Task 2827249
| Name | rand_automata_0037-1604983211-29222-1_0 |
| Workunit | 1273997 |
| Created | 11 Nov 2020, 1:46:10 UTC |
| Sent | 11 Nov 2020, 1:47:13 UTC |
| Report deadline | 18 Nov 2020, 1:47:13 UTC |
| Received | 11 Nov 2020, 11:45:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 21 min 50 sec |
| CPU time | 21 min 11 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.00 GB |
| Peak disk usage | 1.53 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 750 Ti) [2020-11-11 12:24:01 main:435] : INFO : Set logging level to 1 [2020-11-11 12:24:01 main:441] : INFO : Running in BOINC Client mode [2020-11-11 12:24:02 main:444] : INFO : Resolving all filenames [2020-11-11 12:24:02 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0037-train-val-dataset.hdf5 (exists = 1) [2020-11-11 12:24:02 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0037-1604983211-29222-1_0_r651169254_1 (exists = 0) [2020-11-11 12:24:02 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0037-1604983211-29222-1_0_r651169254_0 (exists = 0) [2020-11-11 12:24:02 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0037-1604983211-29222-1 (exists = 1) [2020-11-11 12:24:02 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 12:24:02 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0037-train-val-dataset.hdf5 [2020-11-11 12:24:02 main:474] : INFO : Configuration: [2020-11-11 12:24:02 main:475] : INFO : Model type: LSTM [2020-11-11 12:24:02 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 12:24:02 main:477] : INFO : Max Epochs: 192 [2020-11-11 12:24:02 main:478] : INFO : Batch Size: 32 [2020-11-11 12:24:02 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 12:24:02 main:480] : INFO : Patience: 10 [2020-11-11 12:24:02 main:481] : INFO : Hidden Width: 64 [2020-11-11 12:24:02 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 12:24:02 main:483] : INFO : # Backend Layers: 2 [2020-11-11 12:24:02 main:484] : INFO : # Threads: 1 [2020-11-11 12:24:02 main:486] : INFO : Preparing Dataset [2020-11-11 12:24:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0037-train-val-dataset.hdf5 into memory [2020-11-11 12:24:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0037-train-val-dataset.hdf5 into memory [2020-11-11 12:24:05 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 12:24:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0037-train-val-dataset.hdf5 into memory [2020-11-11 12:24:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0037-train-val-dataset.hdf5 into memory [2020-11-11 12:24:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 12:24:06 main:494] : INFO : Creating Model [2020-11-11 12:24:06 main:507] : INFO : Preparing config file [2020-11-11 12:24:06 main:519] : INFO : Creating new config file [2020-11-11 12:24:06 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 12:24:07 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 12:24:07 main:562] : INFO : Starting Training [2020-11-11 12:24:14 main:574] : INFO : Epoch 1 | loss: 0.000158715 | val_loss: 0.000138662 | Time: 7217.35 ms [2020-11-11 12:24:21 main:574] : INFO : Epoch 2 | loss: 0.000139365 | val_loss: 0.000136839 | Time: 6440.82 ms [2020-11-11 12:24:27 main:574] : INFO : Epoch 3 | loss: 0.000137165 | val_loss: 0.000134653 | Time: 6413.28 ms [2020-11-11 12:24:34 main:574] : INFO : Epoch 4 | loss: 0.000134345 | val_loss: 0.000131606 | Time: 6910.12 ms [2020-11-11 12:24:41 main:574] : INFO : Epoch 5 | loss: 0.000131733 | val_loss: 0.000128764 | Time: 6837.59 ms [2020-11-11 12:24:48 main:574] : INFO : Epoch 6 | loss: 0.000128799 | val_loss: 0.000125127 | Time: 6601.71 ms [2020-11-11 12:24:54 main:574] : INFO : Epoch 7 | loss: 0.000125783 | val_loss: 0.000122224 | Time: 6598.66 ms [2020-11-11 12:25:01 main:574] : INFO : Epoch 8 | loss: 0.000122975 | val_loss: 0.000120451 | Time: 6583.21 ms [2020-11-11 12:25:08 main:574] : INFO : Epoch 9 | loss: 0.000120302 | val_loss: 0.00011682 | Time: 6594.55 ms [2020-11-11 12:25:14 main:574] : INFO : Epoch 10 | loss: 0.000117094 | val_loss: 0.00011481 | Time: 6624.57 ms [2020-11-11 12:25:21 main:574] : INFO : Epoch 11 | loss: 0.00011481 | val_loss: 0.000112088 | Time: 6742.8 ms [2020-11-11 12:25:27 main:574] : INFO : Epoch 12 | loss: 0.00011204 | val_loss: 0.000110278 | Time: 6378.04 ms [2020-11-11 12:25:34 main:574] : INFO : Epoch 13 | loss: 0.00011031 | val_loss: 0.000107348 | Time: 6642.29 ms [2020-11-11 12:25:41 main:574] : INFO : Epoch 14 | loss: 0.000107367 | val_loss: 0.000104141 | Time: 6748.53 ms [2020-11-11 12:25:48 main:574] : INFO : Epoch 15 | loss: 0.000105347 | val_loss: 0.000103725 | Time: 6597.56 ms [2020-11-11 12:25:54 main:574] : INFO : Epoch 16 | loss: 0.000103303 | val_loss: 0.000101075 | Time: 6394.37 ms [2020-11-11 12:26:01 main:574] : INFO : Epoch 17 | loss: 0.000101226 | val_loss: 9.9836e-05 | Time: 6740.64 ms [2020-11-11 12:26:07 main:574] : INFO : Epoch 18 | loss: 9.93264e-05 | val_loss: 9.81951e-05 | Time: 6364.84 ms [2020-11-11 12:26:14 main:574] : INFO : Epoch 19 | loss: 9.72846e-05 | val_loss: 9.51792e-05 | Time: 6635.46 ms [2020-11-11 12:26:21 main:574] : INFO : Epoch 20 | loss: 9.62702e-05 | val_loss: 9.48741e-05 | Time: 6570.76 ms [2020-11-11 12:26:27 main:574] : INFO : Epoch 21 | loss: 9.38291e-05 | val_loss: 9.32648e-05 | Time: 6702.03 ms [2020-11-11 12:26:34 main:574] : INFO : Epoch 22 | loss: 9.22444e-05 | val_loss: 9.02635e-05 | Time: 6643.9 ms [2020-11-11 12:26:41 main:574] : INFO : Epoch 23 | loss: 9.07612e-05 | val_loss: 8.82617e-05 | Time: 6673.95 ms [2020-11-11 12:26:47 main:574] : INFO : Epoch 24 | loss: 8.91569e-05 | val_loss: 8.72459e-05 | Time: 6432.42 ms [2020-11-11 12:26:54 main:574] : INFO : Epoch 25 | loss: 8.73855e-05 | val_loss: 8.60747e-05 | Time: 6777.14 ms [2020-11-11 12:27:01 main:574] : INFO : Epoch 26 | loss: 8.59664e-05 | val_loss: 8.4757e-05 | Time: 6468.59 ms [2020-11-11 12:27:07 main:574] : INFO : Epoch 27 | loss: 8.43814e-05 | val_loss: 8.25328e-05 | Time: 6740.16 ms [2020-11-11 12:27:14 main:574] : INFO : Epoch 28 | loss: 8.31491e-05 | val_loss: 8.12439e-05 | Time: 6514.14 ms [2020-11-11 12:27:21 main:574] : INFO : Epoch 29 | loss: 8.1837e-05 | val_loss: 8.02105e-05 | Time: 6623.2 ms [2020-11-11 