Task 2845031
| Name | rand_automata_0018-1604983414-1292-1_1 |
| Workunit | 1282040 |
| Created | 11 Nov 2020, 7:44:01 UTC |
| Sent | 11 Nov 2020, 7:44:15 UTC |
| Report deadline | 18 Nov 2020, 7:44:15 UTC |
| Received | 11 Nov 2020, 12:46:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 13 min 24 sec |
| CPU time | 12 min 45 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 4,174.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.04 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 970) [2020-11-11 14:32:37 main:435] : INFO : Set logging level to 1 [2020-11-11 14:32:38 main:441] : INFO : Running in BOINC Client mode [2020-11-11 14:32:38 main:444] : INFO : Resolving all filenames [2020-11-11 14:32:38 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0018-train-val-dataset.hdf5 (exists = 1) [2020-11-11 14:32:38 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0018-1604983414-1292-1_1_r1075792447_1 (exists = 0) [2020-11-11 14:32:38 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0018-1604983414-1292-1_1_r1075792447_0 (exists = 0) [2020-11-11 14:32:38 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0018-1604983414-1292-1 (exists = 1) [2020-11-11 14:32:38 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 14:32:38 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0018-train-val-dataset.hdf5 [2020-11-11 14:32:38 main:474] : INFO : Configuration: [2020-11-11 14:32:38 main:475] : INFO : Model type: LSTM [2020-11-11 14:32:38 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 14:32:38 main:477] : INFO : Max Epochs: 192 [2020-11-11 14:32:38 main:478] : INFO : Batch Size: 32 [2020-11-11 14:32:38 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 14:32:38 main:480] : INFO : Patience: 10 [2020-11-11 14:32:38 main:481] : INFO : Hidden Width: 64 [2020-11-11 14:32:38 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 14:32:38 main:483] : INFO : # Backend Layers: 2 [2020-11-11 14:32:38 main:484] : INFO : # Threads: 1 [2020-11-11 14:32:38 main:486] : INFO : Preparing Dataset [2020-11-11 14:32:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0018-train-val-dataset.hdf5 into memory [2020-11-11 14:32:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0018-train-val-dataset.hdf5 into memory [2020-11-11 14:32:40 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 14:32:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0018-train-val-dataset.hdf5 into memory [2020-11-11 14:32:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0018-train-val-dataset.hdf5 into memory [2020-11-11 14:32:41 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 14:32:41 main:494] : INFO : Creating Model [2020-11-11 14:32:41 main:507] : INFO : Preparing config file [2020-11-11 14:32:41 main:519] : INFO : Creating new config file [2020-11-11 14:32:41 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 14:32:42 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 14:32:42 main:562] : INFO : Starting Training [2020-11-11 14:32:46 main:574] : INFO : Epoch 1 | loss: 0.00012354 | val_loss: 0.000107882 | Time: 4719.46 ms [2020-11-11 