Task 10280885
| Name | ParityModified-1639956174-4193-1-0_0 |
| Workunit | 7632398 |
| Created | 1 Jan 2022, 5:23:35 UTC |
| Sent | 16 Jan 2022, 22:14:47 UTC |
| Report deadline | 24 Jan 2022, 22:14:47 UTC |
| Received | 17 Feb 2022, 21:15:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16494 |
| Run time | 2 hours 42 min 34 sec |
| CPU time | 2 hours 28 min 37 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 2,219.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 39.5 ms [2022-02-10 16:17:13 main:574] : INFO : Epoch 1640 | loss: 0.0311306 | val_loss: 0.0311658 | Time: 5849.1 ms [2022-02-10 16:17:18 main:574] : INFO : Epoch 1641 | loss: 0.0311284 | val_loss: 0.0311681 | Time: 5107.4 ms [2022-02-10 16:17:23 main:574] : INFO : Epoch 1642 | loss: 0.0311277 | val_loss: 0.031172 | Time: 4932.4 ms [2022-02-10 16:17:28 main:574] : INFO : Epoch 1643 | loss: 0.0311272 | val_loss: 0.0311647 | Time: 4869.63 ms [2022-02-10 16:17:33 main:574] : INFO : Epoch 1644 | loss: 0.0311244 | val_loss: 0.0311724 | Time: 5021.58 ms [2022-02-10 16:17:39 main:574] : INFO : Epoch 1645 | loss: 0.0311254 | val_loss: 0.0311694 | Time: 5824.47 ms [2022-02-10 16:17:43 main:574] : INFO : Epoch 1646 | loss: 0.0311241 | val_loss: 0.0311645 | Time: 4643.79 ms [2022-02-10 16:17:49 main:574] : INFO : Epoch 1647 | loss: 0.0311251 | val_loss: 0.031163 | Time: 5292.54 ms [2022-02-10 16:17:53 main:574] : INFO : Epoch 1648 | loss: 0.0311263 | val_loss: 0.031164 | Time: 4734.14 ms [2022-02-10 16:17:58 main:574] : INFO : Epoch 1649 | loss: 0.0311244 | val_loss: 0.0311686 | Time: 4767.85 ms [2022-02-10 16:18:04 main:574] : INFO : Epoch 1650 | loss: 0.0311252 | val_loss: 0.0311657 | Time: 5440.47 ms [2022-02-10 16:18:08 main:574] : INFO : Epoch 1651 | loss: 0.0311264 | val_loss: 0.0311701 | Time: 4670.14 ms [2022-02-10 16:18:13 main:574] : INFO : Epoch 1652 | loss: 0.0311243 | val_loss: 0.0311684 | Time: 5012.27 ms [2022-02-10 16:18:18 main:574] : INFO : Epoch 1653 | loss: 0.0311213 | val_loss: 0.0311645 | Time: 4927.27 ms [2022-02-10 16:18:23 main:574] : INFO : Epoch 1654 | loss: 0.0311285 | val_loss: 0.0311703 | Time: 5209.22 ms [2022-02-10 16:18:28 main:574] : INFO : Epoch 1655 | loss: 0.0311308 | val_loss: 0.031163 | Time: 4757.9 ms [2022-02-10 16:18:33 main:574] : INFO : Epoch 1656 | loss: 0.0311323 | val_loss: 0.0311641 | Time: 4936.32 ms [2022-02-10 16:18:38 main:574] : INFO : Epoch 1657 | loss: 0.0311314 | val_loss: 0.031165 | Time: 4790.29 ms [2022-02-10 16:18:43 main:574] : INFO : Epoch 1658 | loss: 0.0311296 | val_loss: 0.031176 | Time: 4953.04 ms [2022-02-10 16:18:48 main:574] : INFO : Epoch 1659 | loss: 0.031131 | val_loss: 0.0311695 | Time: 5024.53 ms [2022-02-10 16:18:52 main:574] : INFO : Epoch 1660 | loss: 0.0311242 | val_loss: 0.0311693 | Time: 4480.26 ms [2022-02-10 16:18:58 main:574] : INFO : Epoch 1661 | loss: 0.0311239 | val_loss: 0.0311706 | Time: 5224.48 ms [2022-02-10 16:19:03 main:574] : INFO : Epoch 1662 | loss: 0.0311243 | val_loss: 0.031168 | Time: 4946.18 ms [2022-02-10 16:19:07 main:574] : INFO : Epoch 1663 | loss: 0.0311238 | val_loss: 0.0311682 | Time: 4575.74 ms [2022-02-10 16:19:12 main:574] : INFO : Epoch 1664 | loss: 0.0311228 | val_loss: 0.0311674 | Time: 5241.49 ms [2022-02-10 16:19:17 main:574] : INFO : Epoch 1665 | loss: 0.0311293 | val_loss: 0.0311681 | Time: 4934.08 ms [2022-02-10 16:19:23 main:574] : INFO : Epoch 1666 | loss: 0.0311295 | val_loss: 0.0311629 | Time: 5103.61 ms [2022-02-10 16:19:27 main:574] : INFO : Epoch 1667 | loss: 0.0311274 | val_loss: 0.0311658 | Time: 4839.9 ms [2022-02-10 16:19:32 main:574] : INFO : Epoch 1668 | loss: 0.0311293 | val_loss: 0.0311735 | Time: 4884.76 ms [2022-02-10 16:19:38 main:574] : INFO : Epoch 1669 | loss: 0.0311295 | val_loss: 0.0311651 | Time: 5217.32 ms [2022-02-10 16:19:43 main:574] : INFO : Epoch 1670 | loss: 0.0311299 | val_loss: 0.031163 | Time: 5276.08 ms [2022-02-10 16:19:47 main:574] : INFO : Epoch 1671 | loss: 0.031129 | val_loss: 0.031165 | Time: 4564.98 ms [2022-02-10 16:19:52 main:574] : INFO : Epoch 1672 | loss: 0.0311259 | val_loss: 0.0311655 | Time: 4841.5 ms [2022-02-10 16:19:57 main:574] : INFO : Epoch 1673 | loss: 0.0311337 | val_loss: 0.0311626 | Time: 5213.15 ms [2022-02-10 16:20:02 main:574] : INFO : Epoch 1674 | loss: 0.0311301 | val_loss: 0.0311671 | Time: 4781.82 ms [2022-02-10 16:20:07 main:574] : INFO : Epoch 1675 | loss: 0.0311264 | val_loss: 0.0311599 | Time: 5077.43 ms [2022-02-10 16:20:12 main:574] : INFO : Epoch 1676 | loss: 0.0311294 | val_loss: 0.0311709 | Time: 4853.95 ms [2022-02-10 16:20:17 main:574] : INFO : Epoch 1677 | loss: 0.0311322 | val_loss: 0.0311609 | Time: 4649.64 ms [2022-02-10 16:20:22 main:574] : INFO : Epoch 1678 | loss: 0.0311332 | val_loss: 0.0311642 | Time: 4967.02 ms [2022-02-10 16:20:27 main:574] : INFO : Epoch 1679 | loss: 0.0311311 | val_loss: 0.0311671 | Time: 4813.09 ms [2022-02-10 16:20:32 main:574] : INFO : Epoch 1680 | loss: 0.0311285 | val_loss: 0.0311691 | Time: 4903.32 ms [2022-02-10 16:20:37 main:574] : INFO : Epoch 1681 | loss: 0.0311279 | val_loss: 0.0311606 | Time: 5101.58 ms [2022-02-10 16:20:42 main:574] : INFO : Epoch 1682 | loss: 0.0311277 | val_loss: 0.0311641 | Time: 5052.77 ms [2022-02-10 16:20:46 main:574] : INFO : Epoch 1683 | loss: 0.0311281 | val_loss: 0.0311616 | Time: 4726.28 ms [2022-02-10 16:20:52 main:574] : INFO : Epoch 1684 | loss: 0.0311233 | val_loss: 0.0311631 | Time: 5172.54 ms [2022-02-10 16:20:56 main:574] : INFO : Epoch 1685 | loss: 0.0311237 | val_loss: 0.0311642 | Time: 4671.71 ms [2022-02-10 16:21:01 main:574] : INFO : Epoch 1686 | loss: 0.0311254 | val_loss: 0.0311671 | Time: 5086.96 ms [2022-02-10 16:21:07 main:574] : INFO : Epoch 1687 | loss: 0.0311268 | val_loss: 0.0311637 | Time: 5169.76 ms [2022-02-10 16:21:11 main:574] : INFO : Epoch 1688 | loss: 0.031128 | val_loss: 0.0311629 | Time: 4741.16 ms [2022-02-10 16:21:17 main:574] : INFO : Epoch 1689 | loss: 0.0311251 | val_loss: 0.0311658 | Time: 5297.36 ms [2022-02-10 16:21:22 main:574] : INFO : Epoch 1690 | loss: 0.0311259 | val_loss: 0.0311679 | Time: 4947.52 ms [2022-02-10 16:21:26 main:574] : INFO : Epoch 1691 | loss: 0.0311249 | val_loss: 0.0311644 | Time: 4822.75 ms [2022-02-10 16:21:32 main:574] : INFO : Epoch 1692 | loss: 0.0311258 | val_loss: 0.0311707 | Time: 5165.14 ms [2022-02-10 16:21:36 main:574] : INFO : Epoch 1693 | loss: 0.0311265 | val_loss: 0.0311703 | Time: 4671.05 ms [2022-02-10 16:21:41 main:574] : INFO : Epoch 1694 | loss: 0.031127 | val_loss: 0.03117 | Time: 5127.23 ms [2022-02-10 16:21:46 main:574] : INFO : Epoch 1695 | loss: 0.031129 | val_loss: 0.0311706 | Time: 4989.02 ms [2022-02-10 16:21:51 main:574] : INFO : Epoch 1696 | loss: 0.0311259 | val_loss: 0.0311708 | Time: 5138.91 ms [2022-02-10 16:21:56 main:574] : INFO : Epoch 1697 | loss: 0.031125 | val_loss: 0.0311668 | Time: 4843.52 ms [2022-02-10 16:22:02 main:574] : INFO : Epoch 