Task 3045292
| Name | rand_automata_0014-1605424623-29706-1_2 |
| Workunit | 1344300 |
| Created | 23 Nov 2020, 18:47:02 UTC |
| Sent | 23 Nov 2020, 19:05:02 UTC |
| Report deadline | 30 Nov 2020, 19:05:02 UTC |
| Received | 25 Nov 2020, 1:06:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4650 |
| Run time | 14 min 53 sec |
| CPU time | 14 min 42 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,473.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.00 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: Quadro M1200) [2020-11-25 01:21:44 main:435] : INFO : Set logging level to 1 [2020-11-25 01:21:44 main:441] : INFO : Running in BOINC Client mode [2020-11-25 01:21:44 main:444] : INFO : Resolving all filenames [2020-11-25 01:21:44 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 (exists = 1) [2020-11-25 01:21:44 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-1605424623-29706-1_2_r1277262522_1 (exists = 0) [2020-11-25 01:21:44 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-1605424623-29706-1_2_r1277262522_0 (exists = 0) [2020-11-25 01:21:44 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-1605424623-29706-1 (exists = 1) [2020-11-25 01:21:44 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-25 01:21:44 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 [2020-11-25 01:21:44 main:474] : INFO : Configuration: [2020-11-25 01:21:44 main:475] : INFO : Model type: LSTM [2020-11-25 01:21:44 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-25 01:21:44 main:477] : INFO : Max Epochs: 192 [2020-11-25 01:21:44 main:478] : INFO : Batch Size: 32 [2020-11-25 01:21:44 main:479] : INFO : Learning Rate: 0.001 [2020-11-25 01:21:44 main:480] : INFO : Patience: 10 [2020-11-25 01:21:44 main:481] : INFO : Hidden Width: 64 [2020-11-25 01:21:44 main:482] : INFO : # Recurrent Layers: 4 [2020-11-25 01:21:44 main:483] : INFO : # Backend Layers: 2 [2020-11-25 01:21:44 main:484] : INFO : # Threads: 1 [2020-11-25 01:21:44 main:486] : INFO : Preparing Dataset [2020-11-25 01:21:44 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 [2020-11-25 01:21:44 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 [2020-11-25 01:21:47 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-25 01:21:47 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 [2020-11-25 01:21:47 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 [2020-11-25 01:21:47 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-25 01:21:47 main:494] : INFO : Creating Model [2020-11-25 01:21:47 main:507] : INFO : Preparing config file [2020-11-25 01:21:47 main:519] : INFO : Creating new config file [2020-11-25 01:21:47 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-25 01:21:48 main:559] : INFO : Loading DataLoader into Memory [2020-11-25 01:21:48 main:562] : INFO : Starting Training [2020-11-25 01:21:53 main:574] : INFO : Epoch 1 | loss: 0.000147502 | val_loss: 0.000107364 | Time: 4885.89 ms [2020-11-25 01:21:58 main:574] : INFO : Epoch 2 | loss: 0.000102905 | val_loss: 0.000108358 | Time: 4613.86 ms [2020-11-25 01:22:02 main:574] : INFO : Epoch 3 | loss: 0.000103367 | val_loss: 0.00010776 | Time: 4620.83 ms [2020-11-25 01:22:07 main:574] : INFO : Epoch 4 | loss: 0.00010369 | val_loss: 0.000108278 | Time: 4673.62 ms [2020-11-25 01:22:11 main:574] : INFO : Epoch 5 | loss: 0.000103124 | val_loss: 0.000107789 | Time: 4419.76 ms [2020-11-25 01:22:16 main:574] : INFO : Epoch 6 | loss: 0.000103021 | val_loss: 0.000106864 | Time: 4506.05 ms [2020-11-25 01:22:20 main:574] : INFO : Epoch 7 | loss: 0.000102461 | val_loss: 0.000106759 | Time: 4549.5 ms [2020-11-25 01:22:25 main:574] : INFO : Epoch 8 | loss: 0.000101671 | val_loss: 0.000104448 | Time: 4565.5 ms [2020-11-25 01:22:30 main:574] : INFO : Epoch 9 | loss: 0.000101228 | val_loss: 0.000103927 | Time: 4729.03 ms [2020-11-25 01:22:34 main:574] : INFO : Epoch 10 | loss: 9.99707e-05 | val_loss: 0.000104387 | Time: 4534.96 ms [2020-11-25 01:22:39 main:574] : INFO : Epoch 11 | loss: 9.96904e-05 | val_loss: 0.000104756 | Time: 4438.58 ms [2020-11-25 01:22:43 main:574] : INFO : Epoch 12 | loss: 9.86007e-05 | val_loss: 0.000105081 | Time: 4475.66 ms [2020-11-25 01:22:48 main:574] : INFO : Epoch 13 | loss: 9.81089e-05 | val_loss: 0.000102143 | Time: 4637.71 ms [2020-11-25 01:22:53 main:574] : INFO : Epoch 14 | loss: 9.73471e-05 | val_loss: 9.9375e-05 | Time: 4566.91 ms [2020-11-25 01:22:57 main:574] : INFO : Epoch 15 | loss: 9.57964e-05 | val_loss: 0.000102395 | Time: 4653.42 ms [2020-11-25 01:23:02 main:574] : INFO : Epoch 16 | loss: 9.58522e-05 | val_loss: 9.7716e-05 | Time: 4600.57 ms [2020-11-25 01:23:07 main:574] : INFO : Epoch 17 | loss: 9.37317e-05 | val_loss: 0.000100991 | Time: 4696.09 ms [2020-11-25 01:23:11 main:574] : INFO : Epoch 18 | loss: 9.33194e-05 | val_loss: 9.64585e-05 | Time: 4624.69 ms [2020-11-25 01:23:16 main:574] : INFO : Epoch 19 | loss: 9.25848e-05 | val_loss: 9.7772e-05 | Time: 4405.73 ms [2020-11-25 01:23:20 main:574] : INFO : Epoch 20 | loss: 9.16583e-05 | val_loss: 9.47327e-05 | Time: 4463.77 ms [2020-11-25 01:23:25 main:574] : INFO : Epoch 21 | loss: 9.06983e-05 | val_loss: 9.3467e-05 | Time: 4610.47 ms [2020-11-25 01:23:29 main:574] : INFO : Epoch 22 | loss: 9.07831e-05 | val_loss: 9.47989e-05 | Time: 4553.32 ms [2020-11-25 01:23:34 main:574] : INFO : Epoch 23 | loss: 8.91604e-05 | val_loss: 9.27917e-05 | Time: 4639.1 ms [2020-11-25 01:23:38 main:574] : INFO : Epoch 24 | loss: 8.85215e-05 | val_loss: 9.16623e-05 | Time: 4439.29 ms [2020-11-25 01:23:43 main:574] : INFO : Epoch 25 | loss: 8.7658e-05 | val_loss: 9.19387e-05 | Time: 4603.64 ms [2020-11-25 01:23:48 main:574] : INFO : Epoch 26 | loss: 8.64701e-05 | val_loss: 9.01166e-05 | Time: 4627.73 ms [2020-11-25 01:23:52 main:574] : INFO : Epoch 27 | loss: 8.60025e-05 | val_loss: 8.90108e-05 | Time: 4715.12 ms [2020-11-25 01:23:57 main:574] : INFO : Epoch 28 | loss: 8.51713e-05 | val_loss: 8.77743e-05 | Time: 4666.7 ms [2020-11-25 01:24:02 main:574] : INFO : Epoch 29 | loss: 8.40535e-05 | val_loss: 8.72563e-05 | Time: 4534.82 ms [2020-11-25 01:24:06 main:574] : INFO : Epoch 30 | loss: 8.38484e-05 | val_loss: 8.70618e-05 | Time: 4403.04 