Task 6921819
| Name | ParityMachine-1627975455-30414-3_1 |
| Workunit | 4533205 |
| Created | 26 Aug 2021, 14:28:05 UTC |
| Sent | 26 Aug 2021, 15:39:49 UTC |
| Report deadline | 2 Sep 2021, 15:39:49 UTC |
| Received | 30 Aug 2021, 10:33:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7556 |
| Run time | 43 min 16 sec |
| CPU time | 42 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,158.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version>
<![CDATA[
<stderr_txt>
load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-08-30 09:17:32 main:494] : INFO : Creating Model
[2021-08-30 09:17:32 main:507] : INFO : Preparing config file
[2021-08-30 09:17:32 main:511] : INFO : Found checkpoint, attempting to load...
[2021-08-30 09:17:32 main:512] : INFO : Loading config
[2021-08-30 09:17:32 main:514] : INFO : Loading state
[2021-08-30 09:17:33 main:559] : INFO : Loading DataLoader into Memory
[2021-08-30 09:17:33 main:562] : INFO : Starting Training
[2021-08-30 09:17:34 main:574] : INFO : Epoch 1737 | loss: 0.0315878 | val_loss: 0.0312459 | Time: 1365.88 ms
[2021-08-30 09:17:35 main:574] : INFO : Epoch 1738 | loss: 0.0312126 | val_loss: 0.0311963 | Time: 1140.89 ms
[2021-08-30 09:17:36 main:574] : INFO : Epoch 1739 | loss: 0.0311772 | val_loss: 0.031173 | Time: 1146.08 ms
[2021-08-30 09:17:38 main:574] : INFO : Epoch 1740 | loss: 0.0311714 | val_loss: 0.0311689 | Time: 1159.35 ms
[2021-08-30 09:17:39 main:574] : INFO : Epoch 1741 | loss: 0.0311655 | val_loss: 0.0311658 | Time: 1149.93 ms
[2021-08-30 09:17:40 main:574] : INFO : Epoch 1742 | loss: 0.0311647 | val_loss: 0.031165 | Time: 1180.32 ms
[2021-08-30 09:17:41 main:574] : INFO : Epoch 1743 | loss: 0.0311649 | val_loss: 0.0311657 | Time: 1166.87 ms
[2021-08-30 09:17:42 main:574] : INFO : Epoch 1744 | loss: 0.0311649 | val_loss: 0.0311652 | Time: 1176.65 ms
[2021-08-30 09:17:43 main:574] : INFO : Epoch 1745 | loss: 0.0311637 | val_loss: 0.0311674 | Time: 1156.46 ms
[2021-08-30 09:17:45 main:574] : INFO : Epoch 1746 | loss: 0.0311647 | val_loss: 0.0311692 | Time: 1164.81 ms
[2021-08-30 09:17:46 main:574] : INFO : Epoch 1747 | loss: 0.0311646 | val_loss: 0.0311653 | Time: 1173.35 ms
[2021-08-30 09:17:47 main:574] : INFO : Epoch 1748 | loss: 0.0311627 | val_loss: 0.0311651 | Time: 1166.57 ms
[2021-08-30 09:17:48 main:574] : INFO : Epoch 1749 | loss: 0.0311633 | val_loss: 0.0311641 | Time: 1153.81 ms
[2021-08-30 09:17:49 main:574] : INFO : Epoch 1750 | loss: 0.0311624 | val_loss: 0.031165 | Time: 1166.89 ms
[2021-08-30 09:17:50 main:574] : INFO : Epoch 1751 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 1169.36 ms
[2021-08-30 09:17:52 main:574] : INFO : Epoch 1752 | loss: 0.0311621 | val_loss: 0.0311638 | Time: 1155.54 ms
[2021-08-30 09:17:53 main:574] : INFO : Epoch 1753 | loss: 0.0311611 | val_loss: 0.0311639 | Time: 1154.41 ms
[2021-08-30 09:17:54 main:574] : INFO : Epoch 1754 | loss: 0.0311605 | val_loss: 0.0311646 | Time: 1152.1 ms
[2021-08-30 09:17:55 main:574] : INFO : Epoch 1755 | loss: 0.0311589 | val_loss: 0.0311637 | Time: 1178.31 ms
[2021-08-30 09:17:56 main:574] : INFO : Epoch 1756 | loss: 0.0311582 | val_loss: 0.0311661 | Time: 1174.61 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 SUPER)
[2021-08-30 12:12:58 main:435] : INFO : Set logging level to 1
[2021-08-30 12:12:58 main:441] : INFO : Running in BOINC Client mode
[2021-08-30 12:12:58 main:444] : INFO : Resolving all filenames
[2021-08-30 12:12:58 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1)
[2021-08-30 12:12:58 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1627975455-30414-3_1_r684859068_1 (exists = 1)
[2021-08-30 12:12:58 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1627975455-30414-3_1_r684859068_0 (exists = 0)
[2021-08-30 12:12:58 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1627975455-30414-3 (exists = 1)
[2021-08-30 12:12:58 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-08-30 12:12:58 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5
[2021-08-30 12:12:58 main:474] : INFO : Configuration:
[2021-08-30 12:12:58 main:475] : INFO : Model type: GRU
[2021-08-30 12:12:58 main:476] : INFO : Validation Loss Threshold: 0.0001
[2021-08-30 12:12:58 main:477] : INFO : Max Epochs: 2048
[2021-08-30 12:12:58 main:478] : INFO : Batch Size: 128
[2021-08-30 12:12:58 main:479] : INFO : Learning Rate: 0.01
[2021-08-30 12:12:58 main:480] : INFO : Patience: 10
[2021-08-30 12:12:58 main:481] : INFO : Hidden Width: 12
[2021-08-30 12:12:58 main:482] : INFO : # Recurrent Layers: 4
[2021-08-30 12:12:58 main:483] : INFO : # Backend Layers: 4
[2021-08-30 12:12:58 main:484] : INFO : # Threads: 1
[2021-08-30 12:12:58 main:486] : INFO : Preparing Dataset
[2021-08-30 12:12:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-08-30 12:12:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-08-30 12:12:59 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-08-30 12:12:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-08-30 12:12:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-08-30 12:12:59 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-08-30 12:12:59 main:494] : INFO : Creating Model
[2021-08-30 12:12:59 main:507] : INFO : Preparing config file
[2021-08-30 12:12:59 main:511] : INFO : Found checkpoint, attempting to load...
[2021-08-30 12:12:59 main:512] : INFO : Loading config
[2021-08-30 12:12:59 main:514] : INFO : Loading state
[2021-08-30 12:13:00 main:559] : INFO : Loading DataLoader into Memory
[2021-08-30 12:13:00 main:562] : INFO : Starting Training
[2021-08-30 12:13:02 main:574] : INFO : Epoch 1737 | loss: 0.0317149 | val_loss: 0.0312866 | Time: 1446.47 ms
[2021-08-30 12:13:03 main:574] : INFO : Epoch 1738 | loss: 0.0312337 | val_loss: 0.0312048 | Time: 1137.89 ms
[2021-08-30 12:13:04 main:574] : INFO : Epoch 1739 | loss: 0.0311793 | val_loss: 0.031172 | Time: 1144.32 ms
[2021-08-30 12:13:05 main:574] : INFO : Epoch 1740 | loss: 0.0311687 | val_loss: 0.0311711 | Time: 1151.61 ms
[2021-08-30 12:13:06 main:574] : INFO : Epoch 1741 | loss: 0.0311665 | val_loss: 0.0311676 | Time: 1165.01 ms
[2021-08-30 12:13:07 main:574] : INFO : Epoch 1742 | loss: 0.0311663 | val_loss: 0.0311693 | Time: 1173.07 ms
[2021-08-30 12:13:09 main:574] : INFO : Epoch 1743 | loss: 0.0311656 | val_loss: 0.0311673 | Time: 1174.92 ms
[2021-08-30 12:13:10 main:574] : INFO : Epoch 1744 | loss: 0.0311647 | val_loss: 0.0311687 | Time: 1155 ms
[2021-08-30 12:13:11 main:574] : INFO : Epoch 1745 | loss: 0.0311649 | val_loss: 0.0311678 | Time: 1161.93 ms
[2021-08-30 12:13:12 main:574] : INFO : Epoch 1746 | loss: 0.0311646 | val_loss: 0.0311682 | Time: 1153.86 ms
[2021-08-30 12:13:13 main:574] : INFO : Epoch 1747 | loss: 0.0311656 | val_loss: 0.0311681 | Time: 1156.64 ms
[2021-08-30 12:13:14 main:574] : INFO : Epoch 1748 | loss: 0.0311649 | val_loss: 0.031167 | Time: 1157.4 ms
