Task 7578817
| Name | ParityModified-1631729619-25573-2_0 |
| Workunit | 5235829 |
| Created | 25 Sep 2021, 5:49:10 UTC |
| Sent | 27 Sep 2021, 17:18:51 UTC |
| Report deadline | 4 Oct 2021, 17:18:51 UTC |
| Received | 27 Sep 2021, 21:17:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 2 hours 57 min 51 sec |
| CPU time | 2 hours 48 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 14:33:13 main:574] : INFO : Epoch 1542 | loss: 0.0312397 | val_loss: 0.0312394 | Time: 5077.25 ms [2021-09-27 14:33:18 main:574] : INFO : Epoch 1543 | loss: 0.0312391 | val_loss: 0.0312386 | Time: 5029.11 ms [2021-09-27 14:33:23 main:574] : INFO : Epoch 1544 | loss: 0.0312394 | val_loss: 0.0312399 | Time: 5233.41 ms [2021-09-27 14:33:28 main:574] : INFO : Epoch 1545 | loss: 0.0312398 | val_loss: 0.0312407 | Time: 5242.78 ms [2021-09-27 14:33:33 main:574] : INFO : Epoch 1546 | loss: 0.0312405 | val_loss: 0.0312404 | Time: 5153.37 ms [2021-09-27 14:33:38 main:574] : INFO : Epoch 1547 | loss: 0.031241 | val_loss: 0.03124 | Time: 4994.48 ms [2021-09-27 14:33:43 main:574] : INFO : Epoch 1548 | loss: 0.0312403 | val_loss: 0.0312448 | Time: 5048.86 ms [2021-09-27 14:33:49 main:574] : INFO : Epoch 1549 | loss: 0.0312411 | val_loss: 0.0312398 | Time: 5213.74 ms [2021-09-27 14:33:54 main:574] : INFO : Epoch 1550 | loss: 0.0312396 | val_loss: 0.0312393 | Time: 5192.46 ms [2021-09-27 14:33:59 main:574] : INFO : Epoch 1551 | loss: 0.0312387 | val_loss: 0.0312391 | Time: 5182.45 ms [2021-09-27 14:34:04 main:574] : INFO : Epoch 1552 | loss: 0.0312407 | val_loss: 0.031241 | Time: 5049.25 ms [2021-09-27 14:34:09 main:574] : INFO : Epoch 1553 | loss: 0.0312398 | val_loss: 0.0312384 | Time: 5186.34 ms [2021-09-27 14:34:15 main:574] : INFO : Epoch 1554 | loss: 0.0312394 | val_loss: 0.0312391 | Time: 5337.09 ms [2021-09-27 14:34:20 main:574] : INFO : Epoch 1555 | loss: 0.0312407 | val_loss: 0.0312407 | Time: 5275.04 ms [2021-09-27 14:34:25 main:574] : INFO : Epoch 1556 | loss: 0.031242 | val_loss: 0.0312418 | Time: 5334.46 ms [2021-09-27 14:34:30 main:574] : INFO : Epoch 1557 | loss: 0.0312402 | val_loss: 0.0312395 | Time: 5089.37 ms [2021-09-27 14:34:35 main:574] : INFO : Epoch 1558 | loss: 0.0312396 | val_loss: 0.0312403 | Time: 5148.31 ms [2021-09-27 14:34:41 main:574] : INFO : Epoch 1559 | loss: 0.0312394 | val_loss: 0.0312382 | Time: 5168.08 ms [2021-09-27 14:34:46 main:574] : INFO : Epoch 1560 | loss: 0.0312398 | val_loss: 0.0312389 | Time: 5128.96 ms [2021-09-27 14:34:51 main:574] : INFO : Epoch 1561 | loss: 0.0312393 | val_loss: 0.0312413 | Time: 5178.37 ms [2021-09-27 14:34:56 main:574] : INFO : Epoch 1562 | loss: 0.0312407 | val_loss: 0.0312403 | Time: 5445.79 ms [2021-09-27 14:35:01 main:574] : INFO : Epoch 1563 | loss: 0.0312407 | val_loss: 0.0312401 | Time: 5097.62 ms [2021-09-27 14:35:06 main:574] : INFO : Epoch 1564 | loss: 0.0312403 | val_loss: 0.031241 | Time: 5067.64 ms [2021-09-27 14:35:12 main:574] : INFO : Epoch 1565 | loss: 0.0312427 | val_loss: 0.0312417 | Time: 5207.09 ms [2021-09-27 14:35:17 main:574] : INFO : Epoch 1566 | loss: 0.0312404 | val_loss: 0.0312427 | Time: 5149.01 ms [2021-09-27 14:35:22 main:574] : INFO : Epoch 1567 | loss: 0.0312398 | val_loss: 0.0312395 | Time: 5253.16 ms [2021-09-27 14:35:27 main:574] : INFO : Epoch 1568 | loss: 0.0312397 | val_loss: 0.0312396 | Time: 5376.35 ms [2021-09-27 14:35:33 main:574] : INFO : Epoch 1569 | loss: 0.0312406 | val_loss: 0.0312388 | Time: 5085.9 ms [2021-09-27 14:35:38 main:574] : INFO : Epoch 1570 | loss: 0.0312394 | val_loss: 0.0312385 | Time: 5354.9 ms [2021-09-27 14:35:43 main:574] : INFO : Epoch 1571 | loss: 0.0312392 | val_loss: 0.0312392 | Time: 5214.68 ms [2021-09-27 14:35:48 main:574] : INFO : Epoch 1572 | loss: 0.0312393 | val_loss: 0.0312421 | Time: 5225.25 ms [2021-09-27 14:35:54 main:574] : INFO : Epoch 1573 | loss: 0.0312413 | val_loss: 0.0312407 | Time: 5283.45 ms [2021-09-27 14:35:59 main:574] : INFO : Epoch 1574 | loss: 0.0312404 | val_loss: 0.03124 | Time: 5262.34 ms [2021-09-27 14:36:04 main:574] : INFO : Epoch 1575 | loss: 0.0312405 | val_loss: 0.0312398 | Time: 5441.06 ms [2021-09-27 14:36:09 main:574] : INFO : Epoch 1576 | loss: 0.0312396 | val_loss: 0.0312391 | Time: 5053.94 ms [2021-09-27 14:36:15 main:574] : INFO : Epoch 1577 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 5218.06 ms [2021-09-27 14:36:20 main:574] : INFO : Epoch 1578 | loss: 0.0312426 | val_loss: 0.031243 | Time: 5488.33 ms [2021-09-27 14:36:25 main:574] : INFO : Epoch 1579 | loss: 0.03124 | val_loss: 0.0312401 | Time: 5115.11 ms [2021-09-27 14:36:30 main:574] : INFO : Epoch 1580 | loss: 0.0312395 | val_loss: 0.0312389 | Time: 5171.4 ms [2021-09-27 14:36:36 main:574] : INFO : Epoch 1581 | loss: 0.0312396 | val_loss: 0.0312413 | Time: 5164.66 ms [2021-09-27 14:36:41 main:574] : INFO : Epoch 1582 | loss: 0.0312399 | val_loss: 0.0312416 | Time: 5034.89 ms [2021-09-27 14:36:46 main:574] : INFO : Epoch 1583 | loss: 0.0312402 | val_loss: 0.0312402 | Time: 4974.8 ms [2021-09-27 14:36:51 main:574] : INFO : Epoch 1584 | loss: 0.0312392 | val_loss: 0.0312396 | Time: 5093.76 ms [2021-09-27 14:36:56 main:574] : INFO : Epoch 1585 | loss: 0.0312404 | val_loss: 0.0312425 | Time: 5271.14 ms [2021-09-27 14:37:01 main:574] : INFO : Epoch 1586 | loss: 0.0312402 | val_loss: 0.0312387 | Time: 5052.03 ms [2021-09-27 14:37:06 main:574] : INFO : Epoch 1587 | loss: 0.0312405 | val_loss: 0.0312421 | Time: 5198.1 ms [2021-09-27 14:37:11 main:574] : INFO : Epoch 1588 | loss: 0.0312416 | val_loss: 0.0312395 | Time: 5071.83 ms [2021-09-27 14:37:16 main:574] : INFO : Epoch 1589 | loss: 0.0312394 | val_loss: 0.0312413 | Time: 5131.42 ms [2021-09-27 14:37:22 main:574] : INFO : Epoch 1590 | loss: 0.0312412 | val_loss: 0.0312392 | Time: 5356.45 ms [2021-09-27 14:37:27 main:574] : INFO : Epoch 1591 | loss: 0.0312397 | val_loss: 0.0312391 | Time: 5415.04 ms [2021-09-27 14:37:32 main:574] : INFO : Epoch 1592 | loss: 0.0312404 | val_loss: 0.031239 | Time: 5089.11 ms [2021-09-27 14:37:37 main:574] : INFO : Epoch 1593 | loss: 0.0312408 | val_loss: 0.0312447 | Time: 5140.17 ms [2021-09-27 14:37:43 main:574] : INFO : Epoch 1594 | loss: 0.031242 | val_loss: 0.0312401 | Time: 5311.15 ms [2021-09-27 14:37:48 main:574] : INFO : Epoch 1595 | loss: 0.0312401 | val_loss: 0.0312403 | Time: 5296.51 ms [2021-09-27 14:37:53 main:574] : INFO : Epoch 1596 | loss: 0.0312387 | val_loss: 0.0312387 | Time: 5346.46 ms [2021-09-27 14:37:59 main:574] : INFO : Epoch 1597 | loss: 0.0312404 | val_loss: 0.0312408 | Time: 5051.72 ms [2021-09-27 14:38:04 main:574] : INFO : Epoch 1598 | loss: 0.03124 | val_loss: 0.0312392 | Time: 5048.78 ms [2021-09-27 14:38:09 main:574] : INFO : Epoch 1599 | loss: 0.0312395 | val_loss: 0.0312394 | Time: 5305.98 ms [2021-09-27 14:38:14 main:574] : INFO : Epoch 1600 | loss: 0.0312397 | val_loss: 0.0312407 | Time: 5111.12 ms [2021-09-27 14:38:19 main:574] : INFO : Epoch 1601 | loss: 0.0312418 | val_loss: 0.031242 | Time: 5245.82 ms [2021-09-27 14:38:25 main:574] : INFO : Epoch 1602 | loss: 0.0312409 | val_loss: 0.031246 | Time: 5312.31 ms [2021-09-27 14:38:30 main:574] : INFO : Epoch 1603 | loss: 0.0312433 | val_loss: 0.0312393 | Time: 4995.2 ms [2021-09-27 14:38:35 main:574] : INFO : Epoch 1604 | loss: 0.0312403 | val_loss: 0.0312429 | Time: 5190.44 ms [2021-09-27 14:38:40 main:574] : INFO : Epoch 1605 | loss: 0.0312395 | val_loss: 0.0312381 | Time: 5210.36 ms [2021-09-27 14:38:45 main:574] : INFO : Epoch 1606 | loss: 0.0312387 | val_loss: 0.0312383 | Time: 5240.68 ms [2021-09-27 14:38:50 main:574] : INFO : Epoch 1607 | loss: 0.0312391 | val_loss: 0.0312385 | Time: 5149.71 ms [2021-09-27 14:38:55 main:574] : INFO : Epoch 1608 | loss: 0.0312394 | val_loss: 0.0312384 | Time: 4993.94 ms [2021-09-27 14:39:00 main:574] : INFO : Epoch 1609 | loss: 0.0312389 | val_loss: 0.0312385 | Time: 5098.39 ms [2021-09-27 14:39:06 main:574] : INFO : Epoch 1610 | loss: 0.0312428 | val_loss: 0.0312412 | Time: 5287.45 ms [2021-09-27 14:39:11 main:574] : INFO : Epoch 1611 | loss: 0.0312428 | val_loss: 0.0312521 | Time: 5271.66 ms [2021-09-27 14:39:16 main:574] : INFO : Epoch 1612 | loss: 0.031243 | val_loss: 0.0312431 | Time: 5394.13 ms [2021-09-27 14:39:22 main:574] : INFO : Epoch 1613 | loss: 0.0312399 | val_loss: 0.0312386 | Time: 5401.77 ms [2021-09-27 14:39:27 main:574] : INFO : Epoch 1614 | loss: 0.0312391 | val_loss: 0.031239 | Time: 5278.07 ms [2021-09-27 14:39:32 main:574] : INFO : Epoch 1615 | loss: 0.0312395 | val_loss: 0.0312417 | Time: 5222.09 ms [2021-09-27 14:39:38 main:574] : INFO : Epoch 1616 | loss: 0.0312396 | val_loss: 0.0312386 | Time: 5187.68 ms [2021-09-27 14:39:43 main:574] : INFO : Epoch 1617 | loss: 0.0312395 | val_loss: 0.0312406 | Time: 5025.39 ms [2021-09-27 14:39:48 main:574] : INFO : Epoch 1618 | loss: 0.0312404 | val_loss: 0.0312399 | Time: 5225.19 ms [2021-09-27 14:39:53 main:574] : INFO : Epoch 1619 | loss: 0.0312404 | val_loss: 0.0312402 | Time: 5444.71 ms [2021-09-27 14:39:58 main:574] : INFO : Epoch 1620 | loss: 0.0312395 | val_loss: 0.0312398 | Time: 5145.29 ms [2021-09-27 14:40:04 main:574] : INFO : Epoch 1621 | loss: 0.0312391 | val_loss: 0.0312395 | Time: 5490.57 ms [2021-09-27 14:40:09 main:574] : INFO : Epoch 1622 | loss: 0.0312404 | val_loss: 0.0312407 | Time: 5111.48 ms [2021-09-27 14:40:14 main:574] : INFO : Epoch 1623 | loss: 0.0312396 | val_loss: 0.0312403 | Time: 5043.02 ms [2021-09-27 14:40:19 main:574] : INFO : Epoch 1624 | loss: 0.0312396 | val_loss: 0.0312408 | Time: 5320.57 ms [2021-09-27 14:40:25 main:574] : INFO : Epoch 1625 | loss: 0.0312402 | val_loss: 0.0312401 | Time: 5278.54 ms [2021-09-27 14:40:30 main:574] : INFO : Epoch 1626 | loss: 0.0312421 | val_loss: 0.0312396 | Time: 5538.19 ms [2021-09-27 14:40:36 main:574] : INFO : Epoch 1627 | loss: 0.0312398 | val_loss: 0.0312435 | Time: 5438.44 ms [2021-09-27 14:40:41 main:574] : INFO : Epoch 1628 | loss: 0.0312407 | val_loss: 0.03124 | Time: 5196.14 ms [2021-09-27 14:40:46 main:574] : INFO : Epoch 1629 | loss: 0.0312421 | val_loss: 0.0312488 | Time: 5174.68 ms [2021-09-27 14:40:51 main:574] : INFO : Epoch 1630 | loss: 0.0312428 | val_loss: 0.0312401 | Time: 5174.26 ms [2021-09-27 14:40:56 main:574] : INFO : Epoch 1631 | loss: 0.0312391 | val_loss: 0.0312387 | Time: 5170.28 ms [2021-09-27 14:41:02 main:574] : INFO : Epoch 1632 | loss: 0.0312402 | val_loss: 0.0312404 | Time: 5181.11 ms [2021-09-27 14:41:07 main:574] : INFO : Epoch 1633 | loss: 0.0312418 | val_loss: 0.0312393 | Time: 5238.73 ms [2021-09-27 14:41:12 main:574] : INFO : Epoch 1634 | loss: 0.0312406 | val_loss: 0.0312408 | Time: 5198.68 ms [2021-09-27 14:41:17 main:574] : INFO : Epoch 1635 | loss: 0.0312397 | val_loss: 0.0312401 | Time: 5093.63 ms [2021-09-27 14:41:22 main:574] : INFO : Epoch 1636 | loss: 0.0312399 | val_loss: 0.0312438 | Time: 5143.54 ms [2021-09-27 14:41:27 main:574] : INFO : Epoch 1637 | loss: 0.031242 | val_loss: 0.0312405 | Time: 5067.78 ms [2021-09-27 14:41:32 main:574] : INFO : Epoch 1638 | loss: 0.0312401 | val_loss: 0.03124 | Time: 5154.77 ms [2021-09-27 14:41:38 main:574] : INFO : Epoch 1639 | loss: 0.0312397 | val_loss: 0.0312396 | Time: 5270.91 ms [2021-09-27 14:41:43 main:574] : INFO : Epoch 1640 | loss: 0.0312398 | val_loss: 0.0312438 | Time: 5168.7 ms [2021-09-27 14:41:48 main:574] : INFO : Epoch 1641 | loss: 0.0312411 | val_loss: 0.0312419 | Time: 5050.05 ms [2021-09-27 14:41:53 main:574] : INFO : Epoch 1642 | loss: 0.0312395 | val_loss: 0.0312384 | Time: 5150.97 ms [2021-09-27 14:41:58 main:574] : INFO : Epoch 1643 | loss: 0.0312395 | val_loss: 0.0312395 | Time: 4874.98 ms [2021-09-27 14:42:03 main:574] : INFO : Epoch 1644 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 5455.07 ms [2021-09-27 14:42:09 main:574] : INFO : Epoch 1645 | loss: 0.0312407 | val_loss: 0.0312444 | Time: 5334.83 ms [2021-09-27 14:42:14 main:574] : INFO : Epoch 1646 | loss: 0.0312406 | val_loss: 0.0312381 | Time: 5027.89 ms [2021-09-27 14:42:19 main:574] : INFO : Epoch 1647 | loss: 0.0312391 | val_loss: 0.0312382 | Time: 5195.06 ms [2021-09-27 14:42:24 main:574] : INFO : Epoch 1648 | loss: 0.0312387 | val_loss: 0.0312419 | Time: 5096.92 ms [2021-09-27 14:42:29 main:574] : INFO : Epoch 1649 | loss: 0.0312401 | val_loss: 0.0312423 | Time: 4924.85 ms [2021-09-27 14:42:34 main:574] : INFO : Epoch 1650 | loss: 0.0312422 | val_loss: 0.0312403 | Time: 5165.61 ms [2021-09-27 14:42:39 main:574] : INFO : Epoch 1651 | loss: 0.0312389 | val_loss: 0.0312406 | Time: 5199.13 ms [2021-09-27 14:42:44 main:574] : INFO : Epoch 1652 | loss: 0.0312417 | val_loss: 0.0312475 | Time: 5062.67 ms [2021-09-27 14:42:50 main:574] : INFO : Epoch 1653 | loss: 0.0312422 | val_loss: 0.0312407 | Time: 5490.26 ms [2021-09-27 14:42:55 main:574] : INFO : Epoch 1654 | loss: 0.0312396 | val_loss: 0.0312443 | Time: 5199.4 ms [2021-09-27 14:43:00 main:574] : INFO : Epoch 1655 | loss: 0.0312417 | val_loss: 0.0312419 | Time: 5115.62 ms [2021-09-27 14:43:06 main:574] : INFO : Epoch 1656 | loss: 0.0312398 | val_loss: 0.0312423 | Time: 5331.13 ms [2021-09-27 14:43:11 main:574] : INFO : Epoch 1657 | loss: 0.0312401 | val_loss: 0.0312391 | Time: 5090.74 ms [2021-09-27 14:43:16 main:574] : INFO : Epoch 1658 | loss: 0.03124 | val_loss: 0.0312387 | Time: 5440.13 ms [2021-09-27 14:43:21 main:574] : INFO : Epoch 1659 | loss: 0.0312391 | val_loss: 0.0312389 | Time: 5255.87 ms [2021-09-27 14:43:27 main:574] : INFO : Epoch 1660 | loss: 0.031239 | val_loss: 0.0312384 | Time: 5666.61 ms [2021-09-27 14:43:33 main:574] : INFO : Epoch 1661 | loss: 0.0312418 | val_loss: 0.0312451 | Time: 5424.45 ms [2021-09-27 14:43:38 main:574] : INFO : Epoch 1662 | loss: 0.0312397 | val_loss: 0.0312395 | Time: 5374.42 ms [2021-09-27 14:43:44 main:574] : INFO : Epoch 1663 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 5673.17 ms [2021-09-27 14:43:49 main:574] : INFO : Epoch 1664 | loss: 0.0312408 | val_loss: 0.0312385 | Time: 5501.47 ms [2021-09-27 14:43:54 main:574] : INFO : Epoch 1665 | loss: 0.031239 | val_loss: 0.0312391 | Time: 5233.2 ms [2021-09-27 14:43:59 main:574] : INFO : Epoch 1666 | loss: 0.0312397 | val_loss: 