Task 2830976
| Name | rand_automata_0065-1604984760-31019-1_2 |
| Workunit | 1275754 |
| Created | 11 Nov 2020, 5:55:01 UTC |
| Sent | 11 Nov 2020, 5:55:31 UTC |
| Report deadline | 18 Nov 2020, 5:55:31 UTC |
| Received | 11 Nov 2020, 13:10:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 20 min 14 sec |
| CPU time | 19 min 32 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 13:49:34 main:435] : INFO : Set logging level to 1 [2020-11-11 13:49:34 main:441] : INFO : Running in BOINC Client mode [2020-11-11 13:49:34 main:444] : INFO : Resolving all filenames [2020-11-11 13:49:34 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0065-train-val-dataset.hdf5 (exists = 1) [2020-11-11 13:49:34 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0065-1604984760-31019-1_2_r264346746_1 (exists = 0) [2020-11-11 13:49:35 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0065-1604984760-31019-1_2_r264346746_0 (exists = 0) [2020-11-11 13:49:35 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0065-1604984760-31019-1 (exists = 1) [2020-11-11 13:49:35 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 13:49:35 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0065-train-val-dataset.hdf5 [2020-11-11 13:49:35 main:474] : INFO : Configuration: [2020-11-11 13:49:35 main:475] : INFO : Model type: LSTM [2020-11-11 13:49:35 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 13:49:35 main:477] : INFO : Max Epochs: 192 [2020-11-11 13:49:35 main:478] : INFO : Batch Size: 32 [2020-11-11 13:49:35 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 13:49:35 main:480] : INFO : Patience: 10 [2020-11-11 13:49:35 main:481] : INFO : Hidden Width: 64 [2020-11-11 13:49:35 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 13:49:35 main:483] : INFO : # Backend Layers: 2 [2020-11-11 13:49:35 main:484] : INFO : # Threads: 1 [2020-11-11 13:49:35 main:486] : INFO : Preparing Dataset [2020-11-11 13:49:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0065-train-val-dataset.hdf5 into memory [2020-11-11 13:49:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0065-train-val-dataset.hdf5 into memory [2020-11-11 13:49:38 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 13:49:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0065-train-val-dataset.hdf5 into memory [2020-11-11 13:49:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0065-train-val-dataset.hdf5 into memory [2020-11-11 13:49:39 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 13:49:39 main:494] : INFO : Creating Model [2020-11-11 13:49:39 main:507] : INFO : Preparing config file [2020-11-11 13:49:39 main:519] : INFO : Creating new config file [2020-11-11 13:49:39 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 13:49:40 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 13:49:40 main:562] : INFO : Starting Training [2020-11-11 13:49:47 main:574] : INFO : Epoch 1 | loss: 0.000121425 | val_loss: 0.000100295 | Time: 6802.5 ms [2020-11-11 13:49:53 main:574] : INFO : Epoch 2 | loss: 9.80257e-05 | val_loss: 9.90135e-05 | Time: 6397.6 ms [2020-11-11 