[2021-08-30 12:13:16 main:574] : INFO : Epoch 1749 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 1145.66 ms
[2021-08-30 12:13:17 main:574] : INFO : Epoch 1750 | loss: 0.0311667 | val_loss: 0.0311696 | Time: 1149.16 ms
[2021-08-30 12:13:18 main:574] : INFO : Epoch 1751 | loss: 0.0311657 | val_loss: 0.0311667 | Time: 1140.33 ms
[2021-08-30 12:13:19 main:574] : INFO : Epoch 1752 | loss: 0.0311642 | val_loss: 0.031168 | Time: 1147.44 ms
[2021-08-30 12:13:20 main:574] : INFO : Epoch 1753 | loss: 0.0311641 | val_loss: 0.0311668 | Time: 1139.09 ms
[2021-08-30 12:13:21 main:574] : INFO : Epoch 1754 | loss: 0.0311628 | val_loss: 0.031165 | Time: 1147.31 ms
[2021-08-30 12:13:22 main:574] : INFO : Epoch 1755 | loss: 0.0311629 | val_loss: 0.0311661 | Time: 1173.45 ms
[2021-08-30 12:13:24 main:574] : INFO : Epoch 1756 | loss: 0.0311623 | val_loss: 0.0311652 | Time: 1166.99 ms
[2021-08-30 12:13:25 main:574] : INFO : Epoch 1757 | loss: 0.0311613 | val_loss: 0.0311651 | Time: 1140.85 ms
[2021-08-30 12:13:26 main:574] : INFO : Epoch 1758 | loss: 0.0311616 | val_loss: 0.0311635 | Time: 1143 ms
[2021-08-30 12:13:27 main:574] : INFO : Epoch 1759 | loss: 0.0311602 | val_loss: 0.0311635 | Time: 1147.81 ms
[2021-08-30 12:13:28 main:574] : INFO : Epoch 1760 | loss: 0.0311603 | val_loss: 0.0311641 | Time: 1138.05 ms
[2021-08-30 12:13:29 main:574] : INFO : Epoch 1761 | loss: 0.0311599 | val_loss: 0.0311641 | Time: 1154.66 ms
[2021-08-30 12:13:31 main:574] : INFO : Epoch 1762 | loss: 0.0311609 | val_loss: 0.0311683 | Time: 1138.45 ms
[2021-08-30 12:13:32 main:574] : INFO : Epoch 1763 | loss: 0.0311596 | val_loss: 0.0311642 | Time: 1135.55 ms
[2021-08-30 12:13:33 main:574] : INFO : Epoch 1764 | loss: 0.0311586 | val_loss: 0.031164 | Time: 1135.27 ms
[2021-08-30 12:13:34 main:574] : INFO : Epoch 1765 | loss: 0.0311583 | val_loss: 0.0311652 | Time: 1140.52 ms
[2021-08-30 12:13:35 main:574] : INFO : Epoch 1766 | loss: 0.0311601 | val_loss: 0.0311676 | Time: 1147.94 ms
[2021-08-30 12:13:36 main:574] : INFO : Epoch 1767 | loss: 0.0311598 | val_loss: 0.0311655 | Time: 1157.58 ms
[2021-08-30 12:13:37 main:574] : INFO : Epoch 1768 | loss: 0.0311582 | val_loss: 0.0311637 | Time: 1151.31 ms
[2021-08-30 12:13:39 main:574] : INFO : Epoch 1769 | loss: 0.0311574 | val_loss: 0.0311645 | Time: 1149.35 ms
[2021-08-30 12:13:40 main:574] : INFO : Epoch 1770 | loss: 0.031157 | val_loss: 0.0311632 | Time: 1187.62 ms
[2021-08-30 12:13:41 main:574] : INFO : Epoch 1771 | loss: 0.0311575 | val_loss: 0.0311618 | Time: 1174.24 ms
[2021-08-30 12:13:42 main:574] : INFO : Epoch 1772 | loss: 0.0311563 | val_loss: 0.0311638 | Time: 1166.79 ms
[2021-08-30 12:13:43 main:574] : INFO : Epoch 1773 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 1178.51 ms
[2021-08-30 12:13:44 main:574] : INFO : Epoch 1774 | loss: 0.0311623 | val_loss: 0.0311648 | Time: 1163.2 ms
[2021-08-30 12:13:46 main:574] : INFO : Epoch 1775 | loss: 0.0311566 | val_loss: 0.0311626 | Time: 1160.13 ms
[2021-08-30 12:13:47 main:574] : INFO : Epoch 1776 | loss: 0.0311569 | val_loss: 0.0311626 | Time: 1172.11 ms
[2021-08-30 12:13:48 main:574] : INFO : Epoch 1777 | loss: 0.0311562 | val_loss: 0.031161 | Time: 1186.76 ms
[2021-08-30 12:13:49 main:574] : INFO : Epoch 1778 | loss: 0.031155 | val_loss: 0.0311592 | Time: 1153.71 ms
[2021-08-30 12:13:50 main:574] : INFO : Epoch 1779 | loss: 0.0311556 | val_loss: 0.0311583 | Time: 1144.84 ms
[2021-08-30 12:13:51 main:574] : INFO : Epoch 1780 | loss: 0.0311545 | val_loss: 0.0311599 | Time: 1142.25 ms
[2021-08-30 12:13:53 main:574] : INFO : Epoch 1781 | loss: 0.0311537 | val_loss: 0.0311588 | Time: 1146.99 ms
[2021-08-30 12:13:54 main:574] : INFO : Epoch 1782 | loss: 0.031155 | val_loss: 0.0311601 | Time: 1145.45 ms
[2021-08-30 12:13:55 main:574] : INFO : Epoch 1783 | loss: 0.0311541 | val_loss: 0.0311576 | Time: 1143.78 ms
[2021-08-30 12:13:56 main:574] : INFO : Epoch 1784 | loss: 0.0311551 | val_loss: 0.0311595 | Time: 1145.06 ms
[2021-08-30 12:13:57 main:574] : INFO : Epoch 1785 | loss: 0.031157 | val_loss: 0.0311609 | Time: 1139.48 ms
[2021-08-30 12:13:58 main:574] : INFO : Epoch 1786 | loss: 0.0311563 | val_loss: 0.0311616 | Time: 1253.8 ms
[2021-08-30 12:14:00 main:574] : INFO : Epoch 1787 | loss: 0.0311559 | val_loss: 0.0311598 | Time: 1162.92 ms
[2021-08-30 12:14:01 main:574] : INFO : Epoch 1788 | loss: 0.0311558 | val_loss: 0.0311617 | Time: 1207.85 ms
[2021-08-30 12:14:02 main:574] : INFO : Epoch 1789 | loss: 0.0311546 | val_loss: 0.0311601 | Time: 1163.48 ms
[2021-08-30 12:14:03 main:574] : INFO : Epoch 1790 | loss: 0.0311612 | val_loss: 0.0311797 | Time: 1165.7 ms
[2021-08-30 12:14:04 main:574] : INFO : Epoch 1791 | loss: 0.0311639 | val_loss: 0.0311634 | Time: 1169.76 ms
[2021-08-30 12:14:05 main:574] : INFO : Epoch 1792 | loss: 0.0311608 | val_loss: 0.0311643 | Time: 1162.46 ms
[2021-08-30 12:14:07 main:574] : INFO : Epoch 1793 | loss: 0.0311602 | val_loss: 0.0311649 | Time: 1156.29 ms
[2021-08-30 12:14:08 main:574] : INFO : Epoch 1794 | loss: 0.031165 | val_loss: 0.0311684 | Time: 1161.38 ms
[2021-08-30 12:14:09 main:574] : INFO : Epoch 1795 | loss: 0.0311687 | val_loss: 0.0311676 | Time: 1147.75 ms
[2021-08-30 12:14:10 main:574] : INFO : Epoch 1796 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 1140.52 ms
[2021-08-30 12:14:11 main:574] : INFO : Epoch 1797 | loss: 0.0311714 | val_loss: 0.0311713 | Time: 1152.86 ms
[2021-08-30 12:14:12 main:574] : INFO : Epoch 1798 | loss: 0.0311673 | val_loss: 0.0311728 | Time: 1147.42 ms
[2021-08-30 12:14:14 main:574] : INFO : Epoch 1799 | loss: 0.0311658 | val_loss: 0.0311694 | Time: 1163.76 ms
[2021-08-30 12:14:15 main:574] : INFO : Epoch 1800 | loss: 0.0311654 | val_loss: 0.0311679 | Time: 1159.38 ms
[2021-08-30 12:14:16 main:574] : INFO : Epoch 1801 | loss: 0.0311665 | val_loss: 0.0311728 | Time: 1174.14 ms
[2021-08-30 12:14:17 main:574] : INFO : Epoch 1802 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 1152.43 ms
[2021-08-30 12:14:18 main:574] : INFO : Epoch 1803 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 1173.72 ms
[2021-08-30 12:14:19 main:574] : INFO : Epoch 1804 | loss: 0.0311635 | val_loss: 0.0311687 | Time: 1158.26 ms
[2021-08-30 12:14:21 main:574] : INFO : Epoch 1805 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 1149.77 ms
[2021-08-30 12:14:22 main:574] : INFO : Epoch 1806 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 1175.05 ms
[2021-08-30 12:14:23 main:574] : INFO : Epoch 1807 | loss: 0.0311625 | val_loss: 0.0311685 | Time: 1166.29 ms
[2021-08-30 12:14:24 main:574] : INFO : Epoch 1808 | loss: 0.0311622 | val_loss: 0.0311684 | Time: 1161.33 ms
[2021-08-30 12:14:25 main:574] : INFO : Epoch 1809 | loss: 0.0311624 | val_loss: 0.0311698 | Time: 1161.3 ms
