Task 4381005
| Name | ParityModified-1611719921-2128-5_0 |
| Workunit | 2441117 |
| Created | 12 Mar 2021, 3:04:13 UTC |
| Sent | 22 Mar 2021, 7:17:50 UTC |
| Report deadline | 29 Mar 2021, 7:17:50 UTC |
| Received | 10 Apr 2021, 22:48:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 860 |
| Run time | 2 hours 2 min 31 sec |
| CPU time | 1 hours 59 min 57 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,219.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> : 0.01 [2021-04-08 19:02:08 main:480] : INFO : Patience: 10 [2021-04-08 19:02:08 main:481] : INFO : Hidden Width: 12 [2021-04-08 19:02:08 main:482] : INFO : # Recurrent Layers: 4 [2021-04-08 19:02:08 main:483] : INFO : # Backend Layers: 4 [2021-04-08 19:02:08 main:484] : INFO : # Threads: 1 [2021-04-08 19:02:08 main:486] : INFO : Preparing Dataset [2021-04-08 19:02:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 19:02:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 19:02:10 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-04-08 19:02:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 19:02:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 19:02:10 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-04-08 19:02:10 main:494] : INFO : Creating Model [2021-04-08 19:02:10 main:507] : INFO : Preparing config file [2021-04-08 19:02:10 main:511] : INFO : Found checkpoint, attempting to load... [2021-04-08 19:02:10 main:512] : INFO : Loading config [2021-04-08 19:02:10 main:514] : INFO : Loading state [2021-04-08 19:02:11 main:559] : INFO : Loading DataLoader into Memory [2021-04-08 19:02:11 main:562] : INFO : Starting Training [2021-04-08 19:02:14 main:574] : INFO : Epoch 1764 | loss: 0.0313187 | val_loss: 0.031239 | Time: 3405.68 ms [2021-04-08 19:02:18 main:574] : INFO : Epoch 1765 | loss: 0.0311855 | val_loss: 0.0311747 | Time: 3229.39 ms [2021-04-08 19:02:21 main:574] : INFO : Epoch 1766 | loss: 0.031161 | val_loss: 0.0311708 | Time: 3721.86 ms [2021-04-08 19:02:25 main:574] : INFO : Epoch 1767 | loss: 0.0311545 | val_loss: 0.0311679 | Time: 3898.34 ms [2021-04-08 19:02:29 main:574] : INFO : Epoch 1768 | loss: 0.0311536 | val_loss: 0.0311699 | Time: 3681.06 ms [2021-04-08 19:02:33 main:574] : INFO : Epoch 1769 | loss: 0.0311541 | val_loss: 0.0311741 | Time: 3705.7 ms [2021-04-08 19:02:36 main:574] : INFO : Epoch 1770 | loss: 0.031155 | val_loss: 0.0311669 | Time: 3705.95 ms [2021-04-08 19:02:40 main:574] : INFO : Epoch 1771 | loss: 0.0311532 | val_loss: 0.0311766 | Time: 3707.34 ms [2021-04-08 19:02:44 main:574] : INFO : Epoch 1772 | loss: 0.0311523 | val_loss: 0.0311674 | Time: 3829.36 ms [2021-04-08 19:02:48 main:574] : INFO : Epoch 1773 | loss: 0.031152 | val_loss: 0.0311673 | Time: 3722.53 ms [2021-04-08 19:02:51 main:574] : INFO : Epoch 1774 | loss: 0.0311521 | val_loss: 0.0311698 | Time: 3685.06 ms [2021-04-08 19:02:55 main:574] : INFO : Epoch 1775 | loss: 0.0311519 | val_loss: 0.0311698 | Time: 3822.41 ms [2021-04-08 19:02:59 main:574] : INFO : Epoch 1776 | loss: 0.0311523 | val_loss: 0.0311695 | Time: 3883.68 ms [2021-04-08 19:03:03 main:574] : INFO : Epoch 1777 | loss: 0.0311532 | val_loss: 0.0311711 | Time: 3805.04 ms [2021-04-08 19:03:07 main:574] : INFO : Epoch 1778 | loss: 0.0311532 | val_loss: 0.031171 | Time: 3764.78 ms [2021-04-08 19:03:11 main:574] : INFO : Epoch 1779 | loss: 0.0311527 | val_loss: 0.0311694 | Time: 3794.22 ms [2021-04-08 19:03:14 main:574] : INFO : Epoch 1780 | loss: 0.0311525 | val_loss: 0.0311693 | Time: 3770.82 ms [2021-04-08 19:03:18 main:574] : INFO : Epoch 1781 | loss: 0.0311502 | val_loss: 0.0311672 | Time: 3836.41 ms [2021-04-08 19:03:22 main:574] : INFO : Epoch 1782 | loss: 0.031152 | val_loss: 0.0311669 | Time: 3712.41 ms [2021-04-08 19:03:26 main:574] : INFO : Epoch 1783 | loss: 0.0311527 | val_loss: 0.0311691 | Time: 3798.87 ms [2021-04-08 19:03:29 main:574] : INFO : Epoch 1784 | loss: 0.0311515 | val_loss: 0.031167 | Time: 3768.23 ms [2021-04-08 19:03:33 main:574] : INFO : Epoch 1785 | loss: 0.031151 | val_loss: 0.031166 | Time: 3758.86 ms [2021-04-08 19:03:37 main:574] : INFO : Epoch 1786 | loss: 0.031152 | val_loss: 0.0311699 | Time: 3782.48 ms [2021-04-08 19:03:41 main:574] : INFO : Epoch 1787 | loss: 0.0311536 | val_loss: 0.0311651 | Time: 3821.33 ms [2021-04-08 19:03:45 main:574] : INFO : Epoch 1788 | loss: 0.0311518 | val_loss: 0.0311689 | Time: 3770.27 ms [2021-04-08 19:03:48 main:574] : INFO : Epoch 1789 | loss: 0.0311516 | val_loss: 0.0311667 | Time: 3753.32 ms [2021-04-08 19:03:52 main:574] : INFO : Epoch 1790 | loss: 0.0311508 | val_loss: 0.0311721 | Time: 3687.02 ms [2021-04-08 19:03:56 main:574] : INFO : Epoch 1791 | loss: 0.0311537 | val_loss: 0.0311701 | Time: 3806.78 ms [2021-04-08 19:04:00 main:574] : INFO : Epoch 1792 | loss: 0.0311528 | val_loss: 0.0311681 | Time: 3743.4 ms [2021-04-08 19:04:04 main:574] : INFO : Epoch 1793 | loss: 0.0311495 | val_loss: 0.0311727 | Time: 4214.55 ms [2021-04-08 19:04:08 main:574] : INFO : Epoch 1794 | loss: 0.0311512 | val_loss: 0.0311711 | Time: 4453.06 ms [2021-04-08 19:04:12 main:574] : INFO : Epoch 1795 | loss: 0.0311503 | val_loss: 0.0311697 | Time: 3831.52 ms [2021-04-08 19:04:16 main:574] : INFO : Epoch 1796 | loss: 0.0311492 | val_loss: 0.0311671 | Time: 3806.46 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce MX250) [2021-04-08 19:19:55 main:435] : INFO : Set logging level to 1 [2021-04-08 19:19:55 main:441] : INFO : Running in BOINC Client mode [2021-04-08 19:19:55 main:444] : INFO : Resolving all filenames [2021-04-08 19:19:55 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-04-08 19:19:55 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5_0_r2054146376_1 (exists = 1) [2021-04-08 19:19:55 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5_0_r2054146376_0 (exists = 0) [2021-04-08 19:19:55 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5 (exists = 1) [2021-04-08 19:19:55 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-04-08 19:19:55 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-04-08 19:19:55 main:474] : INFO : Configuration: [2021-04-08 19:19:55 main:475] : INFO : Model type: GRU [2021-04-08 19:19:55 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-04-08 19:19:55 main:477] : INFO : Max Epochs: 2048 [2021-04-08 19:19:55 main:478] : INFO : Batch Size: 128 [2021-04-08 19:19:55 main:479] : INFO : Learning Rate: 0.01 [2021-04-08 19:19:55 main:480] : INFO : Patience: 10 [2021-04-08 19:19:55 main:481] : INFO : Hidden Width: 12 [2021-04-08 