Task 2887754
| Name | rand_automata_0057-1604983864-10940-1_2 |
| Workunit | 1302360 |
| Created | 11 Nov 2020, 20:02:47 UTC |
| Sent | 11 Nov 2020, 20:02:50 UTC |
| Report deadline | 18 Nov 2020, 20:02:50 UTC |
| Received | 12 Nov 2020, 1:40:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 12 min 58 sec |
| CPU time | 12 min 20 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) [2020-11-12 02:44:32 main:435] : INFO : Set logging level to 1 [2020-11-12 02:44:32 main:441] : INFO : Running in BOINC Client mode [2020-11-12 02:44:32 main:444] : INFO : Resolving all filenames [2020-11-12 02:44:32 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 (exists = 1) [2020-11-12 02:44:32 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-1604983864-10940-1_2_r1698667371_1 (exists = 0) [2020-11-12 02:44:32 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-1604983864-10940-1_2_r1698667371_0 (exists = 0) [2020-11-12 02:44:32 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-1604983864-10940-1 (exists = 1) [2020-11-12 02:44:32 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-12 02:44:32 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 [2020-11-12 02:44:32 main:474] : INFO : Configuration: [2020-11-12 02:44:32 main:475] : INFO : Model type: LSTM [2020-11-12 02:44:32 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-12 02:44:32 main:477] : INFO : Max Epochs: 192 [2020-11-12 02:44:32 main:478] : INFO : Batch Size: 32 [2020-11-12 02:44:32 main:479] : INFO : Learning Rate: 0.001 [2020-11-12 02:44:32 main:480] : INFO : Patience: 10 [2020-11-12 02:44:32 main:481] : INFO : Hidden Width: 64 [2020-11-12 02:44:33 main:482] : INFO : # Recurrent Layers: 4 [2020-11-12 02:44:33 main:483] : INFO : # Backend Layers: 2 [2020-11-12 02:44:33 main:484] : INFO : # Threads: 1 [2020-11-12 02:44:33 main:486] : INFO : Preparing Dataset [2020-11-12 02:44:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-12 02:44:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-12 02:44:35 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-12 02:44:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-12 02:44:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-12 02:44:35 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-12 02:44:35 main:494] : INFO : Creating Model [2020-11-12 02:44:35 main:507] : INFO : Preparing config file [2020-11-12 02:44:35 main:519] : INFO : Creating new config file [2020-11-12 02:44:35 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-12 02:44:36 main:559] : INFO : Loading DataLoader into Memory [2020-11-12 02:44:36 main:562] : INFO : Starting Training [2020-11-12 02:44:40 main:574] : INFO : Epoch 1 | loss: 0.000221364 | val_loss: 0.000180404 | Time: 4224.9 ms [2020-11-12 02:44:44 main:574] : INFO : Epoch 2 | loss: 0.000178159 | val_loss: 0.000178908 | Time: 4035.05 ms [2020-11-12 02:44:48 main:574] : INFO : Epoch 3 | loss: 0.000176065 | val_loss: 0.000175765 | Time: 3760.75 ms [2020-11-12 02:44:52 main:574] : INFO : Epoch 4 | loss: 0.000173069 | val_loss: 0.000172353 | Time: 