Task 2861216
| Name | rand_automata_0010-1604982851-20640-1_1 |
| Workunit | 1290679 |
| Created | 11 Nov 2020, 14:47:04 UTC |
| Sent | 11 Nov 2020, 14:47:30 UTC |
| Report deadline | 18 Nov 2020, 14:47:30 UTC |
| Received | 11 Nov 2020, 16:37:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 13 min 24 sec |
| CPU time | 12 min 44 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 4,174.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.04 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 970) [2020-11-11 17:41:29 main:435] : INFO : Set logging level to 1 [2020-11-11 17:41:29 main:441] : INFO : Running in BOINC Client mode [2020-11-11 17:41:29 main:444] : INFO : Resolving all filenames [2020-11-11 17:41:29 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 (exists = 1) [2020-11-11 17:41:29 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1604982851-20640-1_1_r1653855784_1 (exists = 0) [2020-11-11 17:41:30 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1604982851-20640-1_1_r1653855784_0 (exists = 0) [2020-11-11 17:41:30 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1604982851-20640-1 (exists = 1) [2020-11-11 17:41:30 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 17:41:30 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 [2020-11-11 17:41:30 main:474] : INFO : Configuration: [2020-11-11 17:41:30 main:475] : INFO : Model type: LSTM [2020-11-11 17:41:30 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 17:41:30 main:477] : INFO : Max Epochs: 192 [2020-11-11 17:41:30 main:478] : INFO : Batch Size: 32 [2020-11-11 17:41:30 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 17:41:30 main:480] : INFO : Patience: 10 [2020-11-11 17:41:30 main:481] : INFO : Hidden Width: 64 [2020-11-11 17:41:30 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 17:41:30 main:483] : INFO : # Backend Layers: 2 [2020-11-11 17:41:30 main:484] : INFO : # Threads: 1 [2020-11-11 17:41:30 main:486] : INFO : Preparing Dataset [2020-11-11 17:41:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-11 17:41:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-11 17:41:31 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 17:41:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-11 17:41:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-11 17:41:32 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 17:41:32 main:494] : INFO : Creating Model [2020-11-11 17:41:32 main:507] : INFO : Preparing config file [2020-11-11 17:41:32 main:519] : INFO : Creating new config file [2020-11-11 17:41:32 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 17:41:33 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 17:41:33 main:562] : INFO : Starting Training [2020-11-11 17:41:37 main:574] : INFO : Epoch 1 | loss: 0.000149281 | val_loss: 0.000129253 | Time: 4463.96 ms [2020-11-11 17:41:41 main:574] : INFO : Epoch 2 | loss: 0.000126091 | val_loss: 0.000130024 | Time: 3959.09 ms [2020-11-11 17:41:45 main:574] : INFO : Epoch 3 | loss: 0.000125956 | val_loss: 0.00012976 | Time: 4054.89 ms [2020-11-11 