Task 2965300
| Name | rand_automata_0027-1605110213-3826-2_0 |
| Workunit | 1339406 |
| Created | 16 Nov 2020, 3:02:15 UTC |
| Sent | 22 Nov 2020, 11:41:12 UTC |
| Report deadline | 29 Nov 2020, 11:41:12 UTC |
| Received | 28 Nov 2020, 3:23:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1697 |
| Run time | 19 min 27 sec |
| CPU time | 19 min 27 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,948.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.01 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 950) [2020-11-27 18:24:13 main:435] : INFO : Set logging level to 1 [2020-11-27 18:24:13 main:441] : INFO : Running in BOINC Client mode [2020-11-27 18:24:13 main:444] : INFO : Resolving all filenames [2020-11-27 18:24:13 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 (exists = 1) [2020-11-27 18:24:13 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-1605110213-3826-2_0_r257615291_1 (exists = 0) [2020-11-27 18:24:13 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-1605110213-3826-2_0_r257615291_0 (exists = 0) [2020-11-27 18:24:14 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-1605110213-3826-2 (exists = 1) [2020-11-27 18:24:14 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-27 18:24:14 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 [2020-11-27 18:24:14 main:474] : INFO : Configuration: [2020-11-27 18:24:14 main:475] : INFO : Model type: LSTM [2020-11-27 18:24:14 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-27 18:24:14 main:477] : INFO : Max Epochs: 192 [2020-11-27 18:24:14 main:478] : INFO : Batch Size: 32 [2020-11-27 18:24:14 main:479] : INFO : Learning Rate: 0.001 [2020-11-27 18:24:14 main:480] : INFO : Patience: 10 [2020-11-27 18:24:14 main:481] : INFO : Hidden Width: 64 [2020-11-27 18:24:14 main:482] : INFO : # Recurrent Layers: 4 [2020-11-27 18:24:14 main:483] : INFO : # Backend Layers: 2 [2020-11-27 18:24:14 main:484] : INFO : # Threads: 1 [2020-11-27 18:24:14 main:486] : INFO : Preparing Dataset [2020-11-27 18:24:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 into memory [2020-11-27 18:24:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 into memory [2020-11-27 18:24:18 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-27 18:24:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 into memory [2020-11-27 18:24:18 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0027-train-val-dataset.hdf5 into memory [2020-11-27 18:24:18 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-27 18:24:18 main:494] : INFO : Creating Model [2020-11-27 18:24:18 main:507] : INFO : Preparing config file [2020-11-27 18:24:18 main:519] : INFO : Creating new config file [2020-11-27 18:24:18 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-27 18:24:19 main:559] : INFO : Loading DataLoader into Memory [2020-11-27 18:24:19 main:562] : INFO : Starting Training [2020-11-27 18:24:27 main:574] : INFO : Epoch 1 | loss: 0.000802475 | val_loss: 0.000758442 | Time: 7062 ms [2020-11-27 18:24:33 main:574] : INFO : Epoch 2 | loss: 0.000724501 | val_loss: 0.000696267 | Time: 6059.45 