Task 5176875
| Name | ParityMachine-1619580656-31380-1_1 |
| Workunit | 3088232 |
| Created | 11 May 2021, 15:05:44 UTC |
| Sent | 11 May 2021, 18:54:19 UTC |
| Report deadline | 18 May 2021, 18:54:19 UTC |
| Received | 11 May 2021, 22:46:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 49 min 13 sec |
| CPU time | 2 hours 40 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312348 | val_loss: 0.0312364 | Time: 4814.18 ms [2021-05-11 17:03:48 main:574] : INFO : Epoch 1543 | loss: 0.0312344 | val_loss: 0.0312359 | Time: 4741.03 ms [2021-05-11 17:03:53 main:574] : INFO : Epoch 1544 | loss: 0.0312353 | val_loss: 0.031237 | Time: 4873.24 ms [2021-05-11 17:03:58 main:574] : INFO : Epoch 1545 | loss: 0.0312356 | val_loss: 0.0312362 | Time: 4752.8 ms [2021-05-11 17:04:03 main:574] : INFO : Epoch 1546 | loss: 0.0312339 | val_loss: 0.0312357 | Time: 4912.27 ms [2021-05-11 17:04:08 main:574] : INFO : Epoch 1547 | loss: 0.0312339 | val_loss: 0.0312367 | Time: 4743.61 ms [2021-05-11 17:04:13 main:574] : INFO : Epoch 1548 | loss: 0.0312361 | val_loss: 0.031237 | Time: 4747.81 ms [2021-05-11 17:04:18 main:574] : INFO : Epoch 1549 | loss: 0.031236 | val_loss: 0.0312392 | Time: 4935.5 ms [2021-05-11 17:04:22 main:574] : INFO : Epoch 1550 | loss: 0.0312355 | val_loss: 0.0312372 | Time: 4833.92 ms [2021-05-11 17:04:27 main:574] : INFO : Epoch 1551 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 4827.79 ms [2021-05-11 17:04:32 main:574] : INFO : Epoch 1552 | loss: 0.0312347 | val_loss: 0.0312355 | Time: 4770.16 ms [2021-05-11 17:04:37 main:574] : INFO : Epoch 1553 | loss: 0.0312342 | val_loss: 0.0312357 | Time: 4850.16 ms [2021-05-11 17:04:42 main:574] : INFO : Epoch 1554 | loss: 0.0312346 | val_loss: 0.0312372 | Time: 4840.21 ms [2021-05-11 17:04:47 main:574] : INFO : Epoch 1555 | loss: 0.0312346 | val_loss: 0.031239 | Time: 4865.97 ms [2021-05-11 17:04:52 main:574] : INFO : Epoch 1556 | loss: 0.0312364 | val_loss: 0.0312376 | Time: 4899.81 ms [2021-05-11 17:04:57 main:574] : INFO : Epoch 1557 | loss: 0.0312349 | val_loss: 0.0312381 | Time: 4798.93 ms [2021-05-11 17:05:02 main:574] : INFO : Epoch 1558 | loss: 0.0312353 | val_loss: 0.0312384 | Time: 4956.96 ms [2021-05-11 17:05:06 main:574] : INFO : Epoch 1559 | loss: 0.0312386 | val_loss: 0.0312391 | Time: 4704.91 ms [2021-05-11 17:05:12 main:574] : INFO : Epoch 1560 | loss: 0.0312397 | val_loss: 0.0312392 | Time: 4956.1 ms [2021-05-11 17:05:16 main:574] : INFO : Epoch 1561 | loss: 0.031238 | val_loss: 0.0312407 | Time: 4752.54 ms [2021-05-11 17:05:21 main:574] : INFO : Epoch 1562 | loss: 0.0312373 | val_loss: 0.0312375 | Time: 4855.23 ms [2021-05-11 17:05:26 main:574] : INFO : Epoch 1563 | loss: 0.0312372 | val_loss: 0.0312358 | Time: 4860.89 ms [2021-05-11 17:05:31 main:574] : INFO : Epoch 1564 | loss: 0.0312361 | val_loss: 0.0312371 | Time: 4829.2 ms [2021-05-11 17:05:36 main:574] : INFO : Epoch 1565 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 4786.17 ms [2021-05-11 17:05:41 main:574] : INFO : Epoch 1566 | loss: 0.0312345 | val_loss: 0.0312354 | Time: 4865.51 ms [2021-05-11 17:05:46 main:574] : INFO : Epoch 1567 | loss: 0.0312353 | val_loss: 0.0312355 | Time: 4873.67 ms [2021-05-11 17:05:51 main:574] : INFO : Epoch 1568 | loss: 0.0312377 | val_loss: 0.0312371 | Time: 4912.37 ms [2021-05-11 17:05:56 main:574] : INFO : Epoch 1569 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 4852.13 ms [2021-05-11 17:06:01 main:574] : INFO : Epoch 1570 | loss: 0.0312346 | val_loss: 0.0312373 | Time: 4841.37 ms [2021-05-11 17:06:05 main:574] : INFO : Epoch 1571 | loss: 0.0312345 | val_loss: 0.0312356 | Time: 4887.83 ms [2021-05-11 17:06:10 main:574] : INFO : Epoch 1572 | loss: 0.0312347 | val_loss: 0.031237 | Time: 4842.21 ms [2021-05-11 17:06:15 main:574] : INFO : Epoch 1573 | loss: 0.0312346 | val_loss: 0.0312392 | Time: 4883.52 ms [2021-05-11 17:06:20 main:574] : INFO : Epoch 1574 | loss: 0.0312359 | val_loss: 0.0312358 | Time: 4661.51 ms [2021-05-11 17:06:25 main:574] : INFO : Epoch 1575 | loss: 0.0312346 | val_loss: 0.0312356 | Time: 4732.19 ms [2021-05-11 17:06:30 main:574] : INFO : Epoch 1576 | loss: 0.031234 | val_loss: 0.0312358 | Time: 4817.73 ms [2021-05-11 17:06:35 main:574] : INFO : Epoch 1577 | loss: 0.0312347 | val_loss: 0.0312367 | Time: 4815.97 ms [2021-05-11 17:06:39 main:574] : INFO : Epoch 1578 | loss: 0.0312379 | val_loss: 0.031237 | Time: 4785.55 ms [2021-05-11 17:06:44 main:574] : INFO : Epoch 1579 | loss: 0.0312354 | val_loss: 0.0312364 | Time: 4762.98 ms [2021-05-11 17:06:49 main:574] : INFO : Epoch 1580 | loss: 0.0312342 | val_loss: 0.031236 | Time: 4815.07 ms [2021-05-11 17:06:54 main:574] : INFO : Epoch 1581 | loss: 0.0312351 | val_loss: 0.0312426 | Time: 4742.17 ms [2021-05-11 17:06:59 main:574] : INFO : Epoch 1582 | loss: 0.0312373 | val_loss: 0.0312377 | Time: 4952.7 ms [2021-05-11 17:07:04 main:574] : INFO : Epoch 1583 | loss: 0.0312367 | val_loss: 0.0312355 | Time: 4860.22 ms [2021-05-11 17:07:09 main:574] : INFO : Epoch 1584 | loss: 0.0312351 | val_loss: 0.031236 | Time: 4949 ms [2021-05-11 17:07:14 main:574] : INFO : Epoch 1585 | loss: 0.0312355 | val_loss: 0.0312377 | Time: 4926.62 ms [2021-05-11 17:07:19 main:574] : INFO : Epoch 1586 | loss: 0.031235 | val_loss: 0.0312355 | Time: 4883.94 ms [2021-05-11 17:07:23 main:574] : INFO : Epoch 1587 | loss: 0.0312347 | val_loss: 0.0312359 | Time: 4749.24 ms [2021-05-11 17:07:28 main:574] : INFO : Epoch 1588 | loss: 0.031236 | val_loss: 0.03124 | Time: 4797.23 ms [2021-05-11 17:07:33 main:574] : INFO : Epoch 1589 | loss: 0.0312367 | val_loss: 0.0312359 | Time: 4874.11 ms [2021-05-11 17:07:38 main:574] : INFO : Epoch 1590 | loss: 0.0312365 | val_loss: 0.0312356 | Time: 4905.53 ms [2021-05-11 17:07:43 main:574] : INFO : Epoch 1591 | loss: 0.031234 | val_loss: 0.0312357 | Time: 4874.3 ms [2021-05-11 17:07:48 main:574] : INFO : Epoch 1592 | loss: 0.0312343 | val_loss: 0.0312378 | Time: 4967.55 ms [2021-05-11 17:07:53 main:574] : INFO : Epoch 1593 | loss: 0.0312356 | val_loss: 0.0312365 | Time: 4917.06 ms [2021-05-11 17:07:58 main:574] : INFO : Epoch 1594 | loss: 0.0312345 | val_loss: 0.0312355 | Time: 4872.07 ms [2021-05-11 17:08:03 main:574] : INFO : Epoch 1595 | loss: 0.0312346 | val_loss: 0.0312363 | Time: 4932.33 ms [2021-05-11 17:08:08 main:574] : INFO : Epoch 1596 | loss: 0.0312341 | val_loss: 0.0312357 | Time: 4967.66 ms [2021-05-11 17:08:13 main:574] : INFO : Epoch 1597 | loss: 0.031234 | val_loss: 0.0312368 | Time: 4870.66 ms [2021-05-11 17:08:18 main:574] : INFO : Epoch 1598 | loss: 0.0312346 | val_loss: 0.0312353 | Time: 4868.59 ms [2021-05-11 17:08:23 main:574] : INFO : Epoch 1599 | loss: 0.0312347 | val_loss: 0.0312377 | Time: 4895.06 ms [2021-05-11 17:08:28 main:574] : INFO : Epoch 1600 | loss: 0.0312384 | val_loss: 0.0312364 | Time: 5101.97 ms [2021-05-11 17:08:33 main:574] : INFO : Epoch 1601 | loss: 0.0312392 | val_loss: 0.0312394 | Time: 5000.39 ms [2021-05-11 17:08:38 main:574] : INFO : Epoch 1602 | loss: 0.031235 | val_loss: 0.0312388 | Time: 5047.78 ms [2021-05-11 