17:41:49 main:574] : INFO : Epoch 4 | loss: 0.000125723 | val_loss: 0.0001283 | Time: 4165.36 ms [2020-11-11 17:41:53 main:574] : INFO : Epoch 5 | loss: 0.000124625 | val_loss: 0.000127596 | Time: 3849.43 ms [2020-11-11 17:41:58 main:574] : INFO : Epoch 6 | loss: 0.000123591 | val_loss: 0.000127985 | Time: 4157.07 ms [2020-11-11 17:42:01 main:574] : INFO : Epoch 7 | loss: 0.000123023 | val_loss: 0.000126296 | Time: 3871.08 ms [2020-11-11 17:42:06 main:574] : INFO : Epoch 8 | loss: 0.000121313 | val_loss: 0.000123451 | Time: 4335.05 ms [2020-11-11 17:42:10 main:574] : INFO : Epoch 9 | loss: 0.000120265 | val_loss: 0.000125905 | Time: 4431.19 ms [2020-11-11 17:42:14 main:574] : INFO : Epoch 10 | loss: 0.000119054 | val_loss: 0.000121622 | Time: 3818.4 ms [2020-11-11 17:42:18 main:574] : INFO : Epoch 11 | loss: 0.000118002 | val_loss: 0.000120807 | Time: 4164.56 ms [2020-11-11 17:42:22 main:574] : INFO : Epoch 12 | loss: 0.000117233 | val_loss: 0.000121167 | Time: 3855.7 ms [2020-11-11 17:42:27 main:574] : INFO : Epoch 13 | loss: 0.000115513 | val_loss: 0.000119333 | Time: 4134.79 ms [2020-11-11 17:42:31 main:574] : INFO : Epoch 14 | loss: 0.000114706 | val_loss: 0.000117336 | Time: 4068.66 ms [2020-11-11 17:42:35 main:574] : INFO : Epoch 15 | loss: 0.000113472 | val_loss: 0.000117089 | Time: 3969.13 ms [2020-11-11 17:42:39 main:574] : INFO : Epoch 16 | loss: 0.000112635 | val_loss: 0.000116044 | Time: 4080.86 ms [2020-11-11 17:42:43 main:574] : INFO : Epoch 17 | loss: 0.000111696 | val_loss: 0.000113889 | Time: 3822.08 ms [2020-11-11 17:42:47 main:574] : INFO : Epoch 18 | loss: 0.000110179 | val_loss: 0.000112679 | Time: 4081.37 ms [2020-11-11 17:42:51 main:574] : INFO : Epoch 19 | loss: 0.000109689 | val_loss: 0.000111667 | Time: 3981.79 ms [2020-11-11 17:42:55 main:574] : INFO : Epoch 20 | loss: 0.000108073 | val_loss: 0.000110986 | Time: 4000.11 ms [2020-11-11 17:42:59 main:574] : INFO : Epoch 21 | loss: 0.000107785 | val_loss: 0.000109592 | Time: 4128.12 ms [2020-11-11 17:43:03 main:574] : INFO : Epoch 22 | loss: 0.000105645 | val_loss: 0.000108998 | Time: 3869.74 ms [2020-11-11 17:43:07 main:574] : INFO : Epoch 23 | loss: 0.000105036 | val_loss: 0.000110318 | Time: 4114.01 ms [2020-11-11 17:43:11 main:574] : INFO : Epoch 24 | loss: 0.00010447 | val_loss: 0.000106417 | Time: 3900.59 ms [2020-11-11 17:43:15 main:574] : INFO : Epoch 25 | loss: 0.000103074 | val_loss: 0.000106811 | Time: 4117.44 ms [2020-11-11 17:43:20 main:574] : INFO : Epoch 26 | loss: 0.000103144 | val_loss: 0.000105075 | Time: 4119.6 ms [2020-11-11 17:43:24 main:574] : INFO : Epoch 27 | loss: 0.000101333 | val_loss: 0.000104307 | Time: 3850.38 ms [2020-11-11 17:43:28 main:574] : INFO : Epoch 28 | loss: 0.000100534 | val_loss: 0.000102921 | Time: 4105.73 ms [2020-11-11 17:43:32 main:574] : INFO : Epoch 29 | loss: 9.9143e-05 | val_loss: 0.000102775 | Time: 3904.21 ms [2020-11-11 17:43:36 main:574] : INFO : Epoch 30 | loss: 9.85564e-05 | val_loss: 0.00010056 | Time: 4134.22 ms [2020-11-11 17:43:40 main:574] : INFO : Epoch 31 | loss: 9.8087e-05 | val_loss: 0.000100834 | Time: 4102.08 ms [2020-11-11 17:43:44 main:574] : INFO : Epoch 32 | loss: 9.71779e-05 | val_loss: 9.81602e-05 | Time: 3834.32 ms [2020-11-11 17:43:48 main:574] : INFO : Epoch 33 | loss: 9.56291e-05 | val_loss: 9.87191e-05 | Time: 4127.35 ms [2020-11-11 17:43:52 main:574] : INFO : Epoch 34 | loss: 9.53089e-05 | val_loss: 9.65164e-05 | Time: 3866.63 ms [2020-11-11 17:43:56 main:574] : INFO : Epoch 35 | loss: 9.47958e-05 | val_loss: 9.81578e-05 | Time: 4149.71 ms [2020-11-11 17:44:00 main:574] : INFO : Epoch 36 | loss: 9.41698e-05 | val_loss: 9.61393e-05 | Time: 4134.38 ms [2020-11-11 17:44:04 main:574] : INFO : Epoch 37 | loss: 9.2692e-05 | val_loss: 9.53646e-05 | Time: 3884.43 ms [2020-11-11 17:44:09 main:574] : INFO : Epoch 38 | loss: 9.20554e-05 | val_loss: 9.4534e-05 | Time: 4140.36 ms [2020-11-11 17:44:13 main:574] : INFO : Epoch 39 | loss: 9.1556e-05 | val_loss: 9.49233e-05 | Time: 3857.34 ms [2020-11-11 17:44:17 main:574] : INFO : Epoch 40 | loss: 9.03644e-05 | val_loss: 9.28409e-05 | Time: 4079.6 ms [2020-11-11 17:44:21 main:574] : INFO : Epoch 41 | loss: 9.02247e-05 | val_loss: 9.44918e-05 | Time: 4034.32 ms [2020-11-11 17:44:25 main:574] : INFO : Epoch 42 | loss: 8.92491e-05 | val_loss: 9.24987e-05 | Time: 3939.04 ms [2020-11-11 17:44:29 main:574] : INFO : Epoch 43 | loss: 8.88969e-05 | val_loss: 9.17185e-05 | Time: 4132.68 ms [2020-11-11 17:44:33 main:574] : INFO : Epoch 44 | loss: 8.74647e-05 | val_loss: 9.01572e-05 | Time: 3790.67 ms [2020-11-11 17:44:37 main:574] : INFO : Epoch 45 | loss: 8.7224e-05 | val_loss: 9.16901e-05 | Time: 4048.37 ms [2020-11-11 17:44:41 main:574] : INFO : Epoch 46 | loss: 8.6785e-05 | val_loss: 8.9783e-05 | Time: 3973.89 ms [2020-11-11 17:44:45 main:574] : INFO : Epoch 47 | loss: 8.58368e-05 | val_loss: 9.01948e-05 | Time: 3997.06 ms [2020-11-11 17:44:49 main:574] : INFO : Epoch 48 | loss: 8.52824e-05 | val_loss: 8.77361e-05 | Time: 4097.26 ms [2020-11-11 17:44:53 main:574] : INFO : Epoch 49 | loss: 8.46367e-05 | val_loss: 8.59238e-05 | Time: 3825.23 ms [2020-11-11 17:44:57 main:574] : INFO : Epoch 50 | loss: 8.41012e-05 | val_loss: 8.7843e-05 | Time: 4131.58 ms [2020-11-11 17:45:01 main:574] : INFO : Epoch 51 | loss: 8.40218e-05 | val_loss: 8.592e-05 | Time: 3993.4 ms [2020-11-11 17:45:05 main:574] : INFO : Epoch 52 | loss: 8.28493e-05 | val_loss: 8.59775e-05 | Time: 4083.6 ms [2020-11-11 17:45:10 main:574] : INFO : Epoch 53 | loss: 8.21244e-05 | val_loss: 8.54808e-05 | Time: 4115.89 ms [2020-11-11 17:45:13 main:574] : INFO : Epoch 54 | loss: 8.19739e-05 | val_loss: 8.46185e-05 | Time: 3832.89 ms [2020-11-11 17:45:18 main:574] : INFO : Epoch 55 | loss: 8.23693e-05 | val_loss: 8.4704e-05 | Time: 4108.89 ms [2020-11-11 17:45:21 main:574] : INFO : Epoch 56 | loss: 8.06305e-05 | val_loss: 8.2669e-05 | Time: 3859.48 ms [2020-11-11 17:45:26 main:574] : INFO : Epoch 57 | loss: 7.96297e-05 | val_loss: 8.26999e-05 | Time: 4079.93 ms [2020-11-11 17:45:30 main:574] : INFO : Epoch 58 | loss: 7.93815e-05 | val_loss: 8.22996e-05 | Time: 4106.03 ms [2020-11-11 