1698 | loss: 0.0311225 | val_loss: 0.0311672 | Time: 5215.54 ms [2022-02-10 16:22:06 main:574] : INFO : Epoch 1699 | loss: 0.031126 | val_loss: 0.0311714 | Time: 4606.54 ms [2022-02-10 16:22:11 main:574] : INFO : Epoch 1700 | loss: 0.0311296 | val_loss: 0.0311734 | Time: 4978.41 ms [2022-02-10 16:22:17 main:574] : INFO : Epoch 1701 | loss: 0.0311283 | val_loss: 0.0311685 | Time: 5544.14 ms [2022-02-10 16:22:21 main:574] : INFO : Epoch 1702 | loss: 0.031126 | val_loss: 0.0311684 | Time: 4558.76 ms [2022-02-10 16:22:27 main:574] : INFO : Epoch 1703 | loss: 0.0311302 | val_loss: 0.0311684 | Time: 5297.23 ms [2022-02-10 16:22:31 main:574] : INFO : Epoch 1704 | loss: 0.0311246 | val_loss: 0.0311696 | Time: 4827.86 ms [2022-02-10 16:22:36 main:574] : INFO : Epoch 1705 | loss: 0.0311299 | val_loss: 0.0311615 | Time: 4778.68 ms [2022-02-10 16:22:42 main:574] : INFO : Epoch 1706 | loss: 0.0311341 | val_loss: 0.031168 | Time: 5513.14 ms [2022-02-10 16:22:47 main:574] : INFO : Epoch 1707 | loss: 0.0311316 | val_loss: 0.0311657 | Time: 5000.54 ms [2022-02-10 16:22:51 main:574] : INFO : Epoch 1708 | loss: 0.0311287 | val_loss: 0.0311672 | Time: 4681.86 ms [2022-02-10 16:22:56 main:574] : INFO : Epoch 1709 | loss: 0.0311277 | val_loss: 0.0311674 | Time: 4855.03 ms [2022-02-10 16:23:01 main:574] : INFO : Epoch 1710 | loss: 0.0311245 | val_loss: 0.03117 | Time: 4966.67 ms [2022-02-10 16:23:06 main:574] : INFO : Epoch 1711 | loss: 0.0311221 | val_loss: 0.0311684 | Time: 4851.95 ms [2022-02-10 16:23:11 main:574] : INFO : Epoch 1712 | loss: 0.0311294 | val_loss: 0.0311709 | Time: 5060.47 ms [2022-02-10 16:23:16 main:574] : INFO : Epoch 1713 | loss: 0.0311331 | val_loss: 0.0311731 | Time: 4801.67 ms [2022-02-10 16:23:21 main:574] : INFO : Epoch 1714 | loss: 0.031127 | val_loss: 0.0311735 | Time: 5182.56 ms [2022-02-10 16:23:26 main:574] : INFO : Epoch 1715 | loss: 0.0311273 | val_loss: 0.0311692 | Time: 4776.99 ms [2022-02-10 16:23:30 main:574] : INFO : Epoch 1716 | loss: 0.031127 | val_loss: 0.0311684 | Time: 4455.65 ms [2022-02-10 16:23:36 main:574] : INFO : Epoch 1717 | loss: 0.031124 | val_loss: 0.0311687 | Time: 5193.95 ms [2022-02-10 16:23:40 main:574] : INFO : Epoch 1718 | loss: 0.031126 | val_loss: 0.0311703 | Time: 4858.48 ms [2022-02-10 16:23:45 main:574] : INFO : Epoch 1719 | loss: 0.0311237 | val_loss: 0.03117 | Time: 4890.46 ms [2022-02-10 16:23:50 main:574] : INFO : Epoch 1720 | loss: 0.03112 | val_loss: 0.0311652 | Time: 5034.15 ms [2022-02-10 16:23:55 main:574] : INFO : Epoch 1721 | loss: 0.0311209 | val_loss: 0.0311702 | Time: 5048.67 ms [2022-02-10 16:24:00 main:574] : INFO : Epoch 1722 | loss: 0.0311214 | val_loss: 0.0311746 | Time: 4560.98 ms [2022-02-10 16:24:05 main:574] : INFO : Epoch 1723 | loss: 0.0311205 | val_loss: 0.0311729 | Time: 4959.07 ms [2022-02-10 16:24:10 main:574] : INFO : Epoch 1724 | loss: 0.0311196 | val_loss: 0.0311671 | Time: 5031.17 ms [2022-02-10 16:24:15 main:574] : INFO : Epoch 1725 | loss: 0.0311218 | val_loss: 0.031167 | Time: 4645.31 ms [2022-02-10 16:24:20 main:574] : INFO : Epoch 1726 | loss: 0.0311196 | val_loss: 0.0311705 | Time: 5269.67 ms [2022-02-10 16:24:25 main:574] : INFO : Epoch 1727 | loss: 0.0311222 | val_loss: 0.0311718 | Time: 4642.18 ms [2022-02-10 16:24:30 main:574] : INFO : Epoch 1728 | loss: 0.0311246 | val_loss: 0.0311695 | Time: 5279.06 ms [2022-02-10 16:24:35 main:574] : INFO : Epoch 1729 | loss: 0.0311254 | val_loss: 0.0311648 | Time: 4835.18 ms [2022-02-10 16:24:39 main:574] : INFO : Epoch 1730 | loss: 0.0311215 | val_loss: 0.0311698 | Time: 4567.61 ms [2022-02-10 16:24:45 main:574] : INFO : Epoch 1731 | loss: 0.031122 | val_loss: 0.0311659 | Time: 5251.63 ms [2022-02-10 16:24:49 main:574] : INFO : Epoch 1732 | loss: 0.0311237 | val_loss: 0.0311729 | Time: 4861.99 ms [2022-02-10 16:24:55 main:574] : INFO : Epoch 1733 | loss: 0.031128 | val_loss: 0.031165 | Time: 5262.93 ms [2022-02-10 16:25:00 main:574] : INFO : Epoch 1734 | loss: 0.0311226 | val_loss: 0.0311715 | Time: 5185.4 ms [2022-02-10 16:25:05 main:574] : INFO : Epoch 1735 | loss: 0.0311213 | val_loss: 0.031171 | Time: 5070.98 ms [2022-02-10 16:25:09 main:574] : INFO : Epoch 1736 | loss: 0.0311254 | val_loss: 0.0311652 | Time: 4531.83 ms [2022-02-10 16:25:15 main:574] : INFO : Epoch 1737 | loss: 0.0311233 | val_loss: 0.0311747 | Time: 5062.9 ms [2022-02-10 16:25:19 main:574] : INFO : Epoch 1738 | loss: 0.0311216 | val_loss: 0.0311725 | Time: 4932.18 ms [2022-02-10 16:25:24 main:574] : INFO : Epoch 1739 | loss: 0.0311236 | val_loss: 0.0311671 | Time: 4689.18 ms [2022-02-10 16:25:29 main:574] : INFO : Epoch 1740 | loss: 0.0311244 | val_loss: 0.0311705 | Time: 5273.33 ms [2022-02-10 16:25:34 main:574] : INFO : Epoch 1741 | loss: 0.0311246 | val_loss: 0.0311653 | Time: 4583.01 ms [2022-02-10 16:25:39 main:574] : INFO : Epoch 1742 | loss: 0.0311226 | val_loss: 0.0311626 | Time: 5085.46 ms [2022-02-10 16:25:44 main:574] : INFO : Epoch 1743 | loss: 0.0311278 | val_loss: 0.0311684 | Time: 4851.71 ms [2022-02-10 16:25:49 main:574] : INFO : Epoch 1744 | loss: 0.0311294 | val_loss: 0.0311654 | Time: 4637.5 ms [2022-02-10 16:25:54 main:574] : INFO : Epoch 1745 | loss: 0.0311265 | val_loss: 0.0311681 | Time: 5227.19 ms [2022-02-10 16:25:59 main:574] : INFO : Epoch 1746 | loss: 0.0311224 | val_loss: 0.0311677 | Time: 4887.35 ms [2022-02-10 16:26:04 main:574] : INFO : Epoch 1747 | loss: 0.0311259 | val_loss: 0.0311834 | Time: 4855.63 ms [2022-02-10 16:26:09 main:574] : INFO : Epoch 1748 | loss: 0.031127 | val_loss: 0.0311663 | Time: 4954.91 ms [2022-02-10 16:26:14 main:574] : INFO : Epoch 1749 | loss: 0.0311262 | val_loss: 0.031164 | Time: 5143.44 ms [2022-02-10 16:26:18 main:574] : INFO : Epoch 1750 | loss: 0.0311268 | val_loss: 0.031169 | Time: 4558.92 ms [2022-02-10 16:26:23 main:574] : INFO : Epoch 1751 | loss: 0.0311238 | val_loss: 0.0311728 | Time: 5040 ms [2022-02-10 16:26:28 main:574] : INFO : Epoch 1752 | loss: 0.0311283 | val_loss: 0.0311698 | Time: 5117.51 ms [2022-02-10 16:26:33 main:574] : INFO : Epoch 1753 | loss: 0.0311316 | val_loss: 0.0311665 | Time: 4717.31 ms [2022-02-10 16:26:39 main:574] : INFO : Epoch 1754 | loss: 0.0311338 | val_loss: 0.0311681 | Time: 5428.36 ms [2022-02-10 16:26:43 main:574] : INFO : Epoch 1755 | loss: 0.031133 | val_loss: 0.0311691 | Time: 4789.84 ms [2022-02-10 16:26:49 main:574] : INFO : Epoch 1756 | loss: 0.0311347 | val_loss: 0.0311703 | Time: 5246.47 ms [2022-02-10 16:26:54 main:574] : INFO : Epoch 1757 | loss: 0.0311374 | val_loss: 0.031171 | Time: 4900 ms [2022-02-10 16:26:58 main:574] : INFO : Epoch 1758 | loss: 0.0311295 | val_loss: 0.0311694 | Time: 4648.49 ms [2022-02-10 16:27:04 main:574] : INFO : Epoch 1759 | loss: 0.0311272 | val_loss: 0.0311685 | Time: 5365.94 ms [2022-02-10 16:27:08 main:574] : INFO : Epoch 1760 | loss: 0.0311297 | val_loss: 0.0311742 | Time: 4816.41 ms [2022-02-10 16:27:14 main:574] : INFO : Epoch 