ms [2020-11-27 18:24:39 main:574] : INFO : Epoch 3 | loss: 0.00066793 | val_loss: 0.000643783 | Time: 6021.32 ms [2020-11-27 18:24:45 main:574] : INFO : Epoch 4 | loss: 0.000617694 | val_loss: 0.000593755 | Time: 6259.51 ms [2020-11-27 18:24:51 main:574] : INFO : Epoch 5 | loss: 0.000574529 | val_loss: 0.000554523 | Time: 6168.25 ms [2020-11-27 18:24:57 main:574] : INFO : Epoch 6 | loss: 0.000535784 | val_loss: 0.00051858 | Time: 6153.9 ms [2020-11-27 18:25:04 main:574] : INFO : Epoch 7 | loss: 0.000501901 | val_loss: 0.000487176 | Time: 6020.13 ms [2020-11-27 18:25:10 main:574] : INFO : Epoch 8 | loss: 0.000471623 | val_loss: 0.000457803 | Time: 6239.93 ms [2020-11-27 18:25:16 main:574] : INFO : Epoch 9 | loss: 0.000445101 | val_loss: 0.000432628 | Time: 6011.1 ms [2020-11-27 18:25:22 main:574] : INFO : Epoch 10 | loss: 0.000420783 | val_loss: 0.000408874 | Time: 6040.84 ms [2020-11-27 18:25:28 main:574] : INFO : Epoch 11 | loss: 0.000399624 | val_loss: 0.000390843 | Time: 5851.9 ms [2020-11-27 18:25:34 main:574] : INFO : Epoch 12 | loss: 0.000379433 | val_loss: 0.000370392 | Time: 6037.2 ms [2020-11-27 18:25:40 main:574] : INFO : Epoch 13 | loss: 0.000361132 | val_loss: 0.000353837 | Time: 6112.02 ms [2020-11-27 18:25:46 main:574] : INFO : Epoch 14 | loss: 0.00034477 | val_loss: 0.000337301 | Time: 6172.39 ms [2020-11-27 18:25:52 main:574] : INFO : Epoch 15 | loss: 0.000329788 | val_loss: 0.000322307 | Time: 6140.26 ms [2020-11-27 18:25:59 main:574] : INFO : Epoch 16 | loss: 0.000315615 | val_loss: 0.00031019 | Time: 6167.93 ms [2020-11-27 18:26:05 main:574] : INFO : Epoch 17 | loss: 0.000302683 | val_loss: 0.000297091 | Time: 6084.61 ms [2020-11-27 18:26:11 main:574] : INFO : Epoch 18 | loss: 0.000290741 | val_loss: 0.00028573 | Time: 6137.55 ms [2020-11-27 18:26:17 main:574] : INFO : Epoch 19 | loss: 0.000279538 | val_loss: 0.000275181 | Time: 5726.55 ms [2020-11-27 18:26:23 main:574] : INFO : Epoch 20 | loss: 0.000268724 | val_loss: 0.000262335 | Time: 6173.43 ms [2020-11-27 18:26:29 main:574] : INFO : Epoch 21 | loss: 0.000258609 | val_loss: 0.000253645 | Time: 6253.8 ms [2020-11-27 18:26:35 main:574] : INFO : Epoch 22 | loss: 0.000249515 | val_loss: 0.0002467 | Time: 6139.58 ms [2020-11-27 18:26:41 main:574] : INFO : Epoch 23 | loss: 0.000240778 | val_loss: 0.000237688 | Time: 5953.75 ms [2020-11-27 18:26:48 main:574] : INFO : Epoch 24 | loss: 0.000233039 | val_loss: 0.000228935 | Time: 6115.09 ms [2020-11-27 18:26:54 main:574] : INFO : Epoch 25 | loss: 0.000225501 | val_loss: 0.000221169 | Time: 6156.4 ms [2020-11-27 18:27:00 main:574] : INFO : Epoch 26 | loss: 0.000218538 | val_loss: 0.000214349 | Time: 6488.36 ms [2020-11-27 18:27:07 main:574] : INFO : Epoch 27 | loss: 0.000211302 | val_loss: 0.00020809 | Time: 6172.72 ms [2020-11-27 18:27:15 main:574] : INFO : Epoch 28 | loss: 0.000205437 | val_loss: 0.000202825 | Time: 8646.94 ms [2020-11-27 18:27:21 main:574] : INFO : Epoch 29 | loss: 0.000199198 | val_loss: 0.000196862 | Time: 6117.51 ms [2020-11-27 18:27:28 main:574] : INFO : Epoch 30 | loss: 0.000193334 | val_loss: 