Task 2824178
| Name | rand_automata_0089-1604982783-19035-1_0 |
| Workunit | 1272704 |
| Created | 10 Nov 2020, 22:56:26 UTC |
| Sent | 10 Nov 2020, 22:56:40 UTC |
| Report deadline | 17 Nov 2020, 22:56:40 UTC |
| Received | 11 Nov 2020, 11:02:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 20 min 22 sec |
| CPU time | 19 min 41 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 11:42:03 main:435] : INFO : Set logging level to 1 [2020-11-11 11:42:04 main:441] : INFO : Running in BOINC Client mode [2020-11-11 11:42:04 main:444] : INFO : Resolving all filenames [2020-11-11 11:42:04 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 (exists = 1) [2020-11-11 11:42:04 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-1604982783-19035-1_0_r305838514_1 (exists = 0) [2020-11-11 11:42:04 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-1604982783-19035-1_0_r305838514_0 (exists = 0) [2020-11-11 11:42:04 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-1604982783-19035-1 (exists = 1) [2020-11-11 11:42:04 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 11:42:04 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 [2020-11-11 11:42:04 main:474] : INFO : Configuration: [2020-11-11 11:42:04 main:475] : INFO : Model type: LSTM [2020-11-11 11:42:04 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 11:42:04 main:477] : INFO : Max Epochs: 192 [2020-11-11 11:42:04 main:478] : INFO : Batch Size: 32 [2020-11-11 11:42:04 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 11:42:04 main:480] : INFO : Patience: 10 [2020-11-11 11:42:04 main:481] : INFO : Hidden Width: 64 [2020-11-11 11:42:04 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 11:42:04 main:483] : INFO : # Backend Layers: 2 [2020-11-11 11:42:04 main:484] : INFO : # Threads: 1 [2020-11-11 11:42:04 main:486] : INFO : Preparing Dataset [2020-11-11 11:42:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-11 11:42:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-11 11:42:07 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 11:42:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-11 11:42:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-11 11:42:07 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 11:42:07 main:494] : INFO : Creating Model [2020-11-11 11:42:07 main:507] : INFO : Preparing config file [2020-11-11 11:42:07 main:519] : INFO : Creating new config file [2020-11-11 11:42:07 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 11:42:08 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 11:42:09 main:562] : INFO : Starting Training [2020-11-11 11:42:15 main:574] : INFO : Epoch 1 | loss: 0.000166956 | val_loss: 0.000143187 | Time: 6592 ms [2020-11-11 11:42:21 main:574] : INFO : Epoch 2 | loss: 0.000142444 | val_loss: 0.000142934 | Time: 6028.68 ms [2020-11-11 11:42:28 main:574] : INFO : Epoch 3 | loss: 0.0001423 | val_loss: 0.000142689 | Time: 6149.7 ms [2020-11-11 11:42:34 main:574] : INFO : Epoch 4 | loss: 0.000141252 | val_loss: 0.000142204 | Time: 6306.64 ms [2020-11-11 11:42:40 