19:19:55 main:482] : INFO : # Recurrent Layers: 4 [2021-04-08 19:19:55 main:483] : INFO : # Backend Layers: 4 [2021-04-08 19:19:55 main:484] : INFO : # Threads: 1 [2021-04-08 19:19:55 main:486] : INFO : Preparing Dataset [2021-04-08 19:19:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 19:19:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 19:19:57 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-04-08 19:19:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 19:19:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 19:19:57 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-04-08 19:19:57 main:494] : INFO : Creating Model [2021-04-08 19:19:57 main:507] : INFO : Preparing config file [2021-04-08 19:19:57 main:511] : INFO : Found checkpoint, attempting to load... [2021-04-08 19:19:57 main:512] : INFO : Loading config [2021-04-08 19:19:57 main:514] : INFO : Loading state [2021-04-08 19:19:58 main:559] : INFO : Loading DataLoader into Memory [2021-04-08 19:19:58 main:562] : INFO : Starting Training [2021-04-08 19:20:01 main:574] : INFO : Epoch 1764 | loss: 0.0312904 | val_loss: 0.0312023 | Time: 3419.25 ms [2021-04-08 19:20:04 main:574] : INFO : Epoch 1765 | loss: 0.031169 | val_loss: 0.0311776 | Time: 3205.33 ms [2021-04-08 19:20:08 main:574] : INFO : Epoch 1766 | loss: 0.0311524 | val_loss: 0.0311692 | Time: 3569.8 ms [2021-04-08 19:20:12 main:574] : INFO : Epoch 1767 | loss: 0.031155 | val_loss: 0.0311714 | Time: 3707.29 ms [2021-04-08 19:20:16 main:574] : INFO : Epoch 1768 | loss: 0.0311502 | val_loss: 0.0311687 | Time: 4044.6 ms [2021-04-08 19:20:20 main:574] : INFO : Epoch 1769 | loss: 0.0311484 | val_loss: 0.0311684 | Time: 3834.37 ms [2021-04-08 19:20:33 main:574] : INFO : Epoch 1770 | loss: 0.0311486 | val_loss: 0.0311683 | Time: 13624.8 ms [2021-04-08 19:20:37 main:574] : INFO : Epoch 1771 | loss: 0.0311572 | val_loss: 0.0311679 | Time: 3319.38 ms [2021-04-08 19:20:40 main:574] : INFO : Epoch 1772 | loss: 0.0311512 | val_loss: 0.0311688 | Time: 3650.64 ms [2021-04-08 19:20:44 main:574] : INFO : Epoch 1773 | loss: 0.0311491 | val_loss: 0.0311675 | Time: 3765.11 ms [2021-04-08 19:20:48 main:574] : INFO : Epoch 1774 | loss: 0.0311492 | val_loss: 0.0311694 | Time: 3709.08 ms [2021-04-08 19:20:51 main:574] : INFO : Epoch 1775 | loss: 0.0311495 | val_loss: 0.0311686 | Time: 3721.61 ms [2021-04-08 19:20:55 main:574] : INFO : Epoch 1776 | loss: 0.031153 | val_loss: 0.0311663 | Time: 3745.69 ms [2021-04-08 19:20:59 main:574] : INFO : Epoch 1777 | loss: 0.03115 | val_loss: 0.0311672 | Time: 3787.3 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce MX250) [2021-04-08 20:41:52 main:435] : INFO : Set logging level to 1 [2021-04-08 20:41:52 main:441] : INFO : Running in BOINC Client mode [2021-04-08 20:41:52 main:444] : INFO : Resolving all filenames [2021-04-08 20:41:52 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-04-08 20:41:52 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5_0_r2054146376_1 (exists = 1) [2021-04-08 20:41:52 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5_0_r2054146376_0 (exists = 0) [2021-04-08 20:41:52 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5 (exists = 1) [2021-04-08 20:41:52 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-04-08 20:41:52 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-04-08 20:41:52 main:474] : INFO : Configuration: [2021-04-08 20:41:52 main:475] : INFO : Model type: GRU [2021-04-08 20:41:52 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-04-08 20:41:52 main:477] : INFO : Max Epochs: 2048 [2021-04-08 20:41:52 main:478] : INFO : Batch Size: 128 [2021-04-08 20:41:52 main:479] : INFO : Learning Rate: 0.01 [2021-04-08 20:41:52 main:480] : INFO : Patience: 10 [2021-04-08 20:41:52 main:481] : INFO : Hidden Width: 12 [2021-04-08 20:41:52 main:482] : INFO : # Recurrent Layers: 4 [2021-04-08 20:41:52 main:483] : INFO : # Backend Layers: 4 [2021-04-08 20:41:52 main:484] : INFO : # Threads: 1 [2021-04-08 20:41:52 main:486] : INFO : Preparing Dataset [2021-04-08 20:41:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 20:41:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 20:41:54 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-04-08 20:41:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 20:41:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 20:41:54 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-04-08 20:41:54 main:494] : INFO : Creating Model [2021-04-08 20:41:54 main:507] : INFO : Preparing config file [2021-04-08 20:41:54 main:511] : INFO : Found checkpoint, attempting to load... [2021-04-08 20:41:54 main:512] : INFO : Loading config [2021-04-08 20:41:54 main:514] : INFO : Loading state [2021-04-08 20:41:54 main:559] : INFO : Loading DataLoader into Memory [2021-04-08 20:41:54 main:562] : INFO : Starting Training [2021-04-08 20:41:58 main:574] : INFO : Epoch 1764 | loss: 0.031335 | val_loss: 0.031205 | Time: 3403.18 ms [2021-04-08 20:42:01 main:574] : INFO : Epoch 1765 | loss: 0.0311754 | val_loss: 0.0311922 | Time: 3208.6 ms [2021-04-08 20:42:05 main:574] : INFO : Epoch 1766 | loss: 0.0311609 | val_loss: 0.031172 | Time: 3632.95 ms [2021-04-08 20:42:08 main:574] : INFO : Epoch 1767 | loss: 0.0311539 | val_loss: 0.0311696 | Time: 3735.15 ms [2021-04-08 20:42:12 main:574] : INFO : Epoch 1768 | loss: 0.0311525 | val_loss: 0.0311703 | Time: 3723.14 ms [2021-04-08 20:42:16 main:574] : INFO : Epoch 1769 | loss: 0.0311507 | val_loss: 0.0311709 | Time: 3713.85 ms [2021-04-08 20:42:19 main:574] : INFO : Epoch 1770 | loss: 0.0311507 | val_loss: 0.0311726 | Time: 3665.81 ms [2021-04-08 20:42:23 main:574] : INFO : Epoch 1771 | loss: 0.0311505 | val_loss: 0.0311696 | Time: 3694.01 ms [2021-04-08 20:42:27 main:574] : INFO : Epoch 1772 | loss: 0.0311488 | val_loss: 0.0311697 | Time: 3718.11 ms [2021-04-08 20:42:31 main:574] : INFO : Epoch 1773 | loss: 0.0311484 | val_loss: 0.0311704 | Time: 3808.25 ms [2021-04-08 20:42:34 main:574] : INFO : Epoch 1774 | loss: 0.0311519 | val_loss: 0.0311695 | Time: 3685.22 ms [2021-04-08 20:42:38 main:574] : INFO : Epoch 1775 | loss: 0.0311496 | val_loss: 0.0311691 | Time: 3802.76 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce MX250) [2021-04-08 21:31:02 main:435] : INFO : Set logging level to 1 [2021-04-08 21:31:02 main:441] : INFO : Running in BOINC Client mode [2021-04-08 21:31:02 main:444] : INFO : Resolving all filenames [2021-04-08 21:31:02 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-04-08 