Task 2819156
| Name | rand_automata_0010-1604983838-9999-1_0 |
| Workunit | 1270635 |
| Created | 10 Nov 2020, 18:40:13 UTC |
| Sent | 10 Nov 2020, 18:40:27 UTC |
| Report deadline | 17 Nov 2020, 18:40:27 UTC |
| Received | 10 Nov 2020, 19:43:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 22 min 31 sec |
| CPU time | 21 min 59 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) [2020-11-10 20:20:57 main:435] : INFO : Set logging level to 1 [2020-11-10 20:20:57 main:441] : INFO : Running in BOINC Client mode [2020-11-10 20:20:57 main:444] : INFO : Resolving all filenames [2020-11-10 20:20:58 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 (exists = 1) [2020-11-10 20:20:58 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1604983838-9999-1_0_r1173963870_1 (exists = 0) [2020-11-10 20:20:58 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1604983838-9999-1_0_r1173963870_0 (exists = 0) [2020-11-10 20:20:58 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1604983838-9999-1 (exists = 1) [2020-11-10 20:20:58 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-10 20:20:58 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 [2020-11-10 20:20:58 main:474] : INFO : Configuration: [2020-11-10 20:20:58 main:475] : INFO : Model type: LSTM [2020-11-10 20:20:58 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-10 20:20:58 main:477] : INFO : Max Epochs: 192 [2020-11-10 20:20:58 main:478] : INFO : Batch Size: 32 [2020-11-10 20:20:58 main:479] : INFO : Learning Rate: 0.001 [2020-11-10 20:20:58 main:480] : INFO : Patience: 10 [2020-11-10 20:20:58 main:481] : INFO : Hidden Width: 64 [2020-11-10 20:20:58 main:482] : INFO : # Recurrent Layers: 4 [2020-11-10 20:20:58 main:483] : INFO : # Backend Layers: 2 [2020-11-10 20:20:58 main:484] : INFO : # Threads: 1 [2020-11-10 20:20:58 main:486] : INFO : Preparing Dataset [2020-11-10 20:20:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-10 20:20:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-10 20:21:01 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-10 20:21:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-10 20:21:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-10 20:21:01 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-10 20:21:01 main:494] : INFO : Creating Model [2020-11-10 20:21:01 main:507] : INFO : Preparing config file [2020-11-10 20:21:01 main:519] : INFO : Creating new config file [2020-11-10 20:21:01 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-10 20:21:03 main:559] : INFO : Loading DataLoader into Memory [2020-11-10 20:21:03 main:562] : INFO : Starting Training [2020-11-10 20:21:09 main:574] : INFO : Epoch 1 | loss: 0.000183908 | val_loss: 0.000164455 | Time: 6523.07 ms [2020-11-10 20:21:16 main:574] : INFO : Epoch 2 | loss: 0.00016205 | val_loss: 0.000165519 | Time: 6376.83 ms [2020-11-10 20:21:22 main:574] : INFO : Epoch 3 | loss: 0.000161341 | val_loss: 0.000164565 | Time: 6155.54 ms [2020-11-10 20:21:28 main:574] : INFO : Epoch 4 | loss: 0.000159719 | val_loss: 0.000162759 | Time: 6261.56 