1761 | loss: 0.0311293 | val_loss: 0.0311684 | Time: 5117.83 ms [2022-02-10 16:27:19 main:574] : INFO : Epoch 1762 | loss: 0.0311284 | val_loss: 0.0311667 | Time: 5030.34 ms [2022-02-10 16:27:24 main:574] : INFO : Epoch 1763 | loss: 0.0311277 | val_loss: 0.0311624 | Time: 5153.43 ms [2022-02-10 16:27:28 main:574] : INFO : Epoch 1764 | loss: 0.0311312 | val_loss: 0.0311678 | Time: 4522.24 ms [2022-02-10 16:27:34 main:574] : INFO : Epoch 1765 | loss: 0.031142 | val_loss: 0.0311707 | Time: 5237.21 ms [2022-02-10 16:27:39 main:574] : INFO : Epoch 1766 | loss: 0.0311468 | val_loss: 0.0311662 | Time: 4967.34 ms [2022-02-10 16:27:44 main:574] : INFO : Epoch 1767 | loss: 0.0311406 | val_loss: 0.0311665 | Time: 5260.14 ms [2022-02-10 16:27:49 main:574] : INFO : Epoch 1768 | loss: 0.0311365 | val_loss: 0.0311663 | Time: 5681.42 ms [2022-02-10 16:27:54 main:574] : INFO : Epoch 1769 | loss: 0.0311354 | val_loss: 0.0311658 | Time: 4865.06 ms [2022-02-10 16:27:59 main:574] : INFO : Epoch 1770 | loss: 0.0311362 | val_loss: 0.0311623 | Time: 5151.36 ms [2022-02-10 16:28:04 main:574] : INFO : Epoch 1771 | loss: 0.0311346 | val_loss: 0.031171 | Time: 4991.32 ms [2022-02-10 16:28:09 main:574] : INFO : Epoch 1772 | loss: 0.0311444 | val_loss: 0.0311687 | Time: 4939.22 ms [2022-02-10 16:28:14 main:574] : INFO : Epoch 1773 | loss: 0.031144 | val_loss: 0.0311629 | Time: 4804.42 ms [2022-02-10 16:28:19 main:574] : INFO : Epoch 1774 | loss: 0.0311399 | val_loss: 0.0311707 | Time: 5018.5 ms [2022-02-10 16:28:24 main:574] : INFO : Epoch 1775 | loss: 0.0311395 | val_loss: 0.0311647 | Time: 4849.11 ms [2022-02-10 16:28:29 main:574] : INFO : Epoch 1776 | loss: 0.0311375 | val_loss: 0.0311669 | Time: 4948 ms [2022-02-10 16:28:34 main:574] : INFO : Epoch 1777 | loss: 0.0311392 | val_loss: 0.0311687 | Time: 5213.19 ms [2022-02-10 16:28:39 main:574] : INFO : Epoch 1778 | loss: 0.0311386 | val_loss: 0.031162 | Time: 4623.84 ms [2022-02-10 16:28:44 main:574] : INFO : Epoch 1779 | loss: 0.0311368 | val_loss: 0.0311689 | Time: 5330.04 ms [2022-02-10 16:28:49 main:574] : INFO : Epoch 1780 | loss: 0.0311362 | val_loss: 0.031168 | Time: 4666.23 ms [2022-02-10 16:28:54 main:574] : INFO : Epoch 1781 | loss: 0.0311354 | val_loss: 0.0311652 | Time: 5037.1 ms [2022-02-10 16:28:59 main:574] : INFO : Epoch 1782 | loss: 0.0311326 | val_loss: 0.0311696 | Time: 4885.43 ms [2022-02-10 16:29:03 main:574] : INFO : Epoch 1783 | loss: 0.0311355 | val_loss: 0.0311736 | Time: 4603.48 ms [2022-02-10 16:29:08 main:574] : INFO : Epoch 1784 | loss: 0.031141 | val_loss: 0.0311655 | Time: 4952.77 ms [2022-02-10 16:29:13 main:574] : INFO : Epoch 1785 | loss: 0.0311379 | val_loss: 0.0311656 | Time: 4727.53 ms [2022-02-10 16:29:18 main:574] : INFO : Epoch 1786 | loss: 0.031135 | val_loss: 0.0311692 | Time: 4979.89 ms [2022-02-10 16:29:23 main:574] : INFO : Epoch 1787 | loss: 0.0311351 | val_loss: 0.0311658 | Time: 4917.49 ms [2022-02-10 16:29:28 main:574] : INFO : Epoch 1788 | loss: 0.0311346 | val_loss: 0.0311647 | Time: 4888.25 ms [2022-02-10 16:29:33 main:574] : INFO : Epoch 1789 | loss: 0.0311322 | val_loss: 0.0311616 | Time: 4971.7 ms [2022-02-10 16:29:38 main:574] : INFO : Epoch 1790 | loss: 0.031131 | val_loss: 0.0311685 | Time: 4946.27 ms [2022-02-10 16:29:43 main:574] : INFO : Epoch 1791 | loss: 0.0311319 | val_loss: 0.0311645 | Time: 5264.17 ms [2022-02-10 16:29:48 main:574] : INFO : Epoch 1792 | loss: 0.0311314 | val_loss: 0.0311636 | Time: 4653.58 ms [2022-02-10 16:29:53 main:574] : INFO : Epoch 1793 | loss: 0.0311304 | val_loss: 0.0311633 | Time: 5346.01 ms [2022-02-10 16:29:58 main:574] : INFO : Epoch 1794 | loss: 0.0311282 | val_loss: 0.0311625 | Time: 5107.97 ms [2022-02-10 16:30:03 main:574] : INFO : Epoch 1795 | loss: 0.0311297 | val_loss: 0.0311632 | Time: 4958.41 ms [2022-02-10 16:30:08 main:574] : INFO : Epoch 1796 | loss: 0.0311316 | val_loss: 0.0311582 | Time: 4867.02 ms [2022-02-10 16:30:13 main:574] : INFO : Epoch 1797 | loss: 0.0311309 | val_loss: 0.0311641 | Time: 4629.4 ms [2022-02-10 16:30:18 main:574] : INFO : Epoch 1798 | loss: 0.0311298 | val_loss: 0.0311641 | Time: 4963.34 ms [2022-02-10 16:30:23 main:574] : INFO : Epoch 1799 | loss: 0.0311289 | val_loss: 0.0311663 | Time: 4886.44 ms [2022-02-10 16:30:28 main:574] : INFO : Epoch 1800 | loss: 0.0311346 | val_loss: 0.0311755 | Time: 4865.26 ms [2022-02-10 16:30:32 main:574] : INFO : Epoch 1801 | loss: 0.0311325 | val_loss: 0.0311663 | Time: 4798.59 ms [2022-02-10 16:30:37 main:574] : INFO : Epoch 1802 | loss: 0.0311307 | val_loss: 0.0311678 | Time: 4652.61 ms [2022-02-10 16:30:42 main:574] : INFO : Epoch 1803 | loss: 0.0311343 | val_loss: 0.0311659 | Time: 4766.85 ms [2022-02-10 16:30:47 main:574] : INFO : Epoch 1804 | loss: 0.031133 | val_loss: 0.0311598 | Time: 4860.83 ms [2022-02-10 16:30:52 main:574] : INFO : Epoch 1805 | loss: 0.0311305 | val_loss: 0.0311701 | Time: 5260.19 ms [2022-02-10 16:30:56 main:574] : INFO : Epoch 1806 | loss: 0.0311331 | val_loss: 0.0311627 | Time: 4399.95 ms [2022-02-10 16:31:01 main:574] : INFO : Epoch 1807 | loss: 0.0311304 | val_loss: 0.0311649 | Time: 5018.02 ms [2022-02-10 16:31:06 main:574] : INFO : Epoch 1808 | loss: 0.0311278 | val_loss: 0.0311669 | Time: 4728.01 ms [2022-02-10 16:31:11 main:574] : INFO : Epoch 1809 | loss: 0.0311273 | val_loss: 0.0311707 | Time: 4435.82 ms [2022-02-10 16:31:16 main:574] : INFO : Epoch 1810 | loss: 0.0311256 | val_loss: 0.0311709 | Time: 5066.64 ms [2022-02-10 16:31:20 main:574] : INFO : Epoch 1811 | loss: 0.0311287 | val_loss: 0.0311641 | Time: 4679.31 ms [2022-02-10 16:31:26 main:574] : INFO : Epoch 1812 | loss: 0.0311276 | val_loss: 0.0311672 | Time: 5243.65 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050) [2022-02-17 10:51:14 main:435] : INFO : Set logging level to 1 [2022-02-17 10:51:14 main:441] : INFO : Running in BOINC Client mode [2022-02-17 10:51:14 main:444] : INFO : Resolving all filenames [2022-02-17 10:51:14 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-17 10:51:14 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-17 10:51:14 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-17 10:51:14 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-17 10:51:14 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-17 10:51:14 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-17 10:51:14 main:474] : INFO : Configuration: [2022-02-17 10:51:15 main:475] : INFO : Model type: GRU [2022-02-17 10:51:15 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-17 10:51:15 main:477] : INFO : Max Epochs: 2048 [2022-02-17 10:51:15 main:478] : INFO : Batch Size: 128 [2022-02-17 10:51:15 main:479] : INFO : Learning Rate: 0.01 [2022-02-17 10:51:15 main:480] : INFO : Patience: 10 [2022-02-17 10:51:15 main:481] : INFO : Hidden Width: 12 [2022-02-17 10:51:15 main:482] : INFO : # Recurrent Layers: 4 [2022-02-17 10:51:15 main:483] : INFO : # Backend Layers: 4 [2022-02-17 