Task 7589184
| Name | ParityModified-1631729103-4594-2_0 |
| Workunit | 5245578 |
| Created | 25 Sep 2021, 17:54:31 UTC |
| Sent | 28 Sep 2021, 2:43:41 UTC |
| Report deadline | 5 Oct 2021, 2:43:41 UTC |
| Received | 28 Sep 2021, 10:03:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 48 min 24 sec |
| CPU time | 2 hours 36 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0312315 | val_loss: 0.0312332 | Time: 4689.96 ms [2021-09-28 12:20:59 main:574] : INFO : Epoch 1543 | loss: 0.0312321 | val_loss: 0.031234 | Time: 4907.96 ms [2021-09-28 12:21:04 main:574] : INFO : Epoch 1544 | loss: 0.0312316 | val_loss: 0.031233 | Time: 4773.93 ms [2021-09-28 12:21:09 main:574] : INFO : Epoch 1545 | loss: 0.0312315 | val_loss: 0.0312327 | Time: 4779.1 ms [2021-09-28 12:21:14 main:574] : INFO : Epoch 1546 | loss: 0.0312334 | val_loss: 0.0312343 | Time: 4635.34 ms [2021-09-28 12:21:18 main:574] : INFO : Epoch 1547 | loss: 0.0312327 | val_loss: 0.0312345 | Time: 4925.06 ms [2021-09-28 12:21:23 main:574] : INFO : Epoch 1548 | loss: 0.0312321 | val_loss: 0.0312339 | Time: 4858.01 ms [2021-09-28 12:21:28 main:574] : INFO : Epoch 1549 | loss: 0.0312319 | val_loss: 0.0312344 | Time: 4699.72 ms [2021-09-28 12:21:33 main:574] : INFO : Epoch 1550 | loss: 0.0312316 | val_loss: 0.0312384 | Time: 4840.11 ms [2021-09-28 12:21:38 main:574] : INFO : Epoch 1551 | loss: 0.0312345 | val_loss: 0.0312364 | Time: 4915.44 ms [2021-09-28 12:21:43 main:574] : INFO : Epoch 1552 | loss: 0.0312331 | val_loss: 0.0312336 | Time: 4747.06 ms [2021-09-28 12:21:48 main:574] : INFO : Epoch 1553 | loss: 0.0312318 | val_loss: 0.0312333 | Time: 5453.02 ms [2021-09-28 12:21:53 main:574] : INFO : Epoch 1554 | loss: 0.031233 | val_loss: 0.0312349 | Time: 4950.59 ms [2021-09-28 12:21:58 main:574] : INFO : Epoch 1555 | loss: 0.0312323 | val_loss: 0.0312354 | Time: 4809.73 ms [2021-09-28 12:22:03 main:574] : INFO : Epoch 1556 | loss: 0.0312325 | val_loss: 0.031234 | Time: 4784.34 ms [2021-09-28 12:22:07 main:574] : INFO : Epoch 1557 | loss: 0.0312326 | val_loss: 0.0312353 | Time: 4787.7 ms [2021-09-28 12:22:12 main:574] : INFO : Epoch 1558 | loss: 0.0312359 | val_loss: 0.0312363 | Time: 5015.17 ms [2021-09-28 12:22:17 main:574] : INFO : Epoch 1559 | loss: 0.0312324 | val_loss: 0.0312355 | Time: 4772.7 ms [2021-09-28 12:22:22 main:574] : INFO : Epoch 1560 | loss: 0.0312331 | val_loss: 0.0312329 | Time: 4859.14 ms [2021-09-28 12:22:27 main:574] : INFO : Epoch 1561 | loss: 0.0312321 | val_loss: 0.0312331 | Time: 4749.77 ms [2021-09-28 12:22:31 main:574] : INFO : Epoch 1562 | loss: 0.0312324 | val_loss: 0.0312333 | Time: 4416.61 ms [2021-09-28 12:22:37 main:574] : INFO : Epoch 1563 | loss: 0.0312321 | val_loss: 0.0312343 | Time: 5374.75 ms [2021-09-28 12:22:41 main:574] : INFO : Epoch 1564 | loss: 0.0312319 | val_loss: 0.0312354 | Time: 4905.34 ms [2021-09-28 12:22:46 main:574] : INFO : Epoch 1565 | loss: 0.0312321 | val_loss: 0.0312379 | Time: 4748.75 ms [2021-09-28 12:22:51 main:574] : INFO : Epoch 1566 | loss: 0.0312323 | val_loss: 0.0312338 | Time: 4948.14 ms [2021-09-28 12:22:56 main:574] : INFO : Epoch 1567 | loss: 0.0312348 | val_loss: 0.0312348 | Time: 5161.61 ms [2021-09-28 12:23:01 main:574] : INFO : Epoch 1568 | loss: 0.031232 | val_loss: 0.0312359 | Time: 5081.28 ms [2021-09-28 12:23:06 main:574] : INFO : Epoch 1569 | loss: 0.0312325 | val_loss: 0.0312329 | Time: 4832.98 ms [2021-09-28 12:23:11 main:574] : INFO : Epoch 1570 | loss: 0.031232 | val_loss: 0.0312329 | Time: 4723.52 ms [2021-09-28 12:23:16 main:574] : INFO : Epoch 1571 | loss: 0.0312332 | val_loss: 0.0312342 | Time: 4740.21 ms [2021-09-28 12:23:21 main:574] : INFO : Epoch 1572 | loss: 0.0312325 | val_loss: 0.031239 | Time: 4894.45 ms [2021-09-28 12:23:25 main:574] : INFO : Epoch 1573 | loss: 0.031234 | val_loss: 0.0312367 | Time: 4873.85 ms [2021-09-28 12:23:30 main:574] : INFO : Epoch 1574 | loss: 0.0312335 | val_loss: 0.0312344 | Time: 4742.99 ms [2021-09-28 12:23:35 main:574] : INFO : Epoch 1575 | loss: 0.0312342 | val_loss: 0.0312482 | Time: 4653.12 ms [2021-09-28 12:23:40 main:574] : INFO : Epoch 1576 | loss: 0.0312368 | val_loss: 0.0312358 | Time: 4770.5 ms [2021-09-28 12:23:45 main:574] : INFO : Epoch 1577 | loss: 0.0312333 | val_loss: 0.0312341 | Time: 4843.13 ms [2021-09-28 12:23:50 main:574] : INFO : Epoch 1578 | loss: 0.0312324 | val_loss: 0.0312363 | Time: 5082.54 ms [2021-09-28 12:23:54 main:574] : INFO : Epoch 1579 | loss: 0.0312333 | val_loss: 0.0312345 | Time: 4834.32 ms [2021-09-28 12:24:00 main:574] : INFO : Epoch 1580 | loss: 0.031232 | val_loss: 0.0312334 | Time: 5198.06 ms [2021-09-28 12:24:05 main:574] : INFO : Epoch 1581 | loss: 0.0312322 | val_loss: 0.0312374 | Time: 4856.91 ms [2021-09-28 12:24:09 main:574] : INFO : Epoch 1582 | loss: 0.0312362 | val_loss: 0.0312379 | Time: 4883.86 ms [2021-09-28 12:24:14 main:574] : INFO : Epoch 1583 | loss: 0.0312342 | val_loss: 0.0312379 | Time: 4790.7 ms [2021-09-28 12:24:19 main:574] : INFO : Epoch 1584 | loss: 0.0312352 | val_loss: 0.0312367 | Time: 4758.78 ms [2021-09-28 12:24:24 main:574] : INFO : Epoch 1585 | loss: 0.0312326 | val_loss: 0.0312335 | Time: 4713.63 ms [2021-09-28 12:24:29 main:574] : INFO : Epoch 1586 | loss: 0.0312323 | val_loss: 0.0312335 | Time: 4866.21 ms [2021-09-28 12:24:34 main:574] : INFO : Epoch 1587 | loss: 0.031233 | val_loss: 0.0312336 | Time: 4965.41 ms [2021-09-28 12:24:38 main:574] : INFO : Epoch 1588 | loss: 0.0312323 | val_loss: 0.0312332 | Time: 4924.99 ms [2021-09-28 12:24:43 main:574] : INFO : Epoch 1589 | loss: 0.0312328 | val_loss: 0.0312382 | Time: 4742.84 ms [2021-09-28 12:24:48 main:574] : INFO : Epoch 1590 | loss: 0.0312348 | val_loss: 0.0312363 | Time: 4950.77 ms [2021-09-28 12:24:53 main:574] : INFO : Epoch 1591 | loss: 0.0312333 | val_loss: 0.0312346 | Time: 4857.39 ms [2021-09-28 12:24:58 main:574] : INFO : Epoch 1592 | loss: 0.031233 | val_loss: 0.0312345 | Time: 4989.59 ms [2021-09-28 12:25:03 main:574] : INFO : Epoch 1593 | loss: 0.0312348 | val_loss: 0.0312363 | Time: 5086.56 ms [2021-09-28 12:25:08 main:574] : INFO : Epoch 1594 | loss: 0.0312328 | val_loss: 0.031236 | Time: 5098.45 ms [2021-09-28 12:25:13 main:574] : INFO : Epoch 1595 | loss: 0.031233 | val_loss: 0.031233 | Time: 4924.47 ms [2021-09-28 12:25:18 main:574] : INFO : Epoch 1596 | loss: 0.0312332 | val_loss: 0.031234 | Time: 4724.22 ms [2021-09-28 12:25:23 main:574] : INFO : Epoch 1597 | loss: 0.0312324 | val_loss: 0.0312353 | Time: 4890.49 ms [2021-09-28 12:25:28 main:574] : INFO : Epoch 1598 | loss: 0.0312371 | val_loss: 0.0312452 | Time: 5145.9 ms [2021-09-28 12:25:33 main:574] : INFO : Epoch 1599 | loss: 0.0312365 | val_loss: 0.0312337 | Time: 4693.38 ms [2021-09-28 12:25:37 main:574] : INFO : Epoch 1600 | loss: 0.0312352 | val_loss: 0.0312374 | Time: 4796.91 ms [2021-09-28 12:25:42 main:574] : INFO : Epoch 1601 | loss: 0.0312353 | val_loss: 0.0312343 | Time: 4706.91 ms [2021-09-28 12:25:47 main:574] : INFO : Epoch 1602 | loss: 0.0312334 | val_loss: 0.0312356 | Time: 5014.45 ms [2021-09-28 12:25:52 