Task 5567738
| Name | ParityMachine-1624823804-20974-1_0 |
| Workunit | 3412460 |
| Created | 2 Jul 2021, 10:15:27 UTC |
| Sent | 6 Jul 2021, 2:04:55 UTC |
| Report deadline | 13 Jul 2021, 2:04:55 UTC |
| Received | 4 Sep 2021, 0:10:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11931 |
| Run time | 2 hours 57 min 38 sec |
| CPU time | 2 hours 38 min 42 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 8,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0312469 | Time: 4928.88 ms [2021-09-03 10:42:57 main:574] : INFO : Epoch 1682 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 4781.25 ms [2021-09-03 10:43:02 main:574] : INFO : Epoch 1683 | loss: 0.0312473 | val_loss: 0.0312456 | Time: 4802.93 ms [2021-09-03 10:43:07 main:574] : INFO : Epoch 1684 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 4778.4 ms [2021-09-03 10:43:12 main:574] : INFO : Epoch 1685 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 4735.47 ms [2021-09-03 10:43:17 main:574] : INFO : Epoch 1686 | loss: 0.031246 | val_loss: 0.0312451 | Time: 4732.41 ms [2021-09-03 10:43:22 main:574] : INFO : Epoch 1687 | loss: 0.0312461 | val_loss: 0.031245 | Time: 4819.92 ms [2021-09-03 10:43:27 main:574] : INFO : Epoch 1688 | loss: 0.0312463 | val_loss: 0.031246 | Time: 4779.89 ms [2021-09-03 10:43:32 main:574] : INFO : Epoch 1689 | loss: 0.0312466 | val_loss: 0.0312449 | Time: 4868.91 ms [2021-09-03 10:43:37 main:574] : INFO : Epoch 1690 | loss: 0.0312469 | val_loss: 0.0312482 | Time: 4906.6 ms [2021-09-03 10:43:42 main:574] : INFO : Epoch 1691 | loss: 0.031246 | val_loss: 0.0312449 | Time: 4867.53 ms [2021-09-03 10:43:47 main:574] : INFO : Epoch 1692 | loss: 0.0312466 | val_loss: 0.0312451 | Time: 4823.06 ms [2021-09-03 10:43:52 main:574] : INFO : Epoch 1693 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 4818.34 ms [2021-09-03 10:43:58 main:574] : INFO : Epoch 1694 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 4864.76 ms [2021-09-03 10:44:03 main:574] : INFO : Epoch 1695 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 4797.86 ms [2021-09-03 10:44:08 main:574] : INFO : Epoch 1696 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 4916.38 ms [2021-09-03 10:44:13 main:574] : INFO : Epoch 1697 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 4633.52 ms [2021-09-03 10:44:18 main:574] : INFO : Epoch 1698 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 4834.35 ms [2021-09-03 10:44:23 main:574] : INFO : Epoch 1699 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 4856.36 ms [2021-09-03 10:44:28 main:574] : INFO : Epoch 1700 | loss: 0.031247 | val_loss: 0.0312454 | Time: 4739.52 ms [2021-09-03 10:44:33 main:574] : INFO : Epoch 1701 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 4948.76 ms [2021-09-03 10:44:38 main:574] : INFO : Epoch 1702 | loss: 0.0312473 | val_loss: 0.0312449 | Time: 4818.98 ms [2021-09-03 10:44:43 main:574] : INFO : Epoch 1703 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 5039.19 ms [2021-09-03 10:44:49 main:574] : INFO : Epoch 1704 | loss: 0.0312466 | val_loss: 0.0312475 | Time: 4868.29 ms [2021-09-03 10:44:54 main:574] : INFO : Epoch 1705 | loss: 0.031246 | val_loss: 0.0312454 | Time: 4839.14 ms [2021-09-03 10:44:59 main:574] : INFO : Epoch 1706 | loss: 0.0312474 | val_loss: 0.0312457 | Time: 4751.87 ms [2021-09-03 10:45:04 main:574] : INFO : Epoch 1707 | loss: 0.0312466 | val_loss: 0.031245 | Time: 4884.73 ms [2021-09-03 10:45:09 main:574] : INFO : Epoch 1708 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 4930.06 ms [2021-09-03 10:45:14 main:574] : INFO : Epoch 1709 | loss: 0.0312469 | val_loss: 0.0312451 | Time: 4692.17 ms [2021-09-03 10:45:19 main:574] : INFO : Epoch 1710 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 4878.79 ms [2021-09-03 10:45:25 main:574] : INFO : Epoch 1711 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 4851.76 ms [2021-09-03 10:45:30 main:574] : INFO : Epoch 1712 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 4862.03 ms [2021-09-03 10:45:35 main:574] : INFO : Epoch 1713 | loss: 0.0312468 | val_loss: 0.0312481 | Time: 4823.53 ms [2021-09-03 10:45:40 main:574] : INFO : Epoch 1714 | loss: 0.0312471 | val_loss: 0.0312504 | Time: 4844.94 ms [2021-09-03 10:45:45 main:574] : INFO : Epoch 1715 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 4979.57 ms [2021-09-03 10:45:51 main:574] : INFO : Epoch 1716 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 5133.04 ms [2021-09-03 10:45:56 main:574] : INFO : Epoch 1717 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 4939.07 ms [2021-09-03 10:46:01 main:574] : INFO : Epoch 1718 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 4934.35 ms [2021-09-03 10:46:07 main:574] : INFO : Epoch 1719 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 4877.84 ms [2021-09-03 10:46:12 main:574] : INFO : Epoch 1720 | loss: 0.0312463 | val_loss: 0.031245 | Time: 4914.2 ms [2021-09-03 10:46:18 main:574] : INFO : Epoch 1721 | loss: 0.0312467 | val_loss: 0.031249 | Time: 4889.35 ms [2021-09-03 10:46:23 main:574] : INFO : Epoch 1722 | loss: 0.0312471 | val_loss: 0.0312451 | Time: 4904.45 ms [2021-09-03 10:46:28 main:574] : INFO : Epoch 1723 | loss: 0.0312471 | val_loss: 0.0312458 | Time: 4876.65 ms [2021-09-03 10:46:34 main:574] : INFO : Epoch 1724 | loss: 0.0312471 | val_loss: 0.0312463 | Time: 4865.89 ms [2021-09-03 10:46:39 main:574] : INFO : Epoch 1725 | loss: 0.031247 | val_loss: 0.0312466 | Time: 4739.99 ms [2021-09-03 10:46:44 main:574] : INFO : Epoch 1726 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 4815.23 ms [2021-09-03 10:46:49 main:574] : INFO : Epoch 1727 | loss: 0.0312472 | val_loss: 0.0312456 | Time: 4538.75 ms [2021-09-03 10:46:54 main:574] : INFO : Epoch 1728 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 4354.68 ms [2021-09-03 10:46:59 main:574] : INFO : Epoch 1729 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 4245.45 ms [2021-09-03 10:47:04 main:574] : INFO : Epoch 1730 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 4328.24 ms [2021-09-03 10:47:09 main:574] : INFO : Epoch 1731 | loss: 0.0312464 | val_loss: 0.031245 | Time: 4443.43 ms [2021-09-03 10:47:23 main:574] : INFO : Epoch 1732 | loss: 0.031246 | val_loss: 0.0312448 | Time: 4333.37 ms [2021-09-03 10:47:28 main:574] : INFO : Epoch 1733 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 4361.54 ms [2021-09-03 10:47:32 main:574] : INFO : Epoch 1734 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 4563.11 ms [2021-09-03 10:47:37 main:574] : INFO : Epoch 1735 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 4689.35 ms [2021-09-03 10:47:42 main:574] : INFO : Epoch 1736 | loss: 0.0312471 | val_loss: 0.0312457 | Time: 4579.82 ms [2021-09-03 10:47:46 main:574] : INFO : Epoch 1737 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 4490.02 