10:51:15 main:484] : INFO : # Threads: 1 [2022-02-17 10:51:15 main:486] : INFO : Preparing Dataset [2022-02-17 10:51:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-17 10:51:15 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-17 10:51:29 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-17 10:51:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-17 10:51:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-17 10:51:29 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-17 10:51:29 main:494] : INFO : Creating Model [2022-02-17 10:51:29 main:507] : INFO : Preparing config file [2022-02-17 10:51:29 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-17 10:51:29 main:512] : INFO : Loading config [2022-02-17 10:51:29 main:514] : INFO : Loading state [2022-02-17 10:51:31 main:559] : INFO : Loading DataLoader into Memory [2022-02-17 10:51:31 main:562] : INFO : Starting Training [2022-02-17 10:51:33 main:574] : INFO : Epoch 1786 | loss: 0.0311907 | val_loss: 0.0311725 | Time: 2523.06 ms [2022-02-17 10:51:35 main:574] : INFO : Epoch 1787 | loss: 0.0311381 | val_loss: 0.0311614 | Time: 1657.58 ms [2022-02-17 10:51:39 main:574] : INFO : Epoch 1788 | loss: 0.031133 | val_loss: 0.0311658 | Time: 3727.65 ms [2022-02-17 10:51:43 main:574] : INFO : Epoch 1789 | loss: 0.0311321 | val_loss: 0.0311626 | Time: 4950.08 ms [2022-02-17 10:55:51 main:574] : INFO : Epoch 1790 | loss: 0.0311309 | val_loss: 0.0311648 | Time: 247649 ms [2022-02-17 10:55:57 main:574] : INFO : Epoch 1791 | loss: 0.0311296 | val_loss: 0.0311671 | Time: 6169 ms [2022-02-17 10:56:42 main:574] : INFO : Epoch 1792 | loss: 0.0311306 | val_loss: 0.0311665 | Time: 44809 ms [2022-02-17 10:56:47 main:574] : INFO : Epoch 1793 | loss: 0.0311298 | val_loss: 0.031172 | Time: 4388.23 ms [2022-02-17 10:56:51 main:574] : INFO : Epoch 1794 | loss: 0.0311308 | val_loss: 0.0311647 | Time: 4495.72 ms [2022-02-17 10:56:55 main:574] : INFO : Epoch 1795 | loss: 0.0311302 | val_loss: 0.0311651 | Time: 4318.25 ms [2022-02-17 10:57:02 main:574] : INFO : Epoch 1796 | loss: 0.0311288 | val_loss: 0.03116 | Time: 6703.23 ms [2022-02-17 10:57:08 main:574] : INFO : Epoch 1797 | loss: 0.0311265 | val_loss: 0.0311605 | Time: 5884.54 ms [2022-02-17 10:57:22 main:574] : INFO : Epoch 1798 | loss: 0.0311269 | val_loss: 0.0311621 | Time: 14027.9 ms [2022-02-17 10:57:27 main:574] : INFO : Epoch 1799 | loss: 0.0311273 | val_loss: 0.0311682 | Time: 5053.53 ms [2022-02-17 10:57:31 main:574] : INFO : Epoch 1800 | loss: 0.0311274 | val_loss: 0.0311656 | Time: 4106.53 ms [2022-02-17 10:57:35 main:574] : INFO : Epoch 1801 | loss: 0.0311323 | val_loss: 0.0311632 | Time: 4159.32 ms [2022-02-17 10:57:40 main:574] : INFO : Epoch 1802 | loss: 0.0311347 | val_loss: 0.0311625 | Time: 4511.93 ms [2022-02-17 10:57:44 main:574] : INFO : Epoch 1803 | loss: 0.0311316 | val_loss: 0.031165 | Time: 3994.29 ms [2022-02-17 10:57:49 main:574] : INFO : Epoch 1804 | loss: 0.0311291 | val_loss: 0.0311643 | Time: 4591.22 ms [2022-02-17 10:57:53 main:574] : INFO : Epoch 1805 | loss: 0.0311297 | val_loss: 0.0311654 | Time: 4330.76 ms [2022-02-17 10:57:57 main:574] : INFO : Epoch 1806 | loss: 0.031129 | val_loss: 0.0311584 | Time: 4240.82 ms [2022-02-17 10:58:02 main:574] : INFO : Epoch 1807 | loss: 0.031126 | val_loss: 0.0311648 | Time: 4393.62 ms [2022-02-17 10:58:06 main:574] : INFO : Epoch 1808 | loss: 0.0311251 | val_loss: 0.031158 | Time: 4500.19 ms [2022-02-17 10:58:10 main:574] : INFO : Epoch 1809 | loss: 0.0311245 | val_loss: 0.0311617 | Time: 4366.3 ms [2022-02-17 10:58:15 main:574] : INFO : Epoch 1810 | loss: 0.0311245 | val_loss: 0.0311603 | Time: 4535.63 ms [2022-02-17 10:58:19 main:574] : INFO : Epoch 1811 | loss: 0.0311277 | val_loss: 0.0311604 | Time: 4107.96 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050) [2022-02-17 14:18:59 main:435] : INFO : Set logging level to 1 [2022-02-17 14:18:59 main:441] : INFO : Running in BOINC Client mode [2022-02-17 14:18:59 main:444] : INFO : Resolving all filenames [2022-02-17 14:18:59 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-17 14:18:59 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-17 14:18:59 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-17 14:18:59 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-17 14:18:59 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-17 14:18:59 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-17 14:18:59 main:474] : INFO : Configuration: [2022-02-17 14:18:59 main:475] : INFO : Model type: GRU [2022-02-17 14:18:59 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-17 14:18:59 main:477] : INFO : Max Epochs: 2048 [2022-02-17 14:18:59 main:478] : INFO : Batch Size: 128 [2022-02-17 14:18:59 main:479] : INFO : Learning Rate: 0.01 [2022-02-17 14:18:59 main:480] : INFO : Patience: 10 [2022-02-17 14:18:59 main:481] : INFO : Hidden Width: 12 [2022-02-17 14:18:59 main:482] : INFO : # Recurrent Layers: 4 [2022-02-17 14:18:59 main:483] : INFO : # Backend Layers: 4 [2022-02-17 14:18:59 main:484] : INFO : # Threads: 1 [2022-02-17 14:18:59 main:486] : INFO : Preparing Dataset [2022-02-17 14:18:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-17 14:19:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-17 14:19:06 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-17 14:19:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-17 14:19:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-17 14:19:06 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-17 14:19:06 main:494] : INFO : Creating Model [2022-02-17 14:19:07 main:507] : INFO : Preparing config file [2022-02-17 14:19:07 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-17 14:19:07 main:512] : INFO : Loading config [2022-02-17 14:19:07 main:514] : INFO : Loading state [2022-02-17 14:19:10 main:559] : INFO : Loading DataLoader into Memory [2022-02-17 14:19:10 main:562] : INFO : Starting Training [2022-02-17 14:19:23 main:574] : INFO : Epoch 1791 | loss: 0.0312182 | val_loss: 0.0311689 | Time: 13185.3 ms [2022-02-17 14:19:31 main:574] : INFO : Epoch 1792 | loss: 0.0311392 | val_loss: 0.0311639 | Time: 7716.34 ms [2022-02-17 14:19:49 main:574] : INFO : Epoch 1793 | loss: 0.0311342 | val_loss: 0.0311633 | Time: 18361.5 ms [2022-02-17 14:20:05 main:574] : INFO : Epoch 1794 | loss: 0.0311313 | val_loss: 0.0311637 | Time: 16491.8 ms [2022-02-17 14:20:12 main:574] : INFO : Epoch 1795 | loss: 0.0311304 | val_loss: 0.0311647 | Time: 6683.67 ms [2022-02-17 14:20:29 main:574] : INFO : Epoch 1796 | loss: 0.0311302 | val_loss: 0.0311635 | Time: 16616.4 ms [2022-02-17 14:20:44 main:574] : INFO : Epoch 1797 | loss: 0.0311305 | val_loss: 0.0311677 | Time: 15529.6 ms [2022-02-17 14:20:52 main:574] : INFO : Epoch 1798 | loss: 0.0311268 | val_loss: 0.0311643 | Time: 7531.65 ms [2022-02-17 14:21:08 main:574] : INFO : Epoch 1799 | loss: 0.0311286 | val_loss: 0.0311667 | Time: 16524.1 ms [2022-02-17 