0.000190708 | Time: 6183.39 ms [2020-11-27 18:27:34 main:574] : INFO : Epoch 31 | loss: 0.000187887 | val_loss: 0.000184703 | Time: 5993.53 ms [2020-11-27 18:27:40 main:574] : INFO : Epoch 32 | loss: 0.000182862 | val_loss: 0.000181201 | Time: 6132.66 ms [2020-11-27 18:27:46 main:574] : INFO : Epoch 33 | loss: 0.000177749 | val_loss: 0.000175786 | Time: 6140.48 ms [2020-11-27 18:27:52 main:574] : INFO : Epoch 34 | loss: 0.000173138 | val_loss: 0.000172106 | Time: 5981.47 ms [2020-11-27 18:27:58 main:574] : INFO : Epoch 35 | loss: 0.000168721 | val_loss: 0.000166404 | Time: 5913.81 ms [2020-11-27 18:28:04 main:574] : INFO : Epoch 36 | loss: 0.000164153 | val_loss: 0.000162168 | Time: 5989.3 ms [2020-11-27 18:28:10 main:574] : INFO : Epoch 37 | loss: 0.00015999 | val_loss: 0.000158908 | Time: 6152.02 ms [2020-11-27 18:28:16 main:574] : INFO : Epoch 38 | loss: 0.000156338 | val_loss: 0.000154459 | Time: 6111.5 ms [2020-11-27 18:28:23 main:574] : INFO : Epoch 39 | loss: 0.000152543 | val_loss: 0.000151168 | Time: 6203.85 ms [2020-11-27 18:28:29 main:574] : INFO : Epoch 40 | loss: 0.000148556 | val_loss: 0.000147853 | Time: 6168.03 ms [2020-11-27 18:28:35 main:574] : INFO : Epoch 41 | loss: 0.000145157 | val_loss: 0.000144238 | Time: 6202.95 ms [2020-11-27 18:28:41 main:574] : INFO : Epoch 42 | loss: 0.000142122 | val_loss: 0.00014191 | Time: 5998.33 ms [2020-11-27 18:28:47 main:574] : INFO : Epoch 43 | loss: 0.000139036 | val_loss: 0.000136827 | Time: 5809.82 ms [2020-11-27 18:28:54 main:574] : INFO : Epoch 44 | loss: 0.000135687 | val_loss: 0.000135448 | Time: 6149.5 ms [2020-11-27 18:29:00 main:574] : INFO : Epoch 45 | loss: 0.000132837 | val_loss: 0.000133704 | Time: 5988.46 ms [2020-11-27 18:29:06 main:574] : INFO : Epoch 46 | loss: 0.000130078 | val_loss: 0.000129777 | Time: 6101.97 ms [2020-11-27 18:29:12 main:574] : INFO : Epoch 47 | loss: 0.00012719 | val_loss: 0.000126374 | Time: 5936.75 ms [2020-11-27 18:29:18 main:574] : INFO : Epoch 48 | loss: 0.000124568 | val_loss: 0.000124437 | Time: 5994.97 ms [2020-11-27 18:29:24 main:574] : INFO : Epoch 49 | loss: 0.000122238 | val_loss: 0.000122247 | Time: 6217.23 ms [2020-11-27 18:29:30 main:574] : INFO : Epoch 50 | loss: 0.000119871 | val_loss: 0.000119046 | Time: 6016.78 ms [2020-11-27 18:29:36 main:574] : INFO : Epoch 51 | loss: 0.000117554 | val_loss: 0.000117658 | Time: 5935.23 ms [2020-11-27 18:29:42 main:574] : INFO : Epoch 52 | loss: 0.000115618 | val_loss: 0.000114974 | Time: 6088.7 ms [2020-11-27 18:29:49 main:574] : INFO : Epoch 53 | loss: 0.000113549 | val_loss: 0.000112788 | Time: 6184.38 ms [2020-11-27 18:29:55 main:574] : INFO : Epoch 54 | loss: 0.000111631 | val_loss: 0.000112189 | Time: 6076.36 ms [2020-11-27 18:30:01 main:574] : INFO : Epoch 55 | loss: 0.000109355 | val_loss: 0.000109204 | Time: 5984.65 ms [2020-11-27 18:30:07 main:574] : INFO : Epoch 56 | loss: 0.000107393 | val_loss: 0.000107347 | Time: 6102.62 ms [2020-11-27 18:30:13 main:574] : INFO : Epoch 57 | loss: 0.000105543 | val_loss: 0.000104878 | Time: 6149.11 ms [2020-11-27 18:30:19 main:574] : INFO : Epoch 58 | loss: 0.000103675 | val_loss: 0.000102989 | Time: 6194.05 ms [2020-11-27 18:30:26 main:574] : INFO : Epoch 59 | loss: 0.000101898 | val_loss: 0.000101238 | Time: 6236.81 ms [2020-11-27 18:30:32 main:574] : INFO : Epoch 60 | loss: 0.000100215 | val_loss: 0.000101165 | Time: 6565.94 ms [2020-11-27 18:30:39 main:574] : INFO : Epoch 61 | loss: 9.86212e-05 | val_loss: 9.95109e-05 | Time: 6634.14 ms [2020-11-27 18:30:46 main:574] : INFO : Epoch 62 | loss: 9.72536e-05 | val_loss: 9.73741e-05 | Time: 6302.62 ms [2020-11-27 18:30:52 main:574] : INFO : Epoch 63 | loss: 9.56118e-05 | val_loss: 9.54105e-05 | Time: 6072.46 ms [2020-11-27 18:30:58 main:574] : INFO : Epoch 64 | loss: 9.41854e-05 | val_loss: 9.48069e-05 | Time: 5905.23 ms [2020-11-27 18:31:04 main:574] : INFO : Epoch 65 | loss: 9.26552e-05 | val_loss: 9.28784e-05 | Time: 6091.17 ms [2020-11-27 18:31:10 main:574] : INFO : Epoch 66 | loss: 9.10026e-05 | val_loss: 9.12716e-05 | Time: 6219.14 ms [2020-11-27 18:31:16 main:574] : INFO : Epoch 67 | loss: 9.01815e-05 | val_loss: 8.94005e-05 | Time: 5680.62 ms [2020-11-27 18:31:22 main:574] : INFO : Epoch 68 | loss: 8.85033e-05 | val_loss: 8.92866e-05 | Time: 6057.14 ms [2020-11-27 18:31:28 main:574] : INFO : Epoch 69 | loss: 8.71673e-05 | val_loss: 8.72943e-05 | Time: 6025.17 ms [2020-11-27 18:31:34 main:574] : INFO : Epoch 70 | loss: 8.59576e-05 | val_loss: 8.57611e-05 | Time: 6009.36 ms [2020-11-27 18:31:40 main:574] : INFO : Epoch 71 | loss: 8.50176e-05 | val_loss: 8.48599e-05 | Time: 6086.52 ms [2020-11-27 18:31:46 main:574] : INFO : Epoch 72 | loss: 8.36594e-05 | val_loss: 8.34059e-05 | Time: 6039.8 ms [2020-11-27 18:31:52 main:574] : INFO : Epoch 73 | loss: 8.26477e-05 | val_loss: 8.40075e-05 | Time: 6050.27 ms [2020-11-27 18:31:59 main:574] : INFO : Epoch 74 | loss: 8.1268e-05 | val_loss: 8.10344e-05 | Time: 6235.34 ms [2020-11-27 18:32:05 main:574] : INFO : Epoch 75 | loss: 8.03069e-05 | val_loss: 8.09471e-05 | Time: 6032.37 ms [2020-11-27 18:32:11 main:574] : INFO : Epoch 76 | loss: 7.93006e-05 | val_loss: 7.97363e-05 | Time: 6024.25 ms [2020-11-27 18:32:17 main:574] : INFO : Epoch 77 | loss: 7.82122e-05 | val_loss: 7.88205e-05 | Time: 6007.82 ms [2020-11-27 18:32:23 main:574] : INFO : Epoch 78 | loss: 7.71749e-05 | val_loss: 7.73704e-05 | Time: 6101.01 ms [2020-11-27 18:32:29 main:574] : INFO : Epoch 79 | loss: 7.61661e-05 | val_loss: 7.6592e-05 | Time: 6200.93 ms [2020-11-27 18:32:36 main:574] : INFO : Epoch 80 | loss: 7.52662e-05 | val_loss: 7.57369e-05 | Time: 6236.39 ms [2020-11-27 18:32:42 main:574] : INFO : Epoch 81 | loss: 7.40841e-05 | val_loss: 7.38597e-05 | Time: 6019.86 ms [2020-11-27 18:32:48 main:574] : INFO : Epoch 82 | loss: 7.33184e-05 | val_loss: 7.30494e-05 | Time: 6025.04 ms [2020-11-27 18:32:54 main:574] : INFO : Epoch 83 | loss: 7.24516e-05 | val_loss: 7.29601e-05 | Time: 6014.25 ms [2020-11-27 18:33:00 main:574] : INFO : Epoch 84 | loss: 7.14078e-05 | val_loss: 7.08694e-05 | Time: 6080.7 ms [2020-11-27 18:33:06 main:574] : INFO : Epoch 85 | loss: 7.06864e-05 | val_loss: 7.18972e-05 | Time: 