0.031241 | Time: 5122.24 ms [2021-09-27 14:44:05 main:574] : INFO : Epoch 1667 | loss: 0.0312401 | val_loss: 0.0312419 | Time: 5119.53 ms [2021-09-27 14:44:10 main:574] : INFO : Epoch 1668 | loss: 0.0312406 | val_loss: 0.0312399 | Time: 5445.78 ms [2021-09-27 14:44:15 main:574] : INFO : Epoch 1669 | loss: 0.0312418 | val_loss: 0.0312398 | Time: 5389.51 ms [2021-09-27 14:44:21 main:574] : INFO : Epoch 1670 | loss: 0.0312414 | val_loss: 0.0312405 | Time: 5142.72 ms [2021-09-27 14:44:26 main:574] : INFO : Epoch 1671 | loss: 0.0312398 | val_loss: 0.031241 | Time: 5014.33 ms [2021-09-27 14:44:31 main:574] : INFO : Epoch 1672 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 5325.53 ms [2021-09-27 14:44:36 main:574] : INFO : Epoch 1673 | loss: 0.0312401 | val_loss: 0.0312392 | Time: 5440.47 ms [2021-09-27 14:44:42 main:574] : INFO : Epoch 1674 | loss: 0.0312386 | val_loss: 0.0312379 | Time: 5178.22 ms [2021-09-27 14:44:47 main:574] : INFO : Epoch 1675 | loss: 0.0312393 | val_loss: 0.0312414 | Time: 5263.81 ms [2021-09-27 14:44:52 main:574] : INFO : Epoch 1676 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 5031.83 ms [2021-09-27 14:44:57 main:574] : INFO : Epoch 1677 | loss: 0.0312395 | val_loss: 0.0312389 | Time: 5019.09 ms [2021-09-27 14:45:02 main:574] : INFO : Epoch 1678 | loss: 0.0312412 | val_loss: 0.0312424 | Time: 5543.64 ms [2021-09-27 14:45:08 main:574] : INFO : Epoch 1679 | loss: 0.0312407 | val_loss: 0.0312393 | Time: 5208.63 ms [2021-09-27 14:45:13 main:574] : INFO : Epoch 1680 | loss: 0.0312422 | val_loss: 0.0312411 | Time: 5158.04 ms [2021-09-27 14:45:18 main:574] : INFO : Epoch 1681 | loss: 0.0312407 | val_loss: 0.0312394 | Time: 5180.68 ms [2021-09-27 14:45:23 main:574] : INFO : Epoch 1682 | loss: 0.0312428 | val_loss: 0.0312409 | Time: 5058.49 ms [2021-09-27 14:45:28 main:574] : INFO : Epoch 1683 | loss: 0.0312426 | val_loss: 0.0312413 | Time: 5149.5 ms [2021-09-27 14:45:34 main:574] : INFO : Epoch 1684 | loss: 0.031239 | val_loss: 0.0312386 | Time: 5326.85 ms [2021-09-27 14:45:39 main:574] : INFO : Epoch 1685 | loss: 0.0312417 | val_loss: 0.0312462 | Time: 5528.73 ms [2021-09-27 14:45:44 main:574] : INFO : Epoch 1686 | loss: 0.0312405 | val_loss: 0.031238 | Time: 5048.85 ms [2021-09-27 14:45:49 main:574] : INFO : Epoch 1687 | loss: 0.0312403 | val_loss: 0.0312389 | Time: 5091.82 ms [2021-09-27 14:45:54 main:574] : INFO : Epoch 1688 | loss: 0.0312422 | val_loss: 0.0312499 | Time: 5173.69 ms [2021-09-27 14:46:00 main:574] : INFO : Epoch 1689 | loss: 0.031244 | val_loss: 0.0312396 | Time: 5242.15 ms [2021-09-27 14:46:05 main:574] : INFO : Epoch 1690 | loss: 0.0312408 | val_loss: 0.031241 | Time: 5275.64 ms [2021-09-27 14:46:10 main:574] : INFO : Epoch 1691 | loss: 0.0312405 | val_loss: 0.0312392 | Time: 5438.17 ms [2021-09-27 14:46:16 main:574] : INFO : Epoch 1692 | loss: 0.0312406 | val_loss: 0.0312425 | Time: 5337.09 ms [2021-09-27 14:46:21 main:574] : INFO : Epoch 1693 | loss: 0.0312398 | val_loss: 0.0312449 | Time: 5251.56 ms [2021-09-27 14:46:26 main:574] : INFO : Epoch 1694 | loss: 0.0312395 | val_loss: 0.0312425 | Time: 5120.2 ms [2021-09-27 14:46:31 main:574] : INFO : Epoch 1695 | loss: 0.0312408 | val_loss: 0.0312394 | Time: 5161.2 ms [2021-09-27 14:46:37 main:574] : INFO : Epoch 1696 | loss: 0.0312393 | val_loss: 0.0312395 | Time: 5387.26 ms [2021-09-27 14:46:42 main:574] : INFO : Epoch 1697 | loss: 0.0312386 | val_loss: 0.0312382 | Time: 4935.01 ms [2021-09-27 14:46:47 main:574] : INFO : Epoch 1698 | loss: 0.0312402 | val_loss: 0.031239 | Time: 5080.02 ms [2021-09-27 14:46:52 main:574] : INFO : Epoch 1699 | loss: 0.0312406 | val_loss: 0.0312388 | Time: 5159.8 ms [2021-09-27 14:46:57 main:574] : INFO : Epoch 1700 | loss: 0.0312396 | val_loss: 0.0312405 | Time: 5145.8 ms [2021-09-27 14:47:02 main:574] : INFO : Epoch 1701 | loss: 0.0312398 | val_loss: 0.0312387 | Time: 5479.3 ms [2021-09-27 14:47:08 main:574] : INFO : Epoch 1702 | loss: 0.0312398 | val_loss: 0.0312386 | Time: 5296.64 ms [2021-09-27 14:47:13 main:574] : INFO : Epoch 1703 | loss: 0.0312442 | val_loss: 0.0312447 | Time: 5280.81 ms [2021-09-27 14:47:18 main:574] : INFO : Epoch 1704 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 5422.32 ms [2021-09-27 14:47:24 main:574] : INFO : Epoch 1705 | loss: 0.0312434 | val_loss: 0.031241 | Time: 5287.08 ms [2021-09-27 14:47:29 main:574] : INFO : Epoch 1706 | loss: 0.0312424 | val_loss: 0.0312417 | Time: 5424.1 ms [2021-09-27 14:47:34 main:574] : INFO : Epoch 1707 | loss: 0.0312414 | val_loss: 0.0312415 | Time: 5245.81 ms [2021-09-27 14:47:40 main:574] : INFO : Epoch 1708 | loss: 0.0312421 | val_loss: 0.03124 | Time: 5310.88 ms [2021-09-27 14:47:45 main:574] : INFO : Epoch 1709 | loss: 0.031241 | val_loss: 0.0312428 | Time: 5284.25 ms [2021-09-27 14:47:50 main:574] : INFO : Epoch 1710 | loss: 0.0312399 | val_loss: 0.0312387 | Time: 5294.09 ms [2021-09-27 14:47:56 main:574] : INFO : Epoch 1711 | loss: 0.0312407 | val_loss: 0.0312419 | Time: 5289.42 ms [2021-09-27 14:48:01 main:574] : INFO : Epoch 1712 | loss: 0.0312403 | val_loss: 0.0312398 | Time: 5347.53 ms [2021-09-27 14:48:07 main:574] : INFO : Epoch 1713 | loss: 0.031239 | val_loss: 0.03124 | Time: 5574.94 ms [2021-09-27 14:48:12 main:574] : INFO : Epoch 1714 | loss: 0.0312383 | val_loss: 0.0312386 | Time: 5249.84 ms [2021-09-27 14:48:17 main:574] : INFO : Epoch 1715 | loss: 0.0312384 | val_loss: 0.0312387 | Time: 4991.07 ms [2021-09-27 14:48:23 main:574] : INFO : Epoch 1716 | loss: 0.031242 | val_loss: 0.0312447 | Time: 5309.28 ms [2021-09-27 14:48:29 main:574] : INFO : Epoch 1717 | loss: 0.0312405 | val_loss: 0.0312389 | Time: 5256.57 ms [2021-09-27 14:48:34 main:574] : INFO : Epoch 1718 | loss: 0.0312406 | val_loss: 0.0312494 | Time: 4962.45 ms [2021-09-27 14:48:40 main:574] : INFO : Epoch 1719 | loss: 0.0312412 | val_loss: 0.0312389 | Time: 5527.14 ms [2021-09-27 14:48:45 main:574] : INFO : Epoch 1720 | loss: 0.0312387 | val_loss: 0.0312396 | Time: 5151.94 ms [2021-09-27 14:48:50 main:574] : INFO : Epoch 1721 | loss: 0.0312392 | val_loss: 0.0312389 | Time: 4860.61 ms [2021-09-27 14:48:55 main:574] : INFO : Epoch 1722 | loss: 0.0312389 | val_loss: 0.0312393 | Time: 5330.57 ms [2021-09-27 14:49:01 main:574] : INFO : Epoch 1723 | loss: 0.0312395 | val_loss: 0.0312397 | Time: 5320.46 ms [2021-09-27 14:49:06 main:574] : INFO : Epoch 1724 | loss: 0.0312391 | val_loss: 0.0312385 | Time: 5350.91 ms [2021-09-27 14:49:11 main:574] : INFO : Epoch 1725 | loss: 0.0312389 | val_loss: 0.0312385 | Time: 5123.87 ms [2021-09-27 14:49:16 main:574] : INFO : Epoch 1726 | loss: 0.0312403 | val_loss: 0.0312486 | Time: 4949.31 ms [2021-09-27 14:49:22 main:574] : INFO : Epoch 1727 | loss: 0.0312426 | val_loss: 0.0312387 | Time: 4970.61 ms [2021-09-27 14:49:27 main:574] : INFO : Epoch 1728 | loss: 0.0312403 | val_loss: 0.0312408 | Time: 5192.43 ms [2021-09-27 14:49:33 main:574] : INFO : Epoch 1729 | loss: 0.0312386 | val_loss: 0.0312397 | Time: 5464.08 ms [2021-09-27 14:49:38 main:574] : INFO : Epoch 1730 | loss: 0.0312387 | val_loss: 