ms [2020-11-10 20:21:35 main:574] : INFO : Epoch 5 | loss: 0.000158446 | val_loss: 0.000159954 | Time: 6548.19 ms [2020-11-10 20:21:41 main:574] : INFO : Epoch 6 | loss: 0.000156077 | val_loss: 0.000158997 | Time: 6280.54 ms [2020-11-10 20:21:47 main:574] : INFO : Epoch 7 | loss: 0.000153908 | val_loss: 0.000156051 | Time: 6127.9 ms [2020-11-10 20:21:54 main:574] : INFO : Epoch 8 | loss: 0.000151754 | val_loss: 0.000153935 | Time: 6330.01 ms [2020-11-10 20:22:00 main:574] : INFO : Epoch 9 | loss: 0.000149497 | val_loss: 0.000151854 | Time: 6246.57 ms [2020-11-10 20:22:06 main:574] : INFO : Epoch 10 | loss: 0.000147553 | val_loss: 0.00015137 | Time: 6384.47 ms [2020-11-10 20:22:13 main:574] : INFO : Epoch 11 | loss: 0.000145843 | val_loss: 0.000149662 | Time: 6053.71 ms [2020-11-10 20:22:19 main:574] : INFO : Epoch 12 | loss: 0.00014443 | val_loss: 0.000147364 | Time: 6023.42 ms [2020-11-10 20:22:25 main:574] : INFO : Epoch 13 | loss: 0.000142652 | val_loss: 0.000144812 | Time: 6240.84 ms [2020-11-10 20:22:31 main:574] : INFO : Epoch 14 | loss: 0.000140187 | val_loss: 0.000144283 | Time: 6282.17 ms [2020-11-10 20:22:38 main:574] : INFO : Epoch 15 | loss: 0.000138163 | val_loss: 0.000140828 | Time: 6208.27 ms [2020-11-10 20:22:44 main:574] : INFO : Epoch 16 | loss: 0.000137001 | val_loss: 0.000141037 | Time: 6152.62 ms [2020-11-10 20:22:50 main:574] : INFO : Epoch 17 | loss: 0.000135879 | val_loss: 0.000139096 | Time: 6213.66 ms [2020-11-10 20:22:56 main:574] : INFO : Epoch 18 | loss: 0.000133937 | val_loss: 0.000136601 | Time: 6475.93 ms [2020-11-10 20:23:03 main:574] : INFO : Epoch 19 | loss: 0.000131964 | val_loss: 0.00013431 | Time: 6064.44 ms [2020-11-10 20:23:09 main:574] : INFO : Epoch 20 | loss: 0.000130181 | val_loss: 0.000131627 | Time: 6120.46 ms [2020-11-10 20:23:15 main:574] : INFO : Epoch 21 | loss: 0.000128621 | val_loss: 0.000131567 | Time: 6169.7 ms [2020-11-10 20:23:21 main:574] : INFO : Epoch 22 | loss: 0.000127371 | val_loss: 0.000129026 | Time: 6123.72 ms [2020-11-10 20:23:27 main:574] : INFO : Epoch 23 | loss: 0.000125943 | val_loss: 0.000127996 | Time: 6161.3 ms [2020-11-10 20:23:33 main:574] : INFO : Epoch 24 | loss: 0.000124325 | val_loss: 0.000126304 | Time: 6014.3 ms [2020-11-10 20:23:40 main:574] : INFO : Epoch 25 | loss: 0.000123124 | val_loss: 0.000124965 | Time: 6080.41 ms [2020-11-10 20:23:46 main:574] : INFO : Epoch 26 | loss: 0.000121551 | val_loss: 0.000123466 | Time: 6471.98 ms [2020-11-10 20:23:52 main:574] : INFO : Epoch 27 | loss: 0.000120337 | val_loss: 0.000123383 | Time: 6163.07 ms [2020-11-10 20:23:59 main:574] : INFO : Epoch 28 | loss: 0.000118874 | val_loss: 0.000120462 | Time: 6190.31 ms [2020-11-10 20:24:05 main:574] : INFO : Epoch 29 | loss: 0.000117332 | val_loss: 0.000119907 | Time: 6097.47 ms [2020-11-10 20:24:11 main:574] : INFO : Epoch 30 | loss: 0.000116163 | val_loss: 0.000119382 | Time: 6233.81 ms [2020-11-10 20:24:17 main:574] : INFO : Epoch 31 | loss: 0.000115137 | val_loss: 0.000117011 | Time: 5991.58 ms [2020-11-10 20:24:23 main:574] : INFO : Epoch 32 | loss: 0.000114364 | val_loss: 0.000116668 | Time: 6121 ms [2020-11-10 20:24:29 main:574] : INFO : Epoch 33 | loss: 0.000113441 | val_loss: 0.000114849 | Time: 6190.01 ms [2020-11-10 20:24:35 main:574] : INFO : Epoch 34 | loss: 0.000111394 | val_loss: 0.0001137 | Time: 5980.53 ms [2020-11-10 20:24:42 main:574] : INFO : Epoch 35 | loss: 0.000110633 | val_loss: 0.000113469 | Time: 5983.83 ms [2020-11-10 20:24:48 main:574] : INFO : Epoch 36 | loss: 0.000109241 | val_loss: 0.000110647 | Time: 6236.21 ms [2020-11-10 20:24:54 main:574] : INFO : Epoch 37 | loss: 0.000108124 | val_loss: 0.000110902 | Time: 5988.47 ms [2020-11-10 20:25:00 main:574] : INFO : Epoch 38 | loss: 0.000107064 | val_loss: 0.000108988 | Time: 6221.05 ms [2020-11-10 20:25:06 main:574] : INFO : Epoch 39 | loss: 0.000106067 | val_loss: 0.000107622 | Time: 6039.39 ms [2020-11-10 20:25:12 main:574] : INFO : Epoch 40 | loss: 0.000104873 | val_loss: 0.000106403 | Time: 6053.42 ms [2020-11-10 20:25:18 main:574] : INFO : Epoch 41 | loss: 0.000104087 | val_loss: 0.000107606 | Time: 5952.87 ms [2020-11-10 20:25:25 main:574] : INFO : Epoch 42 | loss: 0.000103073 | val_loss: 0.000104343 | Time: 6393.68 ms [2020-11-10 20:25:31 main:574] : INFO : Epoch 43 | loss: 0.000102177 | val_loss: 0.000105269 | Time: 5986.49 ms [2020-11-10 20:25:37 main:574] : INFO : Epoch 44 | loss: 0.000101824 | val_loss: 0.000104437 | Time: 6303.09 ms [2020-11-10 20:25:43 main:574] : INFO : Epoch 45 | loss: 0.000100509 | val_loss: 0.000102804 | Time: 6279.01 ms [2020-11-10 20:25:50 main:574] : INFO : Epoch 46 | loss: 9.92384e-05 | val_loss: 0.000101182 | Time: 6299.38 ms [2020-11-10 20:25:56 main:574] : INFO : Epoch 47 | loss: 9.87185e-05 | val_loss: 0.000101039 | Time: 6307.06 ms [2020-11-10 20:26:02 main:574] : INFO : Epoch 48 | loss: 9.75031e-05 | val_loss: 9.99212e-05 | Time: 6231.53 ms [2020-11-10 20:26:09 main:574] : INFO : Epoch 49 | loss: 9.69773e-05 | val_loss: 9.97737e-05 | Time: 6479.92 ms [2020-11-10 20:26:16 main:574] : INFO : Epoch 50 | loss: 9.59011e-05 | val_loss: 9.8143e-05 | Time: 7139.54 ms [2020-11-10 20:26:23 main:574] : INFO : Epoch 51 | loss: 9.54988e-05 | val_loss: 9.72478e-05 | Time: 7145.03 ms [2020-11-10 20:26:31 main:574] : INFO : Epoch 52 | loss: 9.40542e-05 | val_loss: 9.70612e-05 | Time: 7038.07 ms [2020-11-10 20:26:38 main:574] : INFO : Epoch 53 | loss: 9.33812e-05 | val_loss: 9.53933e-05 | Time: 6994.32 ms [2020-11-10 20:26:45 main:574] : INFO : Epoch 54 | loss: 9.22619e-05 | val_loss: 9.47363e-05 | Time: 7075.25 ms [2020-11-10 20:26:52 main:574] : INFO : Epoch 55 | loss: 9.19003e-05 | val_loss: 9.4727e-05 | Time: 7384.4 ms [2020-11-10 20:26:59 main:574] : INFO : Epoch 56 | loss: 9.1102e-05 | val_loss: 9.28721e-05 | Time: 7111.54 ms [2020-11-10 20:27:06 main:574] : INFO : Epoch 57 | loss: 9.06072e-05 | val_loss: 9.47438e-05 | Time: 7095.95 ms [2020-11-10 20:27:13 main:574] : INFO : Epoch 58 | loss: 8.99716e-05 | val_loss: 9.18988e-05 | Time: 6813.68 ms [2020-11-10 20:27:20 main:574] : INFO : Epoch 59 | loss: 8.88153e-05 | val_loss: 9.09739e-05 | Time: 6829.68 ms [2020-11-10 20:27:27 main:574] : INFO : Epoch 60 | loss: 8.83097e-05 | val_loss: 9.07626e-05 | Time: 6936.08 ms [2020-11-10 20:27:34 main:574] : INFO : Epoch 61 | loss: 8.78002e-05 | val_loss: 8.92235e-05 | Time: 7143.25 ms [2020-11-10 20:27:42 main:574] : INFO : Epoch 62 | loss: 8.66499e-05 | val_loss: 8.99121e-05 | Time: 7207.99 ms [2020-11-10 20:27:49 main:574] : INFO : Epoch 63 | loss: 8.65423e-05 | val_loss: 8.78689e-05 | Time: 7216.66 ms [2020-11-10 20:27:56 main:574] : INFO : Epoch 64 | loss: 8.54808e-05 | val_loss: 8.79464e-05 | Time: 7008.6 ms [2020-11-10 20:28:03 main:574] : INFO : Epoch 65 | loss: 8.46458e-05 | val_loss: 8.58894e-05 | Time: 7253.77 ms [2020-11-10 20:28:10 main:574] : INFO : Epoch 66 | loss: 8.46437e-05 | val_loss: 8.59995e-05 | Time: 7116.32 ms [2020-11-10 20:28:18 main:574] : INFO : Epoch 67 | loss: 8.35453e-05 | val_loss: 8.53669e-05 | Time: 7169.96 ms [2020-11-10 20:28:24 main:574] : INFO : Epoch 68 | loss: 8.24893e-05 | val_loss: 8.47699e-05 | Time: 6855.77 ms [2020-11-10 20:28:32 main:574] : INFO : Epoch 69 | loss: 8.21301e-05 | val_loss: 8.51516e-05 | Time: 7322.42 ms [2020-11-10 20:28:39 main:574] : INFO : Epoch 70 | loss: 8.15205e-05 | val_loss: 8.43151e-05 | Time: 7041.77 ms [2020-11-10 20:28:46 main:574] : INFO : Epoch 71 | loss: 8.14015e-05 | val_loss: 8.37612e-05 | Time: 6886.63 ms [2020-11-10 20:28:53 main:574] : INFO : Epoch 72 | loss: 8.062e-05 | val_loss: 8.21463e-05 | Time: 7195.36 ms [2020-11-10 20:29:00 main:574] : INFO : Epoch 73 | loss: 7.97204e-05 | val_loss: 8.32281e-05 | Time: 7146.51 ms [2020-11-10 20:29:07 main:574] : INFO : Epoch 74 | loss: 7.91359e-05 | val_loss: 8.07356e-05 | Time: 6895.31 ms [2020-11-10 20:29:14 main:574] : INFO : Epoch 75 | loss: 7.86563e-05 | val_loss: 8.07842e-05 | Time: 6876.6 ms [2020-11-10 20:29:21 main:574] : INFO : Epoch 76 | loss: 7.86072e-05 | val_loss: 8.05604e-05 | Time: 7224.29 ms [2020-11-10 20:29:28 main:574] : INFO : Epoch 77 | loss: 7.76758e-05 | val_loss: 7.90172e-05 | Time: 6786.34 ms [2020-11-10 20:29:35 main:574] : INFO : Epoch 78 | loss: 7.76114e-05 | val_loss: 7.86845e-05 | Time: 6853.83 ms [2020-11-10 20:29:43 main:574] : INFO : Epoch 79 | loss: 7.61913e-05 | val_loss: 7.82447e-05 | Time: 7494.22 ms [2020-11-10 20:29:50 main:574] : INFO : Epoch 80 | loss: 7.63121e-05 | val_loss: 7.86067e-05 | Time: 7245.95 ms [2020-11-10 20:29:57 main:574] : INFO : Epoch 81 | loss: 7.5298e-05 | val_loss: 7.74859e-05 | Time: 7254.95 ms [2020-11-10 20:30:04 main:574] : INFO : Epoch 82 | loss: 7.50881e-05 | val_loss: 7.69175e-05 | Time: 7052.99 ms [2020-11-10 20:30:11 main:574] : INFO : Epoch 83 | loss: 7.46297e-05 | val_loss: 7.68407e-05 | Time: 6861.49 ms [2020-11-10 20:30:18 main:574] : INFO : Epoch 84 | loss: 7.41406e-05 | val_loss: 7.74029e-05 | Time: 7082.88 ms [2020-11-10 20:30:26 main:574] : INFO : Epoch 85 | loss: 7.34357e-05 | val_loss: 7.58156e-05 | Time: 7419.88 ms [2020-11-10 20:30:33 main:574] : INFO : Epoch 86 | loss: 7.27862e-05 | val_loss: 7.47197e-05 | Time: 7310.98 