Task 2976710
| Name | rand_automata_0014-1605424623-29706-1_1 |
| Workunit | 1344300 |
| Created | 17 Nov 2020, 9:48:08 UTC |
| Sent | 23 Nov 2020, 3:21:25 UTC |
| Report deadline | 30 Nov 2020, 3:21:25 UTC |
| Received | 23 Nov 2020, 5:08:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2607 |
| Run time | 12 min 4 sec |
| CPU time | 11 min 47 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 2,044.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.01 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 950) [2020-11-23 09:50:19 main:435] : INFO : Set logging level to 1 [2020-11-23 09:50:19 main:441] : INFO : Running in BOINC Client mode [2020-11-23 09:50:19 main:444] : INFO : Resolving all filenames [2020-11-23 09:50:19 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 (exists = 1) [2020-11-23 09:50:19 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-1605424623-29706-1_1_r2111322257_1 (exists = 0) [2020-11-23 09:50:19 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-1605424623-29706-1_1_r2111322257_0 (exists = 0) [2020-11-23 09:50:19 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-1605424623-29706-1 (exists = 1) [2020-11-23 09:50:19 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-23 09:50:19 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 [2020-11-23 09:50:19 main:474] : INFO : Configuration: [2020-11-23 09:50:19 main:475] : INFO : Model type: LSTM [2020-11-23 09:50:19 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-23 09:50:19 main:477] : INFO : Max Epochs: 192 [2020-11-23 09:50:19 main:478] : INFO : Batch Size: 32 [2020-11-23 09:50:19 main:479] : INFO : Learning Rate: 0.001 [2020-11-23 09:50:19 main:480] : INFO : Patience: 10 [2020-11-23 09:50:19 main:481] : INFO : Hidden Width: 64 [2020-11-23 09:50:19 main:482] : INFO : # Recurrent Layers: 4 [2020-11-23 09:50:19 main:483] : INFO : # Backend Layers: 2 [2020-11-23 09:50:19 main:484] : INFO : # Threads: 1 [2020-11-23 09:50:19 main:486] : INFO : Preparing Dataset [2020-11-23 09:50:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 into memory [2020-11-23 09:50:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 into memory [2020-11-23 09:50:21 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-23 09:50:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 into memory [2020-11-23 09:50:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 into memory [2020-11-23 09:50:21 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-23 09:50:21 main:494] : INFO : Creating Model [2020-11-23 09:50:21 main:507] : INFO : Preparing config file [2020-11-23 09:50:21 main:519] : INFO : Creating new config file [2020-11-23 09:50:21 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-23 09:50:22 main:559] : INFO : Loading DataLoader into Memory [2020-11-23 09:50:22 main:562] : INFO : Starting Training [2020-11-23 09:50:26 main:574] : INFO : Epoch 1 | loss: 0.000142223 | val_loss: 0.000107729 | Time: 4201.8 ms [2020-11-23 09:50:30 main:574] : INFO : Epoch 2 | loss: 0.000103284 | val_loss: 0.000108286 | Time: 3716.13 ms [2020-11-23 09:50:34 