0.0312383 | Time: 5302.05 ms [2021-09-27 14:49:44 main:574] : INFO : Epoch 1731 | loss: 0.0312404 | val_loss: 0.0312405 | Time: 5456.83 ms [2021-09-27 14:49:49 main:574] : INFO : Epoch 1732 | loss: 0.0312409 | val_loss: 0.0312399 | Time: 5347.52 ms [2021-09-27 14:49:54 main:574] : INFO : Epoch 1733 | loss: 0.0312406 | val_loss: 0.0312426 | Time: 5316.89 ms [2021-09-27 14:50:00 main:574] : INFO : Epoch 1734 | loss: 0.0312398 | val_loss: 0.0312385 | Time: 5370.9 ms [2021-09-27 14:50:05 main:574] : INFO : Epoch 1735 | loss: 0.0312395 | val_loss: 0.0312421 | Time: 5362.9 ms [2021-09-27 14:50:10 main:574] : INFO : Epoch 1736 | loss: 0.0312402 | val_loss: 0.0312456 | Time: 5264.26 ms [2021-09-27 14:50:15 main:574] : INFO : Epoch 1737 | loss: 0.031243 | val_loss: 0.0312405 | Time: 4974.3 ms [2021-09-27 14:50:20 main:574] : INFO : Epoch 1738 | loss: 0.0312399 | val_loss: 0.0312405 | Time: 5164.66 ms [2021-09-27 14:50:26 main:574] : INFO : Epoch 1739 | loss: 0.0312391 | val_loss: 0.031239 | Time: 5166.34 ms [2021-09-27 14:50:31 main:574] : INFO : Epoch 1740 | loss: 0.0312384 | val_loss: 0.0312378 | Time: 5296.15 ms [2021-09-27 14:50:36 main:574] : INFO : Epoch 1741 | loss: 0.0312386 | val_loss: 0.0312381 | Time: 5000.47 ms [2021-09-27 14:50:41 main:574] : INFO : Epoch 1742 | loss: 0.0312388 | val_loss: 0.0312394 | Time: 5256.91 ms [2021-09-27 14:50:46 main:574] : INFO : Epoch 1743 | loss: 0.0312393 | val_loss: 0.0312387 | Time: 5270.27 ms [2021-09-27 14:50:51 main:574] : INFO : Epoch 1744 | loss: 0.0312414 | val_loss: 0.0312441 | Time: 5027.52 ms [2021-09-27 14:50:57 main:574] : INFO : Epoch 1745 | loss: 0.0312409 | val_loss: 0.0312396 | Time: 5094.19 ms [2021-09-27 14:51:02 main:574] : INFO : Epoch 1746 | loss: 0.0312423 | val_loss: 0.0312406 | Time: 5206.33 ms [2021-09-27 14:51:07 main:574] : INFO : Epoch 1747 | loss: 0.0312441 | val_loss: 0.0312435 | Time: 5129.02 ms [2021-09-27 14:51:12 main:574] : INFO : Epoch 1748 | loss: 0.0312404 | val_loss: 0.0312393 | Time: 5061.29 ms [2021-09-27 14:51:17 main:574] : INFO : Epoch 1749 | loss: 0.0312405 | val_loss: 0.0312412 | Time: 5134.89 ms [2021-09-27 14:51:22 main:574] : INFO : Epoch 1750 | loss: 0.0312407 | val_loss: 0.0312384 | Time: 5082.59 ms [2021-09-27 14:51:27 main:574] : INFO : Epoch 1751 | loss: 0.0312393 | val_loss: 0.0312393 | Time: 5142.44 ms [2021-09-27 14:51:33 main:574] : INFO : Epoch 1752 | loss: 0.0312395 | val_loss: 0.0312393 | Time: 5559.43 ms [2021-09-27 14:51:38 main:574] : INFO : Epoch 1753 | loss: 0.0312399 | val_loss: 0.0312393 | Time: 5075.99 ms [2021-09-27 14:51:43 main:574] : INFO : Epoch 1754 | loss: 0.0312392 | val_loss: 0.0312381 | Time: 5166.37 ms [2021-09-27 14:51:48 main:574] : INFO : Epoch 1755 | loss: 0.0312399 | val_loss: 0.0312399 | Time: 5101.64 ms [2021-09-27 14:51:54 main:574] : INFO : Epoch 1756 | loss: 0.0312397 | val_loss: 0.031244 | Time: 5333.37 ms [2021-09-27 14:51:59 main:574] : INFO : Epoch 1757 | loss: 0.0312402 | val_loss: 0.0312388 | Time: 5156.38 ms [2021-09-27 14:52:04 main:574] : INFO : Epoch 1758 | loss: 0.0312392 | val_loss: 0.0312401 | Time: 5397.63 ms [2021-09-27 14:52:09 main:574] : INFO : Epoch 1759 | loss: 0.0312418 | val_loss: 0.0312411 | Time: 5160.25 ms [2021-09-27 14:52:15 main:574] : INFO : Epoch 1760 | loss: 0.0312402 | val_loss: 0.0312394 | Time: 5240.46 ms [2021-09-27 14:52:20 main:574] : INFO : Epoch 1761 | loss: 0.0312395 | val_loss: 0.0312395 | Time: 5125.15 ms [2021-09-27 14:52:25 main:574] : INFO : Epoch 1762 | loss: 0.0312394 | val_loss: 0.0312393 | Time: 5163.36 ms [2021-09-27 14:52:30 main:574] : INFO : Epoch 1763 | loss: 0.0312398 | val_loss: 0.0312405 | Time: 5541.53 ms [2021-09-27 14:52:35 main:574] : INFO : Epoch 1764 | loss: 0.0312411 | val_loss: 0.0312462 | Time: 5116.3 ms [2021-09-27 14:52:41 main:574] : INFO : Epoch 1765 | loss: 0.0312419 | val_loss: 0.0312394 | Time: 5229.92 ms [2021-09-27 14:52:46 main:574] : INFO : Epoch 1766 | loss: 0.0312403 | val_loss: 0.0312435 | Time: 5373.1 ms [2021-09-27 14:52:51 main:574] : INFO : Epoch 1767 | loss: 0.0312397 | val_loss: 0.0312409 | Time: 5097.15 ms [2021-09-27 14:52:57 main:574] : INFO : Epoch 1768 | loss: 0.0312394 | val_loss: 0.0312393 | Time: 5293.05 ms [2021-09-27 14:53:02 main:574] : INFO : Epoch 1769 | loss: 0.0312402 | val_loss: 0.0312465 | Time: 5429.41 ms [2021-09-27 14:53:07 main:574] : INFO : Epoch 1770 | loss: 0.031242 | val_loss: 0.0312394 | Time: 5202.78 ms [2021-09-27 14:53:12 main:574] : INFO : Epoch 1771 | loss: 0.0312385 | val_loss: 0.0312399 | Time: 5257 ms [2021-09-27 14:53:18 main:574] : INFO : Epoch 1772 | loss: 0.0312395 | val_loss: 0.0312404 | Time: 5402.19 ms [2021-09-27 14:53:23 main:574] : INFO : Epoch 1773 | loss: 0.0312397 | val_loss: 0.031241 | Time: 5136.11 ms [2021-09-27 14:53:28 main:574] : INFO : Epoch 1774 | loss: 0.0312414 | val_loss: 0.03124 | Time: 5067.4 ms [2021-09-27 14:53:33 main:574] : INFO : Epoch 1775 | loss: 0.0312417 | val_loss: 0.0312419 | Time: 5182.54 ms [2021-09-27 14:53:39 main:574] : INFO : Epoch 1776 | loss: 0.0312404 | val_loss: 0.0312395 | Time: 5312.4 ms [2021-09-27 14:53:44 main:574] : INFO : Epoch 1777 | loss: 0.0312398 | val_loss: 0.0312517 | Time: 5117.54 ms [2021-09-27 14:53:49 main:574] : INFO : Epoch 1778 | loss: 0.0312444 | val_loss: 0.0312413 | Time: 5246.51 ms [2021-09-27 14:53:54 main:574] : INFO : Epoch 1779 | loss: 0.03124 | val_loss: 0.0312389 | Time: 4962.48 ms [2021-09-27 14:53:59 main:574] : INFO : Epoch 1780 | loss: 0.0312384 | val_loss: 0.0312387 | Time: 5327.32 ms [2021-09-27 14:54:04 main:574] : INFO : Epoch 1781 | loss: 0.0312391 | val_loss: 0.0312402 | Time: 5051.55 ms [2021-09-27 14:54:10 main:574] : INFO : Epoch 1782 | loss: 0.031241 | val_loss: 0.0312398 | Time: 5319.62 ms [2021-09-27 14:54:15 main:574] : INFO : Epoch 1783 | loss: 0.0312404 | val_loss: 0.0312386 | Time: 5383.55 ms [2021-09-27 14:54:20 main:574] : INFO : Epoch 1784 | loss: 0.0312388 | val_loss: 0.0312425 | Time: 5113.82 ms [2021-09-27 14:54:25 main:574] : INFO : Epoch 1785 | loss: 0.0312398 | val_loss: 0.0312382 | Time: 5227.83 ms [2021-09-27 14:54:30 main:574] : INFO : Epoch 1786 | loss: 0.0312395 | val_loss: 0.0312406 | Time: 5034.16 ms [2021-09-27 14:54:36 main:574] : INFO : Epoch 1787 | loss: 0.031239 | val_loss: 0.0312398 | Time: 5211.68 ms [2021-09-27 14:54:41 main:574] : INFO : Epoch 1788 | loss: 0.0312383 | val_loss: 0.0312391 | Time: 5121.71 ms [2021-09-27 14:54:46 main:574] : INFO : Epoch 1789 | loss: 0.0312387 | val_loss: 0.0312388 | Time: 5032.25 ms [2021-09-27 14:54:51 main:574] : INFO : Epoch 1790 | loss: 0.0312385 | val_loss: 0.0312391 | Time: 5163.53 ms [2021-09-27 14:54:56 main:574] : INFO : Epoch 1791 | loss: 0.0312414 | val_loss: 0.031246 | Time: 5142.69 ms [2021-09-27 14:55:02 main:574] : INFO : Epoch 1792 | loss: 0.0312407 | val_loss: 0.0312385 | Time: 5500.89 ms [2021-09-27 14:55:07 main:574] : INFO : Epoch 1793 | loss: 0.0312384 | val_loss: 0.0312382 | Time: 5047.16 ms [2021-09-27 14:55:12 main:574] : INFO : Epoch 1794 | loss: 0.0312382 | val_loss: 0.0312388 | Time: 5123.36 