Task 3144024
| Name | rand_automata_0063-1605424036-10427-1_2 |
| Workunit | 1345038 |
| Created | 30 Nov 2020, 3:31:06 UTC |
| Sent | 30 Nov 2020, 3:53:02 UTC |
| Report deadline | 7 Dec 2020, 3:53:02 UTC |
| Received | 30 Nov 2020, 4:11:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3097 |
| Run time | 17 min 43 sec |
| CPU time | 17 min 4 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,641.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-29 22:53:37 main:435] : INFO : Set logging level to 1 [2020-11-29 22:53:37 main:441] : INFO : Running in BOINC Client mode [2020-11-29 22:53:37 main:444] : INFO : Resolving all filenames [2020-11-29 22:53:37 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 (exists = 1) [2020-11-29 22:53:37 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1605424036-10427-1_2_r1240633088_1 (exists = 0) [2020-11-29 22:53:37 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1605424036-10427-1_2_r1240633088_0 (exists = 0) [2020-11-29 22:53:37 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1605424036-10427-1 (exists = 1) [2020-11-29 22:53:37 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-29 22:53:37 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 [2020-11-29 22:53:37 main:474] : INFO : Configuration: [2020-11-29 22:53:38 main:475] : INFO : Model type: LSTM [2020-11-29 22:53:38 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-29 22:53:38 main:477] : INFO : Max Epochs: 192 [2020-11-29 22:53:38 main:478] : INFO : Batch Size: 32 [2020-11-29 22:53:38 main:479] : INFO : Learning Rate: 0.001 [2020-11-29 22:53:38 main:480] : INFO : Patience: 10 [2020-11-29 22:53:38 main:481] : INFO : Hidden Width: 64 [2020-11-29 22:53:38 main:482] : INFO : # Recurrent Layers: 4 [2020-11-29 22:53:38 main:483] : INFO : # Backend Layers: 2 [2020-11-29 22:53:38 main:484] : INFO : # Threads: 1 [2020-11-29 22:53:38 main:486] : INFO : Preparing Dataset [2020-11-29 22:53:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 into memory [2020-11-29 22:53:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 into memory [2020-11-29 22:53:41 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-29 22:53:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 into memory [2020-11-29 22:53:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 into memory [2020-11-29 22:53:41 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-29 22:53:41 main:494] : INFO : Creating Model [2020-11-29 22:53:41 main:507] : INFO : Preparing config file [2020-11-29 22:53:41 main:519] : INFO : Creating new config file [2020-11-29 22:53:41 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-29 22:53:42 main:559] : INFO : Loading DataLoader into Memory [2020-11-29 22:53:42 main:562] : INFO : Starting Training [2020-11-29 22:53:48 main:574] : INFO : Epoch 1 | loss: 0.000152537 | val_loss: 0.000133389 | Time: 5776.79 ms [2020-11-29 22:53:53 main:574] : INFO : Epoch 2 | loss: 0.000130239 | val_loss: 0.000134314 | Time: 5314.98 ms [2020-11-29 22:53:59 main:574] : INFO : Epoch 3 | loss: 0.000130586 | val_loss: 