Task 2827814
| Name | rand_automata_0035-1604982753-18013-1_0 |
| Workunit | 1274276 |
| Created | 11 Nov 2020, 2:23:48 UTC |
| Sent | 11 Nov 2020, 2:24:39 UTC |
| Report deadline | 18 Nov 2020, 2:24:39 UTC |
| Received | 11 Nov 2020, 12:28:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 20 min 18 sec |
| CPU time | 19 min 38 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 13:08:42 main:435] : INFO : Set logging level to 1 [2020-11-11 13:08:42 main:441] : INFO : Running in BOINC Client mode [2020-11-11 13:08:42 main:444] : INFO : Resolving all filenames [2020-11-11 13:08:42 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-train-val-dataset.hdf5 (exists = 1) [2020-11-11 13:08:42 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-1604982753-18013-1_0_r21338073_1 (exists = 0) [2020-11-11 13:08:42 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-1604982753-18013-1_0_r21338073_0 (exists = 0) [2020-11-11 13:08:42 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-1604982753-18013-1 (exists = 1) [2020-11-11 13:08:42 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 13:08:42 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-train-val-dataset.hdf5 [2020-11-11 13:08:42 main:474] : INFO : Configuration: [2020-11-11 13:08:42 main:475] : INFO : Model type: LSTM [2020-11-11 13:08:43 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 13:08:43 main:477] : INFO : Max Epochs: 192 [2020-11-11 13:08:43 main:478] : INFO : Batch Size: 32 [2020-11-11 13:08:43 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 13:08:43 main:480] : INFO : Patience: 10 [2020-11-11 13:08:43 main:481] : INFO : Hidden Width: 64 [2020-11-11 13:08:43 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 13:08:43 main:483] : INFO : # Backend Layers: 2 [2020-11-11 13:08:43 main:484] : INFO : # Threads: 1 [2020-11-11 13:08:43 main:486] : INFO : Preparing Dataset [2020-11-11 13:08:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-train-val-dataset.hdf5 into memory [2020-11-11 13:08:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-train-val-dataset.hdf5 into memory [2020-11-11 13:08:46 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 13:08:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-train-val-dataset.hdf5 into memory [2020-11-11 13:08:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-train-val-dataset.hdf5 into memory [2020-11-11 13:08:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 13:08:46 main:494] : INFO : Creating Model [2020-11-11 13:08:46 main:507] : INFO : Preparing config file [2020-11-11 13:08:46 main:519] : INFO : Creating new config file [2020-11-11 13:08:46 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 13:08:48 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 13:08:48 main:562] : INFO : Starting Training [2020-11-11 13:08:56 main:574] : INFO : Epoch 1 | loss: 0.000157412 | val_loss: 0.000130463 | Time: 7562.62 ms [2020-11-11 13:09:03 main:574] : INFO : Epoch 2 | loss: 0.000125764 | val_loss: 0.000132242 | Time: 7092.53 ms [2020-11-11 13:09:10 main:574] : INFO : Epoch 3 | loss: 0.000125801 | val_loss: 0.000130338 | Time: 7172.49 ms [2020-11-11 13:09:17 main:574] : INFO : Epoch 4 | loss: 0.000124831 | val_loss: 0.000129364 | Time: 7200.25 ms [2020-11-11 13:09:24 main:574] : INFO : Epoch 5 | loss: 0.000124274 | val_loss: 0.000128971 | Time: 7062.82 ms [2020-11-11 13:09:31 main:574] : INFO : Epoch 6 | loss: 0.000123405 | val_loss: 0.000127631 | Time: 7097.71 ms [2020-11-11 13:09:38 main:574] : INFO : Epoch 7 | loss: 0.000122055 | val_loss: 0.000125852 | Time: 6940.91 ms [2020-11-11 13:09:45 main:574] : INFO : Epoch 8 | loss: 0.00012031 | val_loss: 0.000124314 | Time: 7055.09 ms [2020-11-11 13:09:52 main:574] : INFO : Epoch 9 | loss: 0.00011923 | val_loss: 0.000123037 | Time: 6626.53 ms [2020-11-11 13:09:58 main:574] : INFO : Epoch 10 | loss: 0.000117676 | val_loss: 0.000121467 | Time: 6257.68 ms [2020-11-11 13:10:05 main:574] : INFO : Epoch 11 | loss: 0.000116402 | val_loss: 0.000120846 | Time: 6212.34 ms [2020-11-11 13:10:11 main:574] : INFO : Epoch 12 | loss: 0.000114964 | val_loss: 0.000118557 | Time: 6443.22 ms [2020-11-11 13:10:17 main:574] : INFO : Epoch 13 | loss: 0.000113911 | val_loss: 0.000116832 | Time: 6127.54 ms [2020-11-11 13:10:24 main:574] : INFO : Epoch 14 | loss: 0.000112006 | val_loss: 0.000117046 | Time: 6316.27 ms [2020-11-11 13:10:30 main:574] : INFO : Epoch 15 | loss: 0.000110904 | val_loss: 0.000113161 | Time: 6136.72 ms [2020-11-11 13:10:36 main:574] : INFO : Epoch 16 | loss: 0.000109436 | val_loss: 0.000113478 | Time: 6269.25 ms [2020-11-11 13:10:42 main:574] : INFO : Epoch 17 | loss: 0.000108702 | val_loss: 0.000111405 | Time: 6077.94 ms [2020-11-11 13:10:49 main:574] : INFO : Epoch 18 | loss: 0.000106542 | val_loss: 0.000110263 | Time: 6237.37 ms [2020-11-11 13:10:55 main:574] : INFO : Epoch 19 | loss: 0.000105484 | val_loss: 0.000108978 | Time: 6304.13 ms [2020-11-11 13:11:01 main:574] : INFO : Epoch 20 | loss: 0.000104315 | val_loss: 0.000107101 | Time: 6234.58 ms [2020-11-11 13:11:08 main:574] : INFO : Epoch 21 | loss: 0.000103099 | val_loss: 0.000109729 | Time: 6165.13 ms [2020-11-11 13:11:14 main:574] : INFO : Epoch 22 | loss: 0.000102096 | val_loss: 0.000104297 | Time: 6116.3 ms [2020-11-11 13:11:20 main:574] : INFO : Epoch 23 | loss: 0.000100953 | val_loss: 0.00010374 | Time: 6343.86 ms [2020-11-11 13:11:27 main:574] : INFO : Epoch 24 | loss: 9.98904e-05 | val_loss: 0.000101977 | Time: 6354.04 ms [2020-11-11 13:11:33 main:574] : INFO : Epoch 25 | loss: 9.90416e-05 | val_loss: 0.000101444 | Time: 6434.57 ms [2020-11-11 13:11:39 main:574] : INFO : Epoch 26 | loss: 9.76238e-05 | val_loss: 0.000101819 | Time: 6084.94 ms [2020-11-11 13:11:45 main:574] : INFO : Epoch 27 | loss: 9.71578e-05 | val_loss: 9.90695e-05 | Time: 6085.09 ms [2020-11-11 13:11:52 main:574] : INFO : Epoch 28 | loss: 9.55156e-05 | val_loss: 9.86213e-05 | Time: 6406.7 ms [2020-11-11 13:11:58 main:574] : INFO : Epoch 29 | loss: 9.46819e-05 | val_loss: 9.71941e-05 | Time: 6135.78 ms [2020-11-11 13:12:04 main:574] : INFO : Epoch 30 | loss: 9.35362e-05 | val_loss: 9.63555e-05 | Time: 6180.74 ms [2020-11-11 13:12:10 main:574] : INFO : Epoch 31 | loss: 9.25148e-05 | val_loss: 9.5729e-05 | Time: 5966.24 ms [2020-11-11 13:12:17 main:574] : INFO : Epoch 32 | loss: 9.13816e-05 | val_loss: 9.47349e-05 | Time: 6343.35 ms [2020-11-11 13:12:23 main:574] : INFO : Epoch 33 | loss: 9.08567e-05 | val_loss: 9.47374e-05 | Time: 6180.5 ms [2020-11-11 13:12:29 main:574] : INFO : Epoch 34 | loss: 8.97408e-05 | val_loss: 9.47966e-05 | Time: 6076.17 ms [2020-11-11 13:12:35 main:574] : INFO : Epoch 35 | loss: 8.91128e-05 | val_loss: 9.21301e-05 | Time: 6217.94 ms [2020-11-11 13:12:41 main:574] : INFO : Epoch 36 | loss: 8.80761e-05 | val_loss: 9.0825e-05 | Time: 6178.57 ms [2020-11-11 13:12:48 main:574] : INFO : Epoch 37 | loss: 8.71529e-05 | val_loss: 9.08764e-05 | Time: 6227.88 ms [2020-11-11 13:12:54 main:574] : INFO : Epoch 38 | loss: 8.63686e-05 | val_loss: 9.07977e-05 | Time: 6225.1 ms [2020-11-11 13:13:00 main:574] : INFO : Epoch 39 | loss: 8.54966e-05 | val_loss: 8.7778e-05 | Time: 6139.82 ms [2020-11-11 13:13:06 main:574] : INFO : Epoch 40 | loss: 8.49397e-05 | val_loss: 8.71203e-05 | Time: 6131.49 ms [2020-11-11 13:13:13 main:574] : INFO : Epoch 41 | loss: 8.36131e-05 | val_loss: 8.74879e-05 | Time: 6134.08 ms [2020-11-11 13:13:19 main:574] : INFO : Epoch 42 | loss: 8.33491e-05 | val_loss: 8.47193e-05 | Time: 6085.58 ms [2020-11-11 13:13:25 main:574] : INFO : Epoch 43 | loss: 8.26902e-05 | val_loss: 8.63242e-05 | Time: 6075.46 ms [2020-11-11 13:13:31 main:574] : INFO : Epoch 44 | loss: 8.16931e-05 | val_loss: 8.35788e-05 | Time: 6030.98 ms [2020-11-11 13:13:37 main:574] : INFO : Epoch 45 | loss: 8.10915e-05 | val_loss: 8.46722e-05 | Time: 6249.18 ms [2020-11-11 13:13:44 main:574] : INFO : Epoch 46 | loss: 7.97677e-05 | val_loss: 8.25627e-05 | Time: 6481.94 ms [2020-11-11 13:13:50 main:574] : INFO : Epoch 47 | loss: 7.93384e-05 | val_loss: 8.2142e-05 | Time: 6074.69 ms [2020-11-11 13:13:56 main:574] : INFO : Epoch 48 | loss: 7.87586e-05 | val_loss: 8.19329e-05 | Time: 6156.2 ms [2020-11-11 13:14:02 main:574] : INFO : Epoch 49 | loss: 7.84254e-05 | val_loss: 8.12806e-05 | Time: 6101.66 ms [2020-11-11 13:14:09 main:574] : INFO : Epoch 50 | loss: 7.74885e-05 | val_loss: 8.10615e-05 | Time: 6279.88 ms [2020-11-11 13:14:15 main:574] : INFO : Epoch 51 | loss: 7.65828e-05 | val_loss: 8.00429e-05 | Time: 6298.23 ms [2020-11-11 13:14:21 main:574] : INFO : Epoch 52 | loss: 7.60058e-05 | val_loss: 7.95662e-05 | Time: 6261.77 ms [2020-11-11 13:14:28 main:574] : INFO : Epoch 53 | loss: 7.61939e-05 | val_loss: 7.84812e-05 | Time: 6207.69 ms [2020-11-11 13:14:34 main:574] : INFO : Epoch 54 | loss: 7.50423e-05 | val_loss: 7.90061e-05 | Time: 6057.62 ms [2020-11-11 13:14:40 main:574] : INFO : Epoch 55 | loss: 7.40955e-05 | val_loss: 7.6757e-05 | Time: 6264.4 ms [2020-11-11 13:14:47 main:574] : INFO : Epoch 56 | loss: 7.40667e-05 | val_loss: 7.66966e-05 | Time: 6562.2 ms [2020-11-11 13:14:53 main:574] : INFO : Epoch 57 | loss: 7.2956e-05 | val_loss: 7.60073e-05 | Time: 6711.39 ms [2020-11-11 13:14:59 main:574] : INFO : Epoch 58 | loss: 7.24494e-05 | val_loss: 7.51499e-05 | Time: 6131.68 ms [2020-11-11 13:15:06 main:574] : INFO : Epoch 59 | loss: 7.17347e-05 | val_loss: 7.48883e-05 | Time: 6358.89 ms [2020-11-11 13:15:12 main:574] : INFO : Epoch 60 | loss: 7.14013e-05 | val_loss: 7.35285e-05 | Time: 6188.86 ms [2020-11-11 13:15:18 main:574] : INFO : Epoch 61 | loss: 7.10907e-05 | val_loss: 7.34081e-05 | Time: 6049.95 ms [2020-11-11 13:15:24 main:574] : INFO : Epoch 62 | loss: 7.01392e-05 | val_loss: 7.37319e-05 | Time: 6040.32 ms [2020-11-11 13:15:31 main:574] : INFO : Epoch 63 | loss: 6.98352e-05 | val_loss: 7.27837e-05 | Time: 6263.32 ms [2020-11-11 13:15:37 main:574] : INFO : Epoch 64 | loss: 6.95139e-05 | val_loss: 7.4086e-05 | Time: 6027.37 ms [2020-11-11 13:15:43 main:574] : INFO : Epoch 65 | loss: 6.86666e-05 | val_loss: 7.17703e-05 | Time: 6115.64 ms [2020-11-11 13:15:49 main:574] : INFO : Epoch 66 | loss: 6.85698e-05 | val_loss: 7.06528e-05 | Time: 6207.87 ms [2020-11-11 13:15:55 main:574] : INFO : Epoch 67 | loss: 6.75514e-05 | val_loss: 7.12343e-05 | Time: 6081.44 ms [2020-11-11 13:16:01 main:574] : INFO : Epoch 68 | loss: 6.74249e-05 | val_loss: 6.98805e-05 | Time: 6205.6 ms [2020-11-11 13:16:08 main:574] : INFO : Epoch 69 | loss: 6.67225e-05 | val_loss: 7.06856e-05 | Time: 6298.79 ms [2020-11-11 13:16:14 main:574] : INFO : Epoch 70 | loss: 6.60908e-05 | val_loss: 6.8972e-05 | Time: 6162.36 ms [2020-11-11 13:16:20 main:574] : INFO : Epoch 71 | loss: 6.60312e-05 | val_loss: 6.84808e-05 | Time: 5912.53 ms [2020-11-11 13:16:26 main:574] : INFO : Epoch 72 | loss: 6.52255e-05 | val_loss: 6.92984e-05 | Time: 6188.2 ms [2020-11-11 13:16:32 main:574] : INFO : Epoch 73 | loss: 6.51401e-05 | val_loss: 6.68672e-05 | Time: 6098.63 ms [2020-11-11 13:16:39 main:574] : INFO : Epoch 74 | loss: 6.44705e-05 | val_loss: 6.74392e-05 | Time: 6086.86 ms [2020-11-11 13:16:45 main:574] : INFO : Epoch 75 | loss: 6.37666e-05 | val_loss: 6.96159e-05 | Time: 6103.01 ms [2020-11-11 13:16:51 main:574] : INFO : Epoch 76 | loss: 6.33856e-05 | val_loss: 6.61978e-05 | Time: 6017.21 ms [2020-11-11 13:16:57 main:574] : INFO : Epoch 77 | loss: 6.30708e-05 | val_loss: 6.51233e-05 | Time: 6220.14 ms [2020-11-11 13:17:03 main:574] : INFO : Epoch 78 | loss: 6.24479e-05 | val_loss: 6.50218e-05 | Time: 6060.25 ms [2020-11-11 13:17:09 main:574] : INFO : Epoch 79 | loss: 6.19788e-05 | val_loss: 6.47954e-05 | Time: 6162.85 ms [2020-11-11 13:17:15 main:574] : INFO : Epoch 80 | loss: 6.20875e-05 | val_loss: 6.66198e-05 | Time: 5988.08 ms [2020-11-11 13:17:22 main:574] : INFO : Epoch 81 | loss: 6.1616e-05 | val_loss: 6.51942e-05 | Time: 6146.21 ms [2020-11-11 13:17:28 main:574] : INFO : Epoch 82 | loss: 6.0777e-05 | val_loss: 6.30558e-05 | Time: 6085.39 ms [2020-11-11 13:17:34 main:574] : INFO : Epoch 83 | loss: 6.04387e-05 | val_loss: 6.32858e-05 | Time: 5888.04 ms [2020-11-11 13:17:40 main:574] : INFO : Epoch 84 | loss: 6.05062e-05 | val_loss: 6.33948e-05 | Time: 6241.24 ms [2020-11-11 13:17:46 main:574] : INFO : Epoch 85 | loss: 6.00179e-05 | val_loss: 6.14025e-05 | Time: 6084.21 ms [2020-11-11 