ms [2021-09-27 14:55:17 main:574] : INFO : Epoch 1795 | loss: 0.0312389 | val_loss: 0.031239 | Time: 5112.3 ms [2021-09-27 14:55:22 main:574] : INFO : Epoch 1796 | loss: 0.0312393 | val_loss: 0.0312396 | Time: 5056.93 ms [2021-09-27 14:55:27 main:574] : INFO : Epoch 1797 | loss: 0.0312409 | val_loss: 0.0312405 | Time: 5401.56 ms [2021-09-27 14:55:32 main:574] : INFO : Epoch 1798 | loss: 0.031239 | val_loss: 0.0312427 | Time: 5177.12 ms [2021-09-27 14:55:38 main:574] : INFO : Epoch 1799 | loss: 0.0312402 | val_loss: 0.0312389 | Time: 5441.36 ms [2021-09-27 14:55:43 main:574] : INFO : Epoch 1800 | loss: 0.0312391 | val_loss: 0.0312436 | Time: 5083.01 ms [2021-09-27 14:55:48 main:574] : INFO : Epoch 1801 | loss: 0.0312403 | val_loss: 0.0312394 | Time: 5064.87 ms [2021-09-27 14:55:53 main:574] : INFO : Epoch 1802 | loss: 0.0312407 | val_loss: 0.0312416 | Time: 5281.88 ms [2021-09-27 14:55:59 main:574] : INFO : Epoch 1803 | loss: 0.0312398 | val_loss: 0.03124 | Time: 5243.72 ms [2021-09-27 14:56:04 main:574] : INFO : Epoch 1804 | loss: 0.0312407 | val_loss: 0.0312408 | Time: 5207.92 ms [2021-09-27 14:56:09 main:574] : INFO : Epoch 1805 | loss: 0.0312404 | val_loss: 0.03124 | Time: 5352.62 ms [2021-09-27 14:56:14 main:574] : INFO : Epoch 1806 | loss: 0.0312409 | val_loss: 0.0312393 | Time: 5171.22 ms [2021-09-27 14:56:20 main:574] : INFO : Epoch 1807 | loss: 0.0312396 | val_loss: 0.03124 | Time: 5342.01 ms [2021-09-27 14:56:25 main:574] : INFO : Epoch 1808 | loss: 0.031239 | val_loss: 0.0312485 | Time: 5155.62 ms [2021-09-27 14:56:30 main:574] : INFO : Epoch 1809 | loss: 0.0312433 | val_loss: 0.0312406 | Time: 5543.07 ms [2021-09-27 14:56:36 main:574] : INFO : Epoch 1810 | loss: 0.0312399 | val_loss: 0.0312387 | Time: 5263.05 ms [2021-09-27 14:56:41 main:574] : INFO : Epoch 1811 | loss: 0.0312403 | val_loss: 0.031241 | Time: 5313.6 ms [2021-09-27 14:56:46 main:574] : INFO : Epoch 1812 | loss: 0.0312389 | val_loss: 0.03124 | Time: 5205.51 ms [2021-09-27 14:56:51 main:574] : INFO : Epoch 1813 | loss: 0.0312417 | val_loss: 0.0312387 | Time: 5167.85 ms [2021-09-27 14:56:57 main:574] : INFO : Epoch 1814 | loss: 0.0312432 | val_loss: 0.0312409 | Time: 5228.62 ms [2021-09-27 14:57:02 main:574] : INFO : Epoch 1815 | loss: 0.0312388 | val_loss: 0.0312394 | Time: 5041.09 ms [2021-09-27 14:57:07 main:574] : INFO : Epoch 1816 | loss: 0.0312401 | val_loss: 0.0312386 | Time: 5440.61 ms [2021-09-27 14:57:12 main:574] : INFO : Epoch 1817 | loss: 0.0312389 | val_loss: 0.0312385 | Time: 5166.21 ms [2021-09-27 14:57:18 main:574] : INFO : Epoch 1818 | loss: 0.0312387 | val_loss: 0.0312397 | Time: 5337.3 ms [2021-09-27 14:57:23 main:574] : INFO : Epoch 1819 | loss: 0.031239 | val_loss: 0.0312484 | Time: 5067.39 ms [2021-09-27 14:57:28 main:574] : INFO : Epoch 1820 | loss: 0.0312419 | val_loss: 0.0312411 | Time: 5303.79 ms [2021-09-27 14:57:33 main:574] : INFO : Epoch 1821 | loss: 0.0312401 | val_loss: 0.0312382 | Time: 5296.22 ms [2021-09-27 14:57:39 main:574] : INFO : Epoch 1822 | loss: 0.0312411 | val_loss: 0.0312404 | Time: 5632.2 ms [2021-09-27 14:57:44 main:574] : INFO : Epoch 1823 | loss: 0.0312416 | val_loss: 0.0312386 | Time: 5295.6 ms [2021-09-27 14:57:49 main:574] : INFO : Epoch 1824 | loss: 0.0312401 | val_loss: 0.0312397 | Time: 5234.12 ms [2021-09-27 14:57:55 main:574] : INFO : Epoch 1825 | loss: 0.0312401 | val_loss: 0.0312394 | Time: 5189.56 ms [2021-09-27 14:58:00 main:574] : INFO : Epoch 1826 | loss: 0.0312416 | val_loss: 0.0312471 | Time: 5027.01 ms [2021-09-27 14:58:05 main:574] : INFO : Epoch 1827 | loss: 0.0312427 | val_loss: 0.0312386 | Time: 5268.43 ms [2021-09-27 14:58:10 main:574] : INFO : Epoch 1828 | loss: 0.0312409 | val_loss: 0.0312397 | Time: 5215.55 ms [2021-09-27 14:58:15 main:574] : INFO : Epoch 1829 | loss: 0.0312401 | val_loss: 0.0312421 | Time: 5195.77 ms [2021-09-27 14:58:21 main:574] : INFO : Epoch 1830 | loss: 0.0312395 | val_loss: 0.031238 | Time: 5169.07 ms [2021-09-27 14:58:26 main:574] : INFO : Epoch 1831 | loss: 0.0312386 | val_loss: 0.0312393 | Time: 5227.94 ms [2021-09-27 14:58:31 main:574] : INFO : Epoch 1832 | loss: 0.0312391 | val_loss: 0.0312391 | Time: 5307.36 ms [2021-09-27 14:58:36 main:574] : INFO : Epoch 1833 | loss: 0.0312391 | val_loss: 0.0312414 | Time: 5251.42 ms [2021-09-27 14:58:41 main:574] : INFO : Epoch 1834 | loss: 0.0312396 | val_loss: 0.0312401 | Time: 5091.42 ms [2021-09-27 14:58:47 main:574] : INFO : Epoch 1835 | loss: 0.0312389 | val_loss: 0.0312386 | Time: 5383.12 ms [2021-09-27 14:58:52 main:574] : INFO : Epoch 1836 | loss: 0.0312399 | val_loss: 0.031244 | Time: 5175.83 ms [2021-09-27 14:58:57 main:574] : INFO : Epoch 1837 | loss: 0.0312397 | val_loss: 0.0312386 | Time: 5352.21 ms [2021-09-27 14:59:02 main:574] : INFO : Epoch 1838 | loss: 0.0312391 | val_loss: 0.031239 | Time: 5081.37 ms [2021-09-27 14:59:08 main:574] : INFO : Epoch 1839 | loss: 0.0312389 | val_loss: 0.0312384 | Time: 5163.81 ms [2021-09-27 14:59:13 main:574] : INFO : Epoch 1840 | loss: 0.0312427 | val_loss: 0.0312441 | Time: 5245.58 ms [2021-09-27 14:59:18 main:574] : INFO : Epoch 1841 | loss: 0.031243 | val_loss: 0.031244 | Time: 5128.22 ms [2021-09-27 14:59:23 main:574] : INFO : Epoch 1842 | loss: 0.0312425 | val_loss: 0.0312406 | Time: 5247.33 ms [2021-09-27 14:59:28 main:574] : INFO : Epoch 1843 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 5161.56 ms [2021-09-27 14:59:34 main:574] : INFO : Epoch 1844 | loss: 0.0312395 | val_loss: 0.0312382 | Time: 5102.46 ms [2021-09-27 14:59:39 main:574] : INFO : Epoch 1845 | loss: 0.0312394 | val_loss: 0.0312395 | Time: 5179.67 ms [2021-09-27 14:59:44 main:574] : INFO : Epoch 1846 | loss: 0.0312391 | val_loss: 0.0312386 | Time: 5047.53 ms [2021-09-27 14:59:49 main:574] : INFO : Epoch 1847 | loss: 0.0312406 | val_loss: 0.0312406 | Time: 5096.86 ms [2021-09-27 14:59:54 main:574] : INFO : Epoch 1848 | loss: 0.0312395 | val_loss: 0.0312382 | Time: 5059.26 ms [2021-09-27 14:59:59 main:574] : INFO : Epoch 1849 | loss: 0.0312394 | val_loss: 0.031242 | Time: 5189 ms [2021-09-27 15:00:04 main:574] : INFO : Epoch 1850 | loss: 0.0312412 | val_loss: 0.0312403 | Time: 5262.44 ms [2021-09-27 15:00:10 main:574] : INFO : Epoch 1851 | loss: 0.0312391 | val_loss: 0.0312385 | Time: 5309.87 ms [2021-09-27 15:00:15 main:574] : INFO : Epoch 1852 | loss: 0.0312391 | val_loss: 0.0312403 | Time: 5219.14 ms [2021-09-27 15:00:20 main:574] : INFO : Epoch 1853 | loss: 0.0312393 | val_loss: 0.0312406 | Time: 5396.57 ms [2021-09-27 15:00:25 main:574] : INFO : Epoch 1854 | loss: 0.0312396 | val_loss: 0.0312396 | Time: 5091.3 ms [2021-09-27 15:00:30 main:574] : INFO : Epoch 1855 | loss: 0.031239 | val_loss: 0.0312401 | Time: 5009.57 ms [2021-09-27 15:00:36 main:574] : INFO : Epoch 1856 | loss: 0.0312408 | val_loss: 0.0312428 | Time: 5222.24 ms [2021-09-27 15:00:41 main:574] : INFO : Epoch 1857 | loss: 0.0312399 | val_loss: 0.0312383 | Time: 5181.56 ms [2021-09-27 15:00:46 main:574] : INFO : Epoch 1858 | loss: 0.0312384 | val_loss: 0.0312389 | Time: 5249.13 ms [2021-09-27 15:00:51 