[2021-08-30 12:14:26 main:574] : INFO : Epoch 1810 | loss: 0.0311614 | val_loss: 0.031169 | Time: 1158.38 ms
[2021-08-30 12:14:28 main:574] : INFO : Epoch 1811 | loss: 0.0311639 | val_loss: 0.031171 | Time: 1161.13 ms
[2021-08-30 12:14:29 main:574] : INFO : Epoch 1812 | loss: 0.0311656 | val_loss: 0.0311725 | Time: 1147.01 ms
[2021-08-30 12:14:30 main:574] : INFO : Epoch 1813 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 1153.49 ms
[2021-08-30 12:14:31 main:574] : INFO : Epoch 1814 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 1179.01 ms
[2021-08-30 12:14:32 main:574] : INFO : Epoch 1815 | loss: 0.0311609 | val_loss: 0.0311689 | Time: 1158.44 ms
[2021-08-30 12:14:33 main:574] : INFO : Epoch 1816 | loss: 0.0311606 | val_loss: 0.0311688 | Time: 1166.9 ms
[2021-08-30 12:14:34 main:574] : INFO : Epoch 1817 | loss: 0.0311616 | val_loss: 0.0311718 | Time: 1150.69 ms
[2021-08-30 12:14:36 main:574] : INFO : Epoch 1818 | loss: 0.0311645 | val_loss: 0.0311684 | Time: 1152.95 ms
[2021-08-30 12:14:37 main:574] : INFO : Epoch 1819 | loss: 0.0311622 | val_loss: 0.0311708 | Time: 1155.27 ms
[2021-08-30 12:14:38 main:574] : INFO : Epoch 1820 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 1156.54 ms
[2021-08-30 12:14:39 main:574] : INFO : Epoch 1821 | loss: 0.031163 | val_loss: 0.0311692 | Time: 1161.88 ms
[2021-08-30 12:14:40 main:574] : INFO : Epoch 1822 | loss: 0.0311701 | val_loss: 0.0311736 | Time: 1150.66 ms
[2021-08-30 12:14:41 main:574] : INFO : Epoch 1823 | loss: 0.0311642 | val_loss: 0.0311679 | Time: 1151.02 ms
[2021-08-30 12:14:43 main:574] : INFO : Epoch 1824 | loss: 0.0311621 | val_loss: 0.0311673 | Time: 1156.29 ms
[2021-08-30 12:14:44 main:574] : INFO : Epoch 1825 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 1164.99 ms
[2021-08-30 12:14:45 main:574] : INFO : Epoch 1826 | loss: 0.0311618 | val_loss: 0.031168 | Time: 1159.73 ms
[2021-08-30 12:14:46 main:574] : INFO : Epoch 1827 | loss: 0.0311602 | val_loss: 0.0311671 | Time: 1146.11 ms
[2021-08-30 12:14:47 main:574] : INFO : Epoch 1828 | loss: 0.0311622 | val_loss: 0.0311664 | Time: 1153.83 ms
[2021-08-30 12:14:48 main:574] : INFO : Epoch 1829 | loss: 0.0311617 | val_loss: 0.0311678 | Time: 1181.3 ms
[2021-08-30 12:14:50 main:574] : INFO : Epoch 1830 | loss: 0.0311616 | val_loss: 0.031167 | Time: 1183.4 ms
[2021-08-30 12:14:51 main:574] : INFO : Epoch 1831 | loss: 0.0311607 | val_loss: 0.031165 | Time: 1179.77 ms
[2021-08-30 12:14:52 main:574] : INFO : Epoch 1832 | loss: 0.031161 | val_loss: 0.0311666 | Time: 1178.7 ms
[2021-08-30 12:14:53 main:574] : INFO : Epoch 1833 | loss: 0.0311603 | val_loss: 0.0311664 | Time: 1179 ms
[2021-08-30 12:14:54 main:574] : INFO : Epoch 1834 | loss: 0.0311598 | val_loss: 0.0311641 | Time: 1176.92 ms
[2021-08-30 12:14:55 main:574] : INFO : Epoch 1835 | loss: 0.0311602 | val_loss: 0.0311645 | Time: 1157.98 ms
[2021-08-30 12:14:57 main:574] : INFO : Epoch 1836 | loss: 0.0311597 | val_loss: 0.0311655 | Time: 1153.72 ms
[2021-08-30 12:14:58 main:574] : INFO : Epoch 1837 | loss: 0.0311597 | val_loss: 0.0311664 | Time: 1143.82 ms
[2021-08-30 12:14:59 main:574] : INFO : Epoch 1838 | loss: 0.0311601 | val_loss: 0.0311641 | Time: 1152.96 ms
[2021-08-30 12:15:00 main:574] : INFO : Epoch 1839 | loss: 0.0311587 | val_loss: 0.031164 | Time: 1177.2 ms
[2021-08-30 12:15:01 main:574] : INFO : Epoch 1840 | loss: 0.0311595 | val_loss: 0.0311642 | Time: 1157.11 ms
[2021-08-30 12:15:02 main:574] : INFO : Epoch 1841 | loss: 0.0311587 | val_loss: 0.0311624 | Time: 1149.6 ms
[2021-08-30 12:15:04 main:574] : INFO : Epoch 1842 | loss: 0.0311593 | val_loss: 0.0311659 | Time: 1150.5 ms
[2021-08-30 12:15:05 main:574] : INFO : Epoch 1843 | loss: 0.0311598 | val_loss: 0.0311636 | Time: 1151.86 ms
[2021-08-30 12:15:06 main:574] : INFO : Epoch 1844 | loss: 0.031159 | val_loss: 0.0311648 | Time: 1157.03 ms
[2021-08-30 12:15:07 main:574] : INFO : Epoch 1845 | loss: 0.0311588 | val_loss: 0.0311641 | Time: 1172.82 ms
[2021-08-30 12:15:08 main:574] : INFO : Epoch 1846 | loss: 0.0311596 | val_loss: 0.0311662 | Time: 1173.8 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 SUPER)
[2021-08-30 12:26:39 main:435] : INFO : Set logging level to 1
[2021-08-30 12:26:39 main:441] : INFO : Running in BOINC Client mode
[2021-08-30 12:26:39 main:444] : INFO : Resolving all filenames
[2021-08-30 12:26:39 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1)
[2021-08-30 12:26:39 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1627975455-30414-3_1_r684859068_1 (exists = 1)
[2021-08-30 12:26:39 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1627975455-30414-3_1_r684859068_0 (exists = 0)
[2021-08-30 12:26:39 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1627975455-30414-3 (exists = 1)
[2021-08-30 12:26:39 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-08-30 12:26:39 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5
[2021-08-30 12:26:39 main:474] : INFO : Configuration:
[2021-08-30 12:26:39 main:475] : INFO : Model type: GRU
[2021-08-30 12:26:39 main:476] : INFO : Validation Loss Threshold: 0.0001
[2021-08-30 12:26:39 main:477] : INFO : Max Epochs: 2048
[2021-08-30 12:26:39 main:478] : INFO : Batch Size: 128
[2021-08-30 12:26:39 main:479] : INFO : Learning Rate: 0.01
[2021-08-30 12:26:39 main:480] : INFO : Patience: 10
[2021-08-30 12:26:39 main:481] : INFO : Hidden Width: 12
[2021-08-30 12:26:39 main:482] : INFO : # Recurrent Layers: 4
[2021-08-30 12:26:39 main:483] : INFO : # Backend Layers: 4
[2021-08-30 12:26:39 main:484] : INFO : # Threads: 1
[2021-08-30 12:26:39 main:486] : INFO : Preparing Dataset
[2021-08-30 12:26:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-08-30 12:26:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-08-30 12:26:41 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-08-30 12:26:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-08-30 12:26:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory
[2021-08-30 12:26:41 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-08-30 12:26:41 main:494] : INFO : Creating Model
[2021-08-30 12:26:41 main:507] : INFO : Preparing config file
[2021-08-30 12:26:41 main:511] : INFO : Found checkpoint, attempting to load...
[2021-08-30 12:26:41 main:512] : INFO : Loading config
[2021-08-30 12:26:41 main:514] : INFO : Loading state
[2021-08-30 12:26:42 main:559] : INFO : Loading DataLoader into Memory
[2021-08-30 12:26:42 main:562] : INFO : Starting Training
[2021-08-30 12:26:43 main:574] : INFO : Epoch 1737 | loss: 0.0316902 | val_loss: 0.0313294 | Time: 1356.99 ms
[2021-08-30 12:26:44 main:574] : INFO : Epoch 1738 | loss: 0.0312354 | val_loss: 0.0311909 | Time: 1150.58 ms
[2021-08-30 12:26:45 main:574] : INFO : Epoch 1739 | loss: 0.0311785 | val_loss: 0.0311723 | Time: 1140.03 ms
[2021-08-30 12:26:46 main:574] : INFO : Epoch 1740 | loss: 0.0311674 | val_loss: 0.0311696 | Time: 1141.52 ms