13:50:00 main:574] : INFO : Epoch 3 | loss: 9.73413e-05 | val_loss: 9.84008e-05 | Time: 6307.94 ms [2020-11-11 13:50:07 main:574] : INFO : Epoch 4 | loss: 9.57297e-05 | val_loss: 9.64474e-05 | Time: 6817.31 ms [2020-11-11 13:50:13 main:574] : INFO : Epoch 5 | loss: 9.38948e-05 | val_loss: 9.32388e-05 | Time: 6264.25 ms [2020-11-11 13:50:19 main:574] : INFO : Epoch 6 | loss: 9.16674e-05 | val_loss: 9.17866e-05 | Time: 6359.48 ms [2020-11-11 13:50:26 main:574] : INFO : Epoch 7 | loss: 8.97693e-05 | val_loss: 8.95749e-05 | Time: 6358.57 ms [2020-11-11 13:50:32 main:574] : INFO : Epoch 8 | loss: 8.77716e-05 | val_loss: 8.93384e-05 | Time: 6321.37 ms [2020-11-11 13:50:39 main:574] : INFO : Epoch 9 | loss: 8.58437e-05 | val_loss: 8.63698e-05 | Time: 6167.23 ms [2020-11-11 13:50:45 main:574] : INFO : Epoch 10 | loss: 8.42643e-05 | val_loss: 8.37115e-05 | Time: 6140.94 ms [2020-11-11 13:50:51 main:574] : INFO : Epoch 11 | loss: 8.22914e-05 | val_loss: 8.27424e-05 | Time: 6439.39 ms [2020-11-11 13:50:58 main:574] : INFO : Epoch 12 | loss: 8.04633e-05 | val_loss: 8.05226e-05 | Time: 6294.35 ms [2020-11-11 13:51:04 main:574] : INFO : Epoch 13 | loss: 7.86502e-05 | val_loss: 7.88652e-05 | Time: 6070.49 ms [2020-11-11 13:51:10 main:574] : INFO : Epoch 14 | loss: 7.68823e-05 | val_loss: 7.7161e-05 | Time: 6231.79 ms [2020-11-11 13:51:16 main:574] : INFO : Epoch 15 | loss: 7.52481e-05 | val_loss: 7.60167e-05 | Time: 6182.71 ms [2020-11-11 13:51:22 main:574] : INFO : Epoch 16 | loss: 7.42157e-05 | val_loss: 7.39852e-05 | Time: 6100.39 ms [2020-11-11 13:51:29 main:574] : INFO : Epoch 17 | loss: 7.28968e-05 | val_loss: 7.36199e-05 | Time: 6242.37 ms [2020-11-11 13:51:35 main:574] : INFO : Epoch 18 | loss: 7.1468e-05 | val_loss: 7.19765e-05 | Time: 6214.53 ms [2020-11-11 13:51:41 main:574] : INFO : Epoch 19 | loss: 6.97737e-05 | val_loss: 7.0351e-05 | Time: 6396.5 ms [2020-11-11 13:51:48 main:574] : INFO : Epoch 20 | loss: 6.84774e-05 | val_loss: 6.94647e-05 | Time: 6218.98 ms [2020-11-11 13:51:54 main:574] : INFO : Epoch 21 | loss: 6.71417e-05 | val_loss: 6.71787e-05 | Time: 6325.72 ms [2020-11-11 13:52:00 main:574] : INFO : Epoch 22 | loss: 6.62073e-05 | val_loss: 6.53953e-05 | Time: 6353.54 ms [2020-11-11 13:52:07 main:574] : INFO : Epoch 23 | loss: 6.50613e-05 | val_loss: 6.49386e-05 | Time: 6330.46 ms [2020-11-11 13:52:13 main:574] : INFO : Epoch 24 | loss: 6.35723e-05 | val_loss: 6.40994e-05 | Time: 6327.33 ms [2020-11-11 13:52:19 main:574] : INFO : Epoch 25 | loss: 6.29941e-05 | val_loss: 6.42193e-05 | Time: 6372.91 ms [2020-11-11 13:52:26 main:574] : INFO : Epoch 26 | loss: 6.15274e-05 | val_loss: 6.17901e-05 | Time: 6155.51 ms [2020-11-11 13:52:32 main:574] : INFO : Epoch 27 | loss: 6.03771e-05 | val_loss: 6.10137e-05 | Time: 6138.74 ms [2020-11-11 13:52:38 main:574] : INFO : Epoch 28 | loss: 5.96883e-05 | val_loss: 5.98369e-05 | Time: 6198.75 ms [2020-11-11 13:52:44 main:574] : INFO : Epoch 29 | loss: 5.86689e-05 | val_loss: 5.96574e-05 | Time: 6362.44 ms [2020-11-11 13:52:51 main:574] : INFO : Epoch 30 | loss: 5.78684e-05 | val_loss: 