main:574] : INFO : Epoch 1859 | loss: 0.0312391 | val_loss: 0.03124 | Time: 5304.53 ms [2021-09-27 15:00:56 main:574] : INFO : Epoch 1860 | loss: 0.0312388 | val_loss: 0.0312386 | Time: 5046.5 ms [2021-09-27 15:01:02 main:574] : INFO : Epoch 1861 | loss: 0.031239 | val_loss: 0.0312387 | Time: 5352.87 ms [2021-09-27 15:01:07 main:574] : INFO : Epoch 1862 | loss: 0.0312395 | val_loss: 0.0312388 | Time: 5303.2 ms [2021-09-27 15:01:13 main:574] : INFO : Epoch 1863 | loss: 0.0312384 | val_loss: 0.03124 | Time: 5429.03 ms [2021-09-27 15:01:18 main:574] : INFO : Epoch 1864 | loss: 0.0312395 | val_loss: 0.0312456 | Time: 5497.45 ms [2021-09-27 15:01:23 main:574] : INFO : Epoch 1865 | loss: 0.031242 | val_loss: 0.0312391 | Time: 5120.85 ms [2021-09-27 15:01:29 main:574] : INFO : Epoch 1866 | loss: 0.0312408 | val_loss: 0.0312395 | Time: 5375.52 ms [2021-09-27 15:01:34 main:574] : INFO : Epoch 1867 | loss: 0.0312399 | val_loss: 0.0312463 | Time: 5068.85 ms [2021-09-27 15:01:39 main:574] : INFO : Epoch 1868 | loss: 0.03124 | val_loss: 0.0312394 | Time: 5234.94 ms [2021-09-27 15:01:44 main:574] : INFO : Epoch 1869 | loss: 0.0312397 | val_loss: 0.031245 | Time: 5065.81 ms [2021-09-27 15:01:49 main:574] : INFO : Epoch 1870 | loss: 0.0312397 | val_loss: 0.0312393 | Time: 5394.79 ms [2021-09-27 15:01:55 main:574] : INFO : Epoch 1871 | loss: 0.0312385 | val_loss: 0.0312388 | Time: 5375.74 ms [2021-09-27 15:02:00 main:574] : INFO : Epoch 1872 | loss: 0.0312397 | val_loss: 0.0312384 | Time: 5203.56 ms [2021-09-27 15:02:05 main:574] : INFO : Epoch 1873 | loss: 0.0312389 | val_loss: 0.0312385 | Time: 5382.63 ms [2021-09-27 15:02:11 main:574] : INFO : Epoch 1874 | loss: 0.0312392 | val_loss: 0.0312405 | Time: 5265.86 ms [2021-09-27 15:02:16 main:574] : INFO : Epoch 1875 | loss: 0.031239 | val_loss: 0.0312391 | Time: 5148.15 ms [2021-09-27 15:02:21 main:574] : INFO : Epoch 1876 | loss: 0.0312388 | val_loss: 0.0312396 | Time: 5272.03 ms [2021-09-27 15:02:26 main:574] : INFO : Epoch 1877 | loss: 0.0312403 | val_loss: 0.031239 | Time: 5334.02 ms [2021-09-27 15:02:31 main:574] : INFO : Epoch 1878 | loss: 0.03124 | val_loss: 0.03124 | Time: 5043.65 ms [2021-09-27 15:02:37 main:574] : INFO : Epoch 1879 | loss: 0.0312396 | val_loss: 0.0312399 | Time: 5175.43 ms [2021-09-27 15:02:42 main:574] : INFO : Epoch 1880 | loss: 0.0312388 | val_loss: 0.0312385 | Time: 5285.06 ms [2021-09-27 15:02:47 main:574] : INFO : Epoch 1881 | loss: 0.0312384 | val_loss: 0.0312387 | Time: 5133.59 ms [2021-09-27 15:02:52 main:574] : INFO : Epoch 1882 | loss: 0.031239 | val_loss: 0.0312424 | Time: 5449.49 ms [2021-09-27 15:02:58 main:574] : INFO : Epoch 1883 | loss: 0.0312403 | val_loss: 0.0312398 | Time: 5144.15 ms [2021-09-27 15:03:03 main:574] : INFO : Epoch 1884 | loss: 0.0312395 | val_loss: 0.0312408 | Time: 5157.47 ms [2021-09-27 15:03:08 main:574] : INFO : Epoch 1885 | loss: 0.0312396 | val_loss: 0.0312391 | Time: 5342.11 ms [2021-09-27 15:03:13 main:574] : INFO : Epoch 1886 | loss: 0.0312394 | val_loss: 0.0312461 | Time: 5144.86 ms [2021-09-27 15:03:19 main:574] : INFO : Epoch 1887 | loss: 0.0312448 | val_loss: 0.0312425 | Time: 5392.61 ms [2021-09-27 15:03:24 main:574] : INFO : Epoch 1888 | loss: 0.0312419 | val_loss: 0.0312415 | Time: 5105.65 ms [2021-09-27 15:03:29 main:574] : INFO : Epoch 1889 | loss: 0.03124 | val_loss: 0.0312392 | Time: 5237.25 ms [2021-09-27 15:03:34 main:574] : INFO : Epoch 1890 | loss: 0.0312387 | val_loss: 0.031238 | Time: 5309.84 ms [2021-09-27 15:03:40 main:574] : INFO : Epoch 1891 | loss: 0.0312393 | val_loss: 0.0312417 | Time: 5271.63 ms [2021-09-27 15:03:45 main:574] : INFO : Epoch 1892 | loss: 0.0312398 | val_loss: 0.0312386 | Time: 5126.76 ms [2021-09-27 15:03:50 main:574] : INFO : Epoch 1893 | loss: 0.0312389 | val_loss: 0.0312385 | Time: 5152.61 ms [2021-09-27 15:03:55 main:574] : INFO : Epoch 1894 | loss: 0.0312383 | val_loss: 0.031239 | Time: 5160.03 ms [2021-09-27 15:04:00 main:574] : INFO : Epoch 1895 | loss: 0.0312401 | val_loss: 0.0312397 | Time: 5059.84 ms [2021-09-27 15:04:05 main:574] : INFO : Epoch 1896 | loss: 0.0312439 | val_loss: 0.0312437 | Time: 5094.98 ms [2021-09-27 15:04:10 main:574] : INFO : Epoch 1897 | loss: 0.0312428 | val_loss: 0.0312448 | Time: 5011.92 ms [2021-09-27 15:04:15 main:574] : INFO : Epoch 1898 | loss: 0.0312431 | val_loss: 0.0312419 | Time: 5200.49 ms [2021-09-27 15:04:21 main:574] : INFO : Epoch 1899 | loss: 0.0312403 | val_loss: 0.03124 | Time: 5274.24 ms [2021-09-27 15:04:26 main:574] : INFO : Epoch 1900 | loss: 0.0312388 | val_loss: 0.0312429 | Time: 5052.37 ms [2021-09-27 15:04:31 main:574] : INFO : Epoch 1901 | loss: 0.0312397 | val_loss: 0.0312388 | Time: 5313.13 ms [2021-09-27 15:04:36 main:574] : INFO : Epoch 1902 | loss: 0.0312387 | val_loss: 0.0312387 | Time: 5092.89 ms [2021-09-27 15:04:41 main:574] : INFO : Epoch 1903 | loss: 0.0312397 | val_loss: 0.0312417 | Time: 5134.07 ms [2021-09-27 15:04:46 main:574] : INFO : Epoch 1904 | loss: 0.031241 | val_loss: 0.0312429 | Time: 5026.88 ms [2021-09-27 15:04:52 main:574] : INFO : Epoch 1905 | loss: 0.0312401 | val_loss: 0.0312387 | Time: 5188.16 ms [2021-09-27 15:04:57 main:574] : INFO : Epoch 1906 | loss: 0.0312386 | val_loss: 0.0312387 | Time: 5163.27 ms [2021-09-27 15:05:02 main:574] : INFO : Epoch 1907 | loss: 0.0312408 | val_loss: 0.0312403 | Time: 5399.51 ms [2021-09-27 15:05:07 main:574] : INFO : Epoch 1908 | loss: 0.0312396 | val_loss: 0.0312391 | Time: 5045.91 ms [2021-09-27 15:05:12 main:574] : INFO : Epoch 1909 | loss: 0.0312403 | val_loss: 0.0312392 | Time: 5124.05 ms [2021-09-27 15:05:18 main:574] : INFO : Epoch 1910 | loss: 0.0312413 | val_loss: 0.0312402 | Time: 5351.01 ms [2021-09-27 15:05:23 main:574] : INFO : Epoch 1911 | loss: 0.031243 | val_loss: 0.0312438 | Time: 5162.12 ms [2021-09-27 15:05:28 main:574] : INFO : Epoch 1912 | loss: 0.0312556 | val_loss: 0.0312643 | Time: 5283.77 ms [2021-09-27 15:05:33 main:574] : INFO : Epoch 1913 | loss: 0.031254 | val_loss: 0.0312483 | Time: 5226.93 ms [2021-09-27 15:05:39 main:574] : INFO : Epoch 1914 | loss: 0.0312512 | val_loss: 0.0312414 | Time: 5291.43 ms [2021-09-27 15:05:44 main:574] : INFO : Epoch 1915 | loss: 0.0312408 | val_loss: 0.0312437 | Time: 5297.88 ms [2021-09-27 15:05:49 main:574] : INFO : Epoch 1916 | loss: 0.0312408 | val_loss: 0.0312386 | Time: 5190.38 ms [2021-09-27 15:05:54 main:574] : INFO : Epoch 1917 | loss: 0.0312404 | val_loss: 0.0312384 | Time: 5022.42 ms [2021-09-27 15:05:59 main:574] : INFO : Epoch 1918 | loss: 0.0312392 | val_loss: 0.0312387 | Time: 4939.41 ms [2021-09-27 15:06:04 main:574] : INFO : Epoch 1919 | loss: 0.0312402 | val_loss: 0.03124 | Time: 5216.58 ms [2021-09-27 15:06:09 main:574] : INFO : Epoch 1920 | loss: 0.031241 | val_loss: 0.0312391 | Time: 5138.24 ms [2021-09-27 15:06:15 main:574] : INFO : Epoch 1921 | loss: 0.0312398 | val_loss: 0.0312403 | Time: 5286.17 ms [2021-09-27 15:06:20 main:574] : INFO : Epoch 1922 | loss: 0.0312406 | val_loss: 0.0312448 | Time: 5247.49 ms [2021-09-27 15:06:25 main:574] : INFO : Epoch 