[2021-08-30 12:26:48 main:574] : INFO : Epoch 1741 | loss: 0.0311673 | val_loss: 0.0311667 | Time: 1171.79 ms
[2021-08-30 12:26:49 main:574] : INFO : Epoch 1742 | loss: 0.0311651 | val_loss: 0.0311677 | Time: 1151.75 ms
[2021-08-30 12:26:50 main:574] : INFO : Epoch 1743 | loss: 0.0311631 | val_loss: 0.0311657 | Time: 1163.65 ms
[2021-08-30 12:26:51 main:574] : INFO : Epoch 1744 | loss: 0.0311631 | val_loss: 0.0311669 | Time: 1174.87 ms
[2021-08-30 12:26:52 main:574] : INFO : Epoch 1745 | loss: 0.0311642 | val_loss: 0.0311652 | Time: 1162.14 ms
[2021-08-30 12:26:53 main:574] : INFO : Epoch 1746 | loss: 0.031163 | val_loss: 0.0311654 | Time: 1171.64 ms
[2021-08-30 12:26:55 main:574] : INFO : Epoch 1747 | loss: 0.0311633 | val_loss: 0.0311657 | Time: 1156.2 ms
[2021-08-30 12:26:56 main:574] : INFO : Epoch 1748 | loss: 0.0311642 | val_loss: 0.0311681 | Time: 1136.5 ms
[2021-08-30 12:26:57 main:574] : INFO : Epoch 1749 | loss: 0.0311621 | val_loss: 0.0311659 | Time: 1153.62 ms
[2021-08-30 12:26:58 main:574] : INFO : Epoch 1750 | loss: 0.0311634 | val_loss: 0.0311672 | Time: 1160.78 ms
[2021-08-30 12:26:59 main:574] : INFO : Epoch 1751 | loss: 0.0311614 | val_loss: 0.0311671 | Time: 1140.05 ms
[2021-08-30 12:27:00 main:574] : INFO : Epoch 1752 | loss: 0.0311621 | val_loss: 0.031166 | Time: 1168.5 ms
[2021-08-30 12:27:01 main:574] : INFO : Epoch 1753 | loss: 0.0311612 | val_loss: 0.0311686 | Time: 1165.23 ms
[2021-08-30 12:27:03 main:574] : INFO : Epoch 1754 | loss: 0.0311607 | val_loss: 0.0311657 | Time: 1160.3 ms
[2021-08-30 12:27:04 main:574] : INFO : Epoch 1755 | loss: 0.0311606 | val_loss: 0.0311675 | Time: 1177.59 ms
[2021-08-30 12:27:05 main:574] : INFO : Epoch 1756 | loss: 0.0311599 | val_loss: 0.0311651 | Time: 1170.74 ms
[2021-08-30 12:27:06 main:574] : INFO : Epoch 1757 | loss: 0.0311605 | val_loss: 0.031163 | Time: 1141.7 ms
[2021-08-30 12:27:07 main:574] : INFO : Epoch 1758 | loss: 0.0311603 | val_loss: 0.031167 | Time: 1145.77 ms
[2021-08-30 12:27:08 main:574] : INFO : Epoch 1759 | loss: 0.0311627 | val_loss: 0.0311675 | Time: 1134.65 ms
[2021-08-30 12:27:10 main:574] : INFO : Epoch 1760 | loss: 0.0311628 | val_loss: 0.0311684 | Time: 1134.57 ms
[2021-08-30 12:27:11 main:574] : INFO : Epoch 1761 | loss: 0.0311623 | val_loss: 0.0311662 | Time: 1144.13 ms
[2021-08-30 12:27:12 main:574] : INFO : Epoch 1762 | loss: 0.0311619 | val_loss: 0.0311657 | Time: 1159.82 ms
[2021-08-30 12:27:13 main:574] : INFO : Epoch 1763 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 1136.67 ms
[2021-08-30 12:27:14 main:574] : INFO : Epoch 1764 | loss: 0.0311653 | val_loss: 0.0311754 | Time: 1138.72 ms
[2021-08-30 12:27:15 main:574] : INFO : Epoch 1765 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 1137.42 ms
[2021-08-30 12:27:16 main:574] : INFO : Epoch 1766 | loss: 0.031162 | val_loss: 0.031167 | Time: 1137.72 ms
[2021-08-30 12:27:18 main:574] : INFO : Epoch 1767 | loss: 0.0311611 | val_loss: 0.0311679 | Time: 1143.15 ms
[2021-08-30 12:27:19 main:574] : INFO : Epoch 1768 | loss: 0.0311607 | val_loss: 0.0311656 | Time: 1145.25 ms
[2021-08-30 12:27:20 main:574] : INFO : Epoch 1769 | loss: 0.0311621 | val_loss: 0.0311716 | Time: 1161.13 ms
[2021-08-30 12:27:21 main:574] : INFO : Epoch 1770 | loss: 0.031165 | val_loss: 0.031169 | Time: 1175.27 ms
[2021-08-30 12:27:22 main:574] : INFO : Epoch 1771 | loss: 0.031163 | val_loss: 0.0311678 | Time: 1167.45 ms
[2021-08-30 12:27:23 main:574] : INFO : Epoch 1772 | loss: 0.0311613 | val_loss: 0.031166 | Time: 1166.61 ms
[2021-08-30 12:27:25 main:574] : INFO : Epoch 1773 | loss: 0.0311615 | val_loss: 0.0311657 | Time: 1169.2 ms
[2021-08-30 12:27:26 main:574] : INFO : Epoch 1774 | loss: 0.0311606 | val_loss: 0.0311658 | Time: 1175.62 ms
[2021-08-30 12:27:27 main:574] : INFO : Epoch 1775 | loss: 0.0311612 | val_loss: 0.0311638 | Time: 1174.44 ms
[2021-08-30 12:27:28 main:574] : INFO : Epoch 1776 | loss: 0.0311616 | val_loss: 0.031163 | Time: 1162.9 ms
[2021-08-30 12:27:29 main:574] : INFO : Epoch 1777 | loss: 0.0311615 | val_loss: 0.0311642 | Time: 1159.68 ms
[2021-08-30 12:27:30 main:574] : INFO : Epoch 1778 | loss: 0.0311616 | val_loss: 0.0311621 | Time: 1145.97 ms
[2021-08-30 12:27:32 main:574] : INFO : Epoch 1779 | loss: 0.0311629 | val_loss: 0.0311635 | Time: 1143.38 ms
[2021-08-30 12:27:33 main:574] : INFO : Epoch 1780 | loss: 0.0311599 | val_loss: 0.0311646 | Time: 1148.39 ms
[2021-08-30 12:27:34 main:574] : INFO : Epoch 1781 | loss: 0.0311587 | val_loss: 0.0311637 | Time: 1148.42 ms
[2021-08-30 12:27:35 main:574] : INFO : Epoch 1782 | loss: 0.0311588 | val_loss: 0.0311646 | Time: 1137.71 ms
[2021-08-30 12:27:36 main:574] : INFO : Epoch 1783 | loss: 0.031159 | val_loss: 0.0311631 | Time: 1147.49 ms
[2021-08-30 12:27:37 main:574] : INFO : Epoch 1784 | loss: 0.0311574 | val_loss: 0.0311615 | Time: 1147.05 ms
[2021-08-30 12:27:38 main:574] : INFO : Epoch 1785 | loss: 0.0311572 | val_loss: 0.0311631 | Time: 1150.7 ms
[2021-08-30 12:27:40 main:574] : INFO : Epoch 1786 | loss: 0.0311573 | val_loss: 0.0311623 | Time: 1225.61 ms
[2021-08-30 12:27:41 main:574] : INFO : Epoch 1787 | loss: 0.0311565 | val_loss: 0.0311637 | Time: 1181.1 ms
[2021-08-30 12:27:42 main:574] : INFO : Epoch 1788 | loss: 0.0311564 | val_loss: 0.031164 | Time: 1265.11 ms
[2021-08-30 12:27:43 main:574] : INFO : Epoch 1789 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 1206.34 ms
[2021-08-30 12:27:45 main:574] : INFO : Epoch 1790 | loss: 0.0311566 | val_loss: 0.0311604 | Time: 1264.67 ms
[2021-08-30 12:27:46 main:574] : INFO : Epoch 1791 | loss: 0.0311549 | val_loss: 0.0311617 | Time: 1244.06 ms
[2021-08-30 12:27:47 main:574] : INFO : Epoch 1792 | loss: 0.0311544 | val_loss: 0.0311623 | Time: 1218.05 ms
[2021-08-30 12:27:48 main:574] : INFO : Epoch 1793 | loss: 0.0311553 | val_loss: 0.0311609 | Time: 1227.89 ms
[2021-08-30 12:27:50 main:574] : INFO : Epoch 1794 | loss: 0.0311544 | val_loss: 0.0311622 | Time: 1253.71 ms
[2021-08-30 12:27:51 main:574] : INFO : Epoch 1795 | loss: 0.0311542 | val_loss: 0.0311625 | Time: 1218.8 ms
[2021-08-30 12:27:52 main:574] : INFO : Epoch 1796 | loss: 0.031157 | val_loss: 0.0311629 | Time: 1191.66 ms
[2021-08-30 12:27:53 main:574] : INFO : Epoch 1797 | loss: 0.0311553 | val_loss: 0.0311636 | Time: 1202.28 ms
[2021-08-30 12:27:54 main:574] : INFO : Epoch 1798 | loss: 0.0311549 | val_loss: 0.0311648 | Time: 1180.68 ms
[2021-08-30 12:27:56 main:574] : INFO : Epoch 1799 | loss: 0.0311556 | val_loss: 0.0311642 | Time: 1201.16 ms
[2021-08-30 12:27:57 main:574] : INFO : Epoch 1800 | loss: 0.0311526 | val_loss: 0.0311631 | Time: 1198.18 ms
[2021-08-30 12:27:58 main:574] : INFO : Epoch 1801 | loss: 0.0311517 | val_loss: 0.031162 | Time: 1228.91 ms
[2021-08-30 12:27:59 main:574] : INFO : Epoch 1802 | loss: 0.0311531 | val_loss: 0.0311638 | Time: 1206.33 ms