main:574] : INFO : Epoch 1603 | loss: 0.031233 | val_loss: 0.0312431 | Time: 4821.22 ms [2021-09-28 12:25:58 main:574] : INFO : Epoch 1604 | loss: 0.0312361 | val_loss: 0.0312353 | Time: 6228.19 ms [2021-09-28 12:26:04 main:574] : INFO : Epoch 1605 | loss: 0.0312327 | val_loss: 0.0312402 | Time: 5952.78 ms [2021-09-28 12:26:17 main:574] : INFO : Epoch 1606 | loss: 0.0312335 | val_loss: 0.0312337 | Time: 12701.2 ms [2021-09-28 12:26:24 main:574] : INFO : Epoch 1607 | loss: 0.0312321 | val_loss: 0.0312353 | Time: 7310.37 ms [2021-09-28 12:26:30 main:574] : INFO : Epoch 1608 | loss: 0.031232 | val_loss: 0.0312329 | Time: 5601.91 ms [2021-09-28 12:26:36 main:574] : INFO : Epoch 1609 | loss: 0.0312323 | val_loss: 0.0312328 | Time: 5995.27 ms [2021-09-28 12:26:41 main:574] : INFO : Epoch 1610 | loss: 0.0312337 | val_loss: 0.0312398 | Time: 5089.09 ms [2021-09-28 12:26:46 main:574] : INFO : Epoch 1611 | loss: 0.0312337 | val_loss: 0.0312355 | Time: 5497.57 ms [2021-09-28 12:26:51 main:574] : INFO : Epoch 1612 | loss: 0.031233 | val_loss: 0.0312337 | Time: 4960.2 ms [2021-09-28 12:26:56 main:574] : INFO : Epoch 1613 | loss: 0.0312335 | val_loss: 0.0312341 | Time: 5041.59 ms [2021-09-28 12:27:01 main:574] : INFO : Epoch 1614 | loss: 0.0312321 | val_loss: 0.0312357 | Time: 4854.97 ms [2021-09-28 12:27:07 main:574] : INFO : Epoch 1615 | loss: 0.0312322 | val_loss: 0.0312344 | Time: 5331.52 ms [2021-09-28 12:27:12 main:574] : INFO : Epoch 1616 | loss: 0.0312341 | val_loss: 0.0312369 | Time: 5586.79 ms [2021-09-28 12:27:17 main:574] : INFO : Epoch 1617 | loss: 0.0312342 | val_loss: 0.0312385 | Time: 5306.8 ms [2021-09-28 12:27:23 main:574] : INFO : Epoch 1618 | loss: 0.0312326 | val_loss: 0.0312331 | Time: 5228.46 ms [2021-09-28 12:27:28 main:574] : INFO : Epoch 1619 | loss: 0.0312335 | val_loss: 0.0312368 | Time: 4898.64 ms [2021-09-28 12:27:33 main:574] : INFO : Epoch 1620 | loss: 0.0312326 | val_loss: 0.0312335 | Time: 5205.42 ms [2021-09-28 12:27:38 main:574] : INFO : Epoch 1621 | loss: 0.031231 | val_loss: 0.0312367 | Time: 4874.05 ms [2021-09-28 12:27:43 main:574] : INFO : Epoch 1622 | loss: 0.0312332 | val_loss: 0.031237 | Time: 4908.06 ms [2021-09-28 12:27:47 main:574] : INFO : Epoch 1623 | loss: 0.0312323 | val_loss: 0.0312336 | Time: 4840.07 ms [2021-09-28 12:27:52 main:574] : INFO : Epoch 1624 | loss: 0.0312345 | val_loss: 0.0312366 | Time: 4879.06 ms [2021-09-28 12:27:57 main:574] : INFO : Epoch 1625 | loss: 0.0312341 | val_loss: 0.0312335 | Time: 4971.35 ms [2021-09-28 12:28:02 main:574] : INFO : Epoch 1626 | loss: 0.031233 | val_loss: 0.0312331 | Time: 4863.91 ms [2021-09-28 12:28:07 main:574] : INFO : Epoch 1627 | loss: 0.0312326 | val_loss: 0.0312357 | Time: 4959.15 ms [2021-09-28 12:28:12 main:574] : INFO : Epoch 1628 | loss: 0.0312342 | val_loss: 0.0312341 | Time: 4988.24 ms [2021-09-28 12:28:17 main:574] : INFO : Epoch 1629 | loss: 0.0312316 | val_loss: 0.0312333 | Time: 5099.48 ms [2021-09-28 12:28:22 main:574] : INFO : Epoch 1630 | loss: 0.031232 | val_loss: 0.0312358 | Time: 5146.26 ms [2021-09-28 12:28:28 main:574] : INFO : Epoch 1631 | loss: 0.0312321 | val_loss: 0.0312365 | Time: 5147.63 ms [2021-09-28 12:28:32 main:574] : INFO : Epoch 1632 | loss: 0.0312332 | val_loss: 0.0312339 | Time: 4842.85 ms [2021-09-28 12:28:37 main:574] : INFO : Epoch 1633 | loss: 0.0312329 | val_loss: 0.0312394 | Time: 4770.28 ms [2021-09-28 12:28:42 main:574] : INFO : Epoch 1634 | loss: 0.0312336 | val_loss: 0.0312381 | Time: 5057.34 ms [2021-09-28 12:28:47 main:574] : INFO : Epoch 1635 | loss: 0.031233 | val_loss: 0.0312339 | Time: 4943.61 ms [2021-09-28 12:28:52 main:574] : INFO : Epoch 1636 | loss: 0.0312317 | val_loss: 0.0312344 | Time: 4889.29 ms [2021-09-28 12:28:57 main:574] : INFO : Epoch 1637 | loss: 0.0312322 | val_loss: 0.0312337 | Time: 4869.21 ms [2021-09-28 12:29:02 main:574] : INFO : Epoch 1638 | loss: 0.0312313 | val_loss: 0.0312333 | Time: 4791.83 ms [2021-09-28 12:29:07 main:574] : INFO : Epoch 1639 | loss: 0.031232 | val_loss: 0.031233 | Time: 5084.08 ms [2021-09-28 12:29:12 main:574] : INFO : Epoch 1640 | loss: 0.0312316 | val_loss: 0.0312329 | Time: 4792.19 ms [2021-09-28 12:29:16 main:574] : INFO : Epoch 1641 | loss: 0.0312338 | val_loss: 0.031239 | Time: 4858.31 ms [2021-09-28 12:29:22 main:574] : INFO : Epoch 1642 | loss: 0.0312351 | val_loss: 0.0312347 | Time: 5110.27 ms [2021-09-28 12:29:27 main:574] : INFO : Epoch 1643 | loss: 0.031232 | val_loss: 0.0312328 | Time: 4936.75 ms [2021-09-28 12:29:32 main:574] : INFO : Epoch 1644 | loss: 0.0312347 | val_loss: 0.0312384 | Time: 5560.49 ms [2021-09-28 12:29:37 main:574] : INFO : Epoch 1645 | loss: 0.0312379 | val_loss: 0.0312483 | Time: 4945.88 ms [2021-09-28 12:29:42 main:574] : INFO : Epoch 1646 | loss: 0.0312371 | val_loss: 0.031235 | Time: 4790.18 ms [2021-09-28 12:29:47 main:574] : INFO : Epoch 1647 | loss: 0.0312341 | val_loss: 0.0312353 | Time: 5048.22 ms [2021-09-28 12:29:52 main:574] : INFO : Epoch 1648 | loss: 0.0312324 | val_loss: 0.0312331 | Time: 4804.31 ms [2021-09-28 12:29:57 main:574] : INFO : Epoch 1649 | loss: 0.0312316 | val_loss: 0.03124 | Time: 5074.3 ms [2021-09-28 12:30:02 main:574] : INFO : Epoch 1650 | loss: 0.0312349 | val_loss: 0.0312352 | Time: 4881.77 ms [2021-09-28 12:30:07 main:574] : INFO : Epoch 1651 | loss: 0.0312322 | val_loss: 0.0312328 | Time: 4920.28 ms [2021-09-28 12:30:11 main:574] : INFO : Epoch 1652 | loss: 0.0312319 | val_loss: 0.031233 | Time: 4855.32 ms [2021-09-28 12:30:16 main:574] : INFO : Epoch 1653 | loss: 0.0312316 | val_loss: 0.0312347 | Time: 4957.46 ms [2021-09-28 12:30:22 main:574] : INFO : Epoch 1654 | loss: 0.0312326 | val_loss: 0.0312376 | Time: 5334.08 ms [2021-09-28 12:30:27 main:574] : INFO : Epoch 1655 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 5264.92 ms [2021-09-28 12:30:32 main:574] : INFO : Epoch 1656 | loss: 0.031234 | val_loss: 0.0312332 | Time: 4787.22 ms [2021-09-28 12:30:37 main:574] : INFO : Epoch 1657 | loss: 0.0312323 | val_loss: 0.0312333 | Time: 5239.27 ms [2021-09-28 12:30:42 main:574] : INFO : Epoch 1658 | loss: 0.0312359 | val_loss: 0.0312352 | Time: 5099.38 ms [2021-09-28 12:30:47 main:574] : INFO : Epoch 1659 | loss: 0.0312324 | val_loss: 0.0312377 | Time: 5036.95 ms [2021-09-28 12:30:52 main:574] : INFO : Epoch 1660 | loss: 0.0312317 | val_loss: 0.0312328 | Time: 4875.68 ms [2021-09-28 12:30:57 main:574] : INFO : Epoch 1661 | loss: 0.031232 | val_loss: 0.0312333 | Time: 4966.43 ms [2021-09-28 12:31:02 main:574] : INFO : Epoch 1662 | loss: 0.0312314 | val_loss: 0.0312331 | Time: 4902.53 ms [2021-09-28 12:31:07 main:574] : INFO : Epoch 1663 | loss: 0.0312325 | val_loss: 0.0312341 | Time: 5186.03 ms [2021-09-28 12:31:12 main:574] : INFO : Epoch 1664 | loss: 0.0312324 | val_loss: 0.0312328 | Time: 4878.37 ms [2021-09-28 12:31:17 main:574] : INFO : Epoch 1665 | loss: 0.0312309 | val_loss: 0.0312323 | Time: 4955.9 ms [2021-09-28 12:31:22 main:574] : INFO : Epoch 1666 | loss: 0.0312312 | val_loss: 0.0312326 | Time: 4797.78 ms [2021-09-28 12:31:27 