14:21:26 main:574] : INFO : Epoch 1800 | loss: 0.0311282 | val_loss: 0.0311648 | Time: 17374.4 ms [2022-02-17 14:21:33 main:574] : INFO : Epoch 1801 | loss: 0.0311304 | val_loss: 0.031168 | Time: 7094.27 ms [2022-02-17 14:21:51 main:574] : INFO : Epoch 1802 | loss: 0.0311298 | val_loss: 0.0311663 | Time: 17749.5 ms [2022-02-17 14:22:08 main:574] : INFO : Epoch 1803 | loss: 0.0311336 | val_loss: 0.0311616 | Time: 17446.7 ms [2022-02-17 14:22:26 main:574] : INFO : Epoch 1804 | loss: 0.0311321 | val_loss: 0.0311654 | Time: 17936 ms [2022-02-17 14:22:32 main:574] : INFO : Epoch 1805 | loss: 0.0311352 | val_loss: 0.0311641 | Time: 5821.31 ms [2022-02-17 14:22:48 main:574] : INFO : Epoch 1806 | loss: 0.0311343 | val_loss: 0.0311598 | Time: 16415.9 ms [2022-02-17 14:22:54 main:574] : INFO : Epoch 1807 | loss: 0.0311336 | val_loss: 0.0311631 | Time: 5909.45 ms [2022-02-17 14:23:11 main:574] : INFO : Epoch 1808 | loss: 0.0311386 | val_loss: 0.0311698 | Time: 16262.3 ms [2022-02-17 14:23:27 main:574] : INFO : Epoch 1809 | loss: 0.0311352 | val_loss: 0.0311687 | Time: 16276.6 ms [2022-02-17 14:23:34 main:574] : INFO : Epoch 1810 | loss: 0.0311319 | val_loss: 0.0311608 | Time: 6745.36 ms [2022-02-17 14:23:49 main:574] : INFO : Epoch 1811 | loss: 0.0311301 | val_loss: 0.0311631 | Time: 15566.3 ms [2022-02-17 14:23:56 main:574] : INFO : Epoch 1812 | loss: 0.0311266 | val_loss: 0.0311651 | Time: 6527.69 ms [2022-02-17 14:24:12 main:574] : INFO : Epoch 1813 | loss: 0.0311323 | val_loss: 0.0311648 | Time: 16225.6 ms [2022-02-17 14:24:28 main:574] : INFO : Epoch 1814 | loss: 0.0311333 | val_loss: 0.0311616 | Time: 15638.4 ms [2022-02-17 14:24:34 main:574] : INFO : Epoch 1815 | loss: 0.0311298 | val_loss: 0.0311617 | Time: 6767.56 ms [2022-02-17 14:24:51 main:574] : INFO : Epoch 1816 | loss: 0.0311293 | val_loss: 0.0311629 | Time: 16231.4 ms [2022-02-17 14:24:56 main:574] : INFO : Epoch 1817 | loss: 0.03113 | val_loss: 0.0311602 | Time: 5866.81 ms [2022-02-17 14:25:13 main:574] : INFO : Epoch 1818 | loss: 0.0311265 | val_loss: 0.0311626 | Time: 16030.7 ms [2022-02-17 14:25:29 main:574] : INFO : Epoch 1819 | loss: 0.0311274 | val_loss: 0.0311631 | Time: 16714.1 ms [2022-02-17 14:25:35 main:574] : INFO : Epoch 1820 | loss: 0.0311265 | val_loss: 0.0311659 | Time: 5469.18 ms [2022-02-17 14:25:52 main:574] : INFO : Epoch 1821 | loss: 0.0311283 | val_loss: 0.0311668 | Time: 16948.8 ms [2022-02-17 14:26:08 main:574] : INFO : Epoch 1822 | loss: 0.0311265 | val_loss: 0.0311615 | Time: 16030.2 ms [2022-02-17 14:26:15 main:574] : INFO : Epoch 1823 | loss: 0.0311278 | val_loss: 0.0311672 | Time: 7625.02 ms [2022-02-17 14:26:33 main:574] : INFO : Epoch 1824 | loss: 0.0311346 | val_loss: 0.031163 | Time: 17317.5 ms [2022-02-17 14:26:51 main:574] : INFO : Epoch 1825 | loss: 0.0311347 | val_loss: 0.0311683 | Time: 17995.5 ms [2022-02-17 14:27:09 main:574] : INFO : Epoch 1826 | loss: 0.0311312 | val_loss: 0.0311631 | Time: 18302.1 ms [2022-02-17 14:27:16 main:574] : INFO : Epoch 1827 | loss: 0.0311333 | val_loss: 0.03117 | Time: 6506.66 ms [2022-02-17 14:27:32 main:574] : INFO : Epoch 1828 | loss: 0.0311304 | val_loss: 0.0311723 | Time: 15920.2 ms [2022-02-17 14:27:49 main:574] : INFO : Epoch 1829 | loss: 0.0311284 | val_loss: 0.0311678 | Time: 17442.7 ms [2022-02-17 14:27:55 main:574] : INFO : Epoch 1830 | loss: 0.0311296 | val_loss: 0.0311683 | Time: 5905.55 ms [2022-02-17 14:28:11 main:574] : INFO : Epoch 1831 | loss: 0.0311284 | val_loss: 0.0311613 | Time: 16460.5 ms [2022-02-17 14:28:18 main:574] : INFO : Epoch 1832 | loss: 0.0311308 | val_loss: 0.0311754 | Time: 7031.28 ms [2022-02-17 14:28:34 main:574] : INFO : Epoch 1833 | loss: 0.0311324 | val_loss: 0.0311656 | Time: 15902.7 ms [2022-02-17 14:28:51 main:574] : INFO : Epoch 1834 | loss: 0.0311357 | val_loss: 0.0311631 | Time: 16353.2 ms [2022-02-17 14:28:57 main:574] : INFO : Epoch 1835 | loss: 0.0311355 | val_loss: 0.0311663 | Time: 6094.24 ms [2022-02-17 14:29:12 main:574] : INFO : Epoch 1836 | loss: 0.0311367 | val_loss: 0.0311612 | Time: 14981.2 ms [2022-02-17 14:29:16 main:574] : INFO : Epoch 1837 | loss: 0.0311335 | val_loss: 0.0311629 | Time: 4654.9 ms [2022-02-17 14:29:22 main:574] : INFO : Epoch 1838 | loss: 0.0311313 | val_loss: 0.0311616 | Time: 5367.76 ms [2022-02-17 14:29:28 main:574] : INFO : Epoch 1839 | loss: 0.0311299 | val_loss: 0.0311637 | Time: 5799.31 ms [2022-02-17 14:29:44 main:574] : INFO : Epoch 1840 | loss: 0.0311297 | val_loss: 0.0311627 | Time: 16439.1 ms [2022-02-17 14:30:00 main:574] : INFO : Epoch 1841 | loss: 0.0311298 | val_loss: 0.0311628 | Time: 15977 ms [2022-02-17 14:30:06 main:574] : INFO : Epoch 1842 | loss: 0.0311312 | val_loss: 0.0311658 | Time: 5794.02 ms [2022-02-17 14:30:22 main:574] : INFO : Epoch 1843 | loss: 0.0311306 | val_loss: 0.0311637 | Time: 16626.5 ms [2022-02-17 14:30:28 main:574] : INFO : Epoch 1844 | loss: 0.0311263 | val_loss: 0.0311627 | Time: 5892.42 ms [2022-02-17 14:30:45 main:574] : INFO : Epoch 1845 | loss: 0.0311269 | val_loss: 0.0311599 | Time: 16371.6 ms [2022-02-17 14:31:01 main:574] : INFO : Epoch 1846 | loss: 0.0311256 | val_loss: 0.0311611 | Time: 16388.8 ms [2022-02-17 14:31:07 main:574] : INFO : Epoch 1847 | loss: 0.0311255 | val_loss: 0.0311614 | Time: 6150.62 ms [2022-02-17 14:31:24 main:574] : INFO : Epoch 1848 | loss: 0.0311267 | val_loss: 0.0311658 | Time: 16260.1 ms [2022-02-17 14:31:30 main:574] : INFO : Epoch 1849 | loss: 0.0311269 | val_loss: 0.0311661 | Time: 6532.9 ms [2022-02-17 14:31:46 main:574] : INFO : Epoch 1850 | loss: 0.0311258 | val_loss: 0.0311605 | Time: 15531.3 ms [2022-02-17 14:32:02 main:574] : INFO : Epoch 1851 | loss: 0.0311261 | val_loss: 0.031164 | Time: 16139.9 ms [2022-02-17 14:32:22 main:574] : INFO : Epoch 1852 | loss: 0.0311232 | val_loss: 0.0311664 | Time: 20138.2 ms [2022-02-17 14:32:28 main:574] : INFO : Epoch 1853 | loss: 0.0311229 | val_loss: 0.0311685 | Time: 6226.65 ms [2022-02-17 14:32:45 main:574] : INFO : Epoch 1854 | loss: 0.0311254 | val_loss: 0.0311727 | Time: 16419.6 ms [2022-02-17 14:32:51 main:574] : INFO : Epoch 1855 | loss: 0.031124 | val_loss: 0.0311619 | Time: 5866.2 ms [2022-02-17 14:33:07 main:574] : INFO : Epoch 1856 | loss: 0.0311219 | val_loss: 0.0311646 | Time: 16689.7 ms [2022-02-17 14:33:23 main:574] : INFO : Epoch 1857 | loss: 0.0311221 | val_loss: 0.0311645 | Time: 16245.9 ms [2022-02-17 14:33:30 main:574] : INFO : Epoch 1858 | loss: 0.0311218 | val_loss: 0.0311637 | Time: 6172.99 ms [2022-02-17 14:33:46 main:574] : INFO : Epoch 1859 | loss: 0.0311314 | val_loss: 0.0311618 | Time: 16226.9 ms [2022-02-17 14:33:52 main:574] : INFO : Epoch 1860 | loss: 0.0311312 | val_loss: 0.0311602 | Time: 6283.04 ms [2022-02-17 14:34:09 main:574] : INFO : Epoch 1861 | loss: 0.0311283 | val_loss: 0.0311579 | Time: 16729.4 ms [2022-02-17 14:34:25 main:574] : INFO : Epoch 1862 | loss: 0.0311265 | val_loss: 0.0311611 | Time: 