17:08:43 main:574] : INFO : Epoch 1603 | loss: 0.0312343 | val_loss: 0.0312359 | Time: 5013.41 ms [2021-05-11 17:08:48 main:574] : INFO : Epoch 1604 | loss: 0.0312343 | val_loss: 0.0312372 | Time: 4898.08 ms [2021-05-11 17:08:53 main:574] : INFO : Epoch 1605 | loss: 0.0312345 | val_loss: 0.0312382 | Time: 4858.74 ms [2021-05-11 17:08:58 main:574] : INFO : Epoch 1606 | loss: 0.0312348 | val_loss: 0.0312369 | Time: 4829.53 ms [2021-05-11 17:09:03 main:574] : INFO : Epoch 1607 | loss: 0.0312349 | val_loss: 0.031236 | Time: 4741.66 ms [2021-05-11 17:09:08 main:574] : INFO : Epoch 1608 | loss: 0.0312354 | val_loss: 0.0312353 | Time: 4887.82 ms [2021-05-11 17:09:13 main:574] : INFO : Epoch 1609 | loss: 0.0312353 | val_loss: 0.031236 | Time: 4854.95 ms [2021-05-11 17:09:18 main:574] : INFO : Epoch 1610 | loss: 0.0312345 | val_loss: 0.0312354 | Time: 4819.31 ms [2021-05-11 17:09:23 main:574] : INFO : Epoch 1611 | loss: 0.0312345 | val_loss: 0.0312379 | Time: 4742.38 ms [2021-05-11 17:09:27 main:574] : INFO : Epoch 1612 | loss: 0.0312343 | val_loss: 0.0312355 | Time: 4752.86 ms [2021-05-11 17:09:32 main:574] : INFO : Epoch 1613 | loss: 0.0312344 | val_loss: 0.0312384 | Time: 5040.69 ms [2021-05-11 17:09:38 main:574] : INFO : Epoch 1614 | loss: 0.0312347 | val_loss: 0.0312355 | Time: 4998.27 ms [2021-05-11 17:09:43 main:574] : INFO : Epoch 1615 | loss: 0.0312344 | val_loss: 0.0312388 | Time: 4913.45 ms [2021-05-11 17:09:47 main:574] : INFO : Epoch 1616 | loss: 0.031235 | val_loss: 0.0312423 | Time: 4832.13 ms [2021-05-11 17:09:52 main:574] : INFO : Epoch 1617 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 4801.95 ms [2021-05-11 17:09:57 main:574] : INFO : Epoch 1618 | loss: 0.0312349 | val_loss: 0.0312355 | Time: 5034.47 ms [2021-05-11 17:10:02 main:574] : INFO : Epoch 1619 | loss: 0.0312353 | val_loss: 0.0312392 | Time: 4829.1 ms [2021-05-11 17:10:07 main:574] : INFO : Epoch 1620 | loss: 0.031236 | val_loss: 0.0312462 | Time: 4799.01 ms [2021-05-11 17:10:12 main:574] : INFO : Epoch 1621 | loss: 0.0312387 | val_loss: 0.0312394 | Time: 4875.7 ms [2021-05-11 17:10:17 main:574] : INFO : Epoch 1622 | loss: 0.0312354 | val_loss: 0.0312387 | Time: 4816.95 ms [2021-05-11 17:10:22 main:574] : INFO : Epoch 1623 | loss: 0.0312348 | val_loss: 0.0312361 | Time: 4759.3 ms [2021-05-11 17:10:27 main:574] : INFO : Epoch 1624 | loss: 0.0312347 | val_loss: 0.0312359 | Time: 4954.92 ms [2021-05-11 17:10:32 main:574] : INFO : Epoch 1625 | loss: 0.0312348 | val_loss: 0.031236 | Time: 4820.89 ms [2021-05-11 17:10:37 main:574] : INFO : Epoch 1626 | loss: 0.0312343 | val_loss: 0.0312376 | Time: 4861.15 ms [2021-05-11 17:10:41 main:574] : INFO : Epoch 1627 | loss: 0.0312353 | val_loss: 0.0312357 | Time: 4914.01 ms [2021-05-11 17:10:46 main:574] : INFO : Epoch 1628 | loss: 0.0312346 | val_loss: 0.0312363 | Time: 4788.24 ms [2021-05-11 17:10:51 main:574] : INFO : Epoch 1629 | loss: 0.0312344 | val_loss: 0.0312368 | Time: 5038.39 ms [2021-05-11 17:10:57 main:574] : INFO : Epoch 1630 | loss: 0.0312353 | val_loss: 0.0312393 | Time: 5374.65 ms [2021-05-11 17:11:02 main:574] : INFO : Epoch 1631 | loss: 0.0312347 | val_loss: 0.0312368 | Time: 5235.22 ms [2021-05-11 17:11:07 main:574] : INFO : Epoch 1632 | loss: 0.0312348 | val_loss: 0.0312359 | Time: 5042.55 ms [2021-05-11 17:11:12 main:574] : INFO : Epoch 1633 | loss: 0.0312354 | val_loss: 0.0312373 | Time: 4866.61 ms [2021-05-11 17:11:17 main:574] : INFO : Epoch 1634 | loss: 0.0312362 | val_loss: 0.0312368 | Time: 4875.97 ms [2021-05-11 17:11:22 main:574] : INFO : Epoch 1635 | loss: 0.031235 | val_loss: 0.0312356 | Time: 4968.25 ms [2021-05-11 17:11:27 main:574] : INFO : Epoch 1636 | loss: 0.0312342 | val_loss: 0.0312404 | Time: 5049.29 ms [2021-05-11 17:11:32 main:574] : INFO : Epoch 1637 | loss: 0.0312357 | val_loss: 0.0312357 | Time: 4879.73 ms [2021-05-11 17:11:37 main:574] : INFO : Epoch 1638 | loss: 0.031235 | val_loss: 0.0312358 | Time: 5018.35 ms [2021-05-11 17:11:42 main:574] : INFO : Epoch 1639 | loss: 0.0312353 | val_loss: 0.0312389 | Time: 4976.66 ms [2021-05-11 17:11:47 main:574] : INFO : Epoch 1640 | loss: 0.0312365 | val_loss: 0.0312367 | Time: 4784.91 ms [2021-05-11 17:11:52 main:574] : INFO : Epoch 1641 | loss: 0.0312343 | val_loss: 0.0312363 | Time: 4766.56 ms [2021-05-11 17:11:57 main:574] : INFO : Epoch 1642 | loss: 0.0312344 | val_loss: 0.031236 | Time: 4789.58 ms [2021-05-11 17:12:02 main:574] : INFO : Epoch 1643 | loss: 0.0312346 | val_loss: 0.0312359 | Time: 4848.39 ms [2021-05-11 17:12:07 main:574] : INFO : Epoch 1644 | loss: 0.031234 | val_loss: 0.0312354 | Time: 4738.41 ms [2021-05-11 17:12:11 main:574] : INFO : Epoch 1645 | loss: 0.0312343 | val_loss: 0.0312357 | Time: 4914.1 ms [2021-05-11 17:12:16 main:574] : INFO : Epoch 1646 | loss: 0.031236 | val_loss: 0.0312357 | Time: 4895.44 ms [2021-05-11 17:12:21 main:574] : INFO : Epoch 1647 | loss: 0.0312358 | val_loss: 0.0312357 | Time: 4809.34 ms [2021-05-11 17:12:26 main:574] : INFO : Epoch 1648 | loss: 0.0312344 | val_loss: 0.0312361 | Time: 4997.17 ms [2021-05-11 17:12:31 main:574] : INFO : Epoch 1649 | loss: 0.0312339 | val_loss: 0.0312368 | Time: 4808.26 ms [2021-05-11 17:12:36 main:574] : INFO : Epoch 1650 | loss: 0.0312358 | val_loss: 0.0312358 | Time: 4834.21 ms [2021-05-11 17:12:41 main:574] : INFO : Epoch 1651 | loss: 0.0312351 | val_loss: 0.0312368 | Time: 4804.52 ms [2021-05-11 17:12:46 main:574] : INFO : Epoch 1652 | loss: 0.0312353 | val_loss: 0.0312362 | Time: 4701.34 ms [2021-05-11 17:12:51 main:574] : INFO : Epoch 1653 | loss: 0.0312354 | val_loss: 0.0312376 | Time: 4890.71 ms [2021-05-11 17:12:56 main:574] : INFO : Epoch 1654 | loss: 0.0312354 | val_loss: 0.0312383 | Time: 4862.63 ms [2021-05-11 17:13:00 main:574] : INFO : Epoch 1655 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 4762.65 ms [2021-05-11 17:13:05 main:574] : INFO : Epoch 1656 | loss: 0.0312339 | val_loss: 0.0312354 | Time: 4828.53 ms [2021-05-11 17:13:10 main:574] : INFO : Epoch 1657 | loss: 0.0312346 | val_loss: 0.0312396 | Time: 4903.57 ms [2021-05-11 17:13:15 main:574] : INFO : Epoch 1658 | loss: 0.031236 | val_loss: 0.0312359 | Time: 4859.71 ms [2021-05-11 17:13:20 main:574] : INFO : Epoch 1659 | loss: 0.0312348 | val_loss: 0.0312357 | Time: 4918.32 ms [2021-05-11 17:13:25 main:574] : INFO : Epoch 1660 | loss: 0.0312344 | val_loss: 0.0312356 | Time: 4965.66 ms [2021-05-11 17:13:30 main:574] : INFO : Epoch 1661 | loss: 0.0312342 | val_loss: 0.0312395 | Time: 5106.6 ms [2021-05-11 17:13:35 main:574] : INFO : Epoch 1662 | loss: 0.0312354 | val_loss: 0.0312354 | Time: 5075.25 ms [2021-05-11 17:13:40 main:574] : INFO : Epoch 1663 | loss: 0.0312342 | val_loss: 0.0312393 | Time: 4841.71 ms [2021-05-11 17:13:45 main:574] : INFO : Epoch 1664 | loss: 0.0312345 | val_loss: 0.0312355 | Time: 4930 ms [2021-05-11 17:13:50 main:574] : INFO : Epoch 1665 | loss: 0.0312344 | val_loss: 0.031237 | Time: 4837.81 ms [2021-05-11 17:13:55 main:574] : INFO : Epoch 1666 | loss: 0.0312342 | val_loss: 0.0312357 | Time: 4847.32 ms [2021-05-11 17:14:00 