ms [2021-09-03 10:47:51 main:574] : INFO : Epoch 1738 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 4494.64 ms [2021-09-03 10:47:55 main:574] : INFO : Epoch 1739 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 4330.05 ms [2021-09-03 10:48:00 main:574] : INFO : Epoch 1740 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 4412.82 ms [2021-09-03 10:48:05 main:574] : INFO : Epoch 1741 | loss: 0.0312469 | val_loss: 0.0312451 | Time: 4456.85 ms [2021-09-03 10:48:09 main:574] : INFO : Epoch 1742 | loss: 0.0312459 | val_loss: 0.0312467 | Time: 4318.04 ms [2021-09-03 10:48:14 main:574] : INFO : Epoch 1743 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 4399.99 ms [2021-09-03 10:48:18 main:574] : INFO : Epoch 1744 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 4566.89 ms [2021-09-03 10:48:23 main:574] : INFO : Epoch 1745 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 4680.85 ms [2021-09-03 10:48:28 main:574] : INFO : Epoch 1746 | loss: 0.031246 | val_loss: 0.0312449 | Time: 4641.51 ms [2021-09-03 10:48:33 main:574] : INFO : Epoch 1747 | loss: 0.0312457 | val_loss: 0.031245 | Time: 4758.5 ms [2021-09-03 10:48:38 main:574] : INFO : Epoch 1748 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 4601.05 ms [2021-09-03 10:48:43 main:574] : INFO : Epoch 1749 | loss: 0.0312488 | val_loss: 0.031247 | Time: 4566.25 ms [2021-09-03 10:48:47 main:574] : INFO : Epoch 1750 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 4573.12 ms [2021-09-03 10:48:52 main:574] : INFO : Epoch 1751 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 4748.46 ms [2021-09-03 10:48:57 main:574] : INFO : Epoch 1752 | loss: 0.031247 | val_loss: 0.031245 | Time: 4607.14 ms [2021-09-03 10:49:02 main:574] : INFO : Epoch 1753 | loss: 0.0312469 | val_loss: 0.0312485 | Time: 4521.35 ms [2021-09-03 10:49:06 main:574] : INFO : Epoch 1754 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 4524.72 ms [2021-09-03 10:49:11 main:574] : INFO : Epoch 1755 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 4454.87 ms [2021-09-03 10:49:16 main:574] : INFO : Epoch 1756 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 4523.99 ms [2021-09-03 10:49:20 main:574] : INFO : Epoch 1757 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 4585.2 ms [2021-09-03 10:49:25 main:574] : INFO : Epoch 1758 | loss: 0.0312467 | val_loss: 0.0312462 | Time: 4596.12 ms [2021-09-03 10:49:30 main:574] : INFO : Epoch 1759 | loss: 0.0312468 | val_loss: 0.0312461 | Time: 4427.35 ms [2021-09-03 10:49:34 main:574] : INFO : Epoch 1760 | loss: 0.031246 | val_loss: 0.0312449 | Time: 4472.35 ms [2021-09-03 10:49:39 main:574] : INFO : Epoch 1761 | loss: 0.031246 | val_loss: 0.0312456 | Time: 4463 ms [2021-09-03 10:49:43 main:574] : INFO : Epoch 1762 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 4481.96 ms [2021-09-03 10:49:48 main:574] : INFO : Epoch 1763 | loss: 0.031246 | val_loss: 0.0312459 | Time: 4491.21 ms [2021-09-03 10:49:53 main:574] : INFO : Epoch 1764 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 4620.74 ms [2021-09-03 10:49:58 main:574] : INFO : Epoch 1765 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 4865.15 ms [2021-09-03 10:50:03 main:574] : INFO : Epoch 1766 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 4916.44 ms [2021-09-03 10:50:08 main:574] : INFO : Epoch 1767 | loss: 0.0312462 | val_loss: 0.0312482 | Time: 4800.1 ms [2021-09-03 10:50:13 main:574] : INFO : Epoch 1768 | loss: 0.0312474 | val_loss: 0.0312479 | Time: 4532.93 ms [2021-09-03 10:50:17 main:574] : INFO : Epoch 1769 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 4479.79 ms [2021-09-03 10:50:22 main:574] : INFO : Epoch 1770 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 4611.31 ms [2021-09-03 10:50:27 main:574] : INFO : Epoch 1771 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 4758.3 ms [2021-09-03 10:50:32 main:574] : INFO : Epoch 1772 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 4556.06 ms [2021-09-03 10:50:37 main:574] : INFO : Epoch 1773 | loss: 0.0312473 | val_loss: 0.0312508 | Time: 4801.26 ms [2021-09-03 10:50:42 main:574] : INFO : Epoch 1774 | loss: 0.0312484 | val_loss: 0.0312451 | Time: 4723.41 ms [2021-09-03 10:50:47 main:574] : INFO : Epoch 1775 | loss: 0.031246 | val_loss: 0.0312453 | Time: 4713.64 ms [2021-09-03 10:50:51 main:574] : INFO : Epoch 1776 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 4728.7 ms [2021-09-03 10:50:57 main:574] : INFO : Epoch 1777 | loss: 0.0312462 | val_loss: 0.031246 | Time: 4968.23 ms [2021-09-03 10:51:01 main:574] : INFO : Epoch 1778 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 4560.58 ms [2021-09-03 10:51:06 main:574] : INFO : Epoch 1779 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 4373.39 ms [2021-09-03 10:51:11 main:574] : INFO : Epoch 1780 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 4651.75 ms [2021-09-03 10:51:16 main:574] : INFO : Epoch 1781 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 4841.27 ms [2021-09-03 10:51:21 main:574] : INFO : Epoch 1782 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 4643.29 ms [2021-09-03 10:51:25 main:574] : INFO : Epoch 1783 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 4319.29 ms [2021-09-03 10:51:30 main:574] : INFO : Epoch 1784 | loss: 0.0312465 | val_loss: 0.0312478 | Time: 4284.99 ms [2021-09-03 10:51:35 main:574] : INFO : Epoch 1785 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 4285.23 ms [2021-09-03 10:51:39 main:574] : INFO : Epoch 1786 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 4300.27 ms [2021-09-03 10:51:44 main:574] : INFO : Epoch 1787 | loss: 0.0312475 | val_loss: 0.031246 | Time: 4304.67 ms [2021-09-03 10:51:48 main:574] : INFO : Epoch 1788 | loss: 0.0312467 | val_loss: 0.0312448 | Time: 4414.38 ms [2021-09-03 10:51:53 main:574] : INFO : Epoch 1789 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 4223.33 ms [2021-09-03 10:51:58 main:574] : INFO : Epoch 1790 | loss: 0.0312459 | val_loss: 0.031245 | Time: 4544.56 ms [2021-09-03 10:52:03 main:574] : INFO : Epoch 1791 | loss: 0.031246 | val_loss: 0.0312454 | Time: 4428.43 ms [2021-09-03 10:52:07 main:574] : INFO : Epoch 1792 | loss: 0.0312459 | val_loss: 0.031245 | Time: 4352.24 ms [2021-09-03 10:52:12 main:574] : INFO : Epoch 1793 | loss: 0.0312464 | val_loss: 0.0312458 | Time: 4429.38 ms [2021-09-03 10:52:17 main:574] : INFO : Epoch 1794 | loss: 0.0312491 | val_loss: 0.0312479 | Time: 4460.16 ms [2021-09-03 10:52:21 main:574] : INFO : Epoch 1795 | loss: 0.0312465 | val_loss: 0.031246 | Time: 4493.87 ms [2021-09-03 10:52:26 main:574] : INFO : Epoch 1796 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 4423.81 ms [2021-09-03 10:52:30 main:574] : INFO : Epoch 1797 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 4393.02 ms [2021-09-03 10:52:35 main:574] : INFO : Epoch 1798 | loss: 0.031246 | val_loss: 0.0312451 | Time: 4614.09 ms [2021-09-03 10:52:40 main:574] : INFO : Epoch 1799 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 4472.74 ms [2021-09-03 10:52:45 main:574] : INFO : Epoch 1800 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 4469.18 ms [2021-09-03 10:52:49 main:574] : INFO : Epoch 1801 | loss: 0.0312458 | val_loss: 0.031245 | Time: 4427.61 ms [2021-09-03 10:52:54 main:574] : INFO : Epoch 1802 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 4441.67 ms [2021-09-03 10:52:59 main:574] : INFO : Epoch 1803 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 4482.35 ms [2021-09-03 10:53:03 main:574] : INFO : Epoch 1804 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 4708.86 ms [2021-09-03 10:53:08 main:574] : INFO : Epoch 1805 | loss: 0.0312475 | val_loss: 0.03125 | Time: 4483.16 ms [2021-09-03 10:53:13 main:574] : INFO : Epoch 1806 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 4510.85 ms [2021-09-03 10:53:17 main:574] : INFO : Epoch 1807 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 4233.15 ms [2021-09-03 10:53:24 main:574] : INFO : Epoch 1808 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 4587.82 ms [2021-09-03 10:53:29 main:574] : INFO : Epoch 1809 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 4453 ms [2021-09-03 10:53:33 main:574] : INFO : Epoch 1810 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 4365.31 ms [2021-09-03 10:53:38 main:574] : INFO : Epoch 1811 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 4445.81 ms [2021-09-03 10:53:43 main:574] : INFO : Epoch 1812 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 4472.31 ms [2021-09-03 10:53:48 main:574] : INFO : Epoch 1813 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 4367.56 ms [2021-09-03 10:53:53 main:574] : INFO : Epoch 1814 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 4372.41 ms [2021-09-03 10:53:57 main:574] : INFO : Epoch 1815 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 4317.34 ms [2021-09-03 10:54:02 main:574] : INFO : Epoch 1816 | loss: 0.0312462 | val_loss: 0.031245 | Time: 4248.44 ms [2021-09-03 10:54:07 main:574] : INFO : Epoch 1817 | loss: 0.031246 | val_loss: 0.0312471 | Time: 4313.56 ms [2021-09-03 10:54:13 main:574] : INFO : Epoch 1818 | loss: 0.0312467 | val_loss: 0.0312449 | Time: 4289.15 ms [2021-09-03 10:54:18 main:574] : INFO : Epoch 1819 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 4370.09 ms [2021-09-03 10:54:23 main:574] : INFO : Epoch 1820 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 4470.42 ms [2021-09-03 10:54:28 main:574] : INFO : Epoch 1821 | loss: 0.0312471 | val_loss: 0.0312459 | Time: 4467.35 ms [2021-09-03 10:54:32 main:574] : INFO : Epoch 1822 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 4261.63 ms [2021-09-03 10:54:37 main:574] : INFO : Epoch 1823 | loss: 0.031247 | val_loss: 0.0312452 | Time: 4490.86 ms [2021-09-03 10:54:42 main:574] : INFO : Epoch 1824 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 4300.89 ms [2021-09-03 10:54:46 main:574] : INFO : Epoch 1825 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 4671.75 ms [2021-09-03 10:54:51 main:574] : INFO : Epoch 1826 | loss: 0.0312472 | val_loss: 0.0312453 | Time: 4726.05 ms [2021-09-03 10:54:56 main:574] : INFO : Epoch 1827 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 4632.98 ms [2021-09-03 10:55:01 main:574] : INFO : Epoch 1828 | loss: 0.031247 | val_loss: 0.0312511 | Time: 4296.3 ms [2021-09-03 10:55:05 main:574] : INFO : Epoch 1829 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 4371.32 ms [2021-09-03 10:55:17 main:574] : INFO : Epoch 1830 | loss: 0.0312473 | val_loss: 0.0312463 | Time: 4574.05 ms [2021-09-03 10:55:21 main:574] : INFO : Epoch 1831 | loss: 0.0312465 | val_loss: 0.0312451 | Time: 4366.07 ms [2021-09-03 10:55:26 main:574] : INFO : Epoch 1832 | loss: 0.031247 | val_loss: 0.0312449 | Time: 4305.21 ms [2021-09-03 10:55:30 main:574] : INFO : Epoch 1833 | loss: 0.0312473 | val_loss: 0.0312456 | Time: 4445.1 ms [2021-09-03 10:55:35 main:574] : INFO : Epoch 1834 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 4391.61 ms [2021-09-03 10:55:40 main:574] : INFO : Epoch 1835 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 4344.53 ms [2021-09-03 10:55:44 main:574] : INFO : Epoch 1836 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 4252.86 ms [2021-09-03 10:55:49 main:574] : INFO : Epoch 1837 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 4292 ms [2021-09-03 10:55:53 main:574] : INFO : Epoch 1838 | loss: 0.0312469 | val_loss: 0.031246 | Time: 4278.12 ms [2021-09-03 10:55:59 main:574] : INFO : Epoch 1839 | loss: 0.031247 | val_loss: 0.0312462 | Time: 4312.04 ms [2021-09-03 10:56:03 main:574] : INFO : Epoch 1840 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 4499.73 ms [2021-09-03 10:56:08 main:574] : INFO : Epoch 1841 | loss: 0.031246 | val_loss: 0.0312452 | Time: 4488.92 ms [2021-09-03 10:56:13 main:574] : INFO : Epoch 1842 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 4304.97 ms [2021-09-03 10:56:18 main:574] : INFO : Epoch 1843 | loss: 0.0312461 | val_loss: 0.031245 | Time: 4511.38 ms [2021-09-03 10:56:22 main:574] : INFO : Epoch 1844 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 4428.84 ms [2021-09-03 10:56:27 main:574] : INFO : Epoch 1845 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 4298.41 ms [2021-09-03 10:56:32 main:574] : INFO : Epoch 1846 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 4362.1 ms [2021-09-03 10:56:37 main:574] : INFO : Epoch 1847 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 4442.49 ms [2021-09-03 10:56:42 main:574] : INFO : Epoch 1848 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 4846.69 ms [2021-09-03 10:56:47 main:574] : INFO : Epoch 1849 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 4521.01 ms [2021-09-03 10:56:51 main:574] : INFO : Epoch 1850 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 4596.45 ms [2021-09-03 10:56:56 main:574] : INFO : Epoch 1851 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 4409.02 ms [2021-09-03 10:57:01 main:574] : INFO : Epoch 1852 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 4803.57 ms [2021-09-03 10:57:06 main:574] : INFO : Epoch 1853 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 4450.61 ms [2021-09-03 10:57:11 main:574] : INFO : Epoch 1854 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 4317.2 ms [2021-09-03 10:57:21 main:574] : INFO : Epoch 1855 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 4308.35 ms [2021-09-03 10:57:26 main:574] : INFO : Epoch 1856 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 4373.69 ms [2021-09-03 10:57:30 main:574] : INFO : Epoch 1857 | loss: 0.0312462 | val_loss: 0.0312473 | Time: 4278.93 ms [2021-09-03 10:57:35 