Task 14019701
| Name | ParityModified-1647040945-11030-2-0_0 |
| Workunit | 11090166 |
| Created | 29 Mar 2022, 20:53:57 UTC |
| Sent | 2 Apr 2022, 17:46:18 UTC |
| Report deadline | 10 Apr 2022, 17:46:18 UTC |
| Received | 28 Apr 2022, 3:56:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 860 |
| Run time | 4 hours 9 min 22 sec |
| CPU time | 3 hours 38 min 47 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,217.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.91 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 39:51 main:574] : INFO : Epoch 1654 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 5381.93 ms [2022-04-27 17:39:56 main:574] : INFO : Epoch 1655 | loss: 0.0311818 | val_loss: 0.0311795 | Time: 4942.11 ms [2022-04-27 17:40:01 main:574] : INFO : Epoch 1656 | loss: 0.0311812 | val_loss: 0.03118 | Time: 5171.15 ms [2022-04-27 17:40:06 main:574] : INFO : Epoch 1657 | loss: 0.0311802 | val_loss: 0.0311786 | Time: 5071.74 ms [2022-04-27 17:40:12 main:574] : INFO : Epoch 1658 | loss: 0.0311801 | val_loss: 0.031181 | Time: 5370.94 ms [2022-04-27 17:40:17 main:574] : INFO : Epoch 1659 | loss: 0.0311798 | val_loss: 0.0311788 | Time: 5262.44 ms [2022-04-27 17:40:22 main:574] : INFO : Epoch 1660 | loss: 0.0311794 | val_loss: 0.0311797 | Time: 4980.51 ms [2022-04-27 17:40:27 main:574] : INFO : Epoch 1661 | loss: 0.0311796 | val_loss: 0.0311793 | Time: 5187.47 ms [2022-04-27 17:40:32 main:574] : INFO : Epoch 1662 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 5010.73 ms [2022-04-27 17:40:37 main:574] : INFO : Epoch 1663 | loss: 0.0311794 | val_loss: 0.0311779 | Time: 5000.04 ms [2022-04-27 17:40:43 main:574] : INFO : Epoch 1664 | loss: 0.0311794 | val_loss: 0.0311785 | Time: 5259.49 ms [2022-04-27 17:40:48 main:574] : INFO : Epoch 1665 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 5104.66 ms [2022-04-27 17:40:53 main:574] : INFO : Epoch 1666 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 5041.53 ms [2022-04-27 17:40:58 main:574] : INFO : Epoch 1667 | loss: 0.0311784 | val_loss: 0.0311785 | Time: 5113.29 ms [2022-04-27 17:41:03 main:574] : INFO : Epoch 1668 | loss: 0.0311801 | val_loss: 0.0311776 | Time: 5184.31 ms [2022-04-27 17:41:08 main:574] : INFO : Epoch 1669 | loss: 0.0311781 | val_loss: 0.0311769 | Time: 5031.45 ms [2022-04-27 17:41:13 main:574] : INFO : Epoch 1670 | loss: 0.0311787 | val_loss: 0.0311788 | Time: 5106.99 ms [2022-04-27 17:41:18 main:574] : INFO : Epoch 1671 | loss: 0.0311781 | val_loss: 0.0311785 | Time: 5088.51 ms [2022-04-27 17:41:24 main:574] : INFO : Epoch 1672 | loss: 0.0311788 | val_loss: 0.0311781 | Time: 5279.94 ms [2022-04-27 17:41:29 main:574] : INFO : Epoch 1673 | loss: 0.0311792 | val_loss: 0.0311767 | Time: 5094.39 ms [2022-04-27 17:41:34 main:574] : INFO : Epoch 1674 | loss: 0.031178 | val_loss: 0.0311789 | Time: 5135.35 ms [2022-04-27 17:41:39 main:574] : INFO : Epoch 1675 | loss: 0.0311784 | val_loss: 0.0311774 | Time: 5199.97 ms [2022-04-27 17:41:44 main:574] : INFO : Epoch 1676 | loss: 0.0311771 | val_loss: 0.0311759 | Time: 5192.58 ms [2022-04-27 17:41:49 main:574] : INFO : Epoch 1677 | loss: 0.0311766 | val_loss: 0.0311768 | Time: 5230.78 ms [2022-04-27 17:41:55 main:574] : INFO : Epoch 1678 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 5091.82 ms [2022-04-27 17:41:59 main:574] : INFO : Epoch 1679 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 4960.66 ms [2022-04-27 17:42:05 main:574] : INFO : Epoch 1680 | loss: 0.0311789 | val_loss: 0.0311762 | Time: 5343.28 ms [2022-04-27 17:42:10 main:574] : INFO : Epoch 1681 | loss: 0.0311797 | val_loss: 0.0311758 | Time: 4976.33 ms [2022-04-27 17:42:15 main:574] : INFO : Epoch 1682 | loss: 0.0311777 | val_loss: 0.0311748 | Time: 5051.98 ms [2022-04-27 17:42:20 main:574] : INFO : Epoch 1683 | loss: 0.0311782 | val_loss: 0.0311773 | Time: 5117.24 ms [2022-04-27 17:42:25 main:574] : INFO : Epoch 1684 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 5276.56 ms [2022-04-27 17:42:30 main:574] : INFO : Epoch 1685 | loss: 0.0311793 | val_loss: 0.0311791 | Time: 4969.78 ms [2022-04-27 17:42:35 main:574] : INFO : Epoch 1686 | loss: 0.0311811 | val_loss: 0.0311828 | Time: 5161.09 ms [2022-04-27 17:42:40 main:574] : INFO : Epoch 1687 | loss: 0.0311814 | val_loss: 0.031179 | Time: 4988.8 ms [2022-04-27 17:42:46 main:574] : INFO : Epoch 1688 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 5277.49 ms [2022-04-27 17:42:51 main:574] : INFO : Epoch 1689 | loss: 0.031182 | val_loss: 0.0311809 | Time: 5194.14 ms [2022-04-27 17:42:56 main:574] : INFO : Epoch 1690 | loss: 0.0311825 | val_loss: 0.0311798 | Time: 5087.92 ms [2022-04-27 17:43:01 main:574] : INFO : Epoch 1691 | loss: 0.03118 | val_loss: 0.0311776 | Time: 5237.41 ms [2022-04-27 17:43:06 main:574] : INFO : Epoch 1692 | loss: 0.0311791 | val_loss: 0.0311781 | Time: 5043.91 ms [2022-04-27 17:43:12 main:574] : INFO : Epoch 1693 | loss: 0.0311799 | val_loss: 0.0311783 | Time: 5432.57 ms [2022-04-27 17:43:17 main:574] : INFO : Epoch 1694 | loss: 0.0311806 | val_loss: 0.0311787 | Time: 5234.47 ms [2022-04-27 17:43:22 main:574] : INFO : Epoch 1695 | loss: 0.0311793 | val_loss: 0.031179 | Time: 5223.11 ms [2022-04-27 17:43:27 main:574] : INFO : Epoch 1696 | loss: 0.0311788 | val_loss: 0.0311778 | Time: 5270.67 ms [2022-04-27 17:43:33 main:574] : INFO : Epoch 1697 | loss: 0.0311776 | val_loss: 0.0311775 | Time: 5413.46 ms [2022-04-27 17:43:39 main:574] : INFO : Epoch 1698 | loss: 0.0311763 | val_loss: 0.0311763 | Time: 5788.21 ms [2022-04-27 17:43:44 main:574] : INFO : Epoch 1699 | loss: 0.0311767 | val_loss: 0.0311767 | Time: 5274.46 ms [2022-04-27 17:43:49 main:574] : INFO : Epoch 1700 | loss: 0.0311754 | val_loss: 0.0311766 | Time: 5338.33 ms [2022-04-27 17:43:54 main:574] : INFO : Epoch 1701 | loss: 0.0311754 | val_loss: 0.031176 | Time: 5037.95 ms [2022-04-27 17:44:00 main:574] : INFO : Epoch 1702 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 5297.13 ms [2022-04-27 17:44:05 main:574] : INFO : Epoch 1703 | loss: 0.0311756 | val_loss: 0.0311756 | Time: 5359.37 ms [2022-04-27 17:44:10 main:574] : INFO : Epoch 1704 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 5266.76 ms [2022-04-27 17:44:15 main:574] : INFO : Epoch 1705 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 4954.92 ms [2022-04-27 17:44:20 main:574] : INFO : Epoch 1706 | loss: 0.0311745 | val_loss: 0.0311781 | Time: 5111.79 ms [2022-04-27 17:44:25 main:574] : INFO : Epoch 1707 | loss: 0.0311774 | val_loss: 0.0311768 | Time: 5103.42 ms [2022-04-27 17:44:31 main:574] : INFO : Epoch 1708 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 5257.83 ms [2022-04-27 17:44:36 main:574] : INFO : Epoch 1709 | loss: 0.0311769 | val_loss: 0.0311788 | Time: 5361.34 ms [2022-04-27 17:44:41 main:574] : INFO : Epoch 1710 | loss: 0.0311777 | val_loss: 0.0311768 | Time: 5294.78 ms [2022-04-27 17:44:46 