6134.76 ms [2020-11-27 18:33:13 main:574] : INFO : Epoch 86 | loss: 6.97918e-05 | val_loss: 6.98042e-05 | Time: 6168.89 ms [2020-11-27 18:33:19 main:574] : INFO : Epoch 87 | loss: 6.90917e-05 | val_loss: 6.90935e-05 | Time: 6177.75 ms [2020-11-27 18:33:25 main:574] : INFO : Epoch 88 | loss: 6.82821e-05 | val_loss: 6.84187e-05 | Time: 6331.1 ms [2020-11-27 18:33:32 main:574] : INFO : Epoch 89 | loss: 6.75481e-05 | val_loss: 6.83906e-05 | Time: 6158.19 ms [2020-11-27 18:33:38 main:574] : INFO : Epoch 90 | loss: 6.69047e-05 | val_loss: 6.74633e-05 | Time: 6243.02 ms [2020-11-27 18:33:44 main:574] : INFO : Epoch 91 | loss: 6.59864e-05 | val_loss: 6.52562e-05 | Time: 5928.07 ms [2020-11-27 18:33:50 main:574] : INFO : Epoch 92 | loss: 6.51923e-05 | val_loss: 6.57268e-05 | Time: 6276.69 ms [2020-11-27 18:33:56 main:574] : INFO : Epoch 93 | loss: 6.44034e-05 | val_loss: 6.46703e-05 | Time: 6002.47 ms [2020-11-27 18:34:03 main:574] : INFO : Epoch 94 | loss: 6.40298e-05 | val_loss: 6.44795e-05 | Time: 6250.78 ms [2020-11-27 18:34:09 main:574] : INFO : Epoch 95 | loss: 6.31003e-05 | val_loss: 6.37067e-05 | Time: 6175.48 ms [2020-11-27 18:34:15 main:574] : INFO : Epoch 96 | loss: 6.23246e-05 | val_loss: 6.32596e-05 | Time: 6254.2 ms [2020-11-27 18:34:21 main:574] : INFO : Epoch 97 | loss: 6.16207e-05 | val_loss: 6.2202e-05 | Time: 6127.29 ms [2020-11-27 18:34:27 main:574] : INFO : Epoch 98 | loss: 6.11041e-05 | val_loss: 6.24439e-05 | Time: 5954.33 ms [2020-11-27 18:34:33 main:574] : INFO : Epoch 99 | loss: 6.0741e-05 | val_loss: 6.14361e-05 | Time: 5742.06 ms [2020-11-27 18:34:39 main:574] : INFO : Epoch 100 | loss: 5.98634e-05 | val_loss: 6.16333e-05 | Time: 5997.31 ms [2020-11-27 18:34:46 main:574] : INFO : Epoch 101 | loss: 5.97857e-05 | val_loss: 6.09776e-05 | Time: 6262.37 ms [2020-11-27 18:34:52 main:574] : INFO : Epoch 102 | loss: 5.85529e-05 | val_loss: 5.91412e-05 | Time: 6335.1 ms [2020-11-27 18:34:59 main:574] : INFO : Epoch 103 | loss: 5.82459e-05 | val_loss: 5.82866e-05 | Time: 6671.83 ms [2020-11-27 18:35:05 main:574] : INFO : Epoch 104 | loss: 5.75117e-05 | val_loss: 5.79734e-05 | Time: 6651.39 ms [2020-11-27 18:35:11 main:574] : INFO : Epoch 105 | loss: 5.71751e-05 | val_loss: 5.87353e-05 | Time: 6083.1 ms [2020-11-27 18:35:18 main:574] : INFO : Epoch 106 | loss: 5.64062e-05 | val_loss: 5.66096e-05 | Time: 6429.29 ms [2020-11-27 18:35:24 main:574] : INFO : Epoch 107 | loss: 5.56549e-05 | val_loss: 5.59286e-05 | Time: 5969.54 ms [2020-11-27 18:35:30 main:574] : INFO : Epoch 108 | loss: 5.54342e-05 | val_loss: 5.57357e-05 | Time: 6249.45 ms [2020-11-27 18:35:36 main:574] : INFO : Epoch 109 | loss: 5.49377e-05 | val_loss: 5.69771e-05 | Time: 5996.08 ms [2020-11-27 18:35:42 main:574] : INFO : Epoch 110 | loss: 5.46196e-05 | val_loss: 5.51221e-05 | Time: 6123.92 ms [2020-11-27 18:35:49 main:574] : INFO : Epoch 111 | loss: 5.40845e-05 | val_loss: 5.51444e-05 | Time: 6906.01 ms [2020-11-27 18:35:56 main:574] : INFO : Epoch 112 | loss: 5.3322e-05 | val_loss: 5.36549e-05 | Time: 6378.01 ms [2020-11-27 18:36:02 main:574] : INFO : Epoch 113 | loss: 5.30096e-05 | val_loss: 5.37442e-05 | Time: 6212.5 ms [2020-11-27 18:36:08 main:574] : INFO : Epoch 114 | loss: 5.30517e-05 | val_loss: 5.25171e-05 | Time: 6105.72 ms [2020-11-27 18:36:14 main:574] : INFO : Epoch 115 | loss: 5.20923e-05 | val_loss: 5.21951e-05 | Time: 5791.63 ms [2020-11-27 18:36:20 main:574] : INFO : Epoch 116 | loss: 5.16e-05 | val_loss: 5.23128e-05 | Time: 6263.34 ms [2020-11-27 18:36:27 main:574] : INFO : Epoch 117 | loss: 5.10053e-05 | val_loss: 5.11384e-05 | Time: 6168.19 ms [2020-11-27 18:36:33 main:574] : INFO : Epoch 118 | loss: 5.03918e-05 | val_loss: 5.07939e-05 | Time: 6224.45 ms [2020-11-27 18:36:40 main:574] : INFO : Epoch 119 | loss: 5.03817e-05 | val_loss: 5.05381e-05 | Time: 7012 ms [2020-11-27 18:36:46 main:574] : INFO : Epoch 120 | loss: 4.9931e-05 | val_loss: 5.08154e-05 | Time: 6372.55 ms [2020-11-27 18:36:53 main:574] : INFO : Epoch 121 | loss: 4.95498e-05 | val_loss: 4.99488e-05 | Time: 6199.29 ms [2020-11-27 18:36:59 main:574] : INFO : Epoch 122 | loss: 4.92181e-05 | val_loss: 4.99265e-05 | Time: 6310.88 ms [2020-11-27 18:37:05 main:574] : INFO : Epoch 123 | loss: 4.84515e-05 | val_loss: 4.94367e-05 | Time: 5729.58 ms [2020-11-27 18:37:11 main:574] : INFO : Epoch 124 | loss: 4.83191e-05 | val_loss: 4.82866e-05 | Time: 6023.27 ms [2020-11-27 18:37:17 main:574] : INFO : Epoch 125 | loss: 4.79494e-05 | val_loss: 4.83867e-05 | Time: 6264.33 ms [2020-11-27 18:37:23 main:574] : INFO : Epoch 126 | loss: 4.75665e-05 | val_loss: 4.79408e-05 | Time: 6231.28 ms [2020-11-27 18:37:30 main:574] : INFO : Epoch 127 | loss: 4.7216e-05 | val_loss: 4.793e-05 | Time: 6036.11 ms [2020-11-27 18:37:36 main:574] : INFO : Epoch 128 | loss: 4.69828e-05 | val_loss: 4.77513e-05 | Time: 6163.52 ms [2020-11-27 18:37:42 main:574] : INFO : Epoch 129 | loss: 4.61889e-05 | val_loss: 4.74801e-05 | Time: 6189.74 ms [2020-11-27 18:37:48 main:574] : INFO : Epoch 130 | loss: 4.6165e-05 | val_loss: 4.62405e-05 | Time: 6317.76 ms [2020-11-27 18:37:54 main:574] : INFO : Epoch 131 | loss: 4.55636e-05 | val_loss: 4.68258e-05 | Time: 5787.44 ms [2020-11-27 18:38:00 main:574] : INFO : Epoch 132 | loss: 4.55071e-05 | val_loss: 4.59303e-05 | Time: 5938.6 ms [2020-11-27 18:38:06 main:574] : INFO : Epoch 133 | loss: 4.50767e-05 | val_loss: 4.61646e-05 | Time: 6134.72 ms [2020-11-27 18:38:13 main:574] : INFO : Epoch 134 | loss: 4.46761e-05 | val_loss: 4.62285e-05 | Time: 6157.9 ms [2020-11-27 18:38:19 main:574] : INFO : Epoch 135 | loss: 4.45983e-05 | val_loss: 4.47707e-05 | Time: 6144.79 ms [2020-11-27 18:38:25 main:574] : INFO : Epoch 136 | loss: 4.40319e-05 | val_loss: 4.5587e-05 | Time: 6362.01 ms [2020-11-27 18:38:31 main:574] : INFO : Epoch 137 | loss: 4.38088e-05 | val_loss: 4.45295e-05 | Time: 6154.01 ms [2020-11-27 18:38:38 main:574] : INFO : Epoch 138 | loss: 4.36466e-05 | val_loss: 4.58383e-05 | Time: 6211.78 ms [2020-11-27 18:38:43 main:574] : INFO : Epoch 139 | loss: 4.31896e-05 | val_loss: 4.38464e-05 | Time: 5809.41 ms [2020-11-27 18:38:50 main:574] : INFO : Epoch 140 | loss: 4.27422e-05 | val_loss: 4.2864e-05 | Time: 6337.16 ms [2020-11-27 18:38:56 main:574] : INFO : Epoch 141 | loss: 4.2428e-05 | val_loss: 4.33712e-05 | Time: 6386.19 ms [2020-11-27 18:39:03 main:574] : INFO : Epoch 142 | loss: 4.2328e-05 | val_loss: 4.24929e-05 | Time: 6219.63 ms [2020-11-27 18:39:09 main:574] : INFO : Epoch 143 | loss: 4.19024e-05 | val_loss: 4.24142e-05 | Time: 6265.17 ms [2020-11-27 18:39:15 main:574] : INFO : Epoch 144 | loss: 4.17011e-05 | val_loss: 4.25011e-05 | Time: 6111.38 ms [2020-11-27 18:39:21 main:574] : INFO : Epoch 145 | loss: 4.14587e-05 | val_loss: 4.21292e-05 | Time: 6156.69 ms [2020-11-27 18:39:28 main:574] : INFO : Epoch 146 | loss: 4.12487e-05 | val_loss: 4.16327e-05 | Time: 6357.4 ms [2020-11-27 18:39:33 main:574] : INFO : Epoch 147 | loss: 4.06756e-05 | val_loss: 4.08356e-05 | Time: 5709.92 ms [2020-11-27 18:39:40 main:574] : INFO : Epoch 148 | loss: 4.09547e-05 | val_loss: 4.22446e-05 | Time: 6195.41 ms [2020-11-27 18:39:46 main:574] : INFO : Epoch 149 | loss: 4.03108e-05 | val_loss: 4.04833e-05 | Time: 6222.51 ms [2020-11-27 18:39:52 main:574] : INFO : Epoch 150 | loss: 3.9754e-05 | val_loss: 4.05698e-05 | Time: 6381.15 ms [2020-11-27 18:39:58 main:574] : INFO : Epoch 151 | loss: 3.99725e-05 | val_loss: 4.14358e-05 | Time: 6016.56 ms [2020-11-27 18:40:05 main:574] : INFO : Epoch 152 | loss: 3.98545e-05 | val_loss: 3.99871e-05 | Time: 6336.54 ms [2020-11-27 18:40:11 main:574] : INFO : Epoch 153 | loss: 3.91551e-05 | val_loss: 4.06324e-05 | Time: 6168.79 ms [2020-11-27 18:40:17 main:574] : INFO : Epoch 154 | loss: 3.90983e-05 | val_loss: 3.96175e-05 | Time: 6290.7 ms [2020-11-27 18:40:23 main:574] : INFO : Epoch 155 | loss: 3.89508e-05 | val_loss: 3.95315e-05 | Time: 5798.01 ms [2020-11-27 18:40:29 main:574] : INFO : Epoch 156 | loss: 3.86457e-05 | val_loss: 3.89287e-05 | Time: 6294.96 ms [2020-11-27 18:40:36 main:574] : INFO : Epoch 157 | loss: 3.83236e-05 | val_loss: 3.90542e-05 | Time: 6256.07 ms [2020-11-27 18:40:42 main:574] : INFO : Epoch 158 | loss: 3.80486e-05 | val_loss: 3.80504e-05 | Time: 6098 ms [2020-11-27 18:40:48 main:574] : INFO : Epoch 159 | loss: 3.77254e-05 | val_loss: 3.88614e-05 | Time: 6153.63 ms [2020-11-27 18:40:54 main:574] : INFO : Epoch 160 | loss: 3.77667e-05 | val_loss: 3.92447e-05 | Time: 6225.79 ms [2020-11-27 18:41:01 main:574] : INFO : Epoch 161 | loss: 3.74123e-05 | val_loss: 3.82053e-05 | Time: 6137.62 ms [2020-11-27 18:41:07 main:574] : INFO : Epoch 162 | loss: 3.73056e-05 | val_loss: 3.77678e-05 | Time: 6094.95 ms [2020-11-27 18:41:13 main:574] : INFO : Epoch 163 | loss: 3.71366e-05 | val_loss: 3.76999e-05 | Time: 5817.55 ms [2020-11-27 18:41:19 main:574] : INFO : Epoch 164 | loss: 3.65628e-05 | val_loss: 3.74158e-05 | Time: 6017.4 ms [2020-11-27 18:41:25 main:574] : INFO : Epoch 165 | loss: 3.64378e-05 | val_loss: 3.69827e-05 | Time: 5981.5 ms [2020-11-27 18:41:31 main:574] : INFO : Epoch 166 | loss: 3.62799e-05 | val_loss: 3.66913e-05 | Time: 6009.43 ms [2020-11-27 18:41:37 main:574] : INFO : Epoch 167 | loss: 3.59645e-05 | val_loss: 3.67788e-05 | Time: 6025.68 ms [2020-11-27 18:41:43 