3948.29 ms [2020-11-12 02:44:56 main:574] : INFO : Epoch 5 | loss: 0.000169938 | val_loss: 0.000169052 | Time: 3782.29 ms [2020-11-12 02:45:00 main:574] : INFO : Epoch 6 | loss: 0.000166094 | val_loss: 0.000165493 | Time: 3890.13 ms [2020-11-12 02:45:04 main:574] : INFO : Epoch 7 | loss: 0.000162418 | val_loss: 0.000162461 | Time: 3995.64 ms [2020-11-12 02:45:07 main:574] : INFO : Epoch 8 | loss: 0.000159252 | val_loss: 0.000161595 | Time: 3751.53 ms [2020-11-12 02:45:11 main:574] : INFO : Epoch 9 | loss: 0.000155566 | val_loss: 0.000156108 | Time: 3947.81 ms [2020-11-12 02:45:15 main:574] : INFO : Epoch 10 | loss: 0.000152071 | val_loss: 0.000152429 | Time: 3851.63 ms [2020-11-12 02:45:19 main:574] : INFO : Epoch 11 | loss: 0.000148695 | val_loss: 0.000148583 | Time: 3813.74 ms [2020-11-12 02:45:23 main:574] : INFO : Epoch 12 | loss: 0.000145402 | val_loss: 0.000145197 | Time: 3961.68 ms [2020-11-12 02:45:27 main:574] : INFO : Epoch 13 | loss: 0.000142214 | val_loss: 0.000143033 | Time: 3686.9 ms [2020-11-12 02:45:31 main:574] : INFO : Epoch 14 | loss: 0.000139001 | val_loss: 0.000139452 | Time: 3919.75 ms [2020-11-12 02:45:35 main:574] : INFO : Epoch 15 | loss: 0.000136138 | val_loss: 0.000137077 | Time: 4002.87 ms [2020-11-12 02:45:38 main:574] : INFO : Epoch 16 | loss: 0.000133578 | val_loss: 0.000132207 | Time: 3652.43 ms [2020-11-12 02:45:43 main:574] : INFO : Epoch 17 | loss: 0.000130413 | val_loss: 0.00012916 | Time: 3909.78 ms [2020-11-12 02:45:46 main:574] : INFO : Epoch 18 | loss: 0.000127828 | val_loss: 0.000128078 | Time: 3755.04 ms [2020-11-12 02:45:50 main:574] : INFO : Epoch 19 | loss: 0.000125218 | val_loss: 0.000124864 | Time: 3960.89 ms [2020-11-12 02:45:54 main:574] : INFO : Epoch 20 | loss: 0.000122851 | val_loss: 0.000124413 | Time: 3936.48 ms [2020-11-12 02:45:58 main:574] : INFO : Epoch 21 | loss: 0.000120432 | val_loss: 0.00012103 | Time: 3688.78 ms [2020-11-12 02:46:02 main:574] : INFO : Epoch 22 | loss: 0.000118436 | val_loss: 0.00011781 | Time: 3981.63 ms [2020-11-12 02:46:06 main:574] : INFO : Epoch 23 | loss: 0.00011621 | val_loss: 0.000115044 | Time: 3747.13 ms [2020-11-12 02:46:10 main:574] : INFO : Epoch 24 | loss: 0.00011338 | val_loss: 0.000113012 | Time: 3935.02 ms [2020-11-12 02:46:14 main:574] : INFO : Epoch 25 | loss: 0.000111913 | val_loss: 0.000112477 | Time: 4016.13 ms [2020-11-12 02:46:18 main:574] : INFO : Epoch 26 | loss: 0.000109942 | val_loss: 0.000110614 | Time: 3780.11 ms [2020-11-12 02:46:22 main:574] : INFO : Epoch 27 | loss: 0.000108006 | val_loss: 0.000109722 | Time: 3950.29 ms [2020-11-12 02:46:26 main:574] : INFO : Epoch 28 | loss: 0.000105951 | val_loss: 0.000106401 | Time: 3832.55 ms [2020-11-12 02:46:29 main:574] : INFO : Epoch 29 | loss: 0.000103865 | val_loss: 0.000104277 | Time: 3910.05 ms [2020-11-12 02:46:33 main:574] : INFO : Epoch 30 | loss: 0.000102099 | val_loss: 0.000102512 | Time: 3921.86 ms [2020-11-12 02:46:37 main:574] : INFO : Epoch 31 | loss: 0.000100619 | val_loss: 0.000100653 | Time: 3732.32 ms [2020-11-12 02:46:41 main:574] : INFO : Epoch 32 | loss: 9.89244e-05 | val_loss: 9.88487e-05 | Time: 3932.71 ms [2020-11-12 02:46:45 main:574] : INFO : Epoch 33 | loss: 9.74278e-05 | val_loss: 9.70029e-05 | Time: 3917.1 ms [2020-11-12 02:46:49 main:574] : INFO : Epoch 34 | loss: 9.60852e-05 | val_loss: 9.69505e-05 | Time: 3751.02 ms [2020-11-12 02:46:53 main:574] : INFO : Epoch 35 | loss: 9.40449e-05 | val_loss: 9.43336e-05 | Time: 4003.75 ms [2020-11-12 02:46:57 main:574] : INFO : Epoch 36 | loss: 9.35207e-05 | val_loss: 9.33384e-05 | Time: 3725.79 ms [2020-11-12 02:47:01 main:574] : INFO : Epoch 37 | loss: 9.15348e-05 | val_loss: 9.23534e-05 | Time: 3953.54 ms [2020-11-12 02:47:05 main:574] : INFO : Epoch 38 | loss: 8.9748e-05 | val_loss: 9.1006e-05 | Time: 3959.3 ms [2020-11-12 02:47:08 main:574] : INFO : Epoch 39 | loss: 8.8572e-05 | val_loss: 8.95762e-05 | Time: 3746.92 ms [2020-11-12 02:47:12 main:574] : INFO : Epoch 40 | loss: 8.74372e-05 | val_loss: 8.80503e-05 | Time: 3986.53 ms [2020-11-12 02:47:16 main:574] : INFO : Epoch 41 | loss: 8.63722e-05 | val_loss: 8.81866e-05 | Time: 3724.46 ms [2020-11-12 02:47:20 main:574] : INFO : Epoch 42 | loss: 8.49761e-05 | val_loss: 8.58771e-05 | Time: 4039.1 ms [2020-11-12 02:47:24 main:574] : INFO : Epoch 43 | loss: 8.37695e-05 | val_loss: 8.51484e-05 | Time: 3983.18 ms [2020-11-12 02:47:28 main:574] : INFO : Epoch 44 | loss: 8.25461e-05 | val_loss: 8.38735e-05 | Time: 3748.87 ms [2020-11-12 02:47:32 main:574] : INFO : Epoch 45 | loss: 8.17072e-05 | val_loss: 8.23753e-05 | Time: 3930.93 ms [2020-11-12 02:47:36 main:574] : INFO : Epoch 46 | loss: 8.03619e-05 | val_loss: 8.12619e-05 | Time: 3723.81 ms [2020-11-12 02:47:40 main:574] : INFO : Epoch 47 | loss: 7.88472e-05 | val_loss: 8.10595e-05 | Time: 3963.39 ms [2020-11-12 02:47:44 main:574] : INFO : Epoch 48 | loss: 7.79908e-05 | val_loss: 7.93572e-05 | Time: 4010.89 ms [2020-11-12 02:47:48 main:574] : INFO : Epoch 49 | loss: 7.69466e-05 | val_loss: 7.79602e-05 | Time: 3689.22 ms [2020-11-12 02:47:52 main:574] : INFO : Epoch 50 | loss: 7.61106e-05 | val_loss: 7.82892e-05 | Time: 3945.35 ms [2020-11-12 02:47:56 main:574] : INFO : Epoch 51 | loss: 7.49905e-05 | val_loss: 7.54781e-05 | Time: 3838.34 ms [2020-11-12 02:48:00 main:574] : INFO : Epoch 52 | loss: 7.42689e-05 | val_loss: 7.62823e-05 | Time: 3924.86 ms [2020-11-12 02:48:03 main:574] : INFO : Epoch 53 | loss: 7.31555e-05 | val_loss: 7.41809e-05 | Time: 3923.86 ms [2020-11-12 02:48:07 main:574] : INFO : Epoch 54 | loss: 7.2199e-05 | val_loss: 7.41768e-05 | Time: 3772.32 ms [2020-11-12 02:48:11 main:574] : INFO : Epoch 55 | loss: 7.13656e-05 | val_loss: 7.45256e-05 | Time: 3993.09 ms [2020-11-12 02:48:15 main:574] : INFO : Epoch 56 | loss: 7.05092e-05 | val_loss: 7.16145e-05 | Time: 3874.26 ms [2020-11-12 02:48:19 main:574] : INFO : Epoch 57 | loss: 6.94887e-05 | val_loss: 7.08711e-05 | Time: 3805.11 ms [2020-11-12 02:48:23 main:574] : INFO : Epoch 58 | loss: 6.88271e-05 | val_loss: 7.16637e-05 | Time: 3966.97 ms [2020-11-12 02:48:27 main:574] : INFO : Epoch 59 | loss: 6.82637e-05 | val_loss: 6.98761e-05 | Time: 3690.67 ms [2020-11-12 02:48:31 main:574] : INFO : Epoch 60 | loss: 6.73616e-05 | val_loss: 6.81543e-05 | Time: 3880.57 ms [2020-11-12 02:48:35 main:574] : INFO : Epoch 61 | loss: 6.65029e-05 | val_loss: 6.78522e-05 | Time: 4005.5 ms [2020-11-12 02:48:39 main:574] : INFO : Epoch 62 | loss: 6.57333e-05 | val_loss: 6.73958e-05 | Time: 3745.11 ms [2020-11-12 02:48:43 main:574] : INFO : Epoch 63 | loss: 6.46453e-05 | val_loss: 6.59907e-05 | Time: 3925.58 ms [2020-11-12 02:48:46 main:574] : INFO : Epoch 64 | loss: 6.45395e-05 | val_loss: 6.61346e-05 | Time: 3741.4 ms [2020-11-12 02:48:50 main:574] : INFO : Epoch 65 | loss: 6.35502e-05 | val_loss: 6.43981e-05 | Time: 4010.67 ms [2020-11-12 02:48:54 main:574] : INFO : Epoch 66 | loss: 6.25549e-05 | val_loss: 6.47136e-05 | Time: 3951.17 ms [2020-11-12 02:48:58 main:574] : INFO : Epoch 67 | loss: 6.20533e-05 | val_loss: 6.39244e-05 | Time: 3746.94 ms [2020-11-12 02:49:02 main:574] : INFO : Epoch 68 | loss: 6.14387e-05 | val_loss: 6.24532e-05 | Time: 3968.84 ms [2020-11-12 02:49:06 main:574] : INFO : Epoch 69 | loss: 6.10637e-05 | val_loss: 6.20321e-05 | Time: 3731.14 ms [2020-11-12 02:49:10 main:574] : INFO : Epoch 70 | loss: 6.00573e-05 | val_loss: 6.17841e-05 | Time: 3978.86 ms [2020-11-12 02:49:14 main:574] : INFO : Epoch 71 | loss: 5.98219e-05 | val_loss: 6.27272e-05 | Time: 3978.39 ms [2020-11-12 02:49:18 main:574] : INFO : Epoch 72 | loss: 5.87947e-05 | val_loss: 6.14508e-05 | Time: 3769.45 ms [2020-11-12 02:49:22 main:574] : INFO : Epoch 73 | loss: 5.83249e-05 | val_loss: 5.96688e-05 | Time: 3949.71 ms [2020-11-12 02:49:26 main:574] : INFO : Epoch 74 | loss: 5.74293e-05 | val_loss: 5.99141e-05 | Time: 3766.26 ms [2020-11-12 02:49:30 main:574] : INFO : Epoch 75 | loss: 5.73438e-05 | val_loss: 5.85943e-05 | Time: 3910.82 ms [2020-11-12 02:49:34 main:574] : INFO : Epoch 76 | loss: 5.69846e-05 | val_loss: 5.78519e-05 | Time: 3956.84 ms [2020-11-12 02:49:37 main:574] : INFO : Epoch 77 | loss: 5.61744e-05 | val_loss: 5.81026e-05 | Time: 3724.31 ms [2020-11-12 02:49:42 main:574] : INFO : Epoch 78 | loss: 5.52427e-05 | val_loss: 5.70704e-05 | Time: 4116.79 ms [2020-11-12 02:49:46 main:574] : INFO : Epoch 79 | loss: 5.52509e-05 | val_loss: 5.80784e-05 | Time: 3913.64 ms [2020-11-12 02:49:49 main:574] : INFO : Epoch 80 | loss: 5.45656e-05 | val_loss: 5.58705e-05 | Time: 3883.4 ms [2020-11-12 02:49:53 main:574] : INFO : Epoch 81 | loss: 5.40703e-05 | val_loss: 5.56699e-05 | Time: 3957.51 ms [2020-11-12 02:49:57 main:574] : INFO : Epoch 82 | loss: 5.39712e-05 | val_loss: 5.53412e-05 | Time: 3712.52 ms [2020-11-12 02:50:01 main:574] : INFO : Epoch 83 | loss: 5.31486e-05 | val_loss: 5.45898e-05 | Time: 3943.44 ms [2020-11-12 02:50:05 main:574] : INFO : Epoch 84 | loss: 5.28129e-05 | val_loss: 5.34545e-05 | Time: 3894.9 ms [2020-11-12 02:50:09 main:574] : INFO : Epoch 85 | loss: 5.20459e-05 | val_loss: 5.27964e-05 | Time: 3840.73 ms [2020-11-12 02:50:13 main:574] : INFO : Epoch 86 | loss: 5.14929e-05 | val_loss: 5.42667e-05 | Time: 3913.66 