main:574] : INFO : Epoch 1711 | loss: 0.0311762 | val_loss: 0.0311763 | Time: 5107.27 ms [2022-04-27 17:44:52 main:574] : INFO : Epoch 1712 | loss: 0.031175 | val_loss: 0.0311763 | Time: 5079.61 ms [2022-04-27 17:44:57 main:574] : INFO : Epoch 1713 | loss: 0.0311751 | val_loss: 0.0311764 | Time: 5071.35 ms [2022-04-27 17:45:02 main:574] : INFO : Epoch 1714 | loss: 0.0311747 | val_loss: 0.0311754 | Time: 5342.33 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce MX250) [2022-04-28 05:19:40 main:435] : INFO : Set logging level to 1 [2022-04-28 05:19:40 main:441] : INFO : Running in BOINC Client mode [2022-04-28 05:19:40 main:444] : INFO : Resolving all filenames [2022-04-28 05:19:40 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-28 05:19:40 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-28 05:19:40 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-28 05:19:40 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-28 05:19:40 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-28 05:19:40 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-28 05:19:40 main:474] : INFO : Configuration: [2022-04-28 05:19:40 main:475] : INFO : Model type: GRU [2022-04-28 05:19:40 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-28 05:19:40 main:477] : INFO : Max Epochs: 2048 [2022-04-28 05:19:40 main:478] : INFO : Batch Size: 128 [2022-04-28 05:19:40 main:479] : INFO : Learning Rate: 0.01 [2022-04-28 05:19:40 main:480] : INFO : Patience: 10 [2022-04-28 05:19:40 main:481] : INFO : Hidden Width: 12 [2022-04-28 05:19:40 main:482] : INFO : # Recurrent Layers: 4 [2022-04-28 05:19:40 main:483] : INFO : # Backend Layers: 4 [2022-04-28 05:19:40 main:484] : INFO : # Threads: 1 [2022-04-28 05:19:40 main:486] : INFO : Preparing Dataset [2022-04-28 05:19:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-28 05:19:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-28 05:19:45 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-28 05:19:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-28 05:19:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-28 05:19:45 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-28 05:19:45 main:494] : INFO : Creating Model [2022-04-28 05:19:45 main:507] : INFO : Preparing config file [2022-04-28 05:19:45 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-28 05:19:45 main:512] : INFO : Loading config [2022-04-28 05:19:45 main:514] : INFO : Loading state [2022-04-28 06:41:49 main:559] : INFO : Loading DataLoader into Memory [2022-04-28 06:41:49 main:562] : INFO : Starting Training [2022-04-28 06:41:54 main:574] : INFO : Epoch 1708 | loss: 0.0312015 | val_loss: 0.031181 | Time: 4934.32 ms [2022-04-28 06:41:58 main:574] : INFO : Epoch 1709 | loss: 0.0311795 | val_loss: 0.0311775 | Time: 4173.04 ms [2022-04-28 06:42:02 main:574] : INFO : Epoch 1710 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 4230.3 ms [2022-04-28 06:42:07 main:574] : INFO : Epoch 1711 | loss: 0.031178 | val_loss: 0.0311819 | Time: 4529.46 ms [2022-04-28 06:42:12 main:574] : INFO : Epoch 1712 | loss: 0.0311792 | val_loss: 0.0311797 | Time: 4755.42 ms [2022-04-28 06:42:17 main:574] : INFO : Epoch 1713 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 4873.22 ms [2022-04-28 06:42:21 main:574] : INFO : Epoch 1714 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 4723.07 ms [2022-04-28 06:42:26 main:574] : INFO : Epoch 1715 | loss: 0.0311812 | val_loss: 0.0311808 | Time: 4596.41 ms [2022-04-28 06:42:31 main:574] : INFO : Epoch 1716 | loss: 0.031181 | val_loss: 0.0311823 | Time: 4801.82 ms [2022-04-28 06:42:36 main:574] : INFO : Epoch 1717 | loss: 0.0311825 | val_loss: 0.0311809 | Time: 4748.18 ms [2022-04-28 06:42:40 main:574] : INFO : Epoch 1718 | loss: 0.0311819 | val_loss: 0.0311806 | Time: 4793.6 ms [2022-04-28 06:42:45 main:574] : INFO : Epoch 1719 | loss: 0.031184 | val_loss: 0.0311853 | Time: 4876.52 ms [2022-04-28 06:42:50 main:574] : INFO : Epoch 1720 | loss: 0.0311886 | val_loss: 0.0311842 | Time: 4641.49 ms [2022-04-28 06:42:55 main:574] : INFO : Epoch 1721 | loss: 0.0311867 | val_loss: 0.0311832 | Time: 4782.55 ms [2022-04-28 06:43:00 main:574] : INFO : Epoch 1722 | loss: 0.0311855 | val_loss: 0.0311853 | Time: 5223.38 ms [2022-04-28 06:43:05 main:574] : INFO : Epoch 1723 | loss: 0.0311861 | val_loss: 0.0311807 | Time: 4714.1 ms [2022-04-28 06:43:09 main:574] : INFO : Epoch 1724 | loss: 0.0311843 | val_loss: 0.0311798 | Time: 4815.6 ms [2022-04-28 06:43:14 main:574] : INFO : Epoch 1725 | loss: 0.0311838 | val_loss: 0.0311829 | Time: 4724.86 ms [2022-04-28 06:43:19 main:574] : INFO : Epoch 1726 | loss: 0.0311893 | val_loss: 0.031193 | Time: 4720.57 ms [2022-04-28 06:43:24 main:574] : INFO : Epoch 1727 | loss: 0.0311956 | val_loss: 0.0311924 | Time: 4843.88 ms [2022-04-28 06:43:29 main:574] : INFO : Epoch 1728 | loss: 0.0311948 | val_loss: 0.0311931 | Time: 4784.03 ms [2022-04-28 06:43:33 main:574] : INFO : Epoch 1729 | loss: 0.0311939 | val_loss: 0.0311896 | Time: 4465.51 ms [2022-04-28 06:43:38 main:574] : INFO : Epoch 1730 | loss: 0.0311927 | val_loss: 0.0311896 | Time: 4793.41 ms [2022-04-28 06:43:42 main:574] : INFO : Epoch 1731 | loss: 0.031193 | val_loss: 0.0311912 | Time: 4677.43 ms [2022-04-28 06:43:47 main:574] : INFO : Epoch 1732 | loss: 0.0311926 | val_loss: 0.0311901 | Time: 4648.21 ms [2022-04-28 06:43:52 main:574] : INFO : Epoch 1733 | loss: 0.0311928 | val_loss: 0.0311895 | Time: 4702.39 ms [2022-04-28 06:43:56 main:574] : INFO : Epoch 1734 | loss: 0.031192 | val_loss: 0.0311885 | Time: 4672.18 ms [2022-04-28 06:44:02 main:574] : INFO : Epoch 1735 | loss: 0.0311902 | val_loss: 0.0311886 | Time: 5360.21 ms [2022-04-28 06:44:06 main:574] : INFO : Epoch 1736 | loss: 0.0311896 | val_loss: 0.0311881 | Time: 4513.5 ms [2022-04-28 06:44:11 main:574] : INFO : Epoch 1737 | loss: 0.0311892 | val_loss: 0.0311891 | Time: 4824.75 ms [2022-04-28 06:44:16 main:574] : INFO : Epoch 1738 | loss: 0.0311894 | val_loss: 0.031192 | Time: 4787.8 ms [2022-04-28 06:44:21 main:574] : INFO : Epoch 1739 | loss: 0.0311895 | val_loss: 0.03119 | Time: 4736.23 ms [2022-04-28 06:44:26 main:574] : INFO : Epoch 1740 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 4862.44 ms [2022-04-28 06:44:30 main:574] : INFO : Epoch 1741 | loss: 0.0311904 | val_loss: 0.0311882 | Time: 4815.88 ms [2022-04-28 06:44:35 main:574] : INFO : Epoch 1742 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 4761.66 ms [2022-04-28 06:44:40 main:574] : INFO : Epoch 1743 | loss: 0.0311885 | val_loss: 0.0311885 | Time: 4586.64 ms [2022-04-28 06:44:45 main:574] : INFO : Epoch 1744 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 4801.15 ms [2022-04-28 06:44:49 main:574] : INFO : Epoch 1745 | loss: 0.0311899 | val_loss: 0.0311885 | Time: 4733.7 ms [2022-04-28 06:44:54 main:574] : INFO : Epoch 1746 | loss: 0.0311885 | val_loss: 0.0311894 | Time: 4662.3 ms [2022-04-28 