main:574] : INFO : Epoch 3 | loss: 0.00010366 | val_loss: 0.000108108 | Time: 3701.48 ms [2020-11-23 09:50:37 main:574] : INFO : Epoch 4 | loss: 0.000103865 | val_loss: 0.000107561 | Time: 3701.37 ms [2020-11-23 09:50:41 main:574] : INFO : Epoch 5 | loss: 0.000103655 | val_loss: 0.000108224 | Time: 3712.87 ms [2020-11-23 09:50:45 main:574] : INFO : Epoch 6 | loss: 0.000103158 | val_loss: 0.000107612 | Time: 3714.18 ms [2020-11-23 09:50:49 main:574] : INFO : Epoch 7 | loss: 0.000102515 | val_loss: 0.000108349 | Time: 3707.64 ms [2020-11-23 09:50:52 main:574] : INFO : Epoch 8 | loss: 0.000101568 | val_loss: 0.000105657 | Time: 3708.86 ms [2020-11-23 09:50:56 main:574] : INFO : Epoch 9 | loss: 0.000101133 | val_loss: 0.00010465 | Time: 3699.42 ms [2020-11-23 09:51:00 main:574] : INFO : Epoch 10 | loss: 0.000100739 | val_loss: 0.000104211 | Time: 3709.67 ms [2020-11-23 09:51:04 main:574] : INFO : Epoch 11 | loss: 9.89519e-05 | val_loss: 0.000103065 | Time: 3756.19 ms [2020-11-23 09:51:07 main:574] : INFO : Epoch 12 | loss: 9.82823e-05 | val_loss: 0.000102143 | Time: 3723.96 ms [2020-11-23 09:51:11 main:574] : INFO : Epoch 13 | loss: 9.81344e-05 | val_loss: 0.000100507 | Time: 3715.96 ms [2020-11-23 09:51:15 main:574] : INFO : Epoch 14 | loss: 9.67656e-05 | val_loss: 0.000103895 | Time: 3705.73 ms [2020-11-23 09:51:18 main:574] : INFO : Epoch 15 | loss: 9.61549e-05 | val_loss: 9.81238e-05 | Time: 3713.46 ms [2020-11-23 09:51:22 main:574] : INFO : Epoch 16 | loss: 9.48357e-05 | val_loss: 9.74306e-05 | Time: 3729.39 ms [2020-11-23 09:51:26 main:574] : INFO : Epoch 17 | loss: 9.3339e-05 | val_loss: 9.78453e-05 | Time: 3719.39 ms [2020-11-23 09:51:30 main:574] : INFO : Epoch 18 | loss: 9.31453e-05 | val_loss: 9.63051e-05 | Time: 3712.4 ms [2020-11-23 09:51:33 main:574] : INFO : Epoch 19 | loss: 9.24625e-05 | val_loss: 9.45756e-05 | Time: 3721.36 ms [2020-11-23 09:51:37 main:574] : INFO : Epoch 20 | loss: 9.14269e-05 | val_loss: 9.52817e-05 | Time: 3715.92 ms [2020-11-23 09:51:41 main:574] : INFO : Epoch 21 | loss: 9.03669e-05 | val_loss: 9.30491e-05 | Time: 3712.3 ms [2020-11-23 09:51:45 main:574] : INFO : Epoch 22 | loss: 8.98949e-05 | val_loss: 9.37346e-05 | Time: 3741.33 ms [2020-11-23 09:51:48 main:574] : INFO : Epoch 23 | loss: 8.9773e-05 | val_loss: 9.19366e-05 | Time: 3705.32 ms [2020-11-23 09:51:52 main:574] : INFO : Epoch 24 | loss: 8.83263e-05 | val_loss: 9.17851e-05 | Time: 3724.97 ms [2020-11-23 09:51:56 main:574] : INFO : Epoch 25 | loss: 8.67215e-05 | val_loss: 8.94126e-05 | Time: 3711.91 ms [2020-11-23 09:51:59 main:574] : INFO : Epoch 26 | loss: 8.64774e-05 | val_loss: 9.23364e-05 | Time: 3721.63 ms [2020-11-23 09:52:03 main:574] : INFO : Epoch 27 | loss: 8.6738e-05 | val_loss: 9.17834e-05 | Time: 3720.28 ms [2020-11-23 09:52:07 main:574] : INFO : Epoch 28 | loss: 8.50089e-05 | val_loss: 8.89881e-05 | Time: 3716.95 ms [2020-11-23 09:52:11 main:574] : INFO : Epoch 29 | loss: 8.4455e-05 | val_loss: 8.80911e-05 | Time: 3730.4 ms [2020-11-23 09:52:14 main:574] : INFO : Epoch 30 | loss: 8.34261e-05 | val_loss: 8.80846e-05 | Time: 3713.09 ms [2020-11-23 09:52:18 main:574] : INFO : Epoch 31 | loss: 8.24989e-05 | val_loss: 8.80776e-05 | Time: 3723.43 ms [2020-11-23 09:52:22 main:574] : INFO : Epoch 32 | loss: 8.19031e-05 | val_loss: 8.449e-05 | Time: 3716.67 ms [2020-11-23 09:52:25 main:574] : INFO : Epoch 33 | loss: 8.09329e-05 | val_loss: 8.41086e-05 | Time: 3729.89 ms [2020-11-23 09:52:29 main:574] : INFO : Epoch 34 | loss: 8.09309e-05 | val_loss: 8.79321e-05 | Time: 3729.71 ms [2020-11-23 09:52:33 main:574] : INFO : Epoch 35 | loss: 8.03583e-05 | val_loss: 8.36811e-05 | Time: 3728.46 ms [2020-11-23 09:52:37 main:574] : INFO : Epoch 36 | loss: 7.99173e-05 | val_loss: 8.3345e-05 | Time: 3731.57 ms [2020-11-23 09:52:40 main:574] : INFO : Epoch 37 | loss: 7.85487e-05 | val_loss: 8.20063e-05 | Time: 3731.07 ms [2020-11-23 09:52:44 main:574] : INFO : Epoch 38 | loss: 7.85094e-05 | val_loss: 8.03174e-05 | Time: 3724.56 ms [2020-11-23 09:52:48 main:574] : INFO : Epoch 39 | loss: 7.74292e-05 | val_loss: 8.235e-05 | Time: 3733.67 ms [2020-11-23 09:52:52 main:574] : INFO : Epoch 40 | loss: 7.73815e-05 | val_loss: 7.99119e-05 | Time: 3774.69 ms [2020-11-23 09:52:55 main:574] : INFO : Epoch 41 | loss: 7.63513e-05 | val_loss: 8.11194e-05 | Time: 3798.21 ms [2020-11-23 09:52:59 main:574] : INFO : Epoch 42 | loss: 7.58186e-05 | val_loss: 7.95147e-05 | Time: 3714.76 ms [2020-11-23 09:53:03 main:574] : INFO : Epoch 43 | loss: 7.47877e-05 | val_loss: 8.19517e-05 | Time: 3755.07 ms [2020-11-23 09:53:07 main:574] : INFO : Epoch 44 | loss: 7.51222e-05 | val_loss: 7.85665e-05 | Time: 3684.41 ms [2020-11-23 09:53:10 main:574] : INFO : Epoch 45 | loss: 7.351e-05 | val_loss: 7.82547e-05 | Time: 3686.55 ms [2020-11-23 09:53:14 main:574] : INFO : Epoch 46 | loss: 7.33209e-05 | val_loss: 7.69362e-05 | Time: 3681.66 ms [2020-11-23 09:53:18 main:574] : INFO : Epoch 47 | loss: 7.32222e-05 | val_loss: 7.63814e-05 | Time: 3682.13 ms [2020-11-23 09:53:21 main:574] : INFO : Epoch 48 | loss: 7.24929e-05 | val_loss: 7.4253e-05 | Time: 3677.17 ms [2020-11-23 09:53:25 main:574] : INFO : Epoch 49 | loss: 7.15139e-05 | val_loss: 7.56961e-05 | Time: 3688.96 ms [2020-11-23 09:53:29 main:574] : INFO : Epoch 50 | loss: 7.13596e-05 | val_loss: 7.45342e-05 | Time: 3709.76 ms [2020-11-23 09:53:33 main:574] : INFO : Epoch 51 | loss: 7.1318e-05 | val_loss: 7.52647e-05 | Time: 3733.4 ms [2020-11-23 09:53:36 main:574] : INFO : Epoch 52 | loss: 7.04061e-05 | val_loss: 7.25006e-05 | Time: 3697.1 ms [2020-11-23 09:53:40 main:574] : INFO : Epoch 53 | loss: 6.93702e-05 | val_loss: 7.38671e-05 | Time: 3705.05 ms [2020-11-23 09:53:44 main:574] : INFO : Epoch 54 | loss: 6.97771e-05 | val_loss: 7.24352e-05 | Time: 3714.39 ms [2020-11-23 09:53:47 main:574] : INFO : Epoch 55 | loss: 6.90198e-05 | val_loss: 7.16588e-05 | Time: 3689.89 ms [2020-11-23 09:53:51 main:574] : INFO : Epoch 56 | loss: 6.83513e-05 | val_loss: 7.31421e-05 | Time: 3778.89 ms [2020-11-23 09:53:55 main:574] : INFO : Epoch 57 | loss: 6.7743e-05 | val_loss: 7.13616e-05 | Time: 3710.62 ms [2020-11-23 09:53:59 main:574] : INFO : Epoch 58 | loss: 6.73693e-05 | val_loss: 7.03226e-05 | Time: 3716.59 ms [2020-11-23 09:54:02 main:574] : INFO : Epoch 59 | loss: 6.65075e-05 | val_loss: 7.00092e-05 | Time: 3703.14 ms [2020-11-23 09:54:06 main:574] : INFO : Epoch 60 | loss: 6.62587e-05 | val_loss: 6.98611e-05 | Time: 3679.61 ms [2020-11-23 09:54:10 main:574] : INFO : Epoch 61 | loss: 6.60722e-05 | val_loss: 6.87259e-05 | Time: 3699.49 ms [2020-11-23 09:54:13 main:574] : INFO : Epoch 62 | loss: 6.5985e-05 | val_loss: 6.91934e-05 | Time: 3695.83 ms [2020-11-23 09:54:17 main:574] : INFO : Epoch 63 | loss: 6.57027e-05 | val_loss: 7.04252e-05 | Time: 3707.99 ms [2020-11-23 09:54:21 main:574] : INFO : Epoch 64 | loss: 6.51951e-05 | val_loss: 6.67477e-05 | Time: 3700.84 ms [2020-11-23 09:54:25 main:574] : INFO : Epoch 65 | loss: 6.43523e-05 | val_loss: 6.71955e-05 | Time: 3698.24 ms [2020-11-23 09:54:28 main:574] : INFO : Epoch 66 | loss: 6.35494e-05 | val_loss: 6.67574e-05 | Time: 3687.84 ms [2020-11-23 09:54:32 main:574] : INFO : Epoch 67 | loss: 6.38781e-05 | val_loss: 6.69353e-05 | Time: 3686.57 ms [2020-11-23 09:54:36 main:574] : INFO : Epoch 68 | loss: 6.37428e-05 | val_loss: 6.56564e-05 | Time: 3687.06 ms [2020-11-23 09:54:40 main:574] : INFO : Epoch 69 | loss: 6.26824e-05 | val_loss: 6.85022e-05 | Time: 3690.79 ms [2020-11-23 09:54:43 main:574] : INFO : Epoch 70 | loss: 6.25386e-05 | val_loss: 6.48944e-05 | Time: 3707.03 ms [2020-11-23 09:54:47 main:574] : INFO : Epoch 71 | loss: 6.22473e-05 | val_loss: 6.42457e-05 | Time: 3704.37 ms [2020-11-23 09:54:51 main:574] : INFO : Epoch 72 | loss: 6.14441e-05 | val_loss: 6.50586e-05 | Time: 3698.76 ms [2020-11-23 09:54:54 main:574] : INFO : Epoch 73 | loss: 6.10402e-05 | val_loss: 6.38877e-05 | Time: 3692.82 ms [2020-11-23 09:54:58 main:574] : INFO : Epoch 74 | loss: 6.03259e-05 | val_loss: 6.33895e-05 | Time: 3682.39 ms [2020-11-23 09:55:02 main:574] : INFO : Epoch 75 | loss: 6.06839e-05 | val_loss: 6.33358e-05 | Time: 3728.51 ms [2020-11-23 09:55:05 main:574] : INFO : Epoch 76 | loss: 6.00397e-05 | val_loss: 6.344e-05 | Time: 3702.43 ms [2020-11-23 09:55:09 main:574] : INFO : Epoch 77 | loss: 5.94182e-05 | val_loss: 6.46261e-05 | Time: 3698.53 ms [2020-11-23 09:55:13 main:574] : INFO : Epoch 78 | loss: 5.92859e-05 | val_loss: 6.12363e-05 | Time: 3699.47 ms [2020-11-23 09:55:17 main:574] : INFO : Epoch 79 | loss: 5.8503e-05 | val_loss: 6.18842e-05 | Time: 3690.55 ms [2020-11-23 09:55:20 main:574] : INFO : Epoch 80 | loss: 5.9139e-05 | val_loss: 6.13774e-05 | Time: 3698.51 ms [2020-11-23 09:55:24 main:574] : INFO : Epoch 81 | loss: 5.79485e-05 | val_loss: 6.07567e-05 | Time: 3691.92 ms [2020-11-23 09:55:28 main:574] : INFO : Epoch 82 | loss: 5.73871e-05 | val_loss: 6.02498e-05 | Time: 3688.66 ms [2020-11-23 09:55:31 main:574] : INFO : Epoch 83 | loss: 5.80885e-05 | val_loss: 6.13543e-05 | Time: 3692.44 ms [2020-11-23 09:55:35 main:574] : INFO : Epoch 84 | loss: 5.80384e-05 | val_loss: 6.05134e-05 | Time: 3683.68 ms [2020-11-23 09:55:39 main:574] : INFO : Epoch 85 | loss: 5.67701e-05 | val_loss: 6.03055e-05 | Time: 3681.34 ms [2020-11-23 09:55:42 main:574] : INFO : Epoch 86 | loss: 5.59697e-05 | val_loss: 6.00816e-05 | Time: 3695.32 ms [2020-11-23 09:55:46 main:574] : INFO : Epoch 87 | loss: 5.57381e-05 | val_loss: 5.97614e-05 | Time: 3704.62 ms [2020-11-23 09:55:50 main:574] : INFO : Epoch 88 | loss: 5.60152e-05 | val_loss: 5.9889e-05 | Time: 3704.9 ms [2020-11-23 09:55:54 main:574] : INFO : Epoch 89 | loss: 5.60572e-05 | val_loss: 6.01587e-05 | Time: 3692.93 ms [2020-11-23 09:55:57 main:574] : INFO : Epoch 90 | loss: 5.56245e-05 | val_loss: 5.9093e-05 | Time: 3683.88 ms [2020-11-23 09:56:01 main:574] : INFO : Epoch 91 | loss: 5.44621e-05 | val_loss: 6.11036e-05 | Time: 3707.6 ms [2020-11-23 09:56:05 main:574] : INFO : Epoch 92 | loss: 5.46656e-05 | val_loss: 5.78207e-05 | Time: 3700.61 ms [2020-11-23 09:56:08 main:574] : INFO : Epoch 93 | loss: 5.48257e-05 | val_loss: 5.84789e-05 | Time: 3694.38 ms [2020-11-23 09:56:12 main:574] : INFO : Epoch 94 | loss: 5.43081e-05 | val_loss: 5.79897e-05 | Time: 3703.77 ms [2020-11-23 09:56:16 main:574] : INFO : Epoch 95 | loss: 5.40267e-05 | val_loss: 5.51115e-05 | Time: 3698.48 ms [2020-11-23 09:56:20 main:574] : INFO : Epoch 96 | loss: 5.31285e-05 | val_loss: 5.50915e-05 | Time: 3708.91 ms [2020-11-23 09:56:23 main:574] : INFO : Epoch 97 | loss: 5.28492e-05 | val_loss: 5.5079e-05 | Time: 3700.1 ms [2020-11-23 09:56:27 main:574] : INFO : Epoch 98 | loss: 5.2532e-05 | val_loss: 5.48052e-05 | Time: 3699.7 ms [2020-11-23 09:56:31 main:574] : INFO : Epoch 99 | loss: 5.23367e-05 | val_loss: 5.43291e-05 | Time: 3706.05 ms [2020-11-23 09:56:34 main:574] : INFO : Epoch 100 | loss: 5.14812e-05 | val_loss: 5.34328e-05 | Time: 3693.13 ms [2020-11-23 09:56:38 main:574] : INFO : Epoch 101 | loss: 5.12348e-05 | val_loss: 5.47411e-05 | Time: 3680.08 ms [2020-11-23 09:56:42 main:574] : INFO : Epoch 102 | loss: 5.14103e-05 | val_loss: 5.39241e-05 | Time: 3735.58 ms [2020-11-23 09:56:45 main:574] : INFO : Epoch 103 | loss: 5.13831e-05 | val_loss: 5.35909e-05 | Time: 3719.63 ms [2020-11-23 09:56:49 main:574] : INFO : Epoch 104 | loss: 5.03187e-05 | val_loss: 5.24187e-05 | Time: 3691.9 ms [2020-11-23 09:56:53 main:574] : INFO : Epoch 105 | loss: 5.00589e-05 | val_loss: 5.2012e-05 | Time: 3687.31 ms [2020-11-23 09:56:57 main:574] : INFO : Epoch 106 | loss: 5.0919e-05 | val_loss: 5.35789e-05 | Time: 3700.46 ms [2020-11-23 09:57:00 main:574] : INFO : Epoch 107 | loss: 5.01603e-05 | val_loss: 5.28484e-05 | Time: 3695.18 ms [2020-11-23 09:57:04 main:574] : INFO : Epoch 108 | loss: 4.94794e-05 | val_loss: 5.19003e-05 | Time: 3706.17 ms [2020-11-23 09:57:08 main:574] : INFO : Epoch 109 | loss: 4.93654e-05 | val_loss: 5.19749e-05 | Time: 3689.54 ms [2020-11-23 09:57:11 main:574] : INFO : Epoch 110 | loss: 4.91083e-05 | val_loss: 5.06665e-05 | Time: 3689.02 ms [2020-11-23 09:57:15 main:574] : INFO : Epoch 111 | loss: 4.93566e-05 | val_loss: 5.21674e-05 | Time: 3689.91 ms [2020-11-23 09:57:19 main:574] : INFO : Epoch 112 | loss: 4.83766e-05 | val_loss: 5.4671e-05 | Time: 3697.86 ms [2020-11-23 09:57:22 main:574] : INFO : Epoch 113 | loss: 