ms [2020-11-12 02:50:17 main:574] : INFO : Epoch 87 | loss: 5.0966e-05 | val_loss: 5.25842e-05 | Time: 3704.13 ms [2020-11-12 02:50:21 main:574] : INFO : Epoch 88 | loss: 5.07847e-05 | val_loss: 5.29169e-05 | Time: 3937.97 ms [2020-11-12 02:50:25 main:574] : INFO : Epoch 89 | loss: 5.02748e-05 | val_loss: 5.11536e-05 | Time: 3925.11 ms [2020-11-12 02:50:28 main:574] : INFO : Epoch 90 | loss: 4.99589e-05 | val_loss: 5.08454e-05 | Time: 3679.36 ms [2020-11-12 02:50:32 main:574] : INFO : Epoch 91 | loss: 4.94988e-05 | val_loss: 5.06656e-05 | Time: 3978.1 ms [2020-11-12 02:50:36 main:574] : INFO : Epoch 92 | loss: 4.89086e-05 | val_loss: 4.92572e-05 | Time: 3711.92 ms [2020-11-12 02:50:40 main:574] : INFO : Epoch 93 | loss: 4.89623e-05 | val_loss: 4.97242e-05 | Time: 3960.81 ms [2020-11-12 02:50:44 main:574] : INFO : Epoch 94 | loss: 4.83254e-05 | val_loss: 4.95551e-05 | Time: 3979.56 ms [2020-11-12 02:50:48 main:574] : INFO : Epoch 95 | loss: 4.78326e-05 | val_loss: 4.86755e-05 | Time: 3699.15 ms [2020-11-12 02:50:52 main:574] : INFO : Epoch 96 | loss: 4.75722e-05 | val_loss: 4.91766e-05 | Time: 4014.74 ms [2020-11-12 02:50:56 main:574] : INFO : Epoch 97 | loss: 4.7426e-05 | val_loss: 5.03558e-05 | Time: 3679.84 ms [2020-11-12 02:51:00 main:574] : INFO : Epoch 98 | loss: 4.6834e-05 | val_loss: 4.84958e-05 | Time: 3983.65 ms [2020-11-12 02:51:04 main:574] : INFO : Epoch 99 | loss: 4.61385e-05 | val_loss: 4.69984e-05 | Time: 3999.49 ms [2020-11-12 02:51:08 main:574] : INFO : Epoch 100 | loss: 4.60363e-05 | val_loss: 4.70411e-05 | Time: 3700.14 ms [2020-11-12 02:51:12 main:574] : INFO : Epoch 101 | loss: 4.54947e-05 | val_loss: 4.88422e-05 | Time: 4018.8 ms [2020-11-12 02:51:16 main:574] : INFO : Epoch 102 | loss: 4.54054e-05 | val_loss: 4.63064e-05 | Time: 3843.35 ms [2020-11-12 02:51:20 main:574] : INFO : Epoch 103 | loss: 4.49712e-05 | val_loss: 4.67005e-05 | Time: 3853.47 ms [2020-11-12 02:51:24 main:574] : INFO : Epoch 104 | loss: 4.46754e-05 | val_loss: 4.73386e-05 | Time: 3961.56 ms [2020-11-12 02:51:27 main:574] : INFO : Epoch 105 | loss: 4.44834e-05 | val_loss: 4.75031e-05 | Time: 3748.69 ms [2020-11-12 02:51:31 main:574] : INFO : Epoch 106 | loss: 4.39609e-05 | val_loss: 4.7247e-05 | Time: 3966.49 ms [2020-11-12 02:51:35 main:574] : INFO : Epoch 107 | loss: 4.36343e-05 | val_loss: 4.57453e-05 | Time: 3875.32 ms [2020-11-12 02:51:39 main:574] : INFO : Epoch 108 | loss: 4.32452e-05 | val_loss: 4.53004e-05 | Time: 3835.99 ms [2020-11-12 02:51:43 main:574] : INFO : Epoch 109 | loss: 4.30543e-05 | val_loss: 4.48621e-05 | Time: 4036.28 ms [2020-11-12 02:51:47 main:574] : INFO : Epoch 110 | loss: 4.25713e-05 | val_loss: 4.48932e-05 | Time: 3714.82 ms [2020-11-12 02:51:51 main:574] : INFO : Epoch 111 | loss: 4.23889e-05 | val_loss: 4.46197e-05 | Time: 3981.3 ms [2020-11-12 02:51:55 main:574] : INFO : Epoch 112 | loss: 4.19058e-05 | val_loss: 4.32267e-05 | Time: 3948.47 ms [2020-11-12 02:51:59 main:574] : INFO : Epoch 113 | loss: 4.18349e-05 | val_loss: 4.36332e-05 | Time: 3768.45 ms [2020-11-12 02:52:03 