06:44:59 main:574] : INFO : Epoch 1747 | loss: 0.0311886 | val_loss: 0.0311922 | Time: 4997.8 ms [2022-04-28 06:45:04 main:574] : INFO : Epoch 1748 | loss: 0.0311885 | val_loss: 0.0311877 | Time: 5090.66 ms [2022-04-28 06:45:09 main:574] : INFO : Epoch 1749 | loss: 0.0311876 | val_loss: 0.0311874 | Time: 4787.12 ms [2022-04-28 06:45:13 main:574] : INFO : Epoch 1750 | loss: 0.0311881 | val_loss: 0.0311875 | Time: 4606.86 ms [2022-04-28 06:45:18 main:574] : INFO : Epoch 1751 | loss: 0.0311901 | val_loss: 0.0311875 | Time: 4792.97 ms [2022-04-28 06:45:23 main:574] : INFO : Epoch 1752 | loss: 0.0311887 | val_loss: 0.0311887 | Time: 4783.34 ms [2022-04-28 06:45:28 main:574] : INFO : Epoch 1753 | loss: 0.0311907 | val_loss: 0.0311894 | Time: 4710.37 ms [2022-04-28 06:45:32 main:574] : INFO : Epoch 1754 | loss: 0.0311914 | val_loss: 0.0311896 | Time: 4613.51 ms [2022-04-28 06:45:37 main:574] : INFO : Epoch 1755 | loss: 0.0311905 | val_loss: 0.0311896 | Time: 4706.78 ms [2022-04-28 06:45:42 main:574] : INFO : Epoch 1756 | loss: 0.0311917 | val_loss: 0.0311925 | Time: 4773.92 ms [2022-04-28 06:45:47 main:574] : INFO : Epoch 1757 | loss: 0.0311911 | val_loss: 0.0311871 | Time: 4630.99 ms [2022-04-28 06:45:51 main:574] : INFO : Epoch 1758 | loss: 0.0311897 | val_loss: 0.0311869 | Time: 4760.03 ms [2022-04-28 06:45:56 main:574] : INFO : Epoch 1759 | loss: 0.0311923 | val_loss: 0.0311917 | Time: 4758.43 ms [2022-04-28 06:46:01 main:574] : INFO : Epoch 1760 | loss: 0.0311968 | val_loss: 0.0311939 | Time: 5226.13 ms [2022-04-28 06:46:06 main:574] : INFO : Epoch 1761 | loss: 0.0311956 | val_loss: 0.0311951 | Time: 4650.34 ms [2022-04-28 06:46:11 main:574] : INFO : Epoch 1762 | loss: 0.0311945 | val_loss: 0.0311908 | Time: 4741.07 ms [2022-04-28 06:46:15 main:574] : INFO : Epoch 1763 | loss: 0.0311933 | val_loss: 0.0311902 | Time: 4771.77 ms [2022-04-28 06:46:20 main:574] : INFO : Epoch 1764 | loss: 0.0311935 | val_loss: 0.0311913 | Time: 4691.36 ms [2022-04-28 06:46:25 main:574] : INFO : Epoch 1765 | loss: 0.0311943 | val_loss: 0.0311907 | Time: 4792.45 ms [2022-04-28 06:46:30 main:574] : INFO : Epoch 1766 | loss: 0.0311919 | val_loss: 0.0311899 | Time: 4771.62 ms [2022-04-28 06:46:34 main:574] : INFO : Epoch 1767 | loss: 0.0311933 | val_loss: 0.0311899 | Time: 4668.21 ms [2022-04-28 06:46:39 main:574] : INFO : Epoch 1768 | loss: 0.0311933 | val_loss: 0.0311884 | Time: 4842.17 ms [2022-04-28 06:46:45 main:574] : INFO : Epoch 1769 | loss: 0.0311919 | val_loss: 0.0311867 | Time: 5469.21 ms [2022-04-28 06:46:51 main:574] : INFO : Epoch 1770 | loss: 0.0311934 | val_loss: 0.0311899 | Time: 6346.55 ms [2022-04-28 06:46:57 main:574] : INFO : Epoch 1771 | loss: 0.0311938 | val_loss: 0.031192 | Time: 5844.52 ms [2022-04-28 06:47:03 main:574] : INFO : Epoch 1772 | loss: 0.0311952 | val_loss: 0.0311976 | Time: 5950.94 ms [2022-04-28 06:47:08 main:574] : INFO : Epoch 1773 | loss: 0.0311938 | val_loss: 0.0311913 | Time: 5463.67 ms [2022-04-28 06:47:14 main:574] : INFO : Epoch 1774 | loss: 0.0311924 | val_loss: 0.0311902 | Time: 5208.71 ms [2022-04-28 06:47:19 main:574] : INFO : Epoch 1775 | loss: 0.0311911 | val_loss: 0.0311894 | Time: 5588.34 ms [2022-04-28 06:47:25 main:574] : INFO : Epoch 1776 | loss: 0.0311909 | val_loss: 0.0311876 | Time: 5632.63 ms [2022-04-28 06:47:30 main:574] : INFO : Epoch 1777 | loss: 0.0311899 | val_loss: 0.0311875 | Time: 5611.83 ms [2022-04-28 06:47:36 main:574] : INFO : Epoch 1778 | loss: 0.0311905 | val_loss: 0.0311866 | Time: 5520.86 ms [2022-04-28 06:47:42 main:574] : INFO : Epoch 1779 | loss: 0.0311893 | val_loss: 0.0311883 | Time: 5710.72 ms [2022-04-28 06:47:47 main:574] : INFO : Epoch 1780 | loss: 0.0311906 | val_loss: 0.0311897 | Time: 5565.98 ms [2022-04-28 06:47:52 main:574] : INFO : Epoch 1781 | loss: 0.0311948 | val_loss: 0.0311984 | Time: 4857.35 ms [2022-04-28 06:47:57 main:574] : INFO : Epoch 1782 | loss: 0.0311949 | val_loss: 0.0311937 | Time: 4738.84 ms [2022-04-28 06:48:02 main:574] : INFO : Epoch 1783 | loss: 0.0311919 | val_loss: 0.0311909 | Time: 4813.3 ms [2022-04-28 06:48:06 main:574] : INFO : Epoch 1784 | loss: 0.0311915 | val_loss: 0.0311904 | Time: 4664.18 ms [2022-04-28 06:48:11 main:574] : INFO : Epoch 1785 | loss: 0.03119 | val_loss: 0.03119 | Time: 4935.74 ms [2022-04-28 06:48:16 main:574] : INFO : Epoch 1786 | loss: 0.0311892 | val_loss: 0.0311915 | Time: 4824.52 ms [2022-04-28 06:48:21 main:574] : INFO : Epoch 1787 | loss: 0.0311906 | val_loss: 0.0311894 | Time: 4614.53 ms [2022-04-28 06:48:25 main:574] : INFO : Epoch 1788 | loss: 0.0311901 | val_loss: 0.0311905 | Time: 4778.01 ms [2022-04-28 06:48:30 main:574] : INFO : Epoch 1789 | loss: 0.0311888 | val_loss: 0.0311909 | Time: 4643.23 ms [2022-04-28 06:48:35 main:574] : INFO : Epoch 1790 | loss: 0.0311891 | val_loss: 0.0311896 | Time: 4763.16 ms [2022-04-28 06:48:39 main:574] : INFO : Epoch 1791 | loss: 0.0311892 | val_loss: 0.0311896 | Time: 4587.88 ms [2022-04-28 06:48:44 main:574] : INFO : Epoch 1792 | loss: 0.0311893 | val_loss: 0.0311896 | Time: 4860.83 ms [2022-04-28 06:48:50 main:574] : INFO : Epoch 1793 | loss: 0.0311877 | val_loss: 0.0311885 | Time: 5357.69 ms [2022-04-28 06:48:54 main:574] : INFO : Epoch 1794 | loss: 0.0311887 | val_loss: 0.031193 | Time: 4687.58 ms [2022-04-28 06:48:59 main:574] : INFO : Epoch 1795 | loss: 0.03119 | val_loss: 0.0311879 | Time: 4795.95 ms [2022-04-28 06:49:04 main:574] : INFO : Epoch 1796 | loss: 0.0311871 | val_loss: 0.0311901 | Time: 4685.32 ms [2022-04-28 06:49:09 main:574] : INFO : Epoch 1797 | loss: 0.0311871 | val_loss: 0.0311881 | Time: 4755.11 ms [2022-04-28 06:49:13 main:574] : INFO : Epoch 1798 | loss: 0.0311877 | val_loss: 0.031189 | Time: 4624.36 ms [2022-04-28 06:49:18 main:574] : INFO : Epoch 1799 | loss: 0.031187 | val_loss: 0.0311888 | Time: 4815.76 ms [2022-04-28 06:49:23 main:574] : INFO : Epoch 1800 | loss: 0.0311873 | val_loss: 0.0311876 | Time: 4681.45 ms [2022-04-28 06:49:27 main:574] : INFO : Epoch 1801 | loss: 0.0311867 | val_loss: 0.0311905 | Time: 4608.15 ms [2022-04-28 06:49:32 main:574] : INFO : Epoch 1802 | loss: 0.0311874 | val_loss: 0.0311938 | Time: 4683.46 ms [2022-04-28 06:49:37 main:574] : INFO : Epoch 1803 | loss: 0.031188 | val_loss: 0.0311869 | Time: 4966.13 ms [2022-04-28 06:49:42 main:574] : INFO : Epoch 1804 | loss: 0.0311887 | val_loss: 0.0311884 | Time: 4926.77 ms [2022-04-28 06:49:47 main:574] : INFO : Epoch 1805 | loss: 0.0311856 | val_loss: 0.0311868 | Time: 5107.19 ms [2022-04-28 06:49:53 main:574] : INFO : Epoch 1806 | loss: 0.0311874 | val_loss: 0.0311871 | Time: 6021.46 ms [2022-04-28 06:49:58 main:574] : INFO : Epoch 1807 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 4969.5 ms [2022-04-28 06:50:03 main:574] : INFO : Epoch 1808 | loss: 0.031187 | val_loss: 0.031189 | Time: 4899.26 ms [2022-04-28 06:50:08 main:574] : INFO : Epoch 1809 | loss: 0.0311855 | val_loss: 0.0311874 | Time: 4552.38 ms [2022-04-28 06:50:12 main:574] : INFO : Epoch 1810 | loss: 0.0311876 | val_loss: 0.0311888 | Time: 4718.05 ms [2022-04-28 06:50:17 main:574] : INFO : Epoch 1811 | loss: 0.0311873 | val_loss: 0.0311886 | Time: 4956.16 ms [2022-04-28 06:50:22 main:574] : INFO : Epoch 1812 | loss: 0.031187 | val_loss: 0.0311887 | Time: 4768.14 ms [2022-04-28 06:50:27 main:574] : INFO : Epoch 1813 | loss: 0.0311883 | val_loss: 0.0311883 | Time: 4840.97 ms [2022-04-28 06:50:32 main:574] : INFO : Epoch 1814 | loss: 0.0311867 | val_loss: 0.0311872 | Time: 4955.03 ms [2022-04-28 06:50:36 main:574] : INFO : Epoch 1815 | loss: 0.0311867 | val_loss: 0.0311866 | Time: 4633.01 ms [2022-04-28 06:50:41 main:574] : INFO : Epoch 1816 | loss: 0.0311849 | val_loss: 0.031186 | Time: 4666.2 ms [2022-04-28 06:50:46 main:574] : INFO : Epoch 1817 | loss: 0.031185 | val_loss: 0.0311851 | Time: 4830.71 ms [2022-04-28 06:50:51 main:574] : INFO : Epoch 1818 | loss: 0.0311846 | val_loss: 0.0311867 | Time: 4938.5 ms [2022-04-28 06:50:56 main:574] : INFO : Epoch 1819 | loss: 0.031185 | val_loss: 0.0311857 | Time: 4845.01 ms [2022-04-28 06:51:00 main:574] : INFO : Epoch 1820 | loss: 0.0311847 | val_loss: 0.0311844 | Time: 4657.32 ms [2022-04-28 06:51:05 main:574] : INFO : Epoch 1821 | loss: 0.0311887 | val_loss: 0.0311928 | Time: 4605.17 ms [2022-04-28 06:51:10 main:574] : INFO : Epoch 1822 | loss: 0.031189 | val_loss: 0.0311909 | Time: 4694.98 ms [2022-04-28 06:51:14 main:574] : INFO : Epoch 1823 | loss: 0.0311877 | val_loss: 0.031187 | Time: 4618.62 ms [2022-04-28 06:51:20 main:574] : INFO : Epoch 1824 | loss: 0.0311863 | val_loss: 0.0311868 | Time: 5234.91 ms [2022-04-28 06:51:34 main:574] : INFO : Epoch 1825 | loss: 0.0311857 | val_loss: 0.0311852 | Time: 14749.5 ms [2022-04-28 06:51:39 main:574] : INFO : Epoch 1826 | loss: 0.0311855 | val_loss: 0.031184 | Time: 4962.45 ms [2022-04-28 06:51:44 main:574] : INFO : Epoch 1827 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 4857.75 ms [2022-04-28 06:51:49 main:574] : INFO : Epoch 1828 | loss: 0.0311863 | val_loss: 0.0311877 | Time: 4818.38 ms [2022-04-28 06:51:54 main:574] : INFO : Epoch 1829 | loss: 0.0311879 | val_loss: 0.0311878 | Time: 4758.33 ms [2022-04-28 06:51:59 main:574] : INFO : Epoch 1830 | loss: 0.0311877 | val_loss: 0.0311877 | Time: 4835.54 ms [2022-04-28 06:52:03 main:574] : INFO : Epoch 1831 | loss: 0.0311856 | val_loss: 0.031186 | Time: 4711.47 ms [2022-04-28 06:52:08 main:574] : INFO : Epoch 1832 | loss: 0.0311856 | val_loss: 0.0311864 | Time: 4788.59 ms [2022-04-28 06:52:13 main:574] : INFO : Epoch 1833 | loss: 0.0311851 | val_loss: 0.031189 | Time: 4660.09 ms [2022-04-28 06:52:17 main:574] : INFO : Epoch 1834 | loss: 0.0311862 | val_loss: 0.0311866 | Time: 4556.2 ms [2022-04-28 06:52:22 main:574] : INFO : Epoch 1835 | loss: 0.0311869 | val_loss: 0.0311905 | Time: 4692.89 ms [2022-04-28 06:52:27 main:574] : INFO : Epoch 1836 | loss: 0.031186 | val_loss: 0.0311854 | Time: 4841.55 ms [2022-04-28 06:52:32 main:574] : INFO : Epoch 1837 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 4747.36 ms [2022-04-28 06:52:37 main:574] : INFO : Epoch 1838 | loss: 0.0311851 | val_loss: 0.0311872 | Time: 5385.79 ms [2022-04-28 06:52:42 main:574] : INFO : Epoch 1839 | loss: 0.0311914 | val_loss: 0.0311911 | Time: 5047.05 ms [2022-04-28 06:52:47 main:574] : INFO : Epoch 1840 | loss: 0.0311883 | val_loss: 0.0311905 | Time: 4879.83 ms [2022-04-28 06:52:52 main:574] : INFO : Epoch 1841 | loss: 0.0311874 | val_loss: 0.031187 | Time: 4719.76 ms [2022-04-28 06:52:56 main:574] : INFO : Epoch 1842 | loss: 0.0311855 | val_loss: 0.0311865 | Time: 4706.24 ms [2022-04-28 06:53:01 main:574] : INFO : Epoch 1843 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 4730.44 ms [2022-04-28 06:53:06 main:574] : INFO : Epoch 1844 | loss: 0.0311876 | val_loss: 0.0311854 | Time: 4775.16 ms [2022-04-28 06:53:10 main:574] : INFO : Epoch 1845 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 4572.15 ms [2022-04-28 06:53:15 main:574] : INFO : Epoch 1846 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 4734.28 ms [2022-04-28 06:53:20 main:574] : INFO : Epoch 1847 | loss: 0.0311845 | val_loss: 0.0311845 | Time: 4803.06 ms [2022-04-28 06:53:25 main:574] : INFO : Epoch 1848 | loss: 0.0311832 | val_loss: 0.031185 | Time: 4707.15 ms [2022-04-28 06:53:30 main:574] : INFO : Epoch 1849 | loss: 0.0311849 | val_loss: 0.0311848 | Time: 4855.39 ms [2022-04-28 06:53:34 main:574] : INFO : Epoch 1850 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 4866.31 ms [2022-04-28 06:53:40 main:574] : INFO : Epoch 1851 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 5607.2 ms [2022-04-28 06:53:45 main:574] : INFO : Epoch 1852 | loss: 0.0311838 | val_loss: 0.031185 | Time: 4549.58 ms [2022-04-28 06:53:49 main:574] : INFO : Epoch 1853 | loss: 0.0311833 | val_loss: 0.0311876 | Time: 4748.2 ms [2022-04-28 06:53:54 main:574] : INFO : Epoch 1854 | loss: 0.0311838 | val_loss: 0.0311847 | Time: 4668.85 ms [2022-04-28 06:53:59 main:574] : INFO : Epoch 1855 | loss: 0.0311843 | val_loss: 0.0311885 | Time: 4578.79 ms [2022-04-28 06:54:04 main:574] : INFO : Epoch 1856 | loss: 0.0311878 | val_loss: 0.0311873 | Time: 4958.15 ms [2022-04-28 06:54:09 main:574] : INFO : Epoch 1857 | loss: 0.0311906 | val_loss: 0.0312054 | Time: 5140.5 ms [2022-04-28 06:54:13 main:574] : INFO : Epoch 1858 | loss: 0.0311886 | val_loss: 0.0311884 | Time: 4805.03 ms [2022-04-28 06:54:18 main:574] : INFO : Epoch 1859 | loss: 0.0311836 | val_loss: 0.0311851 | Time: 4625.34 ms [2022-04-28 06:54:23 main:574] : INFO : Epoch 1860 | loss: 0.031182 | val_loss: 0.0311849 | Time: 4885.23 ms [2022-04-28 06:54:28 main:574] : INFO : Epoch 1861 | loss: 0.0311819 | val_loss: 0.0311842 | Time: 4816.55 ms [2022-04-28 06:54:33 main:574] : INFO : Epoch 1862 | loss: 0.0311815 | val_loss: 0.0311837 | Time: 4744.04 ms [2022-04-28 06:54:38 main:574] : INFO : Epoch 1863 | loss: 0.0311811 | val_loss: 0.0311843 | Time: 5392.68 ms [2022-04-28 06:54:44 main:574] : INFO : Epoch 1864 | loss: 0.0311813 | val_loss: 0.031184 | Time: 5594.45 ms [2022-04-28 06:54:49 main:574] : INFO : Epoch 1865 | loss: 0.0311821 | val_loss: 0.0311857 | Time: 4924.13 ms [2022-04-28 06:54:54 main:574] : INFO : Epoch 1866 | loss: 0.0311832 | val_loss: 0.0311862 | Time: 5058.95 ms [2022-04-28 06:54:58 main:574] : INFO : Epoch 1867 | loss: 0.0311834 | val_loss: 0.031184 | Time: 4558.7 ms [2022-04-28 06:55:03 main:574] : INFO : Epoch 1868 | loss: 0.0311823 | val_loss: 0.0311847 | Time: 4946.11 ms [2022-04-28 06:55:08 main:574] : INFO : Epoch 1869 | loss: 0.0311827 | val_loss: 0.0311839 | Time: 4883.86 ms [2022-04-28 06:55:13 main:574] : INFO : Epoch 1870 | loss: 0.031185 | val_loss: 0.0311868 | Time: 4809.99 ms [2022-04-28 06:55:17 main:574] : INFO : Epoch 1871 | loss: 0.0311823 | val_loss: 0.0311839 | Time: 4698.35 ms [2022-04-28 06:55:22 