main:574] : INFO : Epoch 1667 | loss: 0.0312314 | val_loss: 0.0312364 | Time: 4902.7 ms [2021-09-28 12:31:32 main:574] : INFO : Epoch 1668 | loss: 0.031232 | val_loss: 0.0312329 | Time: 5135.44 ms [2021-09-28 12:31:37 main:574] : INFO : Epoch 1669 | loss: 0.0312327 | val_loss: 0.0312332 | Time: 5011.81 ms [2021-09-28 12:31:42 main:574] : INFO : Epoch 1670 | loss: 0.0312348 | val_loss: 0.0312349 | Time: 5042.47 ms [2021-09-28 12:31:47 main:574] : INFO : Epoch 1671 | loss: 0.031233 | val_loss: 0.031236 | Time: 5387.27 ms [2021-09-28 12:31:52 main:574] : INFO : Epoch 1672 | loss: 0.031234 | val_loss: 0.0312347 | Time: 4792.43 ms [2021-09-28 12:31:57 main:574] : INFO : Epoch 1673 | loss: 0.0312314 | val_loss: 0.0312354 | Time: 5044.06 ms [2021-09-28 12:32:02 main:574] : INFO : Epoch 1674 | loss: 0.0312327 | val_loss: 0.0312327 | Time: 4875.31 ms [2021-09-28 12:32:07 main:574] : INFO : Epoch 1675 | loss: 0.031236 | val_loss: 0.0312408 | Time: 4979.04 ms [2021-09-28 12:32:12 main:574] : INFO : Epoch 1676 | loss: 0.0312336 | val_loss: 0.0312326 | Time: 4844.79 ms [2021-09-28 12:32:17 main:574] : INFO : Epoch 1677 | loss: 0.0312321 | val_loss: 0.0312332 | Time: 4800.19 ms [2021-09-28 12:32:22 main:574] : INFO : Epoch 1678 | loss: 0.0312318 | val_loss: 0.0312333 | Time: 5064.26 ms [2021-09-28 12:32:27 main:574] : INFO : Epoch 1679 | loss: 0.0312315 | val_loss: 0.0312357 | Time: 4768.03 ms [2021-09-28 12:32:31 main:574] : INFO : Epoch 1680 | loss: 0.0312347 | val_loss: 0.0312398 | Time: 4920.79 ms [2021-09-28 12:32:36 main:574] : INFO : Epoch 1681 | loss: 0.0312338 | val_loss: 0.031234 | Time: 4828.17 ms [2021-09-28 12:32:41 main:574] : INFO : Epoch 1682 | loss: 0.0312326 | val_loss: 0.031233 | Time: 5151.3 ms [2021-09-28 12:32:46 main:574] : INFO : Epoch 1683 | loss: 0.031234 | val_loss: 0.0312355 | Time: 5081.81 ms [2021-09-28 12:32:52 main:574] : INFO : Epoch 1684 | loss: 0.0312321 | val_loss: 0.0312325 | Time: 5525.58 ms [2021-09-28 12:32:57 main:574] : INFO : Epoch 1685 | loss: 0.0312312 | val_loss: 0.0312343 | Time: 4826.84 ms [2021-09-28 12:33:02 main:574] : INFO : Epoch 1686 | loss: 0.0312307 | val_loss: 0.0312334 | Time: 5027.06 ms [2021-09-28 12:33:07 main:574] : INFO : Epoch 1687 | loss: 0.0312324 | val_loss: 0.0312335 | Time: 4955.07 ms [2021-09-28 12:33:12 main:574] : INFO : Epoch 1688 | loss: 0.0312325 | val_loss: 0.0312329 | Time: 4981.75 ms [2021-09-28 12:33:17 main:574] : INFO : Epoch 1689 | loss: 0.0312322 | val_loss: 0.0312327 | Time: 4790.31 ms [2021-09-28 12:33:22 main:574] : INFO : Epoch 1690 | loss: 0.0312317 | val_loss: 0.031233 | Time: 4920.75 ms [2021-09-28 12:33:26 main:574] : INFO : Epoch 1691 | loss: 0.0312317 | val_loss: 0.0312336 | Time: 4868.67 ms [2021-09-28 12:33:32 main:574] : INFO : Epoch 1692 | loss: 0.0312312 | val_loss: 0.0312324 | Time: 5110.46 ms [2021-09-28 12:33:36 main:574] : INFO : Epoch 1693 | loss: 0.0312328 | val_loss: 0.0312337 | Time: 4719.17 ms [2021-09-28 12:33:41 main:574] : INFO : Epoch 1694 | loss: 0.0312327 | val_loss: 0.0312396 | Time: 5036.69 ms [2021-09-28 12:33:47 main:574] : INFO : Epoch 1695 | loss: 0.0312332 | val_loss: 0.0312328 | Time: 5212.64 ms [2021-09-28 12:33:52 main:574] : INFO : Epoch 1696 | loss: 0.0312312 | val_loss: 0.0312329 | Time: 4958.18 ms [2021-09-28 12:33:57 main:574] : INFO : Epoch 1697 | loss: 0.031231 | val_loss: 0.0312374 | Time: 5619.54 ms [2021-09-28 12:34:02 main:574] : INFO : Epoch 1698 | loss: 0.0312317 | val_loss: 0.0312327 | Time: 4896.46 ms [2021-09-28 12:34:07 main:574] : INFO : Epoch 1699 | loss: 0.0312346 | val_loss: 0.0312351 | Time: 4842.44 ms [2021-09-28 12:34:12 main:574] : INFO : Epoch 1700 | loss: 0.0312334 | val_loss: 0.0312328 | Time: 4958.53 ms [2021-09-28 12:34:17 main:574] : INFO : Epoch 1701 | loss: 0.0312314 | val_loss: 0.0312327 | Time: 4728.36 ms [2021-09-28 12:34:22 main:574] : INFO : Epoch 1702 | loss: 0.0312344 | val_loss: 0.0312348 | Time: 5169.71 ms [2021-09-28 12:34:27 main:574] : INFO : Epoch 1703 | loss: 0.0312367 | val_loss: 0.0312383 | Time: 4955.78 ms [2021-09-28 12:34:31 main:574] : INFO : Epoch 1704 | loss: 0.0312329 | val_loss: 0.0312326 | Time: 4716.74 ms [2021-09-28 12:34:36 main:574] : INFO : Epoch 1705 | loss: 0.031235 | val_loss: 0.0312391 | Time: 4872.2 ms [2021-09-28 12:34:41 main:574] : INFO : Epoch 1706 | loss: 0.0312334 | val_loss: 0.0312348 | Time: 4810.39 ms [2021-09-28 12:34:46 main:574] : INFO : Epoch 1707 | loss: 0.0312314 | val_loss: 0.0312323 | Time: 5174.85 ms [2021-09-28 12:34:51 main:574] : INFO : Epoch 1708 | loss: 0.0312312 | val_loss: 0.0312334 | Time: 4941.38 ms [2021-09-28 12:34:56 main:574] : INFO : Epoch 1709 | loss: 0.0312319 | val_loss: 0.0312332 | Time: 5021.11 ms [2021-09-28 12:35:01 main:574] : INFO : Epoch 1710 | loss: 0.0312318 | val_loss: 0.0312327 | Time: 5101.47 ms [2021-09-28 12:35:07 main:574] : INFO : Epoch 1711 | loss: 0.0312336 | val_loss: 0.031234 | Time: 5206.3 ms [2021-09-28 12:35:12 main:574] : INFO : Epoch 1712 | loss: 0.0312326 | val_loss: 0.0312324 | Time: 5328.15 ms [2021-09-28 12:35:17 main:574] : INFO : Epoch 1713 | loss: 0.0312311 | val_loss: 0.0312385 | Time: 5028.14 ms [2021-09-28 12:35:22 main:574] : INFO : Epoch 1714 | loss: 0.031232 | val_loss: 0.0312321 | Time: 4955.53 ms [2021-09-28 12:35:27 main:574] : INFO : Epoch 1715 | loss: 0.0312363 | val_loss: 0.0312384 | Time: 4864.63 ms [2021-09-28 12:35:31 main:574] : INFO : Epoch 1716 | loss: 0.031235 | val_loss: 0.0312338 | Time: 4696.41 ms [2021-09-28 12:35:37 main:574] : INFO : Epoch 1717 | loss: 0.0312345 | val_loss: 0.0312358 | Time: 5088.34 ms [2021-09-28 12:35:41 main:574] : INFO : Epoch 1718 | loss: 0.0312333 | val_loss: 0.0312333 | Time: 4783.8 ms [2021-09-28 12:35:46 main:574] : INFO : Epoch 1719 | loss: 0.0312315 | val_loss: 0.0312372 | Time: 4958.32 ms [2021-09-28 12:35:51 main:574] : INFO : Epoch 1720 | loss: 0.0312318 | val_loss: 0.0312326 | Time: 4830.34 ms [2021-09-28 12:35:56 main:574] : INFO : Epoch 1721 | loss: 0.0312314 | val_loss: 0.0312322 | Time: 5019.68 ms [2021-09-28 12:36:01 main:574] : INFO : Epoch 1722 | loss: 0.0312313 | val_loss: 0.0312339 | Time: 5174.1 ms [2021-09-28 12:36:06 main:574] : INFO : Epoch 1723 | loss: 0.0312318 | val_loss: 0.0312328 | Time: 5056.4 ms [2021-09-28 12:36:12 main:574] : INFO : Epoch 1724 | loss: 0.0312316 | val_loss: 0.0312336 | Time: 5488.03 ms [2021-09-28 12:36:17 main:574] : INFO : Epoch 1725 | loss: 0.0312327 | val_loss: 0.0312428 | Time: 4930.91 ms [2021-09-28 12:36:22 main:574] : INFO : Epoch 1726 | loss: 0.0312324 | val_loss: 0.0312335 | Time: 5027.39 ms [2021-09-28 12:36:27 main:574] : INFO : Epoch 1727 | loss: 0.0312329 | val_loss: 0.0312364 | Time: 4881.38 ms [2021-09-28 12:36:32 main:574] : INFO : Epoch 1728 | loss: 0.0312327 | val_loss: 0.0312349 | Time: 4948.2 ms [2021-09-28 12:36:37 main:574] : INFO : Epoch 1729 | loss: 0.0312334 | val_loss: 0.0312352 | Time: 4811.32 ms [2021-09-28 12:36:41 main:574] : INFO : Epoch 1730 | loss: 0.0312326 | val_loss: 0.031244 | Time: 4845.16 ms [2021-09-28 12:36:47 main:574] : INFO : Epoch 