0.000135077 | Time: 5320.22 ms [2020-11-29 22:54:04 main:574] : INFO : Epoch 4 | loss: 0.000130156 | val_loss: 0.000132553 | Time: 5330.15 ms [2020-11-29 22:54:10 main:574] : INFO : Epoch 5 | loss: 0.000129035 | val_loss: 0.00013302 | Time: 5322.12 ms [2020-11-29 22:54:15 main:574] : INFO : Epoch 6 | loss: 0.000128268 | val_loss: 0.000131923 | Time: 5326.86 ms [2020-11-29 22:54:20 main:574] : INFO : Epoch 7 | loss: 0.000127023 | val_loss: 0.000129832 | Time: 5322.78 ms [2020-11-29 22:54:26 main:574] : INFO : Epoch 8 | loss: 0.000126088 | val_loss: 0.000129801 | Time: 5323.54 ms [2020-11-29 22:54:31 main:574] : INFO : Epoch 9 | loss: 0.000125174 | val_loss: 0.000129014 | Time: 5337.89 ms [2020-11-29 22:54:36 main:574] : INFO : Epoch 10 | loss: 0.000123847 | val_loss: 0.000127628 | Time: 5324.01 ms [2020-11-29 22:54:42 main:574] : INFO : Epoch 11 | loss: 0.000122483 | val_loss: 0.000125256 | Time: 5276.56 ms [2020-11-29 22:54:47 main:574] : INFO : Epoch 12 | loss: 0.000121499 | val_loss: 0.000125189 | Time: 5309.27 ms [2020-11-29 22:54:53 main:574] : INFO : Epoch 13 | loss: 0.00012043 | val_loss: 0.000124708 | Time: 5338.52 ms [2020-11-29 22:54:58 main:574] : INFO : Epoch 14 | loss: 0.00011918 | val_loss: 0.000121684 | Time: 5316.12 ms [2020-11-29 22:55:03 main:574] : INFO : Epoch 15 | loss: 0.000117481 | val_loss: 0.000122681 | Time: 5329.69 ms [2020-11-29 22:55:09 main:574] : INFO : Epoch 16 | loss: 0.000116986 | val_loss: 0.000120086 | Time: 5317.39 ms [2020-11-29 22:55:14 main:574] : INFO : Epoch 17 | loss: 0.000116159 | val_loss: 0.000119098 | Time: 5352.3 ms [2020-11-29 22:55:19 main:574] : INFO : Epoch 18 | loss: 0.000114966 | val_loss: 0.000118677 | Time: 5324.68 ms [2020-11-29 22:55:25 main:574] : INFO : Epoch 19 | loss: 0.000113707 | val_loss: 0.000117296 | Time: 5338.75 ms [2020-11-29 22:55:30 main:574] : INFO : Epoch 20 | loss: 0.000112823 | val_loss: 0.000116408 | Time: 5328.1 ms [2020-11-29 22:55:36 main:574] : INFO : Epoch 21 | loss: 0.000111788 | val_loss: 0.000116011 | Time: 5339.41 ms [2020-11-29 22:55:41 main:574] : INFO : Epoch 22 | loss: 0.000110832 | val_loss: 0.000114945 | Time: 5335.35 ms [2020-11-29 22:55:46 main:574] : INFO : Epoch 23 | loss: 0.000109719 | val_loss: 0.000113783 | Time: 5336.95 ms [2020-11-29 22:55:52 main:574] : INFO : Epoch 24 | loss: 0.000109098 | val_loss: 0.000112329 | Time: 5322.86 ms [2020-11-29 22:55:57 main:574] : INFO : Epoch 25 | loss: 0.000108038 | val_loss: 0.000112209 | Time: 5320.09 ms [2020-11-29 22:56:03 main:574] : INFO : Epoch 26 | loss: 0.000106785 | val_loss: 0.000108998 | Time: 5322.03 ms [2020-11-29 22:56:08 main:574] : INFO : Epoch 27 | loss: 0.00010611 | val_loss: 0.000112125 | Time: 5313.23 ms [2020-11-29 22:56:13 main:574] : INFO : Epoch 28 | loss: 0.000105838 | val_loss: 0.00010837 | Time: 5323.79 ms [2020-11-29 22:56:19 main:574] : INFO : Epoch 29 | loss: 0.000104243 | val_loss: 0.000107347 | Time: 5322.11 ms [2020-11-29 22:56:24 main:574] : INFO : Epoch 30 | loss: 0.000103795 | val_loss: 0.000107031 | Time: 5320.97 ms [2020-11-29 22:56:30 main:574] : INFO : Epoch 31 | loss: 0.000102655 | val_loss: 0.000105841 | Time: 5322.74 ms [2020-11-29 22:56:35 main:574] : INFO : Epoch 32 | loss: 0.000101558 | val_loss: 0.00010373 | Time: 5316.9 ms [2020-11-29 22:56:40 main:574] : INFO : Epoch 33 | loss: 0.000100901 | val_loss: 0.000105733 | Time: 5322.48 ms [2020-11-29 22:56:46 main:574] : INFO : Epoch 34 | loss: 0.000100243 | val_loss: 0.000102477 | Time: 5311.97 ms [2020-11-29 22:56:51 main:574] : INFO : Epoch 35 | loss: 9.9865e-05 | val_loss: 0.000102676 | Time: 5318.65 ms [2020-11-29 22:56:56 main:574] : INFO : Epoch 36 | loss: 9.86906e-05 | val_loss: 0.000101949 | Time: 5300.99 ms [2020-11-29 22:57:02 main:574] : INFO : Epoch 37 | loss: 9.81374e-05 | val_loss: 0.000102229 | Time: 5306.58 ms [2020-11-29 22:57:07 main:574] : INFO : Epoch 38 | loss: 9.7258e-05 | val_loss: 0.000100726 | Time: 5302.5 ms [2020-11-29 22:57:13 main:574] : INFO : Epoch 39 | loss: 9.63365e-05 | val_loss: 9.96536e-05 | Time: 5304.14 ms [2020-11-29 22:57:18 main:574] : INFO : Epoch 40 | loss: 9.60888e-05 | val_loss: 9.99612e-05 | Time: 5321.29 ms [2020-11-29 22:57:23 main:574] : INFO : Epoch 41 | loss: 9.51419e-05 | val_loss: 9.88307e-05 | Time: 5315.67 ms [2020-11-29 22:57:29 main:574] : INFO : Epoch 42 | loss: 9.45234e-05 | val_loss: 9.73754e-05 | Time: 5321.13 ms [2020-11-29 22:57:34 main:574] : INFO : Epoch 43 | loss: 9.3378e-05 | val_loss: 9.81127e-05 | Time: 5322.09 ms [2020-11-29 22:57:40 main:574] : INFO : Epoch 44 | loss: 9.33567e-05 | val_loss: 9.73545e-05 | Time: 5321.93 ms [2020-11-29 22:57:45 main:574] : INFO : Epoch 45 | loss: 9.27104e-05 | val_loss: 9.64911e-05 | Time: 5334.28 ms [2020-11-29 22:57:50 main:574] : INFO : Epoch 46 | loss: 9.19575e-05 | val_loss: 9.47515e-05 | Time: 5309.45 ms [2020-11-29 22:57:56 main:574] : INFO : Epoch 47 | loss: 9.09915e-05 | val_loss: 9.48137e-05 | Time: 5317.21 ms [2020-11-29 22:58:01 main:574] : INFO : Epoch 48 | loss: 9.04209e-05 | val_loss: 9.36916e-05 | Time: 5309.58 ms [2020-11-29 22:58:06 main:574] : INFO : Epoch 49 | loss: 8.99217e-05 | val_loss: 9.4115e-05 | Time: 5325.64 ms [2020-11-29 22:58:12 main:574] : INFO : Epoch 50 | loss: 8.96542e-05 | val_loss: 9.40578e-05 | Time: 5306.19 ms [2020-11-29 22:58:17 main:574] : INFO : Epoch 51 | loss: 8.89892e-05 | val_loss: 9.17141e-05 | Time: 5305.12 ms [2020-11-29 22:58:23 main:574] : INFO : Epoch 52 | loss: 8.8437e-05 | val_loss: 9.12906e-05 | Time: 5358.28 ms [2020-11-29 22:58:28 main:574] : INFO : Epoch 53 | loss: 8.72566e-05 | val_loss: 9.10192e-05 | Time: 5328.29 ms [2020-11-29 22:58:33 main:574] : INFO : Epoch 54 | loss: 8.69026e-05 | val_loss: 9.05979e-05 | Time: 5322.02 ms [2020-11-29 22:58:39 main:574] : INFO : Epoch 55 | loss: 8.61726e-05 | val_loss: 8.87592e-05 | Time: 5320.3 ms [2020-11-29 22:58:44 main:574] : INFO : Epoch 56 | loss: 8.54159e-05 | val_loss: 8.9846e-05 | Time: 5322.46 ms [2020-11-29 22:58:49 main:574] : INFO : Epoch 57 | loss: 8.48975e-05 | val_loss: 8.88997e-05 | Time: 5317.01 ms [2020-11-29 22:58:55 main:574] : INFO : Epoch 58 | loss: 8.4676e-05 | val_loss: 8.84584e-05 | Time: 5324.6 ms [2020-11-29 22:59:00 main:574] : INFO : Epoch 59 | loss: 8.40308e-05 | val_loss: 8.75227e-05 | Time: 5318.78 ms [2020-11-29 22:59:06 main:574] : INFO : Epoch 60 | loss: 8.34577e-05 | val_loss: 8.77346e-05 | Time: 5317.38 ms [2020-11-29 22:59:11 main:574] : INFO : Epoch 61 | loss: 8.31142e-05 | val_loss: 8.6602e-05 | Time: 5319.29 ms [2020-11-29 22:59:16 main:574] : INFO : Epoch 62 | loss: 8.29128e-05 | val_loss: 8.68203e-05 | Time: 5313.3 ms [2020-11-29 22:59:22 main:574] : INFO : Epoch 63 | loss: 8.19585e-05 | val_loss: 8.66068e-05 | Time: 5332.04 ms [2020-11-29 22:59:27 main:574] : INFO : Epoch 64 | loss: 8.13642e-05 | val_loss: 8.54916e-05 | Time: 5313.82 ms [2020-11-29 22:59:32 main:574] : INFO : Epoch 65 | loss: 8.11825e-05 | val_loss: 8.59055e-05 | Time: 5327.3 ms [2020-11-29 22:59:38 main:574] : INFO : Epoch 66 | loss: 8.06863e-05 | val_loss: 8.4213e-05 | Time: 5312.47 ms [2020-11-29 22:59:43 main:574] : INFO : Epoch 67 | loss: 8.00511e-05 | val_loss: 8.42747e-05 | Time: 5306.13 ms [2020-11-29 22:59:49 main:574] : INFO : Epoch 68 | loss: 7.95008e-05 | val_loss: 8.35939e-05 | Time: 5316.95 ms [2020-11-29 22:59:54 main:574] : INFO : Epoch 69 | loss: 7.87315e-05 | val_loss: 8.27392e-05 | Time: 5319.14 ms [2020-11-29 22:59:59 main:574] : INFO : Epoch 70 | loss: 7.88639e-05 | val_loss: 8.1716e-05 | Time: 5312.59 ms [2020-11-29 23:00:05 main:574] : INFO : Epoch 71 | loss: 7.79383e-05 | val_loss: 8.18331e-05 | Time: 5317.62 ms [2020-11-29 23:00:10 main:574] : INFO : Epoch 72 | loss: 7.74946e-05 | val_loss: 8.08179e-05 | Time: 5329.56 ms [2020-11-29 23:00:15 main:574] : INFO : Epoch 73 | loss: 7.71133e-05 | val_loss: 8.13657e-05 | Time: 5310.42 ms [2020-11-29 23:00:21 main:574] : INFO : Epoch 74 | loss: 7.68003e-05 | val_loss: 8.01983e-05 | Time: 5321.69 ms [2020-11-29 23:00:26 main:574] : INFO : Epoch 75 | loss: 7.6263e-05 | val_loss: 8.1132e-05 | Time: 5310.53 ms [2020-11-29 23:00:32 main:574] : INFO : Epoch 76 | loss: 7.57751e-05 | val_loss: 8.00732e-05 | Time: 5344.92 ms [2020-11-29 23:00:37 main:574] : INFO : Epoch 77 | loss: 7.51822e-05 | val_loss: 7.80792e-05 | Time: 5315.79 ms [2020-11-29 23:00:42 main:574] : INFO : Epoch 78 | loss: 7.49097e-05 | val_loss: 7.83158e-05 | Time: 5319.36 ms [2020-11-29 23:00:48 main:574] : INFO : Epoch 79 | loss: 7.43531e-05 | val_loss: 7.78589e-05 | Time: 5307.35 ms [2020-11-29 23:00:53 main:574] : INFO : Epoch 80 | loss: 7.43464e-05 | val_loss: 7.80032e-05 | Time: 5317.9 ms [2020-11-29 23:00:59 main:574] : INFO : Epoch 81 | loss: 7.40144e-05 | val_loss: 7.72569e-05 | Time: 5331.69 ms [2020-11-29 23:01:04 main:574] : INFO : Epoch 82 | loss: 7.32931e-05 | val_loss: 7.67259e-05 | Time: 5315.87 ms [2020-11-29 23:01:09 main:574] : INFO : Epoch 83 | loss: 7.25984e-05 | val_loss: 7.68376e-05 | Time: 5316.38 ms [2020-11-29 23:01:15 main:574] : INFO : Epoch 84 | loss: 7.20761e-05 | val_loss: 7.60658e-05 | Time: 5309.64 ms [2020-11-29 23:01:20 main:574] : INFO : Epoch 85 | loss: 7.21953e-05 | val_loss: 7.63911e-05 | Time: 5310.78 ms [2020-11-29 23:01:26 main:574] : INFO : Epoch 86 | loss: 7.17897e-05 | val_loss: 7.62516e-05 | Time: 5320.79 ms [2020-11-29 23:01:31 main:574] : INFO : Epoch 87 | loss: 7.11438e-05 | val_loss: 7.51116e-05 | Time: 5312.9 ms [2020-11-29 23:01:36 main:574] : INFO : Epoch 88 | loss: 7.11203e-05 | val_loss: 7.42827e-05 | Time: 5316.73 ms [2020-11-29 23:01:42 main:574] : INFO : Epoch 89 | loss: 7.0597e-05 | val_loss: 7.54124e-05 | Time: 5316.62 ms [2020-11-29 23:01:47 main:574] : INFO : Epoch 90 | loss: 7.05486e-05 | val_loss: 7.37706e-05 | Time: 5329.26 ms [2020-11-29 23:01:52 main:574] : INFO : Epoch 91 | loss: 7.01884e-05 | val_loss: 7.32671e-05 | Time: 5307.46 ms [2020-11-29 23:01:58 main:574] : INFO : Epoch 92 | loss: 6.93671e-05 | val_loss: 7.35221e-05 | Time: 5315.52 ms [2020-11-29 23:02:03 main:574] : INFO : Epoch 93 | loss: 6.90397e-05 | val_loss: 7.25441e-05 | Time: 5295.94 ms [2020-11-29 23:02:08 main:574] : INFO : Epoch 94 | loss: 6.86111e-05 | val_loss: 7.28812e-05 | Time: 5326.32 ms [2020-11-29 23:02:14 main:574] : INFO : Epoch 95 | loss: 6.83484e-05 | val_loss: 7.24141e-05 | Time: 5310.25 ms [2020-11-29 23:02:19 main:574] : INFO : Epoch 96 | loss: 6.78082e-05 | val_loss: 7.27951e-05 | Time: 5307.32 ms [2020-11-29 23:02:25 main:574] : INFO : Epoch 97 | loss: 6.74827e-05 | val_loss: 7.15844e-05 | Time: 5323.45 ms [2020-11-29 23:02:30 main:574] : INFO : Epoch 98 | loss: 6.72623e-05 | val_loss: 7.16498e-05 | Time: 5307.14 ms [2020-11-29 23:02:35 main:574] : INFO : Epoch 99 | loss: 6.72371e-05 | val_loss: 7.08073e-05 | Time: 5340.89 ms [2020-11-29 23:02:41 main:574] : INFO : Epoch 100 | loss: 6.65201e-05 | val_loss: 7.00627e-05 | Time: 5306.23 ms [2020-11-29 23:02:46 main:574] : INFO : Epoch 101 | loss: 6.61956e-05 | val_loss: 7.08311e-05 | Time: 5303.17 ms [2020-11-29 23:02:51 main:574] : INFO : Epoch 102 | loss: 6.63071e-05 | val_loss: 7.00805e-05 | Time: 5311.23 ms [2020-11-29 23:02:57 main:574] : INFO : Epoch 103 | loss: 6.5864e-05 | val_loss: 7.0072e-05 | Time: 5305.56 ms [2020-11-29 23:03:02 main:574] : INFO : Epoch 104 | loss: 6.52301e-05 | val_loss: 6.86372e-05 | Time: 5307.5 ms [2020-11-29 23:03:07 main:574] : INFO : Epoch 105 | loss: 6.43675e-05 | val_loss: 6.90854e-05 | Time: 5313.85 ms [2020-11-29 23:03:13 main:574] : INFO : Epoch 106 | loss: 6.54874e-05 | val_loss: 6.90842e-05 | Time: 5308.74 ms [2020-11-29 23:03:18 main:574] : INFO : Epoch 107 | loss: 6.39801e-05 | val_loss: 6.85666e-05 | Time: 5325.92 ms [2020-11-29 23:03:24 main:574] : INFO : Epoch 108 | loss: 6.4234e-05 | val_loss: 6.71891e-05 | Time: 5306 ms [2020-11-29 23:03:29 main:574] : INFO : Epoch 109 | loss: 6.39467e-05 | val_loss: 6.63784e-05 | Time: 5303.26 ms [2020-11-29 23:03:34 main:574] : INFO : Epoch 110 | loss: 6.33178e-05 | val_loss: 6.83566e-05 | Time: 5317.02 ms [2020-11-29 23:03:40 main:574] : INFO : Epoch 111 | loss: 6.33208e-05 | val_loss: 6.64771e-05 | Time: 5240.42 ms [2020-11-29 23:03:45 main:574] : INFO : Epoch 112 | loss: 6.26981e-05 | val_loss: 6.56141e-05 | Time: 5308.36 ms [2020-11-29 23:03:50 main:574] : INFO : Epoch 113 | loss: 6.22227e-05 | val_loss: 