4.96203e-05 | val_loss: 4.96771e-05 | Time: 3694.25 ms [2020-11-23 09:57:26 main:574] : INFO : Epoch 114 | loss: 4.73089e-05 | val_loss: 5.03939e-05 | Time: 3690.51 ms [2020-11-23 09:57:30 main:574] : INFO : Epoch 115 | loss: 4.74932e-05 | val_loss: 4.96289e-05 | Time: 3710.16 ms [2020-11-23 09:57:34 main:574] : INFO : Epoch 116 | loss: 4.75062e-05 | val_loss: 5.03975e-05 | Time: 3694.15 ms [2020-11-23 09:57:37 main:574] : INFO : Epoch 117 | loss: 4.76285e-05 | val_loss: 5.03286e-05 | Time: 3689.1 ms [2020-11-23 09:57:41 main:574] : INFO : Epoch 118 | loss: 4.72797e-05 | val_loss: 4.92394e-05 | Time: 3697.85 ms [2020-11-23 09:57:45 main:574] : INFO : Epoch 119 | loss: 4.72964e-05 | val_loss: 4.83058e-05 | Time: 3703.04 ms [2020-11-23 09:57:48 main:574] : INFO : Epoch 120 | loss: 4.63828e-05 | val_loss: 4.77759e-05 | Time: 3688.65 ms [2020-11-23 09:57:52 main:574] : INFO : Epoch 121 | loss: 4.6602e-05 | val_loss: 4.74461e-05 | Time: 3703.15 ms [2020-11-23 09:57:56 main:574] : INFO : Epoch 122 | loss: 4.57164e-05 | val_loss: 5.21086e-05 | Time: 3713.53 ms [2020-11-23 09:58:00 main:574] : INFO : Epoch 123 | loss: 4.6717e-05 | val_loss: 4.77669e-05 | Time: 3717.97 ms [2020-11-23 09:58:03 main:574] : INFO : Epoch 124 | loss: 4.54903e-05 | val_loss: 4.78497e-05 | Time: 3697.55 ms [2020-11-23 09:58:07 main:574] : INFO : Epoch 125 | loss: 4.58347e-05 | val_loss: 4.71367e-05 | Time: 3683.91 ms [2020-11-23 09:58:11 main:574] : INFO : Epoch 126 | loss: 4.52046e-05 | val_loss: 4.67823e-05 | Time: 3702.5 ms [2020-11-23 09:58:14 main:574] : INFO : Epoch 127 | loss: 4.5142e-05 | val_loss: 4.69883e-05 | Time: 3699.73 ms [2020-11-23 09:58:18 main:574] : INFO : Epoch 128 | loss: 4.46594e-05 | val_loss: 4.59982e-05 | Time: 3704.18 ms [2020-11-23 09:58:22 main:574] : INFO : Epoch 129 | loss: 4.40942e-05 | val_loss: 4.61145e-05 | Time: 3710.34 ms [2020-11-23 09:58:25 main:574] : INFO : Epoch 130 | loss: 4.43952e-05 | val_loss: 4.72044e-05 | Time: 3689.25 ms [2020-11-23 09:58:29 main:574] : INFO : Epoch 131 | loss: 4.45936e-05 | val_loss: 4.49965e-05 | Time: 3675.97 ms [2020-11-23 09:58:33 main:574] : INFO : Epoch 132 | loss: 4.43306e-05 | val_loss: 4.71738e-05 | Time: 3704.24 ms [2020-11-23 09:58:37 main:574] : INFO : Epoch 133 | loss: 4.33253e-05 | val_loss: 4.62043e-05 | Time: 3687.87 ms [2020-11-23 09:58:40 main:574] : INFO : Epoch 134 | loss: 4.35448e-05 | val_loss: 4.52987e-05 | Time: 3693.21 ms [2020-11-23 09:58:44 main:574] : INFO : Epoch 135 | loss: 4.30826e-05 | val_loss: 4.49064e-05 | Time: 3710.43 ms [2020-11-23 09:58:48 main:574] : INFO : Epoch 136 | loss: 4.28252e-05 | val_loss: 4.43798e-05 | Time: 3700.02 ms [2020-11-23 09:58:51 main:574] : INFO : Epoch 137 | loss: 4.29404e-05 | val_loss: 4.5183e-05 | Time: 3699.55 ms [2020-11-23 09:58:55 main:574] : INFO : Epoch 138 | loss: 4.3134e-05 | val_loss: 4.48574e-05 | Time: 3693.37 ms [2020-11-23 09:58:59 main:574] : INFO : Epoch 139 | loss: 4.24783e-05 | val_loss: 4.33996e-05 | Time: 3690.4 ms [2020-11-23 09:59:02 main:574] : INFO : Epoch 140 | loss: 4.22674e-05 | val_loss: 4.35524e-05 | Time: 3690.64 ms [2020-11-23 09:59:06 main:574] : INFO : Epoch 141 | loss: 4.18891e-05 | val_loss: 4.50913e-05 | Time: 3694.38 ms [2020-11-23 09:59:10 main:574] : INFO : Epoch 142 | loss: 4.25988e-05 | val_loss: 4.3431e-05 | Time: 3686.25 ms [2020-11-23 09:59:14 main:574] : INFO : Epoch 143 | loss: 4.20844e-05 | val_loss: 4.32533e-05 | Time: 3690.24 ms [2020-11-23 09:59:17 main:574] : INFO : Epoch 144 | loss: 4.13718e-05 | val_loss: 4.55386e-05 | Time: 3695.02 ms [2020-11-23 09:59:21 main:574] : INFO : Epoch 145 | loss: 4.12998e-05 | val_loss: 4.78529e-05 | Time: 3690.31 ms [2020-11-23 09:59:25 main:574] : INFO : Epoch 146 | loss: 4.14432e-05 | val_loss: 4.26875e-05 | Time: 3687.56 ms [2020-11-23 09:59:28 main:574] : INFO : Epoch 147 | loss: 4.11107e-05 | val_loss: 4.34513e-05 | Time: 3677.11 ms [2020-11-23 09:59:32 main:574] : INFO : Epoch 148 | loss: 4.08585e-05 | val_loss: 4.24249e-05 | Time: 3708.24 ms [2020-11-23 09:59:36 main:574] : INFO : Epoch 149 | loss: 4.11874e-05 | val_loss: 4.4692e-05 | Time: 3691.29 ms [2020-11-23 09:59:39 main:574] : INFO : Epoch 150 | loss: 3.96876e-05 | val_loss: 4.18734e-05 | Time: 3690.21 ms [2020-11-23 09:59:43 main:574] : INFO : Epoch 151 | loss: 4.02326e-05 | val_loss: 4.23806e-05 | Time: 3706.07 ms [2020-11-23 09:59:47 main:574] : INFO : Epoch 152 | loss: 3.9831e-05 | val_loss: 4.25786e-05 | Time: 3690.49 ms [2020-11-23 09:59:51 main:574] : INFO : Epoch 153 | loss: 4.01515e-05 | val_loss: 4.42079e-05 | Time: 3687.44 ms [2020-11-23 09:59:54 main:574] : INFO : Epoch 154 | loss: 4.48952e-05 | val_loss: 4.10466e-05 | Time: 3687.56 ms [2020-11-23 09:59:58 main:574] : INFO : Epoch 155 | loss: 4.02387e-05 | val_loss: 4.03598e-05 | Time: 3693.47 ms [2020-11-23 10:00:02 main:574] : INFO : Epoch 156 | loss: 3.9108e-05 | val_loss: 4.19707e-05 | Time: 3774.06 ms [2020-11-23 10:00:05 main:574] : INFO : Epoch 157 | loss: 3.93712e-05 | val_loss: 4.06591e-05 | Time: 3684.89 ms [2020-11-23 10:00:09 main:574] : INFO : Epoch 158 | loss: 3.862e-05 | val_loss: 4.21162e-05 | Time: 3681.39 ms [2020-11-23 10:00:13 main:574] : INFO : Epoch 159 | loss: 3.87103e-05 | val_loss: 4.11636e-05 | Time: 3693.28 ms [2020-11-23 10:00:16 main:574] : INFO : Epoch 160 | loss: 3.91739e-05 | val_loss: 4.00909e-05 | Time: 3693.19 ms [2020-11-23 10:00:20 main:574] : INFO : Epoch 161 | loss: 3.8288e-05 | val_loss: 4.3019e-05 | Time: 3688.07 ms [2020-11-23 10:00:24 main:574] : INFO : Epoch 162 | loss: 3.87438e-05 | val_loss: 4.08123e-05 | Time: 3680.49 ms [2020-11-23 10:00:28 main:574] : INFO : Epoch 163 | loss: 3.83475e-05 | val_loss: 3.9466e-05 | Time: 3698.94 ms [2020-11-23 10:00:31 main:574] : INFO : Epoch 164 | loss: 3.79848e-05 | val_loss: 3.90144e-05 | Time: 3692.5 ms [2020-11-23 10:00:35 main:574] : INFO : Epoch 165 | loss: 3.79118e-05 | val_loss: 4.08927e-05 | Time: 3701.78 ms [2020-11-23 10:00:39 main:574] : INFO : Epoch 166 | loss: 3.77177e-05 | val_loss: 3.91477e-05 | Time: 3687.73 ms [2020-11-23 10:00:42 main:574] : INFO : Epoch 167 | loss: 3.72827e-05 | val_loss: 4.58355e-05 | Time: 3697.77 ms [2020-11-23 10:00:46 