Task 5242929
| Name | ParityModified-1619582323-18714-3_0 |
| Workunit | 3155535 |
| Created | 27 May 2021, 5:11:33 UTC |
| Sent | 31 May 2021, 9:37:20 UTC |
| Report deadline | 7 Jun 2021, 9:37:20 UTC |
| Received | 2 Jun 2021, 8:33:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1832 |
| Run time | 3 hours 21 min 27 sec |
| CPU time | 2 hours 7 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> me: 5342.81 ms [2021-05-31 17:43:59 main:574] : INFO : Epoch 1649 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 5443.54 ms [2021-05-31 17:44:04 main:574] : INFO : Epoch 1650 | loss: 0.0311723 | val_loss: 0.0311806 | Time: 5251.04 ms [2021-05-31 17:44:11 main:574] : INFO : Epoch 1651 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 5308.46 ms [2021-05-31 17:44:16 main:574] : INFO : Epoch 1652 | loss: 0.0311732 | val_loss: 0.0311813 | Time: 5285.62 ms [2021-05-31 17:44:22 main:574] : INFO : Epoch 1653 | loss: 0.0311726 | val_loss: 0.0311802 | Time: 5348.39 ms [2021-05-31 17:44:27 main:574] : INFO : Epoch 1654 | loss: 0.0311722 | val_loss: 0.03118 | Time: 5272.89 ms [2021-05-31 17:44:33 main:574] : INFO : Epoch 1655 | loss: 0.0311725 | val_loss: 0.0311817 | Time: 5320.22 ms [2021-05-31 17:44:38 main:574] : INFO : Epoch 1656 | loss: 0.0311719 | val_loss: 0.0311811 | Time: 5295.07 ms [2021-05-31 17:44:44 main:574] : INFO : Epoch 1657 | loss: 0.0311724 | val_loss: 0.0311841 | Time: 5270.19 ms [2021-05-31 17:44:49 main:574] : INFO : Epoch 1658 | loss: 0.0311726 | val_loss: 0.0311818 | Time: 5250.56 ms [2021-05-31 17:44:55 main:574] : INFO : Epoch 1659 | loss: 0.0311725 | val_loss: 0.031182 | Time: 5282.8 ms [2021-05-31 17:45:00 main:574] : INFO : Epoch 1660 | loss: 0.031173 | val_loss: 0.0311806 | Time: 5302.33 ms [2021-05-31 17:45:06 main:574] : INFO : Epoch 1661 | loss: 0.0311715 | val_loss: 0.0311825 | Time: 5284 ms [2021-05-31 17:45:11 main:574] : INFO : Epoch 1662 | loss: 0.0311718 | val_loss: 0.0311802 | Time: 5292.47 ms [2021-05-31 17:45:16 main:574] : INFO : Epoch 1663 | loss: 0.0311717 | val_loss: 0.0311794 | Time: 5350.15 ms [2021-05-31 17:45:22 main:574] : INFO : Epoch 1664 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 5261.86 ms [2021-05-31 17:45:27 main:574] : INFO : Epoch 1665 | loss: 0.0311717 | val_loss: 0.0311825 | Time: 5251.56 ms [2021-05-31 17:45:33 main:574] : INFO : Epoch 1666 | loss: 0.0311716 | val_loss: 0.0311822 | Time: 5312.45 ms [2021-05-31 17:45:38 main:574] : INFO : Epoch 1667 | loss: 0.031173 | val_loss: 0.0311826 | Time: 5259.22 ms [2021-05-31 17:45:44 main:574] : INFO : Epoch 1668 | loss: 0.0311716 | val_loss: 0.0311797 | Time: 5268.88 ms [2021-05-31 17:45:49 main:574] : INFO : Epoch 1669 | loss: 0.0311714 | val_loss: 0.0311797 | Time: 5317.5 ms [2021-05-31 17:45:55 main:574] : INFO : Epoch 1670 | loss: 0.0311718 | val_loss: 0.03118 | Time: 5289.43 ms [2021-05-31 17:46:00 main:574] : INFO : Epoch 1671 | loss: 0.0311713 | val_loss: 0.0311797 | Time: 5374.55 ms [2021-05-31 17:46:06 main:574] : INFO : Epoch 1672 | loss: 0.0311715 | val_loss: 0.0311823 | Time: 5358.67 ms [2021-05-31 17:46:11 main:574] : INFO : Epoch 1673 | loss: 0.0311713 | val_loss: 0.0311797 | Time: 5348.7 ms [2021-05-31 17:46:17 main:574] : INFO : Epoch 1674 | loss: 0.031171 | val_loss: 0.0311808 | Time: 5348.66 ms [2021-05-31 17:46:22 main:574] : INFO : Epoch 1675 | loss: 0.0311713 | val_loss: 0.0311803 | Time: 5336.93 ms [2021-05-31 17:46:28 main:574] : INFO : Epoch 1676 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 5340.38 ms [2021-05-31 17:46:33 main:574] : INFO : Epoch 1677 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 5238.21 ms [2021-05-31 17:46:39 main:574] : INFO : Epoch 1678 | loss: 0.0311711 | val_loss: 0.0311802 | Time: 5265.99 ms [2021-05-31 17:46:44 main:574] : INFO : Epoch 1679 | loss: 0.0311716 | val_loss: 0.0311817 | Time: 5258.43 ms [2021-05-31 17:46:50 main:574] : INFO : Epoch 1680 | loss: 0.0311711 | val_loss: 0.0311794 | Time: 5473.03 ms [2021-05-31 17:46:55 main:574] : INFO : Epoch 1681 | loss: 0.0311707 | val_loss: 0.0311797 | Time: 5287.74 ms [2021-05-31 17:47:00 main:574] : INFO : Epoch 1682 | loss: 0.0311729 | val_loss: 0.0311818 | Time: 5330.02 ms [2021-05-31 17:47:06 main:574] : INFO : Epoch 1683 | loss: 0.031171 | val_loss: 0.0311785 | Time: 5342.02 ms [2021-05-31 17:47:12 main:574] : INFO : Epoch 1684 | loss: 0.0311703 | val_loss: 0.0311795 | Time: 5258.85 ms [2021-05-31 17:47:17 main:574] : INFO : Epoch 1685 | loss: 0.0311704 | val_loss: 0.0311788 | Time: 5342.23 ms [2021-05-31 17:47:23 main:574] : INFO : Epoch 1686 | loss: 0.0311707 | val_loss: 0.0311802 | Time: 5336.64 ms [2021-05-31 17:47:28 main:574] : INFO : Epoch 1687 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 5321.55 ms [2021-05-31 17:47:33 main:574] : INFO : Epoch 1688 | loss: 0.031171 | val_loss: 0.0311807 | Time: 5334.76 ms [2021-05-31 17:47:39 main:574] : INFO : Epoch 1689 | loss: 0.031172 | val_loss: 0.0311792 | Time: 5308.67 ms [2021-05-31 17:47:44 main:574] : INFO : Epoch 1690 | loss: 0.0311714 | val_loss: 0.0311785 | Time: 5367.34 ms [2021-05-31 17:47:50 main:574] : INFO : Epoch 1691 | loss: 0.0311704 | val_loss: 0.0311784 | Time: 5289.74 ms [2021-05-31 17:47:55 main:574] : INFO : Epoch 1692 | loss: 0.03117 | val_loss: 0.0311779 | Time: 5337.67 ms [2021-05-31 17:48:01 main:574] : INFO : Epoch 1693 | loss: 0.0311697 | val_loss: 0.0311791 | Time: 5392.59 ms [2021-05-31 17:48:06 main:574] : INFO : Epoch 1694 | loss: 0.0311702 | val_loss: 0.0311792 | Time: 5257.67 ms [2021-05-31 17:48:12 main:574] : INFO : Epoch 1695 | loss: 0.0311696 | val_loss: 0.031178 | Time: 5325.45 ms [2021-05-31 17:48:17 main:574] : INFO : Epoch 1696 | loss: 0.0311695 | val_loss: 0.0311793 | Time: 5293.39 ms [2021-05-31 17:48:22 main:574] : INFO : Epoch 1697 | loss: 0.0311699 | val_loss: 0.03118 | Time: 5341.05 ms [2021-05-31 17:48:28 main:574] : INFO : Epoch 1698 | loss: 0.0311691 | val_loss: 0.0311777 | Time: 5326.13 ms [2021-05-31 17:48:33 main:574] : INFO : Epoch 1699 | loss: 0.0311708 | val_loss: 0.0311809 | Time: 5351.92 ms [2021-05-31 17:48:39 main:574] : INFO : Epoch 1700 | loss: 0.0311722 | val_loss: 0.0311815 | Time: 5284.34 ms [2021-05-31 17:48:44 main:574] : INFO : Epoch 1701 | loss: 0.0311698 | val_loss: 0.0311789 | Time: 5339.51 ms [2021-05-31 17:48:50 main:574] : INFO : Epoch 1702 | loss: 0.0311688 | val_loss: 0.0311791 | Time: 5274.77 ms [2021-05-31 17:48:55 main:574] : INFO : Epoch 1703 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 5350.52 ms [2021-05-31 17:49:01 main:574] : INFO : Epoch 1704 | loss: 0.0311686 | val_loss: 0.0311791 | Time: 5331.46 ms [2021-05-31 17:49:06 main:574] : INFO : Epoch 1705 | loss: 0.0311685 | val_loss: 0.0311789 | Time: 5369.35 ms [2021-05-31 