main:574] : INFO : Epoch 1667 | loss: 0.0312342 | val_loss: 0.0312359 | Time: 4786.16 ms [2021-05-11 17:14:05 main:574] : INFO : Epoch 1668 | loss: 0.0312346 | val_loss: 0.0312366 | Time: 5009.38 ms [2021-05-11 17:14:10 main:574] : INFO : Epoch 1669 | loss: 0.0312348 | val_loss: 0.0312354 | Time: 4771.84 ms [2021-05-11 17:14:15 main:574] : INFO : Epoch 1670 | loss: 0.0312394 | val_loss: 0.0312417 | Time: 4919.5 ms [2021-05-11 17:14:20 main:574] : INFO : Epoch 1671 | loss: 0.0313017 | val_loss: 0.0319452 | Time: 4876.89 ms [2021-05-11 17:14:25 main:574] : INFO : Epoch 1672 | loss: 0.0413447 | val_loss: 0.0331242 | Time: 4870 ms [2021-05-11 17:14:30 main:574] : INFO : Epoch 1673 | loss: 0.0334506 | val_loss: 0.031564 | Time: 5011.76 ms [2021-05-11 17:14:35 main:574] : INFO : Epoch 1674 | loss: 0.0315978 | val_loss: 0.0313448 | Time: 4934.24 ms [2021-05-11 17:14:40 main:574] : INFO : Epoch 1675 | loss: 0.0313088 | val_loss: 0.0312707 | Time: 4877.3 ms [2021-05-11 17:14:45 main:574] : INFO : Epoch 1676 | loss: 0.0312587 | val_loss: 0.031252 | Time: 5051.87 ms [2021-05-11 17:14:50 main:574] : INFO : Epoch 1677 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 4999.69 ms [2021-05-11 17:14:54 main:574] : INFO : Epoch 1678 | loss: 0.0312451 | val_loss: 0.031246 | Time: 4751.17 ms [2021-05-11 17:14:59 main:574] : INFO : Epoch 1679 | loss: 0.0312444 | val_loss: 0.0312447 | Time: 4831.74 ms [2021-05-11 17:15:04 main:574] : INFO : Epoch 1680 | loss: 0.031243 | val_loss: 0.0312437 | Time: 4918.38 ms [2021-05-11 17:15:09 main:574] : INFO : Epoch 1681 | loss: 0.0312424 | val_loss: 0.0312428 | Time: 4825.94 ms [2021-05-11 17:15:14 main:574] : INFO : Epoch 1682 | loss: 0.0312416 | val_loss: 0.0312419 | Time: 4816.1 ms [2021-05-11 17:15:19 main:574] : INFO : Epoch 1683 | loss: 0.0312409 | val_loss: 0.0312416 | Time: 4802.17 ms [2021-05-11 17:15:24 main:574] : INFO : Epoch 1684 | loss: 0.0312404 | val_loss: 0.0312415 | Time: 4751.28 ms [2021-05-11 17:15:29 main:574] : INFO : Epoch 1685 | loss: 0.0312399 | val_loss: 0.0312406 | Time: 4966.73 ms [2021-05-11 17:15:34 main:574] : INFO : Epoch 1686 | loss: 0.0312394 | val_loss: 0.0312394 | Time: 4955.28 ms [2021-05-11 17:15:39 main:574] : INFO : Epoch 1687 | loss: 0.0312383 | val_loss: 0.0312389 | Time: 4690.64 ms [2021-05-11 17:15:43 main:574] : INFO : Epoch 1688 | loss: 0.0312378 | val_loss: 0.0312399 | Time: 4779.12 ms [2021-05-11 17:15:48 main:574] : INFO : Epoch 1689 | loss: 0.0312377 | val_loss: 0.0312398 | Time: 4986.9 ms [2021-05-11 17:15:53 main:574] : INFO : Epoch 1690 | loss: 0.0312372 | val_loss: 0.0312382 | Time: 4792.36 ms [2021-05-11 17:15:58 main:574] : INFO : Epoch 1691 | loss: 0.0312376 | val_loss: 0.0312372 | Time: 4826.59 ms [2021-05-11 17:16:03 main:574] : INFO : Epoch 1692 | loss: 0.0312373 | val_loss: 0.0312384 | Time: 4739.62 ms [2021-05-11 17:16:08 main:574] : INFO : Epoch 1693 | loss: 0.0312363 | val_loss: 0.0312368 | Time: 4863.05 ms [2021-05-11 17:16:13 main:574] : INFO : Epoch 1694 | loss: 0.0312357 | val_loss: 0.0312369 | Time: 4854.98 ms [2021-05-11 17:16:18 main:574] : INFO : Epoch 1695 | loss: 0.0312354 | val_loss: 0.0312366 | Time: 4775.54 ms [2021-05-11 17:16:22 main:574] : INFO : Epoch 1696 | loss: 0.0312353 | val_loss: 0.0312364 | Time: 4809.58 ms [2021-05-11 17:16:27 main:574] : INFO : Epoch 1697 | loss: 0.0312352 | val_loss: 0.0312367 | Time: 4912.02 ms [2021-05-11 17:16:32 main:574] : INFO : Epoch 1698 | loss: 0.031235 | val_loss: 0.0312361 | Time: 4681.06 ms [2021-05-11 17:16:37 main:574] : INFO : Epoch 1699 | loss: 0.0312346 | val_loss: 0.0312359 | Time: 4845.29 ms [2021-05-11 17:16:42 main:574] : INFO : Epoch 1700 | loss: 0.0312349 | val_loss: 0.031236 | Time: 4663.15 ms [2021-05-11 17:16:47 main:574] : INFO : Epoch 1701 | loss: 0.0312345 | val_loss: 0.0312362 | Time: 4792.28 ms [2021-05-11 17:16:52 main:574] : INFO : Epoch 1702 | loss: 0.0312348 | val_loss: 0.0312357 | Time: 4918.25 ms [2021-05-11 17:16:56 main:574] : INFO : Epoch 1703 | loss: 0.0312345 | val_loss: 0.0312375 | Time: 4792.36 ms [2021-05-11 17:17:01 main:574] : INFO : Epoch 1704 | loss: 0.0312347 | val_loss: 0.0312368 | Time: 4731.59 ms [2021-05-11 17:17:06 main:574] : INFO : Epoch 1705 | loss: 0.0312342 | val_loss: 0.0312369 | Time: 4844.43 ms [2021-05-11 17:17:11 main:574] : INFO : Epoch 1706 | loss: 0.0312347 | val_loss: 0.0312369 | Time: 4962.69 ms [2021-05-11 17:17:16 main:574] : INFO : Epoch 1707 | loss: 0.0312348 | val_loss: 0.0312362 | Time: 4976.26 ms [2021-05-11 17:17:21 main:574] : INFO : Epoch 1708 | loss: 0.0312347 | val_loss: 0.0312363 | Time: 5048.35 ms [2021-05-11 17:17:26 main:574] : INFO : Epoch 1709 | loss: 0.0312355 | val_loss: 0.0312357 | Time: 4843.74 ms [2021-05-11 17:17:31 main:574] : INFO : Epoch 1710 | loss: 0.0312348 | val_loss: 0.0312366 | Time: 4907.37 ms [2021-05-11 17:17:36 main:574] : INFO : Epoch 1711 | loss: 0.0312345 | val_loss: 0.0312358 | Time: 4826.24 ms [2021-05-11 17:17:41 main:574] : INFO : Epoch 1712 | loss: 0.031234 | val_loss: 0.0312363 | Time: 4820.4 ms [2021-05-11 17:17:46 main:574] : INFO : Epoch 1713 | loss: 0.0312345 | val_loss: 0.0312356 | Time: 4817.26 ms [2021-05-11 17:17:51 main:574] : INFO : Epoch 1714 | loss: 0.0312349 | val_loss: 0.0312356 | Time: 4741.24 ms [2021-05-11 17:17:56 main:574] : INFO : Epoch 1715 | loss: 0.0312341 | val_loss: 0.0312356 | Time: 4924.32 ms [2021-05-11 17:18:01 main:574] : INFO : Epoch 1716 | loss: 0.0312339 | val_loss: 0.0312356 | Time: 4896.15 ms [2021-05-11 17:18:05 main:574] : INFO : Epoch 1717 | loss: 0.0312339 | val_loss: 0.0312356 | Time: 4672.15 ms [2021-05-11 17:18:10 main:574] : INFO : Epoch 1718 | loss: 0.0312341 | val_loss: 0.0312355 | Time: 4837.08 ms [2021-05-11 17:18:15 main:574] : INFO : Epoch 1719 | loss: 0.0312341 | val_loss: 0.0312355 | Time: 4861.26 ms [2021-05-11 17:18:20 main:574] : INFO : Epoch 1720 | loss: 0.0312345 | val_loss: 0.0312356 | Time: 4918.35 ms [2021-05-11 17:18:25 main:574] : INFO : Epoch 1721 | loss: 0.0312353 | val_loss: 0.0312375 | Time: 4901.52 ms [2021-05-11 17:18:30 main:574] : INFO : Epoch 1722 | loss: 0.0312357 | val_loss: 0.0312387 | Time: 4836.96 ms [2021-05-11 17:18:35 main:574] : INFO : Epoch 1723 | loss: 0.0312357 | val_loss: 0.0312362 | Time: 4909.57 ms [2021-05-11 17:18:40 main:574] : INFO : Epoch 1724 | loss: 0.031234 | val_loss: 0.031236 | Time: 4887.02 ms [2021-05-11 17:18:45 main:574] : INFO : Epoch 1725 | loss: 0.0312348 | val_loss: 0.0312358 | Time: 4893.13 ms [2021-05-11 17:18:50 main:574] : INFO : Epoch 1726 | loss: 0.0312337 | val_loss: 0.0312363 | Time: 4800.6 ms [2021-05-11 17:18:55 main:574] : INFO : Epoch 1727 | loss: 0.0312341 | val_loss: 0.0312369 | Time: 4952.39 ms [2021-05-11 17:19:00 main:574] : INFO : Epoch 1728 | loss: 0.0312341 | val_loss: 0.031236 | Time: 4790.99 ms [2021-05-11 17:19:05 main:574] : INFO : Epoch 1729 | loss: 0.0312347 | val_loss: 0.0312358 | Time: 4883.84 ms [2021-05-11 17:19:10 main:574] : INFO : Epoch 1730 | loss: 0.0312354 | val_loss: 0.0312398 | Time: 4727.99 ms [2021-05-11 17:19:14 