Task 3051056
| Name | rand_automata_0009-1605113618-30713-1_2 |
| Workunit | 1341285 |
| Created | 24 Nov 2020, 14:31:33 UTC |
| Sent | 24 Nov 2020, 16:03:40 UTC |
| Report deadline | 1 Dec 2020, 16:03:40 UTC |
| Received | 24 Nov 2020, 16:48:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 19 min 4 sec |
| CPU time | 18 min 43 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 4,497.78 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.96 GB |
| Peak swap size | 3.87 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1650 SUPER) [2020-11-24 11:06:04 main:435] : INFO : Set logging level to 1 [2020-11-24 11:06:04 main:441] : INFO : Running in BOINC Client mode [2020-11-24 11:06:04 main:444] : INFO : Resolving all filenames [2020-11-24 11:06:04 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0009-train-val-dataset.hdf5 (exists = 1) [2020-11-24 11:06:04 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0009-1605113618-30713-1_2_r1469395460_1 (exists = 0) [2020-11-24 11:06:04 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0009-1605113618-30713-1_2_r1469395460_0 (exists = 0) [2020-11-24 11:06:04 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0009-1605113618-30713-1 (exists = 1) [2020-11-24 11:06:04 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-24 11:06:04 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0009-train-val-dataset.hdf5 [2020-11-24 11:06:04 main:474] : INFO : Configuration: [2020-11-24 11:06:04 main:475] : INFO : Model type: LSTM [2020-11-24 11:06:04 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-24 11:06:04 main:477] : INFO : Max Epochs: 192 [2020-11-24 11:06:04 main:478] : INFO : Batch Size: 32 [2020-11-24 11:06:04 main:479] : INFO : Learning Rate: 0.001 [2020-11-24 11:06:04 main:480] : INFO : Patience: 10 [2020-11-24 11:06:04 main:481] : INFO : Hidden Width: 64 [2020-11-24 11:06:04 main:482] : INFO : # Recurrent Layers: 4 [2020-11-24 11:06:04 main:483] : INFO : # Backend Layers: 2 [2020-11-24 11:06:04 main:484] : INFO : # Threads: 1 [2020-11-24 11:06:04 main:486] : INFO : Preparing Dataset [2020-11-24 11:06:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0009-train-val-dataset.hdf5 into memory [2020-11-24 11:06:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0009-train-val-dataset.hdf5 into memory [2020-11-24 11:06:06 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-24 11:06:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0009-train-val-dataset.hdf5 into memory [2020-11-24 11:06:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0009-train-val-dataset.hdf5 into memory [2020-11-24 11:06:06 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-24 11:06:06 main:494] : INFO : Creating Model [2020-11-24 11:06:06 main:507] : INFO : Preparing config file [2020-11-24 11:06:06 main:519] : INFO : Creating new config file [2020-11-24 11:06:06 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-24 11:06:07 main:559] : INFO : Loading DataLoader into Memory [2020-11-24 11:06:07 main:562] : INFO : Starting Training [2020-11-24 11:06:14 main:574] : INFO : Epoch 1 | loss: 0.000129437 | val_loss: 0.000108637 | Time: 7090.23 ms [2020-11-24 11:06:21 main:574] : INFO : Epoch 2 | loss: 0.000105269 | val_loss: 0.000109685 | Time: 6703.65 ms [2020-11-24 11:06:27 main:574] : INFO : Epoch 3 | loss: 0.000105902 | val_loss: 0.00010967 | Time: 6635.14 ms [2020-11-24 11:06:34 main:574] : INFO : Epoch 4 | loss: 0.000105715 | val_loss: 0.000117495 | Time: 6573.94 ms [2020-11-24 11:06:40 main:574] : INFO : Epoch 5 | loss: 0.000106918 | val_loss: 0.000107054 | Time: 6339.79 ms [2020-11-24 11:06:47 main:574] : INFO : Epoch 6 | loss: 0.000104165 | val_loss: 0.000107368 | Time: 6441.88 ms [2020-11-24 11:06:53 main:574] : INFO : Epoch 7 | loss: 0.000103246 | val_loss: 0.00011318 | Time: 6364.55 ms [2020-11-24 11:06:59 main:574] : INFO : Epoch 8 | loss: 0.000103734 | val_loss: 0.00010641 | Time: 6164.25 ms [2020-11-24 11:07:05 main:574] : INFO : Epoch 9 | loss: 0.000102121 | val_loss: 0.000103928 | Time: 6212.91 ms [2020-11-24 11:07:12 main:574] : INFO : Epoch 10 | loss: 0.000100893 | val_loss: 0.000103311 | Time: 6387.09 ms [2020-11-24 11:07:18 main:574] : INFO : Epoch 11 | loss: 0.000100901 | val_loss: 0.0001039 | Time: 6301.86 ms [2020-11-24 11:07:24 main:574] : INFO : Epoch 12 | loss: 9.94198e-05 | val_loss: 0.000101459 | Time: 6244.53 ms [2020-11-24 11:07:31 main:574] : INFO : Epoch 13 | loss: 9.84051e-05 | val_loss: 9.99049e-05 | Time: 6118.09 ms [2020-11-24 11:07:36 main:574] : INFO : Epoch 14 | loss: 9.78238e-05 | val_loss: 0.000101486 | Time: 5846.74 ms [2020-11-24 11:07:42 main:574] : INFO : Epoch 15 | loss: 9.63164e-05 | val_loss: 9.97516e-05 | Time: 5843.7 ms [2020-11-24 11:07:48 main:574] : INFO : Epoch 16 | loss: 9.55794e-05 | val_loss: 9.77299e-05 | Time: 5826.24 ms [2020-11-24 11:07:54 main:574] : INFO : Epoch 17 | loss: 9.44095e-05 | val_loss: 0.000100618 | Time: 5934.84 ms [2020-11-24 11:08:00 main:574] : INFO : Epoch 18 | loss: 9.3567e-05 | val_loss: 9.66e-05 | Time: 5792.16 ms [2020-11-24 11:08:06 main:574] : INFO : Epoch 19 | loss: 9.2884e-05 | val_loss: 9.96665e-05 | Time: 5858.81 ms [2020-11-24 11:08:12 main:574] : INFO : Epoch 20 | loss: 9.39273e-05 | val_loss: 9.47718e-05 | Time: 5929.8 ms [2020-11-24 11:08:18 main:574] : INFO : Epoch 21 | loss: 9.34274e-05 | val_loss: 9.35647e-05 | Time: 5910.95 ms [2020-11-24 11:08:24 main:574] : INFO : Epoch 22 | loss: 9.03415e-05 | val_loss: 9.40437e-05 | Time: 5990.46 ms [2020-11-24 11:08:29 main:574] : INFO : Epoch 23 | loss: 8.98742e-05 | val_loss: 9.30333e-05 | Time: 5768.92 ms [2020-11-24 11:08:35 main:574] : INFO : Epoch 24 | loss: 9.04008e-05 | val_loss: 9.19871e-05 | Time: 5847.28 ms [2020-11-24 11:08:41 main:574] : INFO : Epoch 25 | loss: 8.88057e-05 | val_loss: 9.03349e-05 | Time: 5834.11 ms [2020-11-24 11:08:47 main:574] : INFO : Epoch 26 | loss: 8.73644e-05 | val_loss: 9.28597e-05 | Time: 5767.47 ms [2020-11-24 11:08:53 main:574] : INFO : Epoch 27 | loss: 8.75019e-05 | val_loss: 9.16104e-05 | Time: 5863.17 ms [2020-11-24 11:08:59 main:574] : INFO : Epoch 28 | loss: 8.65698e-05 | val_loss: 9.1009e-05 | Time: 