ms [2020-11-10 20:30:41 main:574] : INFO : Epoch 87 | loss: 7.27602e-05 | val_loss: 7.49521e-05 | Time: 7180.7 ms [2020-11-10 20:30:48 main:574] : INFO : Epoch 88 | loss: 7.21029e-05 | val_loss: 7.41889e-05 | Time: 6968.95 ms [2020-11-10 20:30:55 main:574] : INFO : Epoch 89 | loss: 7.16178e-05 | val_loss: 7.36989e-05 | Time: 7157.74 ms [2020-11-10 20:31:02 main:574] : INFO : Epoch 90 | loss: 7.11006e-05 | val_loss: 7.30013e-05 | Time: 7077.81 ms [2020-11-10 20:31:09 main:574] : INFO : Epoch 91 | loss: 7.09818e-05 | val_loss: 7.28058e-05 | Time: 7100.95 ms [2020-11-10 20:31:17 main:574] : INFO : Epoch 92 | loss: 7.04451e-05 | val_loss: 7.3632e-05 | Time: 7435.95 ms [2020-11-10 20:31:24 main:574] : INFO : Epoch 93 | loss: 6.99487e-05 | val_loss: 7.31954e-05 | Time: 7165.23 ms [2020-11-10 20:31:31 main:574] : INFO : Epoch 94 | loss: 6.92237e-05 | val_loss: 7.18176e-05 | Time: 7277.01 ms [2020-11-10 20:31:38 main:574] : INFO : Epoch 95 | loss: 6.91997e-05 | val_loss: 7.0131e-05 | Time: 7217.62 ms [2020-11-10 20:31:46 main:574] : INFO : Epoch 96 | loss: 6.87117e-05 | val_loss: 6.99466e-05 | Time: 7172.48 ms [2020-11-10 20:31:53 main:574] : INFO : Epoch 97 | loss: 6.82619e-05 | val_loss: 7.02172e-05 | Time: 7265.65 ms [2020-11-10 20:32:00 main:574] : INFO : Epoch 98 | loss: 6.79719e-05 | val_loss: 6.98295e-05 | Time: 7147.95 ms [2020-11-10 20:32:07 main:574] : INFO : Epoch 99 | loss: 6.74338e-05 | val_loss: 6.88555e-05 | Time: 6837.46 ms [2020-11-10 20:32:14 main:574] : INFO : Epoch 100 | loss: 6.70685e-05 | val_loss: 6.94193e-05 | Time: 7330.5 ms [2020-11-10 20:32:22 main:574] : INFO : Epoch 101 | loss: 6.63229e-05 | val_loss: 6.87752e-05 | Time: 7531.38 ms [2020-11-10 20:32:29 main:574] : INFO : Epoch 102 | loss: 6.60212e-05 | val_loss: 6.89839e-05 | Time: 6994.18 ms [2020-11-10 20:32:36 main:574] : INFO : Epoch 103 | loss: 6.57994e-05 | val_loss: 6.76041e-05 | Time: 6975.42 ms [2020-11-10 20:32:43 main:574] : INFO : Epoch 104 | loss: 6.53941e-05 | val_loss: 6.67784e-05 | Time: 7283.43 ms [2020-11-10 20:32:51 main:574] : INFO : Epoch 105 | loss: 6.5046e-05 | val_loss: 6.68047e-05 | Time: 7160.18 ms [2020-11-10 20:32:58 main:574] : INFO : Epoch 106 | loss: 6.50081e-05 | val_loss: 6.69738e-05 | Time: 7299.7 ms [2020-11-10 20:33:04 main:574] : INFO : Epoch 107 | loss: 6.41363e-05 | val_loss: 6.58737e-05 | Time: 6468.08 ms [2020-11-10 20:33:12 main:574] : INFO : Epoch 108 | loss: 6.37418e-05 | val_loss: 6.6951e-05 | Time: 7324.4 ms [2020-11-10 20:33:19 main:574] : INFO : Epoch 109 | loss: 6.34077e-05 | val_loss: 6.58246e-05 | Time: 7167.69 ms [2020-11-10 20:33:26 main:574] : INFO : Epoch 110 | loss: 6.32153e-05 | val_loss: 6.51495e-05 | Time: 6959.59 ms [2020-11-10 20:33:34 main:574] : INFO : Epoch 111 | loss: 6.28586e-05 | val_loss: 6.50816e-05 | Time: 7345.39 ms [2020-11-10 20:33:41 main:574] : INFO : Epoch 112 | loss: 6.2355e-05 | val_loss: 6.33288e-05 | Time: 7244.56 ms [2020-11-10 20:33:48 main:574] : INFO : Epoch 113 | loss: 6.22025e-05 | val_loss: 6.44146e-05 | Time: 7556.61 ms [2020-11-10 20:33:56 