12:27:27 main:574] : INFO : Epoch 30 | loss: 8.04924e-05 | val_loss: 7.93144e-05 | Time: 6457.56 ms [2020-11-11 12:27:34 main:574] : INFO : Epoch 31 | loss: 7.94122e-05 | val_loss: 7.73277e-05 | Time: 6478.19 ms [2020-11-11 12:27:40 main:574] : INFO : Epoch 32 | loss: 7.78325e-05 | val_loss: 7.61352e-05 | Time: 6737.52 ms [2020-11-11 12:27:47 main:574] : INFO : Epoch 33 | loss: 7.68286e-05 | val_loss: 7.52344e-05 | Time: 6455.86 ms [2020-11-11 12:27:53 main:574] : INFO : Epoch 34 | loss: 7.52145e-05 | val_loss: 7.43874e-05 | Time: 6536.05 ms [2020-11-11 12:28:00 main:574] : INFO : Epoch 35 | loss: 7.44928e-05 | val_loss: 7.43888e-05 | Time: 6696.92 ms [2020-11-11 12:28:07 main:574] : INFO : Epoch 36 | loss: 7.35132e-05 | val_loss: 7.16242e-05 | Time: 6504.55 ms [2020-11-11 12:28:13 main:574] : INFO : Epoch 37 | loss: 7.22972e-05 | val_loss: 7.09288e-05 | Time: 6490.98 ms [2020-11-11 12:28:20 main:574] : INFO : Epoch 38 | loss: 7.12474e-05 | val_loss: 6.94174e-05 | Time: 6528.13 ms [2020-11-11 12:28:26 main:574] : INFO : Epoch 39 | loss: 6.99661e-05 | val_loss: 6.92715e-05 | Time: 6357.43 ms [2020-11-11 12:28:33 main:574] : INFO : Epoch 40 | loss: 6.90924e-05 | val_loss: 6.78696e-05 | Time: 6422.61 ms [2020-11-11 12:28:39 main:574] : INFO : Epoch 41 | loss: 6.85601e-05 | val_loss: 6.76484e-05 | Time: 6633.9 ms [2020-11-11 12:28:46 main:574] : INFO : Epoch 42 | loss: 6.69456e-05 | val_loss: 6.66435e-05 | Time: 6670.35 ms [2020-11-11 12:28:53 main:574] : INFO : Epoch 43 | loss: 6.62568e-05 | val_loss: 6.6243e-05 | Time: 6568.66 ms [2020-11-11 12:28:59 main:574] : INFO : Epoch 44 | loss: 6.56585e-05 | val_loss: 6.42822e-05 | Time: 6669.6 ms [2020-11-11 12:29:06 main:574] : INFO : Epoch 45 | loss: 6.468e-05 | val_loss: 6.28374e-05 | Time: 6399.01 ms [2020-11-11 12:29:13 main:574] : INFO : Epoch 46 | loss: 6.35088e-05 | val_loss: 6.30538e-05 | Time: 6767.55 ms [2020-11-11 12:29:19 main:574] : INFO : Epoch 47 | loss: 6.2913e-05 | val_loss: 6.28135e-05 | Time: 6423.18 ms [2020-11-11 12:29:26 main:574] : INFO : Epoch 48 | loss: 6.21185e-05 | val_loss: 6.13803e-05 | Time: 6635.81 ms [2020-11-11 12:29:33 main:574] : INFO : Epoch 49 | loss: 6.13717e-05 | val_loss: 6.00207e-05 | Time: 6611.56 ms [2020-11-11 12:29:39 main:574] : INFO : Epoch 50 | loss: 6.04931e-05 | val_loss: 5.95028e-05 | Time: 6544.91 ms [2020-11-11 12:29:46 main:574] : INFO : Epoch 51 | loss: 5.9753e-05 | val_loss: 5.84622e-05 | Time: 6702.85 ms [2020-11-11 12:29:52 main:574] : INFO : Epoch 52 | loss: 5.89728e-05 | val_loss: 5.70525e-05 | Time: 6500.4 ms [2020-11-11 12:29:59 main:574] : INFO : Epoch 53 | loss: 5.82058e-05 | val_loss: 5.69571e-05 | Time: 6737.12 ms [2020-11-11 12:30:06 main:574] : INFO : Epoch 54 | loss: 5.7622e-05 | val_loss: 5.59654e-05 | Time: 6501.32 ms [2020-11-11 12:30:12 main:574] : INFO : Epoch 55 | loss: 5.6561e-05 | val_loss: 5.59453e-05 | Time: 6435.19 ms [2020-11-11 12:30:19 main:574] : INFO : Epoch 56 | loss: 5.64094e-05 | val_loss: 5.65444e-05 | Time: 6412.51 ms [2020-11-11 12:30:25 main:574] : INFO : Epoch 57 | loss: 5.56784e-05 | val_loss: 5.38925e-05 | Time: 6554.92 ms [2020-11-11 12:30:32 main:574] : INFO : Epoch 58 | loss: 5.4851e-05 | val_loss: 5.46382e-05 | Time: 6514.43 ms [2020-11-11 12:30:38 main:574] : INFO : Epoch 59 | loss: 5.43217e-05 | val_loss: 5.35915e-05 | Time: 6505.98 ms [2020-11-11 12:30:45 main:574] : INFO : Epoch 60 | loss: 5.34863e-05 | val_loss: 5.21271e-05 | Time: 6435.05 ms [2020-11-11 12:30:52 main:574] : INFO : Epoch 61 | loss: 5.3134e-05 | val_loss: 5.19734e-05 | Time: 6644.92 ms [2020-11-11 12:30:58 main:574] : INFO : Epoch 62 | loss: 5.24305e-05 | val_loss: 5.25775e-05 | Time: 6515.32 ms [2020-11-11 12:31:05 main:574] : INFO : Epoch 63 | loss: 5.19282e-05 | val_loss: 5.16078e-05 | Time: 6514.66 ms [2020-11-11 12:31:11 main:574] : INFO : Epoch 64 | loss: 5.0952e-05 | val_loss: 4.98373e-05 | Time: 6624.4 ms [2020-11-11 12:31:18 main:574] : INFO : Epoch 65 | loss: 5.04139e-05 | val_loss: 4.98787e-05 | Time: 6642.74 ms [2020-11-11 12:31:25 main:574] : INFO : Epoch 66 | loss: 5.00876e-05 | val_loss: 4.87905e-05 | Time: 6497.03 ms [2020-11-11 12:31:31 main:574] : INFO : Epoch 67 | loss: 4.95861e-05 | val_loss: 4.87636e-05 | Time: 6640.02 ms [2020-11-11 12:31:38 main:574] : INFO : Epoch 68 | loss: 4.88244e-05 | val_loss: 4.8174e-05 | Time: 6771.76 ms [2020-11-11 12:31:45 main:574] : INFO : Epoch 69 | loss: 4.83946e-05 | val_loss: 4.88485e-05 | Time: 6709.73 ms [2020-11-11 12:31:52 main:574] : INFO : Epoch 70 | loss: 4.80722e-05 | val_loss: 4.74145e-05 | Time: 6813.1 ms [2020-11-11 12:31:59 main:574] : INFO : Epoch 71 | loss: 4.76235e-05 | val_loss: 4.57631e-05 | Time: 6736.28 ms [2020-11-11 12:32:05 main:574] : INFO : Epoch 72 | loss: 4.68221e-05 | val_loss: 4.57509e-05 | Time: 6351.5 ms [2020-11-11 12:32:12 main:574] : INFO : Epoch 73 | loss: 4.62437e-05 | val_loss: 4.53485e-05 | Time: 6557.1 ms [2020-11-11 12:32:18 main:574] : INFO : Epoch 74 | loss: 4.59822e-05 | val_loss: 4.50117e-05 | Time: 6696.33 ms [2020-11-11 12:32:25 main:574] : INFO : Epoch 75 | loss: 4.54759e-05 | val_loss: 4.40776e-05 | Time: 6575.73 ms [2020-11-11 12:32:32 main:574] : INFO : Epoch 76 | loss: 4.50197e-05 | val_loss: 4.44855e-05 | Time: 6514.59 ms [2020-11-11 12:32:38 main:574] : INFO : Epoch 77 | loss: 4.46914e-05 | val_loss: 4.35979e-05 | Time: 6678.38 ms [2020-11-11 12:32:45 main:574] : INFO : Epoch 78 | loss: 4.44561e-05 | val_loss: 4.37775e-05 | Time: 6709.97 ms [2020-11-11 12:32:51 main:574] : INFO : Epoch 79 | loss: 4.39521e-05 | val_loss: 4.31861e-05 | Time: 6295.45 ms [2020-11-11 12:32:58 main:574] : INFO : Epoch 80 | loss: 4.33077e-05 | val_loss: 4.23495e-05 | Time: 6590.25 ms [2020-11-11 12:33:05 main:574] : INFO : Epoch 81 | loss: 4.29834e-05 | val_loss: 4.29206e-05 | Time: 6645.86 ms [2020-11-11 12:33:11 main:574] : INFO : Epoch 82 | loss: 4.23125e-05 | val_loss: 4.18826e-05 | Time: 6457.26 ms [2020-11-11 12:33:18 main:574] : INFO : Epoch 83 | loss: 4.21199e-05 | val_loss: 4.19126e-05 | Time: 6496.42 ms [2020-11-11 12:33:24 main:574] : INFO : Epoch 84 | loss: 4.17798e-05 | val_loss: 4.16595e-05 | Time: 6658.78 ms [2020-11-11 12:33:31 main:574] : INFO : Epoch 85 | loss: 4.11694e-05 | val_loss: 4.23989e-05 | Time: 6731.31 ms [2020-11-11 12:33:38 main:574] : INFO : Epoch 86 | loss: 4.10861e-05 | val_loss: 3.97671e-05 | Time: 6502.37 ms [2020-11-11 12:33:44 main:574] : INFO : Epoch 87 | loss: 4.04273e-05 | val_loss: 3.981e-05 | Time: 6580.9 ms [2020-11-11 12:33:51 main:574] : INFO : Epoch 88 | loss: 4.01667e-05 | val_loss: 3.98396e-05 | Time: 6629.37 ms [2020-11-11 12:33:58 main:574] : INFO : Epoch 89 | loss: 3.98033e-05 | val_loss: 3.88524e-05 | Time: 6520.9 ms [2020-11-11 12:34:04 main:574] : INFO : Epoch 90 | loss: 3.92945e-05 | val_loss: 3.87224e-05 | Time: 6628.94 ms [2020-11-11 12:34:11 main:574] : INFO : Epoch 91 | loss: 3.89213e-05 | val_loss: 3.84246e-05 | Time: 6721.62 ms [2020-11-11 12:34:18 main:574] : INFO : Epoch 92 | loss: 3.86543e-05 | val_loss: 3.84041e-05 | Time: 6679.06 ms [2020-11-11 12:34:24 main:574] : INFO : Epoch 93 | loss: 3.85229e-05 | val_loss: 3.8088e-05 | Time: 6511.81 ms [2020-11-11 12:34:31 main:574] : INFO : Epoch 94 | loss: 3.82426e-05 | val_loss: 3.77811e-05 | Time: 6626.16 ms [2020-11-11 12:34:38 main:574] : INFO : Epoch 95 | loss: 3.76409e-05 | val_loss: 3.70072e-05 | Time: 6768.24 ms [2020-11-11 12:34:45 main:574] : INFO : Epoch 96 | loss: 3.74196e-05 | val_loss: 3.70465e-05 | Time: 6605.06 ms [2020-11-11 12:34:51 main:574] : INFO : Epoch 97 | loss: 3.72868e-05 | val_loss: 3.71818e-05 | Time: 6588.61 ms [2020-11-11 12:34:58 main:574] : INFO : Epoch 98 | loss: 3.69161e-05 | val_loss: 3.66704e-05 | Time: 6656.44 ms [2020-11-11 12:35:04 main:574] : INFO : Epoch 99 | loss: 3.66951e-05 | val_loss: 3.6236e-05 | Time: 6439.11 ms [2020-11-11 12:35:11 main:574] : INFO : Epoch 100 | loss: 3.60228e-05 | val_loss: 3.56969e-05 | Time: 6505.62 ms [2020-11-11 12:35:18 main:574] : INFO : Epoch 101 | loss: 3.59091e-05 | val_loss: 3.58731e-05 | Time: 6534.54 ms [2020-11-11 12:35:24 main:574] : INFO : Epoch 102 | loss: 3.56712e-05 | val_loss: 3.46618e-05 | Time: 6682.31 ms [2020-11-11 12:35:31 main:574] : INFO : Epoch 103 | loss: 3.53784e-05 | val_loss: 3.49233e-05 | Time: 6430.72 ms [2020-11-11 12:35:38 main:574] : INFO : Epoch 104 | loss: 3.49916e-05 | val_loss: 3.46903e-05 | Time: 6626.94 ms [2020-11-11 12:35:44 main:574] : INFO : Epoch 105 | loss: 3.49322e-05 | val_loss: 3.49293e-05 | Time: 6763.29 ms [2020-11-11 12:35:51 main:574] : INFO : Epoch 106 | loss: 3.45252e-05 | val_loss: 3.51053e-05 | Time: 6440.76 ms [2020-11-11 12:35:57 main:574] : INFO : Epoch 107 | loss: 3.44275e-05 | val_loss: 3.38469e-05 | Time: 6449.65 ms [2020-11-11 12:36:04 main:574] : INFO : Epoch 108 | loss: 3.39178e-05 | val_loss: 3.379e-05 | Time: 6572.48 ms [2020-11-11 12:36:10 main:574] : INFO : Epoch 109 | loss: 3.33987e-05 | val_loss: 3.33267e-05 | Time: 6455.03 ms [2020-11-11 12:36:18 main:574] : INFO : Epoch 110 | loss: 3.35049e-05 | val_loss: 3.25026e-05 | Time: 7187.23 ms [2020-11-11 12:36:24 main:574] : INFO : Epoch 111 | loss: 3.30239e-05 | val_loss: 3.47392e-05 | Time: 6696 ms [2020-11-11 12:36:31 main:574] : INFO : Epoch 112 | loss: 3.30617e-05 | val_loss: 3.27385e-05 | Time: 6764.95 ms [2020-11-11 12:36:38 