main:574] : INFO : Epoch 5 | loss: 0.000140043 | val_loss: 0.000139921 | Time: 5996.64 ms [2020-11-11 11:42:46 main:574] : INFO : Epoch 6 | loss: 0.000138179 | val_loss: 0.000140272 | Time: 6029.88 ms [2020-11-11 11:42:52 main:574] : INFO : Epoch 7 | loss: 0.000137136 | val_loss: 0.000136262 | Time: 6346.57 ms [2020-11-11 11:42:59 main:574] : INFO : Epoch 8 | loss: 0.000135301 | val_loss: 0.000136389 | Time: 6231.55 ms [2020-11-11 11:43:05 main:574] : INFO : Epoch 9 | loss: 0.00013335 | val_loss: 0.000133206 | Time: 6146.1 ms [2020-11-11 11:43:11 main:574] : INFO : Epoch 10 | loss: 0.000132004 | val_loss: 0.000132933 | Time: 6016.95 ms [2020-11-11 11:43:17 main:574] : INFO : Epoch 11 | loss: 0.000130599 | val_loss: 0.000130331 | Time: 6220.4 ms [2020-11-11 11:43:23 main:574] : INFO : Epoch 12 | loss: 0.000128405 | val_loss: 0.000129063 | Time: 6073.56 ms [2020-11-11 11:43:30 main:574] : INFO : Epoch 13 | loss: 0.000127068 | val_loss: 0.000127737 | Time: 6143.63 ms [2020-11-11 11:43:36 main:574] : INFO : Epoch 14 | loss: 0.000125602 | val_loss: 0.000124993 | Time: 6073.08 ms [2020-11-11 11:43:42 main:574] : INFO : Epoch 15 | loss: 0.000123882 | val_loss: 0.000123798 | Time: 6209.15 ms [2020-11-11 11:43:48 main:574] : INFO : Epoch 16 | loss: 0.000122811 | val_loss: 0.00012281 | Time: 6102.38 ms [2020-11-11 11:43:54 main:574] : INFO : Epoch 17 | loss: 0.000121212 | val_loss: 0.000120738 | Time: 6072.5 ms [2020-11-11 11:44:00 main:574] : INFO : Epoch 18 | loss: 0.000119992 | val_loss: 0.000119372 | Time: 6168.43 ms [2020-11-11 11:44:07 main:574] : INFO : Epoch 19 | loss: 0.000118416 | val_loss: 0.000119611 | Time: 6047.25 ms [2020-11-11 11:44:13 main:574] : INFO : Epoch 20 | loss: 0.000116946 | val_loss: 0.000117137 | Time: 6224.67 ms [2020-11-11 11:44:19 main:574] : INFO : Epoch 21 | loss: 0.000115458 | val_loss: 0.000115026 | Time: 6108.52 ms [2020-11-11 11:44:25 main:574] : INFO : Epoch 22 | loss: 0.000114386 | val_loss: 0.000113529 | Time: 6297.7 ms [2020-11-11 11:44:31 main:574] : INFO : Epoch 23 | loss: 0.0001134 | val_loss: 0.000114411 | Time: 6012.09 ms [2020-11-11 11:44:37 main:574] : INFO : Epoch 24 | loss: 0.000112166 | val_loss: 0.000111741 | Time: 6090.6 ms [2020-11-11 11:44:44 main:574] : INFO : Epoch 25 | loss: 0.000110702 | val_loss: 0.000110051 | Time: 5981.08 ms [2020-11-11 11:44:50 main:574] : INFO : Epoch 26 | loss: 0.000109551 | val_loss: 0.000109643 | Time: 6353.61 ms [2020-11-11 11:44:56 main:574] : INFO : Epoch 27 | loss: 0.000108654 | val_loss: 0.000108771 | Time: 6319.94 ms [2020-11-11 11:45:02 main:574] : INFO : Epoch 28 | loss: 0.000107047 | val_loss: 0.000107912 | Time: 6016.29 ms [2020-11-11 11:45:09 main:574] : INFO : Epoch 29 | loss: 0.000106136 | val_loss: 0.000106194 | Time: 6415.72 ms [2020-11-11 11:45:15 main:574] : INFO : Epoch 30 | loss: 0.000105118 | val_loss: 0.000106134 | Time: 6077.63 ms [2020-11-11 11:45:21 main:574] : INFO : Epoch 31 | loss: 0.000103968 | val_loss: 0.000104681 | Time: 6201.52 ms [2020-11-11 11:45:27 main:574] : INFO : Epoch 32 | loss: 0.000102885 | val_loss: 0.000104716 | Time: 6106.81 ms [2020-11-11 11:45:33 main:574] : INFO : Epoch 33 | loss: 0.000101809 | val_loss: 0.000102224 | Time: 6081.4 ms [2020-11-11 11:45:40 main:574] : INFO : Epoch 34 | loss: 0.000101083 | val_loss: 0.000100666 | Time: 6047.82 ms [2020-11-11 11:45:46 main:574] : INFO : Epoch 35 | loss: 9.99313e-05 | val_loss: 0.000100764 | Time: 6198.2 ms [2020-11-11 11:45:52 main:574] : INFO : Epoch 36 | loss: 9.91401e-05 | val_loss: 9.97758e-05 | Time: 6028.38 ms [2020-11-11 11:45:58 main:574] : INFO : Epoch 37 | loss: 9.85138e-05 | val_loss: 9.96026e-05 | Time: 6015.37 ms [2020-11-11 11:46:04 main:574] : INFO : Epoch 38 | loss: 9.74059e-05 | val_loss: 9.75561e-05 | Time: 6075.12 ms [2020-11-11 11:46:10 main:574] : INFO : Epoch 39 | loss: 9.61388e-05 | val_loss: 9.66757e-05 | Time: 6268.89 ms [2020-11-11 11:46:17 main:574] : INFO : Epoch 40 | loss: 9.53926e-05 | val_loss: 9.59431e-05 | Time: 6230.19 ms [2020-11-11 11:46:23 main:574] : INFO : Epoch 41 | loss: 9.42627e-05 | val_loss: 9.58069e-05 | Time: 6102.61 ms [2020-11-11 11:46:29 main:574] : INFO : Epoch 42 | loss: 9.34645e-05 | val_loss: 9.39425e-05 | Time: 5980.71 ms [2020-11-11 11:46:35 main:574] : INFO : Epoch 43 | loss: 9.31215e-05 | val_loss: 9.29941e-05 | Time: 6235.56 ms [2020-11-11 11:46:41 main:574] : INFO : Epoch 44 | loss: 9.19529e-05 | val_loss: 9.24509e-05 | Time: 6101.03 ms [2020-11-11 11:46:47 main:574] : INFO : Epoch 45 | loss: 9.11676e-05 | val_loss: 9.28998e-05 | Time: 6015.41 ms [2020-11-11 11:46:54 main:574] : INFO : Epoch 46 | loss: 9.01455e-05 | val_loss: 9.09899e-05 | Time: 6221.59 ms [2020-11-11 11:47:00 main:574] : INFO : Epoch 47 | loss: 8.94763e-05 | val_loss: 9.07455e-05 | Time: 6241.18 ms [2020-11-11 11:47:06 main:574] : INFO : Epoch 48 | loss: 8.85737e-05 | val_loss: 9.07257e-05 | Time: 5870.17 ms [2020-11-11 11:47:12 main:574] : INFO : Epoch 49 | loss: 8.83658e-05 | val_loss: 8.97979e-05 | Time: 6116.76 ms [2020-11-11 11:47:18 main:574] : INFO : Epoch 50 | loss: 8.7303e-05 | val_loss: 8.7238e-05 | Time: 6073.52 ms [2020-11-11 11:47:24 main:574] : INFO : Epoch 51 | loss: 8.64622e-05 | val_loss: 8.76655e-05 | Time: 6059.42 ms [2020-11-11 11:47:31 main:574] : INFO : Epoch 52 | loss: 8.57504e-05 | val_loss: 8.73608e-05 | Time: 6387.4 ms [2020-11-11 11:47:37 main:574] : INFO : Epoch 53 | loss: 8.52572e-05 | val_loss: 8.53951e-05 | Time: 6102.66 ms [2020-11-11 11:47:43 main:574] : INFO : Epoch 54 | loss: 8.433e-05 | val_loss: 8.56252e-05 | Time: 6070.87 ms [2020-11-11 11:47:49 main:574] : INFO : Epoch 55 | loss: 8.36574e-05 | val_loss: 8.42008e-05 | Time: 6115.46 ms [2020-11-11 11:47:55 main:574] : INFO : Epoch 56 | loss: 8.28919e-05 | val_loss: 8.37807e-05 | Time: 6186.32 ms [2020-11-11 11:48:02 main:574] : INFO : Epoch 57 | loss: 8.24639e-05 | val_loss: 8.28236e-05 | Time: 6289.61 ms [2020-11-11 11:48:08 main:574] : INFO : Epoch 58 | loss: 8.1753e-05 | val_loss: 8.31001e-05 | Time: 6245.3 ms [2020-11-11 11:48:14 main:574] : INFO : Epoch 59 | loss: 8.11045e-05 | val_loss: 8.22731e-05 | Time: 