21:31:02 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5_0_r2054146376_1 (exists = 1) [2021-04-08 21:31:02 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5_0_r2054146376_0 (exists = 0) [2021-04-08 21:31:02 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5 (exists = 1) [2021-04-08 21:31:02 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-04-08 21:31:02 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-04-08 21:31:02 main:474] : INFO : Configuration: [2021-04-08 21:31:02 main:475] : INFO : Model type: GRU [2021-04-08 21:31:02 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-04-08 21:31:02 main:477] : INFO : Max Epochs: 2048 [2021-04-08 21:31:02 main:478] : INFO : Batch Size: 128 [2021-04-08 21:31:02 main:479] : INFO : Learning Rate: 0.01 [2021-04-08 21:31:02 main:480] : INFO : Patience: 10 [2021-04-08 21:31:02 main:481] : INFO : Hidden Width: 12 [2021-04-08 21:31:02 main:482] : INFO : # Recurrent Layers: 4 [2021-04-08 21:31:02 main:483] : INFO : # Backend Layers: 4 [2021-04-08 21:31:02 main:484] : INFO : # Threads: 1 [2021-04-08 21:31:02 main:486] : INFO : Preparing Dataset [2021-04-08 21:31:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 21:31:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 21:31:04 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-04-08 21:31:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 21:31:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-08 21:31:04 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-04-08 21:31:04 main:494] : INFO : Creating Model [2021-04-08 21:31:04 main:507] : INFO : Preparing config file [2021-04-08 21:31:04 main:511] : INFO : Found checkpoint, attempting to load... [2021-04-08 21:31:04 main:512] : INFO : Loading config [2021-04-08 21:31:04 main:514] : INFO : Loading state [2021-04-08 21:31:04 main:559] : INFO : Loading DataLoader into Memory [2021-04-08 21:31:04 main:562] : INFO : Starting Training [2021-04-08 21:31:08 main:574] : INFO : Epoch 1764 | loss: 0.0313591 | val_loss: 0.0312481 | Time: 3424.13 ms [2021-04-08 21:31:11 main:574] : INFO : Epoch 1765 | loss: 0.0312053 | val_loss: 0.0311823 | Time: 3215.51 ms [2021-04-08 21:31:15 main:574] : INFO : Epoch 1766 | loss: 0.0311617 | val_loss: 0.0311713 | Time: 3604.38 ms [2021-04-08 21:31:18 main:574] : INFO : Epoch 1767 | loss: 0.0311551 | val_loss: 0.0311817 | Time: 3795.58 ms [2021-04-08 21:31:22 main:574] : INFO : Epoch 1768 | loss: 0.0311562 | val_loss: 0.0311691 | Time: 3686.55 ms [2021-04-08 21:31:26 main:574] : INFO : Epoch 1769 | loss: 0.0311538 | val_loss: 0.0311715 | Time: 4204.62 ms [2021-04-08 21:31:30 main:574] : INFO : Epoch 1770 | loss: 0.0311546 | val_loss: 0.0311731 | Time: 3903.74 ms [2021-04-08 21:31:34 main:574] : INFO : Epoch 1771 | loss: 0.0311533 | val_loss: 0.0311708 | Time: 4147.92 ms [2021-04-08 21:31:38 main:574] : INFO : Epoch 1772 | loss: 0.0311518 | val_loss: 0.031169 | Time: 4053.64 ms [2021-04-08 21:31:42 main:574] : INFO : Epoch 1773 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 3711.14 ms [2021-04-08 21:31:46 main:574] : INFO : Epoch 1774 | loss: 0.0311508 | val_loss: 0.0311702 | Time: 3752.54 ms [2021-04-08 21:31:50 main:574] : INFO : Epoch 1775 | loss: 0.0311493 | val_loss: 0.0311683 | Time: 3799.27 ms [2021-04-08 21:31:53 main:574] : INFO : Epoch 1776 | loss: 0.0311498 | val_loss: 0.0311699 | Time: 3731.66 ms [2021-04-08 21:31:57 main:574] : INFO : Epoch 1777 | loss: 0.0311504 | val_loss: 0.031169 | Time: 3831.9 ms [2021-04-08 21:32:01 main:574] : INFO : Epoch 1778 | loss: 0.0311493 | val_loss: 0.0311693 | Time: 4167.63 ms [2021-04-08 21:32:06 main:574] : INFO : Epoch 1779 | loss: 0.0311501 | val_loss: 0.0311662 | Time: 4209.43 ms [2021-04-08 21:32:19 main:574] : INFO : Epoch 1780 | loss: 0.0311479 | val_loss: 0.0311681 | Time: 13576.1 ms [2021-04-08 21:32:23 main:574] : INFO : Epoch 1781 | loss: 0.0311482 | val_loss: 0.0311705 | Time: 3476.06 ms [2021-04-08 21:32:27 main:574] : INFO : Epoch 1782 | loss: 0.031149 | val_loss: 0.0311694 | Time: 3850.74 ms [2021-04-08 21:32:30 main:574] : INFO : Epoch 1783 | loss: 0.0311483 | val_loss: 0.0311752 | Time: 3768.74 ms [2021-04-08 21:32:34 main:574] : INFO : Epoch 1784 | loss: 0.0311486 | val_loss: 0.0311707 | Time: 3706.13 ms [2021-04-08 21:32:38 main:574] : INFO : Epoch 1785 | loss: 0.0311514 | val_loss: 0.0311682 | Time: 4095.01 ms [2021-04-08 21:32:42 main:574] : INFO : Epoch 1786 | loss: 0.0311493 | val_loss: 0.0311675 | Time: 3694.79 ms [2021-04-08 21:32:46 main:574] : INFO : Epoch 1787 | loss: 0.031149 | val_loss: 0.0311773 | Time: 3746.86 ms [2021-04-08 21:32:49 main:574] : INFO : Epoch 1788 | loss: 0.0311485 | val_loss: 0.0311748 | Time: 3752.5 ms [2021-04-08 21:32:53 main:574] : INFO : Epoch 1789 | loss: 0.0311476 | val_loss: 0.0311751 | Time: 3725.21 ms [2021-04-08 21:32:57 main:574] : INFO : Epoch 1790 | loss: 0.0311475 | val_loss: 0.0311739 | Time: 3763.44 ms [2021-04-08 21:33:01 main:574] : INFO : Epoch 1791 | loss: 0.0311485 | val_loss: 0.031193 | Time: 3747.11 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce MX250) [2021-04-11 10:28:50 main:435] : INFO : Set logging level to 1 [2021-04-11 10:28:50 main:441] : INFO : Running in BOINC Client mode [2021-04-11 10:28:50 main:444] : INFO : Resolving all filenames [2021-04-11 10:28:50 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-04-11 10:28:50 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5_0_r2054146376_1 (exists = 1) [2021-04-11 10:28:50 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5_0_r2054146376_0 (exists = 0) [2021-04-11 10:28:50 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1611719921-2128-5 (exists = 1) [2021-04-11 10:28:50 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-04-11 10:28:50 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-04-11 10:28:50 main:474] : INFO : Configuration: [2021-04-11 10:28:50 main:475] : INFO : Model type: GRU [2021-04-11 10:28:50 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-04-11 10:28:50 main:477] : INFO : Max Epochs: 2048 [2021-04-11 10:28:50 main:478] : INFO : Batch Size: 128 [2021-04-11 10:28:50 main:479] : INFO : Learning Rate: 0.01 [2021-04-11 10:28:50 main:480] : INFO : Patience: 10 [2021-04-11 10:28:50 main:481] : INFO : Hidden Width: 12 [2021-04-11 10:28:50 main:482] : INFO : # Recurrent Layers: 4 [2021-04-11 10:28:50 main:483] : INFO : # Backend Layers: 4 [2021-04-11 10:28:50 main:484] : INFO : # Threads: 1 [2021-04-11 10:28:50 main:486] : INFO : Preparing Dataset [2021-04-11 