17:49:12 main:574] : INFO : Epoch 1706 | loss: 0.031169 | val_loss: 0.0311779 | Time: 5288.93 ms [2021-05-31 17:49:17 main:574] : INFO : Epoch 1707 | loss: 0.031169 | val_loss: 0.0311785 | Time: 5364.35 ms [2021-05-31 17:49:23 main:574] : INFO : Epoch 1708 | loss: 0.0311689 | val_loss: 0.0311794 | Time: 5589.36 ms [2021-05-31 17:49:30 main:574] : INFO : Epoch 1709 | loss: 0.031169 | val_loss: 0.0311779 | Time: 6622.37 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX) [2021-06-01 08:19:02 main:435] : INFO : Set logging level to 1 [2021-06-01 08:19:03 main:441] : INFO : Running in BOINC Client mode [2021-06-01 08:19:03 main:444] : INFO : Resolving all filenames [2021-06-01 08:19:04 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-06-01 08:19:04 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619582323-18714-3_0_r2058382846_1 (exists = 1) [2021-06-01 08:19:05 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619582323-18714-3_0_r2058382846_0 (exists = 0) [2021-06-01 08:19:06 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619582323-18714-3 (exists = 1) [2021-06-01 08:19:07 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-01 08:19:08 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-06-01 08:19:09 main:474] : INFO : Configuration: [2021-06-01 08:19:09 main:475] : INFO : Model type: GRU [2021-06-01 08:19:10 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-01 08:19:11 main:477] : INFO : Max Epochs: 2048 [2021-06-01 08:19:12 main:478] : INFO : Batch Size: 128 [2021-06-01 08:19:13 main:479] : INFO : Learning Rate: 0.01 [2021-06-01 08:19:13 main:480] : INFO : Patience: 10 [2021-06-01 08:19:13 main:481] : INFO : Hidden Width: 12 [2021-06-01 08:19:14 main:482] : INFO : # Recurrent Layers: 4 [2021-06-01 08:19:15 main:483] : INFO : # Backend Layers: 4 [2021-06-01 08:19:16 main:484] : INFO : # Threads: 1 [2021-06-01 08:19:17 main:486] : INFO : Preparing Dataset [2021-06-01 08:19:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 08:19:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 08:19:37 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-01 08:19:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 08:19:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 08:19:37 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-01 08:19:38 main:494] : INFO : Creating Model [2021-06-01 08:19:38 main:507] : INFO : Preparing config file [2021-06-01 08:19:38 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-01 08:19:38 main:512] : INFO : Loading config [2021-06-01 08:19:38 main:514] : INFO : Loading state [2021-06-01 08:19:41 main:559] : INFO : Loading DataLoader into Memory [2021-06-01 08:19:42 main:562] : INFO : Starting Training [2021-06-01 08:19:49 main:574] : INFO : Epoch 1702 | loss: 0.0312534 | val_loss: 0.0311945 | Time: 6401.79 ms [2021-06-01 08:19:55 main:574] : INFO : Epoch 1703 | loss: 0.0311796 | val_loss: 0.0311789 | Time: 5277.33 ms [2021-06-01 08:20:00 main:574] : INFO : Epoch 1704 | loss: 0.0311737 | val_loss: 0.0311749 | Time: 5390.22 ms [2021-06-01 08:20:06 main:574] : INFO : Epoch 1705 | loss: 0.0311766 | val_loss: 0.0311752 | Time: 5388.22 ms [2021-06-01 08:20:11 main:574] : INFO : Epoch 1706 | loss: 0.0311738 | val_loss: 0.0311733 | Time: 5320.01 ms [2021-06-01 08:20:19 main:574] : INFO : Epoch 1707 | loss: 0.0311729 | val_loss: 0.0311728 | Time: 5883.62 ms [2021-06-01 08:20:27 main:574] : INFO : Epoch 1708 | loss: 0.0311709 | val_loss: 0.0311732 | Time: 8492.71 ms [2021-06-01 08:20:33 main:574] : INFO : Epoch 1709 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 5344.19 ms [2021-06-01 08:20:39 main:574] : INFO : Epoch 1710 | loss: 0.0311733 | val_loss: 0.0311735 | Time: 5456.11 ms [2021-06-01 08:20:44 main:574] : INFO : Epoch 1711 | loss: 0.0311735 | val_loss: 0.0311759 | Time: 5548.8 ms [2021-06-01 08:20:52 main:574] : INFO : Epoch 1712 | loss: 0.0311739 | val_loss: 0.0311724 | Time: 7608.03 ms [2021-06-01 08:21:13 main:574] : INFO : Epoch 1713 | loss: 0.0311715 | val_loss: 0.0311742 | Time: 20908.4 ms [2021-06-01 08:21:18 main:574] : INFO : Epoch 1714 | loss: 0.0311709 | val_loss: 0.0311721 | Time: 5593.26 ms [2021-06-01 08:21:29 main:574] : INFO : Epoch 1715 | loss: 0.03117 | val_loss: 0.0311729 | Time: 9057.6 ms [2021-06-01 08:21:35 main:574] : INFO : Epoch 1716 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 5522.33 ms [2021-06-01 08:21:41 main:574] : INFO : Epoch 1717 | loss: 0.0311703 | val_loss: 0.0311729 | Time: 5421.47 ms [2021-06-01 08:21:51 main:574] : INFO : Epoch 1718 | loss: 0.0311713 | val_loss: 0.0311709 | Time: 9094.35 ms [2021-06-01 08:21:59 main:574] : INFO : Epoch 1719 | loss: 0.0311689 | val_loss: 0.0311735 | Time: 5935.19 ms [2021-06-01 08:22:10 main:574] : INFO : Epoch 1720 | loss: 0.031169 | val_loss: 0.0311724 | Time: 10373.4 ms [2021-06-01 08:22:19 main:574] : INFO : Epoch 1721 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 7885.49 ms [2021-06-01 08:22:27 main:574] : INFO : Epoch 1722 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 7743.99 ms [2021-06-01 08:22:34 main:574] : INFO : Epoch 1723 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 7053.22 ms [2021-06-01 08:22:41 main:574] : INFO : Epoch 1724 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 6403.9 ms [2021-06-01 08:22:49 main:574] : INFO : Epoch 1725 | loss: 0.0311725 | val_loss: 0.0311732 | Time: 7758.06 ms [2021-06-01 08:22:56 main:574] : INFO : Epoch 1726 | loss: 0.031174 | val_loss: 0.0311734 | Time: 6035.66 ms [2021-06-01 08:23:02 main:574] : INFO : Epoch 1727 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 5673.64 ms [2021-06-01 08:23:09 main:574] : INFO : Epoch 1728 | loss: 0.0311707 | val_loss: 0.0311733 | Time: 6741.75 ms [2021-06-01 08:23:17 main:574] : INFO : Epoch 1729 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 7708.28 ms [2021-06-01 08:23:23 main:574] : INFO : Epoch 1730 | loss: 0.0311741 | val_loss: 0.0311729 | Time: 5766.86 ms [2021-06-01 08:23:29 main:574] : INFO : Epoch 1731 | loss: 0.031172 | val_loss: 0.0311721 | Time: 5366.96 ms [2021-06-01 08:23:35 main:574] : INFO : Epoch 1732 | loss: 0.0311709 | val_loss: 0.0311745 | Time: 5553.63 ms [2021-06-01 08:23:40 main:574] : INFO : Epoch 1733 | loss: 0.0311713 | val_loss: 0.031172 | Time: 5529.15 ms [2021-06-01 08:23:46 main:574] : INFO : Epoch 1734 | loss: 0.031169 | val_loss: 0.0311714 | Time: 5458.65 ms [2021-06-01 08:23:53 main:574] : INFO : Epoch 1735 | loss: 0.0311688 | val_loss: 0.0311728 | Time: 6126.27 ms [2021-06-01 08:23:58 main:574] : INFO : Epoch 1736 | loss: 0.0311687 | val_loss: 0.0311719 | Time: 5547.35 ms [2021-06-01 08:24:05 main:574] : INFO : Epoch 1737 | loss: 0.0311678 | val_loss: 0.0311718 | Time: 5835.61 ms [2021-06-01 