main:574] : INFO : Epoch 1858 | loss: 0.0312473 | val_loss: 0.0312455 | Time: 4399.1 ms [2021-09-03 10:57:39 main:574] : INFO : Epoch 1859 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 4272.37 ms [2021-09-03 10:57:44 main:574] : INFO : Epoch 1860 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 4391.9 ms [2021-09-03 10:57:49 main:574] : INFO : Epoch 1861 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 4377.2 ms [2021-09-03 10:57:54 main:574] : INFO : Epoch 1862 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 4477.02 ms [2021-09-03 10:57:58 main:574] : INFO : Epoch 1863 | loss: 0.0312471 | val_loss: 0.0312448 | Time: 4243.77 ms [2021-09-03 10:58:03 main:574] : INFO : Epoch 1864 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 4346.25 ms [2021-09-03 10:58:08 main:574] : INFO : Epoch 1865 | loss: 0.0312463 | val_loss: 0.0312468 | Time: 4413.77 ms [2021-09-03 10:58:12 main:574] : INFO : Epoch 1866 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 4372.06 ms [2021-09-03 10:58:17 main:574] : INFO : Epoch 1867 | loss: 0.0312461 | val_loss: 0.031245 | Time: 4382.76 ms [2021-09-03 10:58:22 main:574] : INFO : Epoch 1868 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 4343.71 ms [2021-09-03 10:58:26 main:574] : INFO : Epoch 1869 | loss: 0.031246 | val_loss: 0.0312451 | Time: 4363.98 ms [2021-09-03 10:58:31 main:574] : INFO : Epoch 1870 | loss: 0.031246 | val_loss: 0.031246 | Time: 4475.71 ms [2021-09-03 10:58:35 main:574] : INFO : Epoch 1871 | loss: 0.0312464 | val_loss: 0.031245 | Time: 4300.41 ms [2021-09-03 10:58:40 main:574] : INFO : Epoch 1872 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 4416.73 ms [2021-09-03 10:58:45 main:574] : INFO : Epoch 1873 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 4537.33 ms [2021-09-03 10:58:50 main:574] : INFO : Epoch 1874 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 4517.24 ms [2021-09-03 10:58:54 main:574] : INFO : Epoch 1875 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 4340.66 ms [2021-09-03 10:58:59 main:574] : INFO : Epoch 1876 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 4343.86 ms [2021-09-03 10:59:04 main:574] : INFO : Epoch 1877 | loss: 0.031246 | val_loss: 0.0312449 | Time: 4475.88 ms [2021-09-03 10:59:08 main:574] : INFO : Epoch 1878 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 4390.99 ms [2021-09-03 10:59:13 main:574] : INFO : Epoch 1879 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 4251.35 ms [2021-09-03 10:59:17 main:574] : INFO : Epoch 1880 | loss: 0.0312476 | val_loss: 0.0312458 | Time: 4366.66 ms [2021-09-03 10:59:22 main:574] : INFO : Epoch 1881 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 4443.61 ms [2021-09-03 10:59:27 main:574] : INFO : Epoch 1882 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 4446.77 ms [2021-09-03 10:59:31 main:574] : INFO : Epoch 1883 | loss: 0.0312467 | val_loss: 0.0312487 | Time: 4294.05 ms [2021-09-03 10:59:36 main:574] : INFO : Epoch 1884 | loss: 0.031247 | val_loss: 0.0312478 | Time: 4456.63 ms [2021-09-03 10:59:40 main:574] : INFO : Epoch 1885 | loss: 0.0312459 | val_loss: 0.031245 | Time: 4369.51 ms [2021-09-03 10:59:45 main:574] : INFO : Epoch 1886 | loss: 0.0312464 | val_loss: 0.0312479 | Time: 4465.39 ms [2021-09-03 10:59:50 main:574] : INFO : Epoch 1887 | loss: 0.0312492 | val_loss: 0.0312471 | Time: 4354 ms [2021-09-03 10:59:54 main:574] : INFO : Epoch 1888 | loss: 0.031247 | val_loss: 0.0312448 | Time: 4368.85 ms [2021-09-03 10:59:59 main:574] : INFO : Epoch 1889 | loss: 0.0312476 | val_loss: 0.0312451 | Time: 4358.16 ms [2021-09-03 11:00:03 main:574] : INFO : Epoch 1890 | loss: 0.0312459 | val_loss: 0.031246 | Time: 4376.83 ms [2021-09-03 11:00:08 main:574] : INFO : Epoch 1891 | loss: 0.0312466 | val_loss: 0.0312448 | Time: 4372.53 ms [2021-09-03 11:00:12 main:574] : INFO : Epoch 1892 | loss: 0.0312467 | val_loss: 0.031245 | Time: 4373.3 ms [2021-09-03 11:00:17 main:574] : INFO : Epoch 1893 | loss: 0.0312466 | val_loss: 0.0312489 | Time: 4370.48 ms [2021-09-03 11:00:22 main:574] : INFO : Epoch 1894 | loss: 0.0312466 | val_loss: 0.031245 | Time: 4380.02 ms [2021-09-03 11:00:26 main:574] : INFO : Epoch 1895 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 4336.07 ms [2021-09-03 11:00:31 main:574] : INFO : Epoch 1896 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 4365.02 ms [2021-09-03 11:00:36 main:574] : INFO : Epoch 1897 | loss: 0.0312461 | val_loss: 0.0312471 | Time: 4514.24 ms [2021-09-03 11:00:40 main:574] : INFO : Epoch 1898 | loss: 0.0312477 | val_loss: 0.0312486 | Time: 4423.53 ms [2021-09-03 11:00:45 main:574] : INFO : Epoch 1899 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 4472.75 ms [2021-09-03 11:00:49 main:574] : INFO : Epoch 1900 | loss: 0.0312468 | val_loss: 0.0312459 | Time: 4409.96 ms [2021-09-03 11:00:54 main:574] : INFO : Epoch 1901 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 4438.26 ms [2021-09-03 11:00:59 main:574] : INFO : Epoch 1902 | loss: 0.0312462 | val_loss: 0.031245 | Time: 4447.1 ms [2021-09-03 11:01:04 main:574] : INFO : Epoch 1903 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 4433.59 ms [2021-09-03 11:01:08 main:574] : INFO : Epoch 1904 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 4430.62 ms [2021-09-03 11:01:13 main:574] : INFO : Epoch 1905 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 4316.06 ms [2021-09-03 11:01:17 main:574] : INFO : Epoch 1906 | loss: 0.0312464 | val_loss: 0.031246 | Time: 4480.72 ms [2021-09-03 11:01:22 main:574] : INFO : Epoch 1907 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 4552.78 ms [2021-09-03 11:01:27 main:574] : INFO : Epoch 1908 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 4294.82 ms [2021-09-03 11:01:31 main:574] : INFO : Epoch 1909 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 4376.27 ms [2021-09-03 11:01:36 main:574] : INFO : Epoch 1910 | loss: 0.0312467 | val_loss: 0.0312452 | Time: 4338.15 ms [2021-09-03 11:01:40 main:574] : INFO : Epoch 1911 | loss: 0.031246 | val_loss: 0.0312448 | Time: 4419.14 ms [2021-09-03 11:01:45 main:574] : INFO : Epoch 1912 | loss: 0.0312465 | val_loss: 0.031245 | Time: 4442.53 ms [2021-09-03 11:01:50 main:574] : INFO : Epoch 1913 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 4399.67 ms [2021-09-03 11:01:55 main:574] : INFO : Epoch 1914 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 4431.47 ms [2021-09-03 11:02:00 main:574] : INFO : Epoch 1915 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 4346.12 ms [2021-09-03 11:02:04 main:574] : INFO : Epoch 1916 | loss: 0.0312463 | val_loss: 0.031245 | Time: 4362.94 ms [2021-09-03 11:02:09 main:574] : INFO : Epoch 1917 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 4505.58 ms [2021-09-03 11:02:13 main:574] : INFO : Epoch 1918 