17:45:34 main:574] : INFO : Epoch 59 | loss: 7.93856e-05 | val_loss: 8.10108e-05 | Time: 3818.65 ms [2020-11-11 17:45:38 main:574] : INFO : Epoch 60 | loss: 7.85295e-05 | val_loss: 8.36071e-05 | Time: 4138.98 ms [2020-11-11 17:45:42 main:574] : INFO : Epoch 61 | loss: 7.8237e-05 | val_loss: 7.99781e-05 | Time: 3816.2 ms [2020-11-11 17:45:46 main:574] : INFO : Epoch 62 | loss: 7.75242e-05 | val_loss: 7.96944e-05 | Time: 4166.94 ms [2020-11-11 17:45:50 main:574] : INFO : Epoch 63 | loss: 7.70323e-05 | val_loss: 8.02783e-05 | Time: 4098.83 ms [2020-11-11 17:45:54 main:574] : INFO : Epoch 64 | loss: 7.63572e-05 | val_loss: 7.99731e-05 | Time: 3847.75 ms [2020-11-11 17:45:58 main:574] : INFO : Epoch 65 | loss: 7.65071e-05 | val_loss: 7.96734e-05 | Time: 4131.87 ms [2020-11-11 17:46:02 main:574] : INFO : Epoch 66 | loss: 7.5308e-05 | val_loss: 7.7771e-05 | Time: 3809.64 ms [2020-11-11 17:46:06 main:574] : INFO : Epoch 67 | loss: 7.526e-05 | val_loss: 7.76407e-05 | Time: 4109.86 ms [2020-11-11 17:46:10 main:574] : INFO : Epoch 68 | loss: 7.47381e-05 | val_loss: 7.70287e-05 | Time: 4085.5 ms [2020-11-11 17:46:14 main:574] : INFO : Epoch 69 | loss: 7.43227e-05 | val_loss: 7.62808e-05 | Time: 3882.76 ms [2020-11-11 17:46:18 main:574] : INFO : Epoch 70 | loss: 7.39269e-05 | val_loss: 7.60849e-05 | Time: 4121.5 ms [2020-11-11 17:46:22 main:574] : INFO : Epoch 71 | loss: 7.32966e-05 | val_loss: 7.65956e-05 | Time: 3817.28 ms [2020-11-11 17:46:26 main:574] : INFO : Epoch 72 | loss: 7.25791e-05 | val_loss: 7.42934e-05 | Time: 4116.66 ms [2020-11-11 17:46:31 main:574] : INFO : Epoch 73 | loss: 7.22626e-05 | val_loss: 7.56427e-05 | Time: 4093.69 ms [2020-11-11 17:46:34 main:574] : INFO : Epoch 74 | loss: 7.23024e-05 | val_loss: 7.45569e-05 | Time: 3854.79 ms [2020-11-11 17:46:39 main:574] : INFO : Epoch 75 | loss: 7.15662e-05 | val_loss: 7.38602e-05 | Time: 4102.68 ms [2020-11-11 17:46:42 main:574] : INFO : Epoch 76 | loss: 7.1168e-05 | val_loss: 7.35401e-05 | Time: 3844.16 ms [2020-11-11 17:46:47 main:574] : INFO : Epoch 77 | loss: 7.05058e-05 | val_loss: 7.2408e-05 | Time: 4086.4 ms [2020-11-11 17:46:51 main:574] : INFO : Epoch 78 | loss: 7.02895e-05 | val_loss: 7.28216e-05 | Time: 4061.98 ms [2020-11-11 17:46:55 main:574] : INFO : Epoch 79 | loss: 6.98161e-05 | val_loss: 7.2237e-05 | Time: 3931.04 ms [2020-11-11 17:46:59 main:574] : INFO : Epoch 80 | loss: 6.99746e-05 | val_loss: 7.42197e-05 | Time: 4123.01 ms [2020-11-11 17:47:03 main:574] : INFO : Epoch 81 | loss: 6.93598e-05 | val_loss: 7.16949e-05 | Time: 3815.66 ms [2020-11-11 17:47:07 main:574] : INFO : Epoch 82 | loss: 6.83971e-05 | val_loss: 7.02551e-05 | Time: 4163.29 ms [2020-11-11 17:47:11 main:574] : INFO : Epoch 83 | loss: 6.79898e-05 | val_loss: 7.13873e-05 | Time: 3982.44 ms [2020-11-11 17:47:15 main:574] : INFO : Epoch 84 | loss: 6.77408e-05 | val_loss: 7.19072e-05 | Time: 4262.06 ms [2020-11-11 17:47:20 main:574] : INFO : Epoch 85 | loss: 6.73651e-05 | val_loss: 7.0113e-05 | Time: 4268.31 ms [2020-11-11 17:47:24 main:574] : INFO : Epoch 86 | loss: 6.73415e-05 | val_loss: 6.94162e-05 | Time: 3860.09 ms [2020-11-11 17:47:28 main:574] : INFO : Epoch 87 | loss: 6.62207e-05 | val_loss: 6.85359e-05 | Time: 4124.01 ms [2020-11-11 17:47:32 main:574] : INFO : Epoch 88 | loss: 6.66179e-05 | val_loss: 6.97427e-05 | Time: 3824.44 ms [2020-11-11 17:47:36 main:574] : INFO : Epoch 89 | loss: 6.61762e-05 | val_loss: 6.8136e-05 | Time: 4149.29 ms [2020-11-11 17:47:40 main:574] : INFO : Epoch 90 | loss: 6.60357e-05 | val_loss: 6.80085e-05 | Time: 4161.96 ms [2020-11-11 17:47:44 main:574] : INFO : Epoch 91 | loss: 6.49193e-05 | val_loss: 6.81631e-05 | Time: 3864.25 ms [2020-11-11 17:47:48 main:574] : INFO : Epoch 92 | loss: 6.50404e-05 | val_loss: 6.65727e-05 | Time: 4145.13 ms [2020-11-11 17:47:52 main:574] : INFO : Epoch 93 | loss: 6.45143e-05 | val_loss: 6.73525e-05 | Time: 3856.67 ms [2020-11-11 17:47:56 main:574] : INFO : Epoch 94 | loss: 6.43129e-05 | val_loss: 6.60804e-05 | Time: 4127.99 ms [2020-11-11 17:48:00 main:574] : INFO : Epoch 95 | loss: 6.45504e-05 | val_loss: 6.8579e-05 | Time: 4137.74 ms [2020-11-11 17:48:04 main:574] : INFO : Epoch 96 | loss: 6.37744e-05 | val_loss: 6.60045e-05 | Time: 3896.62 ms [2020-11-11 17:48:09 main:574] : INFO : Epoch 97 | loss: 6.31299e-05 | val_loss: 6.59063e-05 | Time: 4119.29 ms [2020-11-11 17:48:13 main:574] : INFO : Epoch 98 | loss: 6.36253e-05 | val_loss: 6.60341e-05 | Time: 3851.12 ms [2020-11-11 17:48:17 main:574] : INFO : Epoch 99 | loss: 6.2725e-05 | val_loss: 6.53521e-05 | Time: 4139.04 ms [2020-11-11 17:48:21 main:574] : INFO : Epoch 100 | loss: 6.18578e-05 | val_loss: 6.45718e-05 | Time: 4004.36 ms [2020-11-11 17:48:25 main:574] : INFO : Epoch 101 | loss: 6.16311e-05 | val_loss: 6.40256e-05 | Time: 3969.66 ms [2020-11-11 17:48:29 main:574] : INFO : Epoch 102 | loss: 6.14502e-05 | val_loss: 6.33688e-05 | Time: 4161.64 ms [2020-11-11 17:48:33 main:574] : INFO : Epoch 103 | loss: 6.16167e-05 | val_loss: 6.33325e-05 | Time: 3875.11 ms [2020-11-11 17:48:37 main:574] : INFO : Epoch 104 | loss: 6.13452e-05 | val_loss: 6.40931e-05 | Time: 4072.7 ms [2020-11-11 17:48:41 main:574] : INFO : Epoch 105 | loss: 6.09686e-05 | val_loss: 6.28903e-05 | Time: 3931.85 ms [2020-11-11 17:48:45 main:574] : INFO : Epoch 106 | loss: 6.05335e-05 | val_loss: 6.61455e-05 | Time: 3994.57 ms [2020-11-11 17:48:49 main:574] : INFO : Epoch 107 | loss: 6.03331e-05 | val_loss: 6.32063e-05 | Time: 4126.49 ms [2020-11-11 17:48:53 main:574] : INFO : Epoch 108 | loss: 5.98499e-05 | val_loss: 6.24387e-05 | Time: 3828.67 ms [2020-11-11 17:48:57 main:574] : INFO : Epoch 109 | loss: 6.09936e-05 | val_loss: 6.17487e-05 | Time: 4102.95 ms [2020-11-11 17:49:01 main:574] : INFO : Epoch 110 | loss: 5.99456e-05 | val_loss: 6.01853e-05 | Time: 3901.73 ms [2020-11-11 17:49:05 main:574] : INFO : Epoch 111 | loss: 5.93824e-05 | val_loss: 6.14834e-05 | Time: 4063.39 ms [2020-11-11 17:49:10 main:574] : INFO : Epoch 112 | loss: 5.85027e-05 | val_loss: 6.0424e-05 | Time: 4118.56 ms [2020-11-11 17:49:13 main:574] : INFO : Epoch 113 | loss: 5.83627e-05 | val_loss: 6.31313e-05 | Time: 3814.12 