08:24:11 main:574] : INFO : Epoch 1738 | loss: 0.0311678 | val_loss: 0.0311728 | Time: 5939.48 ms [2021-06-01 08:24:18 main:574] : INFO : Epoch 1739 | loss: 0.0311675 | val_loss: 0.0311728 | Time: 6606.34 ms [2021-06-01 08:24:23 main:574] : INFO : Epoch 1740 | loss: 0.0311688 | val_loss: 0.0311801 | Time: 5440.73 ms [2021-06-01 08:24:29 main:574] : INFO : Epoch 1741 | loss: 0.0311725 | val_loss: 0.0311743 | Time: 5381.72 ms [2021-06-01 08:24:35 main:574] : INFO : Epoch 1742 | loss: 0.0311726 | val_loss: 0.0311771 | Time: 5500.36 ms [2021-06-01 08:24:40 main:574] : INFO : Epoch 1743 | loss: 0.0311718 | val_loss: 0.0311742 | Time: 5341.27 ms [2021-06-01 08:24:49 main:574] : INFO : Epoch 1744 | loss: 0.0311704 | val_loss: 0.0311753 | Time: 6006.39 ms [2021-06-01 08:24:55 main:574] : INFO : Epoch 1745 | loss: 0.031171 | val_loss: 0.0311795 | Time: 5634.06 ms [2021-06-01 08:25:00 main:574] : INFO : Epoch 1746 | loss: 0.0311759 | val_loss: 0.0311785 | Time: 5516.93 ms [2021-06-01 08:25:06 main:574] : INFO : Epoch 1747 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 5394.45 ms [2021-06-01 08:25:12 main:574] : INFO : Epoch 1748 | loss: 0.0311699 | val_loss: 0.0311737 | Time: 5738.1 ms [2021-06-01 08:25:21 main:574] : INFO : Epoch 1749 | loss: 0.031169 | val_loss: 0.0311738 | Time: 8083.31 ms [2021-06-01 08:25:26 main:574] : INFO : Epoch 1750 | loss: 0.031169 | val_loss: 0.0311738 | Time: 5543.65 ms [2021-06-01 08:25:32 main:574] : INFO : Epoch 1751 | loss: 0.0311693 | val_loss: 0.0311736 | Time: 5282.25 ms [2021-06-01 08:25:38 main:574] : INFO : Epoch 1752 | loss: 0.0311693 | val_loss: 0.0311737 | Time: 5811.25 ms [2021-06-01 08:25:44 main:574] : INFO : Epoch 1753 | loss: 0.0311708 | val_loss: 0.0311743 | Time: 6281.62 ms [2021-06-01 08:25:50 main:574] : INFO : Epoch 1754 | loss: 0.0311682 | val_loss: 0.031174 | Time: 5846.75 ms [2021-06-01 08:25:58 main:574] : INFO : Epoch 1755 | loss: 0.031169 | val_loss: 0.0311735 | Time: 7751.19 ms [2021-06-01 08:26:04 main:574] : INFO : Epoch 1756 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 5755.66 ms [2021-06-01 08:26:10 main:574] : INFO : Epoch 1757 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 5256.48 ms [2021-06-01 08:26:15 main:574] : INFO : Epoch 1758 | loss: 0.0311673 | val_loss: 0.0311733 | Time: 5310.69 ms [2021-06-01 08:26:21 main:574] : INFO : Epoch 1759 | loss: 0.0311673 | val_loss: 0.031176 | Time: 5473.34 ms [2021-06-01 08:26:26 main:574] : INFO : Epoch 1760 | loss: 0.0311678 | val_loss: 0.0311763 | Time: 5382.45 ms [2021-06-01 08:26:32 main:574] : INFO : Epoch 1761 | loss: 0.0311683 | val_loss: 0.031175 | Time: 5287.42 ms [2021-06-01 08:26:37 main:574] : INFO : Epoch 1762 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 5338.11 ms [2021-06-01 08:26:43 main:574] : INFO : Epoch 1763 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 5247.76 ms [2021-06-01 08:26:48 main:574] : INFO : Epoch 1764 | loss: 0.0311714 | val_loss: 0.0311747 | Time: 5339.25 ms [2021-06-01 08:26:54 main:574] : INFO : Epoch 1765 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 5373.92 ms [2021-06-01 08:26:59 main:574] : INFO : Epoch 1766 | loss: 0.0311712 | val_loss: 0.0311779 | Time: 5258.39 ms [2021-06-01 08:27:05 main:574] : INFO : Epoch 1767 | loss: 0.0311713 | val_loss: 0.031178 | Time: 5379.88 ms [2021-06-01 08:27:10 main:574] : INFO : Epoch 1768 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 5472.74 ms [2021-06-01 08:27:16 main:574] : INFO : Epoch 1769 | loss: 0.0311696 | val_loss: 0.031177 | Time: 5316.96 ms [2021-06-01 08:27:21 main:574] : INFO : Epoch 1770 | loss: 0.0311706 | val_loss: 0.0311773 | Time: 5415.11 ms [2021-06-01 08:27:27 main:574] : INFO : Epoch 1771 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 5376.29 ms [2021-06-01 08:27:32 main:574] : INFO : Epoch 1772 | loss: 0.031173 | val_loss: 0.0311764 | Time: 5485.33 ms [2021-06-01 08:27:38 main:574] : INFO : Epoch 1773 | loss: 0.031173 | val_loss: 0.0311739 | Time: 5603.65 ms [2021-06-01 08:27:45 main:574] : INFO : Epoch 1774 | loss: 0.031172 | val_loss: 0.0311749 | Time: 6837.45 ms [2021-06-01 08:27:52 main:574] : INFO : Epoch 1775 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 7314.47 ms [2021-06-01 08:27:58 main:574] : INFO : Epoch 1776 | loss: 0.031172 | val_loss: 0.0311806 | Time: 5778.11 ms [2021-06-01 08:28:04 main:574] : INFO : Epoch 1777 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 5825.25 ms [2021-06-01 08:28:10 main:574] : INFO : Epoch 1778 | loss: 0.031169 | val_loss: 0.0311736 | Time: 5620.04 ms [2021-06-01 08:28:15 main:574] : INFO : Epoch 1779 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 5273.87 ms [2021-06-01 08:28:21 main:574] : INFO : Epoch 1780 | loss: 0.0311681 | val_loss: 0.0311742 | Time: 5308.34 ms [2021-06-01 08:28:27 main:574] : INFO : Epoch 1781 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 5265.15 ms [2021-06-01 08:28:32 main:574] : INFO : Epoch 1782 | loss: 0.0311687 | val_loss: 0.031177 | Time: 5316.15 ms [2021-06-01 08:28:38 main:574] : INFO : Epoch 1783 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 5309.65 ms [2021-06-01 08:28:43 main:574] : INFO : Epoch 1784 | loss: 0.031168 | val_loss: 0.0311761 | Time: 5192.82 ms [2021-06-01 08:28:49 main:574] : INFO : Epoch 1785 | loss: 0.0311672 | val_loss: 0.031174 | Time: 5275.33 ms [2021-06-01 08:28:54 main:574] : INFO : Epoch 1786 | loss: 0.0311682 | val_loss: 0.0311784 | Time: 5386.69 ms [2021-06-01 08:29:00 main:574] : INFO : Epoch 1787 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 5290.12 ms [2021-06-01 08:29:05 main:574] : INFO : Epoch 1788 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 5321.14 ms [2021-06-01 08:29:11 main:574] : INFO : Epoch 1789 | loss: 0.031168 | val_loss: 0.0311768 | Time: 5331.56 ms [2021-06-01 08:29:16 main:574] : INFO : Epoch 1790 | loss: 0.0311684 | val_loss: 0.0311739 | Time: 5278.19 ms [2021-06-01 08:29:22 main:574] : INFO : Epoch 1791 | loss: 0.0311682 | val_loss: 0.0311734 | Time: 5407.93 ms [2021-06-01 08:29:27 main:574] : INFO : Epoch 1792 | loss: 0.0311707 | val_loss: 0.0311746 | Time: 5292.36 ms [2021-06-01 08:29:33 main:574] : INFO : Epoch 1793 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 5344.17 ms [2021-06-01 08:29:38 main:574] : INFO : Epoch 1794 | loss: 0.0311709 | val_loss: 0.0311742 | Time: 5333.67 ms [2021-06-01 08:29:44 main:574] : INFO : Epoch 1795 | loss: 0.0311694 | val_loss: 0.0311758 | Time: 5283.26 ms [2021-06-01 08:29:49 main:574] : INFO : Epoch 1796 | loss: 0.0311713 | val_loss: 0.031174 | Time: 5290.78 ms [2021-06-01 08:29:55 main:574] : INFO : Epoch 1797 | loss: 0.0311688 | val_loss: 0.0311726 | Time: 5312.03 ms [2021-06-01 08:30:00 main:574] : INFO : Epoch 1798 | loss: 