10:28:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-11 10:28:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-11 10:28:52 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-04-11 10:28:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-11 10:28:52 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-04-11 10:28:52 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-04-11 10:28:52 main:494] : INFO : Creating Model [2021-04-11 10:28:52 main:507] : INFO : Preparing config file [2021-04-11 10:28:52 main:511] : INFO : Found checkpoint, attempting to load... [2021-04-11 10:28:52 main:512] : INFO : Loading config [2021-04-11 10:28:52 main:514] : INFO : Loading state [2021-04-11 10:28:53 main:559] : INFO : Loading DataLoader into Memory [2021-04-11 10:28:53 main:562] : INFO : Starting Training [2021-04-11 10:28:57 main:574] : INFO : Epoch 1764 | loss: 0.0313362 | val_loss: 0.0311958 | Time: 3652.74 ms [2021-04-11 10:29:00 main:574] : INFO : Epoch 1765 | loss: 0.0311664 | val_loss: 0.0311718 | Time: 3212.5 ms [2021-04-11 10:29:04 main:574] : INFO : Epoch 1766 | loss: 0.0311571 | val_loss: 0.0311718 | Time: 3284.75 ms [2021-04-11 10:29:07 main:574] : INFO : Epoch 1767 | loss: 0.0311518 | val_loss: 0.0311687 | Time: 3371.5 ms [2021-04-11 10:29:10 main:574] : INFO : Epoch 1768 | loss: 0.0311541 | val_loss: 0.0311732 | Time: 3335.26 ms [2021-04-11 10:29:14 main:574] : INFO : Epoch 1769 | loss: 0.0311542 | val_loss: 0.0311713 | Time: 3411.18 ms [2021-04-11 10:29:17 main:574] : INFO : Epoch 1770 | loss: 0.0311516 | val_loss: 0.0311687 | Time: 3323.27 ms [2021-04-11 10:29:20 main:574] : INFO : Epoch 1771 | loss: 0.0311505 | val_loss: 0.03117 | Time: 3294.69 ms [2021-04-11 10:29:24 main:574] : INFO : Epoch 1772 | loss: 0.0311524 | val_loss: 0.0311693 | Time: 3279.74 ms [2021-04-11 10:29:27 main:574] : INFO : Epoch 1773 | loss: 0.0311509 | val_loss: 0.0311727 | Time: 3276.7 ms [2021-04-11 10:29:30 main:574] : INFO : Epoch 1774 | loss: 0.031153 | val_loss: 0.0311853 | Time: 3291.17 ms [2021-04-11 10:29:34 main:574] : INFO : Epoch 1775 | loss: 0.0311527 | val_loss: 0.0311757 | Time: 3344.98 ms [2021-04-11 10:29:37 main:574] : INFO : Epoch 1776 | loss: 0.0311497 | val_loss: 0.0311691 | Time: 3273.04 ms [2021-04-11 10:29:40 main:574] : INFO : Epoch 1777 | loss: 0.031148 | val_loss: 0.0311683 | Time: 3297.7 ms [2021-04-11 10:29:43 main:574] : INFO : Epoch 1778 | loss: 0.0311471 | val_loss: 0.0311692 | Time: 3274.34 ms [2021-04-11 10:29:47 main:574] : INFO : Epoch 1779 | loss: 0.0311497 | val_loss: 0.0311693 | Time: 3308.18 ms [2021-04-11 10:29:50 main:574] : INFO : Epoch 1780 | loss: 0.0311498 | val_loss: 0.0311676 | Time: 3293.8 ms [2021-04-11 10:29:53 main:574] : INFO : Epoch 1781 | loss: 0.0311489 | val_loss: 0.0311682 | Time: 3295.1 ms [2021-04-11 10:29:57 main:574] : INFO : Epoch 1782 | loss: 0.0311526 | val_loss: 0.0311769 | Time: 3301.19 ms [2021-04-11 10:30:00 main:574] : INFO : Epoch 1783 | loss: 0.0311494 | val_loss: 0.0311668 | Time: 3455.78 ms [2021-04-11 10:30:03 main:574] : INFO : Epoch 1784 | loss: 0.0311487 | val_loss: 0.0311678 | Time: 3324.45 ms [2021-04-11 10:30:07 main:574] : INFO : Epoch 1785 | loss: 0.0311486 | val_loss: 0.0311673 | Time: 3346.7 ms [2021-04-11 10:30:10 main:574] : INFO : Epoch 1786 | loss: 0.0311487 | val_loss: 0.0311703 | Time: 3381.24 ms [2021-04-11 10:30:14 main:574] : INFO : Epoch 1787 | loss: 0.0311483 | val_loss: 0.0311682 | Time: 3329.68 ms [2021-04-11 10:30:17 main:574] : INFO : Epoch 1788 | loss: 0.0311504 | val_loss: 0.0311749 | Time: 3358.6 ms [2021-04-11 10:30:20 main:574] : INFO : Epoch 1789 | loss: 0.0311517 | val_loss: 0.0311681 | Time: 3330.28 ms [2021-04-11 10:30:24 main:574] : INFO : Epoch 1790 | loss: 0.0311476 | val_loss: 0.0311715 | Time: 3364.58 ms [2021-04-11 10:30:27 main:574] : INFO : Epoch 1791 | loss: 0.0311492 | val_loss: 0.0311701 | Time: 3416.46 ms [2021-04-11 10:30:30 main:574] : INFO : Epoch 1792 | loss: 0.0311486 | val_loss: 0.0311683 | Time: 3361.44 ms [2021-04-11 10:30:34 main:574] : INFO : Epoch 1793 | loss: 0.0311494 | val_loss: 0.0311661 | Time: 3460.22 ms [2021-04-11 10:30:37 main:574] : INFO : Epoch 1794 | loss: 0.0311502 | val_loss: 0.0311685 | Time: 3383.91 ms [2021-04-11 10:30:41 main:574] : INFO : Epoch 1795 | loss: 0.0311503 | val_loss: 0.0311771 | Time: 3431.79 ms [2021-04-11 10:30:44 main:574] : INFO : Epoch 1796 | loss: 0.0311504 | val_loss: 0.0311713 | Time: 3349.16 ms [2021-04-11 10:30:47 main:574] : INFO : Epoch 1797 | loss: 0.0311485 | val_loss: 0.0311685 | Time: 3354.69 ms [2021-04-11 10:30:51 main:574] : INFO : Epoch 1798 | loss: 0.031149 | val_loss: 0.0311717 | Time: 3341.84 ms [2021-04-11 10:30:54 main:574] : INFO : Epoch 1799 | loss: 0.0311488 | val_loss: 0.0311673 | Time: 3328.34 ms [2021-04-11 10:30:57 main:574] : INFO : Epoch 1800 | loss: 0.0311474 | val_loss: 0.031167 | Time: 3421.44 ms [2021-04-11 10:31:01 main:574] : INFO : Epoch 1801 | loss: 0.0311474 | val_loss: 0.0311673 | Time: 3394.16 ms [2021-04-11 10:31:04 main:574] : INFO : Epoch 1802 | loss: 0.0311475 | val_loss: 0.0311685 | Time: 3355.78 ms [2021-04-11 10:31:08 main:574] : INFO : Epoch 1803 | loss: 0.0311475 | val_loss: 0.0311677 | Time: 3371.49 ms [2021-04-11 10:31:11 main:574] : INFO : Epoch 1804 | loss: 0.0311466 | val_loss: 0.0311683 | Time: 3415.33 ms [2021-04-11 10:31:14 main:574] : INFO : Epoch 1805 | loss: 0.0311479 | val_loss: 0.0311694 | Time: 3404.41 ms [2021-04-11 10:31:18 main:574] : INFO : Epoch 1806 | loss: 0.0311493 | val_loss: 0.0311677 | Time: 3391.72 ms [2021-04-11 10:31:21 main:574] : INFO : Epoch 1807 | loss: 0.0311468 | val_loss: 0.0311658 | Time: 3361.69 ms [2021-04-11 10:31:25 main:574] : INFO : Epoch 1808 | loss: 0.0311465 | val_loss: 0.0311683 | Time: 3372.46 ms [2021-04-11 10:31:28 main:574] : INFO : Epoch 1809 | loss: 0.0311474 | val_loss: 0.031167 | Time: 3382.89 ms [2021-04-11 10:31:31 main:574] : INFO : Epoch 1810 | loss: 0.0311477 | val_loss: 0.0311692 | Time: 3382.5 ms [2021-04-11 10:31:35 main:574] : INFO : Epoch 1811 | loss: 0.0311474 | val_loss: 0.0311682 | Time: 3354.19 ms [2021-04-11 10:31:38 main:574] : INFO : Epoch 1812 | loss: 0.0311469 | val_loss: 0.0311699 | Time: 3394.51 ms [2021-04-11 10:31:41 main:574] : INFO : Epoch 1813 | loss: 0.0311502 | val_loss: 0.0311699 | Time: 3334.43 ms [2021-04-11 10:31:45 main:574] : INFO : Epoch 1814 | loss: 0.0311478 | val_loss: 0.0311718 | Time: 3376.54 ms [2021-04-11 10:31:48 main:574] : INFO : Epoch 1815 | loss: 0.0311522 | val_loss: 