main:574] : INFO : Epoch 114 | loss: 6.18188e-05 | val_loss: 6.29161e-05 | Time: 7195.2 ms [2020-11-10 20:34:03 main:574] : INFO : Epoch 115 | loss: 6.15257e-05 | val_loss: 6.3956e-05 | Time: 7462.7 ms [2020-11-10 20:34:10 main:574] : INFO : Epoch 116 | loss: 6.12672e-05 | val_loss: 6.39124e-05 | Time: 7217.6 ms [2020-11-10 20:34:18 main:574] : INFO : Epoch 117 | loss: 6.06472e-05 | val_loss: 6.22804e-05 | Time: 7380.81 ms [2020-11-10 20:34:25 main:574] : INFO : Epoch 118 | loss: 6.02642e-05 | val_loss: 6.2089e-05 | Time: 6984.12 ms [2020-11-10 20:34:32 main:574] : INFO : Epoch 119 | loss: 6.02461e-05 | val_loss: 6.17769e-05 | Time: 7021.04 ms [2020-11-10 20:34:39 main:574] : INFO : Epoch 120 | loss: 5.98123e-05 | val_loss: 6.16011e-05 | Time: 7194.34 ms [2020-11-10 20:34:46 main:574] : INFO : Epoch 121 | loss: 5.95273e-05 | val_loss: 6.06102e-05 | Time: 6915.6 ms [2020-11-10 20:34:53 main:574] : INFO : Epoch 122 | loss: 5.9516e-05 | val_loss: 6.0671e-05 | Time: 6995.97 ms [2020-11-10 20:35:01 main:574] : INFO : Epoch 123 | loss: 5.91825e-05 | val_loss: 6.02252e-05 | Time: 7289.51 ms [2020-11-10 20:35:08 main:574] : INFO : Epoch 124 | loss: 5.85489e-05 | val_loss: 6.08665e-05 | Time: 7328.48 ms [2020-11-10 20:35:15 main:574] : INFO : Epoch 125 | loss: 5.80697e-05 | val_loss: 5.96916e-05 | Time: 6992.01 ms [2020-11-10 20:35:22 main:574] : INFO : Epoch 126 | loss: 5.79533e-05 | val_loss: 5.94445e-05 | Time: 7306.24 ms [2020-11-10 20:35:29 main:574] : INFO : Epoch 127 | loss: 5.77673e-05 | val_loss: 5.98046e-05 | Time: 6819.35 ms [2020-11-10 20:35:37 main:574] : INFO : Epoch 128 | loss: 5.74559e-05 | val_loss: 5.88972e-05 | Time: 7667.13 ms [2020-11-10 20:35:44 main:574] : INFO : Epoch 129 | loss: 5.68034e-05 | val_loss: 5.80854e-05 | Time: 6998.75 ms [2020-11-10 20:35:51 main:574] : INFO : Epoch 130 | loss: 5.67239e-05 | val_loss: 5.83245e-05 | Time: 6940.81 ms [2020-11-10 20:35:58 main:574] : INFO : Epoch 131 | loss: 5.65623e-05 | val_loss: 5.81647e-05 | Time: 7121.15 ms [2020-11-10 20:36:05 main:574] : INFO : Epoch 132 | loss: 5.63125e-05 | val_loss: 5.80832e-05 | Time: 7170 ms [2020-11-10 20:36:13 main:574] : INFO : Epoch 133 | loss: 5.5679e-05 | val_loss: 5.73668e-05 | Time: 7197.79 ms [2020-11-10 20:36:20 main:574] : INFO : Epoch 134 | loss: 5.57708e-05 | val_loss: 5.75183e-05 | Time: 7500.87 ms [2020-11-10 20:36:27 main:574] : INFO : Epoch 135 | loss: 5.54515e-05 | val_loss: 5.71009e-05 | Time: 7136.26 ms [2020-11-10 20:36:34 main:574] : INFO : Epoch 136 | loss: 5.52987e-05 | val_loss: 5.76288e-05 | Time: 7049.5 ms [2020-11-10 20:36:41 main:574] : INFO : Epoch 137 | loss: 5.48895e-05 | val_loss: 5.63197e-05 | Time: 6737.37 ms [2020-11-10 20:36:48 main:574] : INFO : Epoch 138 | loss: 5.46714e-05 | val_loss: 5.62125e-05 | Time: 6748.77 ms [2020-11-10 20:36:55 main:574] : INFO : Epoch 139 | loss: 5.44065e-05 | val_loss: 5.68271e-05 | Time: 6951.06 ms [2020-11-10 20:37:03 main:574] : INFO : Epoch 140 | loss: 5.40123e-05 | val_loss: 5.63565e-05 | Time: 7755.69 ms [2020-11-10 20:37:10 main:574] : INFO : Epoch 141 | loss: 5.37624e-05 | val_loss: 5.69869e-05 | Time: 6935.93 ms [2020-11-10 20:37:17 main:574] : INFO : Epoch 142 | loss: 5.36715e-05 | val_loss: 5.53604e-05 | Time: 7176 ms [2020-11-10 20:37:24 main:574] : INFO : Epoch 143 | loss: 5.30386e-05 | val_loss: 5.46453e-05 | Time: 6913.18 ms [2020-11-10 20:37:31 main:574] : INFO : Epoch 144 | loss: 5.27883e-05 | val_loss: 5.44043e-05 | Time: 7420.88 ms [2020-11-10 20:37:39 main:574] : INFO : Epoch 145 | loss: 5.28648e-05 | val_loss: 5.44677e-05 | Time: 7372.57 ms [2020-11-10 20:37:46 main:574] : INFO : Epoch 146 | loss: 5.24106e-05 | val_loss: 5.49192e-05 | Time: 7056.44 ms [2020-11-10 20:37:53 main:574] : INFO : Epoch 147 | loss: 5.219e-05 | val_loss: 5.35314e-05 | Time: 6668.45 ms [2020-11-10 20:38:00 main:574] : INFO : Epoch 148 | loss: 5.19683e-05 | val_loss: 5.35462e-05 | Time: 7242.42 ms [2020-11-10 20:38:07 main:574] : INFO : Epoch 149 | loss: 5.14439e-05 | val_loss: 5.3099e-05 | Time: 7164.42 ms [2020-11-10 20:38:14 main:574] : INFO : Epoch 150 | loss: 5.14229e-05 | val_loss: 5.33764e-05 | Time: 6992.25 ms [2020-11-10 20:38:21 main:574] : INFO : Epoch 151 | loss: 5.13807e-05 | val_loss: 5.35508e-05 | Time: 7055.62 ms [2020-11-10 20:38:29 main:574] : INFO : Epoch 152 | loss: 5.12619e-05 | val_loss: 5.28028e-05 | Time: 7167.39 ms [2020-11-10 20:38:35 main:574] : INFO : Epoch 153 | loss: 5.0876e-05 | val_loss: 5.23472e-05 | Time: 6890.89 ms [2020-11-10 20:38:43 main:574] : INFO : Epoch 154 | loss: 5.04916e-05 | val_loss: 5.22085e-05 | Time: 7276.11 ms [2020-11-10 20:38:50 main:574] : INFO : Epoch 155 | loss: 5.03737e-05 | val_loss: 5.19092e-05 | Time: 7030 ms [2020-11-10 20:38:57 main:574] : INFO : Epoch 156 | loss: 5.00032e-05 | val_loss: 5.17321e-05 | Time: 7299.97 ms [2020-11-10 20:39:04 main:574] : INFO : Epoch 157 | loss: 4.97354e-05 | val_loss: 5.21959e-05 | Time: 7019.49 ms [2020-11-10 20:39:11 main:574] : INFO : Epoch 158 | loss: 4.95083e-05 | val_loss: 5.19481e-05 | Time: 7141.21 ms [2020-11-10 20:39:19 main:574] : INFO : Epoch 159 | loss: 4.94305e-05 | val_loss: 5.15412e-05 | Time: 7263.43 ms [2020-11-10 20:39:26 main:574] : INFO : Epoch 160 | loss: 4.90948e-05 | val_loss: 5.05671e-05 | Time: 7331.31 ms [2020-11-10 20:39:33 main:574] : INFO : Epoch 161 | loss: 4.87542e-05 | val_loss: 5.17997e-05 | Time: 7287.75 ms [2020-11-10 20:39:40 main:574] : INFO : Epoch 162 | loss: 4.89828e-05 | val_loss: 5.10799e-05 | Time: 6815.89 ms [2020-11-10 20:39:47 main:574] : INFO : Epoch 163 | loss: 4.84624e-05 | val_loss: 5.0996e-05 | Time: 6702.45 ms [2020-11-10 20:39:55 main:574] : INFO : Epoch 164 | loss: 4.84284e-05 | val_loss: 5.0869e-05 | Time: 7488.06 ms [2020-11-10 20:40:02 main:574] : INFO : Epoch 165 | loss: 4.83538e-05 | val_loss: 5.01506e-05 | Time: 7025.43 ms [2020-11-10 20:40:09 main:574] : INFO : Epoch 166 | loss: 4.75923e-05 | val_loss: 4.92698e-05 | Time: 7258.75 ms [2020-11-10 20:40:16 main:574] : INFO : Epoch 167 | loss: 4.77081e-05 | val_loss: 4.84447e-05 | Time: 7021.31 ms [2020-11-10 20:40:23 main:574] : INFO : Epoch 168 | loss: 4.71783e-05 | val_loss: 4.92156e-05 | Time: 6870.54 ms [2020-11-10 20:40:30 main:574] : INFO : Epoch 169 | loss: 4.72567e-05 | val_loss: 4.91273e-05 | Time: 6897.74 ms [2020-11-10 20:40:37 main:574] : INFO : Epoch 170 | loss: 4.70253e-05 | val_loss: 4.85903e-05 | Time: 7282.87 ms [2020-11-10 20:40:44 main:574] : INFO : Epoch 171 | loss: 4.68644e-05 | val_loss: 4.9875e-05 | Time: 6693.29 ms [2020-11-10 20:40:52 main:574] : INFO : Epoch 172 | loss: 4.72327e-05 | val_loss: 4.77183e-05 | Time: 7496.4 ms [2020-11-10 20:40:59 main:574] : INFO : Epoch 173 | loss: 4.61241e-05 | val_loss: 4.77947e-05 | Time: 7273.53 ms [2020-11-10 20:41:06 main:574] : INFO : Epoch 174 | loss: 4.59949e-05 | val_loss: 4.69624e-05 | Time: 6804.02 ms [2020-11-10 20:41:13 main:574] : INFO : Epoch 175 | loss: 4.60304e-05 | val_loss: 4.78915e-05 | Time: 7355.17 ms [2020-11-10 20:41:20 main:574] : INFO : Epoch 176 | loss: 4.6007e-05 | val_loss: 4.73121e-05 | Time: 6950.22 ms [2020-11-10 20:41:27 main:574] : INFO : Epoch 177 | loss: 4.55696e-05 | val_loss: 4.72246e-05 | Time: 7051.94 ms [2020-11-10 20:41:34 main:574] : INFO : Epoch 178 | loss: 4.52003e-05 | val_loss: 4.74245e-05 | Time: 7259.99 ms [2020-11-10 20:41:42 main:574] : INFO : Epoch 179 | loss: 4.52334e-05 | val_loss: 4.71853e-05 | Time: 7000.17 ms [2020-11-10 20:41:49 main:574] : INFO : Epoch 180 | loss: 4.49123e-05 | val_loss: 4.63674e-05 | Time: 6982.58 ms [2020-11-10 20:41:56 main:574] : INFO : Epoch 181 | loss: 4.46783e-05 | val_loss: 4.65465e-05 | Time: 7467.95 ms [2020-11-10 20:42:03 main:574] : INFO : Epoch 182 | loss: 4.45159e-05 | val_loss: 4.52855e-05 | Time: 7102.13 ms [2020-11-10 20:42:10 main:574] : INFO : Epoch 183 | loss: 4.44887e-05 | val_loss: 4.69662e-05 | Time: 6931.42 ms [2020-11-10 20:42:17 main:574] : INFO : Epoch 184 | loss: 4.44273e-05 | val_loss: 4.61165e-05 | Time: 7090.9 ms [2020-11-10 20:42:24 main:574] : INFO : Epoch 185 | loss: 4.40306e-05 | val_loss: 4.57073e-05 | Time: 6996.49 ms [2020-11-10 20:42:31 main:574] : INFO : Epoch 186 | loss: 4.41533e-05 | val_loss: 4.5566e-05 | Time: 6646.96 ms [2020-11-10 20:42:38 main:574] : INFO : Epoch 187 | loss: 4.35016e-05 | val_loss: 4.59644e-05 | Time: 7223.27 ms [2020-11-10 20:42:46 main:574] : INFO : Epoch 188 | loss: 4.35427e-05 | val_loss: 4.58454e-05 | Time: 7168.11 ms [2020-11-10 20:42:53 main:574] : INFO : Epoch 189 | loss: 4.36086e-05 | val_loss: 4.58829e-05 | Time: 7178.92 ms [2020-11-10 20:43:00 main:574] : INFO : Epoch 190 | loss: 4.34077e-05 | val_loss: 4.47435e-05 | Time: 7135.11 ms [2020-11-10 20:43:07 main:574] : INFO : Epoch 191 | loss: 4.29627e-05 | val_loss: 4.46407e-05 | Time: 6948.12 ms [2020-11-10 20:43:14 main:574] : INFO : Epoch 192 | loss: 4.29002e-05 | val_loss: 4.43953e-05 | Time: 7086.59 ms [2020-11-10 20:43:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.43953e-05 [2020-11-10 20:43:14 main:603] : INFO : Saving end state to config to file [2020-11-10 20:43:14 main:608] : INFO : Success, exiting.. 20:43:14 (18664): 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)