6.59442e-05 | Time: 5313.81 ms [2020-11-29 23:03:56 main:574] : INFO : Epoch 114 | loss: 6.19857e-05 | val_loss: 6.62225e-05 | Time: 5322.7 ms [2020-11-29 23:04:01 main:574] : INFO : Epoch 115 | loss: 6.21961e-05 | val_loss: 6.5216e-05 | Time: 5321.75 ms [2020-11-29 23:04:07 main:574] : INFO : Epoch 116 | loss: 6.15388e-05 | val_loss: 6.50992e-05 | Time: 5328.11 ms [2020-11-29 23:04:12 main:574] : INFO : Epoch 117 | loss: 6.13742e-05 | val_loss: 6.5235e-05 | Time: 5309.36 ms [2020-11-29 23:04:17 main:574] : INFO : Epoch 118 | loss: 6.09317e-05 | val_loss: 6.58457e-05 | Time: 5315.56 ms [2020-11-29 23:04:23 main:574] : INFO : Epoch 119 | loss: 6.0848e-05 | val_loss: 6.53393e-05 | Time: 5331.45 ms [2020-11-29 23:04:28 main:574] : INFO : Epoch 120 | loss: 6.08126e-05 | val_loss: 6.43346e-05 | Time: 5306.85 ms [2020-11-29 23:04:33 main:574] : INFO : Epoch 121 | loss: 6.01487e-05 | val_loss: 6.44547e-05 | Time: 5343.6 ms [2020-11-29 23:04:39 main:574] : INFO : Epoch 122 | loss: 5.97252e-05 | val_loss: 6.29529e-05 | Time: 5317.79 ms [2020-11-29 23:04:44 main:574] : INFO : Epoch 123 | loss: 5.96812e-05 | val_loss: 6.39707e-05 | Time: 5312.53 ms [2020-11-29 23:04:50 main:574] : INFO : Epoch 124 | loss: 5.94331e-05 | val_loss: 6.31728e-05 | Time: 5340.03 ms [2020-11-29 23:04:55 main:574] : INFO : Epoch 125 | loss: 5.90985e-05 | val_loss: 6.34054e-05 | Time: 5323.61 ms [2020-11-29 23:05:00 main:574] : INFO : Epoch 126 | loss: 5.92025e-05 | val_loss: 6.2249e-05 | Time: 5310.17 ms [2020-11-29 23:05:06 main:574] : INFO : Epoch 127 | loss: 5.86008e-05 | val_loss: 6.2555e-05 | Time: 5313.7 ms [2020-11-29 23:05:11 main:574] : INFO : Epoch 128 | loss: 5.8401e-05 | val_loss: 6.1884e-05 | Time: 5321.3 ms [2020-11-29 23:05:16 main:574] : INFO : Epoch 129 | loss: 5.81972e-05 | val_loss: 6.23313e-05 | Time: 5317.26 ms [2020-11-29 23:05:22 main:574] : INFO : Epoch 130 | loss: 5.80423e-05 | val_loss: 6.18301e-05 | Time: 5313.19 ms [2020-11-29 23:05:27 main:574] : INFO : Epoch 131 | loss: 5.77156e-05 | val_loss: 6.211e-05 | Time: 5320.2 ms [2020-11-29 23:05:33 main:574] : INFO : Epoch 132 | loss: 5.77487e-05 | val_loss: 6.12677e-05 | Time: 5321.19 ms [2020-11-29 23:05:38 main:574] : INFO : Epoch 133 | loss: 5.72024e-05 | val_loss: 6.15137e-05 | Time: 5314.47 ms [2020-11-29 23:05:43 main:574] : INFO : Epoch 134 | loss: 5.67968e-05 | val_loss: 6.09961e-05 | Time: 5314.66 ms [2020-11-29 23:05:49 main:574] : INFO : Epoch 135 | loss: 5.6448e-05 | val_loss: 6.14491e-05 | Time: 5314.38 ms [2020-11-29 23:05:54 main:574] : INFO : Epoch 136 | loss: 5.65057e-05 | val_loss: 6.04675e-05 | Time: 5323.88 ms [2020-11-29 23:06:00 main:574] : INFO : Epoch 137 | loss: 5.62623e-05 | val_loss: 5.99094e-05 | Time: 5334.05 ms [2020-11-29 23:06:05 main:574] : INFO : Epoch 138 | loss: 5.60742e-05 | val_loss: 5.94799e-05 | Time: 5317.78 ms [2020-11-29 23:06:10 main:574] : INFO : Epoch 139 | loss: 5.55562e-05 | val_loss: 5.96573e-05 | Time: 5330.12 ms [2020-11-29 23:06:16 main:574] : INFO : Epoch 140 | loss: 5.61357e-05 | val_loss: 5.90698e-05 | Time: 5331.18 ms [2020-11-29 23:06:21 main:574] : INFO : Epoch 141 | loss: 5.5338e-05 | val_loss: 5.88612e-05 | Time: 5254.51 ms [2020-11-29 23:06:26 main:574] : INFO : Epoch 142 | loss: 5.50346e-05 | val_loss: 5.97179e-05 | Time: 5323.92 ms [2020-11-29 23:06:32 main:574] : INFO : Epoch 143 | loss: 5.50214e-05 | val_loss: 5.90863e-05 | Time: 5316.1 ms [2020-11-29 23:06:37 main:574] : INFO : Epoch 144 | loss: 5.44121e-05 | val_loss: 5.82039e-05 | Time: 5296.52 ms [2020-11-29 23:06:42 main:574] : INFO : Epoch 145 | loss: 5.43451e-05 | val_loss: 5.90621e-05 | Time: 5303.32 ms [2020-11-29 23:06:48 main:574] : INFO : Epoch 146 | loss: 5.40487e-05 | val_loss: 5.79814e-05 | Time: 5327.49 ms [2020-11-29 23:06:53 main:574] : INFO : Epoch 147 | loss: 5.3923e-05 | val_loss: 5.74304e-05 | Time: 5310.01 ms [2020-11-29 23:06:59 main:574] : INFO : Epoch 148 | loss: 5.34475e-05 | val_loss: 5.77132e-05 | Time: 5311.08 ms [2020-11-29 23:07:04 main:574] : INFO : Epoch 149 | loss: 5.37503e-05 | val_loss: 5.85618e-05 | Time: 5315.82 ms [2020-11-29 23:07:09 main:574] : INFO : Epoch 150 | loss: 5.33482e-05 | val_loss: 5.91342e-05 | Time: 5310.77 ms [2020-11-29 23:07:15 main:574] : INFO : Epoch 151 | loss: 5.35372e-05 | val_loss: 5.78412e-05 | Time: 5317.29 ms [2020-11-29 23:07:20 main:574] : INFO : Epoch 152 | loss: 5.31782e-05 | val_loss: 5.83924e-05 | Time: 5309.91 ms [2020-11-29 23:07:25 main:574] : INFO : Epoch 153 | loss: 5.25553e-05 | val_loss: 5.66107e-05 | Time: 5306.35 ms [2020-11-29 23:07:31 main:574] : INFO : Epoch 154 | loss: 5.24215e-05 | val_loss: 5.76086e-05 | Time: 5318.56 ms [2020-11-29 23:07:36 main:574] : INFO : Epoch 155 | loss: 5.2433e-05 | val_loss: 5.64449e-05 | Time: 5316.14 ms [2020-11-29 23:07:42 main:574] : INFO : Epoch 156 | loss: 5.19111e-05 | val_loss: 5.58226e-05 | Time: 5313.16 ms [2020-11-29 23:07:47 main:574] : INFO : Epoch 157 | loss: 5.22316e-05 | val_loss: 5.76518e-05 | Time: 5304.83 ms [2020-11-29 23:07:52 main:574] : INFO : Epoch 158 | loss: 5.17463e-05 | val_loss: 5.65405e-05 | Time: 5315.87 ms [2020-11-29 23:07:58 main:574] : INFO : Epoch 159 | loss: 5.13543e-05 | val_loss: 5.47979e-05 | Time: 5325.52 ms [2020-11-29 23:08:03 main:574] : INFO : Epoch 160 | loss: 5.25206e-05 | val_loss: 5.58283e-05 | Time: 5305.63 ms [2020-11-29 23:08:08 main:574] : INFO : Epoch 161 | loss: 5.07612e-05 | val_loss: 5.48364e-05 | Time: 5268.28 ms [2020-11-29 23:08:14 main:574] : INFO : Epoch 162 | loss: 5.11841e-05 | val_loss: 5.44881e-05 | Time: 5324.44 ms [2020-11-29 23:08:19 main:574] : INFO : Epoch 163 | loss: 5.06531e-05 | val_loss: 5.45295e-05 | Time: 5303.02 ms [2020-11-29 23:08:24 main:574] : INFO : Epoch 164 | loss: 5.03656e-05 | val_loss: 5.48458e-05 | Time: 5317.38 ms [2020-11-29 23:08:30 main:574] : INFO : Epoch 165 | loss: 5.05647e-05 | val_loss: 5.55559e-05 | Time: 5320.29 ms [2020-11-29 23:08:35 main:574] : INFO : Epoch 166 | loss: 5.02421e-05 | val_loss: 5.40988e-05 | Time: 5342.76 ms [2020-11-29 23:08:41 main:574] : INFO : Epoch 167 | loss: 4.98906e-05 | val_loss: 5.34806e-05 | Time: 5311.27 ms [2020-11-29 23:08:46 