main:574] : INFO : Epoch 1872 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 4783.92 ms [2022-04-28 06:55:27 main:574] : INFO : Epoch 1873 | loss: 0.0311824 | val_loss: 0.0311845 | Time: 4747.81 ms [2022-04-28 06:55:32 main:574] : INFO : Epoch 1874 | loss: 0.0311814 | val_loss: 0.0311832 | Time: 4653.27 ms [2022-04-28 06:55:37 main:574] : INFO : Epoch 1875 | loss: 0.0311814 | val_loss: 0.0311843 | Time: 4817.75 ms [2022-04-28 06:55:41 main:574] : INFO : Epoch 1876 | loss: 0.0311814 | val_loss: 0.0311835 | Time: 4976.92 ms [2022-04-28 06:55:46 main:574] : INFO : Epoch 1877 | loss: 0.0311804 | val_loss: 0.0311836 | Time: 4911.73 ms [2022-04-28 06:55:51 main:574] : INFO : Epoch 1878 | loss: 0.0311807 | val_loss: 0.0311849 | Time: 4732.59 ms [2022-04-28 06:55:56 main:574] : INFO : Epoch 1879 | loss: 0.031181 | val_loss: 0.031185 | Time: 4820.35 ms [2022-04-28 06:56:01 main:574] : INFO : Epoch 1880 | loss: 0.0311813 | val_loss: 0.0311847 | Time: 5172.07 ms [2022-04-28 06:56:06 main:574] : INFO : Epoch 1881 | loss: 0.0311811 | val_loss: 0.0311881 | Time: 4923.9 ms [2022-04-28 06:56:11 main:574] : INFO : Epoch 1882 | loss: 0.0311813 | val_loss: 0.0311833 | Time: 4779.77 ms [2022-04-28 06:56:16 main:574] : INFO : Epoch 1883 | loss: 0.0311818 | val_loss: 0.0311875 | Time: 5056.26 ms [2022-04-28 06:56:21 main:574] : INFO : Epoch 1884 | loss: 0.0311839 | val_loss: 0.0311834 | Time: 4758.4 ms [2022-04-28 06:56:25 main:574] : INFO : Epoch 1885 | loss: 0.031183 | val_loss: 0.0311857 | Time: 4621.5 ms [2022-04-28 06:56:30 main:574] : INFO : Epoch 1886 | loss: 0.0311841 | val_loss: 0.0311853 | Time: 4852.53 ms [2022-04-28 06:56:35 main:574] : INFO : Epoch 1887 | loss: 0.0311835 | val_loss: 0.031185 | Time: 4874.71 ms [2022-04-28 06:56:40 main:574] : INFO : Epoch 1888 | loss: 0.0311832 | val_loss: 0.0311859 | Time: 4902.15 ms [2022-04-28 06:56:45 main:574] : INFO : Epoch 1889 | loss: 0.0311822 | val_loss: 0.0311834 | Time: 4681.24 ms [2022-04-28 06:56:49 main:574] : INFO : Epoch 1890 | loss: 0.0311817 | val_loss: 0.0311861 | Time: 4814.2 ms [2022-04-28 06:56:54 main:574] : INFO : Epoch 1891 | loss: 0.0311818 | val_loss: 0.0311835 | Time: 4929.51 ms [2022-04-28 06:56:59 main:574] : INFO : Epoch 1892 | loss: 0.0311819 | val_loss: 0.0311831 | Time: 4713.2 ms [2022-04-28 06:57:04 main:574] : INFO : Epoch 1893 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 4725.39 ms [2022-04-28 06:57:09 main:574] : INFO : Epoch 1894 | loss: 0.0311811 | val_loss: 0.0311836 | Time: 4712.83 ms [2022-04-28 06:57:13 main:574] : INFO : Epoch 1895 | loss: 0.0311807 | val_loss: 0.0311833 | Time: 4905.29 ms [2022-04-28 06:57:18 main:574] : INFO : Epoch 1896 | loss: 0.031181 | val_loss: 0.0311846 | Time: 4588.82 ms [2022-04-28 06:57:23 main:574] : INFO : Epoch 1897 | loss: 0.0311812 | val_loss: 0.0311836 | Time: 4826.72 ms [2022-04-28 06:57:28 main:574] : INFO : Epoch 1898 | loss: 0.0311812 | val_loss: 0.031184 | Time: 4908.62 ms [2022-04-28 06:57:33 main:574] : INFO : Epoch 1899 | loss: 0.0311832 | val_loss: 0.0311884 | Time: 4735.09 ms [2022-04-28 06:57:37 main:574] : INFO : Epoch 1900 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 4769.55 ms [2022-04-28 06:57:43 main:574] : INFO : Epoch 1901 | loss: 0.0311845 | val_loss: 0.0311839 | Time: 5191.76 ms [2022-04-28 06:57:47 main:574] : INFO : Epoch 1902 | loss: 0.031184 | val_loss: 0.0311835 | Time: 4939 ms [2022-04-28 06:57:53 main:574] : INFO : Epoch 1903 | loss: 0.0311832 | val_loss: 0.0311828 | Time: 5773.12 ms [2022-04-28 06:57:58 main:574] : INFO : Epoch 1904 | loss: 0.0311834 | val_loss: 0.0311825 | Time: 4636.81 ms [2022-04-28 06:58:03 main:574] : INFO : Epoch 1905 | loss: 0.031185 | val_loss: 0.0311842 | Time: 4724.01 ms [2022-04-28 06:58:07 main:574] : INFO : Epoch 1906 | loss: 0.0311864 | val_loss: 0.0311851 | Time: 4725.21 ms [2022-04-28 06:58:12 main:574] : INFO : Epoch 1907 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 4639.33 ms [2022-04-28 06:58:17 main:574] : INFO : Epoch 1908 | loss: 0.0311861 | val_loss: 0.0311871 | Time: 4945.35 ms [2022-04-28 06:58:22 main:574] : INFO : Epoch 1909 | loss: 0.0311853 | val_loss: 0.0311867 | Time: 4874.13 ms [2022-04-28 06:58:27 main:574] : INFO : Epoch 1910 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 4844.49 ms [2022-04-28 06:58:31 main:574] : INFO : Epoch 1911 | loss: 0.0311859 | val_loss: 0.0311856 | Time: 4822.72 ms [2022-04-28 06:58:36 main:574] : INFO : Epoch 1912 | loss: 0.0311849 | val_loss: 0.0311851 | Time: 4806.39 ms [2022-04-28 06:58:41 main:574] : INFO : Epoch 1913 | loss: 0.0311856 | val_loss: 0.0311867 | Time: 4942.75 ms [2022-04-28 06:58:46 main:574] : INFO : Epoch 1914 | loss: 0.0311853 | val_loss: 0.0311836 | Time: 4730.1 ms [2022-04-28 06:58:52 main:574] : INFO : Epoch 1915 | loss: 0.0311888 | val_loss: 0.0312001 | Time: 5697.51 ms [2022-04-28 06:58:57 main:574] : INFO : Epoch 1916 | loss: 0.0311882 | val_loss: 0.0311849 | Time: 5022.41 ms [2022-04-28 06:59:02 main:574] : INFO : Epoch 1917 | loss: 0.0311855 | val_loss: 0.0311839 | Time: 4912.06 ms [2022-04-28 06:59:07 main:574] : INFO : Epoch 1918 | loss: 0.0311848 | val_loss: 0.0311855 | Time: 5088.17 ms [2022-04-28 06:59:12 main:574] : INFO : Epoch 1919 | loss: 0.0311836 | val_loss: 0.0311834 | Time: 4834.37 ms [2022-04-28 06:59:17 main:574] : INFO : Epoch 1920 | loss: 0.0311842 | val_loss: 0.0311853 | Time: 5243.06 ms [2022-04-28 06:59:22 main:574] : INFO : Epoch 1921 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 4937.14 ms [2022-04-28 06:59:27 main:574] : INFO : Epoch 1922 | loss: 0.0311829 | val_loss: 0.0311848 | Time: 5046.6 ms [2022-04-28 06:59:31 main:574] : INFO : Epoch 1923 | loss: 0.0311841 | val_loss: 0.0311832 | Time: 4621.03 ms [2022-04-28 06:59:36 main:574] : INFO : Epoch 1924 | loss: 0.0311835 | val_loss: 0.0311833 | Time: 4920.47 ms [2022-04-28 06:59:41 main:574] : INFO : Epoch 1925 | loss: 0.0311826 | val_loss: 0.031183 | Time: 4796.86 ms [2022-04-28 06:59:46 main:574] : INFO : Epoch 1926 | loss: 0.0311831 | val_loss: 0.0311863 | Time: 4764.65 ms [2022-04-28 06:59:51 main:574] : INFO : Epoch 1927 | loss: 0.0311841 | val_loss: 0.0311842 | Time: 5396.05 ms [2022-04-28 06:59:57 main:574] : INFO : Epoch 1928 | loss: 0.0311826 | val_loss: 0.0311837 | Time: 5209.38 ms [2022-04-28 07:00:01 main:574] : INFO : Epoch 1929 | loss: 0.0311825 | val_loss: 0.0311869 | Time: 4940.51 ms [2022-04-28 07:00:06 main:574] : INFO : Epoch 1930 | loss: 0.0311831 | val_loss: 0.0311829 | Time: 4874.12 ms [2022-04-28 07:00:11 main:574] : INFO : Epoch 1931 | loss: 0.0311819 | val_loss: 0.0311823 | Time: 5114.04 ms [2022-04-28 07:00:16 main:574] : INFO : Epoch 1932 | loss: 0.0311819 | val_loss: 0.0311846 | Time: 4770.55 ms [2022-04-28 07:00:21 main:574] : INFO : Epoch 1933 | loss: 0.0311833 | val_loss: 0.0311845 | Time: 4903.06 ms [2022-04-28 07:00:26 main:574] : INFO : Epoch 1934 | loss: 0.0311828 | val_loss: 0.0311824 | Time: 4801.65 ms [2022-04-28 07:00:32 main:574] : INFO : Epoch 1935 | loss: 0.0311825 | val_loss: 0.031182 | Time: 5925.63 ms [2022-04-28 07:00:37 main:574] : INFO : Epoch 1936 | loss: 0.0311819 | val_loss: 0.0311826 | Time: 5008.98 ms [2022-04-28 07:00:42 main:574] : INFO : Epoch 1937 | loss: 0.0311823 | val_loss: 0.031183 | Time: 4777.91 ms [2022-04-28 07:00:46 main:574] : INFO : Epoch 1938 | loss: 0.0311828 | val_loss: 0.0311833 | Time: 4712.24 ms [2022-04-28 07:00:52 main:574] : INFO : Epoch 1939 | loss: 0.0311826 | val_loss: 0.031182 | Time: 5320.27 ms [2022-04-28 07:00:57 main:574] : INFO : Epoch 1940 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 5077.44 ms [2022-04-28 07:01:02 main:574] : INFO : Epoch 1941 | loss: 0.0311897 | val_loss: 0.0311881 | Time: 5011.8 ms [2022-04-28 07:01:07 main:574] : INFO : Epoch 1942 | loss: 0.0311848 | val_loss: 0.0311875 | Time: 4716.29 ms [2022-04-28 07:01:11 main:574] : INFO : Epoch 1943 | loss: 0.0311836 | val_loss: 0.0311818 | Time: 4740.61 ms [2022-04-28 07:01:16 main:574] : INFO : Epoch 1944 | loss: 0.0311846 | val_loss: 0.0311836 | Time: 4713.95 ms [2022-04-28 07:01:21 main:574] : INFO : Epoch 1945 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 4745.7 ms [2022-04-28 07:01:25 main:574] : INFO : Epoch 1946 | loss: 0.0311851 | val_loss: 0.0311867 | Time: 4651.3 ms [2022-04-28 07:01:30 main:574] : INFO : Epoch 1947 | loss: 0.0311845 | val_loss: 0.0311851 | Time: 4889.31 ms [2022-04-28 07:01:35 main:574] : INFO : Epoch 1948 | loss: 0.0311849 | val_loss: 0.0311848 | Time: 4911.26 ms [2022-04-28 07:01:40 main:574] : INFO : Epoch 1949 | loss: 0.0311833 | val_loss: 0.0311827 | Time: 4864.49 ms [2022-04-28 07:01:45 main:574] : INFO : Epoch 1950 | loss: 0.0311838 | val_loss: 0.0311839 | Time: 4704.04 ms [2022-04-28 07:01:50 main:574] : INFO : Epoch 1951 | loss: 0.031182 | val_loss: 0.0311838 | Time: 5279.12 ms [2022-04-28 07:01:55 main:574] : INFO : Epoch 1952 | loss: 0.0311825 | val_loss: 0.0311847 | Time: 5255.21 ms [2022-04-28 07:02:00 main:574] : INFO : Epoch 1953 | loss: 0.031182 | val_loss: 0.0311835 | Time: 4806.82 ms [2022-04-28 07:02:05 main:574] : INFO : Epoch 1954 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 4707.91 ms [2022-04-28 07:02:10 main:574] : INFO : Epoch 1955 | loss: 0.0311818 | val_loss: 0.0311823 | Time: 4719.26 ms [2022-04-28 07:02:14 main:574] : INFO : Epoch 1956 | loss: 0.0311817 | val_loss: 0.0311831 | Time: 4836.89 ms [2022-04-28 07:02:19 main:574] : INFO : Epoch 1957 | loss: 0.0311816 | val_loss: 0.0311852 | Time: 4778.73 ms [2022-04-28 07:02:24 main:574] : INFO : Epoch 1958 | loss: 0.0311814 | val_loss: 0.031182 | Time: 4889.55 ms [2022-04-28 07:02:29 main:574] : INFO : Epoch 1959 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 4955.61 ms [2022-04-28 07:02:34 main:574] : INFO : Epoch 1960 | loss: 0.0311829 | val_loss: 0.0311824 | Time: 4818.5 ms [2022-04-28 07:02:38 main:574] : INFO : Epoch 1961 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 4594.31 ms [2022-04-28 07:02:43 main:574] : INFO : Epoch 1962 | loss: 0.0311822 | val_loss: 0.0311834 | Time: 4888.88 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce MX250) [2022-04-28 10:34:51 main:435] : INFO : Set logging level to 1 [2022-04-28 10:34:51 main:441] : INFO : Running in BOINC Client mode [2022-04-28 10:34:51 main:444] : INFO : Resolving all filenames [2022-04-28 10:34:51 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-28 10:34:51 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-28 10:34:51 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-28 10:34:51 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-28 10:34:51 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-28 10:34:51 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-28 10:34:51 main:474] : INFO : Configuration: [2022-04-28 10:34:51 main:475] : INFO : Model type: GRU [2022-04-28 10:34:51 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-28 10:34:51 main:477] : INFO : Max Epochs: 2048 [2022-04-28 10:34:51 main:478] : INFO : Batch Size: 128 [2022-04-28 10:34:51 main:479] : INFO : Learning Rate: 0.01 [2022-04-28 10:34:51 main:480] : INFO : Patience: 10 [2022-04-28 10:34:51 main:481] : INFO : Hidden Width: 12 [2022-04-28 10:34:51 main:482] : INFO : # Recurrent Layers: 4 [2022-04-28 10:34:51 main:483] : INFO : # Backend Layers: 4 [2022-04-28 10:34:51 main:484] : INFO : # Threads: 1 [2022-04-28 10:34:51 main:486] : INFO : Preparing Dataset [2022-04-28 10:34:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-28 10:34:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce MX250) [2022-04-28 13:52:39 main:435] : INFO : Set logging level to 1 [2022-04-28 13:52:39 main:441] : INFO : Running in BOINC Client mode [2022-04-28 13:52:39 main:444] : INFO : Resolving all filenames [2022-04-28 13:52:39 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-28 13:52:39 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-28 13:52:39 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-28 13:52:39 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-28 13:52:39 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-28 13:52:39 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-28 13:52:39 main:474] : INFO : Configuration: [2022-04-28 13:52:39 main:475] : INFO : Model type: GRU [2022-04-28 13:52:39 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-28 13:52:39 main:477] : INFO : Max Epochs: 2048 [2022-04-28 13:52:39 main:478] : INFO : Batch Size: 128 [2022-04-28 13:52:39 main:479] : INFO : Learning Rate: 0.01 [2022-04-28 13:52:39 main:480] : INFO : Patience: 10 [2022-04-28 13:52:39 main:481] : INFO : Hidden Width: 12 [2022-04-28 13:52:39 main:482] : INFO : # Recurrent Layers: 4 [2022-04-28 13:52:39 main:483] : INFO : # Backend Layers: 4 [2022-04-28 13:52:39 main:484] : INFO : # Threads: 1 [2022-04-28 13:52:39 main:486] : INFO : Preparing Dataset [2022-04-28 13:52:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-28 13:52:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-28 13:52:43 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-28 13:52:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-28 13:52:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-28 13:52:43 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-28 13:52:43 main:494] : INFO : Creating Model [2022-04-28 13:52:43 main:507] : INFO : Preparing config file [2022-04-28 13:52:43 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-28 13:52:43 main:512] : INFO : Loading config [2022-04-28 13:52:43 main:514] : INFO : Loading state [2022-04-28 15:45:54 main:559] : INFO : Loading DataLoader into Memory [2022-04-28 15:45:54 main:562] : INFO : Starting Training [2022-04-28 15:45:59 main:574] : INFO : Epoch 1925 | loss: 0.0312128 | val_loss: 0.0311907 | Time: 4852.44 ms [2022-04-28 15:46:03 main:574] : INFO : Epoch 1926 | loss: 0.0311875 | val_loss: 0.0311881 | Time: 4264.82 ms [2022-04-28 15:46:07 main:574] : INFO : Epoch 1927 | loss: 0.0311875 | val_loss: 0.0311885 | Time: 4391.71 ms [2022-04-28 15:46:12 main:574] : INFO : Epoch 1928 | loss: 0.031187 | val_loss: 0.0311882 | Time: 4391.91 ms [2022-04-28 15:46:17 main:574] : INFO : Epoch 1929 | loss: 0.0311855 | val_loss: 0.0311894 | Time: 4840.33 ms [2022-04-28 15:46:21 main:574] : INFO : Epoch 1930 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 4711.43 ms [2022-04-28 15:46:26 main:574] : INFO : Epoch 1931 | loss: 0.0311842 | val_loss: 0.0311853 | Time: 4782.7 ms [2022-04-28 15:46:31 main:574] : INFO : Epoch 1932 | loss: 0.0311839 | val_loss: 0.0311856 | Time: 5008.57 ms [2022-04-28 15:46:36 main:574] : INFO : Epoch 1933 | loss: 0.0311867 | val_loss: 0.031188 | Time: 4828.8 ms [2022-04-28 15:46:40 main:574] : INFO : Epoch 1934 | loss: 0.0311868 | val_loss: 0.0311875 | Time: 4628.12 ms [2022-04-28 15:46:45 main:574] : INFO : Epoch 1935 | loss: 0.0311878 | val_loss: 0.0311895 | Time: 4867.83 ms [2022-04-28 15:46:50 main:574] : INFO : Epoch 1936 | loss: 0.0311851 | val_loss: 0.031189 | Time: 4918.09 ms [2022-04-28 15:46:56 main:574] : INFO : Epoch 1937 | loss: 0.0311854 | val_loss: 0.0311884 | Time: 5294.95 ms [2022-04-28 15:47:00 main:574] : INFO : Epoch 1938 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 4766.52 ms [2022-04-28 15:47:05 main:574] : INFO : Epoch 1939 | loss: 0.031184 | val_loss: 0.0311845 | Time: 5024.41 ms [2022-04-28 15:47:10 main:574] : INFO : Epoch 1940 | loss: 0.0311867 | val_loss: 0.0311918 | Time: 4975.13 ms [2022-04-28 15:47:15 main:574] : INFO : Epoch 1941 | loss: 0.0311905 | val_loss: 0.0311923 | Time: 4763.88 ms [2022-04-28 15:47:20 main:574] : INFO : Epoch 1942 | loss: 0.0311899 | val_loss: 0.0311907 | Time: 4812.99 ms [2022-04-28 15:47:25 main:574] : INFO : Epoch 1943 | loss: 0.0311901 | val_loss: 0.0311924 | Time: 4803.07 ms [2022-04-28 15:47:30 main:574] : INFO : Epoch 1944 | loss: 0.0311894 | val_loss: 0.0311904 | Time: 5062.73 ms [2022-04-28 15:47:35 main:574] : INFO : Epoch 1945 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 4987.39 ms [2022-04-28 15:47:40 main:574] : INFO : Epoch 1946 | loss: 0.0311875 | val_loss: 0.0311875 | Time: 4752.77 ms [2022-04-28 15:47:44 main:574] : INFO : Epoch 1947 | loss: 0.0311871 | val_loss: 0.0311879 | Time: 4886.26 ms [2022-04-28 15:47:49 main:574] : INFO : Epoch 1948 | loss: 0.031186 | val_loss: 0.0311863 | Time: 4807.31 ms [2022-04-28 15:47:54 main:574] : INFO : Epoch 1949 | loss: 0.0311848 | val_loss: 0.0311873 | Time: 4782.94 ms [2022-04-28 15:47:59 main:574] : INFO : Epoch 1950 | loss: 0.0311859 | val_loss: 0.031189 | Time: 5009.34 ms [2022-04-28 15:48:04 main:574] : INFO : Epoch 1951 | loss: 0.0311862 | val_loss: 0.0311905 | Time: 4638.02 ms [2022-04-28 15:48:09 main:574] : INFO : Epoch 1952 | loss: 0.0311855 | val_loss: 0.0311872 | Time: 4873.9 ms [2022-04-28 15:48:13 main:574] : INFO : Epoch 1953 | loss: 0.0311846 | val_loss: 0.0311875 | Time: 4803.52 ms [2022-04-28 15:48:19 main:574] : INFO : Epoch 1954 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 5135.63 ms [2022-04-28 15:48:24 main:574] : INFO : Epoch 1955 | loss: 0.0311846 | val_loss: 0.0311851 | Time: 4966.38 ms [2022-04-28 15:48:28 main:574] : INFO : Epoch 1956 | loss: 0.0311839 | val_loss: 0.0311853 | Time: 4732.32 ms [2022-04-28 15:48:33 main:574] : INFO : Epoch 1957 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 4836.1 ms [2022-04-28 15:48:38 main:574] : INFO : Epoch 1958 | loss: 0.0311832 | val_loss: 0.0311871 | Time: 4837.4 ms [2022-04-28 15:48:43 main:574] : INFO : Epoch 1959 | loss: 0.0311839 | val_loss: 0.0311867 | Time: 5033.07 ms [2022-04-28 15:48:48 main:574] : INFO : Epoch 1960 | loss: 0.0311828 | val_loss: 0.0311854 | Time: 4822.92 ms [2022-04-28 15:48:53 main:574] : INFO : Epoch 1961 | loss: 0.0311828 | val_loss: 0.0311855 | Time: 4822.45 ms [2022-04-28 15:48:58 main:574] : INFO : Epoch 1962 | loss: 0.0311828 | val_loss: 0.031186 | Time: 4903.86 ms [2022-04-28 15:49:02 main:574] : INFO : Epoch 1963 | loss: 0.0311829 | val_loss: 0.0311837 | Time: 4945.47 ms [2022-04-28 15:49:07 main:574] : INFO : Epoch 1964 | loss: 0.0311836 | val_loss: 0.0311909 | Time: 4608.05 ms [2022-04-28 15:49:12 main:574] : INFO : Epoch 1965 | loss: 0.0311901 | val_loss: 0.0311906 | Time: 4806.78 ms [2022-04-28 15:49:17 main:574] : INFO : Epoch 1966 | loss: 0.0311857 | val_loss: 0.0311854 | Time: 5129.79 ms [2022-04-28 15:49:22 main:574] : INFO : Epoch 1967 | loss: 0.0311838 | val_loss: 0.0311869 | Time: 4871.22 ms [2022-04-28 15:49:27 main:574] : INFO : Epoch 1968 | loss: 0.0311826 | val_loss: 0.0311866 | Time: 4697.78 ms [2022-04-28 15:49:32 main:574] : INFO : Epoch 1969 | loss: 0.031182 | val_loss: 0.031184 | Time: 4913.51 ms [2022-04-28 15:49:37 main:574] : INFO : Epoch 1970 | loss: 0.0311824 | val_loss: 0.0311835 | Time: 5155.71 ms [2022-04-28 15:49:42 main:574] : INFO : Epoch 1971 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 4983.38 ms [2022-04-28 15:49:47 main:574] : INFO : Epoch 1972 | loss: 0.0311831 | val_loss: 0.0311875 | Time: 5144.9 ms [2022-04-28 15:49:52 main:574] : INFO : Epoch 1973 | loss: 0.0311822 | val_loss: 0.0311828 | Time: 4796.82 ms [2022-04-28 15:49:57 main:574] : INFO : Epoch 1974 | loss: 0.0311809 | val_loss: 0.0311828 | Time: 4954.86 ms [2022-04-28 15:50:02 main:574] : INFO : Epoch 1975 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 5209.05 ms [2022-04-28 15:50:07 main:574] : INFO : Epoch 1976 | loss: 0.0311809 | val_loss: 0.0311826 | Time: 4765.99 ms [2022-04-28 15:50:12 main:574] : INFO : Epoch 1977 | loss: 0.0311805 | val_loss: 0.0311828 | Time: 4977.09 ms [2022-04-28 15:50:17 main:574] : INFO : Epoch 1978 | loss: 0.0311799 | val_loss: 0.0311836 | Time: 5272.95 ms [2022-04-28 15:50:22 main:574] : INFO : Epoch 1979 | loss: 0.0311808 | val_loss: 0.0311829 | Time: 5068.71 ms [2022-04-28 15:50:27 main:574] : INFO : Epoch 1980 | loss: 0.031181 | val_loss: 0.0311832 | Time: 4653.2 ms [2022-04-28 15:50:32 main:574] : INFO : Epoch 1981 | loss: 0.0311803 | val_loss: 0.0311831 | Time: 5167.29 ms [2022-04-28 15:50:37 main:574] : INFO : Epoch 1982 | loss: 0.0311801 | val_loss: 0.0311835 | Time: 5417.29 ms [2022-04-28 15:50:42 main:574] : INFO : Epoch 1983 | loss: 0.0311795 | val_loss: 0.0311871 | Time: 4901.49 ms [2022-04-28 15:50:47 main:574] : INFO : Epoch 1984 | loss: 0.0311822 | val_loss: 0.0311876 | Time: 4696.42 ms [2022-04-28 15:50:52 main:574] : INFO : Epoch 1985 | loss: 0.0311808 | val_loss: 0.0311836 | Time: 4783.22 ms [2022-04-28 15:50:58 main:574] : INFO : Epoch 1986 | loss: 0.0311803 | val_loss: 0.0311858 | Time: 6026.74 ms [2022-04-28 15:51:02 main:574] : INFO : Epoch 1987 | loss: 0.0311804 | val_loss: 0.0311839 | Time: 4853.21 ms [2022-04-28 15:51:07 main:574] : INFO : Epoch 1988 | loss: 0.0311791 | val_loss: 0.0311851 | Time: 4964.04 ms [2022-04-28 15:51:13 main:574] : INFO : Epoch 1989 | loss: 0.0311811 | val_loss: 0.0311879 | Time: 5189.42 ms [2022-04-28 15:51:17 main:574] : INFO : Epoch 1990 | loss: 0.0311824 | val_loss: 0.0311874 | Time: 4854.78 ms [2022-04-28 15:51:23 main:574] : INFO : Epoch 1991 | loss: 0.0311829 | val_loss: 0.0311871 | Time: 5126.24 ms [2022-04-28 15:51:28 main:574] : INFO : Epoch 1992 | loss: 0.0311841 | val_loss: 0.031186 | Time: 4914.11 ms [2022-04-28 15:51:32 main:574] : INFO : Epoch 1993 | loss: 0.0311854 | val_loss: 0.0311913 | Time: 4932.5 ms [2022-04-28 15:51:38 main:574] : INFO : Epoch 1994 | loss: 0.0311927 | val_loss: 0.0311913 | Time: 5077.67 ms [2022-04-28 15:51:43 main:574] : INFO : Epoch 1995 | loss: 0.0311947 | val_loss: 0.0311983 | Time: 5090.85 ms [2022-04-28 15:51:48 main:574] : INFO : Epoch 1996 | loss: 0.0311973 | val_loss: 0.0311932 | Time: 5128.35 ms [2022-04-28 15:51:53 main:574] : INFO : Epoch 1997 | loss: 0.031196 | val_loss: 0.0311925 | Time: 5127.12 ms [2022-04-28 15:51:58 main:574] : INFO : Epoch 1998 | loss: 0.0311941 | val_loss: 0.0311914 | Time: 5611.1 ms [2022-04-28 15:52:04 main:574] : INFO : Epoch 1999 | loss: 0.0311927 | val_loss: 0.0311915 | Time: 5635.07 ms [2022-04-28 15:52:09 main:574] : INFO : Epoch 2000 | loss: 0.0311923 | val_loss: 0.0311897 | Time: 5257.56 ms [2022-04-28 15:52:14 main:574] : INFO : Epoch 2001 | loss: 0.0311922 | val_loss: 0.0311898 | Time: 4875.3 ms [2022-04-28 15:52:19 main:574] : INFO : Epoch 2002 | loss: 0.0311913 | val_loss: 0.0311892 | Time: 5065.09 ms [2022-04-28 15:52:25 main:574] : INFO : Epoch 2003 | loss: 0.0311921 | val_loss: 0.0311882 | Time: 5285.02 ms [2022-04-28 15:52:30 main:574] : INFO : Epoch 2004 | loss: 0.0311904 | val_loss: 0.0311874 | Time: 5161.88 ms [2022-04-28 15:52:35 main:574] : INFO : Epoch 2005 | loss: 0.0311905 | val_loss: 0.0311866 | Time: 5398.88 ms [2022-04-28 15:52:40 main:574] : INFO : Epoch 2006 | loss: 0.0311893 | val_loss: 0.0311863 | Time: 4988.67 ms [2022-04-28 15:52:45 main:574] : INFO : Epoch 2007 | loss: 0.031188 | val_loss: 0.0311864 | Time: 5272.68 ms [2022-04-28 15:52:51 main:574] : INFO : Epoch 2008 | loss: 0.0311879 | val_loss: 0.0311855 | Time: 5192.98 ms [2022-04-28 15:52:56 main:574] : INFO : Epoch 2009 | loss: 0.0311871 | val_loss: 0.0311854 | Time: 5453.93 ms [2022-04-28 15:53:03 main:574] : INFO : Epoch 2010 | loss: 0.0311864 | val_loss: 0.0311851 | Time: 6468.56 ms [2022-04-28 15:53:08 main:574] : INFO : Epoch 2011 | loss: 0.0311865 | val_loss: 0.0311854 | Time: 4915.7 ms [2022-04-28 15:53:13 main:574] : INFO : Epoch 2012 | loss: 0.0311866 | val_loss: 0.0311868 | Time: 5151.75 ms [2022-04-28 15:53:18 main:574] : INFO : Epoch 2013 | loss: 0.0311869 | val_loss: 0.031186 | Time: 5287.79 ms [2022-04-28 15:53:23 main:574] : INFO : Epoch 2014 | loss: 0.0311861 | val_loss: 0.0311854 | Time: 5374.1 ms [2022-04-28 15:53:28 main:574] : INFO : Epoch 2015 | loss: 0.031186 | val_loss: 0.0311862 | Time: 5021.09 ms [2022-04-28 15:53:34 main:574] : INFO : Epoch 2016 | loss: 0.0311862 | val_loss: 0.0311857 | Time: 5179.72 ms [2022-04-28 15:53:39 main:574] : INFO : Epoch 2017 | loss: 0.0311864 | val_loss: 0.031185 | Time: 5758.29 ms [2022-04-28 15:53:45 main:574] : INFO : Epoch 2018 | loss: 0.0311858 | val_loss: 0.0311851 | Time: 5833.63 ms [2022-04-28 15:53:50 main:574] : INFO : Epoch 2019 | loss: 0.0311867 | val_loss: 0.0311864 | Time: 5316.47 ms [2022-04-28 15:53:56 main:574] : INFO : Epoch 2020 | loss: 0.0311861 | val_loss: 0.031185 | Time: 5720.09 ms [2022-04-28 15:54:02 main:574] : INFO : Epoch 2021 | loss: 0.0311857 | val_loss: 0.0311849 | Time: 5912.29 ms [2022-04-28 15:54:07 main:574] : INFO : Epoch 2022 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 5192.9 ms [2022-04-28 15:54:13 main:574] : INFO : Epoch 2023 | loss: 0.0311859 | val_loss: 0.0311849 | Time: 5393.06 ms [2022-04-28 15:54:18 main:574] : INFO : Epoch 2024 | loss: 0.0311854 | val_loss: 0.031187 | Time: 5249.29 ms [2022-04-28 15:54:23 main:574] : INFO : Epoch 2025 | loss: 0.0311869 | val_loss: 0.0311894 | Time: 5364.95 ms [2022-04-28 15:54:29 main:574] : INFO : Epoch 2026 | loss: 0.0311888 | val_loss: 0.0311851 | Time: 5390.96 ms [2022-04-28 15:54:34 main:574] : INFO : Epoch 2027 | loss: 0.0311866 | val_loss: 0.0311857 | Time: 5332.49 ms [2022-04-28 15:54:49 main:574] : INFO : Epoch 2028 | loss: 0.031189 | val_loss: 0.0311885 | Time: 15287.5 ms [2022-04-28 15:54:56 main:574] : INFO : Epoch 2029 | loss: 0.0311883 | val_loss: 0.031188 | Time: 6280.23 ms [2022-04-28 15:55:01 main:574] : INFO : Epoch 2030 | loss: 0.0311878 | val_loss: 0.0311876 | Time: 5694.08 ms [2022-04-28 15:55:07 main:574] : INFO : Epoch 2031 | loss: 0.031187 | val_loss: 0.031187 | Time: 5646.38 ms [2022-04-28 15:55:12 main:574] : INFO : Epoch 2032 | loss: 0.0311866 | val_loss: 0.0311879 | Time: 5423.59 ms [2022-04-28 15:55:18 main:574] : INFO : Epoch 2033 | loss: 0.031186 | val_loss: 0.0311877 | Time: 5288.15 ms [2022-04-28 15:55:24 main:574] : INFO : Epoch 2034 | loss: 0.0311855 | val_loss: 0.0311872 | Time: 6026.2 ms [2022-04-28 15:55:29 main:574] : INFO : Epoch 2035 | loss: 0.0311874 | val_loss: 0.0311892 | Time: 5348.82 ms [2022-04-28 15:55:34 main:574] : INFO : Epoch 2036 | loss: 0.031188 | val_loss: 0.0311885 | Time: 5298.6 ms [2022-04-28 15:55:40 main:574] : INFO : Epoch 2037 | loss: 0.0311873 | val_loss: 0.0311878 | Time: 5435.32 ms [2022-04-28 15:55:45 main:574] : INFO : Epoch 2038 | loss: 0.0311878 | val_loss: 0.0311874 | Time: 5540.42 ms [2022-04-28 15:55:52 main:574] : INFO : Epoch 2039 | loss: 0.0311858 | val_loss: 0.0311876 | Time: 6637.4 ms [2022-04-28 15:55:58 main:574] : INFO : Epoch 2040 | loss: 0.0311863 | val_loss: 0.031188 | Time: 5702.32 ms [2022-04-28 15:56:04 main:574] : INFO : Epoch 2041 | loss: 0.0311858 | val_loss: 0.0311887 | Time: 6042.74 ms [2022-04-28 15:56:09 main:574] : INFO : Epoch 2042 | loss: 0.031185 | val_loss: 0.0311874 | Time: 5631.98 ms [2022-04-28 15:56:15 main:574] : INFO : Epoch 2043 | loss: 0.0311848 | val_loss: 0.0311881 | Time: 5415.05 ms [2022-04-28 15:56:21 main:574] : INFO : Epoch 2044 | loss: 0.0311872 | val_loss: 0.0311867 | Time: 5795.41 ms [2022-04-28 15:56:26 main:574] : INFO : Epoch 2045 | loss: 0.0311866 | val_loss: 0.0311877 | Time: 5683.49 ms [2022-04-28 15:56:32 main:574] : INFO : Epoch 2046 | loss: 0.0311879 | val_loss: 0.0311894 | Time: 5932.82 ms [2022-04-28 15:56:38 main:574] : INFO : Epoch 2047 | loss: 0.0311867 | val_loss: 0.0311918 | Time: 5726.45 ms [2022-04-28 15:56:44 main:574] : INFO : Epoch 2048 | loss: 0.0311886 | val_loss: 0.031189 | Time: 5726.87 ms [2022-04-28 15:56:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031189 [2022-04-28 15:56:44 main:603] : INFO : Saving end state to config to file [2022-04-28 15:56:44 main:608] : INFO : Success, exiting.. 15:56:44 (75976): 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)