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 4374.16 ms [2021-09-03 11:02:18 main:574] : INFO : Epoch 1919 | loss: 0.031246 | val_loss: 0.0312453 | Time: 4440.49 ms [2021-09-03 11:02:23 main:574] : INFO : Epoch 1920 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 4360.45 ms [2021-09-03 11:02:27 main:574] : INFO : Epoch 1921 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 4571.94 ms [2021-09-03 11:02:32 main:574] : INFO : Epoch 1922 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 4408.3 ms [2021-09-03 11:02:37 main:574] : INFO : Epoch 1923 | loss: 0.0312494 | val_loss: 0.0312468 | Time: 4332.89 ms [2021-09-03 11:02:41 main:574] : INFO : Epoch 1924 | loss: 0.0312473 | val_loss: 0.031248 | Time: 4508.62 ms [2021-09-03 11:02:46 main:574] : INFO : Epoch 1925 | loss: 0.0312472 | val_loss: 0.0312503 | Time: 4399.45 ms [2021-09-03 11:02:51 main:574] : INFO : Epoch 1926 | loss: 0.031247 | val_loss: 0.031245 | Time: 4442.23 ms [2021-09-03 11:02:56 main:574] : INFO : Epoch 1927 | loss: 0.0312459 | val_loss: 0.0312461 | Time: 4357.87 ms [2021-09-03 11:03:01 main:574] : INFO : Epoch 1928 | loss: 0.0312465 | val_loss: 0.0312462 | Time: 4440.05 ms [2021-09-03 11:03:06 main:574] : INFO : Epoch 1929 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 4493.55 ms [2021-09-03 11:03:11 main:574] : INFO : Epoch 1930 | loss: 0.0312457 | val_loss: 0.0312453 | Time: 4255.56 ms [2021-09-03 11:03:15 main:574] : INFO : Epoch 1931 | loss: 0.0312462 | val_loss: 0.031245 | Time: 4409.05 ms [2021-09-03 11:03:20 main:574] : INFO : Epoch 1932 | loss: 0.031246 | val_loss: 0.0312475 | Time: 4381.04 ms [2021-09-03 11:03:26 main:574] : INFO : Epoch 1933 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 4338.52 ms [2021-09-03 11:03:33 main:574] : INFO : Epoch 1934 | loss: 0.0312469 | val_loss: 0.0312482 | Time: 4322.05 ms [2021-09-03 11:03:37 main:574] : INFO : Epoch 1935 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 4371.93 ms [2021-09-03 11:03:42 main:574] : INFO : Epoch 1936 | loss: 0.0312464 | val_loss: 0.0312482 | Time: 4387.14 ms [2021-09-03 11:03:47 main:574] : INFO : Epoch 1937 | loss: 0.0312477 | val_loss: 0.0312453 | Time: 4535.76 ms [2021-09-03 11:03:52 main:574] : INFO : Epoch 1938 | loss: 0.031246 | val_loss: 0.0312453 | Time: 4343.42 ms [2021-09-03 11:03:56 main:574] : INFO : Epoch 1939 | loss: 0.031246 | val_loss: 0.0312462 | Time: 4375.22 ms [2021-09-03 11:04:01 main:574] : INFO : Epoch 1940 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 4448.89 ms [2021-09-03 11:04:06 main:574] : INFO : Epoch 1941 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 4383.59 ms [2021-09-03 11:04:11 main:574] : INFO : Epoch 1942 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 4462.39 ms [2021-09-03 11:04:16 main:574] : INFO : Epoch 1943 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 4314.05 ms [2021-09-03 11:04:20 main:574] : INFO : Epoch 1944 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 4304.47 ms [2021-09-03 11:04:25 main:574] : INFO : Epoch 1945 | loss: 0.031246 | val_loss: 0.0312454 | Time: 4511.98 ms [2021-09-03 11:04:30 main:574] : INFO : Epoch 1946 | loss: 0.0312478 | val_loss: 0.0312452 | Time: 4522.62 ms [2021-09-03 11:04:34 main:574] : INFO : Epoch 1947 | loss: 0.0312471 | val_loss: 0.0312455 | Time: 4349.31 ms [2021-09-03 11:04:39 main:574] : INFO : Epoch 1948 | loss: 0.031246 | val_loss: 0.0312461 | Time: 4451.82 ms [2021-09-03 11:04:43 main:574] : INFO : Epoch 1949 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 4306.58 ms [2021-09-03 11:04:48 main:574] : INFO : Epoch 1950 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 4410.37 ms [2021-09-03 11:04:53 main:574] : INFO : Epoch 1951 | loss: 0.0312457 | val_loss: 0.0312468 | Time: 4319.71 ms [2021-09-03 11:04:58 main:574] : INFO : Epoch 1952 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 4447.48 ms [2021-09-03 11:05:02 main:574] : INFO : Epoch 1953 | loss: 0.031247 | val_loss: 0.0312483 | Time: 4430.2 ms [2021-09-03 11:05:07 main:574] : INFO : Epoch 1954 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 4445.99 ms [2021-09-03 11:05:11 main:574] : INFO : Epoch 1955 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 4236.31 ms [2021-09-03 11:05:16 main:574] : INFO : Epoch 1956 | loss: 0.0312481 | val_loss: 0.031246 | Time: 4392.88 ms [2021-09-03 11:05:20 main:574] : INFO : Epoch 1957 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 4285.29 ms [2021-09-03 11:05:25 main:574] : INFO : Epoch 1958 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 4415.69 ms [2021-09-03 11:05:30 main:574] : INFO : Epoch 1959 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 4312.49 ms [2021-09-03 11:05:34 main:574] : INFO : Epoch 1960 | loss: 0.031246 | val_loss: 0.0312458 | Time: 4389.02 ms [2021-09-03 11:05:39 main:574] : INFO : Epoch 1961 | loss: 0.0312458 | val_loss: 0.031245 | Time: 4400.23 ms [2021-09-03 11:05:44 main:574] : INFO : Epoch 1962 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 4323.87 ms [2021-09-03 11:05:48 main:574] : INFO : Epoch 1963 | loss: 0.0312459 | val_loss: 0.0312472 | Time: 4526.34 ms [2021-09-03 11:05:53 main:574] : INFO : Epoch 1964 | loss: 0.031247 | val_loss: 0.0312459 | Time: 4386.98 ms [2021-09-03 11:05:57 main:574] : INFO : Epoch 1965 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 4509.61 ms [2021-09-03 11:06:02 main:574] : INFO : Epoch 1966 | loss: 0.0312467 | val_loss: 0.0312451 | Time: 4429.12 ms [2021-09-03 11:06:07 main:574] : INFO : Epoch 1967 | loss: 0.0312467 | val_loss: 0.0312449 | Time: 4361.86 ms [2021-09-03 11:06:11 main:574] : INFO : Epoch 1968 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 4288.57 ms [2021-09-03 11:06:16 main:574] : INFO : Epoch 1969 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 4390.43 ms [2021-09-03 11:06:21 main:574] : INFO : Epoch 1970 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 4292.64 ms [2021-09-03 11:06:25 main:574] : INFO : Epoch 1971 | loss: 0.0312466 | val_loss: 0.0312458 | Time: 4314.2 ms [2021-09-03 11:06:30 main:574] : INFO : Epoch 1972 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 4402.66 ms [2021-09-03 11:06:34 main:574] : INFO : Epoch 1973 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 4310.75 ms [2021-09-03 11:06:39 main:574] : INFO : Epoch 1974 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 4400.32 ms [2021-09-03 11:06:43 main:574] : INFO : Epoch 1975 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 4359.65 ms [2021-09-03 11:06:48 main:574] : INFO : Epoch 1976 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 4480.44 ms [2021-09-03 11:06:53 main:574] : INFO : Epoch 1977 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 4496.97 ms [2021-09-03 11:06:58 main:574] : INFO : Epoch 1978 | loss: 0.031247 | val_loss: 0.0312451 | Time: 4254.92 ms [2021-09-03 