ms [2020-11-25 01:24:11 main:574] : INFO : Epoch 31 | loss: 8.25534e-05 | val_loss: 8.93005e-05 | Time: 4544.94 ms [2020-11-25 01:24:15 main:574] : INFO : Epoch 32 | loss: 8.28924e-05 | val_loss: 8.53052e-05 | Time: 4465.67 ms [2020-11-25 01:24:20 main:574] : INFO : Epoch 33 | loss: 8.22134e-05 | val_loss: 8.70142e-05 | Time: 4641.35 ms [2020-11-25 01:24:25 main:574] : INFO : Epoch 34 | loss: 8.09458e-05 | val_loss: 8.41937e-05 | Time: 4788.79 ms [2020-11-25 01:24:29 main:574] : INFO : Epoch 35 | loss: 8.03379e-05 | val_loss: 8.62203e-05 | Time: 4652.83 ms [2020-11-25 01:24:34 main:574] : INFO : Epoch 36 | loss: 7.9587e-05 | val_loss: 8.29424e-05 | Time: 4562.02 ms [2020-11-25 01:24:38 main:574] : INFO : Epoch 37 | loss: 7.99711e-05 | val_loss: 8.28552e-05 | Time: 4512.08 ms [2020-11-25 01:24:43 main:574] : INFO : Epoch 38 | loss: 7.83905e-05 | val_loss: 8.31181e-05 | Time: 4465.75 ms [2020-11-25 01:24:47 main:574] : INFO : Epoch 39 | loss: 7.75767e-05 | val_loss: 8.03385e-05 | Time: 4572.94 ms [2020-11-25 01:24:52 main:574] : INFO : Epoch 40 | loss: 7.82348e-05 | val_loss: 7.95596e-05 | Time: 4676.87 ms [2020-11-25 01:24:57 main:574] : INFO : Epoch 41 | loss: 7.66635e-05 | val_loss: 8.27329e-05 | Time: 4707.87 ms [2020-11-25 01:25:01 main:574] : INFO : Epoch 42 | loss: 7.57168e-05 | val_loss: 7.81584e-05 | Time: 4527.34 ms [2020-11-25 01:25:06 main:574] : INFO : Epoch 43 | loss: 7.49479e-05 | val_loss: 7.84711e-05 | Time: 4441.69 ms [2020-11-25 01:25:10 main:574] : INFO : Epoch 44 | loss: 7.51013e-05 | val_loss: 7.73847e-05 | Time: 4481.76 ms [2020-11-25 01:25:15 main:574] : INFO : Epoch 45 | loss: 7.441e-05 | val_loss: 7.72681e-05 | Time: 4696.15 ms [2020-11-25 01:25:20 main:574] : INFO : Epoch 46 | loss: 7.41582e-05 | val_loss: 7.70105e-05 | Time: 4746.86 ms [2020-11-25 01:25:24 main:574] : INFO : Epoch 47 | loss: 7.30843e-05 | val_loss: 7.60383e-05 | Time: 4528.31 ms [2020-11-25 01:25:29 main:574] : INFO : Epoch 48 | loss: 7.26971e-05 | val_loss: 7.56545e-05 | Time: 4503.58 ms [2020-11-25 01:25:33 main:574] : INFO : Epoch 49 | loss: 7.21805e-05 | val_loss: 7.51008e-05 | Time: 4465.69 ms [2020-11-25 01:25:38 main:574] : INFO : Epoch 50 | loss: 7.1656e-05 | val_loss: 7.44101e-05 | Time: 4520.27 ms [2020-11-25 01:25:43 main:574] : INFO : Epoch 51 | loss: 7.07038e-05 | val_loss: 7.47772e-05 | Time: 4673.08 ms [2020-11-25 01:25:47 main:574] : INFO : Epoch 52 | loss: 7.01133e-05 | val_loss: 7.33121e-05 | Time: 4650.24 ms [2020-11-25 01:25:52 main:574] : INFO : Epoch 53 | loss: 6.9836e-05 | val_loss: 7.30294e-05 | Time: 4625.01 ms [2020-11-25 01:25:57 main:574] : INFO : Epoch 54 | loss: 6.9509e-05 | val_loss: 7.17454e-05 | Time: 4547.24 ms [2020-11-25 01:26:01 main:574] : INFO : Epoch 55 | loss: 6.89742e-05 | val_loss: 7.24856e-05 | Time: 4502.91 ms [2020-11-25 01:26:06 main:574] : INFO : Epoch 56 | loss: 6.91602e-05 | val_loss: 7.21722e-05 | Time: 4622.97 ms [2020-11-25 01:26:10 main:574] : INFO : Epoch 57 | loss: 6.83557e-05 | val_loss: 7.15844e-05 | Time: 4638.18 ms [2020-11-25 01:26:15 main:574] : INFO : Epoch 58 | loss: 