5754.79 ms [2020-11-24 11:09:05 main:574] : INFO : Epoch 29 | loss: 8.59494e-05 | val_loss: 8.69706e-05 | Time: 6032.63 ms [2020-11-24 11:09:11 main:574] : INFO : Epoch 30 | loss: 8.40564e-05 | val_loss: 8.73788e-05 | Time: 6002.17 ms [2020-11-24 11:09:17 main:574] : INFO : Epoch 31 | loss: 8.74784e-05 | val_loss: 8.72024e-05 | Time: 6103.91 ms [2020-11-24 11:09:23 main:574] : INFO : Epoch 32 | loss: 8.36351e-05 | val_loss: 8.58959e-05 | Time: 5986.01 ms [2020-11-24 11:09:29 main:574] : INFO : Epoch 33 | loss: 8.38154e-05 | val_loss: 8.42659e-05 | Time: 5946.35 ms [2020-11-24 11:09:35 main:574] : INFO : Epoch 34 | loss: 8.16595e-05 | val_loss: 8.59696e-05 | Time: 5853.77 ms [2020-11-24 11:09:40 main:574] : INFO : Epoch 35 | loss: 0.000395162 | val_loss: 0.000161651 | Time: 5770.18 ms [2020-11-24 11:09:46 main:574] : INFO : Epoch 36 | loss: 0.000103429 | val_loss: 8.91516e-05 | Time: 5796.99 ms [2020-11-24 11:09:52 main:574] : INFO : Epoch 37 | loss: 8.29897e-05 | val_loss: 8.38584e-05 | Time: 5839.85 ms [2020-11-24 11:09:58 main:574] : INFO : Epoch 38 | loss: 7.91642e-05 | val_loss: 8.11724e-05 | Time: 5910.8 ms [2020-11-24 11:10:04 main:574] : INFO : Epoch 39 | loss: 7.74954e-05 | val_loss: 7.96e-05 | Time: 5902.07 ms [2020-11-24 11:10:10 main:574] : INFO : Epoch 40 | loss: 7.69649e-05 | val_loss: 7.91694e-05 | Time: 5844.47 ms [2020-11-24 11:10:15 main:574] : INFO : Epoch 41 | loss: 7.60645e-05 | val_loss: 7.94502e-05 | Time: 5852.76 ms [2020-11-24 11:10:22 main:574] : INFO : Epoch 42 | loss: 7.62088e-05 | val_loss: 7.88191e-05 | Time: 6021.55 ms [2020-11-24 11:10:27 main:574] : INFO : Epoch 43 | loss: 7.57947e-05 | val_loss: 7.84213e-05 | Time: 5744.57 ms [2020-11-24 11:10:33 main:574] : INFO : Epoch 44 | loss: 7.55717e-05 | val_loss: 8.0034e-05 | Time: 5778.84 ms [2020-11-24 11:10:39 main:574] : INFO : Epoch 45 | loss: 7.52551e-05 | val_loss: 7.84564e-05 | Time: 6078.66 ms [2020-11-24 11:10:45 main:574] : INFO : Epoch 46 | loss: 7.57648e-05 | val_loss: 7.83209e-05 | Time: 5896.07 ms [2020-11-24 11:10:51 main:574] : INFO : Epoch 47 | loss: 7.48933e-05 | val_loss: 7.87152e-05 | Time: 5663.96 ms [2020-11-24 11:10:57 main:574] : INFO : Epoch 48 | loss: 7.51714e-05 | val_loss: 7.71481e-05 | Time: 5763.12 ms [2020-11-24 11:11:02 main:574] : INFO : Epoch 49 | loss: 7.50069e-05 | val_loss: 7.74695e-05 | Time: 5771.64 ms [2020-11-24 11:11:08 main:574] : INFO : Epoch 50 | loss: 7.47048e-05 | val_loss: 7.79537e-05 | Time: 5997.28 ms [2020-11-24 11:11:14 main:574] : INFO : Epoch 51 | loss: 7.52948e-05 | val_loss: 7.80839e-05 | Time: 5623.1 ms [2020-11-24 11:11:20 main:574] : INFO : Epoch 52 | loss: 7.40439e-05 | val_loss: 7.72582e-05 | Time: 5625.65 ms [2020-11-24 11:11:25 main:574] : INFO : Epoch 53 | loss: 7.41277e-05 | val_loss: 7.67213e-05 | Time: 5820.51 ms [2020-11-24 11:11:31 main:574] : INFO : Epoch 54 | loss: 7.41827e-05 | val_loss: 7.51557e-05 | Time: 5711.64 ms [2020-11-24 11:11:37 main:574] : INFO : Epoch 55 | loss: 7.32187e-05 | val_loss: 7.4841e-05 | Time: 5922.37 ms [2020-11-24 11:11:43 main:574] : INFO : Epoch 56 | loss: 7.30658e-05 | val_loss: 7.48704e-05 | Time: 5822.49 ms [2020-11-24 11:11:49 main:574] : INFO : Epoch 57 | loss: 7.26748e-05 | val_loss: 7.55304e-05 | Time: 5857.1 ms [2020-11-24 11:11:54 main:574] : INFO : Epoch 58 | loss: 7.3665e-05 | val_loss: 7.41337e-05 | Time: 5683.08 ms [2020-11-24 11:12:00 main:574] : INFO : Epoch 59 | loss: 7.2323e-05 | val_loss: 7.48468e-05 | Time: 5691.44 ms [2020-11-24 11:12:06 main:574] : INFO : Epoch 60 | loss: 7.2366e-05 | val_loss: 7.33776e-05 | Time: 5656.19 ms [2020-11-24 11:12:12 main:574] : INFO : Epoch 61 | loss: 7.11375e-05 | val_loss: 7.42644e-05 | Time: 5855.92 ms [2020-11-24 11:12:18 main:574] : INFO : Epoch 62 | loss: 7.14065e-05 | val_loss: 7.24419e-05 | Time: 5935.11 ms [2020-11-24 11:12:23 main:574] : INFO : Epoch 63 | loss: 9.77264e-05 | val_loss: 7.29571e-05 | Time: 5780.88 ms [2020-11-24 11:12:29 main:574] : INFO : Epoch 64 | loss: 6.85328e-05 | val_loss: 7.19213e-05 | Time: 5776.95 ms [2020-11-24 11:12:35 main:574] : INFO : Epoch 65 | loss: 6.84657e-05 | val_loss: 7.03404e-05 | Time: 5756.44 ms [2020-11-24 11:12:41 main:574] : INFO : Epoch 66 | loss: 6.81719e-05 | val_loss: 7.1612e-05 | Time: 5635.98 ms [2020-11-24 11:12:46 main:574] : INFO : Epoch 67 | loss: 6.81605e-05 | val_loss: 6.96764e-05 | Time: 5807.08 ms [2020-11-24 11:12:52 main:574] : INFO : Epoch 68 | loss: 6.87122e-05 | val_loss: 7.01783e-05 | Time: 6003.49 ms [2020-11-24 11:12:58 main:574] : INFO : Epoch 69 | loss: 6.78898e-05 | val_loss: 7.00166e-05 | Time: 5834.52 ms [2020-11-24 11:13:04 main:574] : INFO : Epoch 70 | loss: 6.76897e-05 | val_loss: 6.91527e-05 | Time: 5910.1 ms [2020-11-24 11:13:10 main:574] : INFO : Epoch 71 | loss: 7.12755e-05 | val_loss: 6.74085e-05 | Time: 5776 ms [2020-11-24 11:13:16 main:574] : INFO : Epoch 72 | loss: 6.59235e-05 | val_loss: 6.8333e-05 | Time: 5895.72 ms [2020-11-24 11:13:22 main:574] : INFO : Epoch 73 | loss: 6.66876e-05 | val_loss: 6.81689e-05 | Time: 5839.82 ms [2020-11-24 11:13:27 main:574] : INFO : Epoch 74 | loss: 6.54044e-05 | val_loss: 6.99234e-05 | Time: 5712.68 ms [2020-11-24 11:13:33 main:574] : INFO : Epoch 75 | loss: 6.69601e-05 | val_loss: 6.76961e-05 | Time: 5788.96 ms [2020-11-24 11:13:39 main:574] : INFO : Epoch 76 | loss: 6.44661e-05 | val_loss: 6.75942e-05 | Time: 5817.2 ms [2020-11-24 11:13:45 main:574] : INFO : Epoch 77 | loss: 6.39156e-05 | val_loss: 6.92924e-05 | Time: 5806.13 ms [2020-11-24 11:13:51 main:574] : INFO : Epoch 78 | loss: 6.75368e-05 | val_loss: 6.60873e-05 | Time: 5674.64 ms [2020-11-24 11:13:56 main:574] : INFO : Epoch 79 | loss: 6.41047e-05 | val_loss: 6.53678e-05 | Time: 5747.15 ms [2020-11-24 11:14:02 main:574] : INFO : Epoch 80 | loss: 6.3644e-05 | val_loss: 6.67062e-05 | Time: 5844.03 ms [2020-11-24 11:14:08 main:574] : INFO : Epoch 81 | loss: 6.3223e-05 | val_loss: 6.543e-05 | Time: 5824.11 ms [2020-11-24 11:14:14 main:574] : INFO : Epoch 82 | loss: 6.26209e-05 | val_loss: 7.33803e-05 | Time: 5736.43 ms [2020-11-24 11:14:20 main:574] : INFO : Epoch 83 | loss: 6.34174e-05 | val_loss: 6.83569e-05 | Time: 