11:07:02 main:574] : INFO : Epoch 1979 | loss: 0.0312464 | val_loss: 0.0312483 | Time: 4441.08 ms [2021-09-03 11:07:07 main:574] : INFO : Epoch 1980 | loss: 0.031246 | val_loss: 0.0312455 | Time: 4424.22 ms [2021-09-03 11:07:12 main:574] : INFO : Epoch 1981 | loss: 0.0312462 | val_loss: 0.031245 | Time: 4353.44 ms [2021-09-03 11:07:17 main:574] : INFO : Epoch 1982 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 4444.38 ms [2021-09-03 11:07:22 main:574] : INFO : Epoch 1983 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 4473.27 ms [2021-09-03 11:07:27 main:574] : INFO : Epoch 1984 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 4489.08 ms [2021-09-03 11:07:32 main:574] : INFO : Epoch 1985 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 4379.36 ms [2021-09-03 11:07:37 main:574] : INFO : Epoch 1986 | loss: 0.0312463 | val_loss: 0.031247 | Time: 4469.2 ms [2021-09-03 11:07:42 main:574] : INFO : Epoch 1987 | loss: 0.0312466 | val_loss: 0.031246 | Time: 4297.38 ms [2021-09-03 11:07:46 main:574] : INFO : Epoch 1988 | loss: 0.031247 | val_loss: 0.0312461 | Time: 4433.12 ms [2021-09-03 11:07:51 main:574] : INFO : Epoch 1989 | loss: 0.0312463 | val_loss: 0.031245 | Time: 4274.51 ms [2021-09-03 11:07:56 main:574] : INFO : Epoch 1990 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 4471.09 ms [2021-09-03 11:08:00 main:574] : INFO : Epoch 1991 | loss: 0.0312461 | val_loss: 0.031248 | Time: 4267.26 ms [2021-09-03 11:08:04 main:574] : INFO : Epoch 1992 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 4437.41 ms [2021-09-03 11:08:09 main:574] : INFO : Epoch 1993 | loss: 0.0312496 | val_loss: 0.0312469 | Time: 4380.97 ms [2021-09-03 11:08:14 main:574] : INFO : Epoch 1994 | loss: 0.0312472 | val_loss: 0.0312456 | Time: 4493.09 ms [2021-09-03 11:08:19 main:574] : INFO : Epoch 1995 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 4396.01 ms [2021-09-03 11:08:24 main:574] : INFO : Epoch 1996 | loss: 0.0312463 | val_loss: 0.031251 | Time: 4383.56 ms [2021-09-03 11:08:29 main:574] : INFO : Epoch 1997 | loss: 0.0312475 | val_loss: 0.0312456 | Time: 4375.91 ms [2021-09-03 11:08:33 main:574] : INFO : Epoch 1998 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 4475.4 ms [2021-09-03 11:08:38 main:574] : INFO : Epoch 1999 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 4421.08 ms [2021-09-03 11:08:43 main:574] : INFO : Epoch 2000 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 4392.86 ms [2021-09-03 11:08:48 main:574] : INFO : Epoch 2001 | loss: 0.031246 | val_loss: 0.031245 | Time: 4452.93 ms [2021-09-03 11:08:53 main:574] : INFO : Epoch 2002 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 4375.33 ms [2021-09-03 11:08:58 main:574] : INFO : Epoch 2003 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 4384.95 ms [2021-09-03 11:09:03 main:574] : INFO : Epoch 2004 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 4595.77 ms [2021-09-03 11:09:08 main:574] : INFO : Epoch 2005 | loss: 0.0312473 | val_loss: 0.0312488 | Time: 4446.84 ms [2021-09-03 11:09:13 main:574] : INFO : Epoch 2006 | loss: 0.031247 | val_loss: 0.0312451 | Time: 4350.32 ms [2021-09-03 11:09:18 main:574] : INFO : Epoch 2007 | loss: 0.031246 | val_loss: 0.0312449 | Time: 4518.19 ms [2021-09-03 11:09:23 main:574] : INFO : Epoch 2008 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 4449.51 ms [2021-09-03 11:09:28 main:574] : INFO : Epoch 2009 | loss: 0.0312463 | val_loss: 0.031245 | Time: 4498.49 ms [2021-09-03 11:09:33 main:574] : INFO : Epoch 2010 | loss: 0.0312461 | val_loss: 0.0312454 | Time: 4477.18 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1080) [2021-09-03 18:08:04 main:435] : INFO : Set logging level to 1 [2021-09-03 18:08:04 main:441] : INFO : Running in BOINC Client mode [2021-09-03 18:08:04 main:444] : INFO : Resolving all filenames [2021-09-03 18:08:04 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-09-03 18:08:04 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624823804-20974-1_0_r1721309174_1 (exists = 1) [2021-09-03 18:08:04 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624823804-20974-1_0_r1721309174_0 (exists = 0) [2021-09-03 18:08:04 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624823804-20974-1 (exists = 1) [2021-09-03 18:08:04 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-03 18:08:04 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-09-03 18:08:04 main:474] : INFO : Configuration: [2021-09-03 18:08:05 main:475] : INFO : Model type: GRU [2021-09-03 18:08:05 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-03 18:08:05 main:477] : INFO : Max Epochs: 2048 [2021-09-03 18:08:05 main:478] : INFO : Batch Size: 128 [2021-09-03 18:08:05 main:479] : INFO : Learning Rate: 0.01 [2021-09-03 18:08:05 main:480] : INFO : Patience: 10 [2021-09-03 18:08:05 main:481] : INFO : Hidden Width: 12 [2021-09-03 18:08:05 main:482] : INFO : # Recurrent Layers: 4 [2021-09-03 18:08:05 main:483] : INFO : # Backend Layers: 4 [2021-09-03 18:08:05 main:484] : INFO : # Threads: 1 [2021-09-03 18:08:05 main:486] : INFO : Preparing Dataset [2021-09-03 18:08:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 18:08:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 18:08:07 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-03 18:08:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 18:08:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 18:08:07 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-03 18:08:07 main:494] : INFO : Creating Model [2021-09-03 18:08:07 main:507] : INFO : Preparing config file [2021-09-03 18:08:08 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-03 18:08:08 main:512] : INFO : Loading config [2021-09-03 18:08:08 main:514] : INFO : Loading state [2021-09-03 18:08:09 main:559] : INFO : Loading DataLoader into Memory [2021-09-03 18:08:09 main:562] : INFO : Starting Training [2021-09-03 18:08:15 main:574] : INFO : Epoch 1987 | loss: 0.0312669 | val_loss: 0.0312545 | Time: 5898.15 ms [2021-09-03 18:08:20 main:574] : INFO : Epoch 1988 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 5206.72 ms [2021-09-03 18:08:25 main:574] : INFO : Epoch 1989 | loss: 0.0312462 | val_loss: 0.0312442 | Time: 5123.88 ms [2021-09-03 18:08:30 main:574] : INFO : Epoch 1990 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 5153.74 ms [2021-09-03 18:08:36 main:574] : INFO : Epoch 1991 | loss: 0.0312452 | val_loss: 0.031243 | Time: 5189.31 ms [2021-09-03 18:08:41 main:574] : INFO : Epoch 1992 | loss: 0.0312459 | val_loss: 0.0312418 | Time: 5332.13 ms [2021-09-03 18:08:47 main:574] : INFO : Epoch 1993 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 5576.17 ms [2021-09-03 18:08:52 main:574] : INFO : Epoch 1994 | loss: 0.0312439 | val_loss: 0.0312405 | Time: 5382.65 ms [2021-09-03 18:08:57 main:574] : INFO : Epoch 