main:574] : INFO : Epoch 1731 | loss: 0.031236 | val_loss: 0.0312378 | Time: 4634.97 ms [2021-05-11 17:19:19 main:574] : INFO : Epoch 1732 | loss: 0.031235 | val_loss: 0.0312391 | Time: 5052.75 ms [2021-05-11 17:19:24 main:574] : INFO : Epoch 1733 | loss: 0.0312353 | val_loss: 0.0312365 | Time: 4748.62 ms [2021-05-11 17:19:29 main:574] : INFO : Epoch 1734 | loss: 0.0312346 | val_loss: 0.0312368 | Time: 4691.27 ms [2021-05-11 17:19:34 main:574] : INFO : Epoch 1735 | loss: 0.0312346 | val_loss: 0.0312363 | Time: 4876.72 ms [2021-05-11 17:19:39 main:574] : INFO : Epoch 1736 | loss: 0.0312355 | val_loss: 0.0312391 | Time: 4900.2 ms [2021-05-11 17:19:44 main:574] : INFO : Epoch 1737 | loss: 0.0312347 | val_loss: 0.0312393 | Time: 4803.25 ms [2021-05-11 17:19:49 main:574] : INFO : Epoch 1738 | loss: 0.0312348 | val_loss: 0.0312372 | Time: 4746.33 ms [2021-05-11 17:19:53 main:574] : INFO : Epoch 1739 | loss: 0.0312349 | val_loss: 0.0312392 | Time: 4747.74 ms [2021-05-11 17:19:58 main:574] : INFO : Epoch 1740 | loss: 0.0312343 | val_loss: 0.0312369 | Time: 4936.75 ms [2021-05-11 17:20:03 main:574] : INFO : Epoch 1741 | loss: 0.0312351 | val_loss: 0.0312358 | Time: 4738.24 ms [2021-05-11 17:20:08 main:574] : INFO : Epoch 1742 | loss: 0.0312342 | val_loss: 0.0312355 | Time: 4781.22 ms [2021-05-11 17:20:13 main:574] : INFO : Epoch 1743 | loss: 0.0312344 | val_loss: 0.0312358 | Time: 4721.42 ms [2021-05-11 17:20:18 main:574] : INFO : Epoch 1744 | loss: 0.0312344 | val_loss: 0.0312379 | Time: 4907.41 ms [2021-05-11 17:20:23 main:574] : INFO : Epoch 1745 | loss: 0.0312353 | val_loss: 0.0312413 | Time: 4820.69 ms [2021-05-11 17:20:27 main:574] : INFO : Epoch 1746 | loss: 0.0312365 | val_loss: 0.0312364 | Time: 4826.31 ms [2021-05-11 17:20:32 main:574] : INFO : Epoch 1747 | loss: 0.0312343 | val_loss: 0.0312375 | Time: 4813.01 ms [2021-05-11 17:20:37 main:574] : INFO : Epoch 1748 | loss: 0.0312342 | val_loss: 0.0312355 | Time: 4893.21 ms [2021-05-11 17:20:42 main:574] : INFO : Epoch 1749 | loss: 0.0312341 | val_loss: 0.0312371 | Time: 4820.64 ms [2021-05-11 17:20:47 main:574] : INFO : Epoch 1750 | loss: 0.0312355 | val_loss: 0.031237 | Time: 4731.16 ms [2021-05-11 17:20:52 main:574] : INFO : Epoch 1751 | loss: 0.0312351 | val_loss: 0.0312363 | Time: 4808.02 ms [2021-05-11 17:20:57 main:574] : INFO : Epoch 1752 | loss: 0.031237 | val_loss: 0.0312379 | Time: 4867.41 ms [2021-05-11 17:21:02 main:574] : INFO : Epoch 1753 | loss: 0.0312349 | val_loss: 0.0312365 | Time: 4855.69 ms [2021-05-11 17:21:07 main:574] : INFO : Epoch 1754 | loss: 0.0312343 | val_loss: 0.0312359 | Time: 4860.12 ms [2021-05-11 17:21:11 main:574] : INFO : Epoch 1755 | loss: 0.0312342 | val_loss: 0.0312387 | Time: 4761.66 ms [2021-05-11 17:21:17 main:574] : INFO : Epoch 1756 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 5159.62 ms [2021-05-11 17:21:22 main:574] : INFO : Epoch 1757 | loss: 0.0312351 | val_loss: 0.0312362 | Time: 4912.2 ms [2021-05-11 17:21:27 main:574] : INFO : Epoch 1758 | loss: 0.0312344 | val_loss: 0.0312361 | Time: 4850.86 ms [2021-05-11 17:21:31 main:574] : INFO : Epoch 1759 | loss: 0.0312344 | val_loss: 0.0312367 | Time: 4832.19 ms [2021-05-11 17:21:36 main:574] : INFO : Epoch 1760 | loss: 0.0312349 | val_loss: 0.0312357 | Time: 4895.05 ms [2021-05-11 17:21:41 main:574] : INFO : Epoch 1761 | loss: 0.0312343 | val_loss: 0.031237 | Time: 4777.51 ms [2021-05-11 17:21:46 main:574] : INFO : Epoch 1762 | loss: 0.0312344 | val_loss: 0.0312359 | Time: 4812.65 ms [2021-05-11 17:21:51 main:574] : INFO : Epoch 1763 | loss: 0.0312342 | val_loss: 0.0312377 | Time: 4913.28 ms [2021-05-11 17:21:56 main:574] : INFO : Epoch 1764 | loss: 0.0312349 | val_loss: 0.0312369 | Time: 4814.84 ms [2021-05-11 17:22:01 main:574] : INFO : Epoch 1765 | loss: 0.031235 | val_loss: 0.031236 | Time: 4985.3 ms [2021-05-11 17:22:06 main:574] : INFO : Epoch 1766 | loss: 0.0312346 | val_loss: 0.0312361 | Time: 4881.54 ms [2021-05-11 17:22:11 main:574] : INFO : Epoch 1767 | loss: 0.031235 | val_loss: 0.0312361 | Time: 5137.39 ms [2021-05-11 17:22:16 main:574] : INFO : Epoch 1768 | loss: 0.031235 | val_loss: 0.031237 | Time: 4960.92 ms [2021-05-11 17:22:21 main:574] : INFO : Epoch 1769 | loss: 0.0312372 | val_loss: 0.0312401 | Time: 4953.77 ms [2021-05-11 17:22:26 main:574] : INFO : Epoch 1770 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 4801.88 ms [2021-05-11 17:22:31 main:574] : INFO : Epoch 1771 | loss: 0.0312338 | val_loss: 0.0312357 | Time: 4934.6 ms [2021-05-11 17:22:36 main:574] : INFO : Epoch 1772 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 4840.16 ms [2021-05-11 17:22:41 main:574] : INFO : Epoch 1773 | loss: 0.0312339 | val_loss: 0.0312356 | Time: 4808.43 ms [2021-05-11 17:22:46 main:574] : INFO : Epoch 1774 | loss: 0.0312339 | val_loss: 0.031236 | Time: 5016.12 ms [2021-05-11 17:22:51 main:574] : INFO : Epoch 1775 | loss: 0.0312358 | val_loss: 0.0312356 | Time: 4835.64 ms [2021-05-11 17:22:55 main:574] : INFO : Epoch 1776 | loss: 0.0312361 | val_loss: 0.0312363 | Time: 4750.66 ms [2021-05-11 17:23:00 main:574] : INFO : Epoch 1777 | loss: 0.0312352 | val_loss: 0.0312354 | Time: 4922.03 ms [2021-05-11 17:23:05 main:574] : INFO : Epoch 1778 | loss: 0.0312345 | val_loss: 0.0312372 | Time: 4764.25 ms [2021-05-11 17:23:10 main:574] : INFO : Epoch 1779 | loss: 0.0312344 | val_loss: 0.0312357 | Time: 4958.87 ms [2021-05-11 17:23:15 main:574] : INFO : Epoch 1780 | loss: 0.0312348 | val_loss: 0.0312383 | Time: 4880.17 ms [2021-05-11 17:23:20 main:574] : INFO : Epoch 1781 | loss: 0.0312361 | val_loss: 0.0312369 | Time: 4968.21 ms [2021-05-11 17:23:25 main:574] : INFO : Epoch 1782 | loss: 0.0312363 | val_loss: 0.0312421 | Time: 4913.94 ms [2021-05-11 17:23:30 main:574] : INFO : Epoch 1783 | loss: 0.0312358 | val_loss: 0.0312395 | Time: 5033.34 ms [2021-05-11 17:23:35 main:574] : INFO : Epoch 1784 | loss: 0.0312344 | val_loss: 0.0312358 | Time: 4844.12 ms [2021-05-11 17:23:40 main:574] : INFO : Epoch 1785 | loss: 0.0312344 | val_loss: 0.0312385 | Time: 4844.58 ms [2021-05-11 17:23:45 main:574] : INFO : Epoch 1786 | loss: 0.0312355 | val_loss: 0.031237 | Time: 4931.03 ms [2021-05-11 17:23:50 main:574] : INFO : Epoch 1787 | loss: 0.0312353 | val_loss: 0.0312356 | Time: 5034.84 ms [2021-05-11 17:23:55 main:574] : INFO : Epoch 1788 | loss: 0.0312351 | val_loss: 0.0312381 | Time: 5149.18 ms [2021-05-11 17:24:00 main:574] : INFO : Epoch 1789 | loss: 0.0312358 | val_loss: 0.0312372 | Time: 4960.25 ms [2021-05-11 17:24:05 main:574] : INFO : Epoch 1790 | loss: 0.0312355 | val_loss: 0.0312366 | Time: 4981.69 ms [2021-05-11 17:24:10 main:574] : INFO : Epoch 1791 | loss: 0.0312356 | val_loss: 0.0312358 | Time: 4732.31 ms [2021-05-11 17:24:15 main:574] : INFO : Epoch 1792 | loss: 0.0312355 | val_loss: 0.0312357 | Time: 5007.89 ms [2021-05-11 17:24:20 main:574] : INFO : Epoch 1793 | loss: 0.0312343 | val_loss: 0.0312357 | Time: 4832.1 ms [2021-05-11 17:24:25 main:574] : INFO : Epoch 1794 | loss: 0.031236 | val_loss: 0.0312359 | Time: 4800.93 ms [2021-05-11 17:24:30 