5.77668e-05 | Time: 6221.41 ms [2020-11-11 13:52:57 main:574] : INFO : Epoch 31 | loss: 5.6971e-05 | val_loss: 5.81256e-05 | Time: 6283.85 ms [2020-11-11 13:53:03 main:574] : INFO : Epoch 32 | loss: 5.62388e-05 | val_loss: 5.58137e-05 | Time: 6085.38 ms [2020-11-11 13:53:09 main:574] : INFO : Epoch 33 | loss: 5.53142e-05 | val_loss: 5.50236e-05 | Time: 6034.83 ms [2020-11-11 13:53:16 main:574] : INFO : Epoch 34 | loss: 5.47332e-05 | val_loss: 5.50184e-05 | Time: 6374.61 ms [2020-11-11 13:53:22 main:574] : INFO : Epoch 35 | loss: 5.31424e-05 | val_loss: 5.3894e-05 | Time: 6173.45 ms [2020-11-11 13:53:28 main:574] : INFO : Epoch 36 | loss: 5.25444e-05 | val_loss: 5.21962e-05 | Time: 6089.57 ms [2020-11-11 13:53:34 main:574] : INFO : Epoch 37 | loss: 5.19138e-05 | val_loss: 5.23076e-05 | Time: 6298.5 ms [2020-11-11 13:53:41 main:574] : INFO : Epoch 38 | loss: 5.11604e-05 | val_loss: 5.18305e-05 | Time: 6191.63 ms [2020-11-11 13:53:47 main:574] : INFO : Epoch 39 | loss: 5.04105e-05 | val_loss: 5.09975e-05 | Time: 6232.16 ms [2020-11-11 13:53:53 main:574] : INFO : Epoch 40 | loss: 5.01517e-05 | val_loss: 4.98044e-05 | Time: 6240.21 ms [2020-11-11 13:53:59 main:574] : INFO : Epoch 41 | loss: 4.92805e-05 | val_loss: 4.9778e-05 | Time: 6031.83 ms [2020-11-11 13:54:06 main:574] : INFO : Epoch 42 | loss: 4.86081e-05 | val_loss: 4.97263e-05 | Time: 6145.6 ms [2020-11-11 13:54:12 main:574] : INFO : Epoch 43 | loss: 4.76349e-05 | val_loss: 4.79169e-05 | Time: 6351.14 ms [2020-11-11 13:54:18 main:574] : INFO : Epoch 44 | loss: 4.70586e-05 | val_loss: 4.78071e-05 | Time: 6207.98 ms [2020-11-11 13:54:24 main:574] : INFO : Epoch 45 | loss: 4.63991e-05 | val_loss: 4.70741e-05 | Time: 6074.62 ms [2020-11-11 13:54:30 main:574] : INFO : Epoch 46 | loss: 4.58339e-05 | val_loss: 4.59724e-05 | Time: 6053.31 ms [2020-11-11 13:54:37 main:574] : INFO : Epoch 47 | loss: 4.53893e-05 | val_loss: 4.55906e-05 | Time: 6144.94 ms [2020-11-11 13:54:43 main:574] : INFO : Epoch 48 | loss: 4.47277e-05 | val_loss: 4.54999e-05 | Time: 6218.7 ms [2020-11-11 13:54:49 main:574] : INFO : Epoch 49 | loss: 4.44224e-05 | val_loss: 4.62518e-05 | Time: 6136.71 ms [2020-11-11 13:54:55 main:574] : INFO : Epoch 50 | loss: 4.35399e-05 | val_loss: 4.32802e-05 | Time: 6268.99 ms [2020-11-11 13:55:02 main:574] : INFO : Epoch 51 | loss: 4.31032e-05 | val_loss: 4.58621e-05 | Time: 6291.07 ms [2020-11-11 13:55:08 main:574] : INFO : Epoch 52 | loss: 4.27065e-05 | val_loss: 4.2561e-05 | Time: 6198 ms [2020-11-11 13:55:14 main:574] : INFO : Epoch 53 | loss: 4.23916e-05 | val_loss: 4.2103e-05 | Time: 6020.5 ms [2020-11-11 13:55:20 main:574] : INFO : Epoch 54 | loss: 4.14147e-05 | val_loss: 4.32793e-05 | Time: 6308.41 ms [2020-11-11 13:55:27 main:574] : INFO : Epoch 55 | loss: 4.16392e-05 | val_loss: 4.24632e-05 | Time: 6223.86 ms [2020-11-11 13:55:33 main:574] : INFO : Epoch 56 | loss: 4.04777e-05 | val_loss: 4.06703e-05 | Time: 6153.96 ms [2020-11-11 13:55:39 main:574] : INFO : Epoch 57 | loss: 3.99898e-05 | val_loss: 4.08692e-05 | Time: 6357.21 ms [2020-11-11 13:55:46 main:574] : INFO : Epoch 58 | loss: 3.94207e-05 | val_loss: 3.91284e-05 | Time: 6161.66 ms [2020-11-11 13:55:52 main:574] : INFO : Epoch 59 | loss: 3.9432e-05 | val_loss: 3.94504e-05 | Time: 6167.74 ms [2020-11-11 13:55:58 main:574] : INFO : Epoch 60 | loss: 3.92009e-05 | val_loss: 3.88082e-05 | Time: 6131.07 ms [2020-11-11 13:56:04 main:574] : INFO : Epoch 61 | loss: 3.8512e-05 | val_loss: 3.83653e-05 | Time: 6015.17 ms [2020-11-11 13:56:10 main:574] : INFO : Epoch 62 | loss: 3.82753e-05 | val_loss: 3.81134e-05 | Time: 6296.95 ms [2020-11-11 13:56:16 main:574] : INFO : Epoch 63 | loss: 3.77504e-05 | val_loss: 3.91017e-05 | Time: 6074.55 ms [2020-11-11 13:56:23 main:574] : INFO : Epoch 64 | loss: 3.72736e-05 | val_loss: 3.69947e-05 | Time: 6174.76 ms [2020-11-11 13:56:29 main:574] : INFO : Epoch 65 | loss: 3.68489e-05 | val_loss: 3.69517e-05 | Time: 6289.64 ms [2020-11-11 13:56:35 main:574] : INFO : Epoch 66 | loss: 3.65384e-05 | val_loss: 3.8855e-05 | Time: 6311.16 ms [2020-11-11 13:56:42 main:574] : INFO : Epoch 67 | loss: 3.59009e-05 | val_loss: 3.61313e-05 | Time: 6451.97 ms [2020-11-11 13:56:48 main:574] : INFO : Epoch 68 | loss: 3.55499e-05 | val_loss: 3.63279e-05 | Time: 6259.5 ms [2020-11-11 13:56:54 main:574] : INFO : Epoch 69 | loss: 3.54122e-05 | val_loss: 3.62406e-05 | Time: 6241.9 ms [2020-11-11 13:57:01 main:574] : INFO : Epoch 70 | loss: 3.45796e-05 | val_loss: 3.53853e-05 | Time: 6354.5 ms [2020-11-11 13:57:07 main:574] : INFO : Epoch 71 | loss: 3.48109e-05 | val_loss: 3.57255e-05 | Time: 6252 ms [2020-11-11 13:57:13 main:574] : INFO : Epoch 72 | loss: 3.46843e-05 | val_loss: 3.67275e-05 | Time: 6143.4 ms [2020-11-11 13:57:20 main:574] : INFO : Epoch 73 | loss: 3.42401e-05 | val_loss: 3.35302e-05 | Time: 6242.29 ms [2020-11-11 13:57:26 main:574] : INFO : Epoch 74 | loss: 3.35748e-05 | val_loss: 3.40663e-05 | Time: 6378 ms [2020-11-11 13:57:32 main:574] : INFO : Epoch 75 | loss: 3.29981e-05 | val_loss: 3.31225e-05 | Time: 6301.36 ms [2020-11-11 13:57:39 main:574] : INFO : Epoch 76 | loss: 3.27836e-05 | val_loss: 3.30414e-05 | Time: 6096.81 ms [2020-11-11 13:57:45 main:574] : INFO : Epoch 77 | loss: 3.24103e-05 | val_loss: 3.23248e-05 | Time: 6424.78 ms [2020-11-11 13:57:51 main:574] : INFO : Epoch 78 | loss: 3.23234e-05 | val_loss: 3.18064e-05 | Time: 6185.28 ms [2020-11-11 13:57:57 main:574] : INFO : Epoch 79 | loss: 3.19621e-05 | val_loss: 3.19179e-05 | Time: 6165.33 ms [2020-11-11 13:58:04 main:574] : INFO : Epoch 80 | loss: 3.18309e-05 | val_loss: 3.27638e-05 | Time: 6121.79 ms [2020-11-11 13:58:10 main:574] : INFO : Epoch 81 | loss: 3.15639e-05 | val_loss: 3.2084e-05 | Time: 6276.33 ms [2020-11-11 13:58:16 main:574] : INFO : Epoch 82 | loss: 3.1079e-05 | val_loss: 3.07508e-05 | Time: 6170.79 ms [2020-11-11 13:58:22 main:574] : INFO : Epoch 83 | loss: 3.08372e-05 | val_loss: 3.32461e-05 | Time: 6201.96 ms [2020-11-11 13:58:29 main:574] : INFO : Epoch 84 | loss: 3.09093e-05 | val_loss: 3.12178e-05 | Time: 6028.81 ms [2020-11-11 13:58:35 main:574] : INFO : Epoch 85 | loss: 2.99663e-05 | val_loss: 3.02351e-05 | Time: 6025.62 