main:574] : INFO : Epoch 168 | loss: 3.87728e-05 | val_loss: 3.97821e-05 | Time: 3709.98 ms [2020-11-23 10:00:50 main:574] : INFO : Epoch 169 | loss: 3.74451e-05 | val_loss: 4.0524e-05 | Time: 3690.77 ms [2020-11-23 10:00:53 main:574] : INFO : Epoch 170 | loss: 3.73355e-05 | val_loss: 4.01561e-05 | Time: 3683.44 ms [2020-11-23 10:00:57 main:574] : INFO : Epoch 171 | loss: 3.72406e-05 | val_loss: 3.82984e-05 | Time: 3693.97 ms [2020-11-23 10:01:01 main:574] : INFO : Epoch 172 | loss: 3.71412e-05 | val_loss: 3.86489e-05 | Time: 3693.95 ms [2020-11-23 10:01:05 main:574] : INFO : Epoch 173 | loss: 3.62183e-05 | val_loss: 3.82189e-05 | Time: 3679.99 ms [2020-11-23 10:01:08 main:574] : INFO : Epoch 174 | loss: 3.66976e-05 | val_loss: 3.77958e-05 | Time: 3692.79 ms [2020-11-23 10:01:12 main:574] : INFO : Epoch 175 | loss: 3.62999e-05 | val_loss: 3.77765e-05 | Time: 3683.15 ms [2020-11-23 10:01:16 main:574] : INFO : Epoch 176 | loss: 3.60708e-05 | val_loss: 3.74751e-05 | Time: 3694.75 ms [2020-11-23 10:01:19 main:574] : INFO : Epoch 177 | loss: 3.62533e-05 | val_loss: 3.9184e-05 | Time: 3688.63 ms [2020-11-23 10:01:23 main:574] : INFO : Epoch 178 | loss: 3.66243e-05 | val_loss: 3.78138e-05 | Time: 3685.72 ms [2020-11-23 10:01:27 main:574] : INFO : Epoch 179 | loss: 3.60737e-05 | val_loss: 4.02164e-05 | Time: 3679.07 ms [2020-11-23 10:01:30 main:574] : INFO : Epoch 180 | loss: 3.62582e-05 | val_loss: 3.67041e-05 | Time: 3700.31 ms [2020-11-23 10:01:34 main:574] : INFO : Epoch 181 | loss: 3.51593e-05 | val_loss: 3.7999e-05 | Time: 3675.74 ms [2020-11-23 10:01:38 main:574] : INFO : Epoch 182 | loss: 3.55116e-05 | val_loss: 3.82637e-05 | Time: 3679.81 ms [2020-11-23 10:01:41 main:574] : INFO : Epoch 183 | loss: 3.52065e-05 | val_loss: 3.72741e-05 | Time: 3681.03 ms [2020-11-23 10:01:45 main:574] : INFO : Epoch 184 | loss: 3.52131e-05 | val_loss: 3.64014e-05 | Time: 3711.56 ms [2020-11-23 10:01:49 main:574] : INFO : Epoch 185 | loss: 3.53443e-05 | val_loss: 3.66281e-05 | Time: 3705.28 ms [2020-11-23 10:01:53 main:574] : INFO : Epoch 186 | loss: 3.63005e-05 | val_loss: 3.70722e-05 | Time: 3703.32 ms [2020-11-23 10:01:56 main:574] : INFO : Epoch 187 | loss: 3.49712e-05 | val_loss: 3.87575e-05 | Time: 3683.56 ms [2020-11-23 10:02:00 main:574] : INFO : Epoch 188 | loss: 3.49326e-05 | val_loss: 3.70025e-05 | Time: 3694 ms [2020-11-23 10:02:04 main:574] : INFO : Epoch 189 | loss: 3.48735e-05 | val_loss: 3.66953e-05 | Time: 3693.41 ms [2020-11-23 10:02:07 main:574] : INFO : Epoch 190 | loss: 3.41074e-05 | val_loss: 3.58201e-05 | Time: 3682.15 ms [2020-11-23 10:02:11 main:574] : INFO : Epoch 191 | loss: 3.46064e-05 | val_loss: 3.69623e-05 | Time: 3694.83 ms [2020-11-23 10:02:15 main:574] : INFO : Epoch 192 | loss: 3.44894e-05 | val_loss: 3.76539e-05 | Time: 3685.43 ms [2020-11-23 10:02:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.76539e-05 [2020-11-23 10:02:15 main:603] : INFO : Saving end state to config to file [2020-11-23 10:02:15 main:608] : INFO : Success, exiting.. 10:02:15 (17280): 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)