[2021-08-30 12:28:00 main:574] : INFO : Epoch 1803 | loss: 0.0311529 | val_loss: 0.0311594 | Time: 1238.28 ms
[2021-08-30 12:28:02 main:574] : INFO : Epoch 1804 | loss: 0.0311533 | val_loss: 0.0311615 | Time: 1231.46 ms
[2021-08-30 12:28:03 main:574] : INFO : Epoch 1805 | loss: 0.0311533 | val_loss: 0.0311615 | Time: 1227.91 ms
[2021-08-30 12:28:04 main:574] : INFO : Epoch 1806 | loss: 0.0311514 | val_loss: 0.0311591 | Time: 1218.81 ms
[2021-08-30 12:28:05 main:574] : INFO : Epoch 1807 | loss: 0.0311516 | val_loss: 0.0311597 | Time: 1223.48 ms
[2021-08-30 12:28:07 main:574] : INFO : Epoch 1808 | loss: 0.0311508 | val_loss: 0.0311593 | Time: 1206.47 ms
[2021-08-30 12:28:08 main:574] : INFO : Epoch 1809 | loss: 0.0311499 | val_loss: 0.0311583 | Time: 1208.73 ms
[2021-08-30 12:28:09 main:574] : INFO : Epoch 1810 | loss: 0.0311495 | val_loss: 0.0311596 | Time: 1201.16 ms
[2021-08-30 12:28:10 main:574] : INFO : Epoch 1811 | loss: 0.0311499 | val_loss: 0.0311591 | Time: 1200.05 ms
[2021-08-30 12:28:11 main:574] : INFO : Epoch 1812 | loss: 0.0311497 | val_loss: 0.0311601 | Time: 1203.27 ms
[2021-08-30 12:28:13 main:574] : INFO : Epoch 1813 | loss: 0.0311492 | val_loss: 0.031159 | Time: 1209.22 ms
[2021-08-30 12:28:14 main:574] : INFO : Epoch 1814 | loss: 0.0311506 | val_loss: 0.0311604 | Time: 1213.49 ms
[2021-08-30 12:28:15 main:574] : INFO : Epoch 1815 | loss: 0.0311498 | val_loss: 0.031158 | Time: 1213.59 ms
[2021-08-30 12:28:16 main:574] : INFO : Epoch 1816 | loss: 0.0311497 | val_loss: 0.0311597 | Time: 1203.86 ms
[2021-08-30 12:28:17 main:574] : INFO : Epoch 1817 | loss: 0.0311536 | val_loss: 0.031164 | Time: 1199.54 ms
[2021-08-30 12:28:19 main:574] : INFO : Epoch 1818 | loss: 0.0311572 | val_loss: 0.0311607 | Time: 1216.52 ms
[2021-08-30 12:28:20 main:574] : INFO : Epoch 1819 | loss: 0.0311544 | val_loss: 0.0311582 | Time: 1222.22 ms
[2021-08-30 12:28:21 main:574] : INFO : Epoch 1820 | loss: 0.0311534 | val_loss: 0.0311579 | Time: 1214.28 ms
[2021-08-30 12:28:22 main:574] : INFO : Epoch 1821 | loss: 0.031152 | val_loss: 0.0311581 | Time: 1211.88 ms
[2021-08-30 12:28:23 main:574] : INFO : Epoch 1822 | loss: 0.0311544 | val_loss: 0.0311648 | Time: 1203.54 ms
[2021-08-30 12:28:25 main:574] : INFO : Epoch 1823 | loss: 0.0311533 | val_loss: 0.0311594 | Time: 1206.54 ms
[2021-08-30 12:28:26 main:574] : INFO : Epoch 1824 | loss: 0.0311501 | val_loss: 0.0311578 | Time: 1215.53 ms
[2021-08-30 12:28:27 main:574] : INFO : Epoch 1825 | loss: 0.031149 | val_loss: 0.0311598 | Time: 1222.58 ms
[2021-08-30 12:28:28 main:574] : INFO : Epoch 1826 | loss: 0.0311498 | val_loss: 0.0311592 | Time: 1219.73 ms
[2021-08-30 12:28:30 main:574] : INFO : Epoch 1827 | loss: 0.031151 | val_loss: 0.0311575 | Time: 1228.85 ms
[2021-08-30 12:28:31 main:574] : INFO : Epoch 1828 | loss: 0.0311499 | val_loss: 0.0311578 | Time: 1233.63 ms
[2021-08-30 12:28:32 main:574] : INFO : Epoch 1829 | loss: 0.0311492 | val_loss: 0.0311572 | Time: 1256.86 ms
[2021-08-30 12:28:33 main:574] : INFO : Epoch 1830 | loss: 0.0311487 | val_loss: 0.0311578 | Time: 1292.53 ms
[2021-08-30 12:28:35 main:574] : INFO : Epoch 1831 | loss: 0.0311498 | val_loss: 0.031165 | Time: 1274.28 ms
[2021-08-30 12:28:36 main:574] : INFO : Epoch 1832 | loss: 0.0311502 | val_loss: 0.0311565 | Time: 1251.77 ms
[2021-08-30 12:28:37 main:574] : INFO : Epoch 1833 | loss: 0.031151 | val_loss: 0.0311587 | Time: 1228.49 ms
[2021-08-30 12:28:38 main:574] : INFO : Epoch 1834 | loss: 0.0311513 | val_loss: 0.0311577 | Time: 1208.58 ms
[2021-08-30 12:28:40 main:574] : INFO : Epoch 1835 | loss: 0.0311514 | val_loss: 0.0311619 | Time: 1202.78 ms
[2021-08-30 12:28:41 main:574] : INFO : Epoch 1836 | loss: 0.0311516 | val_loss: 0.0311584 | Time: 1208.03 ms
[2021-08-30 12:28:42 main:574] : INFO : Epoch 1837 | loss: 0.0311505 | val_loss: 0.0311563 | Time: 1203.67 ms
[2021-08-30 12:28:43 main:574] : INFO : Epoch 1838 | loss: 0.0311512 | val_loss: 0.0311636 | Time: 1213.71 ms
[2021-08-30 12:28:44 main:574] : INFO : Epoch 1839 | loss: 0.0311491 | val_loss: 0.0311589 | Time: 1204.58 ms
[2021-08-30 12:28:46 main:574] : INFO : Epoch 1840 | loss: 0.0311475 | val_loss: 0.0311559 | Time: 1205.57 ms
[2021-08-30 12:28:47 main:574] : INFO : Epoch 1841 | loss: 0.0311467 | val_loss: 0.0311594 | Time: 1207.79 ms
[2021-08-30 12:28:48 main:574] : INFO : Epoch 1842 | loss: 0.0311489 | val_loss: 0.0311572 | Time: 1216.58 ms
[2021-08-30 12:28:49 main:574] : INFO : Epoch 1843 | loss: 0.0311476 | val_loss: 0.0311558 | Time: 1240.86 ms
[2021-08-30 12:28:50 main:574] : INFO : Epoch 1844 | loss: 0.0311467 | val_loss: 0.0311541 | Time: 1214.74 ms
[2021-08-30 12:28:52 main:574] : INFO : Epoch 1845 | loss: 0.0311468 | val_loss: 0.0311541 | Time: 1237.62 ms
[2021-08-30 12:28:53 main:574] : INFO : Epoch 1846 | loss: 0.031147 | val_loss: 0.031157 | Time: 1206.75 ms
[2021-08-30 12:28:54 main:574] : INFO : Epoch 1847 | loss: 0.031149 | val_loss: 0.0311576 | Time: 1221.8 ms
[2021-08-30 12:28:55 main:574] : INFO : Epoch 1848 | loss: 0.0311479 | val_loss: 0.0311533 | Time: 1219.28 ms
[2021-08-30 12:28:57 main:574] : INFO : Epoch 1849 | loss: 0.0311456 | val_loss: 0.031154 | Time: 1197.23 ms
[2021-08-30 12:28:58 main:574] : INFO : Epoch 1850 | loss: 0.0311465 | val_loss: 0.031153 | Time: 1212.69 ms
[2021-08-30 12:28:59 main:574] : INFO : Epoch 1851 | loss: 0.0311458 | val_loss: 0.0311534 | Time: 1194.03 ms
[2021-08-30 12:29:00 main:574] : INFO : Epoch 1852 | loss: 0.0311455 | val_loss: 0.0311526 | Time: 1225.73 ms
[2021-08-30 12:29:01 main:574] : INFO : Epoch 1853 | loss: 0.0311454 | val_loss: 0.0311549 | Time: 1207.61 ms
[2021-08-30 12:29:03 main:574] : INFO : Epoch 1854 | loss: 0.031147 | val_loss: 0.0311545 | Time: 1193.61 ms
[2021-08-30 12:29:04 main:574] : INFO : Epoch 1855 | loss: 0.0311445 | val_loss: 0.0311527 | Time: 1200.79 ms
[2021-08-30 12:29:05 main:574] : INFO : Epoch 1856 | loss: 0.0311457 | val_loss: 0.0311565 | Time: 1232.22 ms
[2021-08-30 12:29:06 main:574] : INFO : Epoch 1857 | loss: 0.031149 | val_loss: 0.0311553 | Time: 1230.16 ms
[2021-08-30 12:29:08 main:574] : INFO : Epoch 1858 | loss: 0.0311468 | val_loss: 0.0311592 | Time: 1233.73 ms
[2021-08-30 12:29:09 main:574] : INFO : Epoch 1859 | loss: 0.0311492 | val_loss: 0.0311553 | Time: 1230.41 ms
[2021-08-30 12:29:10 main:574] : INFO : Epoch 1860 | loss: 0.0311534 | val_loss: 0.0311631 | Time: 1240.62 ms
[2021-08-30 12:29:11 main:574] : INFO : Epoch 1861 | loss: 0.0311485 | val_loss: 0.031158 | Time: 1232 ms
[2021-08-30 12:29:12 main:574] : INFO : Epoch 1862 | loss: 0.0311462 | val_loss: 0.0311578 | Time: 1235.41 ms
[2021-08-30 12:29:14 main:574] : INFO : Epoch 1863 | loss: 0.0311466 | val_loss: 0.0311557 | Time: 1213.1 ms
[2021-08-30 12:29:15 main:574] : INFO : Epoch 1864 | loss: 0.0311476 | val_loss: 0.0311597 | Time: 1212.1 ms