ms [2020-11-11 13:58:41 main:574] : INFO : Epoch 86 | loss: 2.98062e-05 | val_loss: 3.12135e-05 | Time: 5878.13 ms [2020-11-11 13:58:47 main:574] : INFO : Epoch 87 | loss: 3.01541e-05 | val_loss: 2.97331e-05 | Time: 6197.95 ms [2020-11-11 13:58:53 main:574] : INFO : Epoch 88 | loss: 2.95284e-05 | val_loss: 2.97409e-05 | Time: 5848.12 ms [2020-11-11 13:58:59 main:574] : INFO : Epoch 89 | loss: 2.94592e-05 | val_loss: 2.9524e-05 | Time: 5953.9 ms [2020-11-11 13:59:05 main:574] : INFO : Epoch 90 | loss: 2.92599e-05 | val_loss: 2.96111e-05 | Time: 6134.42 ms [2020-11-11 13:59:11 main:574] : INFO : Epoch 91 | loss: 2.91277e-05 | val_loss: 2.88827e-05 | Time: 6045.82 ms [2020-11-11 13:59:17 main:574] : INFO : Epoch 92 | loss: 2.86805e-05 | val_loss: 2.82106e-05 | Time: 6158.31 ms [2020-11-11 13:59:23 main:574] : INFO : Epoch 93 | loss: 2.79876e-05 | val_loss: 2.77914e-05 | Time: 6025.4 ms [2020-11-11 13:59:29 main:574] : INFO : Epoch 94 | loss: 2.78542e-05 | val_loss: 2.71143e-05 | Time: 6083.11 ms [2020-11-11 13:59:36 main:574] : INFO : Epoch 95 | loss: 2.78801e-05 | val_loss: 2.7916e-05 | Time: 6310.82 ms [2020-11-11 13:59:42 main:574] : INFO : Epoch 96 | loss: 2.75019e-05 | val_loss: 2.77255e-05 | Time: 6013.76 ms [2020-11-11 13:59:48 main:574] : INFO : Epoch 97 | loss: 2.72499e-05 | val_loss: 2.75315e-05 | Time: 6217.88 ms [2020-11-11 13:59:54 main:574] : INFO : Epoch 98 | loss: 2.72455e-05 | val_loss: 2.69612e-05 | Time: 6249.97 ms [2020-11-11 14:00:01 main:574] : INFO : Epoch 99 | loss: 2.66697e-05 | val_loss: 2.6607e-05 | Time: 6156.23 ms [2020-11-11 14:00:07 main:574] : INFO : Epoch 100 | loss: 2.66459e-05 | val_loss: 2.71667e-05 | Time: 6108.28 ms [2020-11-11 14:00:13 main:574] : INFO : Epoch 101 | loss: 2.67864e-05 | val_loss: 2.74858e-05 | Time: 6282 ms [2020-11-11 14:00:19 main:574] : INFO : Epoch 102 | loss: 2.67429e-05 | val_loss: 2.79867e-05 | Time: 6088.81 ms [2020-11-11 14:00:26 main:574] : INFO : Epoch 103 | loss: 2.61615e-05 | val_loss: 2.74984e-05 | Time: 6363.3 ms [2020-11-11 14:00:32 main:574] : INFO : Epoch 104 | loss: 2.61373e-05 | val_loss: 2.62488e-05 | Time: 6129.86 ms [2020-11-11 14:00:38 main:574] : INFO : Epoch 105 | loss: 2.55372e-05 | val_loss: 2.59534e-05 | Time: 6057.96 ms [2020-11-11 14:00:44 main:574] : INFO : Epoch 106 | loss: 2.58799e-05 | val_loss: 2.63682e-05 | Time: 6036 ms [2020-11-11 14:00:50 main:574] : INFO : Epoch 107 | loss: 2.55717e-05 | val_loss: 2.56426e-05 | Time: 5950.43 ms [2020-11-11 14:00:56 main:574] : INFO : Epoch 108 | loss: 2.5189e-05 | val_loss: 2.52075e-05 | Time: 6036.62 ms [2020-11-11 14:01:02 main:574] : INFO : Epoch 109 | loss: 2.5e-05 | val_loss: 2.48473e-05 | Time: 6132.25 ms [2020-11-11 14:01:08 main:574] : INFO : Epoch 110 | loss: 2.47437e-05 | val_loss: 2.47981e-05 | Time: 6168.65 ms [2020-11-11 14:01:15 main:574] : INFO : Epoch 111 | loss: 2.45717e-05 | val_loss: 2.4944e-05 | Time: 6193.38 ms [2020-11-11 14:01:21 main:574] : INFO : Epoch 112 | loss: 2.44227e-05 | val_loss: 2.43863e-05 | Time: 6014.13 ms [2020-11-11 14:01:27 main:574] : INFO : Epoch 113 | loss: 