1731 | loss: 0.0312345 | val_loss: 0.0312361 | Time: 5398.89 ms [2021-09-28 12:36:52 main:574] : INFO : Epoch 1732 | loss: 0.0312321 | val_loss: 0.031233 | Time: 5019.63 ms [2021-09-28 12:36:57 main:574] : INFO : Epoch 1733 | loss: 0.0312319 | val_loss: 0.0312362 | Time: 5024.69 ms [2021-09-28 12:37:02 main:574] : INFO : Epoch 1734 | loss: 0.0312322 | val_loss: 0.0312328 | Time: 5276.48 ms [2021-09-28 12:37:08 main:574] : INFO : Epoch 1735 | loss: 0.0312312 | val_loss: 0.0312337 | Time: 5712.72 ms [2021-09-28 12:37:13 main:574] : INFO : Epoch 1736 | loss: 0.0312317 | val_loss: 0.0312407 | Time: 5357.07 ms [2021-09-28 12:37:18 main:574] : INFO : Epoch 1737 | loss: 0.0312334 | val_loss: 0.0312322 | Time: 5253.92 ms [2021-09-28 12:37:23 main:574] : INFO : Epoch 1738 | loss: 0.0312313 | val_loss: 0.0312337 | Time: 4732.9 ms [2021-09-28 12:37:28 main:574] : INFO : Epoch 1739 | loss: 0.0312315 | val_loss: 0.0312323 | Time: 4830.35 ms [2021-09-28 12:37:33 main:574] : INFO : Epoch 1740 | loss: 0.0312308 | val_loss: 0.031232 | Time: 4989.84 ms [2021-09-28 12:37:38 main:574] : INFO : Epoch 1741 | loss: 0.0312325 | val_loss: 0.0312418 | Time: 5018.36 ms [2021-09-28 12:37:43 main:574] : INFO : Epoch 1742 | loss: 0.031234 | val_loss: 0.0312337 | Time: 4815.2 ms [2021-09-28 12:37:48 main:574] : INFO : Epoch 1743 | loss: 0.0312338 | val_loss: 0.0312363 | Time: 4815.2 ms [2021-09-28 12:37:53 main:574] : INFO : Epoch 1744 | loss: 0.0312321 | val_loss: 0.0312346 | Time: 4815.98 ms [2021-09-28 12:37:57 main:574] : INFO : Epoch 1745 | loss: 0.0312303 | val_loss: 0.0312335 | Time: 4840.84 ms [2021-09-28 12:38:02 main:574] : INFO : Epoch 1746 | loss: 0.0312322 | val_loss: 0.0312332 | Time: 4987.27 ms [2021-09-28 12:38:07 main:574] : INFO : Epoch 1747 | loss: 0.0312309 | val_loss: 0.0312322 | Time: 4868.11 ms [2021-09-28 12:38:12 main:574] : INFO : Epoch 1748 | loss: 0.0312312 | val_loss: 0.0312324 | Time: 4919.68 ms [2021-09-28 12:38:17 main:574] : INFO : Epoch 1749 | loss: 0.0312316 | val_loss: 0.0312374 | Time: 4879.62 ms [2021-09-28 12:38:23 main:574] : INFO : Epoch 1750 | loss: 0.0312364 | val_loss: 0.0312361 | Time: 5587.64 ms [2021-09-28 12:38:27 main:574] : INFO : Epoch 1751 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 4788.54 ms [2021-09-28 12:38:32 main:574] : INFO : Epoch 1752 | loss: 0.0312356 | val_loss: 0.0312327 | Time: 4855.25 ms [2021-09-28 12:38:37 main:574] : INFO : Epoch 1753 | loss: 0.0312322 | val_loss: 0.0312334 | Time: 4941.75 ms [2021-09-28 12:38:42 main:574] : INFO : Epoch 1754 | loss: 0.0312318 | val_loss: 0.0312327 | Time: 4874.15 ms [2021-09-28 12:38:47 main:574] : INFO : Epoch 1755 | loss: 0.0312317 | val_loss: 0.0312336 | Time: 5186.01 ms [2021-09-28 12:38:52 main:574] : INFO : Epoch 1756 | loss: 0.0312331 | val_loss: 0.0312354 | Time: 4784.34 ms [2021-09-28 12:38:57 main:574] : INFO : Epoch 1757 | loss: 0.0312329 | val_loss: 0.0312333 | Time: 4779.4 ms [2021-09-28 12:39:02 main:574] : INFO : Epoch 1758 | loss: 0.0312314 | val_loss: 0.0312325 | Time: 4867.79 ms [2021-09-28 12:39:07 main:574] : INFO : Epoch 1759 | loss: 0.031231 | val_loss: 0.0312337 | Time: 4886.71 ms [2021-09-28 12:39:12 main:574] : INFO : Epoch 1760 | loss: 0.031231 | val_loss: 0.0312323 | Time: 5204.39 ms [2021-09-28 12:39:17 main:574] : INFO : Epoch 1761 | loss: 0.0312304 | val_loss: 0.0312335 | Time: 5090.13 ms [2021-09-28 12:39:22 main:574] : INFO : Epoch 1762 | loss: 0.0312338 | val_loss: 0.0312359 | Time: 4850.92 ms [2021-09-28 12:39:27 main:574] : INFO : Epoch 1763 | loss: 0.0312337 | val_loss: 0.031235 | Time: 5334.31 ms [2021-09-28 12:39:32 main:574] : INFO : Epoch 1764 | loss: 0.0312324 | val_loss: 0.0312326 | Time: 5000.43 ms [2021-09-28 12:39:37 main:574] : INFO : Epoch 1765 | loss: 0.0312327 | val_loss: 0.0312344 | Time: 5071.2 ms [2021-09-28 12:39:42 main:574] : INFO : Epoch 1766 | loss: 0.0312348 | val_loss: 0.0312339 | Time: 4809.07 ms [2021-09-28 12:39:47 main:574] : INFO : Epoch 1767 | loss: 0.031233 | val_loss: 0.0312385 | Time: 4935.2 ms [2021-09-28 12:39:52 main:574] : INFO : Epoch 1768 | loss: 0.0312349 | val_loss: 0.0312337 | Time: 4839.13 ms [2021-09-28 12:39:57 main:574] : INFO : Epoch 1769 | loss: 0.0312309 | val_loss: 0.031232 | Time: 4721.96 ms [2021-09-28 12:40:02 main:574] : INFO : Epoch 1770 | loss: 0.031231 | val_loss: 0.0312351 | Time: 5364.08 ms [2021-09-28 12:40:07 main:574] : INFO : Epoch 1771 | loss: 0.0312314 | val_loss: 0.0312323 | Time: 4737.08 ms [2021-09-28 12:40:11 main:574] : INFO : Epoch 1772 | loss: 0.0312315 | val_loss: 0.0312325 | Time: 4852.2 ms [2021-09-28 12:40:16 main:574] : INFO : Epoch 1773 | loss: 0.0312314 | val_loss: 0.0312353 | Time: 4695.31 ms [2021-09-28 12:40:21 main:574] : INFO : Epoch 1774 | loss: 0.0312339 | val_loss: 0.0312327 | Time: 5014.83 ms [2021-09-28 12:40:26 main:574] : INFO : Epoch 1775 | loss: 0.0312318 | val_loss: 0.0312325 | Time: 5029.55 ms [2021-09-28 12:40:31 main:574] : INFO : Epoch 1776 | loss: 0.0312318 | val_loss: 0.0312355 | Time: 5041.51 ms [2021-09-28 12:40:36 main:574] : INFO : Epoch 1777 | loss: 0.0312329 | val_loss: 0.0312372 | Time: 5094.89 ms [2021-09-28 12:40:41 main:574] : INFO : Epoch 1778 | loss: 0.0312327 | val_loss: 0.0312323 | Time: 4850.09 ms [2021-09-28 12:40:46 main:574] : INFO : Epoch 1779 | loss: 0.0312312 | val_loss: 0.0312339 | Time: 4764.05 ms [2021-09-28 12:40:51 main:574] : INFO : Epoch 1780 | loss: 0.0312309 | val_loss: 0.0312321 | Time: 5044.47 ms [2021-09-28 12:40:56 main:574] : INFO : Epoch 1781 | loss: 0.0312319 | val_loss: 0.0312325 | Time: 4895.61 ms [2021-09-28 12:41:01 main:574] : INFO : Epoch 1782 | loss: 0.0312326 | val_loss: 0.0312329 | Time: 4726.89 ms [2021-09-28 12:41:06 main:574] : INFO : Epoch 1783 | loss: 0.031231 | val_loss: 0.0312328 | Time: 4997.09 ms [2021-09-28 12:41:11 main:574] : INFO : Epoch 1784 | loss: 0.0312327 | val_loss: 0.0312327 | Time: 4913.59 ms [2021-09-28 12:41:16 main:574] : INFO : Epoch 1785 | loss: 0.0312319 | val_loss: 0.031235 | Time: 5166.92 ms [2021-09-28 12:41:21 main:574] : INFO : Epoch 1786 | loss: 0.0312309 | val_loss: 0.0312362 | Time: 4776.8 ms [2021-09-28 12:41:25 main:574] : INFO : Epoch 1787 | loss: 0.0312313 | val_loss: 0.0312319 | Time: 4895.03 ms [2021-09-28 12:41:30 main:574] : INFO : Epoch 1788 | loss: 0.0312316 | val_loss: 0.0312345 | Time: 4956.41 ms [2021-09-28 12:41:35 main:574] : INFO : Epoch 1789 | loss: 0.0312304 | val_loss: 0.0312318 | Time: 4914.1 ms [2021-09-28 12:41:41 main:574] : INFO : Epoch 1790 | loss: 0.0312328 | val_loss: 0.0312415 | Time: 5448.79 ms [2021-09-28 12:41:46 main:574] : INFO : Epoch 1791 | loss: 0.0312379 | val_loss: 0.0312417 | Time: 4939.43 ms [2021-09-28 12:41:51 main:574] : INFO : Epoch 1792 | loss: 0.0312364 | val_loss: 0.0312336 | Time: 4809.62 ms [2021-09-28 12:41:55 main:574] : INFO : Epoch 1793 | loss: 0.0312308 | val_loss: 0.0312316 | Time: 4781.66 ms [2021-09-28 12:42:00 main:574] : INFO : Epoch 1794 | loss: 0.0312304 | val_loss: 0.0312316 | Time: 4812.56 ms [2021-09-28 12:42:05 main:574] : INFO : Epoch 