[2021-08-30 12:29:16 main:574] : INFO : Epoch 1865 | loss: 0.0311487 | val_loss: 0.0311583 | Time: 1215.88 ms
[2021-08-30 12:29:17 main:574] : INFO : Epoch 1866 | loss: 0.0311467 | val_loss: 0.0311572 | Time: 1220.76 ms
[2021-08-30 12:29:19 main:574] : INFO : Epoch 1867 | loss: 0.0311477 | val_loss: 0.0311616 | Time: 1225.47 ms
[2021-08-30 12:29:20 main:574] : INFO : Epoch 1868 | loss: 0.0311489 | val_loss: 0.0311605 | Time: 1209.41 ms
[2021-08-30 12:29:21 main:574] : INFO : Epoch 1869 | loss: 0.0311479 | val_loss: 0.0311605 | Time: 1199.38 ms
[2021-08-30 12:29:22 main:574] : INFO : Epoch 1870 | loss: 0.0311459 | val_loss: 0.0311582 | Time: 1201.5 ms
[2021-08-30 12:29:23 main:574] : INFO : Epoch 1871 | loss: 0.0311463 | val_loss: 0.0311627 | Time: 1221.12 ms
[2021-08-30 12:29:25 main:574] : INFO : Epoch 1872 | loss: 0.0311487 | val_loss: 0.0311565 | Time: 1237.16 ms
[2021-08-30 12:29:26 main:574] : INFO : Epoch 1873 | loss: 0.0311466 | val_loss: 0.0311567 | Time: 1198.78 ms
[2021-08-30 12:29:27 main:574] : INFO : Epoch 1874 | loss: 0.0311453 | val_loss: 0.0311584 | Time: 1200.84 ms
[2021-08-30 12:29:28 main:574] : INFO : Epoch 1875 | loss: 0.0311469 | val_loss: 0.0311603 | Time: 1209.61 ms
[2021-08-30 12:29:29 main:574] : INFO : Epoch 1876 | loss: 0.0311465 | val_loss: 0.0311574 | Time: 1212.42 ms
[2021-08-30 12:29:31 main:574] : INFO : Epoch 1877 | loss: 0.0311456 | val_loss: 0.0311576 | Time: 1212.35 ms
[2021-08-30 12:29:32 main:574] : INFO : Epoch 1878 | loss: 0.0311454 | val_loss: 0.0311575 | Time: 1207 ms
[2021-08-30 12:29:33 main:574] : INFO : Epoch 1879 | loss: 0.0311442 | val_loss: 0.031154 | Time: 1209.53 ms
[2021-08-30 12:29:34 main:574] : INFO : Epoch 1880 | loss: 0.0311447 | val_loss: 0.0311547 | Time: 1203.27 ms
[2021-08-30 12:29:36 main:574] : INFO : Epoch 1881 | loss: 0.0311444 | val_loss: 0.0311556 | Time: 1202.66 ms
[2021-08-30 12:29:37 main:574] : INFO : Epoch 1882 | loss: 0.0311478 | val_loss: 0.0311608 | Time: 1206.75 ms
[2021-08-30 12:29:38 main:574] : INFO : Epoch 1883 | loss: 0.0311526 | val_loss: 0.0311612 | Time: 1224.92 ms
[2021-08-30 12:29:39 main:574] : INFO : Epoch 1884 | loss: 0.0311484 | val_loss: 0.0311552 | Time: 1216.56 ms
[2021-08-30 12:29:40 main:574] : INFO : Epoch 1885 | loss: 0.0311467 | val_loss: 0.0311562 | Time: 1268.44 ms
[2021-08-30 12:29:42 main:574] : INFO : Epoch 1886 | loss: 0.0311479 | val_loss: 0.031157 | Time: 1245.85 ms
[2021-08-30 12:29:43 main:574] : INFO : Epoch 1887 | loss: 0.0311491 | val_loss: 0.0311575 | Time: 1255.98 ms
[2021-08-30 12:29:44 main:574] : INFO : Epoch 1888 | loss: 0.031147 | val_loss: 0.0311569 | Time: 1239.17 ms
[2021-08-30 12:29:45 main:574] : INFO : Epoch 1889 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 1218.42 ms
[2021-08-30 12:29:47 main:574] : INFO : Epoch 1890 | loss: 0.0311452 | val_loss: 0.0311574 | Time: 1230.51 ms
[2021-08-30 12:29:48 main:574] : INFO : Epoch 1891 | loss: 0.0311439 | val_loss: 0.0311549 | Time: 1202.66 ms
[2021-08-30 12:29:49 main:574] : INFO : Epoch 1892 | loss: 0.0311441 | val_loss: 0.0311563 | Time: 1196.1 ms
[2021-08-30 12:29:50 main:574] : INFO : Epoch 1893 | loss: 0.0311435 | val_loss: 0.0311568 | Time: 1193.55 ms
[2021-08-30 12:29:51 main:574] : INFO : Epoch 1894 | loss: 0.0311441 | val_loss: 0.0311544 | Time: 1196.92 ms
[2021-08-30 12:29:53 main:574] : INFO : Epoch 1895 | loss: 0.0311462 | val_loss: 0.0311547 | Time: 1204.32 ms
[2021-08-30 12:29:54 main:574] : INFO : Epoch 1896 | loss: 0.0311483 | val_loss: 0.0311578 | Time: 1208.18 ms
[2021-08-30 12:29:55 main:574] : INFO : Epoch 1897 | loss: 0.0311467 | val_loss: 0.0311553 | Time: 1222.84 ms
[2021-08-30 12:29:56 main:574] : INFO : Epoch 1898 | loss: 0.0311464 | val_loss: 0.031155 | Time: 1231.48 ms
[2021-08-30 12:29:58 main:574] : INFO : Epoch 1899 | loss: 0.0311458 | val_loss: 0.0311553 | Time: 1235.48 ms
[2021-08-30 12:29:59 main:574] : INFO : Epoch 1900 | loss: 0.0311444 | val_loss: 0.0311549 | Time: 1228.15 ms
[2021-08-30 12:30:00 main:574] : INFO : Epoch 1901 | loss: 0.0311443 | val_loss: 0.0311552 | Time: 1248.15 ms
[2021-08-30 12:30:01 main:574] : INFO : Epoch 1902 | loss: 0.0311453 | val_loss: 0.0311544 | Time: 1243.94 ms
[2021-08-30 12:30:02 main:574] : INFO : Epoch 1903 | loss: 0.0311451 | val_loss: 0.0311546 | Time: 1221.42 ms
[2021-08-30 12:30:04 main:574] : INFO : Epoch 1904 | loss: 0.0311479 | val_loss: 0.0311572 | Time: 1214.58 ms
[2021-08-30 12:30:05 main:574] : INFO : Epoch 1905 | loss: 0.0311463 | val_loss: 0.0311603 | Time: 1225.25 ms
[2021-08-30 12:30:06 main:574] : INFO : Epoch 1906 | loss: 0.0311442 | val_loss: 0.0311543 | Time: 1207.81 ms
[2021-08-30 12:30:07 main:574] : INFO : Epoch 1907 | loss: 0.0311427 | val_loss: 0.0311528 | Time: 1191.72 ms
[2021-08-30 12:30:09 main:574] : INFO : Epoch 1908 | loss: 0.0311425 | val_loss: 0.0311531 | Time: 1211.02 ms
[2021-08-30 12:30:10 main:574] : INFO : Epoch 1909 | loss: 0.0311426 | val_loss: 0.0311527 | Time: 1199.35 ms
[2021-08-30 12:30:11 main:574] : INFO : Epoch 1910 | loss: 0.0311426 | val_loss: 0.0311519 | Time: 1191.03 ms
[2021-08-30 12:30:12 main:574] : INFO : Epoch 1911 | loss: 0.0311447 | val_loss: 0.0311602 | Time: 1198.78 ms
[2021-08-30 12:30:13 main:574] : INFO : Epoch 1912 | loss: 0.0311442 | val_loss: 0.0311508 | Time: 1213.25 ms
[2021-08-30 12:30:15 main:574] : INFO : Epoch 1913 | loss: 0.0311444 | val_loss: 0.0311532 | Time: 1222.59 ms
[2021-08-30 12:30:16 main:574] : INFO : Epoch 1914 | loss: 0.0311425 | val_loss: 0.0311518 | Time: 1241.45 ms
[2021-08-30 12:30:17 main:574] : INFO : Epoch 1915 | loss: 0.0311419 | val_loss: 0.0311519 | Time: 1235.63 ms
[2021-08-30 12:30:18 main:574] : INFO : Epoch 1916 | loss: 0.0311427 | val_loss: 0.0311517 | Time: 1253.89 ms
[2021-08-30 12:30:20 main:574] : INFO : Epoch 1917 | loss: 0.0311413 | val_loss: 0.0311516 | Time: 1248.23 ms
[2021-08-30 12:30:21 main:574] : INFO : Epoch 1918 | loss: 0.0311416 | val_loss: 0.031153 | Time: 1241.96 ms
[2021-08-30 12:30:22 main:574] : INFO : Epoch 1919 | loss: 0.0311422 | val_loss: 0.0311529 | Time: 1240.51 ms
[2021-08-30 12:30:23 main:574] : INFO : Epoch 1920 | loss: 0.0311417 | val_loss: 0.0311525 | Time: 1219.78 ms
[2021-08-30 12:30:25 main:574] : INFO : Epoch 1921 | loss: 0.0311428 | val_loss: 0.0311556 | Time: 1212.17 ms
[2021-08-30 12:30:26 main:574] : INFO : Epoch 1922 | loss: 0.0311414 | val_loss: 0.0311532 | Time: 1219.1 ms
[2021-08-30 12:30:27 main:574] : INFO : Epoch 1923 | loss: 0.0311421 | val_loss: 0.0311537 | Time: 1208.13 ms
[2021-08-30 12:30:28 main:574] : INFO : Epoch 1924 | loss: 0.0311437 | val_loss: 0.0311552 | Time: 1207.23 ms
[2021-08-30 12:30:29 main:574] : INFO : Epoch 1925 | loss: 0.0311456 | val_loss: 0.0311543 | Time: 1201.91 ms
[2021-08-30 12:30:31 main:574] : INFO : Epoch 1926 | loss: 0.0311458 | val_loss: 0.0311576 | Time: 1198.17 ms