main:574] : INFO : Epoch 1795 | loss: 0.0312342 | val_loss: 0.0312371 | Time: 4734.3 ms [2021-05-11 17:24:35 main:574] : INFO : Epoch 1796 | loss: 0.0312345 | val_loss: 0.0312382 | Time: 4906.1 ms [2021-05-11 17:24:40 main:574] : INFO : Epoch 1797 | loss: 0.0312346 | val_loss: 0.0312356 | Time: 4891.46 ms [2021-05-11 17:24:45 main:574] : INFO : Epoch 1798 | loss: 0.0312344 | val_loss: 0.0312355 | Time: 4887.46 ms [2021-05-11 17:24:49 main:574] : INFO : Epoch 1799 | loss: 0.0312356 | val_loss: 0.0312362 | Time: 4830.33 ms [2021-05-11 17:24:55 main:574] : INFO : Epoch 1800 | loss: 0.0312346 | val_loss: 0.0312381 | Time: 4965.41 ms [2021-05-11 17:24:59 main:574] : INFO : Epoch 1801 | loss: 0.0312353 | val_loss: 0.0312362 | Time: 4888.68 ms [2021-05-11 17:25:04 main:574] : INFO : Epoch 1802 | loss: 0.0312347 | val_loss: 0.0312373 | Time: 4901.29 ms [2021-05-11 17:25:09 main:574] : INFO : Epoch 1803 | loss: 0.0312351 | val_loss: 0.0312358 | Time: 4942.63 ms [2021-05-11 17:25:14 main:574] : INFO : Epoch 1804 | loss: 0.0312358 | val_loss: 0.0312357 | Time: 4883.51 ms [2021-05-11 17:25:19 main:574] : INFO : Epoch 1805 | loss: 0.0312348 | val_loss: 0.0312402 | Time: 4899.06 ms [2021-05-11 17:25:24 main:574] : INFO : Epoch 1806 | loss: 0.0312357 | val_loss: 0.0312384 | Time: 4886.77 ms [2021-05-11 17:25:29 main:574] : INFO : Epoch 1807 | loss: 0.0312352 | val_loss: 0.0312362 | Time: 4983.36 ms [2021-05-11 17:25:34 main:574] : INFO : Epoch 1808 | loss: 0.0312348 | val_loss: 0.0312375 | Time: 4745.87 ms [2021-05-11 17:25:39 main:574] : INFO : Epoch 1809 | loss: 0.0312358 | val_loss: 0.0312361 | Time: 5026.91 ms [2021-05-11 17:25:44 main:574] : INFO : Epoch 1810 | loss: 0.0312357 | val_loss: 0.0312371 | Time: 4878.06 ms [2021-05-11 17:25:49 main:574] : INFO : Epoch 1811 | loss: 0.031236 | val_loss: 0.0312437 | Time: 4791.32 ms [2021-05-11 17:25:54 main:574] : INFO : Epoch 1812 | loss: 0.0312383 | val_loss: 0.0312356 | Time: 5081.64 ms [2021-05-11 17:26:00 main:574] : INFO : Epoch 1813 | loss: 0.0312341 | val_loss: 0.031236 | Time: 5572.95 ms [2021-05-11 17:26:05 main:574] : INFO : Epoch 1814 | loss: 0.0312347 | val_loss: 0.0312417 | Time: 5010.94 ms [2021-05-11 17:26:10 main:574] : INFO : Epoch 1815 | loss: 0.0312351 | val_loss: 0.0312365 | Time: 4881.84 ms [2021-05-11 17:26:15 main:574] : INFO : Epoch 1816 | loss: 0.0312356 | val_loss: 0.0312357 | Time: 4961.29 ms [2021-05-11 17:26:20 main:574] : INFO : Epoch 1817 | loss: 0.0312361 | val_loss: 0.0312401 | Time: 5061.34 ms [2021-05-11 17:26:25 main:574] : INFO : Epoch 1818 | loss: 0.0312367 | val_loss: 0.0312376 | Time: 4934.7 ms [2021-05-11 17:26:30 main:574] : INFO : Epoch 1819 | loss: 0.0312362 | val_loss: 0.0312389 | Time: 4942.46 ms [2021-05-11 17:26:35 main:574] : INFO : Epoch 1820 | loss: 0.0312344 | val_loss: 0.0312362 | Time: 4714.57 ms [2021-05-11 17:26:39 main:574] : INFO : Epoch 1821 | loss: 0.0312342 | val_loss: 0.0312357 | Time: 4872.7 ms [2021-05-11 17:26:45 main:574] : INFO : Epoch 1822 | loss: 0.0312358 | val_loss: 0.0312374 | Time: 5008.61 ms [2021-05-11 17:26:50 main:574] : INFO : Epoch 1823 | loss: 0.0312353 | val_loss: 0.0312357 | Time: 4905.1 ms [2021-05-11 17:26:54 main:574] : INFO : Epoch 1824 | loss: 0.0312363 | val_loss: 0.0312392 | Time: 4843.69 ms [2021-05-11 17:27:00 main:574] : INFO : Epoch 1825 | loss: 0.0312372 | val_loss: 0.0312362 | Time: 5147.34 ms [2021-05-11 17:27:05 main:574] : INFO : Epoch 1826 | loss: 0.0312357 | val_loss: 0.031238 | Time: 5050.14 ms [2021-05-11 17:27:10 main:574] : INFO : Epoch 1827 | loss: 0.0312363 | val_loss: 0.0312354 | Time: 4825.19 ms [2021-05-11 17:27:15 main:574] : INFO : Epoch 1828 | loss: 0.0312358 | val_loss: 0.0312423 | Time: 4934.75 ms [2021-05-11 17:27:20 main:574] : INFO : Epoch 1829 | loss: 0.0312391 | val_loss: 0.0312395 | Time: 4919.16 ms [2021-05-11 17:27:25 main:574] : INFO : Epoch 1830 | loss: 0.0312371 | val_loss: 0.0312381 | Time: 4897.46 ms [2021-05-11 17:27:29 main:574] : INFO : Epoch 1831 | loss: 0.031235 | val_loss: 0.031236 | Time: 4751.24 ms [2021-05-11 17:27:34 main:574] : INFO : Epoch 1832 | loss: 0.0312343 | val_loss: 0.031237 | Time: 4819.88 ms [2021-05-11 17:27:39 main:574] : INFO : Epoch 1833 | loss: 0.0312354 | val_loss: 0.031236 | Time: 4894.54 ms [2021-05-11 17:27:44 main:574] : INFO : Epoch 1834 | loss: 0.0312356 | val_loss: 0.0312367 | Time: 4859.03 ms [2021-05-11 17:27:49 main:574] : INFO : Epoch 1835 | loss: 0.0312348 | val_loss: 0.0312356 | Time: 4898.01 ms [2021-05-11 17:27:54 main:574] : INFO : Epoch 1836 | loss: 0.0312344 | val_loss: 0.0312367 | Time: 4921.56 ms [2021-05-11 17:27:59 main:574] : INFO : Epoch 1837 | loss: 0.0312357 | val_loss: 0.0312387 | Time: 5032.43 ms [2021-05-11 17:28:04 main:574] : INFO : Epoch 1838 | loss: 0.031238 | val_loss: 0.0312359 | Time: 4921.8 ms [2021-05-11 17:28:09 main:574] : INFO : Epoch 1839 | loss: 0.0312374 | val_loss: 0.0312367 | Time: 5006.63 ms [2021-05-11 17:28:14 main:574] : INFO : Epoch 1840 | loss: 0.0312383 | val_loss: 0.0312446 | Time: 4992.83 ms [2021-05-11 17:28:19 main:574] : INFO : Epoch 1841 | loss: 0.0312378 | val_loss: 0.0312439 | Time: 4962.69 ms [2021-05-11 17:28:24 main:574] : INFO : Epoch 1842 | loss: 0.031239 | val_loss: 0.0312483 | Time: 4981.72 ms [2021-05-11 17:28:29 main:574] : INFO : Epoch 1843 | loss: 0.0312384 | val_loss: 0.0312378 | Time: 4802.57 ms [2021-05-11 17:28:34 main:574] : INFO : Epoch 1844 | loss: 0.0312392 | val_loss: 0.0312364 | Time: 4881.59 ms [2021-05-11 17:28:39 main:574] : INFO : Epoch 1845 | loss: 0.0312363 | val_loss: 0.0312361 | Time: 4900.06 ms [2021-05-11 17:28:44 main:574] : INFO : Epoch 1846 | loss: 0.0312377 | val_loss: 0.0312389 | Time: 4907.2 ms [2021-05-11 17:28:49 main:574] : INFO : Epoch 1847 | loss: 0.0312356 | val_loss: 0.0312382 | Time: 4868.25 ms [2021-05-11 17:28:54 main:574] : INFO : Epoch 1848 | loss: 0.0312369 | val_loss: 0.0312374 | Time: 4876.71 ms [2021-05-11 17:28:59 main:574] : INFO : Epoch 1849 | loss: 0.0312353 | val_loss: 0.0312391 | Time: 4924.29 ms [2021-05-11 17:29:04 main:574] : INFO : Epoch 1850 | loss: 0.0312372 | val_loss: 0.0312358 | Time: 4866.21 ms [2021-05-11 17:29:09 main:574] : INFO : Epoch 1851 | loss: 0.0312372 | val_loss: 0.0312382 | Time: 4868.23 ms [2021-05-11 17:29:14 main:574] : INFO : Epoch 1852 | loss: 0.0312353 | val_loss: 0.0312356 | Time: 4978.29 ms [2021-05-11 17:29:19 main:574] : INFO : Epoch 1853 | loss: 0.0312364 | val_loss: 0.0312392 | Time: 4889.74 ms [2021-05-11 17:29:24 main:574] : INFO : Epoch 1854 | loss: 0.0312359 | val_loss: 0.0312367 | Time: 4874.69 ms [2021-05-11 17:29:29 main:574] : INFO : Epoch 1855 | loss: 0.0312358 | val_loss: 0.031236 | Time: 4842.25 ms [2021-05-11 17:29:34 main:574] : INFO : Epoch 1856 | loss: 0.0312345 | val_loss: 0.0312357 | Time: 4968.61 ms [2021-05-11 17:29:39 main:574] : INFO : Epoch 1857 | loss: 0.031235 | val_loss: 0.031238 | Time: 5024.74 ms [2021-05-11 17:29:44 main:574] : INFO : Epoch 1858 | loss: 0.0312355 | val_loss: 0.0312381 | Time: 4873.64 ms [2021-05-11 17:29:49 main:574] : INFO : Epoch 