0.0311694 | Time: 3362.66 ms [2021-04-11 10:31:52 main:574] : INFO : Epoch 1816 | loss: 0.0311491 | val_loss: 0.0311683 | Time: 3351.19 ms [2021-04-11 10:31:55 main:574] : INFO : Epoch 1817 | loss: 0.0311505 | val_loss: 0.0311678 | Time: 3348.06 ms [2021-04-11 10:31:58 main:574] : INFO : Epoch 1818 | loss: 0.0311508 | val_loss: 0.0311703 | Time: 3388.85 ms [2021-04-11 10:32:02 main:574] : INFO : Epoch 1819 | loss: 0.0311555 | val_loss: 0.031182 | Time: 3374.37 ms [2021-04-11 10:32:05 main:574] : INFO : Epoch 1820 | loss: 0.0311548 | val_loss: 0.0311699 | Time: 3354.1 ms [2021-04-11 10:32:08 main:574] : INFO : Epoch 1821 | loss: 0.0311491 | val_loss: 0.0311746 | Time: 3355 ms [2021-04-11 10:32:12 main:574] : INFO : Epoch 1822 | loss: 0.0311483 | val_loss: 0.0311706 | Time: 3395.63 ms [2021-04-11 10:32:15 main:574] : INFO : Epoch 1823 | loss: 0.0311465 | val_loss: 0.0311669 | Time: 3373.11 ms [2021-04-11 10:32:19 main:574] : INFO : Epoch 1824 | loss: 0.0311479 | val_loss: 0.0311745 | Time: 3337.4 ms [2021-04-11 10:32:22 main:574] : INFO : Epoch 1825 | loss: 0.0311514 | val_loss: 0.0311701 | Time: 3376.64 ms [2021-04-11 10:32:25 main:574] : INFO : Epoch 1826 | loss: 0.0311505 | val_loss: 0.0311686 | Time: 3336.13 ms [2021-04-11 10:32:29 main:574] : INFO : Epoch 1827 | loss: 0.0311493 | val_loss: 0.0311655 | Time: 3370.99 ms [2021-04-11 10:32:32 main:574] : INFO : Epoch 1828 | loss: 0.0311462 | val_loss: 0.031167 | Time: 3349.96 ms [2021-04-11 10:32:35 main:574] : INFO : Epoch 1829 | loss: 0.0311487 | val_loss: 0.0311715 | Time: 3311.43 ms [2021-04-11 10:32:39 main:574] : INFO : Epoch 1830 | loss: 0.0311501 | val_loss: 0.0311706 | Time: 3343.68 ms [2021-04-11 10:32:42 main:574] : INFO : Epoch 1831 | loss: 0.0311489 | val_loss: 0.0311687 | Time: 3323.65 ms [2021-04-11 10:32:45 main:574] : INFO : Epoch 1832 | loss: 0.0311502 | val_loss: 0.0311666 | Time: 3351.05 ms [2021-04-11 10:32:49 main:574] : INFO : Epoch 1833 | loss: 0.0311514 | val_loss: 0.0311709 | Time: 3373.18 ms [2021-04-11 10:32:52 main:574] : INFO : Epoch 1834 | loss: 0.0311515 | val_loss: 0.0311664 | Time: 3372.21 ms [2021-04-11 10:32:55 main:574] : INFO : Epoch 1835 | loss: 0.031149 | val_loss: 0.031165 | Time: 3345.4 ms [2021-04-11 10:32:59 main:574] : INFO : Epoch 1836 | loss: 0.031148 | val_loss: 0.0311703 | Time: 3374.26 ms [2021-04-11 10:33:02 main:574] : INFO : Epoch 1837 | loss: 0.0311503 | val_loss: 0.0311709 | Time: 3391.13 ms [2021-04-11 10:33:06 main:574] : INFO : Epoch 1838 | loss: 0.0311513 | val_loss: 0.0311698 | Time: 3384.5 ms [2021-04-11 10:33:09 main:574] : INFO : Epoch 1839 | loss: 0.031151 | val_loss: 0.0311701 | Time: 3362.34 ms [2021-04-11 10:33:12 main:574] : INFO : Epoch 1840 | loss: 0.0311515 | val_loss: 0.0311706 | Time: 3346.8 ms [2021-04-11 10:33:16 main:574] : INFO : Epoch 1841 | loss: 0.0311511 | val_loss: 0.0311686 | Time: 3436.98 ms [2021-04-11 10:33:19 main:574] : INFO : Epoch 1842 | loss: 0.031151 | val_loss: 0.03117 | Time: 3400.37 ms [2021-04-11 10:33:23 main:574] : INFO : Epoch 1843 | loss: 0.0311536 | val_loss: 0.031172 | Time: 3353.27 ms [2021-04-11 10:33:26 main:574] : INFO : Epoch 1844 | loss: 0.0311526 | val_loss: 0.0311718 | Time: 3385.16 ms [2021-04-11 10:33:29 main:574] : INFO : Epoch 1845 | loss: 0.0311548 | val_loss: 0.0311727 | Time: 3371.14 ms [2021-04-11 10:33:33 main:574] : INFO : Epoch 1846 | loss: 0.0311552 | val_loss: 0.0311783 | Time: 3352.93 ms [2021-04-11 10:33:36 main:574] : INFO : Epoch 1847 | loss: 0.0311531 | val_loss: 0.0311756 | Time: 3396.35 ms [2021-04-11 10:33:40 main:574] : INFO : Epoch 1848 | loss: 0.0311531 | val_loss: 0.0311723 | Time: 3543.47 ms [2021-04-11 10:33:43 main:574] : INFO : Epoch 1849 | loss: 0.031153 | val_loss: 0.0311769 | Time: 3340.73 ms [2021-04-11 10:33:46 main:574] : INFO : Epoch 1850 | loss: 0.0311538 | val_loss: 0.0311757 | Time: 3332.85 ms [2021-04-11 10:33:51 main:574] : INFO : Epoch 1851 | loss: 0.0311525 | val_loss: 0.0311758 | Time: 4401.34 ms [2021-04-11 10:33:54 main:574] : INFO : Epoch 1852 | loss: 0.0311523 | val_loss: 0.0311735 | Time: 3608.7 ms [2021-04-11 10:33:58 main:574] : INFO : Epoch 1853 | loss: 0.0311537 | val_loss: 0.0311718 | Time: 3466.86 ms [2021-04-11 10:34:01 main:574] : INFO : Epoch 1854 | loss: 0.0311523 | val_loss: 0.0311712 | Time: 3418.87 ms [2021-04-11 10:34:05 main:574] : INFO : Epoch 1855 | loss: 0.0311594 | val_loss: 0.0311693 | Time: 3387.83 ms [2021-04-11 10:34:08 main:574] : INFO : Epoch 1856 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 3355.53 ms [2021-04-11 10:34:11 main:574] : INFO : Epoch 1857 | loss: 0.0311572 | val_loss: 0.0311709 | Time: 3379.11 ms [2021-04-11 10:34:15 main:574] : INFO : Epoch 1858 | loss: 0.0311613 | val_loss: 0.031168 | Time: 3566.64 ms [2021-04-11 10:34:19 main:574] : INFO : Epoch 1859 | loss: 0.0311585 | val_loss: 0.0311745 | Time: 3509.67 ms [2021-04-11 10:34:22 main:574] : INFO : Epoch 1860 | loss: 0.0311555 | val_loss: 0.0311706 | Time: 3526.13 ms [2021-04-11 10:34:26 main:574] : INFO : Epoch 1861 | loss: 0.0311571 | val_loss: 0.0311748 | Time: 3558.48 ms [2021-04-11 10:34:29 main:574] : INFO : Epoch 1862 | loss: 0.031155 | val_loss: 0.0311707 | Time: 3521.5 ms [2021-04-11 10:34:33 main:574] : INFO : Epoch 1863 | loss: 0.0311522 | val_loss: 0.0311712 | Time: 3556.41 ms [2021-04-11 10:34:36 main:574] : INFO : Epoch 1864 | loss: 0.0311536 | val_loss: 0.0311761 | Time: 3640.32 ms [2021-04-11 10:34:40 main:574] : INFO : Epoch 1865 | loss: 0.0311612 | val_loss: 0.0311755 | Time: 3611.37 ms [2021-04-11 10:34:44 main:574] : INFO : Epoch 1866 | loss: 0.0311625 | val_loss: 0.0311797 | Time: 3682.43 ms [2021-04-11 10:34:47 main:574] : INFO : Epoch 1867 | loss: 0.0311578 | val_loss: 0.0311752 | Time: 3554.81 ms [2021-04-11 10:34:51 main:574] : INFO : Epoch 1868 | loss: 0.0311585 | val_loss: 0.0311715 | Time: 3570.39 ms [2021-04-11 10:34:54 main:574] : INFO : Epoch 1869 | loss: 0.0311573 | val_loss: 0.0311707 | Time: 3516.03 ms [2021-04-11 10:34:58 main:574] : INFO : Epoch 1870 | loss: 0.0311538 | val_loss: 0.0311693 | Time: 3478.63 ms [2021-04-11 10:35:01 main:574] : INFO : Epoch 1871 | loss: 0.0311517 | val_loss: 0.0311721 | Time: 3530.25 ms [2021-04-11 10:35:05 main:574] : INFO : Epoch 1872 | loss: 0.0311621 | val_loss: 0.0311767 | Time: 3504.55 ms [2021-04-11 10:35:08 main:574] : INFO : Epoch 1873 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 3534.94 ms [2021-04-11 10:35:12 main:574] : INFO : Epoch 1874 | loss: 0.0311677 | val_loss: 0.0311756 | Time: 3810.65 ms [2021-04-11 10:35:16 main:574] : INFO : Epoch 1875 | loss: 0.0311643 | val_loss: 0.0311725 | Time: 3708.12 ms [2021-04-11 10:35:20 main:574] : INFO : Epoch 1876 | loss: 0.0311648 | val_loss: 0.0311766 | Time: 3689.43 ms [2021-04-11 10:35:23 main:574] : INFO : Epoch 1877 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 3502.96 ms [2021-04-11 10:35:27 main:574] : INFO : Epoch 1878 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 3506.19 ms [2021-04-11 10:35:30 main:574] : INFO : Epoch 1879 | loss: 0.0311687 | val_loss: 0.0311746 | Time: 3496.09 ms [2021-04-11 10:35:34 main:574] : INFO : Epoch 1880 | loss: 0.0311709 | val_loss: 0.0311812 | Time: 3671.45 ms [2021-04-11 10:35:38 main:574] : INFO : Epoch 1881 | loss: 0.0311691 | val_loss: 0.0311755 | Time: 3680.53 ms [2021-04-11 10:35:41 main:574] : INFO : Epoch 1882 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 3950.9 ms [2021-04-11 10:35:45 main:574] : INFO : Epoch 1883 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 3561.63 ms [2021-04-11 10:35:49 main:574] : INFO : Epoch 1884 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 3485.35 ms [2021-04-11 10:35:52 main:574] : INFO : Epoch 1885 | loss: 0.0311647 | val_loss: 0.0311745 | Time: 3534.04 ms [2021-04-11 10:35:56 main:574] : INFO : Epoch 1886 | loss: 0.0311655 | val_loss: 0.0311717 | Time: 3498.97 ms [2021-04-11 10:35:59 main:574] : INFO : Epoch 1887 | loss: 0.031162 | val_loss: 0.0311727 | Time: 3485.36 ms [2021-04-11 10:36:03 main:574] : INFO : Epoch 1888 | loss: 0.0311614 | val_loss: 0.031172 | Time: 3638.1 ms [2021-04-11 10:36:06 main:574] : INFO : Epoch 1889 | loss: 0.031162 | val_loss: 0.0311748 | Time: 3459.95 ms [2021-04-11 10:36:10 main:574] : INFO : Epoch 1890 | loss: 0.0311627 | val_loss: 0.0311771 | Time: 3519.15 ms [2021-04-11 10:36:13 main:574] : INFO : Epoch 1891 | loss: 0.0311628 | val_loss: 0.0311738 | Time: 3709.67 ms [2021-04-11 10:36:17 main:574] : INFO : Epoch 1892 | loss: 0.0311619 | val_loss: 0.0311724 | Time: 3799.41 ms [2021-04-11 10:36:21 main:574] : INFO : Epoch 1893 | loss: 0.0311618 | val_loss: 0.0311747 | Time: 3732.06 ms [2021-04-11 10:36:25 main:574] : INFO : Epoch 1894 | loss: 0.0311636 | val_loss: 0.0311743 | Time: 3768.36 ms [2021-04-11 10:36:29 main:574] : INFO : Epoch 1895 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 3771.54 ms [2021-04-11 10:36:32 main:574] : INFO : Epoch 1896 | loss: 0.0311659 | val_loss: 0.0311769 | Time: 3827.55 ms [2021-04-11 10:36:36 main:574] : INFO : Epoch 1897 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 3726.41 ms [2021-04-11 10:36:40 main:574] : INFO : Epoch 1898 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 3766.06 ms [2021-04-11 10:36:44 main:574] : INFO : Epoch 1899 | loss: 0.0311625 | val_loss: 0.0311726 | Time: 3719.05 ms [2021-04-11 10:36:47 main:574] : INFO : Epoch 1900 | loss: 0.031163 | val_loss: 0.0311673 | Time: 3767.82 ms [2021-04-11 10:36:51 main:574] : INFO : Epoch 1901 | loss: 0.0311609 | val_loss: 0.031167 | Time: 3698.28 ms [2021-04-11 10:36:55 main:574] : INFO : Epoch 1902 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 3739.56 ms [2021-04-11 10:36:59 main:574] : INFO : Epoch 1903 | loss: 0.0311585 | val_loss: 0.0311671 | Time: 3798.02 ms [2021-04-11 10:37:02 main:574] : INFO : Epoch 1904 | loss: 0.0311591 | val_loss: 0.0311698 | Time: 3783.19 ms [2021-04-11 10:37:06 main:574] : INFO : Epoch 1905 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 3787.1 ms [2021-04-11 10:37:10 main:574] : INFO : Epoch 1906 | loss: 0.03116 | val_loss: 0.0311758 | Time: 3748.9 ms [2021-04-11 10:37:14 main:574] : INFO : Epoch 1907 | loss: 0.0311623 | val_loss: 0.0311697 | Time: 3743.63 ms [2021-04-11 10:37:17 main:574] : INFO : Epoch 1908 | loss: 0.0311609 | val_loss: 0.0311689 | Time: 3762.3 ms [2021-04-11 10:37:21 main:574] : INFO : Epoch 1909 | loss: 0.0311579 | val_loss: 0.0311691 | Time: 3800.23 ms [2021-04-11 10:37:25 main:574] : INFO : Epoch 1910 | loss: 0.0311574 | val_loss: 0.0311691 | Time: 3713.71 ms [2021-04-11 10:37:29 main:574] : INFO : Epoch 1911 | loss: 0.0311573 | val_loss: 0.0311759 | Time: 3701.07 ms [2021-04-11 10:37:33 main:574] : INFO : Epoch 1912 | loss: 0.0311572 | val_loss: 0.031168 | Time: 3785.46 ms [2021-04-11 10:37:36 main:574] : INFO : Epoch 1913 | loss: 0.0311564 | val_loss: 0.0311697 | Time: 3742.48 ms [2021-04-11 10:37:40 main:574] : INFO : Epoch 1914 | loss: 0.0311598 | val_loss: 0.0311705 | Time: 3779.65 ms [2021-04-11 10:37:44 main:574] : INFO : Epoch 1915 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 3717.65 ms [2021-04-11 10:37:48 main:574] : INFO : Epoch 1916 | loss: 0.0311559 | val_loss: 0.0311722 | Time: 3817.15 ms [2021-04-11 10:37:51 main:574] : INFO : Epoch 1917 | loss: 0.031158 | val_loss: 0.0311703 | Time: 3707.39 ms [2021-04-11 10:37:55 main:574] : INFO : Epoch 1918 | loss: 0.0311566 | val_loss: 0.0311719 | Time: 3716.23 ms [2021-04-11 10:37:59 main:574] : INFO : Epoch 1919 | loss: 0.031157 | val_loss: 0.0311704 | Time: 3807.51 ms [2021-04-11 10:38:03 main:574] : INFO : Epoch 1920 | loss: 0.0311568 | val_loss: 0.0311706 | Time: 3844.82 ms [2021-04-11 10:38:06 main:574] : INFO : Epoch 1921 | loss: 0.0311565 | val_loss: 0.0311703 | Time: 3732.81 ms [2021-04-11 10:38:10 main:574] : INFO : Epoch 1922 | loss: 0.0311571 | val_loss: 0.031173 | Time: 4029.36 ms [2021-04-11 10:38:15 main:574] : INFO : Epoch 1923 | loss: 0.0311576 | val_loss: 0.0311703 | Time: 4229.91 ms [2021-04-11 10:38:19 main:574] : INFO : Epoch 1924 | loss: 0.0311554 | val_loss: 0.0311712 | Time: 4087.62 ms [2021-04-11 10:38:23 main:574] : INFO : Epoch 1925 | loss: 0.031156 | val_loss: 0.03117 | Time: 4047.52 ms [2021-04-11 10:38:27 main:574] : INFO : Epoch 1926 | loss: 0.0311558 | val_loss: 0.0311754 | Time: 4027.84 ms [2021-04-11 10:38:31 main:574] : INFO : Epoch 1927 | loss: 0.0311663 | val_loss: 0.0311803 | Time: 4036.77 ms [2021-04-11 10:38:35 main:574] : INFO : Epoch 1928 | loss: 0.0311655 | val_loss: 0.0311783 | Time: 4000.75 ms [2021-04-11 10:38:39 main:574] : INFO : Epoch 1929 | loss: 0.0311635 | val_loss: 0.0311742 | Time: 4053.11 ms [2021-04-11 10:38:43 main:574] : INFO : Epoch 1930 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 4027.92 ms [2021-04-11 10:38:47 main:574] : INFO : Epoch 1931 | loss: 0.0311628 | val_loss: 0.0311746 | Time: 4023.01 ms [2021-04-11 10:38:51 main:574] : INFO : Epoch 1932 | loss: 0.0311623 | val_loss: 0.0311764 | Time: 4004.95 ms [2021-04-11 10:38:55 main:574] : INFO : Epoch 1933 | loss: 0.0311604 | val_loss: 0.0311753 | Time: 4059.19 ms [2021-04-11 10:38:59 main:574] : INFO : Epoch 1934 | loss: 0.0311616 | val_loss: 0.0311733 | Time: 4049.58 ms [2021-04-11 10:39:03 main:574] : INFO : Epoch 1935 | loss: 0.0311623 | val_loss: 0.0311846 | Time: 4087.9 ms [2021-04-11 10:39:07 main:574] : INFO : Epoch 1936 | loss: 0.031166 | val_loss: 0.0311777 | Time: 4073.26 ms [2021-04-11 10:39:11 main:574] : INFO : Epoch 1937 | loss: 0.0311624 | val_loss: 0.0311756 | Time: 4006.15 ms [2021-04-11 10:39:15 main:574] : INFO : Epoch 1938 | loss: 0.0311614 | val_loss: 0.0311786 | Time: 4083.03 ms [2021-04-11 10:39:20 main:574] : INFO : Epoch 1939 | loss: 0.0311632 | val_loss: 0.0311763 | Time: 4216.37 ms [2021-04-11 10:39:24 main:574] : INFO : Epoch 1940 | loss: 0.031163 | val_loss: 0.0311728 | Time: 4268.28 ms [2021-04-11 10:39:28 main:574] : INFO : Epoch 1941 | loss: 0.0311592 | val_loss: 0.031172 | Time: 4121.5 ms [2021-04-11 10:39:32 main:574] : INFO : Epoch 1942 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 4115.95 ms [2021-04-11 10:39:36 main:574] : INFO : Epoch 1943 | loss: 0.0311574 | val_loss: 0.0311726 | Time: 4172.06 ms [2021-04-11 10:39:40 main:574] : INFO : Epoch 1944 | loss: 0.031159 | val_loss: 0.0311717 | Time: 4016.09 ms [2021-04-11 10:39:45 main:574] : INFO : Epoch 1945 | loss: 0.0311571 | val_loss: 0.031172 | Time: 4220.45 ms [2021-04-11 10:39:49 main:574] : INFO : Epoch 1946 | loss: 0.0311596 | val_loss: 0.0311729 | Time: 4064.69 ms [2021-04-11 10:39:53 main:574] : INFO : Epoch 1947 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 4039.96 ms [2021-04-11 10:39:57 main:574] : INFO : Epoch 1948 | loss: 0.0311594 | val_loss: 0.0311713 | Time: 4239.76 ms [2021-04-11 10:40:01 main:574] : INFO : Epoch 1949 | loss: 0.0311584 | val_loss: 0.0311706 | Time: 4205.56 ms [2021-04-11 10:40:05 main:574] : INFO : Epoch 1950 | loss: 0.0311591 | val_loss: 0.03117 | Time: 4146.51 ms [2021-04-11 10:40:10 main:574] : INFO : Epoch 1951 | loss: 0.0311587 | val_loss: 0.0311737 | Time: 4233.22 ms [2021-04-11 10:40:14 main:574] : INFO : Epoch 1952 | loss: 0.0311579 | val_loss: 0.0311695 | Time: 4313.28 ms [2021-04-11 10:40:18 main:574] : INFO : Epoch 1953 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 4401.21 ms [2021-04-11 10:40:23 main:574] : INFO : Epoch 1954 | loss: 0.031157 | val_loss: 0.0311703 | Time: 4472.2 ms [2021-04-11 10:40:27 main:574] : INFO : Epoch 1955 | loss: 0.0311574 | val_loss: 0.0311708 | Time: 4385.47 ms [2021-04-11 10:40:32 main:574] : INFO : Epoch 1956 | loss: 0.031157 | val_loss: 0.0311733 | Time: 4378.12 ms [2021-04-11 10:40:36 main:574] : INFO : Epoch 1957 | loss: 0.0311589 | val_loss: 0.0311819 | Time: 4364.27 ms [2021-04-11 10:40:40 main:574] : INFO : Epoch 1958 | loss: 0.03116 | val_loss: 0.0311726 | Time: 4425.67 ms [2021-04-11 10:40:45 main:574] : INFO : Epoch 1959 | loss: 0.0311576 | val_loss: 0.03117 | Time: 4359.83 ms [2021-04-11 10:40:49 main:574] : INFO : Epoch 1960 | loss: 0.0311554 | val_loss: 0.0311701 | Time: 4427.62 ms [2021-04-11 10:40:54 main:574] : INFO : Epoch 1961 | loss: 0.0311561 | val_loss: 0.0311693 | Time: 4485.79 ms [2021-04-11 10:40:58 main:574] : INFO : Epoch 1962 | loss: 0.0311576 | val_loss: 0.0311726 | Time: 4327.17 ms [2021-04-11 10:41:02 main:574] : INFO : Epoch 1963 | loss: 0.0311645 | val_loss: 0.0311772 | Time: 4451.66 ms [2021-04-11 10:41:07 main:574] : INFO : Epoch 1964 | loss: 0.0311609 | val_loss: 0.0311691 | Time: 4430 ms [2021-04-11 10:41:11 main:574] : INFO : Epoch 1965 | loss: 0.0311611 | val_loss: 0.0311699 | Time: 4373.32 ms [2021-04-11 10:41:16 main:574] : INFO : Epoch 1966 | loss: 0.0311559 | val_loss: 0.0311786 | Time: 4415.16 ms [2021-04-11 10:41:20 main:574] : INFO : Epoch 1967 | loss: 0.0311572 | val_loss: 0.0311743 | Time: 4680.53 ms [2021-04-11 10:41:25 main:574] : INFO : Epoch 1968 | loss: 0.0311561 | val_loss: 0.031172 | Time: 4429.32 ms [2021-04-11 10:41:29 main:574] : INFO : Epoch 1969 | loss: 0.0311571 | val_loss: 0.0311738 | Time: 4398.09 ms [2021-04-11 10:41:34 main:574] : INFO : Epoch 1970 | loss: 0.0311545 | val_loss: 0.0311703 | Time: 4611.05 ms [2021-04-11 10:41:39 main:574] : INFO : Epoch 1971 | loss: 0.0311549 | val_loss: 0.0311667 | Time: 4930.77 ms [2021-04-11 10:41:44 main:574] : INFO : Epoch 1972 | loss: 0.0311546 | val_loss: 0.0311698 | Time: 4756.2 ms [2021-04-11 10:41:48 main:574] : INFO : Epoch 1973 | loss: 0.0311546 | val_loss: 0.0311716 | Time: 4477.74 ms [2021-04-11 10:41:53 main:574] : INFO : Epoch 1974 | loss: 0.0311544 | val_loss: 0.0311719 | Time: 4443.57 ms [2021-04-11 10:41:57 main:574] : INFO : Epoch 1975 | loss: 0.0311532 | val_loss: 0.0311688 | Time: 4425.8 ms [2021-04-11 10:42:01 main:574] : INFO : Epoch 1976 | loss: 0.0311529 | val_loss: 0.0311682 | Time: 4485.76 ms [2021-04-11 10:42:06 main:574] : INFO : Epoch 1977 | loss: 0.0311536 | val_loss: 0.0311704 | Time: 4656.58 ms [2021-04-11 10:42:11 main:574] : INFO : Epoch 1978 | loss: 0.0311549 | val_loss: 0.0311684 | Time: 4717.42 ms [2021-04-11 10:42:16 main:574] : INFO : Epoch 1979 | loss: 0.0311564 | val_loss: 0.0311708 | Time: 4824.6 ms [2021-04-11 10:42:21 main:574] : INFO : Epoch 1980 | loss: 0.031154 | val_loss: 0.031169 | Time: 4852.03 ms [2021-04-11 10:42:25 main:574] : INFO : Epoch 1981 | loss: 0.031153 | val_loss: 0.0311705 | Time: 4900.46 ms [2021-04-11 10:42:30 main:574] : INFO : Epoch 1982 | loss: 0.0311521 | val_loss: 0.0311702 | Time: 4833.36 ms [2021-04-11 10:42:47 main:574] : INFO : Epoch 1983 | loss: 0.0311521 | val_loss: 0.0311686 | Time: 16218.2 ms [2021-04-11 10:42:51 main:574] : INFO : Epoch 1984 | loss: 0.0311514 | val_loss: 0.0311677 | Time: 4300.11 ms [2021-04-11 10:42:56 main:574] : INFO : Epoch 1985 | loss: 0.0311522 | val_loss: 0.031168 | Time: 4875.88 ms [2021-04-11 10:43:01 main:574] : INFO : Epoch 1986 | loss: 0.0311542 | val_loss: 0.0311769 | Time: 4912.14 ms [2021-04-11 10:43:05 main:574] : INFO : Epoch 1987 | loss: 0.031153 | val_loss: 0.0311691 | Time: 4868.64 ms [2021-04-11 10:43:10 main:574] : INFO : Epoch 1988 | loss: 0.0311549 | val_loss: 0.0311709 | Time: 4821.33 ms [2021-04-11 10:43:15 main:574] : INFO : Epoch 1989 | loss: 0.0311529 | val_loss: 0.0311689 | Time: 4833.74 ms [2021-04-11 10:43:20 main:574] : INFO : Epoch 1990 | loss: 0.0311555 | val_loss: 0.0311736 | Time: 5189.53 ms [2021-04-11 10:43:25 main:574] : INFO : Epoch 1991 | loss: 0.0311557 | val_loss: 0.0311791 | Time: 4883.03 ms [2021-04-11 10:43:30 main:574] : INFO : Epoch 1992 | loss: 0.0311559 | val_loss: 0.0311714 | Time: 4992.23 ms [2021-04-11 10:43:35 main:574] : INFO : Epoch 1993 | loss: 0.0311538 | val_loss: 0.0311697 | Time: 5030.11 ms [2021-04-11 10:43:40 main:574] : INFO : Epoch 1994 | loss: 0.031152 | val_loss: 0.031171 | Time: 4998.93 ms [2021-04-11 10:43:45 main:574] : INFO : Epoch 1995 | loss: 0.0311513 | val_loss: 0.0311695 | Time: 4898.39 ms [2021-04-11 10:43:50 main:574] : INFO : Epoch 1996 | loss: 0.0311509 | val_loss: 0.031172 | Time: 4892.72 ms [2021-04-11 10:43:55 main:574] : INFO : Epoch 1997 | loss: 0.0311521 | val_loss: 0.0311748 | Time: 4903.55 ms [2021-04-11 10:44:00 main:574] : INFO : Epoch 1998 | loss: 0.031151 | val_loss: 0.0311717 | Time: 4930.37 ms [2021-04-11 10:44:05 main:574] : INFO : Epoch 1999 | loss: 0.0311523 | val_loss: 0.0311747 | Time: 4973.61 ms [2021-04-11 10:44:10 main:574] : INFO : Epoch 2000 | loss: 0.0311529 | val_loss: 0.0311716 | Time: 5093.18 ms [2021-04-11 10:44:15 main:574] : INFO : Epoch 2001 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 4858.87 ms [2021-04-11 10:44:20 main:574] : INFO : Epoch 2002 | loss: 0.031156 | val_loss: 0.0311672 | Time: 4978.03 ms [2021-04-11 10:44:25 main:574] : INFO : Epoch 2003 | loss: 0.0311613 | val_loss: 0.0311772 | Time: 4852.05 ms [2021-04-11 10:44:30 main:574] : INFO : Epoch 2004 | loss: 0.031161 | val_loss: 0.0311725 | Time: 4812.32 ms [2021-04-11 10:44:34 main:574] : INFO : Epoch 2005 | loss: 0.0311561 | val_loss: 0.0311694 | Time: 4800.81 ms [2021-04-11 10:44:39 main:574] : INFO : Epoch 2006 | loss: 0.0311557 | val_loss: 0.0311677 | Time: 4839.93 ms [2021-04-11 10:44:44 main:574] : INFO : Epoch 2007 | loss: 0.0311526 | val_loss: 0.031166 | Time: 4868.92 ms [2021-04-11 10:44:49 main:574] : INFO : Epoch 2008 | loss: 0.031153 | val_loss: 0.0311694 | Time: 4767.6 ms [2021-04-11 10:44:54 main:574] : INFO : Epoch 2009 | loss: 0.031155 | val_loss: 0.0311727 | Time: 4827.15 ms [2021-04-11 10:44:59 main:574] : INFO : Epoch 2010 | loss: 0.0311547 | val_loss: 0.0311691 | Time: 4835.27 ms [2021-04-11 10:45:04 main:574] : INFO : Epoch 2011 | loss: 0.0311532 | val_loss: 0.0311658 | Time: 4986.84 ms [2021-04-11 10:45:09 main:574] : INFO : Epoch 2012 | loss: 0.0311517 | val_loss: 0.0311672 | Time: 4990.7 ms [2021-04-11 10:45:14 main:574] : INFO : Epoch 2013 | loss: 0.0311534 | val_loss: 0.0311675 | Time: 5003.55 ms [2021-04-11 10:45:18 main:574] : INFO : Epoch 2014 | loss: 0.0311526 | val_loss: 0.03117 | Time: 4555.32 ms [2021-04-11 10:45:23 main:574] : INFO : Epoch 2015 | loss: 0.0311521 | val_loss: 0.0311651 | Time: 4515.99 ms [2021-04-11 10:45:27 main:574] : INFO : Epoch 2016 | loss: 0.0311517 | val_loss: 0.0311667 | Time: 4440.59 ms [2021-04-11 10:45:31 main:574] : INFO : Epoch 2017 | loss: 0.031153 | val_loss: 0.0311682 | Time: 4393.22 ms [2021-04-11 10:45:36 main:574] : INFO : Epoch 2018 | loss: 0.0311556 | val_loss: 0.0311719 | Time: 4528.7 ms [2021-04-11 10:45:41 main:574] : INFO : Epoch 2019 | loss: 0.031155 | val_loss: 0.0311786 | Time: 4485.92 ms [2021-04-11 10:45:45 main:574] : INFO : Epoch 2020 | loss: 0.0311575 | val_loss: 0.0311708 | Time: 4409.62 ms [2021-04-11 10:45:49 main:574] : INFO : Epoch 2021 | loss: 0.0311525 | val_loss: 0.0311689 | Time: 4457.79 ms [2021-04-11 10:45:54 main:574] : INFO : Epoch 2022 | loss: 0.0311588 | val_loss: 0.0311869 | Time: 4428.46 ms [2021-04-11 10:45:58 main:574] : INFO : Epoch 2023 | loss: 0.0311574 | val_loss: 0.0311697 | Time: 4416.03 ms [2021-04-11 10:46:03 main:574] : INFO : Epoch 2024 | loss: 0.0311516 | val_loss: 0.0311686 | Time: 4568.96 ms [2021-04-11 10:46:07 main:574] : INFO : Epoch 2025 | loss: 0.0311517 | val_loss: 0.0311698 | Time: 4419.82 ms [2021-04-11 10:46:12 main:574] : INFO : Epoch 2026 | loss: 0.0311535 | val_loss: 0.0311704 | Time: 4496.31 ms [2021-04-11 10:46:17 main:574] : INFO : Epoch 2027 | loss: 0.0311539 | val_loss: 0.0311695 | Time: 4797.23 ms [2021-04-11 10:46:21 main:574] : INFO : Epoch 2028 | loss: 0.0311534 | val_loss: 0.0311688 | Time: 4906.72 ms [2021-04-11 10:46:26 main:574] : INFO : Epoch 2029 | loss: 0.0311534 | val_loss: 0.0311698 | Time: 4799.99 ms [2021-04-11 10:46:31 main:574] : INFO : Epoch 2030 | loss: 0.0311534 | val_loss: 0.0311731 | Time: 4829.81 ms [2021-04-11 10:46:36 main:574] : INFO : Epoch 2031 | loss: 0.0311519 | val_loss: 0.0311703 | Time: 4841.91 ms [2021-04-11 10:46:41 main:574] : INFO : Epoch 2032 | loss: 0.0311518 | val_loss: 0.0311739 | Time: 4827.02 ms [2021-04-11 10:46:46 main:574] : INFO : Epoch 2033 | loss: 0.0311532 | val_loss: 0.0311702 | Time: 4826.33 ms [2021-04-11 10:46:51 main:574] : INFO : Epoch 2034 | loss: 0.0311508 | val_loss: 0.0311704 | Time: 4873.56 ms [2021-04-11 10:46:55 main:574] : INFO : Epoch 2035 | loss: 0.0311532 | val_loss: 0.031169 | Time: 4805.33 ms [2021-04-11 10:47:00 main:574] : INFO : Epoch 2036 | loss: 0.0311518 | val_loss: 0.0311684 | Time: 4848.95 ms [2021-04-11 10:47:05 main:574] : INFO : Epoch 2037 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 4874.48 ms [2021-04-11 10:47:10 main:574] : INFO : Epoch 2038 | loss: 0.0311509 | val_loss: 0.0311681 | Time: 4860.01 ms [2021-04-11 10:47:15 main:574] : INFO : Epoch 2039 | loss: 0.0311516 | val_loss: 0.0311754 | Time: 4819.79 ms [2021-04-11 10:47:20 main:574] : INFO : Epoch 2040 | loss: 0.0311528 | val_loss: 0.0311695 | Time: 4958.05 ms [2021-04-11 10:47:25 main:574] : INFO : Epoch 2041 | loss: 0.0311556 | val_loss: 0.0311703 | Time: 4785.49 ms [2021-04-11 10:47:29 main:574] : INFO : Epoch 2042 | loss: 0.031152 | val_loss: 0.0311705 | Time: 4806.73 ms [2021-04-11 10:47:34 main:574] : INFO : Epoch 2043 | loss: 0.0311496 | val_loss: 0.0311704 | Time: 4933.45 ms [2021-04-11 10:47:39 main:574] : INFO : Epoch 2044 | loss: 0.0311487 | val_loss: 0.0311705 | Time: 5126.63 ms [2021-04-11 10:47:44 main:574] : INFO : Epoch 2045 | loss: 0.0311479 | val_loss: 0.0311712 | Time: 4921.42 ms [2021-04-11 10:47:49 main:574] : INFO : Epoch 2046 | loss: 0.0311487 | val_loss: 0.0311753 | Time: 4810.47 ms [2021-04-11 10:47:54 main:574] : INFO : Epoch 2047 | loss: 0.0311502 | val_loss: 0.0311712 | Time: 4827.16 ms [2021-04-11 10:47:59 main:574] : INFO : Epoch 2048 | loss: 0.0311487 | val_loss: 0.0311694 | Time: 4831.86 ms [2021-04-11 10:47:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311694 [2021-04-11 10:47:59 main:603] : INFO : Saving end state to config to file [2021-04-11 10:47:59 main:608] : INFO : Success, exiting.. 10:47:59 (65552): 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)