ms [2020-11-11 17:49:18 main:574] : INFO : Epoch 114 | loss: 5.83151e-05 | val_loss: 6.15304e-05 | Time: 4091.02 ms [2020-11-11 17:49:21 main:574] : INFO : Epoch 115 | loss: 5.7551e-05 | val_loss: 5.95146e-05 | Time: 3817.56 ms [2020-11-11 17:49:26 main:574] : INFO : Epoch 116 | loss: 5.75052e-05 | val_loss: 6.34376e-05 | Time: 4144.96 ms [2020-11-11 17:49:30 main:574] : INFO : Epoch 117 | loss: 5.7426e-05 | val_loss: 6.01706e-05 | Time: 4156.06 ms [2020-11-11 17:49:34 main:574] : INFO : Epoch 118 | loss: 5.74191e-05 | val_loss: 5.84971e-05 | Time: 3854.27 ms [2020-11-11 17:49:38 main:574] : INFO : Epoch 119 | loss: 5.63677e-05 | val_loss: 5.81458e-05 | Time: 4139.02 ms [2020-11-11 17:49:42 main:574] : INFO : Epoch 120 | loss: 5.62936e-05 | val_loss: 5.81177e-05 | Time: 3833.48 ms [2020-11-11 17:49:46 main:574] : INFO : Epoch 121 | loss: 5.6415e-05 | val_loss: 5.85989e-05 | Time: 4097.76 ms [2020-11-11 17:49:50 main:574] : INFO : Epoch 122 | loss: 5.61966e-05 | val_loss: 5.81087e-05 | Time: 4120.98 ms [2020-11-11 17:49:54 main:574] : INFO : Epoch 123 | loss: 5.53447e-05 | val_loss: 5.83419e-05 | Time: 3811.52 ms [2020-11-11 17:49:58 main:574] : INFO : Epoch 124 | loss: 5.56667e-05 | val_loss: 5.71202e-05 | Time: 4088.46 ms [2020-11-11 17:50:02 main:574] : INFO : Epoch 125 | loss: 5.53433e-05 | val_loss: 5.76105e-05 | Time: 3848.81 ms [2020-11-11 17:50:06 main:574] : INFO : Epoch 126 | loss: 5.50111e-05 | val_loss: 5.68427e-05 | Time: 4157.56 ms [2020-11-11 17:50:10 main:574] : INFO : Epoch 127 | loss: 5.47098e-05 | val_loss: 5.70076e-05 | Time: 4082.68 ms [2020-11-11 17:50:14 main:574] : INFO : Epoch 128 | loss: 5.47432e-05 | val_loss: 5.65791e-05 | Time: 3805.7 ms [2020-11-11 17:50:18 main:574] : INFO : Epoch 129 | loss: 5.4068e-05 | val_loss: 5.53295e-05 | Time: 4132.57 ms [2020-11-11 17:50:22 main:574] : INFO : Epoch 130 | loss: 5.40296e-05 | val_loss: 5.53111e-05 | Time: 3791.79 ms [2020-11-11 17:50:26 main:574] : INFO : Epoch 131 | loss: 5.34164e-05 | val_loss: 5.46356e-05 | Time: 4129.73 ms [2020-11-11 17:50:31 main:574] : INFO : Epoch 132 | loss: 5.30068e-05 | val_loss: 5.49505e-05 | Time: 4100.41 ms [2020-11-11 17:50:34 main:574] : INFO : Epoch 133 | loss: 5.29861e-05 | val_loss: 5.42329e-05 | Time: 3856.89 ms [2020-11-11 17:50:39 main:574] : INFO : Epoch 134 | loss: 5.34555e-05 | val_loss: 5.49444e-05 | Time: 4108.37 ms [2020-11-11 17:50:42 main:574] : INFO : Epoch 135 | loss: 5.29978e-05 | val_loss: 5.577e-05 | Time: 3835.45 ms [2020-11-11 17:50:47 main:574] : INFO : Epoch 136 | loss: 5.30392e-05 | val_loss: 5.48249e-05 | Time: 4100.78 ms [2020-11-11 17:50:51 main:574] : INFO : Epoch 137 | loss: 5.21484e-05 | val_loss: 5.32662e-05 | Time: 4012.03 ms [2020-11-11 17:50:55 main:574] : INFO : Epoch 138 | loss: 5.15433e-05 | val_loss: 5.35681e-05 | Time: 3919.63 ms [2020-11-11 17:50:59 main:574] : INFO : Epoch 139 | loss: 5.30701e-05 | val_loss: 5.33301e-05 | Time: 4125.86 ms [2020-11-11 17:51:03 main:574] : INFO : Epoch 140 | loss: 5.11897e-05 | val_loss: 5.43826e-05 | Time: 3857.74 ms [2020-11-11 17:51:07 