1795 | loss: 0.0312324 | val_loss: 0.031233 | Time: 4968.57 ms [2021-09-28 12:42:10 main:574] : INFO : Epoch 1796 | loss: 0.0312312 | val_loss: 0.0312351 | Time: 5005.49 ms [2021-09-28 12:42:15 main:574] : INFO : Epoch 1797 | loss: 0.0312325 | val_loss: 0.0312346 | Time: 4769.38 ms [2021-09-28 12:42:20 main:574] : INFO : Epoch 1798 | loss: 0.0312331 | val_loss: 0.0312324 | Time: 4922.03 ms [2021-09-28 12:42:25 main:574] : INFO : Epoch 1799 | loss: 0.0312315 | val_loss: 0.0312373 | Time: 4958.99 ms [2021-09-28 12:42:30 main:574] : INFO : Epoch 1800 | loss: 0.0312309 | val_loss: 0.0312322 | Time: 5038.05 ms [2021-09-28 12:42:35 main:574] : INFO : Epoch 1801 | loss: 0.0312317 | val_loss: 0.0312329 | Time: 4835.22 ms [2021-09-28 12:42:40 main:574] : INFO : Epoch 1802 | loss: 0.0312308 | val_loss: 0.0312343 | Time: 5079.98 ms [2021-09-28 12:42:45 main:574] : INFO : Epoch 1803 | loss: 0.0312316 | val_loss: 0.0312324 | Time: 5067.95 ms [2021-09-28 12:42:50 main:574] : INFO : Epoch 1804 | loss: 0.0312303 | val_loss: 0.0312322 | Time: 5351.99 ms [2021-09-28 12:42:55 main:574] : INFO : Epoch 1805 | loss: 0.0312312 | val_loss: 0.0312335 | Time: 4767.3 ms [2021-09-28 12:43:00 main:574] : INFO : Epoch 1806 | loss: 0.0312317 | val_loss: 0.031232 | Time: 4814.56 ms [2021-09-28 12:43:05 main:574] : INFO : Epoch 1807 | loss: 0.0312328 | val_loss: 0.0312327 | Time: 4717.54 ms [2021-09-28 12:43:09 main:574] : INFO : Epoch 1808 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 4887.41 ms [2021-09-28 12:43:14 main:574] : INFO : Epoch 1809 | loss: 0.0312302 | val_loss: 0.0312379 | Time: 4943.47 ms [2021-09-28 12:43:19 main:574] : INFO : Epoch 1810 | loss: 0.0312324 | val_loss: 0.0312354 | Time: 4869.43 ms [2021-09-28 12:43:24 main:574] : INFO : Epoch 1811 | loss: 0.0312322 | val_loss: 0.0312346 | Time: 4834.95 ms [2021-09-28 12:43:29 main:574] : INFO : Epoch 1812 | loss: 0.0312305 | val_loss: 0.0312336 | Time: 4822.8 ms [2021-09-28 12:43:34 main:574] : INFO : Epoch 1813 | loss: 0.0312308 | val_loss: 0.0312328 | Time: 4854.52 ms [2021-09-28 12:43:39 main:574] : INFO : Epoch 1814 | loss: 0.0312324 | val_loss: 0.0312321 | Time: 4957.21 ms [2021-09-28 12:43:44 main:574] : INFO : Epoch 1815 | loss: 0.0312311 | val_loss: 0.0312343 | Time: 5161.45 ms [2021-09-28 12:43:49 main:574] : INFO : Epoch 1816 | loss: 0.0312307 | val_loss: 0.0312319 | Time: 4911.98 ms [2021-09-28 12:43:54 main:574] : INFO : Epoch 1817 | loss: 0.0312316 | val_loss: 0.0312397 | Time: 5306.06 ms [2021-09-28 12:43:59 main:574] : INFO : Epoch 1818 | loss: 0.0312347 | val_loss: 0.0312337 | Time: 4886.45 ms [2021-09-28 12:44:04 main:574] : INFO : Epoch 1819 | loss: 0.0312321 | val_loss: 0.0312465 | Time: 5131.43 ms [2021-09-28 12:44:09 main:574] : INFO : Epoch 1820 | loss: 0.031237 | val_loss: 0.031236 | Time: 4843.98 ms [2021-09-28 12:44:14 main:574] : INFO : Epoch 1821 | loss: 0.0312322 | val_loss: 0.0312363 | Time: 4999.86 ms [2021-09-28 12:44:19 main:574] : INFO : Epoch 1822 | loss: 0.0312323 | val_loss: 0.031232 | Time: 4841.63 ms [2021-09-28 12:44:24 main:574] : INFO : Epoch 1823 | loss: 0.0312322 | val_loss: 0.0312333 | Time: 4718.65 ms [2021-09-28 12:44:29 main:574] : INFO : Epoch 1824 | loss: 0.0312302 | val_loss: 0.0312324 | Time: 5072.66 ms [2021-09-28 12:44:33 main:574] : INFO : Epoch 1825 | loss: 0.0312307 | val_loss: 0.0312351 | Time: 4814.17 ms [2021-09-28 12:44:38 main:574] : INFO : Epoch 1826 | loss: 0.0312321 | val_loss: 0.0312332 | Time: 4914.96 ms [2021-09-28 12:44:43 main:574] : INFO : Epoch 1827 | loss: 0.031231 | val_loss: 0.0312319 | Time: 4739.17 ms [2021-09-28 12:44:48 main:574] : INFO : Epoch 1828 | loss: 0.0312301 | val_loss: 0.0312339 | Time: 5265.08 ms [2021-09-28 12:44:54 main:574] : INFO : Epoch 1829 | loss: 0.0312309 | val_loss: 0.0312347 | Time: 5220.96 ms [2021-09-28 12:44:59 main:574] : INFO : Epoch 1830 | loss: 0.0312305 | val_loss: 0.0312324 | Time: 5331.33 ms [2021-09-28 12:45:04 main:574] : INFO : Epoch 1831 | loss: 0.0312302 | val_loss: 0.0312318 | Time: 4903.76 ms [2021-09-28 12:45:09 main:574] : INFO : Epoch 1832 | loss: 0.0312295 | val_loss: 0.0312323 | Time: 4730.67 ms [2021-09-28 12:45:13 main:574] : INFO : Epoch 1833 | loss: 0.0312307 | val_loss: 0.031232 | Time: 4797.71 ms [2021-09-28 12:45:18 main:574] : INFO : Epoch 1834 | loss: 0.0312301 | val_loss: 0.0312315 | Time: 4877.91 ms [2021-09-28 12:45:23 main:574] : INFO : Epoch 1835 | loss: 0.0312296 | val_loss: 0.0312317 | Time: 4853.57 ms [2021-09-28 12:45:28 main:574] : INFO : Epoch 1836 | loss: 0.0312303 | val_loss: 0.0312321 | Time: 4973.6 ms [2021-09-28 12:45:33 main:574] : INFO : Epoch 1837 | loss: 0.0312311 | val_loss: 0.0312351 | Time: 4788.11 ms [2021-09-28 12:45:38 main:574] : INFO : Epoch 1838 | loss: 0.0312331 | val_loss: 0.031237 | Time: 5079.65 ms [2021-09-28 12:45:43 main:574] : INFO : Epoch 1839 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 4793.2 ms [2021-09-28 12:45:48 main:574] : INFO : Epoch 1840 | loss: 0.0312315 | val_loss: 0.0312332 | Time: 4763.68 ms [2021-09-28 12:45:53 main:574] : INFO : Epoch 1841 | loss: 0.0312309 | val_loss: 0.0312315 | Time: 5044.32 ms [2021-09-28 12:45:58 main:574] : INFO : Epoch 1842 | loss: 0.0312299 | val_loss: 0.0312313 | Time: 4910.39 ms [2021-09-28 12:46:03 main:574] : INFO : Epoch 1843 | loss: 0.0312297 | val_loss: 0.0312322 | Time: 5328.33 ms [2021-09-28 12:46:08 main:574] : INFO : Epoch 1844 | loss: 0.0312309 | val_loss: 0.0312316 | Time: 5126.87 ms [2021-09-28 12:46:13 main:574] : INFO : Epoch 1845 | loss: 0.0312311 | val_loss: 0.0312328 | Time: 4880.96 ms [2021-09-28 12:46:18 main:574] : INFO : Epoch 1846 | loss: 0.0312327 | val_loss: 0.0312325 | Time: 4914.9 ms [2021-09-28 12:46:23 main:574] : INFO : Epoch 1847 | loss: 0.0312319 | val_loss: 0.0312323 | Time: 4791.49 ms [2021-09-28 12:46:28 main:574] : INFO : Epoch 1848 | loss: 0.0312323 | val_loss: 0.0312336 | Time: 5042.16 ms [2021-09-28 12:46:32 main:574] : INFO : Epoch 1849 | loss: 0.0312303 | val_loss: 0.0312376 | Time: 4883.99 ms [2021-09-28 12:46:37 main:574] : INFO : Epoch 1850 | loss: 0.0312332 | val_loss: 0.0312324 | Time: 4896.25 ms [2021-09-28 12:46:42 main:574] : INFO : Epoch 1851 | loss: 0.0312314 | val_loss: 0.0312349 | Time: 4858.51 ms [2021-09-28 12:46:47 main:574] : INFO : Epoch 1852 | loss: 0.0312316 | val_loss: 0.0312327 | Time: 5128.37 ms [2021-09-28 12:46:52 main:574] : INFO : Epoch 1853 | loss: 0.0312315 | val_loss: 0.031237 | Time: 5090.81 ms [2021-09-28 12:46:57 main:574] : INFO : Epoch 1854 | loss: 0.0312326 | val_loss: 0.0312319 | Time: 4956.58 ms [2021-09-28 12:47:02 main:574] : INFO : Epoch 1855 | loss: 0.0312365 | val_loss: 0.0312363 | Time: 4936.44 ms [2021-09-28 12:47:07 main:574] : INFO : Epoch 1856 | loss: 0.0312342 | val_loss: 0.0312349 | Time: 4943.55 ms [2021-09-28 12:47:13 main:574] : INFO : Epoch 1857 | loss: 0.0312313 | val_loss: 0.0312346 | Time: 5403.52 ms [2021-09-28 12:47:18 main:574] : INFO : Epoch 1858 | loss: 0.0312325 | val_loss: 0.0312357 | Time: 5073.32 ms [2021-09-28 12:47:23 main:574] : INFO : Epoch 1859 | loss: 0.0312317 | val_loss: 0.0312323 | Time: 4942.26 ms [2021-09-28 12:47:28 main:574] : INFO : Epoch 1860 | loss: 0.0312311 | val_loss: 0.0312324 | Time: 4825.29 ms [2021-09-28 12:47:32 main:574] : INFO : Epoch 1861 | loss: 0.03123 | val_loss: 0.0312316 | Time: 4797.01 ms [2021-09-28 12:47:37 main:574] : INFO : Epoch 1862 | loss: 0.0312297 | val_loss: 0.0312311 | Time: 4816.6 ms [2021-09-28 12:47:42 main:574] : INFO : Epoch 1863 | loss: 0.0312304 | val_loss: 0.0312311 | Time: 5059.01 ms [2021-09-28 12:47:47 main:574] : INFO : Epoch 1864 | loss: 0.031232 | val_loss: 0.0312316 | Time: 4673.84 ms [2021-09-28 12:47:52 main:574] : INFO : Epoch 1865 | loss: 0.031231 | val_loss: 0.031232 | Time: 4797.34 ms [2021-09-28 12:47:57 main:574] : INFO : Epoch 1866 | loss: 0.0312313 | val_loss: 0.0312319 | Time: 4845.5 ms [2021-09-28 12:48:02 main:574] : INFO : Epoch 1867 | loss: 0.0312295 | val_loss: 0.0312311 | Time: 5195.73 ms [2021-09-28 12:48:07 main:574] : INFO : Epoch 1868 | loss: 0.0312298 | val_loss: 0.0312308 | Time: 5277.19 ms [2021-09-28 12:48:12 main:574] : INFO : Epoch 1869 | loss: 0.0312311 | val_loss: 0.0312326 | Time: 4760.06 ms [2021-09-28 12:48:17 main:574] : INFO : Epoch 1870 | loss: 0.0312324 | val_loss: 0.0312324 | Time: 5335.94 ms [2021-09-28 12:48:22 main:574] : INFO : Epoch 1871 | loss: 0.0312324 | val_loss: 0.0312423 | Time: 4844.53 ms [2021-09-28 12:48:27 main:574] : INFO : Epoch 1872 | loss: 0.0312342 | val_loss: 0.031232 | Time: 4963.47 ms [2021-09-28 12:48:32 main:574] : INFO : Epoch 1873 | loss: 0.0312294 | val_loss: 0.0312311 | Time: 4866.96 ms [2021-09-28 12:48:37 main:574] : INFO : Epoch 1874 | loss: 0.0312305 | val_loss: 0.0312312 | Time: 4910.42 ms [2021-09-28 12:48:42 main:574] : INFO : Epoch 1875 | loss: 0.0312296 | val_loss: 0.0312309 | Time: 4830.32 ms [2021-09-28 12:48:46 main:574] : INFO : Epoch 1876 | loss: 0.0312308 | val_loss: 0.0312347 | Time: 4833.11 ms [2021-09-28 12:48:52 main:574] : INFO : Epoch 1877 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 5112.74 ms [2021-09-28 12:48:56 main:574] : INFO : Epoch 1878 | loss: 0.0312306 | val_loss: 0.0312322 | Time: 4810.36 ms [2021-09-28 12:49:01 main:574] : INFO : Epoch 1879 | loss: 0.0312299 | val_loss: 0.0312306 | Time: 4933.22 ms [2021-09-28 12:49:06 main:574] : INFO : Epoch 1880 | loss: 0.0312293 | val_loss: 0.0312308 | Time: 4820.71 ms [2021-09-28 12:49:11 main:574] : INFO : Epoch 1881 | loss: 0.0312307 | val_loss: 0.0312306 | Time: 5004.83 ms [2021-09-28 12:49:16 main:574] : INFO : Epoch 1882 | loss: 0.0312302 | val_loss: 0.0312315 | Time: 4984.82 ms [2021-09-28 12:49:21 main:574] : INFO : Epoch 1883 | loss: 0.031231 | val_loss: 0.0312412 | Time: 5254.11 ms [2021-09-28 12:49:26 main:574] : INFO : Epoch 1884 | loss: 0.0312327 | val_loss: 0.0312323 | Time: 5065.38 ms [2021-09-28 12:49:31 main:574] : INFO : Epoch 1885 | loss: 0.0312318 | val_loss: 0.0312354 | Time: 4885.53 ms [2021-09-28 12:49:36 main:574] : INFO : Epoch 1886 | loss: 0.0312357 | val_loss: 0.0312358 | Time: 4831.14 ms [2021-09-28 12:49:42 main:574] : INFO : Epoch 1887 | loss: 0.0312303 | val_loss: 0.0312305 | Time: 5332.5 ms [2021-09-28 12:49:47 main:574] : INFO : Epoch 1888 | loss: 0.0312305 | val_loss: 0.0312317 | Time: 5021.81 ms [2021-09-28 12:49:52 main:574] : INFO : Epoch 1889 | loss: 0.0312298 | val_loss: 0.0312312 | Time: 4927.53 ms [2021-09-28 12:49:56 main:574] : INFO : Epoch 1890 | loss: 0.03123 | val_loss: 0.0312346 | Time: 4814.47 ms [2021-09-28 12:50:01 main:574] : INFO : Epoch 1891 | loss: 0.0312304 | val_loss: 0.0312303 | Time: 4877.76 ms [2021-09-28 12:50:06 main:574] : INFO : Epoch 1892 | loss: 0.0312291 | val_loss: 0.0312348 | Time: 5070.64 ms [2021-09-28 12:50:11 main:574] : INFO : Epoch 1893 | loss: 0.0312327 | val_loss: 0.0312355 | Time: 4903.09 ms [2021-09-28 12:50:16 main:574] : INFO : Epoch 1894 | loss: 0.0312309 | val_loss: 0.0312323 | Time: 4830.15 ms [2021-09-28 12:50:21 main:574] : INFO : Epoch 1895 | loss: 0.0312313 | val_loss: 0.031233 | Time: 5112.82 ms [2021-09-28 12:50:26 main:574] : INFO : Epoch 1896 | loss: 0.0312291 | val_loss: 0.0312308 | Time: 5130.39 ms [2021-09-28 12:50:32 main:574] : INFO : Epoch 1897 | loss: 0.0312286 | val_loss: 0.0312302 | Time: 5365.85 ms [2021-09-28 12:50:36 main:574] : INFO : Epoch 1898 | loss: 0.0312314 | val_loss: 0.0312323 | Time: 4651.79 ms [2021-09-28 12:50:41 main:574] : INFO : Epoch 1899 | loss: 0.0312292 | val_loss: 0.0312312 | Time: 4850.74 ms [2021-09-28 12:50:46 main:574] : INFO : Epoch 1900 | loss: 0.0312295 | val_loss: 0.0312326 | Time: 4823.9 ms [2021-09-28 12:50:51 main:574] : INFO : Epoch 1901 | loss: 0.0312289 | val_loss: 0.0312322 | Time: 4928.78 ms [2021-09-28 12:50:56 main:574] : INFO : Epoch 1902 | loss: 0.0312305 | val_loss: 0.0312309 | Time: 4919.91 ms [2021-09-28 12:51:01 main:574] : INFO : Epoch 1903 | loss: 0.0312284 | val_loss: 0.0312306 | Time: 4776.5 ms [2021-09-28 12:51:05 main:574] : INFO : Epoch 1904 | loss: 0.0312297 | val_loss: 0.0312304 | Time: 4811.11 ms [2021-09-28 12:51:10 main:574] : INFO : Epoch 1905 | loss: 0.0312299 | val_loss: 0.0312299 | Time: 4790.17 ms [2021-09-28 12:51:15 main:574] : INFO : Epoch 1906 | loss: 0.0312276 | val_loss: 0.0312297 | Time: 5010.47 ms [2021-09-28 12:51:20 main:574] : INFO : Epoch 1907 | loss: 0.0312279 | val_loss: 0.0312293 | Time: 4911.85 ms [2021-09-28 12:51:25 main:574] : INFO : Epoch 1908 | loss: 0.0312282 | val_loss: 0.0312298 | Time: 4836.67 ms [2021-09-28 12:51:30 main:574] : INFO : Epoch 1909 | loss: 0.0312281 | val_loss: 0.031232 | Time: 4848.11 ms [2021-09-28 12:51:35 main:574] : INFO : Epoch 1910 | loss: 0.0312311 | val_loss: 0.031232 | Time: 5102.06 ms [2021-09-28 12:51:40 main:574] : INFO : Epoch 1911 | loss: 0.0312317 | val_loss: 0.0312358 | Time: 5119.48 ms [2021-09-28 12:51:45 main:574] : INFO : Epoch 1912 | loss: 0.0312355 | val_loss: 0.0312488 | Time: 4845.64 ms [2021-09-28 12:51:50 main:574] : INFO : Epoch 1913 | loss: 0.0312513 | val_loss: 0.0312535 | Time: 4885.13 ms [2021-09-28 12:51:55 main:574] : INFO : Epoch 1914 | loss: 0.031237 | val_loss: 0.0312374 | Time: 4850.52 ms [2021-09-28 12:52:00 main:574] : INFO : Epoch 1915 | loss: 0.0312318 | val_loss: 0.0312351 | Time: 4850.21 ms [2021-09-28 12:52:05 main:574] : INFO : Epoch 1916 | loss: 0.0312323 | val_loss: 0.031233 | Time: 5088.9 ms [2021-09-28 12:52:10 main:574] : INFO : Epoch 1917 | loss: 0.0312319 | val_loss: 0.0312299 | Time: 4868.44 ms [2021-09-28 12:52:14 main:574] : INFO : Epoch 1918 | loss: 0.0312283 | val_loss: 0.0312296 | Time: 4868.87 ms [2021-09-28 12:52:19 main:574] : INFO : Epoch 1919 | loss: 0.0312307 | val_loss: 0.0312339 | Time: 4848.25 ms [2021-09-28 12:52:24 main:574] : INFO : Epoch 1920 | loss: 0.0312328 | val_loss: 0.0312316 | Time: 4833.11 ms [2021-09-28 12:52:29 main:574] : INFO : Epoch 1921 | loss: 0.0312284 | val_loss: 0.0312298 | Time: 5087.46 ms [2021-09-28 12:52:34 main:574] : INFO : Epoch 1922 | loss: 0.0312284 | val_loss: 0.0312293 | Time: 4991.07 ms [2021-09-28 12:52:39 main:574] : INFO : Epoch 