1923 | loss: 0.0312437 | val_loss: 0.0312427 | Time: 5215.4 ms [2021-09-27 15:06:30 main:574] : INFO : Epoch 1924 | loss: 0.0312404 | val_loss: 0.03124 | Time: 4926.39 ms [2021-09-27 15:06:35 main:574] : INFO : Epoch 1925 | loss: 0.0312387 | val_loss: 0.0312393 | Time: 5334.65 ms [2021-09-27 15:06:41 main:574] : INFO : Epoch 1926 | loss: 0.0312401 | val_loss: 0.0312392 | Time: 5236.94 ms [2021-09-27 15:06:46 main:574] : INFO : Epoch 1927 | loss: 0.0312398 | val_loss: 0.0312383 | Time: 5066.71 ms [2021-09-27 15:06:51 main:574] : INFO : Epoch 1928 | loss: 0.0312388 | val_loss: 0.0312407 | Time: 5186.9 ms [2021-09-27 15:06:56 main:574] : INFO : Epoch 1929 | loss: 0.03124 | val_loss: 0.0312391 | Time: 5150.65 ms [2021-09-27 15:07:01 main:574] : INFO : Epoch 1930 | loss: 0.0312388 | val_loss: 0.0312379 | Time: 5206.61 ms [2021-09-27 15:07:07 main:574] : INFO : Epoch 1931 | loss: 0.0312386 | val_loss: 0.0312421 | Time: 5327.68 ms [2021-09-27 15:07:12 main:574] : INFO : Epoch 1932 | loss: 0.031241 | val_loss: 0.0312412 | Time: 5091.98 ms [2021-09-27 15:07:17 main:574] : INFO : Epoch 1933 | loss: 0.0312427 | val_loss: 0.03124 | Time: 5248.76 ms [2021-09-27 15:07:22 main:574] : INFO : Epoch 1934 | loss: 0.0312414 | val_loss: 0.0312392 | Time: 4952.56 ms [2021-09-27 15:07:27 main:574] : INFO : Epoch 1935 | loss: 0.0312397 | val_loss: 0.0312386 | Time: 5100.88 ms [2021-09-27 15:07:32 main:574] : INFO : Epoch 1936 | loss: 0.0312387 | val_loss: 0.0312408 | Time: 5252.05 ms [2021-09-27 15:07:38 main:574] : INFO : Epoch 1937 | loss: 0.0312396 | val_loss: 0.0312383 | Time: 5237.36 ms [2021-09-27 15:07:43 main:574] : INFO : Epoch 1938 | loss: 0.0312388 | val_loss: 0.0312389 | Time: 4993.38 ms [2021-09-27 15:07:48 main:574] : INFO : Epoch 1939 | loss: 0.0312389 | val_loss: 0.03124 | Time: 4941.68 ms [2021-09-27 15:07:53 main:574] : INFO : Epoch 1940 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 5215.9 ms [2021-09-27 15:07:58 main:574] : INFO : Epoch 1941 | loss: 0.0312401 | val_loss: 0.0312397 | Time: 5243.69 ms [2021-09-27 15:08:03 main:574] : INFO : Epoch 1942 | loss: 0.031241 | val_loss: 0.0312397 | Time: 5227.61 ms [2021-09-27 15:08:08 main:574] : INFO : Epoch 1943 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 5060.05 ms [2021-09-27 15:08:13 main:574] : INFO : Epoch 1944 | loss: 0.0312384 | val_loss: 0.03124 | Time: 5071.02 ms [2021-09-27 15:08:18 main:574] : INFO : Epoch 1945 | loss: 0.0312393 | val_loss: 0.0312384 | Time: 5016.72 ms [2021-09-27 15:08:24 main:574] : INFO : Epoch 1946 | loss: 0.0312389 | val_loss: 0.0312385 | Time: 5380.32 ms [2021-09-27 15:08:29 main:574] : INFO : Epoch 1947 | loss: 0.0312394 | val_loss: 0.03124 | Time: 5297.71 ms [2021-09-27 15:08:34 main:574] : INFO : Epoch 1948 | loss: 0.0312394 | val_loss: 0.0312386 | Time: 5176.67 ms [2021-09-27 15:08:39 main:574] : INFO : Epoch 1949 | loss: 0.0312393 | val_loss: 0.0312389 | Time: 4986.15 ms [2021-09-27 15:08:45 main:574] : INFO : Epoch 1950 | loss: 0.0312387 | val_loss: 0.0312389 | Time: 5284.07 ms [2021-09-27 15:08:50 main:574] : INFO : Epoch 1951 | loss: 0.0312387 | val_loss: 0.0312396 | Time: 5533.1 ms [2021-09-27 15:08:55 main:574] : INFO : Epoch 1952 | loss: 0.0312399 | val_loss: 0.0312402 | Time: 5203.89 ms [2021-09-27 15:09:01 main:574] : INFO : Epoch 1953 | loss: 0.0312414 | val_loss: 0.0312392 | Time: 5339.49 ms [2021-09-27 15:09:06 main:574] : INFO : Epoch 1954 | loss: 0.031239 | val_loss: 0.031239 | Time: 5040.8 ms [2021-09-27 15:09:11 main:574] : INFO : Epoch 1955 | loss: 0.0312387 | val_loss: 0.0312385 | Time: 5104.88 ms [2021-09-27 15:09:16 main:574] : INFO : Epoch 1956 | loss: 0.0312393 | val_loss: 0.0312416 | Time: 5641.73 ms [2021-09-27 15:09:22 main:574] : INFO : Epoch 1957 | loss: 0.0312394 | val_loss: 0.0312385 | Time: 5293.99 ms [2021-09-27 15:09:27 main:574] : INFO : Epoch 1958 | loss: 0.031239 | val_loss: 0.0312388 | Time: 5091.53 ms [2021-09-27 15:09:32 main:574] : INFO : Epoch 1959 | loss: 0.0312414 | val_loss: 0.0312419 | Time: 4987.89 ms [2021-09-27 15:09:37 main:574] : INFO : Epoch 1960 | loss: 0.0312394 | val_loss: 0.0312387 | Time: 5272.25 ms [2021-09-27 15:09:42 main:574] : INFO : Epoch 1961 | loss: 0.03124 | val_loss: 0.0312393 | Time: 5289.03 ms [2021-09-27 15:09:48 main:574] : INFO : Epoch 1962 | loss: 0.0312391 | val_loss: 0.0312409 | Time: 5630.03 ms [2021-09-27 15:09:53 main:574] : INFO : Epoch 1963 | loss: 0.0312386 | val_loss: 0.0312381 | Time: 5217.89 ms [2021-09-27 15:09:58 main:574] : INFO : Epoch 1964 | loss: 0.0312386 | val_loss: 0.0312387 | Time: 5118.72 ms [2021-09-27 15:10:04 main:574] : INFO : Epoch 1965 | loss: 0.0312385 | val_loss: 0.031238 | Time: 5214.42 ms [2021-09-27 15:10:09 main:574] : INFO : Epoch 1966 | loss: 0.0312394 | val_loss: 0.0312398 | Time: 5234.31 ms [2021-09-27 15:10:14 main:574] : INFO : Epoch 1967 | loss: 0.0312385 | val_loss: 0.0312402 | Time: 5291.43 ms [2021-09-27 15:10:19 main:574] : INFO : Epoch 1968 | loss: 0.031239 | val_loss: 0.031239 | Time: 5358.54 ms [2021-09-27 15:10:25 main:574] : INFO : Epoch 1969 | loss: 0.0312391 | val_loss: 0.0312424 | Time: 5162.31 ms [2021-09-27 15:10:30 main:574] : INFO : Epoch 1970 | loss: 0.0312425 | val_loss: 0.0312493 | Time: 5245.05 ms [2021-09-27 15:10:35 main:574] : INFO : Epoch 1971 | loss: 0.0312408 | val_loss: 0.031239 | Time: 5203.64 ms [2021-09-27 15:10:41 main:574] : INFO : Epoch 1972 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 5617.84 ms [2021-09-27 15:10:46 main:574] : INFO : Epoch 1973 | loss: 0.0312386 | val_loss: 0.0312389 | Time: 5305.65 ms [2021-09-27 15:10:51 main:574] : INFO : Epoch 1974 | loss: 0.0312408 | val_loss: 0.0312386 | Time: 5133.02 ms [2021-09-27 15:10:56 main:574] : INFO : Epoch 1975 | loss: 0.0312401 | val_loss: 0.0312395 | Time: 5068.57 ms [2021-09-27 15:11:01 main:574] : INFO : Epoch 1976 | loss: 0.0312396 | val_loss: 0.0312409 | Time: 5229.12 ms [2021-09-27 15:11:07 main:574] : INFO : Epoch 1977 | loss: 0.0312428 | val_loss: 0.031241 | Time: 5192.96 ms [2021-09-27 15:11:12 main:574] : INFO : Epoch 1978 | loss: 0.0312407 | val_loss: 0.0312401 | Time: 5361.35 ms [2021-09-27 15:11:17 main:574] : INFO : Epoch 1979 | loss: 0.0312394 | val_loss: 0.0312392 | Time: 5066.98 ms [2021-09-27 15:11:22 main:574] : INFO : Epoch 1980 | loss: 0.0312387 | val_loss: 0.0312397 | Time: 5220.25 ms [2021-09-27 15:11:28 main:574] : INFO : Epoch 1981 | loss: 0.0312388 | val_loss: 0.0312395 | Time: 5309.17 ms [2021-09-27 15:11:33 main:574] : INFO : Epoch 1982 | loss: 0.0312384 | val_loss: 0.0312393 | Time: 5364.07 ms [2021-09-27 15:11:38 main:574] : INFO : Epoch 1983 | loss: 0.0312396 | val_loss: 0.0312392 | Time: 5113.31 ms [2021-09-27 15:11:43 main:574] : INFO : Epoch 1984 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 5341.68 ms [2021-09-27 15:11:49 main:574] : INFO : Epoch 1985 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 5205.28 ms [2021-09-27 15:11:54 main:574] : INFO : Epoch 1986 | loss: 0.0312387 | val_loss: 0.0312394 | Time: 5248.67 ms [2021-09-27 15:11:59 main:574] : INFO : Epoch 