0.0311681 | val_loss: 0.0311734 | Time: 5256.71 ms [2021-06-01 08:30:06 main:574] : INFO : Epoch 1799 | loss: 0.0311674 | val_loss: 0.031175 | Time: 5317.82 ms [2021-06-01 08:30:11 main:574] : INFO : Epoch 1800 | loss: 0.0311688 | val_loss: 0.0311731 | Time: 5327.44 ms [2021-06-01 08:30:17 main:574] : INFO : Epoch 1801 | loss: 0.0311676 | val_loss: 0.0311719 | Time: 5327.65 ms [2021-06-01 08:30:22 main:574] : INFO : Epoch 1802 | loss: 0.0311669 | val_loss: 0.0311726 | Time: 5294.8 ms [2021-06-01 08:30:28 main:574] : INFO : Epoch 1803 | loss: 0.0311655 | val_loss: 0.0311724 | Time: 5410.7 ms [2021-06-01 08:30:33 main:574] : INFO : Epoch 1804 | loss: 0.0311654 | val_loss: 0.0311772 | Time: 5270.83 ms [2021-06-01 08:30:39 main:574] : INFO : Epoch 1805 | loss: 0.0311672 | val_loss: 0.0311728 | Time: 5371.6 ms [2021-06-01 08:30:44 main:574] : INFO : Epoch 1806 | loss: 0.0311664 | val_loss: 0.0311728 | Time: 5369.26 ms [2021-06-01 08:30:50 main:574] : INFO : Epoch 1807 | loss: 0.0311649 | val_loss: 0.0311758 | Time: 5333.7 ms [2021-06-01 08:30:55 main:574] : INFO : Epoch 1808 | loss: 0.0311649 | val_loss: 0.0311722 | Time: 5326.16 ms [2021-06-01 08:31:01 main:574] : INFO : Epoch 1809 | loss: 0.0311661 | val_loss: 0.0311713 | Time: 5311.5 ms [2021-06-01 08:31:06 main:574] : INFO : Epoch 1810 | loss: 0.0311652 | val_loss: 0.0311722 | Time: 5253.2 ms [2021-06-01 08:31:12 main:574] : INFO : Epoch 1811 | loss: 0.0311653 | val_loss: 0.0311718 | Time: 5304.19 ms [2021-06-01 08:31:17 main:574] : INFO : Epoch 1812 | loss: 0.0311649 | val_loss: 0.0311725 | Time: 5366.77 ms [2021-06-01 08:31:23 main:574] : INFO : Epoch 1813 | loss: 0.0311643 | val_loss: 0.031175 | Time: 5273.83 ms [2021-06-01 08:31:28 main:574] : INFO : Epoch 1814 | loss: 0.0311648 | val_loss: 0.0311753 | Time: 5318.71 ms [2021-06-01 08:31:34 main:574] : INFO : Epoch 1815 | loss: 0.0311641 | val_loss: 0.0311726 | Time: 5258.52 ms [2021-06-01 08:31:39 main:574] : INFO : Epoch 1816 | loss: 0.0311653 | val_loss: 0.0311712 | Time: 5286.21 ms [2021-06-01 08:31:45 main:574] : INFO : Epoch 1817 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 5275.39 ms [2021-06-01 08:31:51 main:574] : INFO : Epoch 1818 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 5391.38 ms [2021-06-01 08:31:56 main:574] : INFO : Epoch 1819 | loss: 0.0311647 | val_loss: 0.0311753 | Time: 5306.29 ms [2021-06-01 08:32:01 main:574] : INFO : Epoch 1820 | loss: 0.0311664 | val_loss: 0.0311722 | Time: 5294.16 ms [2021-06-01 08:32:07 main:574] : INFO : Epoch 1821 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 5254.58 ms [2021-06-01 08:32:13 main:574] : INFO : Epoch 1822 | loss: 0.0311639 | val_loss: 0.0311712 | Time: 5357.64 ms [2021-06-01 08:32:19 main:574] : INFO : Epoch 1823 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 5362.34 ms [2021-06-01 08:32:24 main:574] : INFO : Epoch 1824 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 5330.27 ms [2021-06-01 08:32:30 main:574] : INFO : Epoch 1825 | loss: 0.0311626 | val_loss: 0.0311755 | Time: 5365.37 ms [2021-06-01 08:32:35 main:574] : INFO : Epoch 1826 | loss: 0.0311631 | val_loss: 0.0311761 | Time: 5314.49 ms [2021-06-01 08:32:41 main:574] : INFO : Epoch 1827 | loss: 0.0311641 | val_loss: 0.031174 | Time: 5261.68 ms [2021-06-01 08:32:46 main:574] : INFO : Epoch 1828 | loss: 0.0311629 | val_loss: 0.0311794 | Time: 5321.71 ms [2021-06-01 08:32:52 main:574] : INFO : Epoch 1829 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 5357.92 ms [2021-06-01 08:32:57 main:574] : INFO : Epoch 1830 | loss: 0.0311637 | val_loss: 0.0311737 | Time: 5328.02 ms [2021-06-01 08:33:03 main:574] : INFO : Epoch 1831 | loss: 0.0311622 | val_loss: 0.0311731 | Time: 5316.4 ms [2021-06-01 08:33:08 main:574] : INFO : Epoch 1832 | loss: 0.0311624 | val_loss: 0.0311792 | Time: 5312.53 ms [2021-06-01 08:33:14 main:574] : INFO : Epoch 1833 | loss: 0.0311628 | val_loss: 0.0311746 | Time: 5390.71 ms [2021-06-01 08:33:19 main:574] : INFO : Epoch 1834 | loss: 0.0311631 | val_loss: 0.0311759 | Time: 5314.72 ms [2021-06-01 08:33:25 main:574] : INFO : Epoch 1835 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 5284.4 ms [2021-06-01 08:33:30 main:574] : INFO : Epoch 1836 | loss: 0.0311665 | val_loss: 0.031176 | Time: 5307.24 ms [2021-06-01 08:33:36 main:574] : INFO : Epoch 1837 | loss: 0.0311647 | val_loss: 0.0311748 | Time: 5300.33 ms [2021-06-01 08:33:41 main:574] : INFO : Epoch 1838 | loss: 0.0311694 | val_loss: 0.0311788 | Time: 5263.05 ms [2021-06-01 08:33:47 main:574] : INFO : Epoch 1839 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 5282.54 ms [2021-06-01 08:33:53 main:574] : INFO : Epoch 1840 | loss: 0.0311703 | val_loss: 0.0311806 | Time: 5522.67 ms [2021-06-01 08:33:58 main:574] : INFO : Epoch 1841 | loss: 0.0311711 | val_loss: 0.0311818 | Time: 5369.94 ms [2021-06-01 08:34:04 main:574] : INFO : Epoch 1842 | loss: 0.0311696 | val_loss: 0.0311803 | Time: 5294.15 ms [2021-06-01 08:34:09 main:574] : INFO : Epoch 1843 | loss: 0.0311709 | val_loss: 0.0311755 | Time: 5288.88 ms [2021-06-01 08:34:15 main:574] : INFO : Epoch 1844 | loss: 0.0311711 | val_loss: 0.0311751 | Time: 5294.65 ms [2021-06-01 08:34:21 main:574] : INFO : Epoch 1845 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 5255.35 ms [2021-06-01 08:34:26 main:574] : INFO : Epoch 1846 | loss: 0.0311675 | val_loss: 0.0311746 | Time: 5301.9 ms [2021-06-01 08:34:32 main:574] : INFO : Epoch 1847 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 5311.48 ms [2021-06-01 08:34:37 main:574] : INFO : Epoch 1848 | loss: 0.0311654 | val_loss: 0.0311771 | Time: 5264.51 ms [2021-06-01 08:34:43 main:574] : INFO : Epoch 1849 | loss: 0.0311671 | val_loss: 0.0311776 | Time: 5267.01 ms [2021-06-01 08:34:49 main:574] : INFO : Epoch 1850 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 5382.93 ms [2021-06-01 08:34:54 main:574] : INFO : Epoch 1851 | loss: 0.031166 | val_loss: 0.0311744 | Time: 5377.14 ms [2021-06-01 08:35:00 main:574] : INFO : Epoch 1852 | loss: 0.0311646 | val_loss: 0.0311731 | Time: 5276.44 ms [2021-06-01 08:35:05 main:574] : INFO : Epoch 1853 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 5314.99 ms [2021-06-01 08:35:11 main:574] : INFO : Epoch 1854 | loss: 0.0311639 | val_loss: 0.0311764 | Time: 5259.18 ms [2021-06-01 08:35:16 main:574] : INFO : Epoch 1855 | loss: 0.031164 | val_loss: 0.031176 | Time: 5339.89 ms [2021-06-01 08:35:22 main:574] : INFO : Epoch 1856 | loss: 0.0311648 | val_loss: 0.0311768 | Time: 5318.44 ms [2021-06-01 08:35:27 main:574] : INFO : Epoch 1857 | loss: 0.0311641 | val_loss: 0.0311794 | Time: 5358.52 ms [2021-06-01 08:35:33 main:574] : INFO : Epoch 1858 | loss: 0.0311643 | val_loss: 0.031182 | Time: 5364.23 ms [2021-06-01 08:35:38 