13:17:52 main:574] : INFO : Epoch 86 | loss: 5.94724e-05 | val_loss: 6.22943e-05 | Time: 5873.41 ms [2020-11-11 13:17:58 main:574] : INFO : Epoch 87 | loss: 5.8696e-05 | val_loss: 6.20189e-05 | Time: 6144.71 ms [2020-11-11 13:18:04 main:574] : INFO : Epoch 88 | loss: 5.90268e-05 | val_loss: 6.11396e-05 | Time: 6190.75 ms [2020-11-11 13:18:11 main:574] : INFO : Epoch 89 | loss: 5.83586e-05 | val_loss: 5.99846e-05 | Time: 6282.21 ms [2020-11-11 13:18:17 main:574] : INFO : Epoch 90 | loss: 5.77053e-05 | val_loss: 6.12626e-05 | Time: 6091.11 ms [2020-11-11 13:18:23 main:574] : INFO : Epoch 91 | loss: 5.77825e-05 | val_loss: 5.98709e-05 | Time: 6129.5 ms [2020-11-11 13:18:29 main:574] : INFO : Epoch 92 | loss: 5.72936e-05 | val_loss: 5.9997e-05 | Time: 5924.86 ms [2020-11-11 13:18:35 main:574] : INFO : Epoch 93 | loss: 5.70808e-05 | val_loss: 5.9587e-05 | Time: 6025.3 ms [2020-11-11 13:18:41 main:574] : INFO : Epoch 94 | loss: 5.66543e-05 | val_loss: 5.94977e-05 | Time: 6118.39 ms [2020-11-11 13:18:47 main:574] : INFO : Epoch 95 | loss: 5.63645e-05 | val_loss: 5.82753e-05 | Time: 5942.61 ms [2020-11-11 13:18:53 main:574] : INFO : Epoch 96 | loss: 5.5762e-05 | val_loss: 5.94058e-05 | Time: 6054.61 ms [2020-11-11 13:18:59 main:574] : INFO : Epoch 97 | loss: 5.55744e-05 | val_loss: 5.76582e-05 | Time: 6117.78 ms [2020-11-11 13:19:06 main:574] : INFO : Epoch 98 | loss: 5.53376e-05 | val_loss: 5.94378e-05 | Time: 5978.3 ms [2020-11-11 13:19:12 main:574] : INFO : Epoch 99 | loss: 5.47372e-05 | val_loss: 5.69895e-05 | Time: 6035.89 ms [2020-11-11 13:19:18 main:574] : INFO : Epoch 100 | loss: 5.46997e-05 | val_loss: 5.68532e-05 | Time: 5979.97 ms [2020-11-11 13:19:24 main:574] : INFO : Epoch 101 | loss: 5.42344e-05 | val_loss: 5.61247e-05 | Time: 6130.1 ms [2020-11-11 13:19:30 main:574] : INFO : Epoch 102 | loss: 5.40143e-05 | val_loss: 5.6754e-05 | Time: 5863.26 ms [2020-11-11 13:19:36 main:574] : INFO : Epoch 103 | loss: 5.35842e-05 | val_loss: 5.70999e-05 | Time: 6053.61 ms [2020-11-11 13:19:42 main:574] : INFO : Epoch 104 | loss: 5.38647e-05 | val_loss: 5.51409e-05 | Time: 6207.69 ms [2020-11-11 13:19:48 main:574] : INFO : Epoch 105 | loss: 5.27853e-05 | val_loss: 5.53791e-05 | Time: 6128.57 ms [2020-11-11 13:19:55 main:574] : INFO : Epoch 106 | loss: 5.27803e-05 | val_loss: 5.52646e-05 | Time: 6270.94 ms [2020-11-11 13:20:01 main:574] : INFO : Epoch 107 | loss: 5.28505e-05 | val_loss: 5.59658e-05 | Time: 6310.95 ms [2020-11-11 13:20:07 main:574] : INFO : Epoch 108 | loss: 5.25247e-05 | val_loss: 5.36761e-05 | Time: 6323.43 ms [2020-11-11 13:20:14 main:574] : INFO : Epoch 109 | loss: 5.17695e-05 | val_loss: 5.39317e-05 | Time: 6388.96 ms [2020-11-11 13:20:20 main:574] : INFO : Epoch 110 | loss: 5.1776e-05 | val_loss: 5.34283e-05 | Time: 6125.8 ms [2020-11-11 13:20:26 main:574] : INFO : Epoch 111 | loss: 5.13601e-05 | val_loss: 5.42269e-05 | Time: 6138.47 ms [2020-11-11 13:20:32 main:574] : INFO : Epoch 112 | loss: 5.14335e-05 | val_loss: 5.39054e-05 | Time: 6083.14 ms [2020-11-11 13:20:38 main:574] : INFO : Epoch 113 | loss: 5.04995e-05 | val_loss: 5.30788e-05 | Time: 6005.7 ms [2020-11-11 13:20:44 main:574] : INFO : Epoch 114 | loss: 5.10684e-05 | val_loss: 5.33375e-05 | Time: 6000.41 ms [2020-11-11 13:20:51 main:574] : INFO : Epoch 115 | loss: 5.03451e-05 | val_loss: 5.23107e-05 | Time: 6148.75 ms [2020-11-11 13:20:57 main:574] : INFO : Epoch 116 | loss: 4.98881e-05 | val_loss: 5.19648e-05 | Time: 6174.47 ms [2020-11-11 13:21:03 main:574] : INFO : Epoch 117 | loss: 5.029e-05 | val_loss: 5.21017e-05 | Time: 6169.17 ms [2020-11-11 13:21:09 main:574] : INFO : Epoch 118 | loss: 4.93232e-05 | val_loss: 5.18107e-05 | Time: 6107.97 ms [2020-11-11 13:21:15 main:574] : INFO : Epoch 119 | loss: 4.9456e-05 | val_loss: 5.15977e-05 | Time: 5994.98 ms [2020-11-11 13:21:22 main:574] : INFO : Epoch 120 | loss: 4.88806e-05 | val_loss: 5.07175e-05 | Time: 6142.52 ms [2020-11-11 13:21:28 main:574] : INFO : Epoch 121 | loss: 4.88398e-05 | val_loss: 5.10626e-05 | Time: 6038.31 ms [2020-11-11 13:21:34 main:574] : INFO : Epoch 122 | loss: 4.84951e-05 | val_loss: 5.18922e-05 | Time: 6106.24 ms [2020-11-11 13:21:40 main:574] : INFO : Epoch 123 | loss: 4.81601e-05 | val_loss: 5.01386e-05 | Time: 6067.06 ms [2020-11-11 13:21:46 main:574] : INFO : Epoch 124 | loss: 4.79327e-05 | val_loss: 5.0753e-05 | Time: 6004.83 ms [2020-11-11 13:21:52 main:574] : INFO : Epoch 125 | loss: 4.77733e-05 | val_loss: 5.00865e-05 | Time: 6105.67 ms [2020-11-11 13:21:58 main:574] : INFO : Epoch 126 | loss: 4.78294e-05 | val_loss: 4.94726e-05 | Time: 6262.51 ms [2020-11-11 13:22:04 main:574] : INFO : Epoch 127 | loss: 4.74662e-05 | val_loss: 5.01056e-05 | Time: 6074.64 ms [2020-11-11 13:22:11 main:574] : INFO : Epoch 128 | loss: 4.71042e-05 | val_loss: 4.89657e-05 | Time: 6058.41 ms [2020-11-11 13:22:17 main:574] : INFO : Epoch 129 | loss: 4.69066e-05 | val_loss: 4.8815e-05 | Time: 6103.24 ms [2020-11-11 13:22:23 main:574] : INFO : Epoch 130 | loss: 4.68284e-05 | val_loss: 4.95322e-05 | Time: 6179.3 ms [2020-11-11 13:22:29 main:574] : INFO : Epoch 131 | loss: 4.6631e-05 | val_loss: 4.80694e-05 | Time: 6236.79 ms [2020-11-11 13:22:35 main:574] : INFO : Epoch 132 | loss: 4.65345e-05 | val_loss: 4.92385e-05 | Time: 6002.52 ms [2020-11-11 13:22:41 main:574] : INFO : Epoch 133 | loss: 4.60628e-05 | val_loss: 4.74808e-05 | Time: 6014.53 ms [2020-11-11 13:22:48 main:574] : INFO : Epoch 134 | loss: 4.60253e-05 | val_loss: 4.86835e-05 | Time: 6167.73 ms [2020-11-11 13:22:54 main:574] : INFO : Epoch 135 | loss: 4.57926e-05 | val_loss: 4.81535e-05 | Time: 5965.94 ms [2020-11-11 13:23:00 main:574] : INFO : Epoch 136 | loss: 4.55734e-05 | val_loss: 4.66742e-05 | Time: 6045.16 ms [2020-11-11 13:23:06 main:574] : INFO : Epoch 137 | loss: 4.48926e-05 | val_loss: 4.6726e-05 | Time: 5938.75 ms [2020-11-11 13:23:12 main:574] : INFO : Epoch 138 | loss: 4.4609e-05 | val_loss: 4.66087e-05 | Time: 6197.36 ms [2020-11-11 13:23:18 main:574] : INFO : Epoch 139 | loss: 4.47821e-05 | val_loss: 4.76937e-05 | Time: 5983.09 ms [2020-11-11 13:23:24 main:574] : INFO : Epoch 140 | loss: 4.47832e-05 | val_loss: 4.73665e-05 | Time: 