5786.72 ms [2020-11-24 11:14:25 main:574] : INFO : Epoch 84 | loss: 6.34191e-05 | val_loss: 6.44263e-05 | Time: 5741.21 ms [2020-11-24 11:14:31 main:574] : INFO : Epoch 85 | loss: 6.39036e-05 | val_loss: 6.33862e-05 | Time: 5767.16 ms [2020-11-24 11:14:37 main:574] : INFO : Epoch 86 | loss: 6.21979e-05 | val_loss: 6.42105e-05 | Time: 5935.68 ms [2020-11-24 11:14:43 main:574] : INFO : Epoch 87 | loss: 6.25075e-05 | val_loss: 6.39491e-05 | Time: 5657.35 ms [2020-11-24 11:14:48 main:574] : INFO : Epoch 88 | loss: 6.0998e-05 | val_loss: 6.36593e-05 | Time: 5655.27 ms [2020-11-24 11:14:54 main:574] : INFO : Epoch 89 | loss: 6.05037e-05 | val_loss: 6.19911e-05 | Time: 5829.13 ms [2020-11-24 11:15:00 main:574] : INFO : Epoch 90 | loss: 5.98122e-05 | val_loss: 6.16493e-05 | Time: 5845.09 ms [2020-11-24 11:15:06 main:574] : INFO : Epoch 91 | loss: 6.01353e-05 | val_loss: 6.18765e-05 | Time: 5738.1 ms [2020-11-24 11:15:12 main:574] : INFO : Epoch 92 | loss: 5.99853e-05 | val_loss: 6.06995e-05 | Time: 5869.21 ms [2020-11-24 11:15:18 main:574] : INFO : Epoch 93 | loss: 5.99097e-05 | val_loss: 6.1199e-05 | Time: 5903.96 ms [2020-11-24 11:15:23 main:574] : INFO : Epoch 94 | loss: 6.04414e-05 | val_loss: 6.00829e-05 | Time: 5816.11 ms [2020-11-24 11:15:29 main:574] : INFO : Epoch 95 | loss: 5.88445e-05 | val_loss: 6.02794e-05 | Time: 5846.03 ms [2020-11-24 11:15:35 main:574] : INFO : Epoch 96 | loss: 5.7986e-05 | val_loss: 6.04283e-05 | Time: 5757.13 ms [2020-11-24 11:15:41 main:574] : INFO : Epoch 97 | loss: 5.8617e-05 | val_loss: 5.98416e-05 | Time: 5794.46 ms [2020-11-24 11:15:47 main:574] : INFO : Epoch 98 | loss: 5.84208e-05 | val_loss: 5.92276e-05 | Time: 6043.47 ms [2020-11-24 11:15:53 main:574] : INFO : Epoch 99 | loss: 5.64467e-05 | val_loss: 5.9058e-05 | Time: 5899.2 ms [2020-11-24 11:15:59 main:574] : INFO : Epoch 100 | loss: 5.79532e-05 | val_loss: 5.91033e-05 | Time: 5649.48 ms [2020-11-24 11:16:04 main:574] : INFO : Epoch 101 | loss: 5.77337e-05 | val_loss: 5.79578e-05 | Time: 5854.89 ms [2020-11-24 11:16:10 main:574] : INFO : Epoch 102 | loss: 5.60036e-05 | val_loss: 5.94325e-05 | Time: 5719.52 ms [2020-11-24 11:16:16 main:574] : INFO : Epoch 103 | loss: 6.12149e-05 | val_loss: 5.82303e-05 | Time: 5986.46 ms [2020-11-24 11:16:22 main:574] : INFO : Epoch 104 | loss: 5.91227e-05 | val_loss: 5.73037e-05 | Time: 5955.77 ms [2020-11-24 11:16:28 main:574] : INFO : Epoch 105 | loss: 5.49193e-05 | val_loss: 5.71176e-05 | Time: 5865.33 ms [2020-11-24 11:16:34 main:574] : INFO : Epoch 106 | loss: 5.43971e-05 | val_loss: 5.7647e-05 | Time: 5884.25 ms [2020-11-24 11:16:40 main:574] : INFO : Epoch 107 | loss: 5.3941e-05 | val_loss: 5.63537e-05 | Time: 5896.57 ms [2020-11-24 11:16:46 main:574] : INFO : Epoch 108 | loss: 5.3943e-05 | val_loss: 5.53216e-05 | Time: 5740.52 ms [2020-11-24 11:16:51 main:574] : INFO : Epoch 109 | loss: 5.39302e-05 | val_loss: 5.59649e-05 | Time: 5623.75 ms [2020-11-24 11:16:57 main:574] : INFO : Epoch 110 | loss: 5.42075e-05 | val_loss: 5.68488e-05 | Time: 5736.74 ms [2020-11-24 11:17:03 main:574] : INFO : Epoch 111 | loss: 5.5248e-05 | val_loss: 5.55688e-05 | Time: 5854.87 ms [2020-11-24 11:17:09 main:574] : INFO : Epoch 112 | loss: 5.365e-05 | val_loss: 5.52226e-05 | Time: 5928.23 ms [2020-11-24 11:17:15 main:574] : INFO : Epoch 113 | loss: 5.31843e-05 | val_loss: 5.60456e-05 | Time: 5842.13 ms [2020-11-24 11:17:20 main:574] : INFO : Epoch 114 | loss: 5.36305e-05 | val_loss: 5.46828e-05 | Time: 5815.88 ms [2020-11-24 11:17:26 main:574] : INFO : Epoch 115 | loss: 5.29171e-05 | val_loss: 5.42674e-05 | Time: 5939.63 ms [2020-11-24 11:17:32 main:574] : INFO : Epoch 116 | loss: 5.18799e-05 | val_loss: 5.38445e-05 | Time: 5840.33 ms [2020-11-24 11:17:38 main:574] : INFO : Epoch 117 | loss: 5.23713e-05 | val_loss: 5.39955e-05 | Time: 5925.11 ms [2020-11-24 11:17:44 main:574] : INFO : Epoch 118 | loss: 5.39105e-05 | val_loss: 5.31868e-05 | Time: 5890.03 ms [2020-11-24 11:17:50 main:574] : INFO : Epoch 119 | loss: 5.23636e-05 | val_loss: 5.36682e-05 | Time: 5773.08 ms [2020-11-24 11:17:56 main:574] : INFO : Epoch 120 | loss: 5.24381e-05 | val_loss: 5.2425e-05 | Time: 6003.96 ms [2020-11-24 11:18:02 main:574] : INFO : Epoch 121 | loss: 5.13981e-05 | val_loss: 5.27924e-05 | Time: 5896.13 ms [2020-11-24 11:18:08 main:574] : INFO : Epoch 122 | loss: 5.05217e-05 | val_loss: 5.26577e-05 | Time: 5906.54 ms [2020-11-24 11:18:13 main:574] : INFO : Epoch 123 | loss: 0.0300875 | val_loss: 0.060843 | Time: 5781.59 ms [2020-11-24 11:18:19 main:574] : INFO : Epoch 124 | loss: 0.0603122 | val_loss: 0.0598899 | Time: 5910.69 ms [2020-11-24 11:18:25 main:574] : INFO : Epoch 125 | loss: 0.0594313 | val_loss: 0.058997 | Time: 5788.94 ms [2020-11-24 11:18:31 main:574] : INFO : Epoch 126 | loss: 0.0584679 | val_loss: 0.057805 | Time: 5869.4 ms [2020-11-24 11:18:37 main:574] : INFO : Epoch 127 | loss: 0.0571055 | val_loss: 0.0562739 | Time: 5936.23 ms [2020-11-24 11:18:43 main:574] : INFO : Epoch 128 | loss: 0.0551751 | val_loss: 0.0543603 | Time: 5978.42 ms [2020-11-24 11:18:49 main:574] : INFO : Epoch 129 | loss: 0.0528853 | val_loss: 0.0538298 | Time: 5908.13 ms [2020-11-24 11:18:55 main:574] : INFO : Epoch 130 | loss: 0.0511846 | val_loss: 0.0512039 | Time: 5833.95 ms [2020-11-24 11:19:01 main:574] : INFO : Epoch 131 | loss: 0.0498581 | val_loss: 0.0490285 | Time: 5861.92 ms [2020-11-24 11:19:06 main:574] : INFO : Epoch 132 | loss: 0.051563 | val_loss: 0.0495328 | Time: 5780.37 ms [2020-11-24 11:19:12 main:574] : INFO : Epoch 133 | loss: 0.0479459 | val_loss: 0.0489905 | Time: 6021.67 ms [2020-11-24 11:19:18 main:574] : INFO : Epoch 134 | loss: 0.0515732 | val_loss: 0.0585754 | Time: 5692.1 ms [2020-11-24 11:19:24 main:574] : INFO : Epoch 135 | loss: 0.0567545 | val_loss: 0.054988 | Time: 5835.55 ms [2020-11-24 11:19:30 main:574] : INFO : Epoch 136 | loss: 0.0526781 | val_loss: 0.0501758 | Time: 5876.05 ms [2020-11-24 11:19:36 main:574] : INFO : Epoch 137 | loss: 0.0514775 | val_loss: 0.0487913 | Time: 5959.64 ms [2020-11-24 11:19:42 main:574] : INFO : Epoch 138 | loss: 0.0494575 | val_loss: 0.0547414 | Time: 5723.68 ms [2020-11-24 11:19:47 