main:574] : INFO : Epoch 141 | loss: 5.10451e-05 | val_loss: 5.39149e-05 | Time: 4086.14 ms [2020-11-11 17:51:11 main:574] : INFO : Epoch 142 | loss: 5.0926e-05 | val_loss: 5.32936e-05 | Time: 3975.44 ms [2020-11-11 17:51:15 main:574] : INFO : Epoch 143 | loss: 5.08197e-05 | val_loss: 5.40589e-05 | Time: 3959.21 ms [2020-11-11 17:51:19 main:574] : INFO : Epoch 144 | loss: 5.08234e-05 | val_loss: 5.27153e-05 | Time: 4158.52 ms [2020-11-11 17:51:23 main:574] : INFO : Epoch 145 | loss: 5.03015e-05 | val_loss: 5.19623e-05 | Time: 3838.9 ms [2020-11-11 17:51:27 main:574] : INFO : Epoch 146 | loss: 4.98386e-05 | val_loss: 5.13613e-05 | Time: 4125.29 ms [2020-11-11 17:51:31 main:574] : INFO : Epoch 147 | loss: 4.97441e-05 | val_loss: 5.35895e-05 | Time: 3907.31 ms [2020-11-11 17:51:35 main:574] : INFO : Epoch 148 | loss: 4.99462e-05 | val_loss: 5.11421e-05 | Time: 4044.51 ms [2020-11-11 17:51:39 main:574] : INFO : Epoch 149 | loss: 4.92811e-05 | val_loss: 5.09018e-05 | Time: 4103.68 ms [2020-11-11 17:51:43 main:574] : INFO : Epoch 150 | loss: 4.95926e-05 | val_loss: 5.10071e-05 | Time: 3834.84 ms [2020-11-11 17:51:47 main:574] : INFO : Epoch 151 | loss: 4.88298e-05 | val_loss: 5.24098e-05 | Time: 4103.01 ms [2020-11-11 17:51:51 main:574] : INFO : Epoch 152 | loss: 4.86618e-05 | val_loss: 5.06832e-05 | Time: 3894.39 ms [2020-11-11 17:51:56 main:574] : INFO : Epoch 153 | loss: 4.84206e-05 | val_loss: 5.09295e-05 | Time: 4067.65 ms [2020-11-11 17:52:00 main:574] : INFO : Epoch 154 | loss: 4.84304e-05 | val_loss: 5.11446e-05 | Time: 4141.32 ms [2020-11-11 17:52:04 main:574] : INFO : Epoch 155 | loss: 4.8216e-05 | val_loss: 5.05664e-05 | Time: 3785.58 ms [2020-11-11 17:52:08 main:574] : INFO : Epoch 156 | loss: 4.83791e-05 | val_loss: 5.09946e-05 | Time: 4095.6 ms [2020-11-11 17:52:12 main:574] : INFO : Epoch 157 | loss: 4.81561e-05 | val_loss: 5.70888e-05 | Time: 3842.61 ms [2020-11-11 17:52:16 main:574] : INFO : Epoch 158 | loss: 4.81888e-05 | val_loss: 5.01368e-05 | Time: 4091.04 ms [2020-11-11 17:52:20 main:574] : INFO : Epoch 159 | loss: 4.72206e-05 | val_loss: 4.86181e-05 | Time: 4240.52 ms [2020-11-11 17:52:24 main:574] : INFO : Epoch 160 | loss: 4.78815e-05 | val_loss: 4.94777e-05 | Time: 4026.9 ms [2020-11-11 17:52:28 main:574] : INFO : Epoch 161 | loss: 4.73036e-05 | val_loss: 4.90699e-05 | Time: 4128.39 ms [2020-11-11 17:52:32 main:574] : INFO : Epoch 162 | loss: 4.65806e-05 | val_loss: 4.84809e-05 | Time: 3798.37 ms [2020-11-11 17:52:36 main:574] : INFO : Epoch 163 | loss: 4.75025e-05 | val_loss: 4.82684e-05 | Time: 4049.84 ms [2020-11-11 17:52:40 main:574] : INFO : Epoch 164 | loss: 4.70778e-05 | val_loss: 4.8537e-05 | Time: 4098.28 ms [2020-11-11 17:52:44 main:574] : INFO : Epoch 165 | loss: 4.6029e-05 | val_loss: 4.83917e-05 | Time: 3840.92 ms [2020-11-11 17:52:48 main:574] : INFO : Epoch 166 | loss: 4.66627e-05 | val_loss: 4.81015e-05 | Time: 4105.08 ms [2020-11-11 17:52:52 main:574] : INFO : Epoch 167 | loss: 4.55872e-05 | val_loss: 4.80411e-05 | Time: 3850.76 ms [2020-11-11 17:52:56 main:574] : INFO : Epoch 168 | loss: 4.60036e-05 | val_loss: 4.69025e-05 | Time: 4103.57 ms [2020-11-11 17:53:01 main:574] : INFO : Epoch 169 | loss: 4.57715e-05 | val_loss: 4.77834e-05 | Time: 4107.01 ms [2020-11-11 17:53:04 main:574] : INFO : Epoch 170 | loss: 4.53897e-05 | val_loss: 4.76998e-05 | Time: 3856.67 ms [2020-11-11 17:53:09 main:574] : INFO : Epoch 171 | loss: 4.52946e-05 | val_loss: 4.99139e-05 | Time: 4135.14 ms [2020-11-11 17:53:12 main:574] : INFO : Epoch 172 | loss: 4.54333e-05 | val_loss: 4.74246e-05 | Time: 3826.08 ms [2020-11-11 17:53:17 main:574] : INFO : Epoch 173 | loss: 4.52628e-05 | val_loss: 4.74609e-05 | Time: 4136.11 ms [2020-11-11 17:53:21 main:574] : INFO : Epoch 174 | loss: 4.51363e-05 | val_loss: 4.731e-05 | Time: 4069.83 ms [2020-11-11 17:53:25 main:574] : INFO : Epoch 175 | loss: 4.46798e-05 | val_loss: 4.65324e-05 | Time: 3938.32 ms [2020-11-11 17:53:29 main:574] : INFO : Epoch 176 | loss: 4.45742e-05 | val_loss: 4.72791e-05 | Time: 4092.29 ms [2020-11-11 17:53:33 main:574] : INFO : Epoch 177 | loss: 4.43316e-05 | val_loss: 4.52636e-05 | Time: 3814.54 ms [2020-11-11 17:53:37 main:574] : INFO : Epoch 178 | loss: 4.67592e-05 | val_loss: 4.63584e-05 | Time: 4115.72 ms [2020-11-11 17:53:41 main:574] : INFO : Epoch 179 | loss: 4.38541e-05 | val_loss: 4.5531e-05 | Time: 3976.4 ms [2020-11-11 17:53:45 main:574] : INFO : Epoch 180 | loss: 4.36846e-05 | val_loss: 4.61608e-05 | Time: 3986.59 ms [2020-11-11 17:53:49 main:574] : INFO : Epoch 181 | loss: 4.70147e-05 | val_loss: 4.54431e-05 | Time: 4090.08 ms [2020-11-11 17:53:53 main:574] : INFO : Epoch 182 | loss: 4.29308e-05 | val_loss: 4.54769e-05 | Time: 3807.79 ms [2020-11-11 17:53:57 main:574] : INFO : Epoch 183 | loss: 4.30395e-05 | val_loss: 4.53022e-05 | Time: 4142.88 ms [2020-11-11 17:54:01 main:574] : INFO : Epoch 184 | loss: 4.28633e-05 | val_loss: 4.56024e-05 | Time: 3946.31 ms [2020-11-11 17:54:05 main:574] : INFO : Epoch 185 | loss: 4.29425e-05 | val_loss: 4.45944e-05 | Time: 3996.37 ms [2020-11-11 17:54:09 main:574] : INFO : Epoch 186 | loss: 4.34151e-05 | val_loss: 4.44226e-05 | Time: 4131.89 ms [2020-11-11 17:54:13 main:574] : INFO : Epoch 187 | loss: 4.28846e-05 | val_loss: 4.69402e-05 | Time: 3863.72 ms [2020-11-11 17:54:17 main:574] : INFO : Epoch 188 | loss: 4.27622e-05 | val_loss: 4.52164e-05 | Time: 4147.81 ms [2020-11-11 17:54:21 main:574] : INFO : Epoch 189 | loss: 4.28357e-05 | val_loss: 4.54772e-05 | Time: 3844.24 ms [2020-11-11 17:54:25 main:574] : INFO : Epoch 190 | loss: 4.34948e-05 | val_loss: 4.38608e-05 | Time: 4094.3 ms [2020-11-11 17:54:30 main:574] : INFO : Epoch 191 | loss: 4.23908e-05 | val_loss: 4.54504e-05 | Time: 4134.96 ms [2020-11-11 17:54:34 main:574] : INFO : Epoch 192 | loss: 4.24079e-05 | val_loss: 4.59703e-05 | Time: 3844.58 ms [2020-11-11 17:54:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.59703e-05 [2020-11-11 17:54:34 main:603] : INFO : Saving end state to config to file [2020-11-11 17:54:34 main:608] : INFO : Success, exiting.. 17:54:34 (15120): 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)