1859 | loss: 0.0312367 | val_loss: 0.0312365 | Time: 4846.98 ms [2021-05-11 17:29:54 main:574] : INFO : Epoch 1860 | loss: 0.031236 | val_loss: 0.0312383 | Time: 5055.78 ms [2021-05-11 17:29:59 main:574] : INFO : Epoch 1861 | loss: 0.0312356 | val_loss: 0.0312357 | Time: 5017.05 ms [2021-05-11 17:30:04 main:574] : INFO : Epoch 1862 | loss: 0.0312353 | val_loss: 0.0312371 | Time: 4864.13 ms [2021-05-11 17:30:09 main:574] : INFO : Epoch 1863 | loss: 0.0312361 | val_loss: 0.0312394 | Time: 4761.84 ms [2021-05-11 17:30:14 main:574] : INFO : Epoch 1864 | loss: 0.0312357 | val_loss: 0.0312357 | Time: 4986.72 ms [2021-05-11 17:30:18 main:574] : INFO : Epoch 1865 | loss: 0.0312348 | val_loss: 0.0312359 | Time: 4864.01 ms [2021-05-11 17:30:23 main:574] : INFO : Epoch 1866 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 4969.73 ms [2021-05-11 17:30:29 main:574] : INFO : Epoch 1867 | loss: 0.0312369 | val_loss: 0.0312359 | Time: 4870.27 ms [2021-05-11 17:30:34 main:574] : INFO : Epoch 1868 | loss: 0.0312355 | val_loss: 0.0312355 | Time: 4921.58 ms [2021-05-11 17:30:39 main:574] : INFO : Epoch 1869 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 5065 ms [2021-05-11 17:30:44 main:574] : INFO : Epoch 1870 | loss: 0.0312343 | val_loss: 0.0312365 | Time: 5213.39 ms [2021-05-11 17:30:49 main:574] : INFO : Epoch 1871 | loss: 0.0312346 | val_loss: 0.0312369 | Time: 4798.85 ms [2021-05-11 17:30:54 main:574] : INFO : Epoch 1872 | loss: 0.0312371 | val_loss: 0.0312394 | Time: 5113.22 ms [2021-05-11 17:30:59 main:574] : INFO : Epoch 1873 | loss: 0.0312403 | val_loss: 0.0312462 | Time: 4846.42 ms [2021-05-11 17:31:04 main:574] : INFO : Epoch 1874 | loss: 0.0312384 | val_loss: 0.031239 | Time: 4729 ms [2021-05-11 17:31:09 main:574] : INFO : Epoch 1875 | loss: 0.0312409 | val_loss: 0.0312368 | Time: 4947.59 ms [2021-05-11 17:31:13 main:574] : INFO : Epoch 1876 | loss: 0.0312354 | val_loss: 0.0312387 | Time: 4902.78 ms [2021-05-11 17:31:18 main:574] : INFO : Epoch 1877 | loss: 0.031239 | val_loss: 0.0312398 | Time: 4911.96 ms [2021-05-11 17:31:24 main:574] : INFO : Epoch 1878 | loss: 0.0312425 | val_loss: 0.0312377 | Time: 4994.08 ms [2021-05-11 17:31:28 main:574] : INFO : Epoch 1879 | loss: 0.0312382 | val_loss: 0.0312366 | Time: 4818.69 ms [2021-05-11 17:31:33 main:574] : INFO : Epoch 1880 | loss: 0.0312374 | val_loss: 0.031237 | Time: 4859.64 ms [2021-05-11 17:31:38 main:574] : INFO : Epoch 1881 | loss: 0.0312347 | val_loss: 0.031236 | Time: 4705.39 ms [2021-05-11 17:31:43 main:574] : INFO : Epoch 1882 | loss: 0.0312346 | val_loss: 0.0312371 | Time: 4926.73 ms [2021-05-11 17:31:48 main:574] : INFO : Epoch 1883 | loss: 0.0312365 | val_loss: 0.0312463 | Time: 4942.11 ms [2021-05-11 17:31:53 main:574] : INFO : Epoch 1884 | loss: 0.0312405 | val_loss: 0.0312439 | Time: 4906.09 ms [2021-05-11 17:31:58 main:574] : INFO : Epoch 1885 | loss: 0.0312398 | val_loss: 0.031241 | Time: 4848.63 ms [2021-05-11 17:32:03 main:574] : INFO : Epoch 1886 | loss: 0.0312349 | val_loss: 0.0312355 | Time: 4855.86 ms [2021-05-11 17:32:08 main:574] : INFO : Epoch 1887 | loss: 0.0312337 | val_loss: 0.0312354 | Time: 4824.18 ms [2021-05-11 17:32:13 main:574] : INFO : Epoch 1888 | loss: 0.0312347 | val_loss: 0.0312372 | Time: 4805.3 ms [2021-05-11 17:32:18 main:574] : INFO : Epoch 1889 | loss: 0.031234 | val_loss: 0.0312353 | Time: 4853.44 ms [2021-05-11 17:32:22 main:574] : INFO : Epoch 1890 | loss: 0.0312347 | val_loss: 0.0312372 | Time: 4784.15 ms [2021-05-11 17:32:27 main:574] : INFO : Epoch 1891 | loss: 0.0312368 | val_loss: 0.0312396 | Time: 4854.85 ms [2021-05-11 17:32:32 main:574] : INFO : Epoch 1892 | loss: 0.0312356 | val_loss: 0.0312373 | Time: 4881.95 ms [2021-05-11 17:32:37 main:574] : INFO : Epoch 1893 | loss: 0.0312385 | val_loss: 0.0312385 | Time: 4916.79 ms [2021-05-11 17:32:42 main:574] : INFO : Epoch 1894 | loss: 0.0312354 | val_loss: 0.0312385 | Time: 4667.69 ms [2021-05-11 17:32:47 main:574] : INFO : Epoch 1895 | loss: 0.0312353 | val_loss: 0.031237 | Time: 4992.81 ms [2021-05-11 17:32:52 main:574] : INFO : Epoch 1896 | loss: 0.0312355 | val_loss: 0.0312361 | Time: 4903.63 ms [2021-05-11 17:32:57 main:574] : INFO : Epoch 1897 | loss: 0.0312354 | val_loss: 0.03124 | Time: 4756.15 ms [2021-05-11 17:33:02 main:574] : INFO : Epoch 1898 | loss: 0.0312361 | val_loss: 0.0312391 | Time: 4858.15 ms [2021-05-11 17:33:07 main:574] : INFO : Epoch 1899 | loss: 0.0312395 | val_loss: 0.0312432 | Time: 4745.98 ms [2021-05-11 17:33:12 main:574] : INFO : Epoch 1900 | loss: 0.0312362 | val_loss: 0.031238 | Time: 4992.49 ms [2021-05-11 17:33:17 main:574] : INFO : Epoch 1901 | loss: 0.0312363 | val_loss: 0.0312425 | Time: 4844.55 ms [2021-05-11 17:33:21 main:574] : INFO : Epoch 1902 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 4832.94 ms [2021-05-11 17:33:26 main:574] : INFO : Epoch 1903 | loss: 0.0312342 | val_loss: 0.0312374 | Time: 4877.07 ms [2021-05-11 17:33:31 main:574] : INFO : Epoch 1904 | loss: 0.031234 | val_loss: 0.0312363 | Time: 4939.77 ms [2021-05-11 17:33:36 main:574] : INFO : Epoch 1905 | loss: 0.0312368 | val_loss: 0.03124 | Time: 4961.77 ms [2021-05-11 17:33:41 main:574] : INFO : Epoch 1906 | loss: 0.0312375 | val_loss: 0.0312377 | Time: 4976.61 ms [2021-05-11 17:33:47 main:574] : INFO : Epoch 1907 | loss: 0.0312371 | val_loss: 0.031237 | Time: 5073.16 ms [2021-05-11 17:33:52 main:574] : INFO : Epoch 1908 | loss: 0.0312355 | val_loss: 0.0312367 | Time: 5101.03 ms [2021-05-11 17:33:57 main:574] : INFO : Epoch 1909 | loss: 0.0312369 | val_loss: 0.0312356 | Time: 4920.85 ms [2021-05-11 17:34:02 main:574] : INFO : Epoch 1910 | loss: 0.0312354 | val_loss: 0.0312364 | Time: 4810.06 ms [2021-05-11 17:34:06 main:574] : INFO : Epoch 1911 | loss: 0.0312355 | val_loss: 0.0312379 | Time: 4848.56 ms [2021-05-11 17:34:11 main:574] : INFO : Epoch 1912 | loss: 0.0312371 | val_loss: 0.0312385 | Time: 4833.92 ms [2021-05-11 17:34:16 main:574] : INFO : Epoch 1913 | loss: 0.031239 | val_loss: 0.0312368 | Time: 4783.16 ms [2021-05-11 17:34:21 main:574] : INFO : Epoch 1914 | loss: 0.0312368 | val_loss: 0.0312371 | Time: 4909.04 ms [2021-05-11 17:34:26 main:574] : INFO : Epoch 1915 | loss: 0.0312371 | val_loss: 0.0312373 | Time: 4893.85 ms [2021-05-11 17:34:31 main:574] : INFO : Epoch 1916 | loss: 0.0312387 | val_loss: 0.0312405 | Time: 4826.07 ms [2021-05-11 17:34:36 main:574] : INFO : Epoch 1917 | loss: 0.0312359 | val_loss: 0.0312375 | Time: 4814.53 ms [2021-05-11 17:34:41 main:574] : INFO : Epoch 1918 | loss: 0.0312353 | val_loss: 0.0312365 | Time: 4945.3 ms [2021-05-11 17:34:46 main:574] : INFO : Epoch 1919 | loss: 0.0312343 | val_loss: 0.031236 | Time: 4937.67 ms [2021-05-11 17:34:51 main:574] : INFO : Epoch 1920 | loss: 0.0312353 | val_loss: 0.0312356 | Time: 4913.96 ms [2021-05-11 17:34:56 main:574] : INFO : Epoch 1921 | loss: 0.0312356 | val_loss: 0.0312369 | Time: 4878.95 ms [2021-05-11 17:35:01 main:574] : INFO : Epoch 1922 | loss: 0.0312365 | val_loss: 0.0312368 | Time: 4968.76 ms [2021-05-11 17:35:06 main:574] : INFO : Epoch 1923 | loss: 0.0312348 | val_loss: 0.0312366 | Time: 4852.45 ms [2021-05-11 17:35:11 main:574] : INFO : Epoch 1924 | loss: 0.0312343 | val_loss: 0.031237 | Time: 4999.56 ms [2021-05-11 17:35:16 main:574] : INFO : Epoch 1925 | loss: 0.0312361 | val_loss: 0.031236 | Time: 5006.28 ms [2021-05-11 17:35:21 main:574] : INFO : Epoch 1926 | loss: 0.0312361 | val_loss: 0.031242 | Time: 4849.9 ms [2021-05-11 17:35:26 main:574] : INFO : Epoch 1927 | loss: 0.0312406 | val_loss: 0.0312391 | Time: 4831.35 ms [2021-05-11 17:35:30 main:574] : INFO : Epoch 1928 | loss: 0.0312377 | val_loss: 0.0312366 | Time: 4818.15 ms [2021-05-11 17:35:35 main:574] : INFO : Epoch 1929 | loss: 0.0312368 | val_loss: 0.0312359 | Time: 4871.68 ms [2021-05-11 17:35:40 main:574] : INFO : Epoch 1930 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 4840.74 ms [2021-05-11 17:35:45 main:574] : INFO : Epoch 1931 | loss: 0.0312361 | val_loss: 0.0312362 | Time: 4987.74 ms [2021-05-11 17:35:50 main:574] : INFO : Epoch 1932 | loss: 0.0312387 | val_loss: 0.0312361 | Time: 5126.29 ms [2021-05-11 17:35:56 main:574] : INFO : Epoch 1933 | loss: 0.031235 | val_loss: 0.0312453 | Time: 4885.97 ms [2021-05-11 17:36:01 main:574] : INFO : Epoch 1934 | loss: 0.0312379 | val_loss: 0.0312354 | Time: 4995.84 ms [2021-05-11 17:36:06 main:574] : INFO : Epoch 1935 | loss: 0.0312371 | val_loss: 0.0312363 | Time: 4968.58 ms [2021-05-11 17:36:11 main:574] : INFO : Epoch 1936 | loss: 0.0312354 | val_loss: 0.0312396 | Time: 4934 ms [2021-05-11 17:36:16 main:574] : INFO : Epoch 1937 | loss: 0.0312357 | val_loss: 0.0312356 | Time: 5214.08 ms [2021-05-11 17:36:21 main:574] : INFO : Epoch 1938 | loss: 0.0312375 | val_loss: 0.0312383 | Time: 5127.82 ms [2021-05-11 17:36:26 main:574] : INFO : Epoch 1939 | loss: 0.0312349 | val_loss: 0.0312398 | Time: 5049.4 ms [2021-05-11 17:36:31 main:574] : INFO : Epoch 1940 | loss: 0.031236 | val_loss: 0.0312373 | Time: 4975.6 ms [2021-05-11 17:36:36 main:574] : INFO : Epoch 1941 | loss: 0.0312355 | val_loss: 0.0312394 | Time: 4727.85 ms [2021-05-11 17:36:41 main:574] : INFO : Epoch 1942 | loss: 0.0312349 | val_loss: 0.0312382 | Time: 4954.89 ms [2021-05-11 17:36:46 main:574] : INFO : Epoch 1943 | loss: 0.0312372 | val_loss: 0.0312356 | Time: 4855.97 ms [2021-05-11 17:36:51 main:574] : INFO : Epoch 1944 | loss: 0.0312357 | val_loss: 0.0312387 | Time: 4856.15 ms [2021-05-11 17:36:56 main:574] : INFO : Epoch 1945 | loss: 0.0312368 | val_loss: 0.0312369 | Time: 4834.28 ms [2021-05-11 17:37:01 main:574] : INFO : Epoch 1946 | loss: 0.0312363 | val_loss: 0.0312409 | Time: 4831.59 ms [2021-05-11 17:37:05 main:574] : INFO : Epoch 1947 | loss: 0.0312345 | val_loss: 0.0312356 | Time: 4798.17 ms [2021-05-11 17:37:10 main:574] : INFO : Epoch 1948 | loss: 0.0312346 | val_loss: 0.0312375 | Time: 4775.25 ms [2021-05-11 17:37:15 main:574] : INFO : Epoch 1949 | loss: 0.0312367 | val_loss: 0.0312399 | Time: 4741.74 ms [2021-05-11 17:37:20 main:574] : INFO : Epoch 1950 | loss: 0.0312355 | val_loss: 0.0312381 | Time: 4942.1 ms [2021-05-11 17:37:25 main:574] : INFO : Epoch 1951 | loss: 0.0312371 | val_loss: 0.0312386 | Time: 4831.16 ms [2021-05-11 17:37:30 main:574] : INFO : Epoch 1952 | loss: 0.0312362 | val_loss: 0.0312381 | Time: 4735.77 ms [2021-05-11 17:37:35 main:574] : INFO : Epoch 1953 | loss: 0.0312365 | val_loss: 0.0312358 | Time: 4764.03 ms [2021-05-11 17:37:40 main:574] : INFO : Epoch 1954 | loss: 0.0312346 | val_loss: 0.0312376 | Time: 4970.6 ms [2021-05-11 17:37:44 main:574] : INFO : Epoch 1955 | loss: 0.0312355 | val_loss: 0.0312359 | Time: 4852.97 ms [2021-05-11 17:37:49 main:574] : INFO : Epoch 1956 | loss: 0.0312352 | val_loss: 0.0312355 | Time: 4828.36 ms [2021-05-11 17:37:54 main:574] : INFO : Epoch 1957 | loss: 0.0312346 | val_loss: 0.0312361 | Time: 4896.78 ms [2021-05-11 17:37:59 main:574] : INFO : Epoch 1958 | loss: 0.0312341 | val_loss: 0.0312355 | Time: 4934.95 ms [2021-05-11 17:38:04 main:574] : INFO : Epoch 1959 | loss: 0.0312346 | val_loss: 0.0312384 | Time: 4721.99 ms [2021-05-11 17:38:09 main:574] : INFO : Epoch 1960 | loss: 0.0312365 | val_loss: 0.0312357 | Time: 4766.13 ms [2021-05-11 17:38:14 main:574] : INFO : Epoch 1961 | loss: 0.0312356 | val_loss: 0.0312382 | Time: 4760.76 ms [2021-05-11 17:38:19 main:574] : INFO : Epoch 1962 | loss: 0.0312352 | val_loss: 0.0312358 | Time: 4935.94 ms [2021-05-11 17:38:24 main:574] : INFO : Epoch 1963 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 4858.64 ms [2021-05-11 17:38:29 main:574] : INFO : Epoch 1964 | loss: 0.0312376 | val_loss: 0.0312406 | Time: 4915.49 ms [2021-05-11 17:38:34 main:574] : INFO : Epoch 1965 | loss: 0.0312361 | val_loss: 0.0312392 | Time: 4929.49 ms [2021-05-11 17:38:38 main:574] : INFO : Epoch 1966 | loss: 0.0312357 | val_loss: 0.0312368 | Time: 4864.49 ms [2021-05-11 17:38:43 main:574] : INFO : Epoch 1967 | loss: 0.0312347 | val_loss: 0.0312361 | Time: 4912.39 ms [2021-05-11 17:38:48 main:574] : INFO : Epoch 1968 | loss: 0.0312354 | val_loss: 0.0312364 | Time: 4909.49 ms [2021-05-11 17:38:53 main:574] : INFO : Epoch 1969 | loss: 0.0312362 | val_loss: 0.0312403 | Time: 4849.2 ms [2021-05-11 17:38:58 main:574] : INFO : Epoch 1970 | loss: 0.0312362 | val_loss: 0.031237 | Time: 4977.39 ms [2021-05-11 17:39:03 main:574] : INFO : Epoch 1971 | loss: 0.0312348 | val_loss: 0.0312359 | Time: 4841.02 ms [2021-05-11 17:39:08 main:574] : INFO : Epoch 1972 | loss: 0.0312359 | val_loss: 0.0312362 | Time: 4911.58 ms [2021-05-11 17:39:13 main:574] : INFO : Epoch 1973 | loss: 0.0312343 | val_loss: 0.0312353 | Time: 4803.4 ms [2021-05-11 17:39:18 main:574] : INFO : Epoch 1974 | loss: 0.031235 | val_loss: 0.0312368 | Time: 4836.9 ms [2021-05-11 17:39:23 main:574] : INFO : Epoch 1975 | loss: 0.0312346 | val_loss: 0.0312372 | Time: 4903.57 ms [2021-05-11 17:39:28 main:574] : INFO : Epoch 1976 | loss: 0.0312363 | val_loss: 0.0312362 | Time: 4961.33 ms [2021-05-11 17:39:33 main:574] : INFO : Epoch 1977 | loss: 0.0312355 | val_loss: 0.0312356 | Time: 5100.43 ms [2021-05-11 17:39:38 main:574] : INFO : Epoch 1978 | loss: 0.0312354 | val_loss: 0.0312358 | Time: 4948.26 ms [2021-05-11 17:39:43 main:574] : INFO : Epoch 1979 | loss: 0.0312343 | val_loss: 0.0312401 | Time: 4722.25 ms [2021-05-11 17:39:48 main:574] : INFO : Epoch 1980 | loss: 0.0312378 | val_loss: 0.031236 | Time: 4924.54 ms [2021-05-11 17:39:53 main:574] : INFO : Epoch 1981 | loss: 0.0312361 | val_loss: 0.0312363 | Time: 4908.33 ms [2021-05-11 17:39:58 main:574] : INFO : Epoch 1982 | loss: 0.0312361 | val_loss: 0.0312375 | Time: 4876.24 ms [2021-05-11 17:40:03 main:574] : INFO : Epoch 1983 | loss: 0.0312359 | val_loss: 0.0312406 | Time: 4878.68 ms [2021-05-11 17:40:08 main:574] : INFO : Epoch 1984 | loss: 0.0312369 | val_loss: 0.031236 | Time: 4854.46 ms [2021-05-11 17:40:13 main:574] : INFO : Epoch 1985 | loss: 0.031237 | val_loss: 0.0312368 | Time: 4835.83 ms [2021-05-11 17:40:17 main:574] : INFO : Epoch 1986 | loss: 0.0312354 | val_loss: 0.0312377 | Time: 4849.49 ms [2021-05-11 17:40:22 main:574] : INFO : Epoch 1987 | loss: 