO : Epoch 1876 | loss: 0.0311402 | val_loss: 0.0311466 | Time: 5291.98 ms [2022-03-31 18:34:30 main:574] : INFO : Epoch 1877 | loss: 0.0311384 | val_loss: 0.0311461 | Time: 5273.48 ms [2022-03-31 18:34:36 main:574] : INFO : Epoch 1878 | loss: 0.0311411 | val_loss: 0.0311571 | Time: 5286.06 ms [2022-03-31 18:34:41 main:574] : INFO : Epoch 1879 | loss: 0.0311407 | val_loss: 0.0311477 | Time: 5203.64 ms [2022-03-31 18:34:46 main:574] : INFO : Epoch 1880 | loss: 0.0311375 | val_loss: 0.0311457 | Time: 5234.34 ms [2022-03-31 18:34:52 main:574] : INFO : Epoch 1881 | loss: 0.0311388 | val_loss: 0.0311507 | Time: 5238.14 ms [2022-03-31 18:34:57 main:574] : INFO : Epoch 1882 | loss: 0.0311395 | val_loss: 0.0311487 | Time: 5272.87 ms [2022-03-31 18:35:03 main:574] : INFO : Epoch 1883 | loss: 0.0311397 | val_loss: 0.0311493 | Time: 5288.8 ms [2022-03-31 18:35:09 main:574] : INFO : Epoch 1884 | loss: 0.0311393 | val_loss: 0.0311519 | Time: 5259.27 ms [2022-03-31 18:35:15 main:574] : INFO : Epoch 1885 | loss: 0.0311444 | val_loss: 0.0311503 | Time: 5266.5 ms [2022-03-31 18:35:21 main:574] : INFO : Epoch 1886 | loss: 0.031142 | val_loss: 0.0311467 | Time: 5256.43 ms [2022-03-31 18:35:26 main:574] : INFO : Epoch 1887 | loss: 0.0311469 | val_loss: 0.0311523 | Time: 5252.06 ms [2022-03-31 18:35:32 main:574] : INFO : Epoch 1888 | loss: 0.0311478 | val_loss: 0.031151 | Time: 5260.97 ms [2022-03-31 18:35:37 main:574] : INFO : Epoch 1889 | loss: 0.0311435 | val_loss: 0.0311506 | Time: 5224.13 ms [2022-03-31 18:35:42 main:574] : INFO : Epoch 1890 | loss: 0.0311415 | val_loss: 0.0311487 | Time: 5226.24 ms [2022-03-31 18:35:48 main:574] : INFO : Epoch 1891 | loss: 0.0311396 | val_loss: 0.0311488 | Time: 5256.73 ms [2022-03-31 18:35:54 main:574] : INFO : Epoch 1892 | loss: 0.031139 | val_loss: 0.0311491 | Time: 5402.58 ms [2022-03-31 18:35:59 main:574] : INFO : Epoch 1893 | loss: 0.031145 | val_loss: 0.0311626 | Time: 5206.51 ms [2022-03-31 18:36:04 main:574] : INFO : Epoch 1894 | loss: 0.0311446 | val_loss: 0.03115 | Time: 5240.44 ms [2022-03-31 18:36:09 main:574] : INFO : Epoch 1895 | loss: 0.0311402 | val_loss: 0.0311476 | Time: 5229.46 ms [2022-03-31 18:36:15 main:574] : INFO : Epoch 1896 | loss: 0.0311387 | val_loss: 0.0311526 | Time: 5316.05 ms [2022-03-31 18:36:20 main:574] : INFO : Epoch 1897 | loss: 0.031142 | val_loss: 0.0311581 | Time: 5280.82 ms [2022-03-31 18:36:25 main:574] : INFO : Epoch 1898 | loss: 0.031139 | val_loss: 0.0311496 | Time: 5198.63 ms [2022-03-31 18:36:31 main:574] : INFO : Epoch 1899 | loss: 0.0311369 | val_loss: 0.0311517 | Time: 5224.48 ms [2022-03-31 18:36:36 main:574] : INFO : Epoch 1900 | loss: 0.0311383 | val_loss: 0.0311502 | Time: 5192.9 ms [2022-03-31 18:36:41 main:574] : INFO : Epoch 1901 | loss: 0.0311357 | val_loss: 0.0311497 | Time: 5296.18 ms [2022-03-31 18:36:47 main:574] : INFO : Epoch 1902 | loss: 0.0311361 | val_loss: 0.0311543 | Time: 5298.91 ms [2022-03-31 18:36:52 main:574] : INFO : Epoch 1903 | loss: 0.0311405 | val_loss: 0.0311497 | Time: 5291.42 ms [2022-03-31 18:36:57 main:574] : INFO : Epoch 1904 | loss: 0.0311378 | val_loss: 0.0311504 | Time: 5277.28 ms [2022-03-31 18:37:03 main:574] : INFO : Epoch 1905 | loss: 0.0311364 | val_loss: 0.0311467 | Time: 5228.31 ms [2022-03-31 18:37:09 main:574] : INFO : Epoch 1906 | loss: 0.0311358 | val_loss: 0.0311468 | Time: 5232.67 ms [2022-03-31 18:37:14 main:574] : INFO : Epoch 1907 | loss: 0.0311361 | val_loss: 0.0311492 | Time: 5300.94 ms [2022-03-31 18:37:20 main:574] : INFO : Epoch 1908 | loss: 0.031138 | val_loss: 0.0311529 | Time: 5281.75 ms [2022-03-31 18:37:25 main:574] : INFO : Epoch 1909 | loss: 0.031141 | val_loss: 0.0311489 | Time: 5252.8 ms [2022-03-31 18:37:31 main:574] : INFO : Epoch 1910 | loss: 0.0311424 | val_loss: 0.0311527 | Time: 5220.36 ms [2022-03-31 18:37:36 main:574] : INFO : Epoch 1911 | loss: 0.0311407 | val_loss: 0.0311482 | Time: 5295.06 ms [2022-03-31 18:37:42 main:574] : INFO : Epoch 1912 | loss: 0.0311398 | val_loss: 0.0311474 | Time: 5233.8 ms [2022-03-31 18:37:48 main:574] : INFO : Epoch 1913 | loss: 0.031138 | val_loss: 0.0311486 | Time: 5211.9 ms [2022-03-31 18:37:53 main:574] : INFO : Epoch 1914 | loss: 0.0311375 | val_loss: 0.0311468 | Time: 5300.92 ms [2022-03-31 18:37:59 main:574] : INFO : Epoch 1915 | loss: 0.0311379 | val_loss: 0.0311524 | Time: 5236 ms [2022-03-31 18:38:04 main:574] : INFO : Epoch 1916 | loss: 0.0311458 | val_loss: 0.0311627 | Time: 5333.68 ms [2022-03-31 18:38:09 main:574] : INFO : Epoch 1917 | loss: 0.0311395 | val_loss: 0.0311462 | Time: 5268.75 ms [2022-03-31 18:38:15 main:574] : INFO : Epoch 1918 | loss: 0.0311401 | val_loss: 0.0311522 | Time: 5230.4 ms [2022-03-31 18:38:20 main:574] : INFO : Epoch 1919 | loss: 0.0311403 | val_loss: 0.0311489 | Time: 5259.46 ms [2022-03-31 18:38:25 main:574] : INFO : Epoch 1920 | loss: 0.0311412 | val_loss: 0.0311495 | Time: 5255.31 ms [2022-03-31 18:38:31 main:574] : INFO : Epoch 1921 | loss: 0.031141 | val_loss: 0.0311509 | Time: 5216.1 ms [2022-03-31 18:38:37 main:574] : INFO : Epoch 1922 | loss: 0.03114 | val_loss: 0.0311497 | Time: 5223.11 ms [2022-03-31 18:38:43 main:574] : INFO : Epoch 1923 | loss: 0.0311406 | val_loss: 0.0311484 | Time: 5329.26 ms [2022-03-31 18:38:49 main:574] : INFO : Epoch 1924 | loss: 0.0311405 | val_loss: 0.0311571 | Time: 5243.56 ms [2022-03-31 18:38:55 main:574] : INFO : Epoch 1925 | loss: 0.0311423 | val_loss: 0.031152 | Time: 5321.64 ms [2022-03-31 18:39:00 main:574] : INFO : Epoch 1926 | loss: 0.0311415 | val_loss: 0.0311497 | Time: 5279.7 ms [2022-03-31 18:39:06 main:574] : INFO : Epoch 1927 | loss: 0.0311427 | val_loss: 0.031154 | Time: 5290.81 ms [2022-03-31 18:39:11 main:574] : INFO : Epoch 1928 | loss: 0.0311445 | val_loss: 0.0311537 | Time: 5257.46 ms [2022-03-31 18:39:16 main:574] : INFO : Epoch 1929 | loss: 0.0311421 | val_loss: 0.0311502 | Time: 5316.97 ms [2022-03-31 18:39:22 main:574] : INFO : Epoch 1930 | loss: 0.0311424 | val_loss: 0.0311489 | Time: 5293.69 ms [2022-03-31 18:39:27 main:574] : INFO : Epoch 1931 | loss: 0.0311398 | val_loss: 0.0311491 | Time: 5276.31 ms [2022-03-31 18:39:32 main:574] : INFO : Epoch 1932 | loss: 0.0311387 | val_loss: 0.0311479 | Time: 5234.52 ms [2022-03-31 18:39:38 main:574] : INFO : Epoch 1933 | loss: 0.0311391 | val_loss: 0.0311478 | Time: 5260.58 ms [2022-03-31 18:39:43 main:574] : INFO : Epoch 1934 | loss: 0.031151 | val_loss: 0.0311558 | Time: 5221.27 ms [2022-03-31 18:39:49 main:574] : INFO : Epoch 1935 | loss: 0.0311414 | val_loss: 0.031149 | Time: 5197.66 ms [2022-03-31 18:39:54 main:574] : INFO : Epoch 1936 | loss: 0.0311401 | val_loss: 0.0311487 | Time: 5300.07 ms [2022-03-31 18:39:59 main:574] : INFO : Epoch 1937 | loss: 0.0311369 | val_loss: 0.0311472 | Time: 5215.29 ms [2022-03-31 18:40:05 main:574] : INFO : Epoch 1938 | loss: 0.0311368 | val_loss: 0.0311499 | Time: 5368.21 ms [2022-03-31 18:40:10 main:574] : INFO : Epoch 1939 | loss: 0.0311374 | val_loss: 0.0311474 | Time: 5312.79 ms [2022-03-31 18:40:16 main:574] : INFO : Epoch 1940 | loss: 0.0311355 | val_loss: 0.0311477 | Time: 5297.71 ms [2022-03-31 18:40:22 main:574] : INFO : Epoch 1941 | loss: 0.0311353 | val_loss: 0.0311518 | Time: 5234.49 ms [2022-03-31 18:40:27 main:574] : INFO : Epoch 1942 | loss: 0.0311362 | val_loss: 0.0311481 | Time: 5248.89 ms [2022-03-31 18:40:33 main:574] : INFO : Epoch 1943 | loss: 0.0311366 | val_loss: 0.031149 | Time: 5348.79 ms [2022-03-31 18:40:38 main:574] : INFO : Epoch 1944 | loss: 0.031136 | val_loss: 0.0311502 | Time: 5258.22 ms [2022-03-31 18:40:44 main:574] : INFO : Epoch 1945 | loss: 0.0311371 | val_loss: 0.0311553 | Time: 5238.7 ms [2022-03-31 18:40:50 main:574] : INFO : Epoch 1946 | loss: 0.031137 | val_loss: 0.031149 | Time: 5209.73 ms [2022-03-31 18:40:55 main:574] : INFO : Epoch 1947 | loss: 0.0311358 | val_loss: 0.0311492 | Time: 5207.68 ms [2022-03-31 18:41:00 main:574] : INFO : Epoch 1948 | loss: 0.0311364 | val_loss: 0.0311465 | Time: 5254.13 ms [2022-03-31 18:41:06 main:574] : INFO : Epoch 1949 | loss: 0.031134 | val_loss: 0.0311496 | Time: 5180.69 ms [2022-03-31 18:41:12 main:574] : INFO : Epoch 1950 | loss: 0.0311348 | val_loss: 0.0311489 | Time: 5279.59 ms [2022-03-31 18:41:17 main:574] : INFO : Epoch 1951 | loss: 0.0311343 | val_loss: 0.0311481 | Time: 5282.98 ms [2022-03-31 18:41:23 main:574] : INFO : Epoch 1952 | loss: 0.0311348 | val_loss: 0.0311497 | Time: 5218.7 ms [2022-03-31 18:41:28 main:574] : INFO : Epoch 1953 | loss: 0.0311346 | val_loss: 0.031148 | Time: 5253.56 ms [2022-03-31 18:41:34 main:574] : INFO : Epoch 1954 | loss: 0.0311333 | val_loss: 0.031149 | Time: 5321.06 ms [2022-03-31 18:41:39 main:574] : INFO : Epoch 1955 | loss: 0.0311342 | val_loss: 0.0311471 | Time: 5276.25 ms [2022-03-31 18:41:45 main:574] : INFO : Epoch 1956 | loss: 0.0311383 | val_loss: 0.0311517 | Time: 5184.43 ms [2022-03-31 18:41:51 main:574] : INFO : Epoch 1957 | loss: 0.0311376 | val_loss: 0.0311489 | Time: 5229.91 ms [2022-03-31 18:41:58 main:574] : INFO : Epoch 1958 | loss: 0.0311366 | val_loss: 0.0311506 | Time: 5288.74 ms [2022-03-31 18:42:03 main:574] : INFO : Epoch 1959 | loss: 0.0311368 | val_loss: 0.0311504 | Time: 5323.77 ms [2022-03-31 18:42:09 main:574] : INFO : Epoch 1960 | loss: 0.0311348 | val_loss: 0.0311477 | Time: 5271.93 ms [2022-03-31 18:42:14 main:574] : INFO : Epoch 1961 | loss: 0.0311334 | val_loss: 0.0311466 | Time: 5279.06 ms [2022-03-31 18:42:19 main:574] : INFO : Epoch 1962 | loss: 0.0311336 | val_loss: 0.0311463 | Time: 5266.42 ms [2022-03-31 18:42:24 main:574] : INFO : Epoch 1963 | loss: 0.0311332 | val_loss: 0.0311507 | Time: 5306.56 ms [2022-03-31 18:42:30 main:574] : INFO : Epoch 1964 | loss: 0.0311345 | val_loss: 0.0311494 | Time: 5253.12 ms [2022-03-31 18:42:35 main:574] : INFO : Epoch 1965 | loss: 0.0311326 | val_loss: 0.0311476 | Time: 5293.34 ms [2022-03-31 18:42:40 main:574] : INFO : Epoch 1966 | loss: 0.0311323 | val_loss: 0.0311544 | Time: 5256.35 ms [2022-03-31 18:42:46 main:574] : INFO : Epoch 1967 | loss: 0.0311373 | val_loss: 0.0311479 | Time: 5264.44 ms [2022-03-31 18:42:51 main:574] : INFO : Epoch 1968 | loss: 0.0311358 | val_loss: 0.0311647 | Time: 5208.59 ms [2022-03-31 18:42:57 main:574] : INFO : Epoch 1969 | loss: 0.0311398 | val_loss: 0.0311482 | Time: 5254.48 ms [2022-03-31 18:43:03 main:574] : INFO : Epoch 1970 | loss: 0.0311344 | val_loss: 0.031148 | Time: 5261.43 ms [2022-03-31 18:43:08 main:574] : INFO : Epoch 1971 | loss: 0.0311336 | val_loss: 0.03115 | Time: 5255.45 ms [2022-03-31 18:43:13 main:574] : INFO : Epoch 1972 | loss: 0.0311367 | val_loss: 0.0311484 | Time: 5230.71 ms [2022-03-31 18:43:19 main:574] : INFO : Epoch 1973 | loss: 0.0311371 | val_loss: 0.0311529 | Time: 5247.19 ms [2022-03-31 18:43:24 main:574] : INFO : Epoch 1974 | loss: 0.031137 | val_loss: 0.0311509 | Time: 5269.06 ms [2022-03-31 18:43:29 main:574] : INFO : Epoch 1975 | loss: 0.0311371 | val_loss: 0.0311491 | Time: 5292.89 ms [2022-03-31 18:43:34 main:574] : INFO : Epoch 1976 | loss: 0.0311373 | val_loss: 0.03115 | Time: 5226.99 ms [2022-03-31 18:43:40 main:574] : INFO : Epoch 1977 | loss: 0.0311376 | val_loss: 0.0311573 | Time: 5256.05 ms [2022-03-31 18:43:45 main:574] : INFO : Epoch 1978 | loss: 0.0311373 | val_loss: 0.031155 | Time: 5284.24 ms [2022-03-31 18:43:51 main:574] : INFO : Epoch 1979 | loss: 0.031149 | val_loss: 0.0311693 | Time: 5269.56 ms [2022-03-31 18:43:56 main:574] : INFO : Epoch 1980 | loss: 0.0311561 | val_loss: 0.0311623 | Time: 5186.71 ms [2022-03-31 18:44:02 main:574] : INFO : Epoch 1981 | loss: 0.0311482 | val_loss: 0.0311529 | Time: 5176.95 ms [2022-03-31 18:44:07 main:574] : INFO : Epoch 1982 | loss: 0.0311455 | val_loss: 0.031152 | Time: 5296.7 ms [2022-03-31 18:44:13 main:574] : INFO : Epoch 1983 | loss: 0.0311493 | val_loss: 0.0311606 | Time: 5239.63 ms [2022-03-31 18:44:18 main:574] : INFO : Epoch 1984 | loss: 0.0311424 | val_loss: 0.0311525 | Time: 5252.24 ms [2022-03-31 18:44:24 main:574] : INFO : Epoch 1985 | loss: 0.0311438 | val_loss: 0.031152 | Time: 5251.63 ms [2022-03-31 18:44:29 main:574] : INFO : Epoch 1986 | loss: 0.0311425 | val_loss: 0.0311522 | Time: 5246.16 ms [2022-03-31 18:44:34 main:574] : INFO : Epoch 1987 | loss: 0.0311413 | val_loss: 0.0311535 | Time: 5246.28 ms [2022-03-31 18:44:40 main:574] : INFO : Epoch 1988 | loss: 0.0311412 | val_loss: 0.031154 | Time: 5300.15 ms [2022-03-31 18:44:45 main:574] : INFO : Epoch 1989 | loss: 0.0311427 | val_loss: 0.0311608 | Time: 5253.93 ms [2022-03-31 18:44:51 main:574] : INFO : Epoch 1990 | loss: 0.03114 | val_loss: 0.0311509 | Time: 5233.65 ms [2022-03-31 18:44:56 main:574] : INFO : Epoch 1991 | loss: 0.0311383 | val_loss: 0.0311516 | Time: 5272.64 ms [2022-03-31 18:45:03 main:574] : INFO : Epoch 1992 | loss: 0.0311393 | val_loss: 0.0311562 | Time: 5298.6 ms [2022-03-31 18:45:08 main:574] : INFO : Epoch 1993 | loss: 0.0311384 | val_loss: 0.0311593 | Time: 5242.8 ms [2022-03-31 18:45:14 main:574] : INFO : Epoch 1994 | loss: 0.0311387 | val_loss: 0.0311512 | Time: 5265.85 ms [2022-03-31 18:45:19 main:574] : INFO : Epoch 1995 | loss: 0.0311373 | val_loss: 0.0311496 | Time: 5286.82 ms [2022-03-31 18:45:25 main:574] : INFO : Epoch 1996 | loss: 0.0311366 | val_loss: 0.0311531 | Time: 5267.53 ms [2022-03-31 18:45:30 main:574] : INFO : Epoch 1997 | loss: 0.0311362 | val_loss: 0.03115 | Time: 5276.83 ms [2022-03-31 18:45:35 main:574] : INFO : Epoch 1998 | loss: 0.0311367 | val_loss: 0.0311499 | Time: 5219.11 ms [2022-03-31 18:45:41 main:574] : INFO : Epoch 1999 | loss: 0.0311348 | val_loss: 0.0311546 | Time: 5262.64 ms [2022-03-31 18:45:46 main:574] : INFO : Epoch 2000 | loss: 0.0311347 | val_loss: 0.0311504 | Time: 5263.11 ms [2022-03-31 18:45:52 main:574] : INFO : Epoch 2001 | loss: 