2.43613e-05 | val_loss: 2.41808e-05 | Time: 6162.66 ms [2020-11-11 14:01:33 main:574] : INFO : Epoch 114 | loss: 2.42937e-05 | val_loss: 2.46095e-05 | Time: 6170.92 ms [2020-11-11 14:01:39 main:574] : INFO : Epoch 115 | loss: 2.39457e-05 | val_loss: 2.45647e-05 | Time: 5878.99 ms [2020-11-11 14:01:45 main:574] : INFO : Epoch 116 | loss: 2.39411e-05 | val_loss: 2.43165e-05 | Time: 6024.92 ms [2020-11-11 14:01:51 main:574] : INFO : Epoch 117 | loss: 2.3972e-05 | val_loss: 2.36491e-05 | Time: 6187.19 ms [2020-11-11 14:01:58 main:574] : INFO : Epoch 118 | loss: 2.3333e-05 | val_loss: 2.35443e-05 | Time: 5997.55 ms [2020-11-11 14:02:04 main:574] : INFO : Epoch 119 | loss: 2.30336e-05 | val_loss: 2.32583e-05 | Time: 6079.13 ms [2020-11-11 14:02:10 main:574] : INFO : Epoch 120 | loss: 2.31237e-05 | val_loss: 2.29205e-05 | Time: 6245.66 ms [2020-11-11 14:02:16 main:574] : INFO : Epoch 121 | loss: 2.26956e-05 | val_loss: 2.28569e-05 | Time: 6310.06 ms [2020-11-11 14:02:22 main:574] : INFO : Epoch 122 | loss: 2.30027e-05 | val_loss: 2.34017e-05 | Time: 6105.9 ms [2020-11-11 14:02:29 main:574] : INFO : Epoch 123 | loss: 2.24748e-05 | val_loss: 2.30156e-05 | Time: 6053.32 ms [2020-11-11 14:02:35 main:574] : INFO : Epoch 124 | loss: 2.28291e-05 | val_loss: 2.21188e-05 | Time: 6054.56 ms [2020-11-11 14:02:41 main:574] : INFO : Epoch 125 | loss: 2.21373e-05 | val_loss: 2.3326e-05 | Time: 6008.84 ms [2020-11-11 14:02:47 main:574] : INFO : Epoch 126 | loss: 2.23552e-05 | val_loss: 2.28203e-05 | Time: 6098.28 ms [2020-11-11 14:02:53 main:574] : INFO : Epoch 127 | loss: 2.23173e-05 | val_loss: 2.29133e-05 | Time: 5964.31 ms [2020-11-11 14:02:59 main:574] : INFO : Epoch 128 | loss: 2.20108e-05 | val_loss: 2.18646e-05 | Time: 5951.97 ms [2020-11-11 14:03:05 main:574] : INFO : Epoch 129 | loss: 2.19707e-05 | val_loss: 2.23356e-05 | Time: 6209.34 ms [2020-11-11 14:03:11 main:574] : INFO : Epoch 130 | loss: 2.15859e-05 | val_loss: 2.19486e-05 | Time: 5959.17 ms [2020-11-11 14:03:17 main:574] : INFO : Epoch 131 | loss: 2.1627e-05 | val_loss: 2.15645e-05 | Time: 5900.29 ms [2020-11-11 14:03:23 main:574] : INFO : Epoch 132 | loss: 2.13766e-05 | val_loss: 2.15249e-05 | Time: 6331.48 ms [2020-11-11 14:03:30 main:574] : INFO : Epoch 133 | loss: 2.14296e-05 | val_loss: 2.16986e-05 | Time: 5974.36 ms [2020-11-11 14:03:36 main:574] : INFO : Epoch 134 | loss: 2.12702e-05 | val_loss: 2.16602e-05 | Time: 6170.6 ms [2020-11-11 14:03:42 main:574] : INFO : Epoch 135 | loss: 2.12541e-05 | val_loss: 2.27503e-05 | Time: 6203.48 ms [2020-11-11 14:03:48 main:574] : INFO : Epoch 136 | loss: 2.07175e-05 | val_loss: 2.09922e-05 | Time: 6165.73 ms [2020-11-11 14:03:54 main:574] : INFO : Epoch 137 | loss: 2.06185e-05 | val_loss: 2.24682e-05 | Time: 6065.62 ms [2020-11-11 14:04:00 main:574] : INFO : Epoch 138 | loss: 2.05056e-05 | val_loss: 2.05199e-05 | Time: 6094.59 ms [2020-11-11 14:04:07 main:574] : INFO : Epoch 139 | loss: 2.06052e-05 | val_loss: 2.09377e-05 | Time: 6084.47 ms [2020-11-11 14:04:13 main:574] : INFO : Epoch 140 | loss: 2.03325e-05 | val_loss: 2.03155e-05 | Time: 6027 ms [2020-11-11 14:04:19 main:574] : INFO : Epoch 141 | loss: 2.03194e-05 | val_loss: 2.02976e-05 | Time: 6034.84 ms [2020-11-11 14:04:25 main:574] : INFO : Epoch 142 | loss: 2.00258e-05 | val_loss: 2.01764e-05 | Time: 6150.85 ms [2020-11-11 14:04:31 main:574] : INFO : Epoch 143 | loss: 2.04158e-05 | val_loss: 2.02026e-05 | Time: 6091.5 ms [2020-11-11 14:04:37 main:574] : INFO : Epoch 144 | loss: 1.97968e-05 | val_loss: 2.1098e-05 | Time: 6092.73 ms [2020-11-11 14:04:43 main:574] : INFO : Epoch 145 | loss: 1.98368e-05 | val_loss: 1.99047e-05 | Time: 6169.55 ms [2020-11-11 14:04:50 main:574] : INFO : Epoch 146 | loss: 1.9667e-05 | val_loss: 2.03832e-05 | Time: 6052.51 ms [2020-11-11 14:04:56 main:574] : INFO : Epoch 147 | loss: 1.94011e-05 | val_loss: 2.0831e-05 | Time: 6087.68 ms [2020-11-11 14:05:02 main:574] : INFO : Epoch 148 | loss: 1.96919e-05 | val_loss: 1.92851e-05 | Time: 6258.9 ms [2020-11-11 14:05:08 main:574] : INFO : Epoch 149 | loss: 1.92113e-05 | val_loss: 2.01282e-05 | Time: 6180.85 ms [2020-11-11 14:05:15 main:574] : INFO : Epoch 150 | loss: 1.94288e-05 | val_loss: 1.96982e-05 | Time: 6180.7 ms [2020-11-11 14:05:21 main:574] : INFO : Epoch 151 | loss: 1.88544e-05 | val_loss: 1.923e-05 | Time: 6145.63 ms [2020-11-11 14:05:27 main:574] : INFO : Epoch 152 | loss: 1.93822e-05 | val_loss: 1.88105e-05 | Time: 5968.27 ms [2020-11-11 14:05:33 main:574] : INFO : Epoch 153 | loss: 1.88716e-05 | val_loss: 1.85144e-05 | Time: 6089.62 ms [2020-11-11 14:05:39 main:574] : INFO : Epoch 154 | loss: 1.89192e-05 | val_loss: 1.86046e-05 | Time: 5828.12 ms [2020-11-11 14:05:45 main:574] : INFO : Epoch 155 | loss: 1.84228e-05 | val_loss: 1.90283e-05 | Time: 6240.7 ms [2020-11-11 14:05:51 main:574] : INFO : Epoch 156 | loss: 1.88793e-05 | val_loss: 1.91522e-05 | Time: 5986.56 ms [2020-11-11 14:05:57 main:574] : INFO : Epoch 157 | loss: 1.87762e-05 | val_loss: 1.98618e-05 | Time: 6199.52 ms [2020-11-11 14:06:04 main:574] : INFO : Epoch 158 | loss: 1.82582e-05 | val_loss: 1.85754e-05 | Time: 6133.66 ms [2020-11-11 14:06:10 main:574] : INFO : Epoch 159 | loss: 1.83134e-05 | val_loss: 1.86775e-05 | Time: 6032.68 ms [2020-11-11 14:06:16 main:574] : INFO : Epoch 160 | loss: 1.87328e-05 | val_loss: 1.95478e-05 | Time: 6112.58 ms [2020-11-11 14:06:22 main:574] : INFO : Epoch 161 | loss: 1.81743e-05 | val_loss: 1.84347e-05 | Time: 5988.73 ms [2020-11-11 14:06:28 main:574] : INFO : Epoch 162 | loss: 1.78168e-05 | val_loss: 1.87886e-05 | Time: 5997.76 ms [2020-11-11 14:06:34 main:574] : INFO : Epoch 163 | loss: 1.82118e-05 | val_loss: 1.82908e-05 | Time: 6084.37 ms [2020-11-11 14:06:40 main:574] : INFO : Epoch 164 | loss: 1.7644e-05 | val_loss: 1.83462e-05 | Time: 6278.01 ms [2020-11-11 14:06:47 main:574] : INFO : Epoch 165 | loss: 1.77198e-05 | val_loss: 1.78756e-05 | Time: 6109.89 ms [2020-11-11 14:06:53 main:574] : INFO : Epoch 166 | loss: 1.76717e-05 | val_loss: 1.77566e-05 | Time: 6136.37 ms [2020-11-11 14:06:59 main:574] : INFO : Epoch 167 | loss: 1.75529e-05 | val_loss: 1.83817e-05 | Time: 5918.79 ms [2020-11-11 14:07:05 