14:32:50 main:574] : INFO : Epoch 2 | loss: 0.00010691 | val_loss: 0.000106536 | Time: 3926.46 ms [2020-11-11 14:32:54 main:574] : INFO : Epoch 3 | loss: 0.00010599 | val_loss: 0.000106027 | Time: 4132.53 ms [2020-11-11 14:32:58 main:574] : INFO : Epoch 4 | loss: 0.000104417 | val_loss: 0.000102784 | Time: 3864.39 ms [2020-11-11 14:33:03 main:574] : INFO : Epoch 5 | loss: 0.000102369 | val_loss: 0.000101376 | Time: 4176.23 ms [2020-11-11 14:33:07 main:574] : INFO : Epoch 6 | loss: 0.000100671 | val_loss: 9.95877e-05 | Time: 3988.95 ms [2020-11-11 14:33:11 main:574] : INFO : Epoch 7 | loss: 9.86532e-05 | val_loss: 9.89463e-05 | Time: 3941.86 ms [2020-11-11 14:33:15 main:574] : INFO : Epoch 8 | loss: 9.66051e-05 | val_loss: 9.63686e-05 | Time: 4106.22 ms [2020-11-11 14:33:19 main:574] : INFO : Epoch 9 | loss: 9.50529e-05 | val_loss: 9.45873e-05 | Time: 3858.59 ms [2020-11-11 14:33:23 main:574] : INFO : Epoch 10 | loss: 9.29352e-05 | val_loss: 9.1531e-05 | Time: 4142.72 ms [2020-11-11 14:33:27 main:574] : INFO : Epoch 11 | loss: 9.11403e-05 | val_loss: 9.17145e-05 | Time: 3938.26 ms [2020-11-11 14:33:31 main:574] : INFO : Epoch 12 | loss: 8.99555e-05 | val_loss: 8.9422e-05 | Time: 4046.7 ms [2020-11-11 14:33:35 main:574] : INFO : Epoch 13 | loss: 8.79641e-05 | val_loss: 8.69784e-05 | Time: 4113.46 ms [2020-11-11 14:33:39 main:574] : INFO : Epoch 14 | loss: 8.62466e-05 | val_loss: 8.68979e-05 | Time: 3863.24 ms [2020-11-11 14:33:43 main:574] : INFO : Epoch 15 | loss: 8.50146e-05 | val_loss: 8.39335e-05 | Time: 4107.23 ms [2020-11-11 14:33:47 main:574] : INFO : Epoch 16 | loss: 8.34295e-05 | val_loss: 8.22144e-05 | Time: 3850.55 ms [2020-11-11 14:33:51 main:574] : INFO : Epoch 17 | loss: 8.20727e-05 | val_loss: 8.09286e-05 | Time: 4117.95 ms [2020-11-11 14:33:56 main:574] : INFO : Epoch 18 | loss: 8.06236e-05 | val_loss: 7.92998e-05 | Time: 4176.62 ms [2020-11-11 14:33:59 main:574] : INFO : Epoch 19 | loss: 7.92624e-05 | val_loss: 7.90195e-05 | Time: 3832.58 ms [2020-11-11 14:34:04 main:574] : INFO : Epoch 20 | loss: 7.7746e-05 | val_loss: 7.83607e-05 | Time: 4108.22 ms [2020-11-11 14:34:07 main:574] : INFO : Epoch 21 | loss: 7.63658e-05 | val_loss: 7.56718e-05 | Time: 3798.19 ms [2020-11-11 14:34:12 main:574] : INFO : Epoch 22 | loss: 7.52589e-05 | val_loss: 7.47403e-05 | Time: 4092.46 ms [2020-11-11 14:34:16 main:574] : INFO : Epoch 23 | loss: 7.38732e-05 | val_loss: 7.38675e-05 | Time: 4101.73 ms [2020-11-11 14:34:20 main:574] : INFO : Epoch 24 | loss: 7.28051e-05 | val_loss: 7.16578e-05 | Time: 3839.56 ms [2020-11-11 14:34:24 main:574] : INFO : Epoch 25 | loss: 7.16836e-05 | val_loss: 7.1429e-05 | Time: 4178.37 ms [2020-11-11 14:34:28 main:574] : INFO : Epoch 26 | loss: 7.06337e-05 | val_loss: 7.06607e-05 | Time: 3823.85 ms [2020-11-11 14:34:32 main:574] : INFO : Epoch 27 | loss: 6.98859e-05 | val_loss: 6.88696e-05 | Time: 4112.9 ms [2020-11-11 14:34:36 main:574] : INFO : Epoch 28 | loss: 6.83943e-05 | val_loss: 6.76016e-05 | Time: 4082.47 ms [2020-11-11 14:34:40 main:574] : INFO : Epoch 29 | loss: 6.74921e-05 | val_loss: 6.68999e-05 | Time: 