1987 | loss: 0.0312386 | val_loss: 0.0312382 | Time: 5071.13 ms [2021-09-27 15:12:04 main:574] : INFO : Epoch 1988 | loss: 0.0312411 | val_loss: 0.03124 | Time: 5182.12 ms [2021-09-27 15:12:09 main:574] : INFO : Epoch 1989 | loss: 0.0312393 | val_loss: 0.0312418 | Time: 5117.16 ms [2021-09-27 15:12:14 main:574] : INFO : Epoch 1990 | loss: 0.0312412 | val_loss: 0.0312393 | Time: 5132 ms [2021-09-27 15:12:20 main:574] : INFO : Epoch 1991 | loss: 0.0312407 | val_loss: 0.031239 | Time: 5287.22 ms [2021-09-27 15:12:25 main:574] : INFO : Epoch 1992 | loss: 0.0312386 | val_loss: 0.0312401 | Time: 5183.07 ms [2021-09-27 15:12:30 main:574] : INFO : Epoch 1993 | loss: 0.0312395 | val_loss: 0.0312381 | Time: 4971.57 ms [2021-09-27 15:12:35 main:574] : INFO : Epoch 1994 | loss: 0.0312388 | val_loss: 0.0312394 | Time: 5202.49 ms [2021-09-27 15:12:40 main:574] : INFO : Epoch 1995 | loss: 0.0312393 | val_loss: 0.0312386 | Time: 5084.31 ms [2021-09-27 15:12:45 main:574] : INFO : Epoch 1996 | loss: 0.0312385 | val_loss: 0.0312408 | Time: 5245.13 ms [2021-09-27 15:12:51 main:574] : INFO : Epoch 1997 | loss: 0.0312439 | val_loss: 0.031243 | Time: 5202.66 ms [2021-09-27 15:12:56 main:574] : INFO : Epoch 1998 | loss: 0.0312417 | val_loss: 0.0312416 | Time: 5049.02 ms [2021-09-27 15:13:01 main:574] : INFO : Epoch 1999 | loss: 0.0312396 | val_loss: 0.0312383 | Time: 5181.55 ms [2021-09-27 15:13:06 main:574] : INFO : Epoch 2000 | loss: 0.0312388 | val_loss: 0.0312388 | Time: 5463.96 ms [2021-09-27 15:13:12 main:574] : INFO : Epoch 2001 | loss: 0.0312395 | val_loss: 0.0312384 | Time: 5535.41 ms [2021-09-27 15:13:17 main:574] : INFO : Epoch 2002 | loss: 0.031239 | val_loss: 0.0312383 | Time: 5091.73 ms [2021-09-27 15:13:22 main:574] : INFO : Epoch 2003 | loss: 0.0312385 | val_loss: 0.0312387 | Time: 5010.83 ms [2021-09-27 15:13:27 main:574] : INFO : Epoch 2004 | loss: 0.0312389 | val_loss: 0.0312389 | Time: 5141.9 ms [2021-09-27 15:13:32 main:574] : INFO : Epoch 2005 | loss: 0.0312392 | val_loss: 0.0312394 | Time: 5060.36 ms [2021-09-27 15:13:38 main:574] : INFO : Epoch 2006 | loss: 0.0312389 | val_loss: 0.0312388 | Time: 5613.78 ms [2021-09-27 15:13:43 main:574] : INFO : Epoch 2007 | loss: 0.0312389 | val_loss: 0.0312389 | Time: 5107.42 ms [2021-09-27 15:13:48 main:574] : INFO : Epoch 2008 | loss: 0.0312387 | val_loss: 0.0312382 | Time: 5446.39 ms [2021-09-27 15:13:54 main:574] : INFO : Epoch 2009 | loss: 0.0312386 | val_loss: 0.0312427 | Time: 5119.72 ms [2021-09-27 15:13:59 main:574] : INFO : Epoch 2010 | loss: 0.0312394 | val_loss: 0.0312409 | Time: 5381.16 ms [2021-09-27 15:14:04 main:574] : INFO : Epoch 2011 | loss: 0.0312401 | val_loss: 0.0312416 | Time: 5342.13 ms [2021-09-27 15:14:09 main:574] : INFO : Epoch 2012 | loss: 0.0312393 | val_loss: 0.0312385 | Time: 5226.75 ms [2021-09-27 15:14:15 main:574] : INFO : Epoch 2013 | loss: 0.031239 | val_loss: 0.031238 | Time: 5357.99 ms [2021-09-27 15:14:20 main:574] : INFO : Epoch 2014 | loss: 0.0312387 | val_loss: 0.031238 | Time: 5004.86 ms [2021-09-27 15:14:25 main:574] : INFO : Epoch 2015 | loss: 0.0312387 | val_loss: 0.0312398 | Time: 5187.81 ms [2021-09-27 15:14:30 main:574] : INFO : Epoch 2016 | loss: 0.03124 | val_loss: 0.0312411 | Time: 5196.9 ms [2021-09-27 15:14:35 main:574] : INFO : Epoch 2017 | loss: 0.03124 | val_loss: 0.0312384 | Time: 5144.24 ms [2021-09-27 15:14:41 main:574] : INFO : Epoch 2018 | loss: 0.0312385 | val_loss: 0.0312381 | Time: 5168.63 ms [2021-09-27 15:14:46 main:574] : INFO : Epoch 2019 | loss: 0.0312386 | val_loss: 0.0312409 | Time: 5242.24 ms [2021-09-27 15:14:51 main:574] : INFO : Epoch 2020 | loss: 0.0312392 | val_loss: 0.0312404 | Time: 5289.79 ms [2021-09-27 15:14:56 main:574] : INFO : Epoch 2021 | loss: 0.0312406 | val_loss: 0.0312386 | Time: 5253.41 ms [2021-09-27 15:15:02 main:574] : INFO : Epoch 2022 | loss: 0.0312396 | val_loss: 0.0312391 | Time: 5229.63 ms [2021-09-27 15:15:07 main:574] : INFO : Epoch 2023 | loss: 0.0312389 | val_loss: 0.031239 | Time: 5306.12 ms [2021-09-27 15:15:12 main:574] : INFO : Epoch 2024 | loss: 0.0312394 | val_loss: 0.0312415 | Time: 5511.8 ms [2021-09-27 15:15:18 main:574] : INFO : Epoch 2025 | loss: 0.031239 | val_loss: 0.0312396 | Time: 5331.9 ms [2021-09-27 15:15:23 main:574] : INFO : Epoch 2026 | loss: 0.0312385 | val_loss: 0.0312385 | Time: 5368.79 ms [2021-09-27 15:15:28 main:574] : INFO : Epoch 2027 | loss: 0.0312389 | val_loss: 0.0312384 | Time: 5275.36 ms [2021-09-27 15:15:34 main:574] : INFO : Epoch 2028 | loss: 0.0312387 | val_loss: 0.0312379 | Time: 5383.86 ms [2021-09-27 15:15:39 main:574] : INFO : Epoch 2029 | loss: 0.0312403 | val_loss: 0.0312397 | Time: 5136.41 ms [2021-09-27 15:15:44 main:574] : INFO : Epoch 2030 | loss: 0.0312391 | val_loss: 0.0312383 | Time: 5282.92 ms [2021-09-27 15:15:50 main:574] : INFO : Epoch 2031 | loss: 0.0312386 | val_loss: 0.0312383 | Time: 5332.08 ms [2021-09-27 15:15:55 main:574] : INFO : Epoch 2032 | loss: 0.0312386 | val_loss: 0.0312382 | Time: 5061.9 ms [2021-09-27 15:16:00 main:574] : INFO : Epoch 2033 | loss: 0.0312397 | val_loss: 0.0312415 | Time: 5191.59 ms [2021-09-27 15:16:05 main:574] : INFO : Epoch 2034 | loss: 0.0312394 | val_loss: 0.0312387 | Time: 5446.08 ms [2021-09-27 15:16:11 main:574] : INFO : Epoch 2035 | loss: 0.0312385 | val_loss: 0.0312383 | Time: 5278.69 ms [2021-09-27 15:16:16 main:574] : INFO : Epoch 2036 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 5411.79 ms [2021-09-27 15:16:21 main:574] : INFO : Epoch 2037 | loss: 0.0312409 | val_loss: 0.0312387 | Time: 5171.93 ms [2021-09-27 15:16:26 main:574] : INFO : Epoch 2038 | loss: 0.0312387 | val_loss: 0.0312445 | Time: 5033.03 ms [2021-09-27 15:16:31 main:574] : INFO : Epoch 2039 | loss: 0.0312394 | val_loss: 0.0312381 | Time: 5301.65 ms [2021-09-27 15:16:37 main:574] : INFO : Epoch 2040 | loss: 0.0312406 | val_loss: 0.0312417 | Time: 5311.58 ms [2021-09-27 15:16:42 main:574] : INFO : Epoch 2041 | loss: 0.0312399 | val_loss: 0.0312385 | Time: 5191.71 ms [2021-09-27 15:16:47 main:574] : INFO : Epoch 2042 | loss: 0.0312388 | val_loss: 0.0312392 | Time: 5157.82 ms [2021-09-27 15:16:52 main:574] : INFO : Epoch 2043 | loss: 0.0312396 | val_loss: 0.0312391 | Time: 5166.85 ms [2021-09-27 15:16:57 main:574] : INFO : Epoch 2044 | loss: 0.0312385 | val_loss: 0.0312388 | Time: 5131.12 ms [2021-09-27 15:17:03 main:574] : INFO : Epoch 2045 | loss: 0.0312392 | val_loss: 0.0312403 | Time: 5386.73 ms [2021-09-27 15:17:08 main:574] : INFO : Epoch 2046 | loss: 0.0312399 | val_loss: 0.0312388 | Time: 5282.74 ms [2021-09-27 15:17:14 main:574] : INFO : Epoch 2047 | loss: 0.0312393 | val_loss: 0.0312382 | Time: 5384.64 ms [2021-09-27 15:17:19 main:574] : INFO : Epoch 2048 | loss: 0.0312388 | val_loss: 0.0312408 | Time: 5182.07 ms [2021-09-27 15:17:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312408 [2021-09-27 15:17:19 main:603] : INFO : Saving end state to config to file [2021-09-27 15:17:19 main:608] : INFO : Success, exiting.. 15:17:19 (13996): 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)