main:574] : INFO : Epoch 113 | loss: 3.26857e-05 | val_loss: 3.20828e-05 | Time: 6602.06 ms [2020-11-11 12:36:44 main:574] : INFO : Epoch 114 | loss: 3.22983e-05 | val_loss: 3.18443e-05 | Time: 6373.67 ms [2020-11-11 12:36:51 main:574] : INFO : Epoch 115 | loss: 3.20874e-05 | val_loss: 3.22681e-05 | Time: 6725.02 ms [2020-11-11 12:36:58 main:574] : INFO : Epoch 116 | loss: 3.20805e-05 | val_loss: 3.17249e-05 | Time: 6836.74 ms [2020-11-11 12:37:05 main:574] : INFO : Epoch 117 | loss: 3.16579e-05 | val_loss: 3.10975e-05 | Time: 6776.52 ms [2020-11-11 12:37:12 main:574] : INFO : Epoch 118 | loss: 3.14349e-05 | val_loss: 3.13642e-05 | Time: 6756.17 ms [2020-11-11 12:37:18 main:574] : INFO : Epoch 119 | loss: 3.10944e-05 | val_loss: 3.10422e-05 | Time: 6524.1 ms [2020-11-11 12:37:25 main:574] : INFO : Epoch 120 | loss: 3.15725e-05 | val_loss: 3.15353e-05 | Time: 6753.32 ms [2020-11-11 12:37:32 main:574] : INFO : Epoch 121 | loss: 3.07752e-05 | val_loss: 3.05813e-05 | Time: 6788.2 ms [2020-11-11 12:37:39 main:574] : INFO : Epoch 122 | loss: 3.05168e-05 | val_loss: 2.98964e-05 | Time: 6766.49 ms [2020-11-11 12:37:45 main:574] : INFO : Epoch 123 | loss: 3.01322e-05 | val_loss: 3.03315e-05 | Time: 6443.77 ms [2020-11-11 12:37:52 main:574] : INFO : Epoch 124 | loss: 3.00654e-05 | val_loss: 3.06808e-05 | Time: 6653.93 ms [2020-11-11 12:37:59 main:574] : INFO : Epoch 125 | loss: 3.00815e-05 | val_loss: 2.97218e-05 | Time: 6898.21 ms [2020-11-11 12:38:06 main:574] : INFO : Epoch 126 | loss: 2.94756e-05 | val_loss: 2.96574e-05 | Time: 6852.29 ms [2020-11-11 12:38:12 main:574] : INFO : Epoch 127 | loss: 2.95068e-05 | val_loss: 2.96542e-05 | Time: 6652.39 ms [2020-11-11 12:38:19 main:574] : INFO : Epoch 128 | loss: 2.91761e-05 | val_loss: 2.98407e-05 | Time: 6936.18 ms [2020-11-11 12:38:26 main:574] : INFO : Epoch 129 | loss: 2.89879e-05 | val_loss: 2.94702e-05 | Time: 6829.95 ms [2020-11-11 12:38:33 main:574] : INFO : Epoch 130 | loss: 2.88361e-05 | val_loss: 2.87478e-05 | Time: 6697.55 ms [2020-11-11 12:38:40 main:574] : INFO : Epoch 131 | loss: 2.8851e-05 | val_loss: 2.89763e-05 | Time: 6620.61 ms [2020-11-11 12:38:46 main:574] : INFO : Epoch 132 | loss: 2.83343e-05 | val_loss: 2.82613e-05 | Time: 6378.38 ms [2020-11-11 12:38:53 main:574] : INFO : Epoch 133 | loss: 2.84046e-05 | val_loss: 2.81007e-05 | Time: 6798.9 ms [2020-11-11 12:39:00 main:574] : INFO : Epoch 134 | loss: 2.79951e-05 | val_loss: 2.83463e-05 | Time: 6800.14 ms [2020-11-11 12:39:07 main:574] : INFO : Epoch 135 | loss: 2.80402e-05 | val_loss: 2.80235e-05 | Time: 6946.91 ms [2020-11-11 12:39:14 main:574] : INFO : Epoch 136 | loss: 2.804e-05 | val_loss: 2.86131e-05 | Time: 6742.72 ms [2020-11-11 12:39:20 main:574] : INFO : Epoch 137 | loss: 2.74668e-05 | val_loss: 2.72876e-05 | Time: 6823.67 ms [2020-11-11 12:39:27 main:574] : INFO : Epoch 138 | loss: 2.72141e-05 | val_loss: 2.69718e-05 | Time: 6904.54 ms [2020-11-11 12:39:34 main:574] : INFO : Epoch 139 | loss: 2.72547e-05 | val_loss: 2.72891e-05 | Time: 6568.51 ms [2020-11-11 12:39:41 main:574] : INFO : Epoch 140 | loss: 2.70508e-05 | val_loss: 2.69819e-05 | Time: 6770.78 ms [2020-11-11 12:39:48 main:574] : INFO : Epoch 141 | loss: 2.67503e-05 | val_loss: 2.72637e-05 | Time: 6772.12 ms [2020-11-11 12:39:55 main:574] : INFO : Epoch 142 | loss: 2.69736e-05 | val_loss: 2.64145e-05 | Time: 6876.81 ms [2020-11-11 12:40:01 main:574] : INFO : Epoch 143 | loss: 2.6564e-05 | val_loss: 2.68448e-05 | Time: 6762.27 ms [2020-11-11 12:40:08 main:574] : INFO : Epoch 144 | loss: 2.63389e-05 | val_loss: 2.63962e-05 | Time: 6737.5 ms [2020-11-11 12:40:15 main:574] : INFO : Epoch 145 | loss: 2.61952e-05 | val_loss: 2.62398e-05 | Time: 6814.25 ms [2020-11-11 12:40:22 main:574] : INFO : Epoch 146 | loss: 2.58745e-05 | val_loss: 2.59531e-05 | Time: 6879.84 ms [2020-11-11 12:40:29 main:574] : INFO : Epoch 147 | loss: 2.58871e-05 | val_loss: 2.64781e-05 | Time: 6892.41 ms [2020-11-11 12:40:36 main:574] : INFO : Epoch 148 | loss: 2.59032e-05 | val_loss: 2.63127e-05 | Time: 6665.72 ms [2020-11-11 12:40:42 main:574] : INFO : Epoch 149 | loss: 2.55202e-05 | val_loss: 2.57732e-05 | Time: 6759.38 ms [2020-11-11 12:40:49 main:574] : INFO : Epoch 150 | loss: 2.53894e-05 | val_loss: 2.56118e-05 | Time: 6818.76 ms [2020-11-11 12:40:56 main:574] : INFO : Epoch 151 | loss: 2.54145e-05 | val_loss: 2.62948e-05 | Time: 6873.35 ms [2020-11-11 12:41:03 main:574] : INFO : Epoch 152 | loss: 2.50618e-05 | val_loss: 2.61609e-05 | Time: 6779.32 ms [2020-11-11 12:41:10 main:574] : INFO : Epoch 153 | loss: 2.51417e-05 | val_loss: 2.541e-05 | Time: 6952.38 ms [2020-11-11 12:41:17 main:574] : INFO : Epoch 154 | loss: 2.46717e-05 | val_loss: 2.43731e-05 | Time: 6801.32 ms [2020-11-11 12:41:24 main:574] : INFO : Epoch 155 | loss: 2.45378e-05 | val_loss: 2.46569e-05 | Time: 6781.55 ms [2020-11-11 12:41:31 main:574] : INFO : Epoch 156 | loss: 2.442e-05 | val_loss: 2.43446e-05 | Time: 6743.03 ms [2020-11-11 12:41:37 main:574] : INFO : Epoch 157 | loss: 2.43358e-05 | val_loss: 2.40893e-05 | Time: 6788.12 ms [2020-11-11 12:41:44 main:574] : INFO : Epoch 158 | loss: 2.48456e-05 | val_loss: 2.49578e-05 | Time: 6611.45 ms [2020-11-11 12:41:51 main:574] : INFO : Epoch 159 | loss: 2.40435e-05 | val_loss: 2.45513e-05 | Time: 6471.28 ms [2020-11-11 12:41:57 main:574] : INFO : Epoch 160 | loss: 2.38949e-05 | val_loss: 2.37258e-05 | Time: 6762.37 ms [2020-11-11 12:42:04 main:574] : INFO : Epoch 161 | loss: 2.3739e-05 | val_loss: 2.37623e-05 | Time: 6582.6 ms [2020-11-11 12:42:11 main:574] : INFO : Epoch 162 | loss: 2.36734e-05 | val_loss: 2.38207e-05 | Time: 6667.73 ms [2020-11-11 12:42:18 main:574] : INFO : Epoch 163 | loss: 2.38452e-05 | val_loss: 2.33698e-05 | Time: 6959.96 ms [2020-11-11 12:42:25 main:574] : INFO : Epoch 164 | loss: 2.32856e-05 | val_loss: 2.29991e-05 | Time: 6844.12 ms [2020-11-11 12:42:32 main:574] : INFO : Epoch 165 | loss: 2.32933e-05 | val_loss: 2.32215e-05 | Time: 6850.97 ms [2020-11-11 12:42:39 main:574] : INFO : Epoch 166 | loss: 2.30293e-05 | val_loss: 2.33547e-05 | Time: 6955.86 ms [2020-11-11 12:42:45 main:574] : INFO : Epoch 167 | loss: 2.31816e-05 | val_loss: 2.38958e-05 | Time: 6849.19 ms [2020-11-11 