6329.02 ms [2020-11-11 11:48:21 main:574] : INFO : Epoch 60 | loss: 8.05332e-05 | val_loss: 8.20024e-05 | Time: 6140.61 ms [2020-11-11 11:48:27 main:574] : INFO : Epoch 61 | loss: 7.98677e-05 | val_loss: 8.0606e-05 | Time: 6162.54 ms [2020-11-11 11:48:33 main:574] : INFO : Epoch 62 | loss: 7.91323e-05 | val_loss: 8.00925e-05 | Time: 5729.92 ms [2020-11-11 11:48:39 main:574] : INFO : Epoch 63 | loss: 7.90067e-05 | val_loss: 7.89866e-05 | Time: 6165.73 ms [2020-11-11 11:48:45 main:574] : INFO : Epoch 64 | loss: 7.81062e-05 | val_loss: 8.08345e-05 | Time: 6027.6 ms [2020-11-11 11:48:51 main:574] : INFO : Epoch 65 | loss: 7.76491e-05 | val_loss: 7.86223e-05 | Time: 6277.22 ms [2020-11-11 11:48:57 main:574] : INFO : Epoch 66 | loss: 7.67818e-05 | val_loss: 7.84545e-05 | Time: 6204.45 ms [2020-11-11 11:49:03 main:574] : INFO : Epoch 67 | loss: 7.63197e-05 | val_loss: 7.74112e-05 | Time: 6011.71 ms [2020-11-11 11:49:10 main:574] : INFO : Epoch 68 | loss: 7.56568e-05 | val_loss: 7.60774e-05 | Time: 6088.96 ms [2020-11-11 11:49:16 main:574] : INFO : Epoch 69 | loss: 7.50299e-05 | val_loss: 7.68509e-05 | Time: 6846.76 ms [2020-11-11 11:49:23 main:574] : INFO : Epoch 70 | loss: 7.47252e-05 | val_loss: 7.58669e-05 | Time: 6316.21 ms [2020-11-11 11:49:29 main:574] : INFO : Epoch 71 | loss: 7.39512e-05 | val_loss: 7.61905e-05 | Time: 6116.84 ms [2020-11-11 11:49:35 main:574] : INFO : Epoch 72 | loss: 7.36701e-05 | val_loss: 7.52627e-05 | Time: 6179.01 ms [2020-11-11 11:49:42 main:574] : INFO : Epoch 73 | loss: 7.3216e-05 | val_loss: 7.51894e-05 | Time: 6250.18 ms [2020-11-11 11:49:48 main:574] : INFO : Epoch 74 | loss: 7.28962e-05 | val_loss: 7.34469e-05 | Time: 6295.97 ms [2020-11-11 11:49:54 main:574] : INFO : Epoch 75 | loss: 7.20179e-05 | val_loss: 7.25251e-05 | Time: 6444.09 ms [2020-11-11 11:50:01 main:574] : INFO : Epoch 76 | loss: 7.18253e-05 | val_loss: 7.27828e-05 | Time: 6383.72 ms [2020-11-11 11:50:07 main:574] : INFO : Epoch 77 | loss: 7.10846e-05 | val_loss: 7.29254e-05 | Time: 6302.48 ms [2020-11-11 11:50:13 main:574] : INFO : Epoch 78 | loss: 7.07679e-05 | val_loss: 7.36417e-05 | Time: 6242.23 ms [2020-11-11 11:50:20 main:574] : INFO : Epoch 79 | loss: 7.01006e-05 | val_loss: 7.1217e-05 | Time: 6281.76 ms [2020-11-11 11:50:26 main:574] : INFO : Epoch 80 | loss: 6.99938e-05 | val_loss: 7.17117e-05 | Time: 6401.51 ms [2020-11-11 11:50:33 main:574] : INFO : Epoch 81 | loss: 6.90036e-05 | val_loss: 7.08052e-05 | Time: 6435.47 ms [2020-11-11 11:50:39 main:574] : INFO : Epoch 82 | loss: 6.87841e-05 | val_loss: 7.13992e-05 | Time: 6200.84 ms [2020-11-11 11:50:45 main:574] : INFO : Epoch 83 | loss: 6.83117e-05 | val_loss: 6.93846e-05 | Time: 6230.32 ms [2020-11-11 11:50:52 main:574] : INFO : Epoch 84 | loss: 6.78627e-05 | val_loss: 7.0018e-05 | Time: 6288.74 ms [2020-11-11 11:50:58 main:574] : INFO : Epoch 85 | loss: 6.75385e-05 | val_loss: 6.92124e-05 | Time: 6452.79 ms [2020-11-11 11:51:05 main:574] : INFO : Epoch 86 | loss: 6.68133e-05 | val_loss: 6.88416e-05 | Time: 6544.47 ms [2020-11-11 11:51:11 