6.79806e-05 | val_loss: 7.13863e-05 | Time: 4573.54 ms [2020-11-25 01:26:20 main:574] : INFO : Epoch 59 | loss: 6.68721e-05 | val_loss: 7.12813e-05 | Time: 4528.85 ms [2020-11-25 01:26:24 main:574] : INFO : Epoch 60 | loss: 6.71205e-05 | val_loss: 6.96058e-05 | Time: 4671.81 ms [2020-11-25 01:26:29 main:574] : INFO : Epoch 61 | loss: 6.61237e-05 | val_loss: 6.89895e-05 | Time: 4668.56 ms [2020-11-25 01:26:34 main:574] : INFO : Epoch 62 | loss: 6.55822e-05 | val_loss: 6.97154e-05 | Time: 4635.98 ms [2020-11-25 01:26:38 main:574] : INFO : Epoch 63 | loss: 6.52836e-05 | val_loss: 6.85623e-05 | Time: 4580.32 ms [2020-11-25 01:26:43 main:574] : INFO : Epoch 64 | loss: 6.50924e-05 | val_loss: 6.82971e-05 | Time: 4617.8 ms [2020-11-25 01:26:47 main:574] : INFO : Epoch 65 | loss: 6.47292e-05 | val_loss: 6.77212e-05 | Time: 4577.38 ms [2020-11-25 01:26:52 main:574] : INFO : Epoch 66 | loss: 6.41955e-05 | val_loss: 6.97185e-05 | Time: 4572.63 ms [2020-11-25 01:26:56 main:574] : INFO : Epoch 67 | loss: 6.42598e-05 | val_loss: 6.67002e-05 | Time: 4464.66 ms [2020-11-25 01:27:01 main:574] : INFO : Epoch 68 | loss: 6.33988e-05 | val_loss: 6.55353e-05 | Time: 4716.63 ms [2020-11-25 01:27:06 main:574] : INFO : Epoch 69 | loss: 6.26992e-05 | val_loss: 6.79348e-05 | Time: 4550.79 ms [2020-11-25 01:27:11 main:574] : INFO : Epoch 70 | loss: 6.30178e-05 | val_loss: 6.57454e-05 | Time: 4719.94 ms [2020-11-25 01:27:15 main:574] : INFO : Epoch 71 | loss: 6.18945e-05 | val_loss: 6.50605e-05 | Time: 4525.12 ms [2020-11-25 01:27:20 main:574] : INFO : Epoch 72 | loss: 6.16442e-05 | val_loss: 6.49451e-05 | Time: 4605.46 ms [2020-11-25 01:27:24 main:574] : INFO : Epoch 73 | loss: 6.11773e-05 | val_loss: 6.47849e-05 | Time: 4479.4 ms [2020-11-25 01:27:29 main:574] : INFO : Epoch 74 | loss: 6.08889e-05 | val_loss: 6.40527e-05 | Time: 4560.23 ms [2020-11-25 01:27:33 main:574] : INFO : Epoch 75 | loss: 6.12779e-05 | val_loss: 6.36987e-05 | Time: 4478.35 ms [2020-11-25 01:27:38 main:574] : INFO : Epoch 76 | loss: 5.99464e-05 | val_loss: 6.28985e-05 | Time: 4641.33 ms [2020-11-25 01:27:42 main:574] : INFO : Epoch 77 | loss: 5.94801e-05 | val_loss: 6.40917e-05 | Time: 4540.18 ms [2020-11-25 01:27:47 main:574] : INFO : Epoch 78 | loss: 5.99171e-05 | val_loss: 6.27441e-05 | Time: 4716.25 ms [2020-11-25 01:27:52 main:574] : INFO : Epoch 79 | loss: 5.8905e-05 | val_loss: 6.14052e-05 | Time: 4421.7 ms [2020-11-25 01:27:56 main:574] : INFO : Epoch 80 | loss: 5.8332e-05 | val_loss: 6.24663e-05 | Time: 4684.6 ms [2020-11-25 01:28:01 main:574] : INFO : Epoch 81 | loss: 5.86963e-05 | val_loss: 6.39055e-05 | Time: 4428.2 ms [2020-11-25 01:28:06 main:574] : INFO : Epoch 82 | loss: 5.83326e-05 | val_loss: 6.30105e-05 | Time: 4705.46 ms [2020-11-25 01:28:10 main:574] : INFO : Epoch 83 | loss: 5.83089e-05 | val_loss: 6.08084e-05 | Time: 4758.32 ms [2020-11-25 01:28:15 main:574] : INFO : Epoch 84 | loss: 5.70282e-05 | val_loss: 6.01959e-05 | Time: 4552.04 ms [2020-11-25 01:28:19 main:574] : INFO : Epoch 85 | loss: 5.65272e-05 | val_loss: 6.07359e-05 | Time: 4580.9 ms [2020-11-25 