[2021-08-30 12:30:32 main:574] : INFO : Epoch 1927 | loss: 0.0311491 | val_loss: 0.0311596 | Time: 1223.48 ms
[2021-08-30 12:30:33 main:574] : INFO : Epoch 1928 | loss: 0.0311476 | val_loss: 0.0311542 | Time: 1225.31 ms
[2021-08-30 12:30:34 main:574] : INFO : Epoch 1929 | loss: 0.0311465 | val_loss: 0.0311533 | Time: 1209.38 ms
[2021-08-30 12:30:35 main:574] : INFO : Epoch 1930 | loss: 0.0311448 | val_loss: 0.0311547 | Time: 1215.06 ms
[2021-08-30 12:30:37 main:574] : INFO : Epoch 1931 | loss: 0.0311448 | val_loss: 0.0311555 | Time: 1205.32 ms
[2021-08-30 12:30:38 main:574] : INFO : Epoch 1932 | loss: 0.0311456 | val_loss: 0.0311588 | Time: 1201.13 ms
[2021-08-30 12:30:39 main:574] : INFO : Epoch 1933 | loss: 0.0311443 | val_loss: 0.0311549 | Time: 1212.44 ms
[2021-08-30 12:30:40 main:574] : INFO : Epoch 1934 | loss: 0.0311445 | val_loss: 0.0311567 | Time: 1216.7 ms
[2021-08-30 12:30:41 main:574] : INFO : Epoch 1935 | loss: 0.0311425 | val_loss: 0.0311559 | Time: 1210.45 ms
[2021-08-30 12:30:43 main:574] : INFO : Epoch 1936 | loss: 0.0311432 | val_loss: 0.0311557 | Time: 1235.88 ms
[2021-08-30 12:30:44 main:574] : INFO : Epoch 1937 | loss: 0.0311422 | val_loss: 0.0311541 | Time: 1217.61 ms
[2021-08-30 12:30:45 main:574] : INFO : Epoch 1938 | loss: 0.0311418 | val_loss: 0.0311568 | Time: 1200.72 ms
[2021-08-30 12:30:46 main:574] : INFO : Epoch 1939 | loss: 0.0311415 | val_loss: 0.0311581 | Time: 1221.24 ms
[2021-08-30 12:30:48 main:574] : INFO : Epoch 1940 | loss: 0.0311415 | val_loss: 0.0311545 | Time: 1220.56 ms
[2021-08-30 12:30:49 main:574] : INFO : Epoch 1941 | loss: 0.0311402 | val_loss: 0.0311544 | Time: 1224.81 ms
[2021-08-30 12:30:50 main:574] : INFO : Epoch 1942 | loss: 0.0311407 | val_loss: 0.0311544 | Time: 1218.67 ms
[2021-08-30 12:30:51 main:574] : INFO : Epoch 1943 | loss: 0.031141 | val_loss: 0.031153 | Time: 1226.34 ms
[2021-08-30 12:30:53 main:574] : INFO : Epoch 1944 | loss: 0.0311406 | val_loss: 0.0311527 | Time: 1239.91 ms
[2021-08-30 12:30:54 main:574] : INFO : Epoch 1945 | loss: 0.0311391 | val_loss: 0.0311541 | Time: 1221.4 ms
[2021-08-30 12:30:55 main:574] : INFO : Epoch 1946 | loss: 0.0311395 | val_loss: 0.0311548 | Time: 1227.94 ms
[2021-08-30 12:30:56 main:574] : INFO : Epoch 1947 | loss: 0.0311391 | val_loss: 0.0311546 | Time: 1232.07 ms
[2021-08-30 12:30:57 main:574] : INFO : Epoch 1948 | loss: 0.0311391 | val_loss: 0.0311545 | Time: 1207.51 ms
[2021-08-30 12:30:59 main:574] : INFO : Epoch 1949 | loss: 0.031142 | val_loss: 0.0311588 | Time: 1211.03 ms
[2021-08-30 12:31:00 main:574] : INFO : Epoch 1950 | loss: 0.0311437 | val_loss: 0.0311537 | Time: 1227.13 ms
[2021-08-30 12:31:01 main:574] : INFO : Epoch 1951 | loss: 0.0311397 | val_loss: 0.0311537 | Time: 1225.7 ms
[2021-08-30 12:31:02 main:574] : INFO : Epoch 1952 | loss: 0.0311408 | val_loss: 0.0311564 | Time: 1205.74 ms
[2021-08-30 12:31:04 main:574] : INFO : Epoch 1953 | loss: 0.0311402 | val_loss: 0.031154 | Time: 1224.92 ms
[2021-08-30 12:31:05 main:574] : INFO : Epoch 1954 | loss: 0.0311418 | val_loss: 0.0311533 | Time: 1237.42 ms
[2021-08-30 12:31:06 main:574] : INFO : Epoch 1955 | loss: 0.0311423 | val_loss: 0.0311543 | Time: 1225.9 ms
[2021-08-30 12:31:07 main:574] : INFO : Epoch 1956 | loss: 0.0311426 | val_loss: 0.031151 | Time: 1229.96 ms
[2021-08-30 12:31:08 main:574] : INFO : Epoch 1957 | loss: 0.0311432 | val_loss: 0.0311537 | Time: 1232.87 ms
[2021-08-30 12:31:10 main:574] : INFO : Epoch 1958 | loss: 0.0311412 | val_loss: 0.0311518 | Time: 1237.64 ms
[2021-08-30 12:31:11 main:574] : INFO : Epoch 1959 | loss: 0.0311403 | val_loss: 0.0311522 | Time: 1220.53 ms
[2021-08-30 12:31:12 main:574] : INFO : Epoch 1960 | loss: 0.0311442 | val_loss: 0.0311544 | Time: 1230.66 ms
[2021-08-30 12:31:13 main:574] : INFO : Epoch 1961 | loss: 0.0311469 | val_loss: 0.0311551 | Time: 1234.37 ms
[2021-08-30 12:31:15 main:574] : INFO : Epoch 1962 | loss: 0.0311481 | val_loss: 0.0311539 | Time: 1202.62 ms
[2021-08-30 12:31:16 main:574] : INFO : Epoch 1963 | loss: 0.0311499 | val_loss: 0.0311611 | Time: 1203.48 ms
[2021-08-30 12:31:17 main:574] : INFO : Epoch 1964 | loss: 0.0311502 | val_loss: 0.0311537 | Time: 1209.35 ms
[2021-08-30 12:31:18 main:574] : INFO : Epoch 1965 | loss: 0.031149 | val_loss: 0.0311548 | Time: 1197.05 ms
[2021-08-30 12:31:19 main:574] : INFO : Epoch 1966 | loss: 0.0311489 | val_loss: 0.0311532 | Time: 1190.31 ms
[2021-08-30 12:31:21 main:574] : INFO : Epoch 1967 | loss: 0.0311477 | val_loss: 0.0311527 | Time: 1205.99 ms
[2021-08-30 12:31:22 main:574] : INFO : Epoch 1968 | loss: 0.0311507 | val_loss: 0.031158 | Time: 1195.07 ms
[2021-08-30 12:31:23 main:574] : INFO : Epoch 1969 | loss: 0.0311499 | val_loss: 0.0311537 | Time: 1224.93 ms
[2021-08-30 12:31:24 main:574] : INFO : Epoch 1970 | loss: 0.0311478 | val_loss: 0.0311524 | Time: 1214.04 ms
[2021-08-30 12:31:25 main:574] : INFO : Epoch 1971 | loss: 0.0311481 | val_loss: 0.031155 | Time: 1231.17 ms
[2021-08-30 12:31:27 main:574] : INFO : Epoch 1972 | loss: 0.0311474 | val_loss: 0.0311543 | Time: 1226.66 ms
[2021-08-30 12:31:28 main:574] : INFO : Epoch 1973 | loss: 0.0311465 | val_loss: 0.0311534 | Time: 1231.07 ms
[2021-08-30 12:31:29 main:574] : INFO : Epoch 1974 | loss: 0.0311455 | val_loss: 0.0311549 | Time: 1225.38 ms
[2021-08-30 12:31:30 main:574] : INFO : Epoch 1975 | loss: 0.0311457 | val_loss: 0.0311534 | Time: 1220.31 ms
[2021-08-30 12:31:32 main:574] : INFO : Epoch 1976 | loss: 0.0311449 | val_loss: 0.0311555 | Time: 1223.57 ms
[2021-08-30 12:31:33 main:574] : INFO : Epoch 1977 | loss: 0.0311443 | val_loss: 0.0311524 | Time: 1225.3 ms
[2021-08-30 12:31:34 main:574] : INFO : Epoch 1978 | loss: 0.0311439 | val_loss: 0.031153 | Time: 1219.27 ms
[2021-08-30 12:31:35 main:574] : INFO : Epoch 1979 | loss: 0.0311441 | val_loss: 0.0311559 | Time: 1211.17 ms
[2021-08-30 12:31:36 main:574] : INFO : Epoch 1980 | loss: 0.0311457 | val_loss: 0.0311578 | Time: 1208.56 ms
[2021-08-30 12:31:38 main:574] : INFO : Epoch 1981 | loss: 0.031149 | val_loss: 0.0311576 | Time: 1205.41 ms
[2021-08-30 12:31:39 main:574] : INFO : Epoch 1982 | loss: 0.0311534 | val_loss: 0.0311546 | Time: 1203.29 ms
[2021-08-30 12:31:40 main:574] : INFO : Epoch 1983 | loss: 0.0311527 | val_loss: 0.0311571 | Time: 1199.47 ms
[2021-08-30 12:31:41 main:574] : INFO : Epoch 1984 | loss: 0.0311521 | val_loss: 0.0311552 | Time: 1220.22 ms
[2021-08-30 12:31:43 main:574] : INFO : Epoch 1985 | loss: 0.0311504 | val_loss: 0.0311542 | Time: 1217.32 ms
[2021-08-30 12:31:44 main:574] : INFO : Epoch 1986 | loss: 0.0311498 | val_loss: 0.0311538 | Time: 1216.3 ms
[2021-08-30 12:31:45 main:574] : INFO : Epoch 1987 | loss: 0.0311501 | val_loss: 0.0311568 | Time: 1212.47 ms
[2021-08-30 12:31:46 main:574] : INFO : Epoch 1988 | loss: 0.0311499 | val_loss: 0.031156 | Time: 1200.03 ms