main:574] : INFO : Epoch 1859 | loss: 0.0311658 | val_loss: 0.0311764 | Time: 5317.47 ms [2021-06-01 08:35:44 main:574] : INFO : Epoch 1860 | loss: 0.0311636 | val_loss: 0.0311754 | Time: 5335.19 ms [2021-06-01 08:35:49 main:574] : INFO : Epoch 1861 | loss: 0.0311634 | val_loss: 0.0311748 | Time: 5292.65 ms [2021-06-01 08:35:55 main:574] : INFO : Epoch 1862 | loss: 0.0311633 | val_loss: 0.0311789 | Time: 5325.16 ms [2021-06-01 08:36:00 main:574] : INFO : Epoch 1863 | loss: 0.0311632 | val_loss: 0.0311757 | Time: 5237.92 ms [2021-06-01 08:36:06 main:574] : INFO : Epoch 1864 | loss: 0.0311651 | val_loss: 0.0311787 | Time: 5309.07 ms [2021-06-01 08:36:11 main:574] : INFO : Epoch 1865 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 5273.64 ms [2021-06-01 08:36:17 main:574] : INFO : Epoch 1866 | loss: 0.0311635 | val_loss: 0.0311741 | Time: 5332.57 ms [2021-06-01 08:36:22 main:574] : INFO : Epoch 1867 | loss: 0.0311628 | val_loss: 0.031175 | Time: 5329.58 ms [2021-06-01 08:36:28 main:574] : INFO : Epoch 1868 | loss: 0.0311633 | val_loss: 0.0311753 | Time: 5295.2 ms [2021-06-01 08:36:33 main:574] : INFO : Epoch 1869 | loss: 0.0311626 | val_loss: 0.031176 | Time: 5315.57 ms [2021-06-01 08:36:39 main:574] : INFO : Epoch 1870 | loss: 0.0311621 | val_loss: 0.0311754 | Time: 5316.34 ms [2021-06-01 08:36:44 main:574] : INFO : Epoch 1871 | loss: 0.0311624 | val_loss: 0.0311817 | Time: 5311.02 ms [2021-06-01 08:36:50 main:574] : INFO : Epoch 1872 | loss: 0.0311645 | val_loss: 0.0311777 | Time: 5329.25 ms [2021-06-01 08:36:55 main:574] : INFO : Epoch 1873 | loss: 0.0311618 | val_loss: 0.031175 | Time: 5260.59 ms [2021-06-01 08:37:00 main:574] : INFO : Epoch 1874 | loss: 0.0311628 | val_loss: 0.0311753 | Time: 5289.48 ms [2021-06-01 08:37:06 main:574] : INFO : Epoch 1875 | loss: 0.0311632 | val_loss: 0.0311766 | Time: 5236.89 ms [2021-06-01 08:37:11 main:574] : INFO : Epoch 1876 | loss: 0.0311636 | val_loss: 0.0311795 | Time: 5338.61 ms [2021-06-01 08:37:17 main:574] : INFO : Epoch 1877 | loss: 0.031163 | val_loss: 0.0311746 | Time: 5245.44 ms [2021-06-01 08:37:22 main:574] : INFO : Epoch 1878 | loss: 0.0311617 | val_loss: 0.0311782 | Time: 5326.12 ms [2021-06-01 08:37:28 main:574] : INFO : Epoch 1879 | loss: 0.0311651 | val_loss: 0.0311798 | Time: 5340.81 ms [2021-06-01 08:37:34 main:574] : INFO : Epoch 1880 | loss: 0.0311661 | val_loss: 0.0311775 | Time: 5255.5 ms [2021-06-01 08:37:39 main:574] : INFO : Epoch 1881 | loss: 0.0311644 | val_loss: 0.0311746 | Time: 5317.86 ms [2021-06-01 08:37:45 main:574] : INFO : Epoch 1882 | loss: 0.0311696 | val_loss: 0.0311773 | Time: 5223.89 ms [2021-06-01 08:37:50 main:574] : INFO : Epoch 1883 | loss: 0.0311776 | val_loss: 0.0311768 | Time: 5321.14 ms [2021-06-01 08:37:56 main:574] : INFO : Epoch 1884 | loss: 0.031181 | val_loss: 0.0311772 | Time: 5335.33 ms [2021-06-01 08:38:01 main:574] : INFO : Epoch 1885 | loss: 0.0311781 | val_loss: 0.0311777 | Time: 5276.86 ms [2021-06-01 08:38:07 main:574] : INFO : Epoch 1886 | loss: 0.0311753 | val_loss: 0.0311753 | Time: 5287.26 ms [2021-06-01 08:38:12 main:574] : INFO : Epoch 1887 | loss: 0.0311719 | val_loss: 0.0311753 | Time: 5304.49 ms [2021-06-01 08:38:18 main:574] : INFO : Epoch 1888 | loss: 0.0311699 | val_loss: 0.0311731 | Time: 6036.62 ms [2021-06-01 08:38:24 main:574] : INFO : Epoch 1889 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 5344.2 ms [2021-06-01 08:38:29 main:574] : INFO : Epoch 1890 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 5322.38 ms [2021-06-01 08:38:35 main:574] : INFO : Epoch 1891 | loss: 0.0311664 | val_loss: 0.0311725 | Time: 5315.43 ms [2021-06-01 08:38:41 main:574] : INFO : Epoch 1892 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 5316.16 ms [2021-06-01 08:38:46 main:574] : INFO : Epoch 1893 | loss: 0.0311671 | val_loss: 0.0311713 | Time: 5251.25 ms [2021-06-01 08:38:52 main:574] : INFO : Epoch 1894 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 5334.51 ms [2021-06-01 08:38:57 main:574] : INFO : Epoch 1895 | loss: 0.0311659 | val_loss: 0.0311753 | Time: 5322.39 ms [2021-06-01 08:39:02 main:574] : INFO : Epoch 1896 | loss: 0.0311738 | val_loss: 0.0311802 | Time: 5261.54 ms [2021-06-01 08:39:08 main:574] : INFO : Epoch 1897 | loss: 0.0311736 | val_loss: 0.0311737 | Time: 5516.51 ms [2021-06-01 08:39:14 main:574] : INFO : Epoch 1898 | loss: 0.0311734 | val_loss: 0.0311756 | Time: 5289.39 ms [2021-06-01 08:39:19 main:574] : INFO : Epoch 1899 | loss: 0.0311721 | val_loss: 0.0311729 | Time: 5382.31 ms [2021-06-01 08:39:25 main:574] : INFO : Epoch 1900 | loss: 0.0311714 | val_loss: 0.0311716 | Time: 5295.79 ms [2021-06-01 08:39:31 main:574] : INFO : Epoch 1901 | loss: 0.0311712 | val_loss: 0.0311722 | Time: 5336.93 ms [2021-06-01 08:39:36 main:574] : INFO : Epoch 1902 | loss: 0.0311693 | val_loss: 0.0311723 | Time: 5312.73 ms [2021-06-01 08:39:42 main:574] : INFO : Epoch 1903 | loss: 0.0311696 | val_loss: 0.0311749 | Time: 5283.33 ms [2021-06-01 08:39:47 main:574] : INFO : Epoch 1904 | loss: 0.0311696 | val_loss: 0.0311738 | Time: 5295.22 ms [2021-06-01 08:39:53 main:574] : INFO : Epoch 1905 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 5298.87 ms [2021-06-01 08:39:58 main:574] : INFO : Epoch 1906 | loss: 0.0311678 | val_loss: 0.0311728 | Time: 5283.47 ms [2021-06-01 08:40:04 main:574] : INFO : Epoch 1907 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 5357.77 ms [2021-06-01 08:40:09 main:574] : INFO : Epoch 1908 | loss: 0.031175 | val_loss: 0.0311802 | Time: 5344.37 ms [2021-06-01 08:40:14 main:574] : INFO : Epoch 1909 | loss: 0.0338494 | val_loss: 0.033307 | Time: 5281.66 ms [2021-06-01 08:40:20 main:574] : INFO : Epoch 1910 | loss: 0.0356387 | val_loss: 0.0322608 | Time: 5295.99 ms [2021-06-01 08:40:25 main:574] : INFO : Epoch 1911 | loss: 0.0317509 | val_loss: 0.0315731 | Time: 5239.15 ms [2021-06-01 08:40:31 main:574] : INFO : Epoch 1912 | loss: 0.0313336 | val_loss: 0.0312517 | Time: 5258.79 ms [2021-06-01 08:40:36 main:574] : INFO : Epoch 1913 | loss: 0.0312281 | val_loss: 0.0312065 | Time: 5332.64 ms [2021-06-01 08:40:42 main:574] : INFO : Epoch 1914 | loss: 0.0312087 | val_loss: 0.0312044 | Time: 5268.92 ms [2021-06-01 08:40:47 main:574] : INFO : Epoch 1915 | loss: 0.0312048 | val_loss: 0.0311984 | Time: 5292.68 ms [2021-06-01 08:40:53 main:574] : INFO : Epoch 1916 | loss: 0.0312013 | val_loss: 0.0312018 | Time: 5277.04 ms [2021-06-01 08:40:58 main:574] : INFO : Epoch 1917 | loss: 0.0312046 | val_loss: 0.0312074 | Time: 5330.28 ms [2021-06-01 08:41:04 main:574] : INFO : Epoch 1918 | loss: 0.031203 | val_loss: 0.0311976 | Time: 5323.07 ms [2021-06-01 08:41:09 main:574] : INFO : Epoch 1919 | loss: 0.031198 | val_loss: 0.0311935 | Time: 5253.66 ms [2021-06-01 