3827.3 ms [2020-11-11 14:34:44 main:574] : INFO : Epoch 30 | loss: 6.66337e-05 | val_loss: 6.64257e-05 | Time: 4142.81 ms [2020-11-11 14:34:48 main:574] : INFO : Epoch 31 | loss: 6.56074e-05 | val_loss: 6.52072e-05 | Time: 3867.75 ms [2020-11-11 14:34:52 main:574] : INFO : Epoch 32 | loss: 6.4679e-05 | val_loss: 6.43743e-05 | Time: 4129.76 ms [2020-11-11 14:34:56 main:574] : INFO : Epoch 33 | loss: 6.39084e-05 | val_loss: 6.37279e-05 | Time: 4044.46 ms [2020-11-11 14:35:00 main:574] : INFO : Epoch 34 | loss: 6.29575e-05 | val_loss: 6.23241e-05 | Time: 3852.13 ms [2020-11-11 14:35:04 main:574] : INFO : Epoch 35 | loss: 6.19473e-05 | val_loss: 6.107e-05 | Time: 4125.4 ms [2020-11-11 14:35:08 main:574] : INFO : Epoch 36 | loss: 6.14314e-05 | val_loss: 6.18656e-05 | Time: 3824.65 ms [2020-11-11 14:35:12 main:574] : INFO : Epoch 37 | loss: 6.03005e-05 | val_loss: 5.92445e-05 | Time: 4108.27 ms [2020-11-11 14:35:16 main:574] : INFO : Epoch 38 | loss: 5.90762e-05 | val_loss: 5.94489e-05 | Time: 4025.78 ms [2020-11-11 14:35:20 main:574] : INFO : Epoch 39 | loss: 5.90509e-05 | val_loss: 5.85614e-05 | Time: 3942.65 ms [2020-11-11 14:35:25 main:574] : INFO : Epoch 40 | loss: 5.78558e-05 | val_loss: 5.73776e-05 | Time: 4077.07 ms [2020-11-11 14:35:28 main:574] : INFO : Epoch 41 | loss: 5.70966e-05 | val_loss: 5.6259e-05 | Time: 3853.61 ms [2020-11-11 14:35:33 main:574] : INFO : Epoch 42 | loss: 5.65346e-05 | val_loss: 5.64465e-05 | Time: 4124.43 ms [2020-11-11 14:35:37 main:574] : INFO : Epoch 43 | loss: 5.58939e-05 | val_loss: 5.59349e-05 | Time: 3973.22 ms [2020-11-11 14:35:41 main:574] : INFO : Epoch 44 | loss: 5.49715e-05 | val_loss: 5.45158e-05 | Time: 4013.25 ms [2020-11-11 14:35:45 main:574] : INFO : Epoch 45 | loss: 5.41888e-05 | val_loss: 5.44256e-05 | Time: 4183.54 ms [2020-11-11 14:35:49 main:574] : INFO : Epoch 46 | loss: 5.3837e-05 | val_loss: 5.33363e-05 | Time: 3885.52 ms [2020-11-11 14:35:53 main:574] : INFO : Epoch 47 | loss: 5.30039e-05 | val_loss: 5.27214e-05 | Time: 4143.07 ms [2020-11-11 14:35:57 main:574] : INFO : Epoch 48 | loss: 5.22748e-05 | val_loss: 5.23716e-05 | Time: 3865.86 ms [2020-11-11 14:36:01 main:574] : INFO : Epoch 49 | loss: 5.15883e-05 | val_loss: 5.16653e-05 | Time: 4060.52 ms [2020-11-11 14:36:05 main:574] : INFO : Epoch 50 | loss: 5.15068e-05 | val_loss: 5.1265e-05 | Time: 4091.24 ms [2020-11-11 14:36:09 main:574] : INFO : Epoch 51 | loss: 5.05856e-05 | val_loss: 5.08945e-05 | Time: 3841.86 ms [2020-11-11 14:36:13 main:574] : INFO : Epoch 52 | loss: 5.01809e-05 | val_loss: 5.06906e-05 | Time: 4169.77 ms [2020-11-11 14:36:17 main:574] : INFO : Epoch 53 | loss: 4.95187e-05 | val_loss: 4.96532e-05 | Time: 3854.78 ms [2020-11-11 14:36:22 main:574] : INFO : Epoch 54 | loss: 4.9054e-05 | val_loss: 4.82454e-05 | Time: 4119.46 ms [2020-11-11 14:36:26 main:574] : INFO : Epoch 55 | loss: 4.83598e-05 | val_loss: 4.82361e-05 | Time: 4162.93 ms [2020-11-11 14:36:30 main:574] : INFO : Epoch 56 | loss: 4.78655e-05 | val_loss: 4.79713e-05 | Time: 3823.79 ms [2020-11-11 14:36:34 main:574] : INFO : Epoch 57 | loss: 4.73208e-05 | val_loss: 4.72364e-05 | Time: 4110.79 ms [2020-11-11 14:36:38 main:574] : INFO : Epoch 58 | loss: 4.72877e-05 | val_loss: 4.63615e-05 | Time: 3822.27 ms [2020-11-11 14:36:42 main:574] : INFO : Epoch 59 | loss: 4.61812e-05 | val_loss: 4.61093e-05 | Time: 4138.29 ms [2020-11-11 14:36:46 main:574] : INFO : Epoch 60 | loss: 4.57567e-05 | val_loss: 4.65204e-05 | Time: 4091.5 ms [2020-11-11 14:36:50 main:574] : INFO : Epoch 61 | loss: 4.54067e-05 | val_loss: 4.47598e-05 | Time: 3812.74 ms [2020-11-11 14:36:54 main:574] : INFO : Epoch 62 | loss: 4.50283e-05 | val_loss: 4.52667e-05 | Time: 4051.8 ms [2020-11-11 14:36:58 main:574] : INFO : Epoch 63 | loss: 4.44649e-05 | val_loss: 4.45025e-05 | Time: 3845.4 ms [2020-11-11 14:37:02 main:574] : INFO : Epoch 64 | loss: 4.39744e-05 | val_loss: 4.37669e-05 | Time: 4152.6 ms [2020-11-11 14:37:06 main:574] : INFO : Epoch 65 | loss: 4.34897e-05 | val_loss: 4.43881e-05 | Time: 4134.11 ms [2020-11-11 14:37:10 main:574] : INFO : Epoch 66 | loss: 4.31049e-05 | val_loss: 4.2727e-05 | Time: 3861.32 ms [2020-11-11 14:37:14 main:574] : INFO : Epoch 67 | loss: 4.28325e-05 | val_loss: 4.29613e-05 | Time: 4115.34 ms [2020-11-11 14:37:18 main:574] : INFO : Epoch 68 | loss: 4.21386e-05 | val_loss: 4.20818e-05 | Time: 3835.28 ms [2020-11-11 14:37:22 main:574] : INFO : Epoch 69 | loss: 4.17303e-05 | val_loss: 4.12592e-05 | Time: 4097.77 ms [2020-11-11 14:37:26 main:574] : INFO : Epoch 70 | loss: 4.15707e-05 | val_loss: 4.06938e-05 | Time: 4045.67 ms [2020-11-11 14:37:30 main:574] : INFO : Epoch 71 | loss: 4.07967e-05 | val_loss: 4.11162e-05 | Time: 3912.34 ms [2020-11-11 14:37:35 main:574] : INFO : Epoch 72 | loss: 4.06634e-05 | val_loss: 4.0984e-05 | Time: 4174.93 ms [2020-11-11 14:37:38 main:574] : INFO : Epoch 73 | loss: 4.02824e-05 | val_loss: 4.00582e-05 | Time: 3874.52 ms [2020-11-11 14:37:43 main:574] : INFO : Epoch 74 | loss: 4.0027e-05 | val_loss: 3.96859e-05 | Time: 4128.43 ms [2020-11-11 14:37:47 main:574] : INFO : Epoch 75 | loss: 3.96166e-05 | val_loss: 3.96056e-05 | Time: 3930.09 ms [2020-11-11 14:37:51 main:574] : INFO : Epoch 76 | loss: 3.91077e-05 | val_loss: 3.88565e-05 | Time: 4242.99 ms [2020-11-11 14:37:55 main:574] : INFO : Epoch 77 | loss: 3.91674e-05 | val_loss: 3.88054e-05 | Time: 4349.65 ms [2020-11-11 14:37:59 main:574] : INFO : Epoch 78 | loss: 3.85253e-05 | val_loss: 3.84846e-05 | Time: 3865.37 ms [2020-11-11 14:38:03 main:574] : INFO : Epoch 79 | loss: 3.80701e-05 | val_loss: 3.86609e-05 | Time: 4143.02 ms [2020-11-11 14:38:07 main:574] : INFO : Epoch 80 | loss: 3.87221e-05 | val_loss: 3.7398e-05 | Time: 3851.77 ms [2020-11-11 14:38:11 main:574] : INFO : Epoch 81 | loss: 3.73735e-05 | val_loss: 3.72248e-05 | Time: 4103.03 ms [2020-11-11 14:38:16 main:574] : INFO : Epoch 82 | loss: 3.71942e-05 | val_loss: 3.76848e-05 | Time: 4154 ms [2020-11-11 14:38:19 main:574] : INFO : Epoch 83 | loss: 3.75537e-05 | val_loss: 3.68165e-05 | Time: 3831.13 ms [2020-11-11 14:38:24 main:574] : INFO : Epoch 84 | loss: 3.69809e-05 | val_loss: 3.57743e-05 | Time: 4132.26 ms [2020-11-11 14:38:28 main:574] : INFO : Epoch 