[2021-08-30 12:31:47 main:574] : INFO : Epoch 1989 | loss: 0.0311498 | val_loss: 0.0311571 | Time: 1214.91 ms
[2021-08-30 12:31:49 main:574] : INFO : Epoch 1990 | loss: 0.0311519 | val_loss: 0.0311546 | Time: 1212.92 ms
[2021-08-30 12:31:50 main:574] : INFO : Epoch 1991 | loss: 0.0311505 | val_loss: 0.0311537 | Time: 1218.55 ms
[2021-08-30 12:31:51 main:574] : INFO : Epoch 1992 | loss: 0.0311489 | val_loss: 0.0311533 | Time: 1204.81 ms
[2021-08-30 12:31:52 main:574] : INFO : Epoch 1993 | loss: 0.0311484 | val_loss: 0.0311527 | Time: 1206.92 ms
[2021-08-30 12:31:53 main:574] : INFO : Epoch 1994 | loss: 0.0311481 | val_loss: 0.031152 | Time: 1226.2 ms
[2021-08-30 12:31:55 main:574] : INFO : Epoch 1995 | loss: 0.0311474 | val_loss: 0.0311522 | Time: 1212.44 ms
[2021-08-30 12:31:56 main:574] : INFO : Epoch 1996 | loss: 0.0311489 | val_loss: 0.0311539 | Time: 1209.01 ms
[2021-08-30 12:31:57 main:574] : INFO : Epoch 1997 | loss: 0.0311484 | val_loss: 0.0311546 | Time: 1221.68 ms
[2021-08-30 12:31:58 main:574] : INFO : Epoch 1998 | loss: 0.0311487 | val_loss: 0.0311523 | Time: 1222.15 ms
[2021-08-30 12:32:00 main:574] : INFO : Epoch 1999 | loss: 0.0311481 | val_loss: 0.0311539 | Time: 1222.63 ms
[2021-08-30 12:32:01 main:574] : INFO : Epoch 2000 | loss: 0.0311478 | val_loss: 0.0311522 | Time: 1262.84 ms
[2021-08-30 12:32:02 main:574] : INFO : Epoch 2001 | loss: 0.0311482 | val_loss: 0.0311503 | Time: 1226.67 ms
[2021-08-30 12:32:03 main:574] : INFO : Epoch 2002 | loss: 0.0311477 | val_loss: 0.0311513 | Time: 1212.87 ms
[2021-08-30 12:32:05 main:574] : INFO : Epoch 2003 | loss: 0.031149 | val_loss: 0.0311573 | Time: 1218.11 ms
[2021-08-30 12:32:06 main:574] : INFO : Epoch 2004 | loss: 0.0311498 | val_loss: 0.0311534 | Time: 1217.3 ms
[2021-08-30 12:32:07 main:574] : INFO : Epoch 2005 | loss: 0.0311474 | val_loss: 0.0311518 | Time: 1203.77 ms
[2021-08-30 12:32:08 main:574] : INFO : Epoch 2006 | loss: 0.0311492 | val_loss: 0.0311558 | Time: 1202.25 ms
[2021-08-30 12:32:09 main:574] : INFO : Epoch 2007 | loss: 0.0311495 | val_loss: 0.0311556 | Time: 1206.6 ms
[2021-08-30 12:32:11 main:574] : INFO : Epoch 2008 | loss: 0.0311465 | val_loss: 0.0311546 | Time: 1218.95 ms
[2021-08-30 12:32:12 main:574] : INFO : Epoch 2009 | loss: 0.0311466 | val_loss: 0.0311532 | Time: 1208.34 ms
[2021-08-30 12:32:13 main:574] : INFO : Epoch 2010 | loss: 0.0311458 | val_loss: 0.0311562 | Time: 1229.18 ms
[2021-08-30 12:32:14 main:574] : INFO : Epoch 2011 | loss: 0.0311473 | val_loss: 0.031156 | Time: 1226.29 ms
[2021-08-30 12:32:15 main:574] : INFO : Epoch 2012 | loss: 0.0311484 | val_loss: 0.0311541 | Time: 1238.68 ms
[2021-08-30 12:32:17 main:574] : INFO : Epoch 2013 | loss: 0.0311472 | val_loss: 0.031156 | Time: 1249.83 ms
[2021-08-30 12:32:18 main:574] : INFO : Epoch 2014 | loss: 0.0311476 | val_loss: 0.0311532 | Time: 1210.3 ms
[2021-08-30 12:32:19 main:574] : INFO : Epoch 2015 | loss: 0.0311466 | val_loss: 0.0311523 | Time: 1215.19 ms
[2021-08-30 12:32:20 main:574] : INFO : Epoch 2016 | loss: 0.0311478 | val_loss: 0.0311541 | Time: 1230.42 ms
[2021-08-30 12:32:22 main:574] : INFO : Epoch 2017 | loss: 0.0311456 | val_loss: 0.0311526 | Time: 1214.45 ms
[2021-08-30 12:32:23 main:574] : INFO : Epoch 2018 | loss: 0.0311463 | val_loss: 0.0311537 | Time: 1202 ms
[2021-08-30 12:32:24 main:574] : INFO : Epoch 2019 | loss: 0.0311464 | val_loss: 0.0311544 | Time: 1191.34 ms
[2021-08-30 12:32:25 main:574] : INFO : Epoch 2020 | loss: 0.0311452 | val_loss: 0.0311537 | Time: 1197.9 ms
[2021-08-30 12:32:26 main:574] : INFO : Epoch 2021 | loss: 0.0311461 | val_loss: 0.0311544 | Time: 1188.94 ms
[2021-08-30 12:32:28 main:574] : INFO : Epoch 2022 | loss: 0.0311453 | val_loss: 0.0311527 | Time: 1211.17 ms
[2021-08-30 12:32:29 main:574] : INFO : Epoch 2023 | loss: 0.0311439 | val_loss: 0.0311541 | Time: 1199.94 ms
[2021-08-30 12:32:30 main:574] : INFO : Epoch 2024 | loss: 0.0311434 | val_loss: 0.0311536 | Time: 1197.9 ms
[2021-08-30 12:32:31 main:574] : INFO : Epoch 2025 | loss: 0.031144 | val_loss: 0.0311524 | Time: 1198.25 ms
[2021-08-30 12:32:32 main:574] : INFO : Epoch 2026 | loss: 0.0311438 | val_loss: 0.0311532 | Time: 1235.36 ms
[2021-08-30 12:32:34 main:574] : INFO : Epoch 2027 | loss: 0.0311429 | val_loss: 0.031153 | Time: 1227.22 ms
[2021-08-30 12:32:35 main:574] : INFO : Epoch 2028 | loss: 0.0311435 | val_loss: 0.0311557 | Time: 1217.56 ms
[2021-08-30 12:32:36 main:574] : INFO : Epoch 2029 | loss: 0.0311468 | val_loss: 0.0311549 | Time: 1222.7 ms
[2021-08-30 12:32:37 main:574] : INFO : Epoch 2030 | loss: 0.0311429 | val_loss: 0.0311531 | Time: 1239.3 ms
[2021-08-30 12:32:39 main:574] : INFO : Epoch 2031 | loss: 0.0311431 | val_loss: 0.0311534 | Time: 1229.16 ms
[2021-08-30 12:32:40 main:574] : INFO : Epoch 2032 | loss: 0.0311423 | val_loss: 0.0311505 | Time: 1231.41 ms
[2021-08-30 12:32:41 main:574] : INFO : Epoch 2033 | loss: 0.031145 | val_loss: 0.0311629 | Time: 1228.04 ms
[2021-08-30 12:32:42 main:574] : INFO : Epoch 2034 | loss: 0.0311465 | val_loss: 0.0311499 | Time: 1215.88 ms
[2021-08-30 12:32:43 main:574] : INFO : Epoch 2035 | loss: 0.0311435 | val_loss: 0.0311511 | Time: 1218.3 ms
[2021-08-30 12:32:45 main:574] : INFO : Epoch 2036 | loss: 0.031145 | val_loss: 0.0311521 | Time: 1211.18 ms
[2021-08-30 12:32:46 main:574] : INFO : Epoch 2037 | loss: 0.0311452 | val_loss: 0.0311548 | Time: 1203.66 ms
[2021-08-30 12:32:47 main:574] : INFO : Epoch 2038 | loss: 0.031145 | val_loss: 0.0311532 | Time: 1202.07 ms
[2021-08-30 12:32:48 main:574] : INFO : Epoch 2039 | loss: 0.0311456 | val_loss: 0.0311544 | Time: 1214.03 ms
[2021-08-30 12:32:50 main:574] : INFO : Epoch 2040 | loss: 0.0311446 | val_loss: 0.031152 | Time: 1217.83 ms
[2021-08-30 12:32:51 main:574] : INFO : Epoch 2041 | loss: 0.031147 | val_loss: 0.0311531 | Time: 1224.28 ms
[2021-08-30 12:32:52 main:574] : INFO : Epoch 2042 | loss: 0.0311445 | val_loss: 0.0311524 | Time: 1202.76 ms
[2021-08-30 12:32:53 main:574] : INFO : Epoch 2043 | loss: 0.0311429 | val_loss: 0.0311518 | Time: 1199.08 ms
[2021-08-30 12:32:54 main:574] : INFO : Epoch 2044 | loss: 0.0311432 | val_loss: 0.0311528 | Time: 1219.99 ms
[2021-08-30 12:32:56 main:574] : INFO : Epoch 2045 | loss: 0.0311423 | val_loss: 0.0311544 | Time: 1227.76 ms
[2021-08-30 12:32:57 main:574] : INFO : Epoch 2046 | loss: 0.0311425 | val_loss: 0.0311525 | Time: 1240.27 ms
[2021-08-30 12:32:58 main:574] : INFO : Epoch 2047 | loss: 0.0311442 | val_loss: 0.0311562 | Time: 1227.44 ms
[2021-08-30 12:32:59 main:574] : INFO : Epoch 2048 | loss: 0.0311426 | val_loss: 0.0311519 | Time: 1222.35 ms
[2021-08-30 12:32:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311519
[2021-08-30 12:32:59 main:603] : INFO : Saving end state to config to file
[2021-08-30 12:32:59 main:608] : INFO : Success, exiting..
12:32:59 (7596): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)