1995 | loss: 0.0312424 | val_loss: 0.0312381 | Time: 5127.36 ms [2021-09-03 18:09:03 main:574] : INFO : Epoch 1996 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 6203.88 ms [2021-09-03 18:09:10 main:574] : INFO : Epoch 1997 | loss: 0.0312425 | val_loss: 0.0312383 | Time: 6044.72 ms [2021-09-03 18:09:16 main:574] : INFO : Epoch 1998 | loss: 0.0312451 | val_loss: 0.0312469 | Time: 6010.33 ms [2021-09-03 18:09:22 main:574] : INFO : Epoch 1999 | loss: 0.0312438 | val_loss: 0.0312386 | Time: 6023.91 ms [2021-09-03 18:09:28 main:574] : INFO : Epoch 2000 | loss: 0.0312421 | val_loss: 0.031238 | Time: 5887.06 ms [2021-09-03 18:09:34 main:574] : INFO : Epoch 2001 | loss: 0.0312419 | val_loss: 0.0312395 | Time: 5821.83 ms [2021-09-03 18:09:41 main:574] : INFO : Epoch 2002 | loss: 0.0312412 | val_loss: 0.0312378 | Time: 6238.21 ms [2021-09-03 18:09:47 main:574] : INFO : Epoch 2003 | loss: 0.0312397 | val_loss: 0.0312393 | Time: 5810.3 ms [2021-09-03 18:09:53 main:574] : INFO : Epoch 2004 | loss: 0.0312392 | val_loss: 0.0312373 | Time: 5735.23 ms [2021-09-03 18:09:58 main:574] : INFO : Epoch 2005 | loss: 0.0312399 | val_loss: 0.0312376 | Time: 5309.12 ms [2021-09-03 18:10:03 main:574] : INFO : Epoch 2006 | loss: 0.0312386 | val_loss: 0.0312372 | Time: 5436.5 ms [2021-09-03 18:10:09 main:574] : INFO : Epoch 2007 | loss: 0.0312396 | val_loss: 0.0312374 | Time: 5437.27 ms [2021-09-03 18:10:14 main:574] : INFO : Epoch 2008 | loss: 0.0312408 | val_loss: 0.0312369 | Time: 5349.99 ms [2021-09-03 18:10:20 main:574] : INFO : Epoch 2009 | loss: 0.0312383 | val_loss: 0.0312358 | Time: 5237.12 ms [2021-09-03 18:10:25 main:574] : INFO : Epoch 2010 | loss: 0.0312383 | val_loss: 0.0312348 | Time: 5366.34 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1080) [2021-09-03 19:03:57 main:435] : INFO : Set logging level to 1 [2021-09-03 19:03:57 main:441] : INFO : Running in BOINC Client mode [2021-09-03 19:03:57 main:444] : INFO : Resolving all filenames [2021-09-03 19:03:57 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-09-03 19:03:58 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624823804-20974-1_0_r1721309174_1 (exists = 1) [2021-09-03 19:03:58 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624823804-20974-1_0_r1721309174_0 (exists = 0) [2021-09-03 19:03:58 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624823804-20974-1 (exists = 1) [2021-09-03 19:03:58 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-03 19:03:58 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-09-03 19:03:58 main:474] : INFO : Configuration: [2021-09-03 19:03:58 main:475] : INFO : Model type: GRU [2021-09-03 19:03:58 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-03 19:03:58 main:477] : INFO : Max Epochs: 2048 [2021-09-03 19:03:58 main:478] : INFO : Batch Size: 128 [2021-09-03 19:03:58 main:479] : INFO : Learning Rate: 0.01 [2021-09-03 19:03:58 main:480] : INFO : Patience: 10 [2021-09-03 19:03:58 main:481] : INFO : Hidden Width: 12 [2021-09-03 19:03:58 main:482] : INFO : # Recurrent Layers: 4 [2021-09-03 19:03:58 main:483] : INFO : # Backend Layers: 4 [2021-09-03 19:03:58 main:484] : INFO : # Threads: 1 [2021-09-03 19:03:58 main:486] : INFO : Preparing Dataset [2021-09-03 19:03:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 19:03:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 19:04:00 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-03 19:04:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 19:04:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 19:04:01 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-03 19:04:01 main:494] : INFO : Creating Model [2021-09-03 19:04:01 main:507] : INFO : Preparing config file [2021-09-03 19:04:01 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-03 19:04:01 main:512] : INFO : Loading config [2021-09-03 19:04:01 main:514] : INFO : Loading state [2021-09-03 19:04:02 main:559] : INFO : Loading DataLoader into Memory [2021-09-03 19:04:02 main:562] : INFO : Starting Training [2021-09-03 19:04:08 main:574] : INFO : Epoch 1987 | loss: 0.0312653 | val_loss: 0.0312487 | Time: 6494.37 ms [2021-09-03 19:04:14 main:574] : INFO : Epoch 1988 | loss: 0.0312485 | val_loss: 0.0312456 | Time: 6060.42 ms [2021-09-03 19:04:20 main:574] : INFO : Epoch 1989 | loss: 0.0312463 | val_loss: 0.0312439 | Time: 5835.65 ms [2021-09-03 19:04:26 main:574] : INFO : Epoch 1990 | loss: 0.0312435 | val_loss: 0.031244 | Time: 5884.14 ms [2021-09-03 19:04:32 main:574] : INFO : Epoch 1991 | loss: 0.031242 | val_loss: 0.0312441 | Time: 5772.65 ms [2021-09-03 19:04:38 main:574] : INFO : Epoch 1992 | loss: 0.0312418 | val_loss: 0.031242 | Time: 5850.66 ms [2021-09-03 19:04:44 main:574] : INFO : Epoch 1993 | loss: 0.0312404 | val_loss: 0.0312417 | Time: 5857.15 ms [2021-09-03 19:04:50 main:574] : INFO : Epoch 1994 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 5728.21 ms [2021-09-03 19:04:56 main:574] : INFO : Epoch 1995 | loss: 0.0312413 | val_loss: 0.0312396 | Time: 5977.43 ms [2021-09-03 19:05:02 main:574] : INFO : Epoch 1996 | loss: 0.0312396 | val_loss: 0.0312396 | Time: 6712.89 ms [2021-09-03 19:05:09 main:574] : INFO : Epoch 1997 | loss: 0.0312387 | val_loss: 0.0312396 | Time: 5930.66 ms [2021-09-03 19:05:15 main:574] : INFO : Epoch 1998 | loss: 0.0312384 | val_loss: 0.0312398 | Time: 6094.02 ms [2021-09-03 19:05:21 main:574] : INFO : Epoch 1999 | loss: 0.0312401 | val_loss: 0.0312401 | Time: 5940.16 ms [2021-09-03 19:05:27 main:574] : INFO : Epoch 2000 | loss: 0.0312402 | val_loss: 0.0312389 | Time: 5847.15 ms [2021-09-03 19:05:33 main:574] : INFO : Epoch 2001 | loss: 0.0312378 | val_loss: 0.031238 | Time: 6073.99 ms [2021-09-03 19:05:39 main:574] : INFO : Epoch 2002 | loss: 0.0312392 | val_loss: 0.0312411 | Time: 6244.15 ms [2021-09-03 19:05:45 main:574] : INFO : Epoch 2003 | loss: 0.0312389 | val_loss: 0.0312391 | Time: 6008.71 ms [2021-09-03 19:05:51 main:574] : INFO : Epoch 2004 | loss: 0.0312384 | val_loss: 0.0312444 | Time: 5905.93 ms [2021-09-03 19:05:57 main:574] : INFO : Epoch 2005 | loss: 0.0312392 | val_loss: 0.0312382 | Time: 6072.61 ms [2021-09-03 19:06:04 main:574] : INFO : Epoch 2006 | loss: 0.0312383 | val_loss: 0.0312386 | Time: 6363.78 ms [2021-09-03 19:06:10 main:574] : INFO : Epoch 2007 | loss: 0.031237 | val_loss: 0.0312381 | Time: 6011.65 ms [2021-09-03 19:06:16 main:574] : INFO : Epoch 2008 | loss: 0.0312386 | val_loss: 0.0312379 | Time: 5950.28 ms [2021-09-03 19:06:22 main:574] : INFO : Epoch 2009 | loss: 0.0312383 | val_loss: 0.0312399 | Time: 5869.31 ms [2021-09-03 19:06:27 main:574] : INFO : Epoch 2010 | loss: 0.0312369 | val_loss: 0.0312367 | Time: 5768.73 ms [2021-09-03 19:06:33 main:574] : INFO : Epoch 2011 | loss: 0.0312369 | val_loss: 0.0312423 | Time: 5943.33 ms [2021-09-03 19:06:40 main:574] : INFO : Epoch 2012 | loss: 