1923 | loss: 0.0312293 | val_loss: 0.0312293 | Time: 5089.7 ms [2021-09-28 12:52:44 main:574] : INFO : Epoch 1924 | loss: 0.031228 | val_loss: 0.0312295 | Time: 5106.3 ms [2021-09-28 12:52:49 main:574] : INFO : Epoch 1925 | loss: 0.0312285 | val_loss: 0.0312321 | Time: 4876.64 ms [2021-09-28 12:52:54 main:574] : INFO : Epoch 1926 | loss: 0.0312296 | val_loss: 0.0312291 | Time: 5157.41 ms [2021-09-28 12:52:59 main:574] : INFO : Epoch 1927 | loss: 0.0312314 | val_loss: 0.0312308 | Time: 4800.88 ms [2021-09-28 12:53:04 main:574] : INFO : Epoch 1928 | loss: 0.0312285 | val_loss: 0.0312306 | Time: 4815.64 ms [2021-09-28 12:53:09 main:574] : INFO : Epoch 1929 | loss: 0.0312298 | val_loss: 0.0312307 | Time: 4860.43 ms [2021-09-28 12:53:14 main:574] : INFO : Epoch 1930 | loss: 0.0312275 | val_loss: 0.03123 | Time: 4827.39 ms [2021-09-28 12:53:19 main:574] : INFO : Epoch 1931 | loss: 0.0312278 | val_loss: 0.031233 | Time: 5069.49 ms [2021-09-28 12:53:24 main:574] : INFO : Epoch 1932 | loss: 0.0312282 | val_loss: 0.0312342 | Time: 4819.75 ms [2021-09-28 12:53:28 main:574] : INFO : Epoch 1933 | loss: 0.0312277 | val_loss: 0.0312313 | Time: 4826.42 ms [2021-09-28 12:53:33 main:574] : INFO : Epoch 1934 | loss: 0.0312276 | val_loss: 0.0312294 | Time: 4824.5 ms [2021-09-28 12:53:38 main:574] : INFO : Epoch 1935 | loss: 0.0312278 | val_loss: 0.0312286 | Time: 5035.27 ms [2021-09-28 12:53:43 main:574] : INFO : Epoch 1936 | loss: 0.0312285 | val_loss: 0.0312344 | Time: 5082.38 ms [2021-09-28 12:53:49 main:574] : INFO : Epoch 1937 | loss: 0.0312292 | val_loss: 0.0312324 | Time: 5380.22 ms [2021-09-28 12:53:54 main:574] : INFO : Epoch 1938 | loss: 0.0312281 | val_loss: 0.0312293 | Time: 4825.53 ms [2021-09-28 12:53:58 main:574] : INFO : Epoch 1939 | loss: 0.0312281 | val_loss: 0.0312291 | Time: 4806.68 ms [2021-09-28 12:54:03 main:574] : INFO : Epoch 1940 | loss: 0.0312269 | val_loss: 0.0312316 | Time: 5022.81 ms [2021-09-28 12:54:08 main:574] : INFO : Epoch 1941 | loss: 0.0312269 | val_loss: 0.0312316 | Time: 4931.75 ms [2021-09-28 12:54:14 main:574] : INFO : Epoch 1942 | loss: 0.0312289 | val_loss: 0.0312289 | Time: 5081.84 ms [2021-09-28 12:54:18 main:574] : INFO : Epoch 1943 | loss: 0.0312281 | val_loss: 0.031234 | Time: 4832.15 ms [2021-09-28 12:54:23 main:574] : INFO : Epoch 1944 | loss: 0.0312297 | val_loss: 0.03123 | Time: 4887.27 ms [2021-09-28 12:54:28 main:574] : INFO : Epoch 1945 | loss: 0.0312288 | val_loss: 0.0312303 | Time: 4941.61 ms [2021-09-28 12:54:33 main:574] : INFO : Epoch 1946 | loss: 0.0312274 | val_loss: 0.0312296 | Time: 5032.28 ms [2021-09-28 12:54:38 main:574] : INFO : Epoch 1947 | loss: 0.0312274 | val_loss: 0.0312285 | Time: 4820.23 ms [2021-09-28 12:54:43 main:574] : INFO : Epoch 1948 | loss: 0.0312266 | val_loss: 0.0312289 | Time: 5098.43 ms [2021-09-28 12:54:48 main:574] : INFO : Epoch 1949 | loss: 0.0312266 | val_loss: 0.0312281 | Time: 4841.51 ms [2021-09-28 12:54:54 main:574] : INFO : Epoch 1950 | loss: 0.0312276 | val_loss: 0.0312284 | Time: 5569.94 ms [2021-09-28 12:54:59 main:574] : INFO : Epoch 1951 | loss: 0.0312281 | val_loss: 0.0312374 | Time: 5044.8 ms [2021-09-28 12:55:03 main:574] : INFO : Epoch 1952 | loss: 0.0312287 | val_loss: 0.0312287 | Time: 4865.27 ms [2021-09-28 12:55:08 main:574] : INFO : Epoch 1953 | loss: 0.0312265 | val_loss: 0.0312296 | Time: 4931.63 ms [2021-09-28 12:55:13 main:574] : INFO : Epoch 1954 | loss: 0.0312273 | val_loss: 0.0312282 | Time: 4875.97 ms [2021-09-28 12:55:18 main:574] : INFO : Epoch 1955 | loss: 0.0312271 | val_loss: 0.0312306 | Time: 5000.27 ms [2021-09-28 12:55:23 main:574] : INFO : Epoch 1956 | loss: 0.0312293 | val_loss: 0.0312305 | Time: 4873.06 ms [2021-09-28 12:55:28 main:574] : INFO : Epoch 1957 | loss: 0.0312299 | val_loss: 0.0312371 | Time: 4943.93 ms [2021-09-28 12:55:33 main:574] : INFO : Epoch 1958 | loss: 0.0312313 | val_loss: 0.0312317 | Time: 4829.74 ms [2021-09-28 12:55:38 main:574] : INFO : Epoch 1959 | loss: 0.0312272 | val_loss: 0.0312283 | Time: 4808.06 ms [2021-09-28 12:55:43 main:574] : INFO : Epoch 1960 | loss: 0.0312271 | val_loss: 0.0312296 | Time: 4870.9 ms [2021-09-28 12:55:48 main:574] : INFO : Epoch 1961 | loss: 0.031227 | val_loss: 0.0312291 | Time: 4913.58 ms [2021-09-28 12:55:53 main:574] : INFO : Epoch 1962 | loss: 0.0312267 | val_loss: 0.0312277 | Time: 5060.75 ms [2021-09-28 12:55:58 main:574] : INFO : Epoch 1963 | loss: 0.0312294 | val_loss: 0.0312291 | Time: 5271.28 ms [2021-09-28 12:56:03 main:574] : INFO : Epoch 1964 | loss: 0.0312305 | val_loss: 0.0312338 | Time: 5119.84 ms [2021-09-28 12:56:08 main:574] : INFO : Epoch 1965 | loss: 0.0312271 | val_loss: 0.0312296 | Time: 5060.81 ms [2021-09-28 12:56:13 main:574] : INFO : Epoch 1966 | loss: 0.0312276 | val_loss: 0.0312292 | Time: 4886.66 ms [2021-09-28 12:56:18 main:574] : INFO : Epoch 1967 | loss: 0.0312291 | val_loss: 0.0312346 | Time: 4759.58 ms [2021-09-28 12:56:23 main:574] : INFO : Epoch 1968 | loss: 0.0312293 | val_loss: 0.0312287 | Time: 4887.59 ms [2021-09-28 12:56:28 main:574] : INFO : Epoch 1969 | loss: 0.0312268 | val_loss: 0.0312277 | Time: 4869.12 ms [2021-09-28 12:56:33 main:574] : INFO : Epoch 1970 | loss: 0.0312291 | val_loss: 0.0312304 | Time: 5127.05 ms [2021-09-28 12:56:37 main:574] : INFO : Epoch 1971 | loss: 0.0312278 | val_loss: 0.0312291 | Time: 4773.83 ms [2021-09-28 12:56:42 main:574] : INFO : Epoch 1972 | loss: 0.0312275 | val_loss: 0.03123 | Time: 4708.03 ms [2021-09-28 12:56:48 main:574] : INFO : Epoch 1973 | loss: 0.0312267 | val_loss: 0.0312327 | Time: 5897.82 ms [2021-09-28 12:56:55 main:574] : INFO : Epoch 1974 | loss: 0.0312294 | val_loss: 0.0312387 | Time: 7287.52 ms [2021-09-28 12:57:01 main:574] : INFO : Epoch 1975 | loss: 0.0312288 | val_loss: 0.0312277 | Time: 5223.02 ms [2021-09-28 12:57:06 main:574] : INFO : Epoch 1976 | loss: 0.0312268 | val_loss: 0.0312281 | Time: 5144.01 ms [2021-09-28 12:57:11 main:574] : INFO : Epoch 1977 | loss: 0.0312255 | val_loss: 0.0312286 | Time: 4862.24 ms [2021-09-28 12:57:15 main:574] : INFO : Epoch 1978 | loss: 0.0312259 | val_loss: 0.0312276 | Time: 4777.1 ms [2021-09-28 12:57:20 main:574] : INFO : Epoch 1979 | loss: 0.031226 | val_loss: 0.0312281 | Time: 4838.91 ms [2021-09-28 12:57:25 main:574] : INFO : Epoch 1980 | loss: 0.0312256 | val_loss: 0.0312272 | Time: 4714.41 ms [2021-09-28 12:57:30 main:574] : INFO : Epoch 1981 | loss: 0.0312256 | val_loss: 0.0312305 | Time: 4799.38 ms [2021-09-28 12:57:34 main:574] : INFO : Epoch 1982 | loss: 0.031227 | val_loss: 0.0312273 | Time: 4659.61 ms [2021-09-28 12:57:39 main:574] : INFO : Epoch 1983 | loss: 0.0312258 | val_loss: 0.0312302 | Time: 4819.23 ms [2021-09-28 12:57:44 main:574] : INFO : Epoch 1984 | loss: 0.0312259 | val_loss: 0.0312272 | Time: 4849.75 ms [2021-09-28 12:57:49 main:574] : INFO : Epoch 1985 | loss: 0.0312259 | val_loss: 0.0312331 | Time: 4620.09 ms [2021-09-28 12:57:53 main:574] : INFO : Epoch 1986 | loss: 0.0312306 | val_loss: 0.0312295 | Time: 4709.41 ms [2021-09-28 12:57:58 main:574] : INFO : Epoch 1987 | loss: 