0.0312359 | val_loss: 0.0312416 | Time: 4964.89 ms [2021-05-11 17:40:27 main:574] : INFO : Epoch 1988 | loss: 0.0312389 | val_loss: 0.0312403 | Time: 4967.14 ms [2021-05-11 17:40:32 main:574] : INFO : Epoch 1989 | loss: 0.0312353 | val_loss: 0.0312374 | Time: 4776.19 ms [2021-05-11 17:40:37 main:574] : INFO : Epoch 1990 | loss: 0.0312379 | val_loss: 0.0312387 | Time: 4844.26 ms [2021-05-11 17:40:42 main:574] : INFO : Epoch 1991 | loss: 0.0312359 | val_loss: 0.0312377 | Time: 4853.34 ms [2021-05-11 17:40:47 main:574] : INFO : Epoch 1992 | loss: 0.0312357 | val_loss: 0.0312372 | Time: 4996.06 ms [2021-05-11 17:40:52 main:574] : INFO : Epoch 1993 | loss: 0.0312352 | val_loss: 0.0312381 | Time: 4849.4 ms [2021-05-11 17:40:58 main:574] : INFO : Epoch 1994 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 5463.09 ms [2021-05-11 17:41:03 main:574] : INFO : Epoch 1995 | loss: 0.0312368 | val_loss: 0.0312371 | Time: 4997.96 ms [2021-05-11 17:41:08 main:574] : INFO : Epoch 1996 | loss: 0.0312347 | val_loss: 0.0312364 | Time: 4896.08 ms [2021-05-11 17:41:13 main:574] : INFO : Epoch 1997 | loss: 0.0312348 | val_loss: 0.0312361 | Time: 4728.89 ms [2021-05-11 17:41:17 main:574] : INFO : Epoch 1998 | loss: 0.031234 | val_loss: 0.0312362 | Time: 4781.68 ms [2021-05-11 17:41:22 main:574] : INFO : Epoch 1999 | loss: 0.0312356 | val_loss: 0.0312357 | Time: 4873.66 ms [2021-05-11 17:41:27 main:574] : INFO : Epoch 2000 | loss: 0.031238 | val_loss: 0.0312356 | Time: 4956.55 ms [2021-05-11 17:41:33 main:574] : INFO : Epoch 2001 | loss: 0.0312362 | val_loss: 0.0312354 | Time: 5016.36 ms [2021-05-11 17:41:38 main:574] : INFO : Epoch 2002 | loss: 0.0312353 | val_loss: 0.0312382 | Time: 4916.05 ms [2021-05-11 17:41:42 main:574] : INFO : Epoch 2003 | loss: 0.031236 | val_loss: 0.0312375 | Time: 4795.49 ms [2021-05-11 17:41:47 main:574] : INFO : Epoch 2004 | loss: 0.0312351 | val_loss: 0.0312377 | Time: 5056.31 ms [2021-05-11 17:41:53 main:574] : INFO : Epoch 2005 | loss: 0.0312367 | val_loss: 0.0312428 | Time: 5009.42 ms [2021-05-11 17:41:58 main:574] : INFO : Epoch 2006 | loss: 0.0312363 | val_loss: 0.0312356 | Time: 5085.83 ms [2021-05-11 17:42:03 main:574] : INFO : Epoch 2007 | loss: 0.0312343 | val_loss: 0.0312381 | Time: 4902.94 ms [2021-05-11 17:42:08 main:574] : INFO : Epoch 2008 | loss: 0.0312344 | val_loss: 0.0312377 | Time: 5066.63 ms [2021-05-11 17:42:13 main:574] : INFO : Epoch 2009 | loss: 0.0312346 | val_loss: 0.0312359 | Time: 4902.43 ms [2021-05-11 17:42:17 main:574] : INFO : Epoch 2010 | loss: 0.0312355 | val_loss: 0.0312388 | Time: 4680.88 ms [2021-05-11 17:42:22 main:574] : INFO : Epoch 2011 | loss: 0.0312351 | val_loss: 0.0312357 | Time: 4915.59 ms [2021-05-11 17:42:27 main:574] : INFO : Epoch 2012 | loss: 0.0312359 | val_loss: 0.0312373 | Time: 4913.28 ms [2021-05-11 17:42:32 main:574] : INFO : Epoch 2013 | loss: 0.031235 | val_loss: 0.0312355 | Time: 4883.28 ms [2021-05-11 17:42:37 main:574] : INFO : Epoch 2014 | loss: 0.0312356 | val_loss: 0.0312376 | Time: 4692.78 ms [2021-05-11 17:42:42 main:574] : INFO : Epoch 2015 | loss: 0.0312353 | val_loss: 0.0312364 | Time: 4792.87 ms [2021-05-11 17:42:47 main:574] : INFO : Epoch 2016 | loss: 0.0312354 | val_loss: 0.0312365 | Time: 4834.06 ms [2021-05-11 17:42:52 main:574] : INFO : Epoch 2017 | loss: 0.0312347 | val_loss: 0.0312358 | Time: 4975.23 ms [2021-05-11 17:42:57 main:574] : INFO : Epoch 2018 | loss: 0.0312351 | val_loss: 0.0312363 | Time: 5046.31 ms [2021-05-11 17:43:02 main:574] : INFO : Epoch 2019 | loss: 0.031235 | val_loss: 0.0312379 | Time: 4953.2 ms [2021-05-11 17:43:07 main:574] : INFO : Epoch 2020 | loss: 0.0312346 | val_loss: 0.0312376 | Time: 4988.94 ms [2021-05-11 17:43:12 main:574] : INFO : Epoch 2021 | loss: 0.0312356 | val_loss: 0.0312367 | Time: 4973.11 ms [2021-05-11 17:43:17 main:574] : INFO : Epoch 2022 | loss: 0.0312346 | val_loss: 0.0312377 | Time: 4904.39 ms [2021-05-11 17:43:22 main:574] : INFO : Epoch 2023 | loss: 0.0312352 | val_loss: 0.0312354 | Time: 4879.7 ms [2021-05-11 17:43:27 main:574] : INFO : Epoch 2024 | loss: 0.0312354 | val_loss: 0.0312363 | Time: 4804.94 ms [2021-05-11 17:43:32 main:574] : INFO : Epoch 2025 | loss: 0.0312374 | val_loss: 0.0312363 | Time: 4904.81 ms [2021-05-11 17:43:37 main:574] : INFO : Epoch 2026 | loss: 0.031236 | val_loss: 0.0312417 | Time: 4790.67 ms [2021-05-11 17:43:42 main:574] : INFO : Epoch 2027 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 4771.03 ms [2021-05-11 17:43:46 main:574] : INFO : Epoch 2028 | loss: 0.0312351 | val_loss: 0.0312364 | Time: 4738.63 ms [2021-05-11 17:43:51 main:574] : INFO : Epoch 2029 | loss: 0.0312351 | val_loss: 0.031241 | Time: 4906.35 ms [2021-05-11 17:43:56 main:574] : INFO : Epoch 2030 | loss: 0.0312352 | val_loss: 0.0312361 | Time: 4959.62 ms [2021-05-11 17:44:01 main:574] : INFO : Epoch 2031 | loss: 0.031236 | val_loss: 0.0312391 | Time: 4920.15 ms [2021-05-11 17:44:07 main:574] : INFO : Epoch 2032 | loss: 0.0312374 | val_loss: 0.0312389 | Time: 5100.13 ms [2021-05-11 17:44:12 main:574] : INFO : Epoch 2033 | loss: 0.0312363 | val_loss: 0.031236 | Time: 4908.02 ms [2021-05-11 17:44:17 main:574] : INFO : Epoch 2034 | loss: 0.0312351 | val_loss: 0.031238 | Time: 4842.81 ms [2021-05-11 17:44:22 main:574] : INFO : Epoch 2035 | loss: 0.031235 | val_loss: 0.0312374 | Time: 5003.44 ms [2021-05-11 17:44:26 main:574] : INFO : Epoch 2036 | loss: 0.031237 | val_loss: 0.0312357 | Time: 4767.41 ms [2021-05-11 17:44:31 main:574] : INFO : Epoch 2037 | loss: 0.031236 | val_loss: 0.0312359 | Time: 4847.01 ms [2021-05-11 17:44:36 main:574] : INFO : Epoch 2038 | loss: 0.0312348 | val_loss: 0.0312361 | Time: 4938.45 ms [2021-05-11 17:44:41 main:574] : INFO : Epoch 2039 | loss: 0.0312348 | val_loss: 0.0312365 | Time: 4821.28 ms [2021-05-11 17:44:46 main:574] : INFO : Epoch 2040 | loss: 0.0312359 | val_loss: 0.031238 | Time: 4851.01 ms [2021-05-11 17:44:51 main:574] : INFO : Epoch 2041 | loss: 0.0312359 | val_loss: 0.0312389 | Time: 4948.9 ms [2021-05-11 17:44:56 main:574] : INFO : Epoch 2042 | loss: 0.031236 | val_loss: 0.0312366 | Time: 4747.29 ms [2021-05-11 17:45:01 main:574] : INFO : Epoch 2043 | loss: 0.0312342 | val_loss: 0.0312358 | Time: 4836.43 ms [2021-05-11 17:45:06 main:574] : INFO : Epoch 2044 | loss: 0.0312346 | val_loss: 0.0312368 | Time: 4955.6 ms [2021-05-11 17:45:11 main:574] : INFO : Epoch 2045 | loss: 0.0312352 | val_loss: 0.0312378 | Time: 4857.18 ms [2021-05-11 17:45:16 main:574] : INFO : Epoch 2046 | loss: 0.0312347 | val_loss: 0.0312364 | Time: 4841.71 ms [2021-05-11 17:45:21 main:574] : INFO : Epoch 2047 | loss: 0.0312368 | val_loss: 0.0312401 | Time: 4905.6 ms [2021-05-11 17:45:25 main:574] : INFO : Epoch 2048 | loss: 0.0312359 | val_loss: 0.0312385 | Time: 4798.48 ms [2021-05-11 17:45:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312385 [2021-05-11 17:45:25 main:603] : INFO : Saving end state to config to file [2021-05-11 17:45:26 main:608] : INFO : Success, exiting.. 17:45:26 (13944): 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)