main:574] : INFO : Epoch 87 | loss: 6.68697e-05 | val_loss: 6.78143e-05 | Time: 6504.55 ms [2020-11-11 11:51:18 main:574] : INFO : Epoch 88 | loss: 6.63184e-05 | val_loss: 6.78847e-05 | Time: 6422.59 ms [2020-11-11 11:51:24 main:574] : INFO : Epoch 89 | loss: 6.57558e-05 | val_loss: 6.76845e-05 | Time: 6119.75 ms [2020-11-11 11:51:30 main:574] : INFO : Epoch 90 | loss: 6.54745e-05 | val_loss: 6.71705e-05 | Time: 6266.17 ms [2020-11-11 11:51:36 main:574] : INFO : Epoch 91 | loss: 6.48661e-05 | val_loss: 6.61655e-05 | Time: 6240.7 ms [2020-11-11 11:51:43 main:574] : INFO : Epoch 92 | loss: 6.46824e-05 | val_loss: 6.49969e-05 | Time: 6160.08 ms [2020-11-11 11:51:49 main:574] : INFO : Epoch 93 | loss: 6.41489e-05 | val_loss: 6.45623e-05 | Time: 6256.55 ms [2020-11-11 11:51:55 main:574] : INFO : Epoch 94 | loss: 6.38069e-05 | val_loss: 6.58833e-05 | Time: 6347.69 ms [2020-11-11 11:52:02 main:574] : INFO : Epoch 95 | loss: 6.33632e-05 | val_loss: 6.48966e-05 | Time: 6181.65 ms [2020-11-11 11:52:08 main:574] : INFO : Epoch 96 | loss: 6.28109e-05 | val_loss: 6.43879e-05 | Time: 6466.8 ms [2020-11-11 11:52:14 main:574] : INFO : Epoch 97 | loss: 6.25056e-05 | val_loss: 6.39603e-05 | Time: 6115.05 ms [2020-11-11 11:52:21 main:574] : INFO : Epoch 98 | loss: 6.25932e-05 | val_loss: 6.43156e-05 | Time: 6231.31 ms [2020-11-11 11:52:27 main:574] : INFO : Epoch 99 | loss: 6.20332e-05 | val_loss: 6.56091e-05 | Time: 6324.48 ms [2020-11-11 11:52:33 main:574] : INFO : Epoch 100 | loss: 6.15972e-05 | val_loss: 6.23288e-05 | Time: 6291.12 ms [2020-11-11 11:52:40 main:574] : INFO : Epoch 101 | loss: 6.13825e-05 | val_loss: 6.35312e-05 | Time: 6245.56 ms [2020-11-11 11:52:46 main:574] : INFO : Epoch 102 | loss: 6.08189e-05 | val_loss: 6.20861e-05 | Time: 6140.35 ms [2020-11-11 11:52:52 main:574] : INFO : Epoch 103 | loss: 6.04869e-05 | val_loss: 6.1848e-05 | Time: 6223.26 ms [2020-11-11 11:52:58 main:574] : INFO : Epoch 104 | loss: 6.01415e-05 | val_loss: 6.15335e-05 | Time: 6357.63 ms [2020-11-11 11:53:05 main:574] : INFO : Epoch 105 | loss: 6.07652e-05 | val_loss: 6.21492e-05 | Time: 6165.21 ms [2020-11-11 11:53:11 main:574] : INFO : Epoch 106 | loss: 5.99451e-05 | val_loss: 6.21876e-05 | Time: 6122.33 ms [2020-11-11 11:53:17 main:574] : INFO : Epoch 107 | loss: 5.9422e-05 | val_loss: 6.0443e-05 | Time: 6399.45 ms [2020-11-11 11:53:24 main:574] : INFO : Epoch 108 | loss: 5.90653e-05 | val_loss: 6.09849e-05 | Time: 6240.2 ms [2020-11-11 11:53:30 main:574] : INFO : Epoch 109 | loss: 5.85497e-05 | val_loss: 6.03393e-05 | Time: 6170.7 ms [2020-11-11 11:53:36 main:574] : INFO : Epoch 110 | loss: 5.82305e-05 | val_loss: 6.02562e-05 | Time: 6285.75 ms [2020-11-11 11:53:42 main:574] : INFO : Epoch 111 | loss: 5.77088e-05 | val_loss: 6.01468e-05 | Time: 6327.46 ms [2020-11-11 11:53:49 main:574] : INFO : Epoch 112 | loss: 5.77426e-05 | val_loss: 6.14841e-05 | Time: 6374.87 ms [2020-11-11 11:53:55 main:574] : INFO : Epoch 113 | loss: 5.74772e-05 | val_loss: 5.97209e-05 | Time: 6313.84 ms [2020-11-11 11:54:02 main:574] : INFO : Epoch 114 | loss: 5.67183e-05 | val_loss: 5.83125e-05 | Time: 6327.27 ms [2020-11-11 11:54:08 main:574] : INFO : Epoch 115 | loss: 5.65914e-05 | val_loss: 5.88595e-05 | Time: 6327.14 ms [2020-11-11 11:54:14 main:574] : INFO : Epoch 116 | loss: 5.63748e-05 | val_loss: 5.80521e-05 | Time: 6207.71 ms [2020-11-11 11:54:21 main:574] : INFO : Epoch 117 | loss: 5.59878e-05 | val_loss: 5.71342e-05 | Time: 6155.7 ms [2020-11-11 11:54:27 main:574] : INFO : Epoch 118 | loss: 5.60244e-05 | val_loss: 5.94442e-05 | Time: 6723.03 ms [2020-11-11 11:54:34 main:574] : INFO : Epoch 119 | loss: 5.56306e-05 | val_loss: 5.95801e-05 | Time: 6501.15 ms [2020-11-11 11:54:40 main:574] : INFO : Epoch 120 | loss: 5.53239e-05 | val_loss: 5.62735e-05 | Time: 6225.28 ms [2020-11-11 11:54:47 main:574] : INFO : Epoch 121 | loss: 5.474e-05 | val_loss: 5.70178e-05 | Time: 6215.27 ms [2020-11-11 11:54:53 main:574] : INFO : Epoch 122 | loss: 5.45021e-05 | val_loss: 5.57264e-05 | Time: 6140.4 ms [2020-11-11 11:54:59 main:574] : INFO : Epoch 123 | loss: 5.42918e-05 | val_loss: 5.62039e-05 | Time: 6103.5 ms [2020-11-11 11:55:05 main:574] : INFO : Epoch 124 | loss: 5.45206e-05 | val_loss: 5.65763e-05 | Time: 6389.67 ms [2020-11-11 11:55:12 main:574] : INFO : Epoch 125 | loss: 5.42069e-05 | val_loss: 5.53459e-05 | Time: 6251.67 ms [2020-11-11 11:55:18 main:574] : INFO : Epoch 126 | loss: 5.37459e-05 | val_loss: 5.48237e-05 | Time: 6361.35 ms [2020-11-11 11:55:25 main:574] : INFO : Epoch 127 | loss: 5.35143e-05 | val_loss: 5.59121e-05 | Time: 6454.8 ms [2020-11-11 11:55:31 main:574] : INFO : Epoch 128 | loss: 5.31995e-05 | val_loss: 5.43762e-05 | Time: 6293.58 ms [2020-11-11 11:55:37 main:574] : INFO : Epoch 129 | loss: 5.28193e-05 | val_loss: 5.43099e-05 | Time: 6203.93 ms [2020-11-11 11:55:43 main:574] : INFO : Epoch 130 | loss: 5.27276e-05 | val_loss: 5.52126e-05 | Time: 6181.18 ms [2020-11-11 11:55:50 main:574] : INFO : Epoch 131 | loss: 5.23787e-05 | val_loss: 5.41651e-05 | Time: 6183.85 ms [2020-11-11 11:55:56 main:574] : INFO : Epoch 132 | loss: 5.21737e-05 | val_loss: 5.50914e-05 | Time: 6191.58 ms [2020-11-11 11:56:02 main:574] : INFO : Epoch 133 | loss: 5.21329e-05 | val_loss: 5.4353e-05 | Time: 6079.12 ms [2020-11-11 11:56:08 main:574] : INFO : Epoch 134 | loss: 5.16791e-05 | val_loss: 5.30298e-05 | Time: 6196 ms [2020-11-11 11:56:14 main:574] : INFO : Epoch 135 | loss: 5.12405e-05 | val_loss: 5.34277e-05 | Time: 6193.9 ms [2020-11-11 11:56:21 main:574] : INFO : Epoch 136 | loss: 5.1428e-05 | val_loss: 5.26458e-05 | Time: 6181.43 ms [2020-11-11 11:56:27 main:574] : INFO : Epoch 137 | loss: 5.09216e-05 | val_loss: 5.34582e-05 | Time: 6055.46 ms [2020-11-11 11:56:33 main:574] : INFO : Epoch 138 | loss: 5.07623e-05 | val_loss: 5.22098e-05 | Time: 6217.43 ms [2020-11-11 11:56:39 main:574] : INFO : Epoch 139 | loss: 4.99743e-05 | val_loss: 5.17243e-05 | Time: 6174.55 ms [2020-11-11 11:56:46 main:574] : INFO : Epoch 140 | loss: 4.98322e-05 | val_loss: 5.19384e-05 | Time: 6312.59 ms [2020-11-11 11:56:52 main:574] : INFO : Epoch 141 | loss: 5.00008e-05 | val_loss: 5.17624e-05 | Time: 6389.53 ms [2020-11-11 11:56:58 main:574] : INFO : Epoch 142 | loss: 4.9611e-05 | val_loss: 5.1204e-05 | Time: 6164.52 ms [2020-11-11 11:57:05 main:574] : INFO : Epoch 143 | loss: 4.94681e-05 | val_loss: 5.4605e-05 | Time: 6277.47 ms [2020-11-11 11:57:11 main:574] : INFO : Epoch 144 | loss: 5.17061e-05 | val_loss: 5.09908e-05 | Time: 6094.26 ms [2020-11-11 11:57:17 main:574] : INFO : Epoch 145 | loss: 4.90182e-05 | val_loss: 5.08455e-05 | Time: 6291.22 ms [2020-11-11 11:57:23 main:574] : INFO : Epoch 146 | loss: 4.86992e-05 | val_loss: 4.95529e-05 | Time: 6257.87 ms [2020-11-11 11:57:30 main:574] : INFO : Epoch 147 | loss: 4.86359e-05 | val_loss: 5.04806e-05 | Time: 6125.18 ms [2020-11-11 11:57:36 main:574] : INFO : Epoch 148 | loss: 4.8854e-05 | val_loss: 5.13415e-05 | Time: 6025.8 ms [2020-11-11 11:57:42 main:574] : INFO : Epoch 149 | loss: 4.83303e-05 | val_loss: 5.00709e-05 | Time: 6095.69 ms [2020-11-11 11:57:48 main:574] : INFO : Epoch 150 | loss: 4.78383e-05 | val_loss: 5.05418e-05 | Time: 6145.48 ms [2020-11-11 11:57:54 main:574] : INFO : Epoch 151 | loss: 4.78199e-05 | val_loss: 4.94636e-05 | Time: 6158.67 ms [2020-11-11 11:58:00 main:574] : INFO : Epoch 152 | loss: 4.76115e-05 | val_loss: 4.92042e-05 | Time: 6126.39 ms [2020-11-11 11:58:07 main:574] : INFO : Epoch 153 | loss: 4.70813e-05 | val_loss: 4.86513e-05 | Time: 6132.29 ms [2020-11-11 11:58:13 main:574] : INFO : Epoch 154 | loss: 4.70819e-05 | val_loss: 4.82813e-05 | Time: 6159.98 ms [2020-11-11 11:58:19 main:574] : INFO : Epoch 155 | loss: 4.64424e-05 | val_loss: 4.92249e-05 | Time: 6060.3 ms [2020-11-11 11:58:25 main:574] : INFO : Epoch 156 | loss: 4.68349e-05 | val_loss: 4.94552e-05 | Time: 5997.1 ms [2020-11-11 11:58:31 main:574] : INFO : Epoch 157 | loss: 4.68289e-05 | val_loss: 4.77593e-05 | Time: 6059.31 ms [2020-11-11 11:58:37 main:574] : INFO : Epoch 158 | loss: 4.64965e-05 | val_loss: 4.97687e-05 | Time: 6274.46 ms [2020-11-11 11:58:44 main:574] : INFO : Epoch 159 | loss: 4.71574e-05 | val_loss: 4.83619e-05 | Time: 6332.88 ms [2020-11-11 11:58:50 main:574] : INFO : Epoch 160 | loss: 4.59307e-05 | val_loss: 4.8425e-05 | Time: 6064.19 ms [2020-11-11 11:58:56 main:574] : INFO : Epoch 161 | loss: 4.54613e-05 | val_loss: 4.82047e-05 | Time: 6241.25 ms [2020-11-11 11:59:03 main:574] : INFO : Epoch 162 | loss: 4.58318e-05 | val_loss: 4.77929e-05 | Time: 6483.77 ms [2020-11-11 11:59:09 main:574] : INFO : Epoch 163 | loss: 4.5628e-05 | val_loss: 4.70713e-05 | Time: 6380.8 ms [2020-11-11 11:59:15 main:574] : INFO : Epoch 164 | loss: 4.53569e-05 | val_loss: 4.74003e-05 | Time: 6077.49 ms [2020-11-11 11:59:22 main:574] : INFO : Epoch 165 | loss: 4.49522e-05 | val_loss: 4.91631e-05 | Time: 6224.88 ms [2020-11-11 11:59:28 main:574] : INFO : Epoch 166 | loss: 4.50282e-05 | val_loss: 4.64773e-05 | Time: 6290.32 ms [2020-11-11 11:59:34 main:574] : INFO : Epoch 167 | loss: 4.49569e-05 | val_loss: 4.61188e-05 | Time: 6183.74 ms [2020-11-11 11:59:40 main:574] : INFO : Epoch 168 | loss: 