main:574] : INFO : Epoch 114 | loss: 4.15418e-05 | val_loss: 4.26949e-05 | Time: 3990.78 ms [2020-11-12 02:52:07 main:574] : INFO : Epoch 115 | loss: 4.12294e-05 | val_loss: 4.21831e-05 | Time: 3741.54 ms [2020-11-12 02:52:11 main:574] : INFO : Epoch 116 | loss: 4.09774e-05 | val_loss: 4.16318e-05 | Time: 3976.65 ms [2020-11-12 02:52:15 main:574] : INFO : Epoch 117 | loss: 4.08633e-05 | val_loss: 4.0971e-05 | Time: 3962.24 ms [2020-11-12 02:52:18 main:574] : INFO : Epoch 118 | loss: 4.02015e-05 | val_loss: 4.13158e-05 | Time: 3733.52 ms [2020-11-12 02:52:23 main:574] : INFO : Epoch 119 | loss: 4.02132e-05 | val_loss: 4.13627e-05 | Time: 3988.91 ms [2020-11-12 02:52:26 main:574] : INFO : Epoch 120 | loss: 4.00634e-05 | val_loss: 4.04383e-05 | Time: 3749.73 ms [2020-11-12 02:52:30 main:574] : INFO : Epoch 121 | loss: 3.94624e-05 | val_loss: 4.03288e-05 | Time: 4014.83 ms [2020-11-12 02:52:34 main:574] : INFO : Epoch 122 | loss: 3.92822e-05 | val_loss: 4.05874e-05 | Time: 3984.53 ms [2020-11-12 02:52:38 main:574] : INFO : Epoch 123 | loss: 3.9007e-05 | val_loss: 4.01627e-05 | Time: 3727.39 ms [2020-11-12 02:52:42 main:574] : INFO : Epoch 124 | loss: 3.89732e-05 | val_loss: 3.98713e-05 | Time: 3942.79 ms [2020-11-12 02:52:46 main:574] : INFO : Epoch 125 | loss: 3.84788e-05 | val_loss: 4.08679e-05 | Time: 3721.59 ms [2020-11-12 02:52:50 main:574] : INFO : Epoch 126 | loss: 3.8906e-05 | val_loss: 4.02206e-05 | Time: 3954.76 ms [2020-11-12 02:52:54 main:574] : INFO : Epoch 127 | loss: 3.81938e-05 | val_loss: 3.95494e-05 | Time: 3974.8 ms [2020-11-12 02:52:58 main:574] : INFO : Epoch 128 | loss: 3.7614e-05 | val_loss: 3.85291e-05 | Time: 3749.06 ms [2020-11-12 02:53:02 main:574] : INFO : Epoch 129 | loss: 3.7682e-05 | val_loss: 3.96025e-05 | Time: 3952.6 ms [2020-11-12 02:53:06 main:574] : INFO : Epoch 130 | loss: 3.72836e-05 | val_loss: 3.8284e-05 | Time: 3791.26 ms [2020-11-12 02:53:10 main:574] : INFO : Epoch 131 | loss: 3.69869e-05 | val_loss: 3.80458e-05 | Time: 3898.6 ms [2020-11-12 02:53:14 main:574] : INFO : Epoch 132 | loss: 3.67217e-05 | val_loss: 3.83184e-05 | Time: 3944.56 ms [2020-11-12 02:53:17 main:574] : INFO : Epoch 133 | loss: 3.66415e-05 | val_loss: 3.84507e-05 | Time: 3722.19 ms [2020-11-12 02:53:21 main:574] : INFO : Epoch 134 | loss: 3.64911e-05 | val_loss: 3.88525e-05 | Time: 3993.72 ms [2020-11-12 02:53:25 main:574] : INFO : Epoch 135 | loss: 3.62884e-05 | val_loss: 3.76721e-05 | Time: 3861.84 ms [2020-11-12 02:53:29 main:574] : INFO : Epoch 136 | loss: 3.62843e-05 | val_loss: 3.74146e-05 | Time: 3858.07 ms [2020-11-12 02:53:33 main:574] : INFO : Epoch 137 | loss: 3.56289e-05 | val_loss: 3.73888e-05 | Time: 3957.69 ms [2020-11-12 02:53:37 main:574] : INFO : Epoch 138 | loss: 3.59127e-05 | val_loss: 3.76238e-05 | Time: 3800.89 ms [2020-11-12 02:53:41 main:574] : INFO : Epoch 139 | loss: 3.51867e-05 | val_loss: 3.71558e-05 | Time: 3958.47 ms [2020-11-12 02:53:45 main:574] : INFO : Epoch 140 | loss: 3.52602e-05 | val_loss: 3.6341e-05 | Time: 3916 ms [2020-11-12 02:53:49 main:574] : INFO : Epoch 141 | loss: 3.46397e-05 | val_loss: 3.64388e-05 | Time: 3792.24 ms [2020-11-12 02:53:53 main:574] : INFO : Epoch 142 | loss: 3.47491e-05 | val_loss: 3.77469e-05 | Time: 3950.59 ms [2020-11-12 02:53:57 main:574] : INFO : Epoch 143 | loss: 3.45912e-05 | val_loss: 3.54006e-05 | Time: 3683.05 ms [2020-11-12 02:54:01 main:574] : INFO : Epoch 144 | loss: 3.49698e-05 | val_loss: 3.60563e-05 | Time: 3963.82 ms [2020-11-12 02:54:05 main:574] : INFO : Epoch 145 | loss: 3.41071e-05 | val_loss: 3.48699e-05 | Time: 3929.28 ms [2020-11-12 02:54:08 main:574] : INFO : Epoch 146 | loss: 3.4213e-05 | val_loss: 3.51866e-05 | Time: 3742.06 ms [2020-11-12 02:54:12 main:574] : INFO : Epoch 147 | loss: 3.35145e-05 | val_loss: 3.59832e-05 | Time: 3911.02 ms [2020-11-12 02:54:16 main:574] : INFO : Epoch 148 | loss: 3.36298e-05 | val_loss: 3.56987e-05 | Time: 3725.55 ms [2020-11-12 02:54:20 main:574] : INFO : Epoch 149 | loss: 3.38734e-05 | val_loss: 3.60621e-05 | Time: 3978.87 ms [2020-11-12 02:54:24 main:574] : INFO : Epoch 150 | loss: 3.30081e-05 | val_loss: 3.5097e-05 | Time: 3941.36 ms [2020-11-12 02:54:28 main:574] : INFO : Epoch 151 | loss: 3.32164e-05 | val_loss: 3.4194e-05 | Time: 3720.73 ms [2020-11-12 02:54:32 main:574] : INFO : Epoch 152 | loss: 3.29205e-05 | val_loss: 3.50311e-05 | Time: 3947.34 ms [2020-11-12 02:54:36 main:574] : INFO : Epoch 153 | loss: 3.27588e-05 | val_loss: 3.50424e-05 | Time: 3768.49 ms [2020-11-12 02:54:40 main:574] : INFO : Epoch 154 | loss: 3.24821e-05 | val_loss: 3.41157e-05 | Time: 3991.14 ms [2020-11-12 02:54:44 main:574] : INFO : Epoch 155 | loss: 3.21817e-05 | val_loss: 3.3694e-05 | Time: 3968.84 ms [2020-11-12 02:54:48 main:574] : INFO : Epoch 156 | loss: 3.2145e-05 | val_loss: 3.44188e-05 | Time: 3808.97 ms [2020-11-12 02:54:52 main:574] : INFO : Epoch 157 | loss: 3.21388e-05 | val_loss: 3.70267e-05 | Time: 4111.3 ms [2020-11-12 02:54:56 main:574] : INFO : Epoch 158 | loss: 3.18759e-05 | val_loss: 3.36234e-05 | Time: 3769.18 ms [2020-11-12 02:55:00 main:574] : INFO : Epoch 159 | loss: 3.18238e-05 | val_loss: 3.26883e-05 | Time: 3901.58 ms [2020-11-12 02:55:04 main:574] : INFO : Epoch 160 | loss: 3.14007e-05 | val_loss: 3.28066e-05 | Time: 3970.32 ms [2020-11-12 02:55:07 main:574] : INFO : Epoch 161 | loss: 3.13725e-05 | val_loss: 3.31428e-05 | Time: 3758.66 ms [2020-11-12 02:55:11 main:574] : INFO : Epoch 162 | loss: 3.11192e-05 | val_loss: 3.30545e-05 | Time: 3964.78 ms [2020-11-12 02:55:15 main:574] : INFO : Epoch 163 | loss: 3.12602e-05 | val_loss: 3.24335e-05 | Time: 3855.01 ms [2020-11-12 02:55:19 main:574] : INFO : Epoch 164 | loss: 3.11139e-05 | val_loss: 3.18064e-05 | Time: 3918.49 ms [2020-11-12 02:55:24 main:574] : INFO : Epoch 165 | loss: 3.03903e-05 | val_loss: 3.32263e-05 | Time: 4069.98 ms [2020-11-12 02:55:27 main:574] : INFO : Epoch 166 | loss: 3.05098e-05 | val_loss: 3.21734e-05 | Time: 3712.69 ms [2020-11-12 02:55:31 main:574] : INFO : Epoch 167 | loss: 3.02081e-05 | val_loss: 3.11739e-05 | Time: 3922.88 ms [2020-11-12 02:55:35 main:574] : INFO : Epoch 