16464.5 ms [2022-02-17 14:34:32 main:574] : INFO : Epoch 1863 | loss: 0.031128 | val_loss: 0.0311685 | Time: 6310.37 ms [2022-02-17 14:34:48 main:574] : INFO : Epoch 1864 | loss: 0.0311252 | val_loss: 0.0311624 | Time: 16047.7 ms [2022-02-17 14:35:04 main:574] : INFO : Epoch 1865 | loss: 0.0311242 | val_loss: 0.0311615 | Time: 16239.4 ms [2022-02-17 14:35:10 main:574] : INFO : Epoch 1866 | loss: 0.0311258 | val_loss: 0.031168 | Time: 5982.71 ms [2022-02-17 14:35:26 main:574] : INFO : Epoch 1867 | loss: 0.0311285 | val_loss: 0.0311723 | Time: 16070.8 ms [2022-02-17 14:35:32 main:574] : INFO : Epoch 1868 | loss: 0.0311286 | val_loss: 0.0311676 | Time: 6282.13 ms [2022-02-17 14:35:49 main:574] : INFO : Epoch 1869 | loss: 0.0311267 | val_loss: 0.0311659 | Time: 16420.5 ms [2022-02-17 14:36:05 main:574] : INFO : Epoch 1870 | loss: 0.0311267 | val_loss: 0.0311599 | Time: 16442.6 ms [2022-02-17 14:36:12 main:574] : INFO : Epoch 1871 | loss: 0.0311269 | val_loss: 0.0311612 | Time: 6567.54 ms [2022-02-17 14:36:28 main:574] : INFO : Epoch 1872 | loss: 0.0311276 | val_loss: 0.031162 | Time: 15789.5 ms [2022-02-17 14:36:44 main:574] : INFO : Epoch 1873 | loss: 0.0311249 | val_loss: 0.0311584 | Time: 16667.4 ms [2022-02-17 14:36:50 main:574] : INFO : Epoch 1874 | loss: 0.0311244 | val_loss: 0.0311623 | Time: 5869 ms [2022-02-17 14:37:05 main:574] : INFO : Epoch 1875 | loss: 0.0311242 | val_loss: 0.0311611 | Time: 15150.7 ms [2022-02-17 14:37:12 main:574] : INFO : Epoch 1876 | loss: 0.0311227 | val_loss: 0.0311612 | Time: 6699.77 ms [2022-02-17 14:37:29 main:574] : INFO : Epoch 1877 | loss: 0.0311227 | val_loss: 0.0311668 | Time: 16489.6 ms [2022-02-17 14:37:46 main:574] : INFO : Epoch 1878 | loss: 0.0311218 | val_loss: 0.0311625 | Time: 17435.6 ms [2022-02-17 14:37:54 main:574] : INFO : Epoch 1879 | loss: 0.0311211 | val_loss: 0.0311646 | Time: 7526.97 ms [2022-02-17 14:38:10 main:574] : INFO : Epoch 1880 | loss: 0.0311228 | val_loss: 0.0311653 | Time: 16584.5 ms [2022-02-17 14:38:26 main:574] : INFO : Epoch 1881 | loss: 0.0311264 | val_loss: 0.0311704 | Time: 16091.7 ms [2022-02-17 14:38:33 main:574] : INFO : Epoch 1882 | loss: 0.0311261 | val_loss: 0.0311659 | Time: 6575.57 ms [2022-02-17 14:38:49 main:574] : INFO : Epoch 1883 | loss: 0.0311386 | val_loss: 0.031163 | Time: 16100.4 ms [2022-02-17 14:38:55 main:574] : INFO : Epoch 1884 | loss: 0.0311339 | val_loss: 0.0311639 | Time: 6279.19 ms [2022-02-17 14:39:11 main:574] : INFO : Epoch 1885 | loss: 0.031131 | val_loss: 0.0311637 | Time: 16091.1 ms [2022-02-17 14:39:28 main:574] : INFO : Epoch 1886 | loss: 0.0311299 | val_loss: 0.0311681 | Time: 16432.7 ms [2022-02-17 14:39:34 main:574] : INFO : Epoch 1887 | loss: 0.0311287 | val_loss: 0.0311667 | Time: 6210.05 ms [2022-02-17 14:39:51 main:574] : INFO : Epoch 1888 | loss: 0.0311282 | val_loss: 0.031168 | Time: 16766.1 ms [2022-02-17 14:40:07 main:574] : INFO : Epoch 1889 | loss: 0.03113 | val_loss: 0.0311684 | Time: 16178.1 ms [2022-02-17 14:40:13 main:574] : INFO : Epoch 1890 | loss: 0.0311467 | val_loss: 0.0311688 | Time: 6035.48 ms [2022-02-17 14:40:29 main:574] : INFO : Epoch 1891 | loss: 0.0311428 | val_loss: 0.0311643 | Time: 15824.4 ms [2022-02-17 14:40:33 main:574] : INFO : Epoch 1892 | loss: 0.0311389 | val_loss: 0.031167 | Time: 4436.63 ms [2022-02-17 14:40:49 main:574] : INFO : Epoch 1893 | loss: 0.0311333 | val_loss: 0.0311703 | Time: 15612.5 ms [2022-02-17 14:40:54 main:574] : INFO : Epoch 1894 | loss: 0.0311318 | val_loss: 0.0311663 | Time: 5255.09 ms [2022-02-17 14:40:59 main:574] : INFO : Epoch 1895 | loss: 0.031132 | val_loss: 0.0311637 | Time: 4934.76 ms [2022-02-17 14:41:04 main:574] : INFO : Epoch 1896 | loss: 0.031131 | val_loss: 0.0311679 | Time: 4463.24 ms [2022-02-17 14:41:08 main:574] : INFO : Epoch 1897 | loss: 0.0311285 | val_loss: 0.031163 | Time: 4523.1 ms [2022-02-17 14:41:13 main:574] : INFO : Epoch 1898 | loss: 0.0311305 | val_loss: 0.0311653 | Time: 4812.83 ms [2022-02-17 14:41:17 main:574] : INFO : Epoch 1899 | loss: 0.0311282 | val_loss: 0.0311683 | Time: 4545.33 ms [2022-02-17 14:41:22 main:574] : INFO : Epoch 1900 | loss: 0.0311305 | val_loss: 0.0311673 | Time: 4331.96 ms [2022-02-17 14:41:27 main:574] : INFO : Epoch 1901 | loss: 0.0311306 | val_loss: 0.0311756 | Time: 5404.87 ms [2022-02-17 14:41:32 main:574] : INFO : Epoch 1902 | loss: 0.0311334 | val_loss: 0.031174 | Time: 4381.42 ms [2022-02-17 14:41:37 main:574] : INFO : Epoch 1903 | loss: 0.0311304 | val_loss: 0.0311651 | Time: 5159.82 ms [2022-02-17 14:41:41 main:574] : INFO : Epoch 1904 | loss: 0.0311277 | val_loss: 0.0311655 | Time: 4496.32 ms [2022-02-17 14:41:46 main:574] : INFO : Epoch 1905 | loss: 0.0311307 | val_loss: 0.0311661 | Time: 4456.61 ms [2022-02-17 14:41:50 main:574] : INFO : Epoch 1906 | loss: 0.0311286 | val_loss: 0.0311633 | Time: 4785.7 ms [2022-02-17 14:41:56 main:574] : INFO : Epoch 1907 | loss: 0.0311264 | val_loss: 0.0311626 | Time: 5259.24 ms [2022-02-17 14:42:11 main:574] : INFO : Epoch 1908 | loss: 0.0311268 | val_loss: 0.0311739 | Time: 15372.4 ms [2022-02-17 14:42:16 main:574] : INFO : Epoch 1909 | loss: 0.0311322 | val_loss: 0.03116 | Time: 5286.71 ms [2022-02-17 14:42:31 main:574] : INFO : Epoch 1910 | loss: 0.0311341 | val_loss: 0.0311649 | Time: 14990.8 ms [2022-02-17 14:42:36 main:574] : INFO : Epoch 1911 | loss: 0.0311305 | val_loss: 0.031166 | Time: 4567.15 ms [2022-02-17 14:42:41 main:574] : INFO : Epoch 1912 | loss: 0.031129 | val_loss: 0.031166 | Time: 4590.64 ms [2022-02-17 14:42:45 main:574] : INFO : Epoch 1913 | loss: 0.0311267 | val_loss: 0.0311669 | Time: 4770.41 ms [2022-02-17 14:42:50 main:574] : INFO : Epoch 1914 | loss: 0.0311268 | val_loss: 0.0311653 | Time: 4390.65 ms [2022-02-17 14:42:54 main:574] : INFO : Epoch 1915 | loss: 0.0311246 | val_loss: 0.0311669 | Time: 4736.71 ms [2022-02-17 14:43:11 main:574] : INFO : Epoch 1916 | loss: 0.0311225 | val_loss: 0.0311662 | Time: 16327 ms [2022-02-17 14:43:17 main:574] : INFO : Epoch 1917 | loss: 0.0311233 | val_loss: 0.0311678 | Time: 6158.39 ms [2022-02-17 14:43:34 main:574] : INFO : Epoch 1918 | loss: 0.0311213 | val_loss: 0.0311658 | Time: 16746.3 ms [2022-02-17 14:43:50 main:574] : INFO : Epoch 1919 | loss: 0.0311217 | val_loss: 0.0311697 | Time: 16115.1 ms [2022-02-17 14:43:57 main:574] : INFO : Epoch 1920 | loss: 0.0311215 | val_loss: 0.0311654 | Time: 6910.42 ms [2022-02-17 14:44:13 main:574] : INFO : Epoch 1921 | loss: 0.0311238 | val_loss: 0.0311643 | Time: 16483.2 ms [2022-02-17 14:44:30 main:574] : INFO : Epoch 1922 | loss: 0.031125 | val_loss: 0.0311664 | Time: 16979 ms [2022-02-17 14:44:37 main:574] : INFO : Epoch 1923 | loss: 0.0311251 | val_loss: 0.0311676 | Time: 6256.21 ms [2022-02-17 14:44:54 main:574] : INFO : Epoch 1924 | loss: 0.0311272 | val_loss: 0.0311599 | Time: 17037.4 ms [2022-02-17 14:45:10 main:574] : INFO : Epoch 1925 | loss: 0.0311265 | val_loss: 0.0311689 | Time: 16143.7 ms [2022-02-17 14:45:16 main:574] : INFO : Epoch 1926 | loss: 0.0311226 | val_loss: 0.0311627 | Time: 6488.77 ms [2022-02-17 14:45:32 main:574] : INFO : Epoch 1927 | loss: 0.0311236 | val_loss: 0.031165 | Time: 15902.6 ms [2022-02-17 14:45:39 main:574] : INFO : Epoch 1928 | loss: 0.031124 | val_loss: 0.0311641 | Time: 6742.99 ms [2022-02-17 14:45:55 main:574] : INFO : Epoch 1929 | loss: 0.0311241 | val_loss: 0.0311712 | Time: 16120.5 ms [2022-02-17 14:46:12 main:574] : INFO : Epoch 1930 | loss: 0.0311232 | val_loss: 0.0311679 | Time: 17342.6 ms [2022-02-17 14:46:19 main:574] : INFO : Epoch 1931 | loss: 0.0311196 | val_loss: 0.0311743 | Time: 6273.82 ms [2022-02-17 14:46:39 main:574] : INFO : Epoch 1932 | loss: 0.0311206 | val_loss: 0.0311677 | Time: 20002.8 ms [2022-02-17 14:46:55 main:574] : INFO : Epoch 1933 | loss: 0.0311229 | val_loss: 0.0311665 | Time: 16072.5 ms [2022-02-17 14:47:11 main:574] : INFO : Epoch 1934 | loss: 0.0311222 | val_loss: 0.031168 | Time: 16579.8 ms [2022-02-17 14:47:17 main:574] : INFO : Epoch 1935 | loss: 0.0311252 | val_loss: 0.0311639 | Time: 5744.66 ms [2022-02-17 14:47:34 main:574] : INFO : Epoch 1936 | loss: 0.0311233 | val_loss: 0.0311671 | Time: 16742.7 ms [2022-02-17 14:47:40 main:574] : INFO : Epoch 1937 | loss: 0.0311248 | val_loss: 0.0311654 | Time: 6083.29 ms [2022-02-17 14:47:56 main:574] : INFO : Epoch 1938 | loss: 0.0311234 | val_loss: 0.0311703 | Time: 15812.7 ms [2022-02-17 14:48:13 main:574] : INFO : Epoch 1939 | loss: 0.031121 | val_loss: 0.0311695 | Time: 17008.6 ms [2022-02-17 14:48:20 main:574] : INFO : Epoch 1940 | loss: 0.0311221 | val_loss: 0.0311681 | Time: 7726.7 ms [2022-02-17 14:48:37 main:574] : INFO : Epoch 1941 | loss: 0.0311192 | val_loss: 0.0311685 | Time: 16095.9 ms [2022-02-17 14:48:53 main:574] : INFO : Epoch 1942 | loss: 0.0311223 | val_loss: 0.0311753 | Time: 16284.1 ms [2022-02-17 14:48:59 main:574] : INFO : Epoch 1943 | loss: 0.0311247 | val_loss: 0.0311629 | Time: 6286.82 ms [2022-02-17 14:49:16 main:574] : INFO : Epoch 1944 | loss: 0.0311284 | val_loss: 0.0311691 | Time: 16390.9 ms [2022-02-17 14:49:22 main:574] : INFO : Epoch 1945 | loss: 0.0311242 | val_loss: 0.0311685 | Time: 6581.32 ms [2022-02-17 14:49:39 main:574] : INFO : Epoch 1946 | loss: 0.031124 | val_loss: 0.0311702 | Time: 17139 ms [2022-02-17 14:49:56 main:574] : INFO : Epoch 1947 | loss: 0.0311276 | val_loss: 0.0311721 | Time: 16471.5 ms [2022-02-17 14:50:02 main:574] : INFO : Epoch 1948 | loss: 0.0311368 | val_loss: 0.0311643 | Time: 6372 ms [2022-02-17 14:50:19 main:574] : INFO : Epoch 1949 | loss: 0.0311388 | val_loss: 0.0311737 | Time: 16986.4 ms [2022-02-17 14:50:35 main:574] : INFO : Epoch 1950 | loss: 0.0311315 | val_loss: 0.0311625 | Time: 15938 ms [2022-02-17 14:50:42 main:574] : INFO : Epoch 1951 | loss: 0.0311264 | val_loss: 0.0311645 | Time: 6767.88 ms [2022-02-17 14:50:59 main:574] : INFO : Epoch 1952 | loss: 0.031124 | val_loss: 0.0311716 | Time: 16698.3 ms [2022-02-17 14:51:15 main:574] : INFO : Epoch 1953 | loss: 0.0311245 | val_loss: 0.0311664 | Time: 16602.6 ms [2022-02-17 14:51:22 main:574] : INFO : Epoch 1954 | loss: 0.0311227 | val_loss: 0.0311693 | Time: 6324.07 ms [2022-02-17 14:51:38 main:574] : INFO : Epoch 1955 | loss: 0.0311224 | val_loss: 0.031173 | Time: 16626.6 ms [2022-02-17 14:51:54 main:574] : INFO : Epoch 1956 | loss: 0.0311238 | val_loss: 0.0311778 | Time: 16160.7 ms [2022-02-17 14:51:59 main:574] : INFO : Epoch 1957 | loss: 0.0311298 | val_loss: 0.0311673 | Time: 5062.56 ms [2022-02-17 14:52:15 main:574] : INFO : Epoch 1958 | loss: 0.031135 | val_loss: 0.0311667 | Time: 15645.8 ms [2022-02-17 14:52:22 main:574] : INFO : Epoch 1959 | loss: 0.0311304 | val_loss: 0.0311661 | Time: 6489.34 ms [2022-02-17 14:52:38 main:574] : INFO : Epoch 1960 | loss: 0.0311274 | val_loss: 0.0311616 | Time: 16900 ms [2022-02-17 14:52:55 main:574] : INFO : Epoch 1961 | loss: 0.0311273 | val_loss: 0.0311663 | Time: 16168.2 ms [2022-02-17 14:53:01 main:574] : INFO : Epoch 1962 | loss: 0.0311271 | val_loss: 0.0311654 | Time: 6480.29 ms [2022-02-17 14:53:17 main:574] : INFO : Epoch 1963 | loss: 0.0311276 | val_loss: 0.0311648 | Time: 16393.5 ms [2022-02-17 14:53:24 main:574] : INFO : Epoch 1964 | loss: 0.0311287 | val_loss: 0.0311675 | Time: 6616.89 ms [2022-02-17 14:53:40 main:574] : INFO : Epoch 1965 | loss: 0.0311389 | val_loss: 0.03117 | Time: 16000.8 ms [2022-02-17 14:53:57 main:574] : INFO : Epoch 1966 | loss: 0.0311354 | val_loss: 0.0311655 | Time: 16696.8 ms [2022-02-17 14:54:04 main:574] : INFO : Epoch 1967 | loss: 0.0311319 | val_loss: 0.0311671 | Time: 7092.69 ms [2022-02-17 14:54:20 main:574] : INFO : Epoch 1968 | loss: 0.031131 | val_loss: 0.0311671 | Time: 16258.1 ms [2022-02-17 14:54:37 main:574] : INFO : Epoch 1969 | loss: 0.0311332 | val_loss: 0.0311678 | Time: 16523.1 ms [2022-02-17 14:54:43 main:574] : INFO : Epoch 1970 | loss: 0.031129 | val_loss: 0.0311656 | Time: 6077.1 ms [2022-02-17 14:55:00 main:574] : INFO : Epoch 1971 | loss: 0.0311257 | val_loss: 0.0311671 | Time: 16904.8 ms [2022-02-17 14:55:16 main:574] : INFO : Epoch 1972 | loss: 0.0311279 | val_loss: 0.0311637 | Time: 16389.6 ms [2022-02-17 14:55:23 main:574] : INFO : Epoch 1973 | loss: 0.0311251 | val_loss: 0.031166 | Time: 6678.74 ms [2022-02-17 14:55:40 main:574] : INFO : Epoch 1974 | loss: 0.0311234 | val_loss: 0.0311674 | Time: 16771.1 ms [2022-02-17 14:55:57 main:574] : INFO : Epoch 1975 | loss: 0.0311257 | val_loss: 0.0311636 | Time: 17757.4 ms [2022-02-17 14:56:04 main:574] : INFO : Epoch 1976 | loss: 0.0311307 | val_loss: 0.0311701 | Time: 6914.17 ms [2022-02-17 14:56:21 main:574] : INFO : Epoch 1977 | loss: 0.0311347 | val_loss: 0.031164 | Time: 17224.3 ms [2022-02-17 14:56:38 main:574] : INFO : Epoch 1978 | loss: 0.0311309 | val_loss: 0.031162 | Time: 16214.5 ms [2022-02-17 14:56:46 main:574] : INFO : Epoch 1979 | loss: 0.0311298 | val_loss: 0.0311703 | Time: 8370.7 ms [2022-02-17 14:57:03 main:574] : INFO : Epoch 1980 | loss: 0.0311296 | val_loss: 0.0311629 | Time: 17196.1 ms [2022-02-17 14:57:20 main:574] : INFO : Epoch 1981 | loss: 0.031128 | val_loss: 0.031166 | Time: 16562.7 ms [2022-02-17 14:57:26 main:574] : INFO : Epoch 1982 | loss: 0.0311252 | val_loss: 0.0311625 | Time: 6078.77 ms [2022-02-17 14:57:43 main:574] : INFO : Epoch 1983 | loss: 0.031123 | val_loss: 0.0311694 | Time: 16980.1 ms [2022-02-17 14:58:00 main:574] : INFO : Epoch 1984 | loss: 0.0311275 | val_loss: 0.0311696 | Time: 17260.7 ms [2022-02-17 14:58:18 main:574] : INFO : Epoch 1985 | loss: 0.0311238 | val_loss: 0.0311649 | Time: 17577.8 ms [2022-02-17 14:58:25 main:574] : INFO : Epoch 1986 | loss: 0.0311229 | val_loss: 0.0311712 | Time: 7408.69 ms [2022-02-17 14:58:42 main:574] : INFO : Epoch 1987 | loss: 0.0311251 | val_loss: 0.0311704 | Time: 16742.8 ms [2022-02-17 14:58:47 main:574] : INFO : Epoch 1988 | loss: 0.0311227 | val_loss: 0.0311662 | Time: 5342.51 ms [2022-02-17 14:59:03 main:574] : INFO : Epoch 1989 | loss: 0.031123 | val_loss: 0.0311643 | Time: 16134.3 ms [2022-02-17 14:59:19 main:574] : INFO : Epoch 1990 | loss: 0.0311256 | val_loss: 0.0311674 | Time: 15709.4 ms [2022-02-17 14:59:25 main:574] : INFO : Epoch 1991 | loss: 0.0311256 | val_loss: 0.0311646 | Time: 5528.14 ms [2022-02-17 14:59:40 main:574] : INFO : Epoch 1992 | loss: 0.0311246 | val_loss: 0.0311696 | Time: 15205.6 ms [2022-02-17 14:59:45 main:574] : INFO : Epoch 1993 | loss: 0.0311292 | val_loss: 0.031163 | Time: 5192.32 ms [2022-02-17 15:00:01 main:574] : INFO : Epoch 1994 | loss: 0.0311266 | val_loss: 0.0311657 | Time: 15590.5 ms [2022-02-17 15:00:06 main:574] : INFO : Epoch 1995 | loss: 0.031126 | val_loss: 0.0311649 | Time: 5010.47 ms [2022-02-17 15:00:22 main:574] : INFO : Epoch 1996 | loss: 0.0311415 | val_loss: 0.0311673 | Time: 15770.7 ms [2022-02-17 15:00:27 main:574] : INFO : Epoch 1997 | loss: 0.031141 | val_loss: 0.0311607 | Time: 5266.54 ms [2022-02-17 15:00:43 main:574] : INFO : Epoch 1998 | loss: 0.0311364 | val_loss: 0.0311614 | Time: 15731.4 ms [2022-02-17 15:00:49 main:574] : INFO : Epoch 1999 | loss: 0.0311336 | val_loss: 0.0311619 | Time: 6746.12 ms [2022-02-17 15:01:07 main:574] : INFO : Epoch 2000 | loss: 0.0311295 | val_loss: 0.0311696 | Time: 17461.4 ms [2022-02-17 15:01:24 main:574] : INFO : Epoch 2001 | loss: 0.0311306 | val_loss: 0.0311691 | Time: 16831.9 ms [2022-02-17 15:01:41 main:574] : INFO : Epoch 2002 | loss: 0.0311333 | val_loss: 0.0311735 | Time: 16959.2 ms [2022-02-17 15:01:48 main:574] : INFO : Epoch 2003 | loss: 0.0311321 | val_loss: 0.0311733 | Time: 6966.76 ms [2022-02-17 15:02:05 main:574] : INFO : Epoch 2004 | loss: 0.0311299 | val_loss: 0.0311671 | Time: 17121.2 ms [2022-02-17 15:02:22 main:574] : INFO : Epoch 2005 | loss: 0.0311388 | val_loss: 0.0311607 | Time: 16982.1 ms [2022-02-17 15:02:29 main:574] : INFO : Epoch 2006 | loss: 0.0311332 | val_loss: 0.0311591 | Time: 7166.97 ms [2022-02-17 15:02:46 main:574] : INFO : Epoch 2007 | loss: 0.0311305 | val_loss: 0.0311579 | Time: 16713.4 ms [2022-02-17 15:03:03 main:574] : INFO : Epoch 2008 | loss: 0.0311283 | val_loss: 0.0311599 | Time: 17021.4 ms [2022-02-17 15:03:09 main:574] : INFO : Epoch 2009 | loss: 0.0311291 | val_loss: 0.031158 | Time: 6733.03 ms [2022-02-17 15:03:27 main:574] : INFO : Epoch 2010 | loss: 0.0311276 | val_loss: 0.0311592 | Time: 17291.3 ms [2022-02-17 15:03:44 main:574] : INFO : Epoch 2011 | loss: 0.0311275 | val_loss: 0.0311587 | Time: 16879.2 ms [2022-02-17 15:03:51 main:574] : INFO : Epoch 2012 | loss: 0.0311251 | val_loss: 0.0311609 | Time: 7135.06 ms [2022-02-17 15:04:07 main:574] : INFO : Epoch 2013 | loss: 0.0311254 | val_loss: 0.0311587 | Time: 16681.2 ms [2022-02-17 15:04:25 main:574] : INFO : Epoch 2014 | loss: 0.0311231 | val_loss: 0.0311672 | Time: 17457 ms [2022-02-17 15:04:42 main:574] : INFO : Epoch 2015 | loss: 0.0311234 | val_loss: 0.0311583 | Time: 17008.4 ms [2022-02-17 15:04:50 main:574] : INFO : Epoch 2016 | loss: 0.0311231 | val_loss: 0.0311604 | Time: 7706.09 ms [2022-02-17 15:05:06 main:574] : INFO : Epoch 2017 | loss: 0.0311217 | val_loss: 0.0311604 | Time: 16730.1 ms [2022-02-17 15:05:23 main:574] : INFO : Epoch 2018 | loss: 0.0311221 | val_loss: 0.0311615 | Time: 17131.4 ms [2022-02-17 15:05:30 main:574] : INFO : Epoch 2019 | loss: 0.0311226 | val_loss: 0.031165 | Time: 6920.9 ms [2022-02-17 15:05:47 main:574] : INFO : Epoch 2020 | loss: 0.0311232 | val_loss: 0.0311644 | Time: 16509.1 ms [2022-02-17 15:06:04 main:574] : INFO : Epoch 2021 | loss: 0.0311234 | val_loss: 0.0311654 | Time: 17279 ms [2022-02-17 15:06:11 main:574] : INFO : Epoch 2022 | loss: 0.031126 | val_loss: 0.0311603 | Time: 6798.35 ms [2022-02-17 15:06:28 main:574] : INFO : Epoch 2023 | loss: 0.031125 | val_loss: 0.0311596 | Time: 17420.9 ms [2022-02-17 15:06:45 main:574] : INFO : Epoch 2024 | loss: 0.0311255 | val_loss: 0.0311611 | Time: 16519.7 ms [2022-02-17 15:06:52 main:574] : INFO : Epoch 2025 | loss: 0.031126 | val_loss: 0.0311661 | Time: 7112.6 ms [2022-02-17 15:07:10 main:574] : INFO : Epoch 2026 | loss: 0.0311223 | val_loss: 0.0311635 | Time: 17303.6 ms [2022-02-17 15:07:27 main:574] : INFO : Epoch 2027 | loss: 0.0311216 | val_loss: 0.0311624 | Time: 17549.4 ms [2022-02-17 15:07:44 main:574] : INFO : Epoch 2028 | loss: 0.0311197 | val_loss: 0.0311645 | Time: 16746.1 ms [2022-02-17 15:07:51 main:574] : INFO : Epoch 2029 | loss: 0.0311227 | val_loss: 0.0311666 | Time: 7182.82 ms [2022-02-17 15:08:08 main:574] : INFO : Epoch 2030 | loss: 0.0311233 | val_loss: 0.0311638 | Time: 16878.6 ms [2022-02-17 15:08:25 main:574] : INFO : Epoch 2031 | loss: 0.0311236 | val_loss: 0.0311677 | Time: 17436.2 ms [2022-02-17 15:08:32 main:574] : INFO : Epoch 2032 | loss: 0.0311255 | val_loss: 0.0311652 | Time: 6738.02 ms [2022-02-17 15:08:49 main:574] : INFO : Epoch 2033 | loss: 0.0311248 | val_loss: 0.0311701 | Time: 17140.8 ms [2022-02-17 15:09:06 main:574] : INFO : Epoch 2034 | loss: 0.0311255 | val_loss: 0.0311629 | Time: 16754.8 ms [2022-02-17 15:09:14 main:574] : INFO : Epoch 2035 | loss: 0.0311254 | val_loss: 0.0311664 | Time: 8122.15 ms [2022-02-17 15:09:31 main:574] : INFO : Epoch 2036 | loss: 0.0311273 | val_loss: 0.0311656 | Time: 17029.2 ms [2022-02-17 15:09:48 main:574] : INFO : Epoch 2037 | loss: 0.0311323 | val_loss: 0.0311863 | Time: 17004.2 ms [2022-02-17 15:09:55 main:574] : INFO : Epoch 2038 | loss: 0.034886 | val_loss: 0.1146 | Time: 6670.29 ms [2022-02-17 15:10:12 main:574] : INFO : Epoch 2039 | loss: 0.0467347 | val_loss: 0.0316694 | Time: 16793.9 ms [2022-02-17 15:10:29 main:574] : INFO : Epoch 2040 | loss: 0.0325482 | val_loss: 0.0316275 | Time: 16841.8 ms [2022-02-17 15:10:36 main:574] : INFO : Epoch 2041 | loss: 0.0314176 | val_loss: 0.0313285 | Time: 6983.67 ms [2022-02-17 15:10:56 main:574] : INFO : Epoch 2042 | loss: 0.0312949 | val_loss: 0.0312698 | Time: 20570.2 ms [2022-02-17 15:11:25 main:574] : INFO : Epoch 2043 | loss: 0.0312606 | val_loss: 0.0312561 | Time: 28431.2 ms [2022-02-17 15:11:41 main:574] : INFO : Epoch 2044 | loss: 0.031252 | val_loss: 0.0312503 | Time: 16290.2 ms [2022-02-17 15:14:51 main:574] : INFO : Epoch 2045 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 190081 ms [2022-02-17 15:14:58 main:574] : INFO : Epoch 2046 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 7255.45 ms [2022-02-17 15:15:15 main:574] : INFO : Epoch 2047 | loss: 0.0312388 | val_loss: 0.0312383 | Time: 17065.9 ms [2022-02-17 15:15:33 main:574] : INFO : Epoch 2048 | loss: 0.0312341 | val_loss: 0.0312328 | Time: 17524.1 ms [2022-02-17 15:15:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312328 [2022-02-17 15:15:33 main:603] : INFO : Saving end state to config to file [2022-02-17 15:15:33 main:608] : INFO : Success, exiting.. 15:15:33 (15724): 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)