4.44854e-05 | val_loss: 4.55108e-05 | Time: 6150.38 ms [2020-11-11 11:59:46 main:574] : INFO : Epoch 169 | loss: 4.51316e-05 | val_loss: 5.15165e-05 | Time: 5953.55 ms [2020-11-11 11:59:53 main:574] : INFO : Epoch 170 | loss: 4.61501e-05 | val_loss: 4.74434e-05 | Time: 6241.02 ms [2020-11-11 11:59:59 main:574] : INFO : Epoch 171 | loss: 4.43198e-05 | val_loss: 4.63244e-05 | Time: 6066.6 ms [2020-11-11 12:00:05 main:574] : INFO : Epoch 172 | loss: 4.39626e-05 | val_loss: 4.57275e-05 | Time: 6203.03 ms [2020-11-11 12:00:11 main:574] : INFO : Epoch 173 | loss: 4.35325e-05 | val_loss: 4.53478e-05 | Time: 6379.3 ms [2020-11-11 12:00:18 main:574] : INFO : Epoch 174 | loss: 4.33307e-05 | val_loss: 4.59102e-05 | Time: 6170.62 ms [2020-11-11 12:00:24 main:574] : INFO : Epoch 175 | loss: 4.32634e-05 | val_loss: 4.52222e-05 | Time: 6219.87 ms [2020-11-11 12:00:30 main:574] : INFO : Epoch 176 | loss: 4.30479e-05 | val_loss: 4.59383e-05 | Time: 6205.51 ms [2020-11-11 12:00:36 main:574] : INFO : Epoch 177 | loss: 4.29674e-05 | val_loss: 4.51203e-05 | Time: 6148.39 ms [2020-11-11 12:00:42 main:574] : INFO : Epoch 178 | loss: 4.28994e-05 | val_loss: 4.55698e-05 | Time: 5970.76 ms [2020-11-11 12:00:49 main:574] : INFO : Epoch 179 | loss: 4.25955e-05 | val_loss: 4.55116e-05 | Time: 6195.37 ms [2020-11-11 12:00:55 main:574] : INFO : Epoch 180 | loss: 4.23129e-05 | val_loss: 4.53746e-05 | Time: 6182.19 ms [2020-11-11 12:01:01 main:574] : INFO : Epoch 181 | loss: 4.21434e-05 | val_loss: 4.48098e-05 | Time: 6112.02 ms [2020-11-11 12:01:07 main:574] : INFO : Epoch 182 | loss: 4.21721e-05 | val_loss: 4.45673e-05 | Time: 5927.15 ms [2020-11-11 12:01:13 main:574] : INFO : Epoch 183 | loss: 4.20779e-05 | val_loss: 4.40409e-05 | Time: 6101.16 ms [2020-11-11 12:01:19 main:574] : INFO : Epoch 184 | loss: 4.18177e-05 | val_loss: 4.43563e-05 | Time: 6055.79 ms [2020-11-11 12:01:25 main:574] : INFO : Epoch 185 | loss: 4.22477e-05 | val_loss: 4.37706e-05 | Time: 6186.73 ms [2020-11-11 12:01:32 main:574] : INFO : Epoch 186 | loss: 4.20847e-05 | val_loss: 4.46129e-05 | Time: 6254.91 ms [2020-11-11 12:01:38 main:574] : INFO : Epoch 187 | loss: 4.12781e-05 | val_loss: 4.29899e-05 | Time: 6071.69 ms [2020-11-11 12:01:44 main:574] : INFO : Epoch 188 | loss: 4.11241e-05 | val_loss: 4.30153e-05 | Time: 6084.36 ms [2020-11-11 12:01:50 main:574] : INFO : Epoch 189 | loss: 4.09407e-05 | val_loss: 4.28359e-05 | Time: 6252.58 ms [2020-11-11 12:01:56 main:574] : INFO : Epoch 190 | loss: 4.08685e-05 | val_loss: 4.27804e-05 | Time: 6052.91 ms [2020-11-11 12:02:03 main:574] : INFO : Epoch 191 | loss: 4.05681e-05 | val_loss: 4.26559e-05 | Time: 6380.42 ms [2020-11-11 12:02:09 main:574] : INFO : Epoch 192 | loss: 4.13737e-05 | val_loss: 4.26326e-05 | Time: 6020.99 ms [2020-11-11 12:02:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.26326e-05 [2020-11-11 12:02:09 main:603] : INFO : Saving end state to config to file [2020-11-11 12:02:09 main:608] : INFO : Success, exiting.. 12:02:09 (3492): 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)