168 | loss: 3.07209e-05 | val_loss: 3.18731e-05 | Time: 3894.08 ms [2020-11-12 02:55:39 main:574] : INFO : Epoch 169 | loss: 2.99617e-05 | val_loss: 3.12096e-05 | Time: 3780.87 ms [2020-11-12 02:55:43 main:574] : INFO : Epoch 170 | loss: 2.97084e-05 | val_loss: 3.19225e-05 | Time: 3987.06 ms [2020-11-12 02:55:47 main:574] : INFO : Epoch 171 | loss: 2.97901e-05 | val_loss: 3.07272e-05 | Time: 3772.16 ms [2020-11-12 02:55:51 main:574] : INFO : Epoch 172 | loss: 2.9494e-05 | val_loss: 3.07392e-05 | Time: 3938.88 ms [2020-11-12 02:55:55 main:574] : INFO : Epoch 173 | loss: 2.95751e-05 | val_loss: 3.09807e-05 | Time: 3932.71 ms [2020-11-12 02:55:59 main:574] : INFO : Epoch 174 | loss: 2.92313e-05 | val_loss: 3.09061e-05 | Time: 3742.7 ms [2020-11-12 02:56:03 main:574] : INFO : Epoch 175 | loss: 2.9447e-05 | val_loss: 3.15413e-05 | Time: 3968.82 ms [2020-11-12 02:56:06 main:574] : INFO : Epoch 176 | loss: 2.90909e-05 | val_loss: 3.06793e-05 | Time: 3743.62 ms [2020-11-12 02:56:10 main:574] : INFO : Epoch 177 | loss: 2.88697e-05 | val_loss: 3.05998e-05 | Time: 3949.41 ms [2020-11-12 02:56:15 main:574] : INFO : Epoch 178 | loss: 2.88943e-05 | val_loss: 2.94933e-05 | Time: 3989.3 ms [2020-11-12 02:56:18 main:574] : INFO : Epoch 179 | loss: 2.85176e-05 | val_loss: 2.97318e-05 | Time: 3731.1 ms [2020-11-12 02:56:22 main:574] : INFO : Epoch 180 | loss: 2.86935e-05 | val_loss: 2.96465e-05 | Time: 3955.21 ms [2020-11-12 02:56:26 main:574] : INFO : Epoch 181 | loss: 2.8104e-05 | val_loss: 3.00049e-05 | Time: 3764.69 ms [2020-11-12 02:56:30 main:574] : INFO : Epoch 182 | loss: 2.81867e-05 | val_loss: 2.93215e-05 | Time: 4010.06 ms [2020-11-12 02:56:34 main:574] : INFO : Epoch 183 | loss: 2.8228e-05 | val_loss: 2.93172e-05 | Time: 4004.53 ms [2020-11-12 02:56:38 main:574] : INFO : Epoch 184 | loss: 2.79441e-05 | val_loss: 2.90329e-05 | Time: 3764.06 ms [2020-11-12 02:56:42 main:574] : INFO : Epoch 185 | loss: 2.78849e-05 | val_loss: 2.91206e-05 | Time: 3924.55 ms [2020-11-12 02:56:46 main:574] : INFO : Epoch 186 | loss: 2.75818e-05 | val_loss: 2.8929e-05 | Time: 3766.07 ms [2020-11-12 02:56:50 main:574] : INFO : Epoch 187 | loss: 2.75037e-05 | val_loss: 3.04404e-05 | Time: 3927.92 ms [2020-11-12 02:56:54 main:574] : INFO : Epoch 188 | loss: 2.76896e-05 | val_loss: 2.89209e-05 | Time: 4027.8 ms [2020-11-12 02:56:58 main:574] : INFO : Epoch 189 | loss: 2.73204e-05 | val_loss: 2.82138e-05 | Time: 3702.23 ms [2020-11-12 02:57:02 main:574] : INFO : Epoch 190 | loss: 2.73039e-05 | val_loss: 2.79083e-05 | Time: 4003.89 ms [2020-11-12 02:57:06 main:574] : INFO : Epoch 191 | loss: 2.7255e-05 | val_loss: 2.83616e-05 | Time: 3796.5 ms [2020-11-12 02:57:10 main:574] : INFO : Epoch 192 | loss: 2.69504e-05 | val_loss: 2.82083e-05 | Time: 3929.2 ms [2020-11-12 02:57:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 2.82083e-05 [2020-11-12 02:57:10 main:603] : INFO : Saving end state to config to file [2020-11-12 02:57:10 main:608] : INFO : Success, exiting.. 02:57:10 (14792): 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)