0.0311327 | val_loss: 0.031149 | Time: 5254 ms [2022-03-31 18:45:57 main:574] : INFO : Epoch 2002 | loss: 0.031143 | val_loss: 0.031159 | Time: 5221.12 ms [2022-03-31 18:46:03 main:574] : INFO : Epoch 2003 | loss: 0.0311556 | val_loss: 0.0311644 | Time: 5225.93 ms [2022-03-31 18:46:08 main:574] : INFO : Epoch 2004 | loss: 0.0311557 | val_loss: 0.0311558 | Time: 5289.08 ms [2022-03-31 18:46:14 main:574] : INFO : Epoch 2005 | loss: 0.0311489 | val_loss: 0.0311555 | Time: 5241.67 ms [2022-03-31 18:46:19 main:574] : INFO : Epoch 2006 | loss: 0.0311479 | val_loss: 0.0311603 | Time: 5316.69 ms [2022-03-31 18:46:24 main:574] : INFO : Epoch 2007 | loss: 0.0311475 | val_loss: 0.0311591 | Time: 5238.59 ms [2022-03-31 18:46:30 main:574] : INFO : Epoch 2008 | loss: 0.0311459 | val_loss: 0.0311573 | Time: 5242.33 ms [2022-03-31 18:46:36 main:574] : INFO : Epoch 2009 | loss: 0.0311452 | val_loss: 0.0311556 | Time: 5309.89 ms [2022-03-31 18:46:42 main:574] : INFO : Epoch 2010 | loss: 0.0311445 | val_loss: 0.0311542 | Time: 5261.44 ms [2022-03-31 18:46:47 main:574] : INFO : Epoch 2011 | loss: 0.0311452 | val_loss: 0.0311556 | Time: 5226.82 ms [2022-03-31 18:46:53 main:574] : INFO : Epoch 2012 | loss: 0.0311428 | val_loss: 0.0311523 | Time: 5218.82 ms [2022-03-31 18:46:59 main:574] : INFO : Epoch 2013 | loss: 0.031144 | val_loss: 0.0311545 | Time: 5278.76 ms [2022-03-31 18:47:04 main:574] : INFO : Epoch 2014 | loss: 0.0311448 | val_loss: 0.0311539 | Time: 5292.95 ms [2022-03-31 18:47:09 main:574] : INFO : Epoch 2015 | loss: 0.0311401 | val_loss: 0.0311528 | Time: 5221.36 ms [2022-03-31 18:47:16 main:574] : INFO : Epoch 2016 | loss: 0.0311427 | val_loss: 0.0311544 | Time: 5293.55 ms [2022-03-31 18:47:21 main:574] : INFO : Epoch 2017 | loss: 0.031145 | val_loss: 0.0311515 | Time: 5278.53 ms [2022-03-31 18:47:26 main:574] : INFO : Epoch 2018 | loss: 0.0311454 | val_loss: 0.0311527 | Time: 5270.96 ms [2022-03-31 18:47:32 main:574] : INFO : Epoch 2019 | loss: 0.031143 | val_loss: 0.0311545 | Time: 5291.85 ms [2022-03-31 18:47:37 main:574] : INFO : Epoch 2020 | loss: 0.0311406 | val_loss: 0.0311517 | Time: 5315.54 ms [2022-03-31 18:47:42 main:574] : INFO : Epoch 2021 | loss: 0.0311429 | val_loss: 0.0311501 | Time: 5246.41 ms [2022-03-31 18:47:48 main:574] : INFO : Epoch 2022 | loss: 0.0311429 | val_loss: 0.0311561 | Time: 5271.91 ms [2022-03-31 18:47:54 main:574] : INFO : Epoch 2023 | loss: 0.0311427 | val_loss: 0.0311513 | Time: 5255.9 ms [2022-03-31 18:47:59 main:574] : INFO : Epoch 2024 | loss: 0.0311455 | val_loss: 0.0311536 | Time: 5337.51 ms [2022-03-31 18:48:04 main:574] : INFO : Epoch 2025 | loss: 0.0311479 | val_loss: 0.0311527 | Time: 5290.97 ms [2022-03-31 18:48:10 main:574] : INFO : Epoch 2026 | loss: 0.0311461 | val_loss: 0.0311524 | Time: 5360.85 ms [2022-03-31 18:48:15 main:574] : INFO : Epoch 2027 | loss: 0.0311468 | val_loss: 0.0311544 | Time: 5371.83 ms [2022-03-31 18:48:21 main:574] : INFO : Epoch 2028 | loss: 0.0311457 | val_loss: 0.0311578 | Time: 5301.47 ms [2022-03-31 18:48:27 main:574] : INFO : Epoch 2029 | loss: 0.0311457 | val_loss: 0.0311559 | Time: 5258.97 ms [2022-03-31 18:48:32 main:574] : INFO : Epoch 2030 | loss: 0.0311433 | val_loss: 0.0311519 | Time: 5288.31 ms [2022-03-31 18:48:37 main:574] : INFO : Epoch 2031 | loss: 0.0311439 | val_loss: 0.0311536 | Time: 5250.53 ms [2022-03-31 18:48:43 main:574] : INFO : Epoch 2032 | loss: 0.0311436 | val_loss: 0.0311502 | Time: 5221.49 ms [2022-03-31 18:48:48 main:574] : INFO : Epoch 2033 | loss: 0.0311467 | val_loss: 0.0311598 | Time: 5223.24 ms [2022-03-31 18:48:53 main:574] : INFO : Epoch 2034 | loss: 0.0311509 | val_loss: 0.0311492 | Time: 5278.21 ms [2022-03-31 18:49:00 main:574] : INFO : Epoch 2035 | loss: 0.0311417 | val_loss: 0.0311469 | Time: 5221.4 ms [2022-03-31 18:49:05 main:574] : INFO : Epoch 2036 | loss: 0.0311397 | val_loss: 0.0311465 | Time: 5322.62 ms [2022-03-31 18:49:10 main:574] : INFO : Epoch 2037 | loss: 0.0311386 | val_loss: 0.0311457 | Time: 5190.66 ms [2022-03-31 18:49:16 main:574] : INFO : Epoch 2038 | loss: 0.0311389 | val_loss: 0.0311526 | Time: 5229.47 ms [2022-03-31 18:49:21 main:574] : INFO : Epoch 2039 | loss: 0.0311398 | val_loss: 0.0311442 | Time: 5243.2 ms [2022-03-31 18:49:27 main:574] : INFO : Epoch 2040 | loss: 0.031137 | val_loss: 0.0311438 | Time: 5262.42 ms [2022-03-31 18:49:32 main:574] : INFO : Epoch 2041 | loss: 0.0311352 | val_loss: 0.0311458 | Time: 5281.06 ms [2022-03-31 18:49:37 main:574] : INFO : Epoch 2042 | loss: 0.0311407 | val_loss: 0.0311473 | Time: 5231.65 ms [2022-03-31 18:49:43 main:574] : INFO : Epoch 2043 | loss: 0.0311407 | val_loss: 0.0311491 | Time: 5333.44 ms [2022-03-31 18:49:48 main:574] : INFO : Epoch 2044 | loss: 0.0311391 | val_loss: 0.0311458 | Time: 5270.1 ms [2022-03-31 18:49:53 main:574] : INFO : Epoch 2045 | loss: 0.0311373 | val_loss: 0.0311444 | Time: 5252.52 ms [2022-03-31 18:49:59 main:574] : INFO : Epoch 2046 | loss: 0.0311348 | val_loss: 0.0311453 | Time: 5322.97 ms [2022-03-31 18:50:04 main:574] : INFO : Epoch 2047 | loss: 0.0311345 | val_loss: 0.0311428 | Time: 5319.39 ms [2022-03-31 18:50:10 main:574] : INFO : Epoch 2048 | loss: 0.0311346 | val_loss: 0.0311449 | Time: 5255.13 ms [2022-03-31 18:50:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311449 [2022-03-31 18:50:11 main:603] : INFO : Saving end state to config to file [2022-03-31 18:50:11 main:608] : INFO : Success, exiting.. 18:50:11 (16128): 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)