0.0312258 | val_loss: 0.0312276 | Time: 4737.59 ms [2021-09-28 12:58:03 main:574] : INFO : Epoch 1988 | loss: 0.0312254 | val_loss: 0.0312275 | Time: 4971.58 ms [2021-09-28 12:58:08 main:574] : INFO : Epoch 1989 | loss: 0.0312254 | val_loss: 0.0312281 | Time: 4981.18 ms [2021-09-28 12:58:13 main:574] : INFO : Epoch 1990 | loss: 0.0312277 | val_loss: 0.0312336 | Time: 5326.15 ms [2021-09-28 12:58:18 main:574] : INFO : Epoch 1991 | loss: 0.0312291 | val_loss: 0.0312286 | Time: 4728.46 ms [2021-09-28 12:58:23 main:574] : INFO : Epoch 1992 | loss: 0.0312285 | val_loss: 0.0312341 | Time: 4636.5 ms [2021-09-28 12:58:28 main:574] : INFO : Epoch 1993 | loss: 0.0312304 | val_loss: 0.0312334 | Time: 4731.39 ms [2021-09-28 12:58:32 main:574] : INFO : Epoch 1994 | loss: 0.0312306 | val_loss: 0.0312276 | Time: 4843.82 ms [2021-09-28 12:58:37 main:574] : INFO : Epoch 1995 | loss: 0.0312296 | val_loss: 0.0312292 | Time: 4777.44 ms [2021-09-28 12:58:42 main:574] : INFO : Epoch 1996 | loss: 0.0312259 | val_loss: 0.0312281 | Time: 4809.08 ms [2021-09-28 12:58:47 main:574] : INFO : Epoch 1997 | loss: 0.0312307 | val_loss: 0.0312335 | Time: 4660.64 ms [2021-09-28 12:58:52 main:574] : INFO : Epoch 1998 | loss: 0.0312268 | val_loss: 0.0312298 | Time: 4804.45 ms [2021-09-28 12:58:56 main:574] : INFO : Epoch 1999 | loss: 0.0312263 | val_loss: 0.0312296 | Time: 4888.58 ms [2021-09-28 12:59:01 main:574] : INFO : Epoch 2000 | loss: 0.0312284 | val_loss: 0.0312277 | Time: 4735.16 ms [2021-09-28 12:59:06 main:574] : INFO : Epoch 2001 | loss: 0.0312258 | val_loss: 0.0312271 | Time: 4944.9 ms [2021-09-28 12:59:11 main:574] : INFO : Epoch 2002 | loss: 0.0312258 | val_loss: 0.0312267 | Time: 4844.18 ms [2021-09-28 12:59:16 main:574] : INFO : Epoch 2003 | loss: 0.0312279 | val_loss: 0.031231 | Time: 4978.68 ms [2021-09-28 12:59:21 main:574] : INFO : Epoch 2004 | loss: 0.0312293 | val_loss: 0.031232 | Time: 5354.02 ms [2021-09-28 12:59:26 main:574] : INFO : Epoch 2005 | loss: 0.0312257 | val_loss: 0.0312268 | Time: 4835.92 ms [2021-09-28 12:59:31 main:574] : INFO : Epoch 2006 | loss: 0.031226 | val_loss: 0.0312268 | Time: 4693.53 ms [2021-09-28 12:59:35 main:574] : INFO : Epoch 2007 | loss: 0.0312271 | val_loss: 0.0312264 | Time: 4624.94 ms [2021-09-28 12:59:40 main:574] : INFO : Epoch 2008 | loss: 0.0312264 | val_loss: 0.0312269 | Time: 4643.4 ms [2021-09-28 12:59:45 main:574] : INFO : Epoch 2009 | loss: 0.0312258 | val_loss: 0.0312272 | Time: 4712.57 ms [2021-09-28 12:59:50 main:574] : INFO : Epoch 2010 | loss: 0.0312255 | val_loss: 0.0312273 | Time: 5268.42 ms [2021-09-28 12:59:55 main:574] : INFO : Epoch 2011 | loss: 0.0312277 | val_loss: 0.0312316 | Time: 4679.27 ms [2021-09-28 13:00:00 main:574] : INFO : Epoch 2012 | loss: 0.0312297 | val_loss: 0.0312312 | Time: 4768.18 ms [2021-09-28 13:00:04 main:574] : INFO : Epoch 2013 | loss: 0.0312262 | val_loss: 0.0312311 | Time: 4761.11 ms [2021-09-28 13:00:09 main:574] : INFO : Epoch 2014 | loss: 0.0312266 | val_loss: 0.0312302 | Time: 4753.32 ms [2021-09-28 13:00:14 main:574] : INFO : Epoch 2015 | loss: 0.0312262 | val_loss: 0.0312265 | Time: 5183.54 ms [2021-09-28 13:00:19 main:574] : INFO : Epoch 2016 | loss: 0.031226 | val_loss: 0.0312261 | Time: 4745.74 ms [2021-09-28 13:00:24 main:574] : INFO : Epoch 2017 | loss: 0.0312276 | val_loss: 0.03123 | Time: 5374.81 ms [2021-09-28 13:00:29 main:574] : INFO : Epoch 2018 | loss: 0.0312282 | val_loss: 0.0312318 | Time: 4808.38 ms [2021-09-28 13:00:34 main:574] : INFO : Epoch 2019 | loss: 0.0312264 | val_loss: 0.0312283 | Time: 4827.69 ms [2021-09-28 13:00:39 main:574] : INFO : Epoch 2020 | loss: 0.0312272 | val_loss: 0.03123 | Time: 4826.86 ms [2021-09-28 13:00:43 main:574] : INFO : Epoch 2021 | loss: 0.0312274 | val_loss: 0.0312261 | Time: 4565.28 ms [2021-09-28 13:00:48 main:574] : INFO : Epoch 2022 | loss: 0.0312279 | val_loss: 0.0312289 | Time: 4748.74 ms [2021-09-28 13:00:53 main:574] : INFO : Epoch 2023 | loss: 0.0312256 | val_loss: 0.0312258 | Time: 4799.85 ms [2021-09-28 13:00:58 main:574] : INFO : Epoch 2024 | loss: 0.0312254 | val_loss: 0.0312264 | Time: 4956.08 ms [2021-09-28 13:01:03 main:574] : INFO : Epoch 2025 | loss: 0.0312254 | val_loss: 0.0312254 | Time: 4736.19 ms [2021-09-28 13:01:07 main:574] : INFO : Epoch 2026 | loss: 0.0312252 | val_loss: 0.0312254 | Time: 4690.04 ms [2021-09-28 13:01:12 main:574] : INFO : Epoch 2027 | loss: 0.0312252 | val_loss: 0.031227 | Time: 4781.91 ms [2021-09-28 13:01:17 main:574] : INFO : Epoch 2028 | loss: 0.031225 | val_loss: 0.0312254 | Time: 4681.24 ms [2021-09-28 13:01:22 main:574] : INFO : Epoch 2029 | loss: 0.0312248 | val_loss: 0.031229 | Time: 5017.91 ms [2021-09-28 13:01:27 main:574] : INFO : Epoch 2030 | loss: 0.0312254 | val_loss: 0.0312288 | Time: 4777.84 ms [2021-09-28 13:01:32 main:574] : INFO : Epoch 2031 | loss: 0.0312269 | val_loss: 0.0312272 | Time: 5181.85 ms [2021-09-28 13:01:36 main:574] : INFO : Epoch 2032 | loss: 0.0312279 | val_loss: 0.0312282 | Time: 4622.23 ms [2021-09-28 13:01:41 main:574] : INFO : Epoch 2033 | loss: 0.0312257 | val_loss: 0.0312268 | Time: 4746.79 ms [2021-09-28 13:01:46 main:574] : INFO : Epoch 2034 | loss: 0.0312243 | val_loss: 0.0312285 | Time: 4868.47 ms [2021-09-28 13:01:51 main:574] : INFO : Epoch 2035 | loss: 0.0312252 | val_loss: 0.0312275 | Time: 4701.36 ms [2021-09-28 13:01:55 main:574] : INFO : Epoch 2036 | loss: 0.0312258 | val_loss: 0.0312254 | Time: 4537.35 ms [2021-09-28 13:02:00 main:574] : INFO : Epoch 2037 | loss: 0.0312246 | val_loss: 0.031227 | Time: 4686.81 ms [2021-09-28 13:02:05 main:574] : INFO : Epoch 2038 | loss: 0.0312276 | val_loss: 0.0312307 | Time: 4708.22 ms [2021-09-28 13:02:10 main:574] : INFO : Epoch 2039 | loss: 0.0312265 | val_loss: 0.0312261 | Time: 4772.21 ms [2021-09-28 13:02:14 main:574] : INFO : Epoch 2040 | loss: 0.0312249 | val_loss: 0.0312258 | Time: 4911.17 ms [2021-09-28 13:02:19 main:574] : INFO : Epoch 2041 | loss: 0.0312249 | val_loss: 0.0312263 | Time: 4704.89 ms [2021-09-28 13:02:24 main:574] : INFO : Epoch 2042 | loss: 0.0312248 | val_loss: 0.0312278 | Time: 4674.16 ms [2021-09-28 13:02:29 main:574] : INFO : Epoch 2043 | loss: 0.0312251 | val_loss: 0.0312254 | Time: 4848.75 ms [2021-09-28 13:02:34 main:574] : INFO : Epoch 2044 | loss: 0.0312241 | val_loss: 0.0312275 | Time: 4901.95 ms [2021-09-28 13:02:39 main:574] : INFO : Epoch 2045 | loss: 0.0312247 | val_loss: 0.0312293 | Time: 5225.84 ms [2021-09-28 13:02:43 main:574] : INFO : Epoch 2046 | loss: 0.0312254 | val_loss: 0.0312276 | Time: 4621.05 ms [2021-09-28 13:02:48 main:574] : INFO : Epoch 2047 | loss: 0.0312266 | val_loss: 0.03123 | Time: 4662.66 ms [2021-09-28 13:02:53 main:574] : INFO : Epoch 2048 | loss: 0.0312258 | val_loss: 0.0312262 | Time: 4857.43 ms [2021-09-28 13:02:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312262 [2021-09-28 13:02:53 main:603] : INFO : Saving end state to config to file [2021-09-28 13:02:53 main:608] : INFO : Success, exiting.. 13:02:53 (15468): 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)