85 | loss: 3.62545e-05 | val_loss: 3.63113e-05 | Time: 3862.65 ms [2020-11-11 14:38:32 main:574] : INFO : Epoch 86 | loss: 3.61095e-05 | val_loss: 3.70794e-05 | Time: 4138.45 ms [2020-11-11 14:38:36 main:574] : INFO : Epoch 87 | loss: 3.56345e-05 | val_loss: 3.57308e-05 | Time: 4138.19 ms [2020-11-11 14:38:40 main:574] : INFO : Epoch 88 | loss: 3.51527e-05 | val_loss: 3.51408e-05 | Time: 3854.83 ms [2020-11-11 14:38:44 main:574] : INFO : Epoch 89 | loss: 3.50949e-05 | val_loss: 3.53359e-05 | Time: 4087.45 ms [2020-11-11 14:38:48 main:574] : INFO : Epoch 90 | loss: 3.4812e-05 | val_loss: 3.65246e-05 | Time: 3808.55 ms [2020-11-11 14:38:52 main:574] : INFO : Epoch 91 | loss: 3.4448e-05 | val_loss: 3.49385e-05 | Time: 4103.94 ms [2020-11-11 14:38:56 main:574] : INFO : Epoch 92 | loss: 3.41382e-05 | val_loss: 3.44297e-05 | Time: 4097.45 ms [2020-11-11 14:39:00 main:574] : INFO : Epoch 93 | loss: 3.37737e-05 | val_loss: 3.38712e-05 | Time: 3861.85 ms [2020-11-11 14:39:04 main:574] : INFO : Epoch 94 | loss: 3.34998e-05 | val_loss: 3.28913e-05 | Time: 4039.26 ms [2020-11-11 14:39:08 main:574] : INFO : Epoch 95 | loss: 3.37852e-05 | val_loss: 3.41703e-05 | Time: 3867.98 ms [2020-11-11 14:39:12 main:574] : INFO : Epoch 96 | loss: 3.36519e-05 | val_loss: 3.35577e-05 | Time: 4163.21 ms [2020-11-11 14:39:16 main:574] : INFO : Epoch 97 | loss: 3.32324e-05 | val_loss: 3.2722e-05 | Time: 4061.29 ms [2020-11-11 14:39:20 main:574] : INFO : Epoch 98 | loss: 3.30726e-05 | val_loss: 3.22017e-05 | Time: 3907.32 ms [2020-11-11 14:39:25 main:574] : INFO : Epoch 99 | loss: 3.24977e-05 | val_loss: 3.24119e-05 | Time: 4130.75 ms [2020-11-11 14:39:28 main:574] : INFO : Epoch 100 | loss: 3.22083e-05 | val_loss: 3.29749e-05 | Time: 3865.36 ms [2020-11-11 14:39:33 main:574] : INFO : Epoch 101 | loss: 3.18654e-05 | val_loss: 3.18528e-05 | Time: 4154.72 ms [2020-11-11 14:39:37 main:574] : INFO : Epoch 102 | loss: 3.2273e-05 | val_loss: 3.18277e-05 | Time: 3974.84 ms [2020-11-11 14:39:41 main:574] : INFO : Epoch 103 | loss: 3.13337e-05 | val_loss: 3.17163e-05 | Time: 3947.04 ms [2020-11-11 14:39:45 main:574] : INFO : Epoch 104 | loss: 3.13225e-05 | val_loss: 3.13621e-05 | Time: 4089.31 ms [2020-11-11 14:39:49 main:574] : INFO : Epoch 105 | loss: 3.11296e-05 | val_loss: 3.17277e-05 | Time: 3836.6 ms [2020-11-11 14:39:53 main:574] : INFO : Epoch 106 | loss: 3.0754e-05 | val_loss: 3.1477e-05 | Time: 4129.43 ms [2020-11-11 14:39:57 main:574] : INFO : Epoch 107 | loss: 3.03917e-05 | val_loss: 3.05247e-05 | Time: 3995.44 ms [2020-11-11 14:40:01 main:574] : INFO : Epoch 108 | loss: 3.03408e-05 | val_loss: 3.05133e-05 | Time: 3983.8 ms [2020-11-11 14:40:05 main:574] : INFO : Epoch 109 | loss: 3.03996e-05 | val_loss: 3.24783e-05 | Time: 4170.07 ms [2020-11-11 14:40:09 main:574] : INFO : Epoch 110 | loss: 3.01854e-05 | val_loss: 3.04373e-05 | Time: 3851.04 ms [2020-11-11 14:40:13 main:574] : INFO : Epoch 111 | loss: 2.97563e-05 | val_loss: 2.97274e-05 | Time: 4139.07 ms [2020-11-11 14:40:17 main:574] : INFO : Epoch 112 | loss: 2.97347e-05 | val_loss: 2.92073e-05 | Time: 3896.71 ms [2020-11-11 14:40:21 main:574] : INFO : Epoch 113 | loss: 2.93532e-05 | val_loss: 2.93651e-05 | Time: 4093.73 ms [2020-11-11 14:40:25 main:574] : INFO : Epoch 114 | loss: 2.98544e-05 | val_loss: 2.9237e-05 | Time: 4152.55 ms [2020-11-11 14:40:29 main:574] : INFO : Epoch 115 | loss: 2.90573e-05 | val_loss: 2.88544e-05 | Time: 3882.33 ms [2020-11-11 14:40:33 main:574] : INFO : Epoch 116 | loss: 2.86339e-05 | val_loss: 2.91183e-05 | Time: 4094.5 ms [2020-11-11 14:40:37 main:574] : INFO : Epoch 117 | loss: 2.85569e-05 | val_loss: 2.86375e-05 | Time: 3860.19 ms [2020-11-11 14:40:41 main:574] : INFO : Epoch 118 | loss: 2.83748e-05 | val_loss: 2.95968e-05 | Time: 4082.54 ms [2020-11-11 14:40:45 main:574] : INFO : Epoch 119 | loss: 2.84947e-05 | val_loss: 2.83059e-05 | Time: 4153.87 ms [2020-11-11 14:40:49 main:574] : INFO : Epoch 120 | loss: 2.80854e-05 | val_loss: 2.84893e-05 | Time: 3898.79 ms [2020-11-11 14:40:54 main:574] : INFO : Epoch 121 | loss: 2.79043e-05 | val_loss: 2.77148e-05 | Time: 4114.3 ms [2020-11-11 14:40:57 main:574] : INFO : Epoch 122 | loss: 2.80659e-05 | val_loss: 3.00782e-05 | Time: 3858.04 ms [2020-11-11 14:41:02 main:574] : INFO : Epoch 123 | loss: 2.83368e-05 | val_loss: 2.7732e-05 | Time: 4161.92 ms [2020-11-11 14:41:06 main:574] : INFO : Epoch 124 | loss: 2.73637e-05 | val_loss: 2.76824e-05 | Time: 4143.1 ms [2020-11-11 14:41:10 main:574] : INFO : Epoch 125 | loss: 2.73319e-05 | val_loss: 2.75602e-05 | Time: 3840.98 ms [2020-11-11 14:41:14 main:574] : INFO : Epoch 126 | loss: 2.6891e-05 | val_loss: 2.66222e-05 | Time: 4082.35 ms [2020-11-11 14:41:18 main:574] : INFO : Epoch 127 | loss: 2.68161e-05 | val_loss: 2.69117e-05 | Time: 3819.34 ms [2020-11-11 14:41:22 main:574] : INFO : Epoch 128 | loss: 2.69971e-05 | val_loss: 2.7685e-05 | Time: 4113.98 ms [2020-11-11 14:41:26 main:574] : INFO : Epoch 129 | loss: 2.66277e-05 | val_loss: 2.6988e-05 | Time: 4161.28 ms [2020-11-11 14:41:30 main:574] : INFO : Epoch 130 | loss: 2.64082e-05 | val_loss: 2.67473e-05 | Time: 3808.93 ms [2020-11-11 14:41:34 main:574] : INFO : Epoch 131 | loss: 2.61563e-05 | val_loss: 2.60374e-05 | Time: 4088.91 ms [2020-11-11 14:41:38 main:574] : INFO : Epoch 132 | loss: 2.59867e-05 | val_loss: 2.66697e-05 | Time: 3852.3 ms [2020-11-11 14:41:42 main:574] : INFO : Epoch 133 | loss: 2.59687e-05 | val_loss: 2.62347e-05 | Time: 4123.04 ms [2020-11-11 14:41:46 main:574] : INFO : Epoch 134 | loss: 2.93449e-05 | val_loss: 2.5752e-05 | Time: 4085.4 ms [2020-11-11 14:41:50 main:574] : INFO : Epoch 135 | loss: 2.69975e-05 | val_loss: 2.65334e-05 | Time: 3836.79 ms [2020-11-11 14:41:54 main:574] : INFO : Epoch 136 | loss: 2.54829e-05 | val_loss: 2.51333e-05 | Time: 4111.8 ms [2020-11-11 14:41:58 main:574] : INFO : Epoch 137 | loss: 2.5335e-05 | val_loss: 2.5352e-05 | Time: 3835.95 ms [2020-11-11 14:42:02 main:574] : INFO : Epoch 138 | loss: 2.50118e-05 | val_loss: 2.5838e-05 | Time: 4140.2 ms [2020-11-11 14:42:06 main:574] : INFO : Epoch 139 | loss: 2.50296e-05 | val_loss: 2.53865e-05 | Time: 4085.97 ms [2020-11-11 14:42:10 main:574] : INFO : Epoch 140 | loss: 