main:574] : INFO : Epoch 139 | loss: 0.0528865 | val_loss: 0.0505796 | Time: 5640.19 ms [2020-11-24 11:19:53 main:574] : INFO : Epoch 140 | loss: 0.0478211 | val_loss: 0.0443255 | Time: 5965.79 ms [2020-11-24 11:19:59 main:574] : INFO : Epoch 141 | loss: 0.0497943 | val_loss: 0.0528469 | Time: 5734.65 ms [2020-11-24 11:20:05 main:574] : INFO : Epoch 142 | loss: 0.0494037 | val_loss: 0.0459269 | Time: 5948.22 ms [2020-11-24 11:20:11 main:574] : INFO : Epoch 143 | loss: 0.0461983 | val_loss: 0.0458418 | Time: 5893.31 ms [2020-11-24 11:20:17 main:574] : INFO : Epoch 144 | loss: 0.052718 | val_loss: 0.0576137 | Time: 5824.25 ms [2020-11-24 11:20:22 main:574] : INFO : Epoch 145 | loss: 0.0566513 | val_loss: 0.0557051 | Time: 5829.89 ms [2020-11-24 11:20:28 main:574] : INFO : Epoch 146 | loss: 0.0546504 | val_loss: 0.0534721 | Time: 5834.48 ms [2020-11-24 11:20:34 main:574] : INFO : Epoch 147 | loss: 0.0526201 | val_loss: 0.0529808 | Time: 5719.75 ms [2020-11-24 11:20:40 main:574] : INFO : Epoch 148 | loss: 0.0514912 | val_loss: 0.0499557 | Time: 5487.68 ms [2020-11-24 11:20:45 main:574] : INFO : Epoch 149 | loss: 0.0493729 | val_loss: 0.0482575 | Time: 5658.42 ms [2020-11-24 11:20:51 main:574] : INFO : Epoch 150 | loss: 0.0465082 | val_loss: 0.046785 | Time: 5413.42 ms [2020-11-24 11:20:57 main:574] : INFO : Epoch 151 | loss: 0.0484341 | val_loss: 0.0477041 | Time: 5923.09 ms [2020-11-24 11:21:03 main:574] : INFO : Epoch 152 | loss: 0.0488109 | val_loss: 0.0491262 | Time: 5933.72 ms [2020-11-24 11:21:08 main:574] : INFO : Epoch 153 | loss: 0.0489469 | val_loss: 0.046755 | Time: 5921.96 ms [2020-11-24 11:21:14 main:574] : INFO : Epoch 154 | loss: 0.0475547 | val_loss: 0.0482463 | Time: 5917.38 ms [2020-11-24 11:21:20 main:574] : INFO : Epoch 155 | loss: 0.0509944 | val_loss: 0.0590313 | Time: 5810.23 ms [2020-11-24 11:21:26 main:574] : INFO : Epoch 156 | loss: 0.0579265 | val_loss: 0.0570443 | Time: 5749.28 ms [2020-11-24 11:21:32 main:574] : INFO : Epoch 157 | loss: 0.0563661 | val_loss: 0.0556888 | Time: 5791.57 ms [2020-11-24 11:21:38 main:574] : INFO : Epoch 158 | loss: 0.0550977 | val_loss: 0.0545678 | Time: 5956.68 ms [2020-11-24 11:21:44 main:574] : INFO : Epoch 159 | loss: 0.053615 | val_loss: 0.0530409 | Time: 5856.18 ms [2020-11-24 11:21:49 main:574] : INFO : Epoch 160 | loss: 0.0546837 | val_loss: 0.0551178 | Time: 5887.72 ms [2020-11-24 11:21:55 main:574] : INFO : Epoch 161 | loss: 0.0545614 | val_loss: 0.0554769 | Time: 5779.95 ms [2020-11-24 11:22:01 main:574] : INFO : Epoch 162 | loss: 0.0559184 | val_loss: 0.055609 | Time: 5892.39 ms [2020-11-24 11:22:07 main:574] : INFO : Epoch 163 | loss: 0.0550238 | val_loss: 0.0541711 | Time: 6024.62 ms [2020-11-24 11:22:13 main:574] : INFO : Epoch 164 | loss: 0.0524116 | val_loss: 0.0506732 | Time: 6013.19 ms [2020-11-24 11:22:19 main:574] : INFO : Epoch 165 | loss: 0.0512831 | val_loss: 0.0603477 | Time: 5972.77 ms [2020-11-24 11:22:25 main:574] : INFO : Epoch 166 | loss: 0.0601373 | val_loss: 0.0598706 | Time: 5984.37 ms [2020-11-24 11:22:31 main:574] : INFO : Epoch 167 | loss: 0.059572 | val_loss: 0.0593812 | Time: 6203.49 ms [2020-11-24 11:22:38 main:574] : INFO : Epoch 168 | loss: 0.0591321 | val_loss: 0.0589578 | Time: 6402.21 ms [2020-11-24 11:22:44 main:574] : INFO : Epoch 169 | loss: 0.0586514 | val_loss: 0.0584283 | Time: 6177.37 ms [2020-11-24 11:22:50 main:574] : INFO : Epoch 170 | loss: 0.0580954 | val_loss: 0.0578553 | Time: 6121.77 ms [2020-11-24 11:22:56 main:574] : INFO : Epoch 171 | loss: 0.0574217 | val_loss: 0.057136 | Time: 6239.33 ms [2020-11-24 11:23:03 main:574] : INFO : Epoch 172 | loss: 0.0566314 | val_loss: 0.0563539 | Time: 6430.85 ms [2020-11-24 11:23:09 main:574] : INFO : Epoch 173 | loss: 0.055735 | val_loss: 0.0554191 | Time: 6453.51 ms [2020-11-24 11:23:16 main:574] : INFO : Epoch 174 | loss: 0.0548901 | val_loss: 0.0550532 | Time: 6410.72 ms [2020-11-24 11:23:22 main:574] : INFO : Epoch 175 | loss: 0.0543152 | val_loss: 0.0538815 | Time: 6372.68 ms [2020-11-24 11:23:28 main:574] : INFO : Epoch 176 | loss: 0.0531463 | val_loss: 0.0527769 | Time: 6301.78 ms [2020-11-24 11:23:35 main:574] : INFO : Epoch 177 | loss: 0.0517035 | val_loss: 0.0509798 | Time: 6170 ms [2020-11-24 11:23:41 main:574] : INFO : Epoch 178 | loss: 0.0502957 | val_loss: 0.0508907 | Time: 6161.58 ms [2020-11-24 11:23:47 main:574] : INFO : Epoch 179 | loss: 0.0513028 | val_loss: 0.0551611 | Time: 6336.1 ms [2020-11-24 11:23:53 main:574] : INFO : Epoch 180 | loss: 0.0545844 | val_loss: 0.0535496 | Time: 6307.41 ms [2020-11-24 11:24:00 main:574] : INFO : Epoch 181 | loss: 0.0520226 | val_loss: 0.0516467 | Time: 6320.97 ms [2020-11-24 11:24:06 main:574] : INFO : Epoch 182 | loss: 0.0500311 | val_loss: 0.0490869 | Time: 6136.43 ms [2020-11-24 11:24:12 main:574] : INFO : Epoch 183 | loss: 0.0503052 | val_loss: 0.0544383 | Time: 5891.56 ms [2020-11-24 11:24:18 main:574] : INFO : Epoch 184 | loss: 0.0530643 | val_loss: 0.0520013 | Time: 5898.84 ms [2020-11-24 11:24:24 main:574] : INFO : Epoch 185 | loss: 0.0502685 | val_loss: 0.0486981 | Time: 5887.05 ms [2020-11-24 11:24:29 main:574] : INFO : Epoch 186 | loss: 0.0474852 | val_loss: 0.0480015 | Time: 5766.49 ms [2020-11-24 11:24:35 main:574] : INFO : Epoch 187 | loss: 0.0463215 | val_loss: 0.0458389 | Time: 5957.88 ms [2020-11-24 11:24:41 main:574] : INFO : Epoch 188 | loss: 0.0489569 | val_loss: 0.0534099 | Time: 5954.98 ms [2020-11-24 11:24:47 main:574] : INFO : Epoch 189 | loss: 0.0514021 | val_loss: 0.0523032 | Time: 5912.82 ms [2020-11-24 11:24:53 main:574] : INFO : Epoch 190 | loss: 0.0508993 | val_loss: 0.0493585 | Time: 5889.16 ms [2020-11-24 11:24:59 main:574] : INFO : Epoch 191 | loss: 0.0484455 | val_loss: 0.0485196 | Time: 5917.83 ms [2020-11-24 11:25:05 main:574] : INFO : Epoch 192 | loss: 0.0495803 | val_loss: 0.0530524 | Time: 5927.12 ms [2020-11-24 11:25:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0530524 [2020-11-24 11:25:05 main:603] : INFO : Saving end state to config to file [2020-11-24 11:25:05 main:608] : INFO : Success, exiting.. 11:25:05 (3100): 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)