main:574] : INFO : Epoch 168 | loss: 4.98424e-05 | val_loss: 5.52985e-05 | Time: 5307.5 ms [2020-11-29 23:08:51 main:574] : INFO : Epoch 169 | loss: 4.99057e-05 | val_loss: 5.3411e-05 | Time: 5310.72 ms [2020-11-29 23:08:57 main:574] : INFO : Epoch 170 | loss: 4.9247e-05 | val_loss: 5.33702e-05 | Time: 5300.85 ms [2020-11-29 23:09:02 main:574] : INFO : Epoch 171 | loss: 4.93892e-05 | val_loss: 5.41361e-05 | Time: 5313.1 ms [2020-11-29 23:09:07 main:574] : INFO : Epoch 172 | loss: 4.93574e-05 | val_loss: 5.40012e-05 | Time: 5305.01 ms [2020-11-29 23:09:13 main:574] : INFO : Epoch 173 | loss: 4.91743e-05 | val_loss: 5.27345e-05 | Time: 5313.69 ms [2020-11-29 23:09:18 main:574] : INFO : Epoch 174 | loss: 4.8708e-05 | val_loss: 5.40655e-05 | Time: 5306.91 ms [2020-11-29 23:09:24 main:574] : INFO : Epoch 175 | loss: 4.8666e-05 | val_loss: 5.2687e-05 | Time: 5310.06 ms [2020-11-29 23:09:29 main:574] : INFO : Epoch 176 | loss: 4.87146e-05 | val_loss: 5.36142e-05 | Time: 5305.28 ms [2020-11-29 23:09:34 main:574] : INFO : Epoch 177 | loss: 4.84585e-05 | val_loss: 5.29893e-05 | Time: 5320.66 ms [2020-11-29 23:09:40 main:574] : INFO : Epoch 178 | loss: 4.79329e-05 | val_loss: 5.23385e-05 | Time: 5302.83 ms [2020-11-29 23:09:45 main:574] : INFO : Epoch 179 | loss: 4.81212e-05 | val_loss: 5.30444e-05 | Time: 5315.06 ms [2020-11-29 23:09:50 main:574] : INFO : Epoch 180 | loss: 4.74611e-05 | val_loss: 5.14976e-05 | Time: 5298.56 ms [2020-11-29 23:09:56 main:574] : INFO : Epoch 181 | loss: 4.74905e-05 | val_loss: 5.1704e-05 | Time: 5304.4 ms [2020-11-29 23:10:01 main:574] : INFO : Epoch 182 | loss: 4.72587e-05 | val_loss: 5.16117e-05 | Time: 5315.81 ms [2020-11-29 23:10:06 main:574] : INFO : Epoch 183 | loss: 4.70092e-05 | val_loss: 5.22964e-05 | Time: 5313.85 ms [2020-11-29 23:10:12 main:574] : INFO : Epoch 184 | loss: 4.72115e-05 | val_loss: 5.14708e-05 | Time: 5316.86 ms [2020-11-29 23:10:17 main:574] : INFO : Epoch 185 | loss: 4.70012e-05 | val_loss: 5.07802e-05 | Time: 5320.36 ms [2020-11-29 23:10:23 main:574] : INFO : Epoch 186 | loss: 4.69501e-05 | val_loss: 5.12055e-05 | Time: 5328.33 ms [2020-11-29 23:10:28 main:574] : INFO : Epoch 187 | loss: 4.6552e-05 | val_loss: 5.05042e-05 | Time: 5308.73 ms [2020-11-29 23:10:33 main:574] : INFO : Epoch 188 | loss: 4.63152e-05 | val_loss: 5.10044e-05 | Time: 5326.95 ms [2020-11-29 23:10:39 main:574] : INFO : Epoch 189 | loss: 4.62416e-05 | val_loss: 5.02601e-05 | Time: 5310.3 ms [2020-11-29 23:10:44 main:574] : INFO : Epoch 190 | loss: 4.63323e-05 | val_loss: 5.0411e-05 | Time: 5313.11 ms [2020-11-29 23:10:49 main:574] : INFO : Epoch 191 | loss: 4.61206e-05 | val_loss: 5.16049e-05 | Time: 5311.38 ms [2020-11-29 23:10:55 main:574] : INFO : Epoch 192 | loss: 4.60759e-05 | val_loss: 4.9544e-05 | Time: 5311.98 ms [2020-11-29 23:10:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.9544e-05 [2020-11-29 23:10:55 main:603] : INFO : Saving end state to config to file [2020-11-29 23:10:55 main:608] : INFO : Success, exiting.. 23:10:55 (8548): 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)