main:574] : INFO : Epoch 168 | loss: 1.76821e-05 | val_loss: 1.7779e-05 | Time: 6118.47 ms [2020-11-11 14:07:11 main:574] : INFO : Epoch 169 | loss: 1.74792e-05 | val_loss: 1.70671e-05 | Time: 6143.84 ms [2020-11-11 14:07:17 main:574] : INFO : Epoch 170 | loss: 1.73528e-05 | val_loss: 1.74614e-05 | Time: 6186.69 ms [2020-11-11 14:07:23 main:574] : INFO : Epoch 171 | loss: 1.7217e-05 | val_loss: 1.67637e-05 | Time: 6002.35 ms [2020-11-11 14:07:29 main:574] : INFO : Epoch 172 | loss: 1.69467e-05 | val_loss: 1.75962e-05 | Time: 5952.86 ms [2020-11-11 14:07:36 main:574] : INFO : Epoch 173 | loss: 1.69758e-05 | val_loss: 1.77371e-05 | Time: 6216.78 ms [2020-11-11 14:07:42 main:574] : INFO : Epoch 174 | loss: 1.67995e-05 | val_loss: 1.82885e-05 | Time: 5985.87 ms [2020-11-11 14:07:48 main:574] : INFO : Epoch 175 | loss: 1.70473e-05 | val_loss: 1.7065e-05 | Time: 6079.25 ms [2020-11-11 14:07:54 main:574] : INFO : Epoch 176 | loss: 1.70574e-05 | val_loss: 1.73853e-05 | Time: 6103.53 ms [2020-11-11 14:08:00 main:574] : INFO : Epoch 177 | loss: 1.68059e-05 | val_loss: 1.70439e-05 | Time: 6039.62 ms [2020-11-11 14:08:06 main:574] : INFO : Epoch 178 | loss: 1.6785e-05 | val_loss: 1.67754e-05 | Time: 6115.76 ms [2020-11-11 14:08:12 main:574] : INFO : Epoch 179 | loss: 1.64614e-05 | val_loss: 1.64888e-05 | Time: 6079.57 ms [2020-11-11 14:08:18 main:574] : INFO : Epoch 180 | loss: 1.61777e-05 | val_loss: 1.63211e-05 | Time: 5979.76 ms [2020-11-11 14:08:25 main:574] : INFO : Epoch 181 | loss: 1.63944e-05 | val_loss: 1.71873e-05 | Time: 6154.73 ms [2020-11-11 14:08:31 main:574] : INFO : Epoch 182 | loss: 1.638e-05 | val_loss: 1.77808e-05 | Time: 6123.68 ms [2020-11-11 14:08:37 main:574] : INFO : Epoch 183 | loss: 1.66887e-05 | val_loss: 1.68571e-05 | Time: 5832.64 ms [2020-11-11 14:08:43 main:574] : INFO : Epoch 184 | loss: 1.62753e-05 | val_loss: 1.63951e-05 | Time: 6222.82 ms [2020-11-11 14:08:49 main:574] : INFO : Epoch 185 | loss: 1.60518e-05 | val_loss: 1.66312e-05 | Time: 6161.43 ms [2020-11-11 14:08:55 main:574] : INFO : Epoch 186 | loss: 1.60175e-05 | val_loss: 1.64041e-05 | Time: 5990.79 ms [2020-11-11 14:09:01 main:574] : INFO : Epoch 187 | loss: 1.58931e-05 | val_loss: 1.5376e-05 | Time: 6043.66 ms [2020-11-11 14:09:07 main:574] : INFO : Epoch 188 | loss: 1.61758e-05 | val_loss: 1.55473e-05 | Time: 6111.1 ms [2020-11-11 14:09:13 main:574] : INFO : Epoch 189 | loss: 1.59743e-05 | val_loss: 1.61774e-05 | Time: 5949.8 ms [2020-11-11 14:09:20 main:574] : INFO : Epoch 190 | loss: 1.55722e-05 | val_loss: 1.6427e-05 | Time: 6107.65 ms [2020-11-11 14:09:26 main:574] : INFO : Epoch 191 | loss: 1.63907e-05 | val_loss: 1.63664e-05 | Time: 6001.33 ms [2020-11-11 14:09:32 main:574] : INFO : Epoch 192 | loss: 1.56982e-05 | val_loss: 1.6177e-05 | Time: 5949.63 ms [2020-11-11 14:09:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 1.6177e-05 [2020-11-11 14:09:32 main:603] : INFO : Saving end state to config to file [2020-11-11 14:09:32 main:608] : INFO : Success, exiting.. 14:09:32 (19116): 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)