2.49685e-05 | val_loss: 2.48737e-05 | Time: 3909.43 ms [2020-11-11 14:42:15 main:574] : INFO : Epoch 141 | loss: 2.49342e-05 | val_loss: 2.52869e-05 | Time: 4167.63 ms [2020-11-11 14:42:18 main:574] : INFO : Epoch 142 | loss: 2.4753e-05 | val_loss: 2.46844e-05 | Time: 3837.89 ms [2020-11-11 14:42:23 main:574] : INFO : Epoch 143 | loss: 2.47682e-05 | val_loss: 2.40441e-05 | Time: 4153.2 ms [2020-11-11 14:42:27 main:574] : INFO : Epoch 144 | loss: 2.44347e-05 | val_loss: 2.44164e-05 | Time: 3965.52 ms [2020-11-11 14:42:30 main:574] : INFO : Epoch 145 | loss: 2.44238e-05 | val_loss: 2.39296e-05 | Time: 3920.28 ms [2020-11-11 14:42:35 main:574] : INFO : Epoch 146 | loss: 2.41781e-05 | val_loss: 2.45538e-05 | Time: 4124.48 ms [2020-11-11 14:42:39 main:574] : INFO : Epoch 147 | loss: 2.41925e-05 | val_loss: 2.42824e-05 | Time: 3831.5 ms [2020-11-11 14:42:43 main:574] : INFO : Epoch 148 | loss: 2.38791e-05 | val_loss: 2.51696e-05 | Time: 4106.5 ms [2020-11-11 14:42:47 main:574] : INFO : Epoch 149 | loss: 2.39308e-05 | val_loss: 2.40644e-05 | Time: 3993.49 ms [2020-11-11 14:42:51 main:574] : INFO : Epoch 150 | loss: 2.37266e-05 | val_loss: 2.38777e-05 | Time: 3978 ms [2020-11-11 14:42:55 main:574] : INFO : Epoch 151 | loss: 2.34454e-05 | val_loss: 2.3828e-05 | Time: 4104.21 ms [2020-11-11 14:42:59 main:574] : INFO : Epoch 152 | loss: 2.36217e-05 | val_loss: 2.40619e-05 | Time: 4036.11 ms [2020-11-11 14:43:03 main:574] : INFO : Epoch 153 | loss: 2.35504e-05 | val_loss: 2.38726e-05 | Time: 4302.56 ms [2020-11-11 14:43:07 main:574] : INFO : Epoch 154 | loss: 2.34988e-05 | val_loss: 2.36343e-05 | Time: 3866.76 ms [2020-11-11 14:43:11 main:574] : INFO : Epoch 155 | loss: 2.41919e-05 | val_loss: 2.37705e-05 | Time: 4113.89 ms [2020-11-11 14:43:15 main:574] : INFO : Epoch 156 | loss: 2.31793e-05 | val_loss: 2.32159e-05 | Time: 4144.91 ms [2020-11-11 14:43:19 main:574] : INFO : Epoch 157 | loss: 2.26433e-05 | val_loss: 2.2418e-05 | Time: 3824.54 ms [2020-11-11 14:43:23 main:574] : INFO : Epoch 158 | loss: 2.2754e-05 | val_loss: 2.30612e-05 | Time: 4122.19 ms [2020-11-11 14:43:27 main:574] : INFO : Epoch 159 | loss: 2.29453e-05 | val_loss: 2.31323e-05 | Time: 3800.65 ms [2020-11-11 14:43:31 main:574] : INFO : Epoch 160 | loss: 2.28367e-05 | val_loss: 2.437e-05 | Time: 4088.31 ms [2020-11-11 14:43:35 main:574] : INFO : Epoch 161 | loss: 2.33667e-05 | val_loss: 2.32225e-05 | Time: 4117.37 ms [2020-11-11 14:43:39 main:574] : INFO : Epoch 162 | loss: 2.25064e-05 | val_loss: 2.2433e-05 | Time: 3852.46 ms [2020-11-11 14:43:44 main:574] : INFO : Epoch 163 | loss: 2.2297e-05 | val_loss: 2.20284e-05 | Time: 4103.74 ms [2020-11-11 14:43:47 main:574] : INFO : Epoch 164 | loss: 2.19268e-05 | val_loss: 2.20356e-05 | Time: 3851.74 ms [2020-11-11 14:43:52 main:574] : INFO : Epoch 165 | loss: 2.21358e-05 | val_loss: 2.21631e-05 | Time: 4139.54 ms [2020-11-11 14:43:56 main:574] : INFO : Epoch 166 | loss: 2.19063e-05 | val_loss: 2.21207e-05 | Time: 4158.28 ms [2020-11-11 14:44:00 main:574] : INFO : Epoch 167 | loss: 2.19967e-05 | val_loss: 2.26085e-05 | Time: 3871.19 ms [2020-11-11 