01:28:24 main:574] : INFO : Epoch 86 | loss: 5.73853e-05 | val_loss: 6.04817e-05 | Time: 4725.57 ms [2020-11-25 01:28:29 main:574] : INFO : Epoch 87 | loss: 5.73278e-05 | val_loss: 5.88383e-05 | Time: 4618.38 ms [2020-11-25 01:28:33 main:574] : INFO : Epoch 88 | loss: 5.60524e-05 | val_loss: 5.80359e-05 | Time: 4473.3 ms [2020-11-25 01:28:38 main:574] : INFO : Epoch 89 | loss: 5.49841e-05 | val_loss: 5.95125e-05 | Time: 4658.58 ms [2020-11-25 01:28:43 main:574] : INFO : Epoch 90 | loss: 5.53414e-05 | val_loss: 5.80414e-05 | Time: 4525.51 ms [2020-11-25 01:28:47 main:574] : INFO : Epoch 91 | loss: 5.5178e-05 | val_loss: 5.7672e-05 | Time: 4442.68 ms [2020-11-25 01:28:52 main:574] : INFO : Epoch 92 | loss: 5.45238e-05 | val_loss: 5.78871e-05 | Time: 4583.14 ms [2020-11-25 01:28:56 main:574] : INFO : Epoch 93 | loss: 5.44753e-05 | val_loss: 5.92712e-05 | Time: 4799.67 ms [2020-11-25 01:29:01 main:574] : INFO : Epoch 94 | loss: 5.3717e-05 | val_loss: 5.6488e-05 | Time: 4545.22 ms [2020-11-25 01:29:06 main:574] : INFO : Epoch 95 | loss: 5.40262e-05 | val_loss: 5.73243e-05 | Time: 4452.42 ms [2020-11-25 01:29:10 main:574] : INFO : Epoch 96 | loss: 5.44347e-05 | val_loss: 5.53988e-05 | Time: 4542.32 ms [2020-11-25 01:29:15 main:574] : INFO : Epoch 97 | loss: 5.27293e-05 | val_loss: 5.54594e-05 | Time: 4673.36 ms [2020-11-25 01:29:19 main:574] : INFO : Epoch 98 | loss: 5.28364e-05 | val_loss: 5.477e-05 | Time: 4566.82 ms [2020-11-25 01:29:24 main:574] : INFO : Epoch 99 | loss: 5.2633e-05 | val_loss: 5.38441e-05 | Time: 4798.36 ms [2020-11-25 01:29:29 main:574] : INFO : Epoch 100 | loss: 5.18834e-05 | val_loss: 5.443e-05 | Time: 4559.69 ms [2020-11-25 01:29:33 main:574] : INFO : Epoch 101 | loss: 5.17499e-05 | val_loss: 5.4221e-05 | Time: 4532.48 ms [2020-11-25 01:29:38 main:574] : INFO : Epoch 102 | loss: 5.15115e-05 | val_loss: 5.33537e-05 | Time: 4586.63 ms [2020-11-25 01:29:43 main:574] : INFO : Epoch 103 | loss: 5.08963e-05 | val_loss: 5.41316e-05 | Time: 4743.87 ms [2020-11-25 01:29:47 main:574] : INFO : Epoch 104 | loss: 5.10767e-05 | val_loss: 5.33906e-05 | Time: 4681.27 ms [2020-11-25 01:29:52 main:574] : INFO : Epoch 105 | loss: 5.06175e-05 | val_loss: 5.369e-05 | Time: 4661.41 ms [2020-11-25 01:29:57 main:574] : INFO : Epoch 106 | loss: 5.03653e-05 | val_loss: 5.28458e-05 | Time: 4428.84 ms [2020-11-25 01:30:01 main:574] : INFO : Epoch 107 | loss: 4.98857e-05 | val_loss: 5.19474e-05 | Time: 4724.7 ms [2020-11-25 01:30:06 main:574] : INFO : Epoch 108 | loss: 5.0581e-05 | val_loss: 5.22173e-05 | Time: 4537.37 ms [2020-11-25 01:30:10 main:574] : INFO : Epoch 109 | loss: 4.91361e-05 | val_loss: 5.26452e-05 | Time: 4637.73 ms [2020-11-25 01:30:15 main:574] : INFO : Epoch 110 | loss: 5.03682e-05 | val_loss: 5.13384e-05 | Time: 4659.48 ms [2020-11-25 01:30:20 main:574] : INFO : Epoch 111 | loss: 4.92727e-05 | val_loss: 5.1995e-05 | Time: 4584.31 ms [2020-11-25 01:30:24 main:574] : INFO : Epoch 112 | loss: 4.90835e-05 | val_loss: 5.10784e-05 | Time: 4628.34 ms [2020-11-25 01:30:29 main:574] : INFO : Epoch 113 | loss: 4.8619e-05 | val_loss: 4.9887e-05 | Time: 4637.45 ms [2020-11-25 01:30:34 main:574] : INFO : Epoch 114 | loss: 4.7742e-05 | val_loss: 5.05272e-05 | Time: 4512.95 ms [2020-11-25 01:30:38 main:574] : INFO : Epoch 115 | loss: 4.78612e-05 | val_loss: 5.02068e-05 | Time: 4656.5 ms [2020-11-25 01:30:43 main:574] : INFO : Epoch 116 | loss: 4.73402e-05 | val_loss: 5.03005e-05 | Time: 4659.95 ms [2020-11-25 01:30:47 main:574] : INFO : Epoch 117 | loss: 4.71708e-05 | val_loss: 4.82317e-05 | Time: 4474.68 ms [2020-11-25 01:30:52 main:574] : INFO : Epoch 118 | loss: 4.76232e-05 | val_loss: 5.02014e-05 | Time: 4743.27 ms [2020-11-25 01:30:57 main:574] : INFO : Epoch 119 | loss: 4.81469e-05 | val_loss: 4.9396e-05 | Time: 4614.04 ms [2020-11-25 01:31:01 main:574] : INFO : Epoch 120 | loss: 4.6491e-05 | val_loss: 4.79728e-05 | Time: 4499.26 ms [2020-11-25 01:31:06 main:574] : INFO : Epoch 121 | loss: 4.62173e-05 | val_loss: 4.85466e-05 | Time: 4529.91 ms [2020-11-25 01:31:11 main:574] : INFO : Epoch 122 | loss: 4.58832e-05 | val_loss: 4.7779e-05 | Time: 4633.39 ms [2020-11-25 01:31:15 main:574] : INFO : Epoch 123 | loss: 4.58611e-05 | val_loss: 4.75186e-05 | Time: 4391.13 ms [2020-11-25 01:31:20 main:574] : INFO : Epoch 124 | loss: 4.58712e-05 | val_loss: 4.76376e-05 | Time: 4674.93 ms [2020-11-25 01:31:24 main:574] : INFO : Epoch 125 | loss: 4.54486e-05 | val_loss: 4.79981e-05 | Time: 4744.98 ms [2020-11-25 01:31:29 main:574] : INFO : Epoch 126 | loss: 4.48715e-05 | val_loss: 4.73858e-05 | Time: 4545.72 ms [2020-11-25 01:31:34 main:574] : INFO : Epoch 127 | loss: 4.55328e-05 | val_loss: 5.1659e-05 | Time: 4664.71 ms [2020-11-25 01:31:38 main:574] : INFO : Epoch 128 | loss: 4.74019e-05 | val_loss: 4.60044e-05 | Time: 4504.6 ms [2020-11-25 01:31:43 main:574] : INFO : Epoch 129 | loss: 4.51151e-05 | val_loss: 4.79543e-05 | Time: 4649.81 ms [2020-11-25 01:31:48 main:574] : INFO : Epoch 130 | loss: 4.46429e-05 | val_loss: 4.5817e-05 | Time: 4610.5 ms [2020-11-25 01:31:52 main:574] : INFO : Epoch 131 | loss: 4.3793e-05 | val_loss: 4.46789e-05 | Time: 4633.55 ms [2020-11-25 01:31:57 main:574] : INFO : Epoch 132 | loss: 4.36385e-05 | val_loss: 4.59138e-05 | Time: 4640.24 ms [2020-11-25 01:32:02 main:574] : INFO : Epoch 133 | loss: 4.36508e-05 | val_loss: 4.53323e-05 | Time: 4734.25 ms [2020-11-25 01:32:06 main:574] : INFO : Epoch 134 | loss: 4.41138e-05 | val_loss: 4.56983e-05 | Time: 4572.82 ms [2020-11-25 01:32:11 main:574] : INFO : Epoch 135 | loss: 4.31729e-05 | val_loss: 4.62106e-05 | Time: 4517.24 ms [2020-11-25 01:32:15 main:574] : INFO : Epoch 136 | loss: 4.38742e-05 | val_loss: 4.79541e-05 | Time: 4615.99 ms [2020-11-25 01:32:20 main:574] : INFO : Epoch 137 | loss: 4.30292e-05 | val_loss: 4.39593e-05 | Time: 4544.34 ms [2020-11-25 01:32:25 main:574] : INFO : Epoch 138 | loss: 4.26198e-05 | val_loss: 4.46912e-05 | Time: 4706.16 ms [2020-11-25 01:32:29 main:574] : INFO : Epoch 139 | loss: 4.23726e-05 | val_loss: 4.50666e-05 | Time: 4556.95 ms [2020-11-25 01:32:34 main:574] : INFO : Epoch 140 | loss: 4.18943e-05 | val_loss: 4.4222e-05 | Time: 4542.76 