12:42:53 main:574] : INFO : Epoch 168 | loss: 2.27751e-05 | val_loss: 2.26826e-05 | Time: 7000.26 ms [2020-11-11 12:42:59 main:574] : INFO : Epoch 169 | loss: 2.28172e-05 | val_loss: 2.35727e-05 | Time: 6853.43 ms [2020-11-11 12:43:06 main:574] : INFO : Epoch 170 | loss: 2.28115e-05 | val_loss: 2.26092e-05 | Time: 6624.53 ms [2020-11-11 12:43:13 main:574] : INFO : Epoch 171 | loss: 2.2634e-05 | val_loss: 2.24132e-05 | Time: 6829.15 ms [2020-11-11 12:43:20 main:574] : INFO : Epoch 172 | loss: 2.23659e-05 | val_loss: 2.24198e-05 | Time: 6687.73 ms [2020-11-11 12:43:27 main:574] : INFO : Epoch 173 | loss: 2.25499e-05 | val_loss: 2.26024e-05 | Time: 6945.24 ms [2020-11-11 12:43:34 main:574] : INFO : Epoch 174 | loss: 2.22044e-05 | val_loss: 2.19378e-05 | Time: 6789.88 ms [2020-11-11 12:43:40 main:574] : INFO : Epoch 175 | loss: 2.21235e-05 | val_loss: 2.18256e-05 | Time: 6775.54 ms [2020-11-11 12:43:47 main:574] : INFO : Epoch 176 | loss: 2.19445e-05 | val_loss: 2.20469e-05 | Time: 6724.05 ms [2020-11-11 12:43:54 main:574] : INFO : Epoch 177 | loss: 2.19673e-05 | val_loss: 2.19671e-05 | Time: 7047.3 ms [2020-11-11 12:44:01 main:574] : INFO : Epoch 178 | loss: 2.15121e-05 | val_loss: 2.19097e-05 | Time: 6820.6 ms [2020-11-11 12:44:08 main:574] : INFO : Epoch 179 | loss: 2.16738e-05 | val_loss: 2.18032e-05 | Time: 6708.2 ms [2020-11-11 12:44:15 main:574] : INFO : Epoch 180 | loss: 2.1538e-05 | val_loss: 2.20636e-05 | Time: 6725.41 ms [2020-11-11 12:44:22 main:574] : INFO : Epoch 181 | loss: 2.13446e-05 | val_loss: 2.15631e-05 | Time: 6867.73 ms [2020-11-11 12:44:28 main:574] : INFO : Epoch 182 | loss: 2.1266e-05 | val_loss: 2.1302e-05 | Time: 6805.29 ms [2020-11-11 12:44:35 main:574] : INFO : Epoch 183 | loss: 2.13468e-05 | val_loss: 2.10811e-05 | Time: 6708.95 ms [2020-11-11 12:44:42 main:574] : INFO : Epoch 184 | loss: 2.10205e-05 | val_loss: 2.25505e-05 | Time: 6929.65 ms [2020-11-11 12:44:49 main:574] : INFO : Epoch 185 | loss: 2.13708e-05 | val_loss: 2.15997e-05 | Time: 7256.81 ms [2020-11-11 12:44:56 main:574] : INFO : Epoch 186 | loss: 2.09897e-05 | val_loss: 2.10075e-05 | Time: 6679.23 ms [2020-11-11 12:45:03 main:574] : INFO : Epoch 187 | loss: 2.07632e-05 | val_loss: 2.05395e-05 | Time: 6691.23 ms [2020-11-11 12:45:10 main:574] : INFO : Epoch 188 | loss: 2.05725e-05 | val_loss: 2.06332e-05 | Time: 6810.49 ms [2020-11-11 12:45:16 main:574] : INFO : Epoch 189 | loss: 2.04468e-05 | val_loss: 2.15518e-05 | Time: 6438.31 ms [2020-11-11 12:45:23 main:574] : INFO : Epoch 190 | loss: 2.06238e-05 | val_loss: 2.07763e-05 | Time: 6615.73 ms [2020-11-11 12:45:30 main:574] : INFO : Epoch 191 | loss: 2.04993e-05 | val_loss: 2.1349e-05 | Time: 6824.45 ms [2020-11-11 12:45:37 main:574] : INFO : Epoch 192 | loss: 2.03084e-05 | val_loss: 1.98411e-05 | Time: 6618.05 ms [2020-11-11 12:45:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 1.98411e-05 [2020-11-11 12:45:37 main:603] : INFO : Saving end state to config to file [2020-11-11 12:45:37 main:608] : INFO : Success, exiting.. 12:45:37 (10492): 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)