5958.41 ms [2020-11-11 13:23:30 main:574] : INFO : Epoch 141 | loss: 4.44907e-05 | val_loss: 4.62408e-05 | Time: 6157.17 ms [2020-11-11 13:23:36 main:574] : INFO : Epoch 142 | loss: 4.42884e-05 | val_loss: 4.59579e-05 | Time: 6099.34 ms [2020-11-11 13:23:42 main:574] : INFO : Epoch 143 | loss: 4.38572e-05 | val_loss: 4.63837e-05 | Time: 5918.46 ms [2020-11-11 13:23:48 main:574] : INFO : Epoch 144 | loss: 4.3851e-05 | val_loss: 4.66201e-05 | Time: 6039.07 ms [2020-11-11 13:23:54 main:574] : INFO : Epoch 145 | loss: 4.34088e-05 | val_loss: 4.64171e-05 | Time: 5913.15 ms [2020-11-11 13:24:01 main:574] : INFO : Epoch 146 | loss: 4.36248e-05 | val_loss: 4.71153e-05 | Time: 6137.11 ms [2020-11-11 13:24:07 main:574] : INFO : Epoch 147 | loss: 4.33744e-05 | val_loss: 4.57514e-05 | Time: 6139.48 ms [2020-11-11 13:24:13 main:574] : INFO : Epoch 148 | loss: 4.30446e-05 | val_loss: 4.57576e-05 | Time: 6043.78 ms [2020-11-11 13:24:19 main:574] : INFO : Epoch 149 | loss: 4.27048e-05 | val_loss: 4.38571e-05 | Time: 6119.12 ms [2020-11-11 13:24:25 main:574] : INFO : Epoch 150 | loss: 4.27511e-05 | val_loss: 4.3884e-05 | Time: 6020.11 ms [2020-11-11 13:24:31 main:574] : INFO : Epoch 151 | loss: 4.23081e-05 | val_loss: 4.36178e-05 | Time: 5980.76 ms [2020-11-11 13:24:37 main:574] : INFO : Epoch 152 | loss: 4.24456e-05 | val_loss: 4.3528e-05 | Time: 6084.12 ms [2020-11-11 13:24:43 main:574] : INFO : Epoch 153 | loss: 4.20847e-05 | val_loss: 4.38343e-05 | Time: 6004.34 ms [2020-11-11 13:24:50 main:574] : INFO : Epoch 154 | loss: 4.21138e-05 | val_loss: 4.3372e-05 | Time: 6182.56 ms [2020-11-11 13:24:56 main:574] : INFO : Epoch 155 | loss: 4.18113e-05 | val_loss: 4.37176e-05 | Time: 5923.47 ms [2020-11-11 13:25:02 main:574] : INFO : Epoch 156 | loss: 4.16093e-05 | val_loss: 4.38365e-05 | Time: 6286.93 ms [2020-11-11 13:25:08 main:574] : INFO : Epoch 157 | loss: 4.15005e-05 | val_loss: 4.26939e-05 | Time: 6237.56 ms [2020-11-11 13:25:14 main:574] : INFO : Epoch 158 | loss: 4.11458e-05 | val_loss: 4.47373e-05 | Time: 6150.65 ms [2020-11-11 13:25:20 main:574] : INFO : Epoch 159 | loss: 4.11792e-05 | val_loss: 4.28026e-05 | Time: 5924.47 ms [2020-11-11 13:25:27 main:574] : INFO : Epoch 160 | loss: 4.0487e-05 | val_loss: 4.23794e-05 | Time: 6090.95 ms [2020-11-11 13:25:33 main:574] : INFO : Epoch 161 | loss: 4.10976e-05 | val_loss: 4.34806e-05 | Time: 5988.8 ms [2020-11-11 13:25:39 main:574] : INFO : Epoch 162 | loss: 4.0947e-05 | val_loss: 4.41128e-05 | Time: 6147.81 ms [2020-11-11 13:25:45 main:574] : INFO : Epoch 163 | loss: 4.05083e-05 | val_loss: 4.20437e-05 | Time: 5996.82 ms [2020-11-11 13:25:51 main:574] : INFO : Epoch 164 | loss: 3.99795e-05 | val_loss: 4.17335e-05 | Time: 6142.41 ms [2020-11-11 13:25:57 main:574] : INFO : Epoch 165 | loss: 3.99093e-05 | val_loss: 4.21385e-05 | Time: 6077.66 ms [2020-11-11 13:26:03 main:574] : INFO : Epoch 166 | loss: 4.00273e-05 | val_loss: 4.20061e-05 | Time: 6134.51 ms [2020-11-11 13:26:10 main:574] : INFO : Epoch 167 | loss: 4.00591e-05 | val_loss: 4.23049e-05 | Time: 6164.28 ms [2020-11-11 13:26:16 