ms [2020-11-25 01:32:38 main:574] : INFO : Epoch 141 | loss: 4.24199e-05 | val_loss: 4.52393e-05 | Time: 4507.68 ms [2020-11-25 01:32:43 main:574] : INFO : Epoch 142 | loss: 4.2125e-05 | val_loss: 4.26033e-05 | Time: 4605.17 ms [2020-11-25 01:32:48 main:574] : INFO : Epoch 143 | loss: 4.26135e-05 | val_loss: 4.35281e-05 | Time: 4556.64 ms [2020-11-25 01:32:52 main:574] : INFO : Epoch 144 | loss: 4.17949e-05 | val_loss: 4.25269e-05 | Time: 4783.8 ms [2020-11-25 01:32:57 main:574] : INFO : Epoch 145 | loss: 4.12258e-05 | val_loss: 4.31025e-05 | Time: 4551.43 ms [2020-11-25 01:33:01 main:574] : INFO : Epoch 146 | loss: 4.10785e-05 | val_loss: 4.18077e-05 | Time: 4539.96 ms [2020-11-25 01:33:06 main:574] : INFO : Epoch 147 | loss: 4.09914e-05 | val_loss: 4.41756e-05 | Time: 4479.33 ms [2020-11-25 01:33:11 main:574] : INFO : Epoch 148 | loss: 4.08504e-05 | val_loss: 4.16954e-05 | Time: 4660.97 ms [2020-11-25 01:33:15 main:574] : INFO : Epoch 149 | loss: 4.05386e-05 | val_loss: 4.19498e-05 | Time: 4631.18 ms [2020-11-25 01:33:20 main:574] : INFO : Epoch 150 | loss: 4.06821e-05 | val_loss: 4.25444e-05 | Time: 4631.49 ms [2020-11-25 01:33:25 main:574] : INFO : Epoch 151 | loss: 4.02275e-05 | val_loss: 4.34982e-05 | Time: 4626 ms [2020-11-25 01:33:29 main:574] : INFO : Epoch 152 | loss: 4.02825e-05 | val_loss: 4.8475e-05 | Time: 4608.77 ms [2020-11-25 01:33:34 main:574] : INFO : Epoch 153 | loss: 4.83232e-05 | val_loss: 4.14662e-05 | Time: 4443.79 ms [2020-11-25 01:33:38 main:574] : INFO : Epoch 154 | loss: 3.94854e-05 | val_loss: 4.05936e-05 | Time: 4665.88 ms [2020-11-25 01:33:43 main:574] : INFO : Epoch 155 | loss: 3.96396e-05 | val_loss: 4.18108e-05 | Time: 4548.92 ms [2020-11-25 01:33:48 main:574] : INFO : Epoch 156 | loss: 3.97699e-05 | val_loss: 4.22527e-05 | Time: 4649.69 ms [2020-11-25 01:33:52 main:574] : INFO : Epoch 157 | loss: 3.92166e-05 | val_loss: 4.15682e-05 | Time: 4492.24 ms [2020-11-25 01:33:57 main:574] : INFO : Epoch 158 | loss: 3.85869e-05 | val_loss: 4.10102e-05 | Time: 4604.11 ms [2020-11-25 01:34:01 main:574] : INFO : Epoch 159 | loss: 3.89193e-05 | val_loss: 3.99307e-05 | Time: 4655.94 ms [2020-11-25 01:34:06 main:574] : INFO : Epoch 160 | loss: 3.89286e-05 | val_loss: 4.00999e-05 | Time: 4580.4 ms [2020-11-25 01:34:11 main:574] : INFO : Epoch 161 | loss: 3.85401e-05 | val_loss: 4.02571e-05 | Time: 4789.39 ms [2020-11-25 01:34:15 main:574] : INFO : Epoch 162 | loss: 3.81076e-05 | val_loss: 3.99066e-05 | Time: 4387.75 ms [2020-11-25 01:34:20 main:574] : INFO : Epoch 163 | loss: 3.81983e-05 | val_loss: 4.02376e-05 | Time: 4555.41 ms [2020-11-25 01:34:24 main:574] : INFO : Epoch 164 | loss: 3.81037e-05 | val_loss: 3.89347e-05 | Time: 4540.95 ms [2020-11-25 01:34:29 main:574] : INFO : Epoch 165 | loss: 3.82354e-05 | val_loss: 4.07034e-05 | Time: 4556.63 ms [2020-11-25 01:34:34 main:574] : INFO : Epoch 166 | loss: 3.82575e-05 | val_loss: 3.97605e-05 | Time: 4579.35 ms [2020-11-25 01:34:38 main:574] : INFO : Epoch 167 | loss: 3.75536e-05 | val_loss: 3.89588e-05 | Time: 4405.72 ms [2020-11-25 01:34:43 main:574] : INFO : Epoch 168 | loss: 3.75512e-05 | val_loss: 3.94645e-05 | Time: 4607.8 ms [2020-11-25 01:34:47 main:574] : INFO : Epoch 169 | loss: 3.76237e-05 | val_loss: 3.88024e-05 | Time: 4565.98 ms [2020-11-25 01:34:52 main:574] : INFO : Epoch 170 | loss: 3.75806e-05 | val_loss: 3.91908e-05 | Time: 4599.37 ms [2020-11-25 01:34:57 main:574] : INFO : Epoch 171 | loss: 3.736e-05 | val_loss: 4.00595e-05 | Time: 4653.05 ms [2020-11-25 01:35:01 main:574] : INFO : Epoch 172 | loss: 4.41116e-05 | val_loss: 3.78855e-05 | Time: 4620.32 ms [2020-11-25 01:35:06 main:574] : INFO : Epoch 173 | loss: 3.80656e-05 | val_loss: 3.79374e-05 | Time: 4581.67 ms [2020-11-25 01:35:10 main:574] : INFO : Epoch 174 | loss: 3.64667e-05 | val_loss: 3.78758e-05 | Time: 4680.79 ms [2020-11-25 01:35:15 main:574] : INFO : Epoch 175 | loss: 3.61329e-05 | val_loss: 4.05836e-05 | Time: 4589.22 ms [2020-11-25 01:35:19 main:574] : INFO : Epoch 176 | loss: 3.62404e-05 | val_loss: 3.75409e-05 | Time: 4399.02 ms [2020-11-25 01:35:24 main:574] : INFO : Epoch 177 | loss: 3.62001e-05 | val_loss: 3.71267e-05 | Time: 4593.29 ms [2020-11-25 01:35:29 main:574] : INFO : Epoch 178 | loss: 3.63488e-05 | val_loss: 3.72446e-05 | Time: 4656.78 ms [2020-11-25 01:35:33 main:574] : INFO : Epoch 179 | loss: 3.62612e-05 | val_loss: 3.71465e-05 | Time: 4571.78 ms [2020-11-25 01:35:38 main:574] : INFO : Epoch 180 | loss: 3.59284e-05 | val_loss: 3.72585e-05 | Time: 4546.29 ms [2020-11-25 01:35:43 main:574] : INFO : Epoch 181 | loss: 3.59254e-05 | val_loss: 4.27688e-05 | Time: 4625.26 ms [2020-11-25 01:35:47 main:574] : INFO : Epoch 182 | loss: 3.56273e-05 | val_loss: 3.90864e-05 | Time: 4575.05 ms [2020-11-25 01:35:52 main:574] : INFO : Epoch 183 | loss: 3.57952e-05 | val_loss: 3.64365e-05 | Time: 4467.97 ms [2020-11-25 01:35:56 main:574] : INFO : Epoch 184 | loss: 3.50125e-05 | val_loss: 3.76316e-05 | Time: 4664.53 ms [2020-11-25 01:36:01 main:574] : INFO : Epoch 185 | loss: 3.52485e-05 | val_loss: 3.67699e-05 | Time: 4621.8 ms [2020-11-25 01:36:06 main:574] : INFO : Epoch 186 | loss: 3.53089e-05 | val_loss: 3.58773e-05 | Time: 4515.59 ms [2020-11-25 01:36:10 main:574] : INFO : Epoch 187 | loss: 3.50935e-05 | val_loss: 3.70136e-05 | Time: 4547.51 ms [2020-11-25 01:36:15 main:574] : INFO : Epoch 188 | loss: 3.59202e-05 | val_loss: 3.60625e-05 | Time: 4715.07 ms [2020-11-25 01:36:20 main:574] : INFO : Epoch 189 | loss: 3.45525e-05 | val_loss: 3.96083e-05 | Time: 4685.58 ms [2020-11-25 01:36:24 main:574] : INFO : Epoch 190 | loss: 3.43926e-05 | val_loss: 3.52762e-05 | Time: 4611.98 ms [2020-11-25 01:36:29 main:574] : INFO : Epoch 191 | loss: 3.45192e-05 | val_loss: 3.63401e-05 | Time: 4601.22 ms [2020-11-25 01:36:33 main:574] : INFO : Epoch 192 | loss: 3.45581e-05 | val_loss: 3.56202e-05 | Time: 4606.84 ms [2020-11-25 01:36:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.56202e-05 [2020-11-25 01:36:33 main:603] : INFO : Saving end state to config to file [2020-11-25 01:36:33 main:608] : INFO : Success, exiting.. 01:36:33 (10356): 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)