main:574] : INFO : Epoch 168 | loss: 3.6071e-05 | val_loss: 3.66207e-05 | Time: 5957.21 ms [2020-11-27 18:41:49 main:574] : INFO : Epoch 169 | loss: 3.58596e-05 | val_loss: 3.58837e-05 | Time: 5982.2 ms [2020-11-27 18:41:55 main:574] : INFO : Epoch 170 | loss: 3.54717e-05 | val_loss: 3.62895e-05 | Time: 6102.97 ms [2020-11-27 18:42:01 main:574] : INFO : Epoch 171 | loss: 3.51951e-05 | val_loss: 3.68972e-05 | Time: 6132.03 ms [2020-11-27 18:42:07 main:574] : INFO : Epoch 172 | loss: 3.50811e-05 | val_loss: 3.52929e-05 | Time: 5698.45 ms [2020-11-27 18:42:13 main:574] : INFO : Epoch 173 | loss: 3.49388e-05 | val_loss: 3.51552e-05 | Time: 6408.78 ms [2020-11-27 18:42:20 main:574] : INFO : Epoch 174 | loss: 3.46458e-05 | val_loss: 3.48946e-05 | Time: 6125.64 ms [2020-11-27 18:42:26 main:574] : INFO : Epoch 175 | loss: 3.44713e-05 | val_loss: 3.69977e-05 | Time: 6047.66 ms [2020-11-27 18:42:32 main:574] : INFO : Epoch 176 | loss: 3.43207e-05 | val_loss: 3.46984e-05 | Time: 6081.89 ms [2020-11-27 18:42:38 main:574] : INFO : Epoch 177 | loss: 3.4304e-05 | val_loss: 3.48373e-05 | Time: 6173.49 ms [2020-11-27 18:42:44 main:574] : INFO : Epoch 178 | loss: 3.38561e-05 | val_loss: 3.41226e-05 | Time: 6188.19 ms [2020-11-27 18:42:50 main:574] : INFO : Epoch 179 | loss: 3.3844e-05 | val_loss: 3.42406e-05 | Time: 5848.27 ms [2020-11-27 18:42:56 main:574] : INFO : Epoch 180 | loss: 3.35688e-05 | val_loss: 3.40517e-05 | Time: 5721.12 ms [2020-11-27 18:43:02 main:574] : INFO : Epoch 181 | loss: 3.33688e-05 | val_loss: 3.49727e-05 | Time: 6269.69 ms [2020-11-27 18:43:08 main:574] : INFO : Epoch 182 | loss: 3.33712e-05 | val_loss: 3.30807e-05 | Time: 6104.25 ms [2020-11-27 18:43:14 main:574] : INFO : Epoch 183 | loss: 3.29058e-05 | val_loss: 3.342e-05 | Time: 6133.56 ms [2020-11-27 18:43:21 main:574] : INFO : Epoch 184 | loss: 3.29147e-05 | val_loss: 3.34563e-05 | Time: 6038.76 ms [2020-11-27 18:43:27 main:574] : INFO : Epoch 185 | loss: 3.26893e-05 | val_loss: 3.31953e-05 | Time: 5977.55 ms [2020-11-27 18:43:33 main:574] : INFO : Epoch 186 | loss: 3.25224e-05 | val_loss: 3.27425e-05 | Time: 6100.49 ms [2020-11-27 18:43:39 main:574] : INFO : Epoch 187 | loss: 3.24476e-05 | val_loss: 3.34432e-05 | Time: 6601.72 ms [2020-11-27 18:43:45 main:574] : INFO : Epoch 188 | loss: 3.21988e-05 | val_loss: 3.33354e-05 | Time: 5795.53 ms [2020-11-27 18:43:51 main:574] : INFO : Epoch 189 | loss: 3.20579e-05 | val_loss: 3.23176e-05 | Time: 6076.25 ms [2020-11-27 18:43:57 main:574] : INFO : Epoch 190 | loss: 3.20826e-05 | val_loss: 3.30341e-05 | Time: 6096.01 ms [2020-11-27 18:44:04 main:574] : INFO : Epoch 191 | loss: 3.16814e-05 | val_loss: 3.25485e-05 | Time: 6296.77 ms [2020-11-27 18:44:10 main:574] : INFO : Epoch 192 | loss: 3.149e-05 | val_loss: 3.16196e-05 | Time: 6230.99 ms [2020-11-27 18:44:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.16196e-05 [2020-11-27 18:44:10 main:603] : INFO : Saving end state to config to file [2020-11-27 18:44:10 main:608] : INFO : Success, exiting.. 18:44:10 (30524): 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)