14:44:04 main:574] : INFO : Epoch 168 | loss: 2.19832e-05 | val_loss: 2.14763e-05 | Time: 4142.09 ms [2020-11-11 14:44:08 main:574] : INFO : Epoch 169 | loss: 2.16835e-05 | val_loss: 2.15068e-05 | Time: 3860.94 ms [2020-11-11 14:44:12 main:574] : INFO : Epoch 170 | loss: 2.15295e-05 | val_loss: 2.13044e-05 | Time: 4132.35 ms [2020-11-11 14:44:16 main:574] : INFO : Epoch 171 | loss: 2.15555e-05 | val_loss: 2.18254e-05 | Time: 4089.25 ms [2020-11-11 14:44:20 main:574] : INFO : Epoch 172 | loss: 2.14913e-05 | val_loss: 2.19909e-05 | Time: 3814.16 ms [2020-11-11 14:44:24 main:574] : INFO : Epoch 173 | loss: 2.14042e-05 | val_loss: 2.32822e-05 | Time: 4112.4 ms [2020-11-11 14:44:28 main:574] : INFO : Epoch 174 | loss: 2.2365e-05 | val_loss: 2.17195e-05 | Time: 3884.79 ms [2020-11-11 14:44:32 main:574] : INFO : Epoch 175 | loss: 2.14051e-05 | val_loss: 2.12427e-05 | Time: 4143.39 ms [2020-11-11 14:44:36 main:574] : INFO : Epoch 176 | loss: 2.08729e-05 | val_loss: 2.08944e-05 | Time: 4073.13 ms [2020-11-11 14:44:40 main:574] : INFO : Epoch 177 | loss: 2.11547e-05 | val_loss: 2.20371e-05 | Time: 3902.5 ms [2020-11-11 14:44:44 main:574] : INFO : Epoch 178 | loss: 2.05874e-05 | val_loss: 2.07095e-05 | Time: 4129.62 ms [2020-11-11 14:44:48 main:574] : INFO : Epoch 179 | loss: 2.07496e-05 | val_loss: 2.13084e-05 | Time: 3883.93 ms [2020-11-11 14:44:52 main:574] : INFO : Epoch 180 | loss: 2.06321e-05 | val_loss: 2.04277e-05 | Time: 4145.1 ms [2020-11-11 14:44:56 main:574] : INFO : Epoch 181 | loss: 2.05695e-05 | val_loss: 2.09717e-05 | Time: 4056.72 ms [2020-11-11 14:45:00 main:574] : INFO : Epoch 182 | loss: 2.05339e-05 | val_loss: 2.12011e-05 | Time: 3934.2 ms [2020-11-11 14:45:05 main:574] : INFO : Epoch 183 | loss: 2.04974e-05 | val_loss: 2.06191e-05 | Time: 4131.24 ms [2020-11-11 14:45:09 main:574] : INFO : Epoch 184 | loss: 2.03985e-05 | val_loss: 2.08902e-05 | Time: 3839.56 ms [2020-11-11 14:45:13 main:574] : INFO : Epoch 185 | loss: 2.0467e-05 | val_loss: 2.08175e-05 | Time: 4099.59 ms [2020-11-11 14:45:17 main:574] : INFO : Epoch 186 | loss: 2.0144e-05 | val_loss: 2.01804e-05 | Time: 3992.54 ms [2020-11-11 14:45:21 main:574] : INFO : Epoch 187 | loss: 2.03916e-05 | val_loss: 2.18214e-05 | Time: 3987.42 ms [2020-11-11 14:45:25 main:574] : INFO : Epoch 188 | loss: 2.00974e-05 | val_loss: 1.97744e-05 | Time: 4089.23 ms [2020-11-11 14:45:29 main:574] : INFO : Epoch 189 | loss: 1.99394e-05 | val_loss: 2.04969e-05 | Time: 3896.03 ms [2020-11-11 14:45:33 main:574] : INFO : Epoch 190 | loss: 2.0141e-05 | val_loss: 2.00301e-05 | Time: 4084.48 ms [2020-11-11 14:45:37 main:574] : INFO : Epoch 191 | loss: 1.98709e-05 | val_loss: 2.00955e-05 | Time: 3966.01 ms [2020-11-11 14:45:41 main:574] : INFO : Epoch 192 | loss: 1.97432e-05 | val_loss: 2.04284e-05 | Time: 4060.22 ms [2020-11-11 14:45:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 2.04284e-05 [2020-11-11 14:45:41 main:603] : INFO : Saving end state to config to file [2020-11-11 14:45:41 main:608] : INFO : Success, exiting.. 14:45:41 (9912): 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)