08:41:15 main:574] : INFO : Epoch 1920 | loss: 0.0311967 | val_loss: 0.0311929 | Time: 5337.05 ms [2021-06-01 08:41:21 main:574] : INFO : Epoch 1921 | loss: 0.0311959 | val_loss: 0.031192 | Time: 5301.06 ms [2021-06-01 08:41:26 main:574] : INFO : Epoch 1922 | loss: 0.0311947 | val_loss: 0.0311939 | Time: 5285.6 ms [2021-06-01 08:41:32 main:574] : INFO : Epoch 1923 | loss: 0.0311929 | val_loss: 0.0311874 | Time: 5318.01 ms [2021-06-01 08:41:38 main:574] : INFO : Epoch 1924 | loss: 0.0311897 | val_loss: 0.0311887 | Time: 5383.05 ms [2021-06-01 08:41:43 main:574] : INFO : Epoch 1925 | loss: 0.0311888 | val_loss: 0.0311863 | Time: 5681.4 ms [2021-06-01 08:41:51 main:574] : INFO : Epoch 1926 | loss: 0.0311881 | val_loss: 0.0311844 | Time: 7380.27 ms [2021-06-01 08:41:56 main:574] : INFO : Epoch 1927 | loss: 0.0311873 | val_loss: 0.0311839 | Time: 5345.22 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX) [2021-06-01 12:22:45 main:435] : INFO : Set logging level to 1 [2021-06-01 12:22:47 main:441] : INFO : Running in BOINC Client mode [2021-06-01 12:22:48 main:444] : INFO : Resolving all filenames [2021-06-01 12:22:49 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-06-01 12:22:49 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619582323-18714-3_0_r2058382846_1 (exists = 1) [2021-06-01 12:22:50 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619582323-18714-3_0_r2058382846_0 (exists = 0) [2021-06-01 12:22:51 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619582323-18714-3 (exists = 1) [2021-06-01 12:22:51 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-01 12:22:52 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-06-01 12:22:53 main:474] : INFO : Configuration: [2021-06-01 12:22:54 main:475] : INFO : Model type: GRU [2021-06-01 12:22:54 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-01 12:22:55 main:477] : INFO : Max Epochs: 2048 [2021-06-01 12:22:56 main:478] : INFO : Batch Size: 128 [2021-06-01 12:22:56 main:479] : INFO : Learning Rate: 0.01 [2021-06-01 12:22:57 main:480] : INFO : Patience: 10 [2021-06-01 12:22:57 main:481] : INFO : Hidden Width: 12 [2021-06-01 12:22:58 main:482] : INFO : # Recurrent Layers: 4 [2021-06-01 12:22:58 main:483] : INFO : # Backend Layers: 4 [2021-06-01 12:22:59 main:484] : INFO : # Threads: 1 [2021-06-01 12:22:59 main:486] : INFO : Preparing Dataset [2021-06-01 12:23:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 12:23:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 12:23:13 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-01 12:23:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 12:23:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 12:23:14 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-01 12:23:15 main:494] : INFO : Creating Model [2021-06-01 12:23:15 main:507] : INFO : Preparing config file [2021-06-01 12:23:15 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-01 12:23:15 main:512] : INFO : Loading config [2021-06-01 12:23:15 main:514] : INFO : Loading state [2021-06-01 12:23:18 main:559] : INFO : Loading DataLoader into Memory [2021-06-01 12:23:19 main:562] : INFO : Starting Training [2021-06-01 12:23:27 main:574] : INFO : Epoch 1923 | loss: 0.0326296 | val_loss: 0.031327 | Time: 7771.92 ms [2021-06-01 12:23:32 main:574] : INFO : Epoch 1924 | loss: 0.0312882 | val_loss: 0.0312252 | Time: 5617.33 ms [2021-06-01 12:23:38 main:574] : INFO : Epoch 1925 | loss: 0.0312073 | val_loss: 0.0311831 | Time: 5424.4 ms [2021-06-01 12:23:44 main:574] : INFO : Epoch 1926 | loss: 0.0311753 | val_loss: 0.0311713 | Time: 5714.42 ms [2021-06-01 12:23:50 main:574] : INFO : Epoch 1927 | loss: 0.0311698 | val_loss: 0.0311697 | Time: 5408.97 ms [2021-06-01 12:23:56 main:574] : INFO : Epoch 1928 | loss: 0.0311677 | val_loss: 0.0311688 | Time: 5629.79 ms [2021-06-01 12:24:01 main:574] : INFO : Epoch 1929 | loss: 0.0311661 | val_loss: 0.0311696 | Time: 5298.55 ms [2021-06-01 12:24:07 main:574] : INFO : Epoch 1930 | loss: 0.0311667 | val_loss: 0.031168 | Time: 5925.18 ms [2021-06-01 12:24:13 main:574] : INFO : Epoch 1931 | loss: 0.0311675 | val_loss: 0.0311682 | Time: 5804.43 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce 940MX) [2021-06-01 15:46:32 main:435] : INFO : Set logging level to 1 [2021-06-01 15:46:33 main:441] : INFO : Running in BOINC Client mode [2021-06-01 15:46:33 main:444] : INFO : Resolving all filenames [2021-06-01 15:46:34 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-06-01 15:46:35 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619582323-18714-3_0_r2058382846_1 (exists = 1) [2021-06-01 15:46:35 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619582323-18714-3_0_r2058382846_0 (exists = 0) [2021-06-01 15:46:36 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1619582323-18714-3 (exists = 1) [2021-06-01 15:46:38 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-06-01 15:46:39 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-06-01 15:46:39 main:474] : INFO : Configuration: [2021-06-01 15:46:40 main:475] : INFO : Model type: GRU [2021-06-01 15:46:40 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-06-01 15:46:41 main:477] : INFO : Max Epochs: 2048 [2021-06-01 15:46:41 main:478] : INFO : Batch Size: 128 [2021-06-01 15:46:41 main:479] : INFO : Learning Rate: 0.01 [2021-06-01 15:46:41 main:480] : INFO : Patience: 10 [2021-06-01 15:46:42 main:481] : INFO : Hidden Width: 12 [2021-06-01 15:46:42 main:482] : INFO : # Recurrent Layers: 4 [2021-06-01 15:46:42 main:483] : INFO : # Backend Layers: 4 [2021-06-01 15:46:42 main:484] : INFO : # Threads: 1 [2021-06-01 15:46:43 main:486] : INFO : Preparing Dataset [2021-06-01 15:46:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 15:46:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 15:46:54 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-06-01 15:46:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 15:46:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-06-01 15:46:55 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-06-01 15:46:55 main:494] : INFO : Creating Model [2021-06-01 15:46:55 main:507] : INFO : Preparing config file [2021-06-01 15:46:55 main:511] : INFO : Found checkpoint, attempting to load... [2021-06-01 15:46:55 main:512] : INFO : Loading config [2021-06-01 15:46:55 main:514] : INFO : Loading state [2021-06-01 15:46:59 main:559] : INFO : Loading DataLoader into Memory [2021-06-01 15:46:59 main:562] : INFO : Starting Training [2021-06-01 15:47:06 main:574] : INFO : Epoch 1928 | loss: 0.0313763 | val_loss: 0.0312413 | Time: 7487.88 ms [2021-06-01 15:47:13 main:574] : INFO : Epoch 1929 | loss: 0.0312013 | val_loss: 0.0311753 | Time: 5857.48 ms [2021-06-01 15:47:18 main:574] : INFO : Epoch 1930 | loss: 0.0311687 | val_loss: 0.0311693 | Time: 5334.45 ms [2021-06-01 15:47:23 main:574] : INFO : Epoch 1931 | loss: 0.0311649 | val_loss: 0.0311662 | Time: 5438.79 ms [2021-06-01 15:47:29 main:574] : INFO : Epoch 1932 | loss: 0.0311637 | val_loss: 0.031165 | Time: 5389.51 ms [2021-06-01 15:47:37 main:574] : INFO : Epoch 1933 | loss: 0.0311636 | val_loss: 0.0311659 | Time: 7313.72 ms [2021-06-01 15:47:42 main:574] : INFO : Epoch 1934 | loss: 0.031162 | val_loss: 0.0311655 | Time: 5548.71 ms [2021-06-01 15:47:48 main:574] : INFO : Epoch 1935 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 5479.55 ms [2021-06-01 15:47:53 main:574] : INFO : Epoch 1936 | loss: 0.0311611 | val_loss: 0.0311659 | Time: 5275.13 ms [2021-06-01 15:47:59 main:574] : INFO : Epoch 1937 | loss: 0.0311624 | val_loss: 0.0311673 | Time: 5379.18 ms [2021-06-01 15:48:05 main:574] : INFO : Epoch 1938 | loss: 0.031163 | val_loss: 0.0311653 | Time: 5298.78 ms [2021-06-01 15:48:10 main:574] : INFO : Epoch 1939 | loss: 0.0311631 | val_loss: 0.0311675 | Time: 5346.11 ms [2021-06-01 15:48:16 main:574] : INFO : Epoch 1940 | loss: 0.031164 | val_loss: 0.0311736 | Time: 5258.96 ms [2021-06-01 15:48:22 main:574] : INFO : Epoch 1941 | loss: 0.0311669 | val_loss: 0.0311701 | Time: 6756.18 ms [2021-06-01 15:48:28 main:574] : INFO : Epoch 1942 | loss: 0.0311656 | val_loss: 0.0311699 | Time: 5381.49 ms [2021-06-01 15:48:33 main:574] : INFO : Epoch 1943 | loss: 0.0311653 | val_loss: 0.0311672 | Time: 5330.24 ms [2021-06-01 15:48:39 main:574] : INFO : Epoch 1944 | loss: 0.0311637 | val_loss: 0.0311676 | Time: 5380.43 ms [2021-06-01 15:48:44 main:574] : INFO : Epoch 1945 | loss: 0.0311642 | val_loss: 0.0311675 | Time: 5256.53 ms [2021-06-01 15:48:50 main:574] : INFO : Epoch 1946 | loss: 0.0311628 | val_loss: 0.0311675 | Time: 5297.58 ms [2021-06-01 15:48:55 main:574] : INFO : Epoch 1947 | loss: 0.0311638 | val_loss: 0.0311707 | Time: 5318.84 ms [2021-06-01 15:49:01 main:574] : INFO : Epoch 1948 | loss: 0.0311636 | val_loss: 0.0311712 | Time: 5275.31 ms [2021-06-01 15:49:08 main:574] : INFO : Epoch 1949 | loss: 0.0311635 | val_loss: 0.0311692 | Time: 5661.07 ms [2021-06-01 15:49:22 main:574] : INFO : Epoch 1950 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 13891.6 ms [2021-06-01 15:49:28 main:574] : INFO : Epoch 1951 | loss: 0.0311621 | val_loss: 0.0311679 | Time: 5492.73 ms [2021-06-01 15:49:33 main:574] : INFO : Epoch 1952 | loss: 0.0311638 | val_loss: 0.0311724 | Time: 5428.96 ms [2021-06-01 15:49:41 main:574] : INFO : Epoch 1953 | loss: 0.0311649 | val_loss: 0.0311656 | Time: 5478.28 ms [2021-06-01 15:49:47 main:574] : INFO : Epoch 1954 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 5534.59 ms [2021-06-01 15:49:53 main:574] : INFO : Epoch 1955 | loss: 0.0311666 | val_loss: 0.0311688 | Time: 5750.84 ms [2021-06-01 15:49:59 main:574] : INFO : Epoch 1956 | loss: 0.0311675 | val_loss: 0.0311706 | Time: 5203.96 ms [2021-06-01 15:50:04 main:574] : INFO : Epoch 1957 | loss: 0.0311688 | val_loss: 0.0311736 | Time: 5286.33 ms [2021-06-01 15:50:15 main:574] : INFO : Epoch 1958 | loss: 0.0311666 | val_loss: 0.03117 | Time: 9281.2 ms [2021-06-01 15:50:21 main:574] : INFO : Epoch 1959 | loss: 0.0311668 | val_loss: 0.0311689 | Time: 5174.48 ms [2021-06-01 15:50:28 main:574] : INFO : Epoch 1960 | loss: 0.0311661 | val_loss: 0.0311694 | Time: 7508.42 ms [2021-06-01 15:50:35 main:574] : INFO : Epoch 1961 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 5472 ms [2021-06-01 15:50:40 main:574] : INFO : Epoch 1962 | loss: 0.0311632 | val_loss: 0.0311689 | Time: 5239.72 ms [2021-06-01 15:50:45 main:574] : INFO : Epoch 1963 | loss: 0.0311626 | val_loss: 0.0311707 | Time: 5482.86 ms [2021-06-01 15:50:51 main:574] : INFO : Epoch 1964 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 5328.61 ms [2021-06-01 15:50:58 main:574] : INFO : Epoch 1965 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 5222.81 ms [2021-06-01 15:51:03 main:574] : INFO : Epoch 1966 | loss: 0.031162 | val_loss: 0.0311711 | Time: 5278.17 ms [2021-06-01 15:51:09 main:574] : INFO : Epoch 1967 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 5313.67 ms [2021-06-01 15:51:14 main:574] : INFO : Epoch 1968 | loss: 0.031164 | val_loss: 0.0311703 | Time: 5291.78 ms [2021-06-01 15:51:21 main:574] : INFO : Epoch 1969 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 5264.53 ms [2021-06-01 15:51:26 main:574] : INFO : Epoch 1970 | loss: 0.0311638 | val_loss: 0.0311667 | Time: 5320.83 ms [2021-06-01 15:51:32 main:574] : INFO : Epoch 1971 | loss: 0.0311617 | val_loss: 0.0311692 | Time: 5293.24 ms [2021-06-01 15:51:38 main:574] : INFO : Epoch 1972 | loss: 0.0311606 | val_loss: 0.0311668 | Time: 5780.39 ms [2021-06-01 15:51:44 main:574] : INFO : Epoch 1973 | loss: 0.0311602 | val_loss: 0.0311686 | Time: 5178.64 ms [2021-06-01 15:51:49 main:574] : INFO : Epoch 1974 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 5193.68 ms [2021-06-01 15:51:55 main:574] : INFO : Epoch 1975 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 5570.42 ms [2021-06-01 15:52:01 main:574] : INFO : Epoch 1976 | loss: 0.0311629 | val_loss: 0.0311669 | Time: 5273.18 ms [2021-06-01 15:52:06 main:574] : INFO : Epoch 1977 | loss: 0.0311637 | val_loss: 0.0311721 | Time: 5318.26 ms [2021-06-01 15:52:12 main:574] : INFO : Epoch 1978 | loss: 0.0311628 | val_loss: 0.0311687 | Time: 5288.62 ms [2021-06-01 15:52:17 main:574] : INFO : Epoch 1979 | loss: 0.0311611 | val_loss: 0.0311674 | Time: 5243.81 ms [2021-06-01 15:52:23 main:574] : INFO : Epoch 1980 | loss: 0.0311602 | val_loss: 0.0311709 | Time: 5230.35 ms [2021-06-01 15:52:28 main:574] : INFO : Epoch 1981 | loss: 0.03116 | val_loss: 0.031169 | Time: 5314.04 ms [2021-06-01 15:52:34 main:574] : INFO : Epoch 1982 | loss: 0.0311591 | val_loss: 0.0311685 | Time: 5276.9 ms [2021-06-01 15:52:39 main:574] : INFO : Epoch 1983 | loss: 0.031159 | val_loss: 0.0311659 | Time: 5234.23 ms [2021-06-01 15:52:44 main:574] : INFO : Epoch 1984 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 5219.77 ms [2021-06-01 15:52:50 main:574] : INFO : Epoch 1985 | loss: 0.0311594 | val_loss: 0.0311663 | Time: 5278.8 ms [2021-06-01 15:52:55 main:574] : INFO : Epoch 1986 | loss: 0.0311586 | val_loss: 0.0311685 | Time: 5283.25 ms [2021-06-01 15:53:01 main:574] : INFO : Epoch 1987 | loss: 0.0311578 | val_loss: 0.0311696 | Time: 5250.65 ms [2021-06-01 15:53:06 main:574] : INFO : Epoch 1988 | loss: 0.0311587 | val_loss: 0.0311688 | Time: 5298.23 ms [2021-06-01 15:53:12 main:574] : INFO : Epoch 1989 | loss: 0.0311619 | val_loss: 0.0311682 | Time: 5222.99 ms [2021-06-01 15:53:17 main:574] : INFO : Epoch 1990 | loss: 0.0311613 | val_loss: 0.031165 | Time: 5225.03 ms [2021-06-01 15:53:23 main:574] : INFO : Epoch 1991 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 5264.22 ms [2021-06-01 15:53:28 main:574] : INFO : Epoch 1992 | loss: 0.0311586 | val_loss: 0.0311713 | Time: 5386.12 ms [2021-06-01 15:53:34 main:574] : INFO : Epoch 1993 | loss: 0.0311593 | val_loss: 0.0311702 | Time: 5305.77 ms [2021-06-01 15:53:39 main:574] : INFO : Epoch 1994 | loss: 0.0311574 | val_loss: 0.031171 | Time: 5331.47 ms [2021-06-01 15:53:45 main:574] : INFO : Epoch 1995 | loss: 0.0311575 | val_loss: 0.031173 | Time: 5373.05 ms [2021-06-01 15:53:50 main:574] : INFO : Epoch 1996 | loss: 0.0311587 | val_loss: 0.0311703 | Time: 5188.62 ms [2021-06-01 15:53:56 main:574] : INFO : Epoch 1997 | loss: 0.0311599 | val_loss: 0.0311693 | Time: 5339.32 ms [2021-06-01 15:54:02 main:574] : INFO : Epoch 1998 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 6074.67 ms [2021-06-01 15:54:10 main:574] : INFO : Epoch 1999 | loss: 0.0311599 | val_loss: 0.0311744 | Time: 7690.95 ms [2021-06-01 15:54:16 main:574] : INFO : Epoch 2000 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 5373.78 ms [2021-06-01 15:54:22 main:574] : INFO : Epoch 2001 | loss: 0.0311616 | val_loss: 0.0311736 | Time: 6302.77 ms [2021-06-01 15:54:29 main:574] : INFO : Epoch 2002 | loss: 0.0311619 | val_loss: 0.03117 | Time: 6711.22 ms [2021-06-01 15:54:35 main:574] : INFO : Epoch 2003 | loss: 0.0311591 | val_loss: 0.0311705 | Time: 5900.96 ms [2021-06-01 15:54:42 main:574] : INFO : Epoch 2004 | loss: 0.0311599 | val_loss: 0.0311693 | Time: 6685.38 ms [2021-06-01 15:54:48 main:574] : INFO : Epoch 2005 | loss: 0.0311599 | val_loss: 0.0311677 | Time: 5389.86 ms [2021-06-01 15:54:54 main:574] : INFO : Epoch 2006 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 6316.18 ms [2021-06-01 15:55:00 main:574] : INFO : Epoch 2007 | loss: 0.0311622 | val_loss: 0.0311676 | Time: 5206.35 ms [2021-06-01 15:55:05 main:574] : INFO : Epoch 2008 | loss: 0.0311606 | val_loss: 0.0311698 | Time: 5397.52 ms [2021-06-01 15:55:16 main:574] : INFO : Epoch 2009 | loss: 0.0311636 | val_loss: 0.0311695 | Time: 6622.81 ms [2021-06-01 15:55:22 main:574] : INFO : Epoch 2010 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 5295.14 ms [2021-06-01 15:55:28 main:574] : INFO : Epoch 2011 | loss: 0.0311629 | val_loss: 0.0311721 | Time: 5734.65 ms [2021-06-01 15:55:35 main:574] : INFO : Epoch 2012 | loss: 0.031163 | val_loss: 0.03117 | Time: 5248.58 ms [2021-06-01 15:55:41 main:574] : INFO : Epoch 2013 | loss: 0.0311637 | val_loss: 0.0311728 | Time: 5269.99 ms [2021-06-01 15:55:47 main:574] : INFO : Epoch 2014 | loss: 0.0311633 | val_loss: 0.0311677 | Time: 5357.38 ms [2021-06-01 15:55:52 main:574] : INFO : Epoch 2015 | loss: 0.0311623 | val_loss: 0.0311651 | Time: 5239.15 ms [2021-06-01 15:55:59 main:574] : INFO : Epoch 2016 | loss: 0.0311607 | val_loss: 0.0311673 | Time: 5308.41 ms [2021-06-01 15:56:04 main:574] : INFO : Epoch 2017 | loss: 0.0311628 | val_loss: 0.031172 | Time: 5263.91 ms [2021-06-01 15:56:11 main:574] : INFO : Epoch 2018 | loss: 0.0311658 | val_loss: 0.0311707 | Time: 6734.79 ms [2021-06-01 15:56:17 main:574] : INFO : Epoch 2019 | loss: 0.0311621 | val_loss: 0.0311699 | Time: 5261.13 ms [2021-06-01 15:56:22 main:574] : INFO : Epoch 2020 | loss: 0.0311655 | val_loss: 0.0311722 | Time: 5362.6 ms [2021-06-01 15:56:30 main:574] : INFO : Epoch 2021 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 7089.94 ms [2021-06-01 15:56:35 main:574] : INFO : Epoch 2022 | loss: 0.031166 | val_loss: 0.0311721 | Time: 5342.67 ms [2021-06-01 15:56:41 main:574] : INFO : Epoch 2023 | loss: 0.0311655 | val_loss: 0.0311759 | Time: 5263.96 ms [2021-06-01 15:56:46 main:574] : INFO : Epoch 2024 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 5254.53 ms [2021-06-01 15:56:52 main:574] : INFO : Epoch 2025 | loss: 0.0311639 | val_loss: 0.031173 | Time: 5335.28 ms [2021-06-01 15:56:57 main:574] : INFO : Epoch 2026 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 5331.96 ms [2021-06-01 15:57:03 main:574] : INFO : Epoch 2027 | loss: 0.0311788 | val_loss: 0.0311801 | Time: 5295.28 ms [2021-06-01 15:57:08 main:574] : INFO : Epoch 2028 | loss: 0.0311743 | val_loss: 0.0311781 | Time: 5311.41 ms [2021-06-01 15:57:13 main:574] : INFO : Epoch 2029 | loss: 0.031171 | val_loss: 0.0311735 | Time: 5302.7 ms [2021-06-01 15:57:19 main:574] : INFO : Epoch 2030 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 5266.79 ms [2021-06-01 15:57:24 main:574] : INFO : Epoch 2031 | loss: 0.0311669 | val_loss: 0.0311715 | Time: 5320.03 ms [2021-06-01 15:57:30 main:574] : INFO : Epoch 2032 | loss: 0.0311647 | val_loss: 0.0311718 | Time: 5326.26 ms [2021-06-01 15:57:35 main:574] : INFO : Epoch 2033 | loss: 0.0311642 | val_loss: 0.0311759 | Time: 5265.12 ms [2021-06-01 15:57:41 main:574] : INFO : Epoch 2034 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 5320.54 ms [2021-06-01 15:57:46 main:574] : INFO : Epoch 2035 | loss: 0.0311633 | val_loss: 0.0311766 | Time: 5313.33 ms [2021-06-01 15:57:52 main:574] : INFO : Epoch 2036 | loss: 0.031166 | val_loss: 0.0311774 | Time: 5296.54 ms [2021-06-01 15:57:57 main:574] : INFO : Epoch 2037 | loss: 0.031171 | val_loss: 0.031177 | Time: 5400.81 ms [2021-06-01 15:58:03 main:574] : INFO : Epoch 2038 | loss: 0.0311731 | val_loss: 0.0311731 | Time: 5219.12 ms [2021-06-01 15:58:08 main:574] : INFO : Epoch 2039 | loss: 0.0311709 | val_loss: 0.031174 | Time: 5280.52 ms [2021-06-01 15:58:14 main:574] : INFO : Epoch 2040 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 5320.22 ms [2021-06-01 15:58:19 main:574] : INFO : Epoch 2041 | loss: 0.0311702 | val_loss: 0.0311713 | Time: 5317.3 ms [2021-06-01 15:58:24 main:574] : INFO : Epoch 2042 | loss: 0.0311683 | val_loss: 0.0311718 | Time: 5261.66 ms [2021-06-01 15:58:30 main:574] : INFO : Epoch 2043 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 5314.15 ms [2021-06-01 15:58:35 main:574] : INFO : Epoch 2044 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 5308.28 ms [2021-06-01 15:58:41 main:574] : INFO : Epoch 2045 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 5335.04 ms [2021-06-01 15:58:46 main:574] : INFO : Epoch 2046 | loss: 0.0311666 | val_loss: 0.0311735 | Time: 5341.41 ms [2021-06-01 15:58:52 main:574] : INFO : Epoch 2047 | loss: 0.0311656 | val_loss: 0.0311738 | Time: 5257.36 ms [2021-06-01 15:58:57 main:574] : INFO : Epoch 2048 | loss: 0.031165 | val_loss: 0.0311752 | Time: 5318.08 ms [2021-06-01 15:58:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311752 [2021-06-01 15:58:57 main:603] : INFO : Saving end state to config to file [2021-06-01 15:58:57 main:608] : INFO : Success, exiting.. 15:58:57 (1092): 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)