main:574] : INFO : Epoch 168 | loss: 3.97371e-05 | val_loss: 4.17168e-05 | Time: 6062.53 ms [2020-11-11 13:26:22 main:574] : INFO : Epoch 169 | loss: 3.95796e-05 | val_loss: 4.10434e-05 | Time: 6221.05 ms [2020-11-11 13:26:28 main:574] : INFO : Epoch 170 | loss: 3.95072e-05 | val_loss: 4.19225e-05 | Time: 6151.47 ms [2020-11-11 13:26:34 main:574] : INFO : Epoch 171 | loss: 3.92099e-05 | val_loss: 4.21569e-05 | Time: 6056.41 ms [2020-11-11 13:26:41 main:574] : INFO : Epoch 172 | loss: 3.90047e-05 | val_loss: 4.16839e-05 | Time: 6209.61 ms [2020-11-11 13:26:47 main:574] : INFO : Epoch 173 | loss: 3.87899e-05 | val_loss: 4.0975e-05 | Time: 6297.24 ms [2020-11-11 13:26:53 main:574] : INFO : Epoch 174 | loss: 3.84548e-05 | val_loss: 4.06007e-05 | Time: 6278.76 ms [2020-11-11 13:26:59 main:574] : INFO : Epoch 175 | loss: 3.85269e-05 | val_loss: 4.00987e-05 | Time: 6014.73 ms [2020-11-11 13:27:06 main:574] : INFO : Epoch 176 | loss: 3.84744e-05 | val_loss: 3.94068e-05 | Time: 6154.81 ms [2020-11-11 13:27:12 main:574] : INFO : Epoch 177 | loss: 3.80886e-05 | val_loss: 3.96009e-05 | Time: 6017.7 ms [2020-11-11 13:27:18 main:574] : INFO : Epoch 178 | loss: 3.79514e-05 | val_loss: 3.99033e-05 | Time: 6131.83 ms [2020-11-11 13:27:24 main:574] : INFO : Epoch 179 | loss: 3.77248e-05 | val_loss: 3.99685e-05 | Time: 6174.88 ms [2020-11-11 13:27:30 main:574] : INFO : Epoch 180 | loss: 3.81407e-05 | val_loss: 4.05999e-05 | Time: 5962.76 ms [2020-11-11 13:27:36 main:574] : INFO : Epoch 181 | loss: 3.76881e-05 | val_loss: 3.98211e-05 | Time: 6008.89 ms [2020-11-11 13:27:42 main:574] : INFO : Epoch 182 | loss: 3.76684e-05 | val_loss: 4.00088e-05 | Time: 5985.16 ms [2020-11-11 13:27:48 main:574] : INFO : Epoch 183 | loss: 3.7554e-05 | val_loss: 3.89385e-05 | Time: 6107.5 ms [2020-11-11 13:27:54 main:574] : INFO : Epoch 184 | loss: 3.7556e-05 | val_loss: 3.89658e-05 | Time: 6094.24 ms [2020-11-11 13:28:00 main:574] : INFO : Epoch 185 | loss: 3.70665e-05 | val_loss: 3.89017e-05 | Time: 6000.94 ms [2020-11-11 13:28:07 main:574] : INFO : Epoch 186 | loss: 3.7126e-05 | val_loss: 3.96897e-05 | Time: 6101.79 ms [2020-11-11 13:28:13 main:574] : INFO : Epoch 187 | loss: 3.67726e-05 | val_loss: 4.05591e-05 | Time: 6264.31 ms [2020-11-11 13:28:19 main:574] : INFO : Epoch 188 | loss: 3.65578e-05 | val_loss: 3.95391e-05 | Time: 6142.7 ms [2020-11-11 13:28:25 main:574] : INFO : Epoch 189 | loss: 3.6904e-05 | val_loss: 3.98012e-05 | Time: 6142.23 ms [2020-11-11 13:28:31 main:574] : INFO : Epoch 190 | loss: 3.653e-05 | val_loss: 3.83915e-05 | Time: 6159.81 ms [2020-11-11 13:28:38 main:574] : INFO : Epoch 191 | loss: 3.64711e-05 | val_loss: 3.8221e-05 | Time: 6060.54 ms [2020-11-11 13:28:44 main:574] : INFO : Epoch 192 | loss: 3.60211e-05 | val_loss: 3.7667e-05 | Time: 6225.87 ms [2020-11-11 13:28:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.7667e-05 [2020-11-11 13:28:44 main:603] : INFO : Saving end state to config to file [2020-11-11 13:28:44 main:608] : INFO : Success, exiting.. 13:28:44 (4668): 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)