0.0312395 | val_loss: 0.0312452 | Time: 6199.24 ms [2021-09-03 19:06:46 main:574] : INFO : Epoch 2013 | loss: 0.0312397 | val_loss: 0.0312371 | Time: 5935.7 ms [2021-09-03 19:06:52 main:574] : INFO : Epoch 2014 | loss: 0.0312387 | val_loss: 0.0312361 | Time: 5989.78 ms [2021-09-03 19:06:58 main:574] : INFO : Epoch 2015 | loss: 0.0312398 | val_loss: 0.0312424 | Time: 6138.56 ms [2021-09-03 19:07:04 main:574] : INFO : Epoch 2016 | loss: 0.0312379 | val_loss: 0.0312364 | Time: 6044.27 ms [2021-09-03 19:07:10 main:574] : INFO : Epoch 2017 | loss: 0.0312382 | val_loss: 0.0312436 | Time: 5897.23 ms [2021-09-03 19:07:16 main:574] : INFO : Epoch 2018 | loss: 0.0312388 | val_loss: 0.031237 | Time: 6063.16 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1080) [2021-09-03 19:59:07 main:435] : INFO : Set logging level to 1 [2021-09-03 19:59:07 main:441] : INFO : Running in BOINC Client mode [2021-09-03 19:59:07 main:444] : INFO : Resolving all filenames [2021-09-03 19:59:07 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-09-03 19:59:07 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624823804-20974-1_0_r1721309174_1 (exists = 1) [2021-09-03 19:59:07 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624823804-20974-1_0_r1721309174_0 (exists = 0) [2021-09-03 19:59:07 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1624823804-20974-1 (exists = 1) [2021-09-03 19:59:07 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-03 19:59:07 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-09-03 19:59:07 main:474] : INFO : Configuration: [2021-09-03 19:59:07 main:475] : INFO : Model type: GRU [2021-09-03 19:59:07 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-03 19:59:07 main:477] : INFO : Max Epochs: 2048 [2021-09-03 19:59:07 main:478] : INFO : Batch Size: 128 [2021-09-03 19:59:07 main:479] : INFO : Learning Rate: 0.01 [2021-09-03 19:59:07 main:480] : INFO : Patience: 10 [2021-09-03 19:59:07 main:481] : INFO : Hidden Width: 12 [2021-09-03 19:59:07 main:482] : INFO : # Recurrent Layers: 4 [2021-09-03 19:59:07 main:483] : INFO : # Backend Layers: 4 [2021-09-03 19:59:07 main:484] : INFO : # Threads: 1 [2021-09-03 19:59:07 main:486] : INFO : Preparing Dataset [2021-09-03 19:59:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 19:59:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 19:59:17 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-03 19:59:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 19:59:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-09-03 19:59:17 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-03 19:59:17 main:494] : INFO : Creating Model [2021-09-03 19:59:17 main:507] : INFO : Preparing config file [2021-09-03 19:59:18 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-03 19:59:18 main:512] : INFO : Loading config [2021-09-03 19:59:18 main:514] : INFO : Loading state [2021-09-03 19:59:36 main:559] : INFO : Loading DataLoader into Memory [2021-09-03 19:59:36 main:562] : INFO : Starting Training [2021-09-03 20:00:00 main:574] : INFO : Epoch 2017 | loss: 0.0312722 | val_loss: 0.0312389 | Time: 23730.3 ms [2021-09-03 20:00:42 main:574] : INFO : Epoch 2018 | loss: 0.0312279 | val_loss: 0.031219 | Time: 41020.3 ms [2021-09-03 20:01:13 main:574] : INFO : Epoch 2019 | loss: 0.031206 | val_loss: 0.0311979 | Time: 31581 ms [2021-09-03 20:01:34 main:574] : INFO : Epoch 2020 | loss: 0.0311937 | val_loss: 0.0311884 | Time: 20478.5 ms [2021-09-03 20:01:55 main:574] : INFO : Epoch 2021 | loss: 0.0311869 | val_loss: 0.0311851 | Time: 21306.1 ms [2021-09-03 20:02:05 main:574] : INFO : Epoch 2022 | loss: 0.0311908 | val_loss: 0.0311786 | Time: 9397.37 ms [2021-09-03 20:02:45 main:574] : INFO : Epoch 2023 | loss: 0.0311799 | val_loss: 0.0311774 | Time: 40687.7 ms [2021-09-03 20:03:07 main:574] : INFO : Epoch 2024 | loss: 0.031171 | val_loss: 0.0311716 | Time: 21455.2 ms [2021-09-03 20:03:27 main:574] : INFO : Epoch 2025 | loss: 0.0311652 | val_loss: 0.0311675 | Time: 20425.2 ms [2021-09-03 20:03:37 main:574] : INFO : Epoch 2026 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 9850.35 ms [2021-09-03 20:03:59 main:574] : INFO : Epoch 2027 | loss: 0.0311641 | val_loss: 0.0311663 | Time: 21281.3 ms [2021-09-03 20:04:19 main:574] : INFO : Epoch 2028 | loss: 0.0311625 | val_loss: 0.0311624 | Time: 19832.8 ms [2021-09-03 20:04:29 main:574] : INFO : Epoch 2029 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 10398.8 ms [2021-09-03 20:06:12 main:574] : INFO : Epoch 2030 | loss: 0.0311571 | val_loss: 0.0311597 | Time: 103181 ms [2021-09-03 20:06:32 main:574] : INFO : Epoch 2031 | loss: 0.0311526 | val_loss: 0.0311598 | Time: 19737.7 ms [2021-09-03 20:06:43 main:574] : INFO : Epoch 2032 | loss: 0.0311512 | val_loss: 0.031156 | Time: 11291 ms [2021-09-03 20:07:27 main:574] : INFO : Epoch 2033 | loss: 0.0311551 | val_loss: 0.0311647 | Time: 43503.3 ms [2021-09-03 20:07:47 main:574] : INFO : Epoch 2034 | loss: 0.0311517 | val_loss: 0.0311637 | Time: 19732.1 ms [2021-09-03 20:07:55 main:574] : INFO : Epoch 2035 | loss: 0.0311508 | val_loss: 0.0311591 | Time: 8402.47 ms [2021-09-03 20:08:03 main:574] : INFO : Epoch 2036 | loss: 0.0311504 | val_loss: 0.0311557 | Time: 8230.83 ms [2021-09-03 20:08:12 main:574] : INFO : Epoch 2037 | loss: 0.0311503 | val_loss: 0.0311633 | Time: 8809.12 ms [2021-09-03 20:08:21 main:574] : INFO : Epoch 2038 | loss: 0.0311479 | val_loss: 0.0311575 | Time: 9128.96 ms [2021-09-03 20:08:52 main:574] : INFO : Epoch 2039 | loss: 0.0311451 | val_loss: 0.0311545 | Time: 30170.8 ms [2021-09-03 20:09:00 main:574] : INFO : Epoch 2040 | loss: 0.0311436 | val_loss: 0.0311503 | Time: 8685.56 ms [2021-09-03 20:09:09 main:574] : INFO : Epoch 2041 | loss: 0.0311431 | val_loss: 0.0311503 | Time: 9006.68 ms [2021-09-03 20:09:15 main:574] : INFO : Epoch 2042 | loss: 0.031146 | val_loss: 0.0311516 | Time: 5553.7 ms [2021-09-03 20:09:21 main:574] : INFO : Epoch 2043 | loss: 0.0311383 | val_loss: 0.0311501 | Time: 5495.86 ms [2021-09-03 20:09:26 main:574] : INFO : Epoch 2044 | loss: 0.0311353 | val_loss: 0.031151 | Time: 5374.24 ms [2021-09-03 20:09:32 main:574] : INFO : Epoch 2045 | loss: 0.0311339 | val_loss: 0.0311428 | Time: 5727.79 ms [2021-09-03 20:09:38 main:574] : INFO : Epoch 2046 | loss: 0.031132 | val_loss: 0.0311432 | Time: 6126.37 ms [2021-09-03 20:09:44 main:574] : INFO : Epoch 2047 | loss: 0.0311327 | val_loss: 0.0311388 | Time: 5992.71 ms [2021-09-03 20:09:50 main:574] : INFO : Epoch 2048 | loss: 0.0311261 | val_loss: 0.0311379 | Time: 5941.39 ms [2021-09-03 20:09:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311379 [2021-09-03 20:09:50 main:603] : INFO : Saving end state to config to file [2021-09-03 20:09:50 main:608] : INFO : Success, exiting.. 20:09:50 (13848): 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)