Task 2887753
| Name | rand_automata_0035-1604983852-10507-1_2 |
| Workunit | 1298486 |
| 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, 0:35:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 12 min 54 sec |
| CPU time | 12 min 17 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 01:39:41 main:435] : INFO : Set logging level to 1 [2020-11-12 01:39:41 main:441] : INFO : Running in BOINC Client mode [2020-11-12 01:39:41 main:444] : INFO : Resolving all filenames [2020-11-12 01:39:41 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-train-val-dataset.hdf5 (exists = 1) [2020-11-12 01:39:41 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-1604983852-10507-1_2_r2010355036_1 (exists = 0) [2020-11-12 01:39:41 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-1604983852-10507-1_2_r2010355036_0 (exists = 0) [2020-11-12 01:39:41 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-1604983852-10507-1 (exists = 1) [2020-11-12 01:39:41 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-12 01:39:41 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0035-train-val-dataset.hdf5 [2020-11-12 01:39:42 main:474] : INFO : Configuration: [2020-11-12 01:39:42 main:475] : INFO : Model type: LSTM [2020-11-12 01:39:42 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-12 01:39:42 main:477] : INFO : Max Epochs: 192 [2020-11-12 01:39:42 main:478] : INFO : Batch Size: 32 [2020-11-12 01:39:42 main:479] : INFO : Learning Rate: 0.001 [2020-11-12 01:39:42 main:480] : INFO : Patience: 10 [2020-11-12 01:39:42 main:481] : INFO : Hidden Width: 64 [2020-11-12 01:39:42 main:482] : INFO : # Recurrent Layers: 4 [2020-11-12 01:39:42 main:483] : INFO : # Backend Layers: 2 [2020-11-12 01:39:42 main:484] : INFO : # Threads: 1 [2020-11-12 01:39:42 main:486] : INFO : Preparing Dataset [2020-11-12 01:39:42 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 [2020-11-12 01:39:42 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 [2020-11-12 01:39:44 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-12 01:39:44 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 [2020-11-12 01:39:44 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 [2020-11-12 01:39:44 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-12 01:39:44 main:494] : INFO : Creating Model [2020-11-12 01:39:44 main:507] : INFO : Preparing config file [2020-11-12 01:39:44 main:519] : INFO : Creating new config file [2020-11-12 01:39:44 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-12 01:39:45 main:559] : INFO : Loading DataLoader into Memory [2020-11-12 01:39:45 main:562] : INFO : Starting Training [2020-11-12 01:39:49 main:574] : INFO : Epoch 1 | loss: 0.000173831 | val_loss: 0.00015707 | Time: 4208.83 ms [2020-11-12 01:39:53 main:574] : INFO : Epoch 2 | loss: 0.000150354 | val_loss: 0.000156257 | Time: 3984.28 ms [2020-11-12 01:39:57 main:574] : INFO : Epoch 3 | loss: 0.000148783 | val_loss: 0.000155404 | Time: 3697.04 ms [2020-11-12 01:40:01 main:574] : INFO : Epoch 4 | loss: 0.000147564 | val_loss: 0.000153985 | Time: 3924.9 ms [2020-11-12 01:40:04 main:574] : INFO : Epoch 5 | loss: 0.000144998 | val_loss: 0.000149609 | Time: 3781.8 ms [2020-11-12 01:40:08 main:574] : INFO : Epoch 6 | loss: 0.000142553 | val_loss: 0.000147386 | Time: 3878.77 ms [2020-11-12 01:40:12 main:574] : INFO : Epoch 7 | loss: 0.000140402 | val_loss: 0.000145401 | Time: 3910.5 ms [2020-11-12 01:40:16 main:574] : INFO : Epoch 8 | loss: 0.000137926 | val_loss: 0.000142083 | Time: 3726.68 ms [2020-11-12 01:40:20 main:574] : INFO : Epoch 9 | loss: 0.000136433 | val_loss: 0.000139899 | Time: 3951 ms [2020-11-12 01:40:24 main:574] : INFO : Epoch 10 | loss: 0.000133978 | val_loss: 0.00013722 | Time: 3958.98 ms [2020-11-12 01:40:28 main:574] : INFO : Epoch 11 | loss: 0.000131245 | val_loss: 0.000135608 | Time: 3780.14 ms [2020-11-12 01:40:32 main:574] : INFO : Epoch 12 | loss: 0.000129414 | val_loss: 0.000133177 | Time: 3920.25 ms [2020-11-12 01:40:36 main:574] : INFO : Epoch 13 | loss: 0.000127269 | val_loss: 0.000130757 | Time: 3746.08 ms [2020-11-12 01:40:40 main:574] : INFO : Epoch 14 | loss: 0.000124748 | val_loss: 0.000130024 | Time: 3952.85 ms [2020-11-12 01:40:44 main:574] : INFO : Epoch 15 | loss: 0.000123087 | val_loss: 0.00012727 | Time: 3947.47 ms [2020-11-12 01:40:47 main:574] : INFO : Epoch 16 | loss: 0.000121161 | val_loss: 0.000124717 | Time: 3758.48 ms [2020-11-12 01:40:51 main:574] : INFO : Epoch 17 | loss: 0.000118835 | val_loss: 0.000122592 | Time: 3915.16 ms [2020-11-12 01:40:55 main:574] : INFO : Epoch 18 | loss: 0.000117627 | val_loss: 0.00012201 | Time: 3693.23 ms [2020-11-12 01:40:59 main:574] : INFO : Epoch 19 | loss: 0.000115377 | val_loss: 0.00011922 | Time: 3959.6 ms [2020-11-12 01:41:03 main:574] : INFO : Epoch 20 | loss: 0.000113811 | val_loss: 0.000118334 | Time: 3946.4 ms [2020-11-12 01:41:07 main:574] : INFO : Epoch 21 | loss: 0.000111916 | val_loss: 0.000117276 | Time: 3725.32 ms [2020-11-12 01:41:11 main:574] : INFO : Epoch 22 | loss: 0.000110507 | val_loss: 0.000113435 | Time: 4012.82 ms [2020-11-12 01:41:15 main:574] : INFO : Epoch 23 | loss: 0.000108633 | val_loss: 0.00011607 | Time: 3752.52 ms [2020-11-12 01:41:19 main:574] : INFO : Epoch 24 | loss: 0.000107269 | val_loss: 0.000111742 | Time: 3925.66 ms [2020-11-12 01:41:23 main:574] : INFO : Epoch 25 | loss: 0.000105695 | val_loss: 0.000110598 | Time: 3994.19 ms [2020-11-12 01:41:26 main:574] : INFO : Epoch 26 | loss: 0.000104182 | val_loss: 0.000109312 | Time: 3744.94 ms [2020-11-12 01:41:30 main:574] : INFO : Epoch 27 | loss: 0.000102626 | val_loss: 0.000106269 | Time: 4019.39 ms [2020-11-12 01:41:34 main:574] : INFO : Epoch 28 | loss: 0.000100826 | val_loss: 0.000105196 | Time: 3865.91 ms [2020-11-12 01:41:38 main:574] : INFO : Epoch 29 | loss: 9.97491e-05 | val_loss: 0.000103648 | Time: 3779.3 ms [2020-11-12 01:41:42 main:574] : INFO : Epoch 30 | loss: 9.8061e-05 | val_loss: 0.000101689 | Time: 3918.35 ms [2020-11-12 01:41:46 main:574] : INFO : Epoch 31 | loss: 9.70512e-05 | val_loss: 0.000100288 | Time: 3671.52 ms [2020-11-12 01:41:50 main:574] : INFO : Epoch 32 | loss: 9.61959e-05 | val_loss: 0.000101408 | Time: 3929.76 ms [2020-11-12 01:41:54 main:574] : INFO : Epoch 33 | loss: 9.46244e-05 | val_loss: 9.88332e-05 | Time: 3905.96 ms [2020-11-12 01:41:57 main:574] : INFO : Epoch 34 | loss: 9.404e-05 | val_loss: 9.70107e-05 | Time: 3697.62 ms [2020-11-12 01:42:01 main:574] : INFO : Epoch 35 | loss: 9.22208e-05 | val_loss: 9.70087e-05 | Time: 3934.33 ms [2020-11-12 01:42:05 main:574] : INFO : Epoch 36 | loss: 9.12216e-05 | val_loss: 9.43394e-05 | Time: 3706.51 ms [2020-11-12 01:42:09 main:574] : INFO : Epoch 37 | loss: 8.99341e-05 | val_loss: 9.39996e-05 | Time: 3976.23 ms [2020-11-12 01:42:13 main:574] : INFO : Epoch 38 | loss: 8.88888e-05 | val_loss: 9.32902e-05 | Time: 3964.28 ms [2020-11-12 01:42:17 main:574] : INFO : Epoch 39 | loss: 8.77278e-05 | val_loss: 9.18043e-05 | Time: 3744.48 ms [2020-11-12 01:42:21 main:574] : INFO : Epoch 40 | loss: 8.66158e-05 | val_loss: 8.95569e-05 | Time: 3940.93 ms [2020-11-12 01:42:25 main:574] : INFO : Epoch 41 | loss: 8.53034e-05 | val_loss: 9.01251e-05 | Time: 3739.35 ms [2020-11-12 01:42:29 main:574] : INFO : Epoch 42 | loss: 8.45346e-05 | val_loss: 8.8538e-05 | Time: 3954.64 ms [2020-11-12 01:42:33 main:574] : INFO : Epoch 43 | loss: 8.34031e-05 | val_loss: 8.63823e-05 | Time: 3922.54 ms [2020-11-12 01:42:36 main:574] : INFO : Epoch 44 | loss: 8.24605e-05 | val_loss: 8.51679e-05 | Time: 3708.59 ms [2020-11-12 01:42:40 main:574] : INFO : Epoch 45 | loss: 8.14081e-05 | val_loss: 8.4902e-05 | Time: 3906.55 ms [2020-11-12 01:42:44 main:574] : INFO : Epoch 46 | loss: 8.05511e-05 | val_loss: 8.45498e-05 | Time: 3813.99 ms [2020-11-12 01:42:48 main:574] : INFO : Epoch 47 | loss: 7.9807e-05 | val_loss: 8.43538e-05 | Time: 3859.46 ms [2020-11-12 01:42:52 main:574] : INFO : Epoch 48 | loss: 7.91285e-05 | val_loss: 8.2269e-05 | Time: 3944.09 ms [2020-11-12 01:42:56 main:574] : INFO : Epoch 49 | loss: 7.82494e-05 | val_loss: 8.04319e-05 | Time: 3744.4 ms [2020-11-12 01:43:00 main:574] : INFO : Epoch 50 | loss: 7.69462e-05 | val_loss: 7.98617e-05 | Time: 3973.78 ms [2020-11-12 01:43:04 main:574] : INFO : Epoch 51 | loss: 7.64439e-05 | val_loss: 7.86554e-05 | Time: 3942.55 ms [2020-11-12 01:43:08 main:574] : INFO : Epoch 52 | loss: 7.50519e-05 | val_loss: 7.79349e-05 | Time: 3773.16 ms [2020-11-12 01:43:12 main:574] : INFO : Epoch 53 | loss: 7.44302e-05 | val_loss: 7.75687e-05 | Time: 4092.49 ms [2020-11-12 01:43:16 main:574] : INFO : Epoch 54 | loss: 7.40425e-05 | val_loss: 8.09683e-05 | Time: 3784.71 ms [2020-11-12 01:43:20 main:574] : INFO : Epoch 55 | loss: 7.3329e-05 | val_loss: 7.56675e-05 | Time: 3956.48 ms [2020-11-12 01:43:24 main:574] : INFO : Epoch 56 | loss: 7.2388e-05 | val_loss: 7.49853e-05 | Time: 3989.24 ms [2020-11-12 01:43:28 main:574] : INFO : Epoch 57 | loss: 7.1598e-05 | val_loss: 7.36012e-05 | Time: 3712.62 ms [2020-11-12 01:43:31 main:574] : INFO : Epoch 58 | loss: 7.08917e-05 | val_loss: 7.49301e-05 | Time: 3911.62 ms [2020-11-12 01:43:35 main:574] : INFO : Epoch 59 | loss: 6.99993e-05 | val_loss: 7.31275e-05 | Time: 3729.37 ms [2020-11-12 01:43:39 main:574] : INFO : Epoch 60 | loss: 6.91884e-05 | val_loss: 7.30387e-05 | Time: 3953.21 ms [2020-11-12 01:43:43 main:574] : INFO : Epoch 61 | loss: 6.89499e-05 | val_loss: 7.22171e-05 | Time: 3913.29 ms [2020-11-12 01:43:47 main:574] : INFO : Epoch 62 | loss: 6.83604e-05 | val_loss: 7.03536e-05 | Time: 3749.89 ms [2020-11-12 01:43:51 main:574] : INFO : Epoch 63 | loss: 6.7259e-05 | val_loss: 7.01181e-05 | Time: 4020.93 ms [2020-11-12 01:43:55 main:574] : INFO : Epoch 64 | loss: 6.65337e-05 | val_loss: 7.01439e-05 | Time: 3670.88 ms [2020-11-12 01:43:59 main:574] : INFO : Epoch 65 | loss: 6.6121e-05 | val_loss: 6.87002e-05 | Time: 3979.79 ms [2020-11-12 01:44:03 main:574] : INFO : Epoch 66 | loss: 6.51141e-05 | val_loss: 6.88677e-05 | Time: 3941.47 ms [2020-11-12 01:44:07 main:574] : INFO : Epoch 67 | loss: 6.46725e-05 | val_loss: 6.68492e-05 | Time: 3680.4 ms [2020-11-12 01:44:11 main:574] : INFO : Epoch 68 | loss: 6.40765e-05 | val_loss: 6.7021e-05 | Time: 3965.78 ms [2020-11-12 01:44:14 main:574] : INFO : Epoch 69 | loss: 6.3662e-05 | val_loss: 6.75644e-05 | Time: 3765.38 ms [2020-11-12 01:44:18 main:574] : INFO : Epoch 70 | loss: 6.29709e-05 | val_loss: 6.60204e-05 | Time: 3845.59 ms [2020-11-12 01:44:22 main:574] : INFO : Epoch 71 | loss: 6.29616e-05 | val_loss: 6.58505e-05 | Time: 3937.64 ms [2020-11-12 01:44:26 main:574] : INFO : Epoch 72 | loss: 6.21496e-05 | val_loss: 6.46743e-05 | Time: 3677.35 ms [2020-11-12 01:44:30 main:574] : INFO : Epoch 73 | loss: 6.12112e-05 | val_loss: 6.66906e-05 | Time: 3975.66 ms [2020-11-12 01:44:34 main:574] : INFO : Epoch 74 | loss: 6.10462e-05 | val_loss: 6.34031e-05 | Time: 3841.43 ms [2020-11-12 01:44:38 main:574] : INFO : Epoch 75 | loss: 6.00754e-05 | val_loss: 6.22711e-05 | Time: 3813.08 ms [2020-11-12 01:44:42 main:574] : INFO : Epoch 76 | loss: 5.95568e-05 | val_loss: 6.20345e-05 | Time: 4016 ms [2020-11-12 01:44:46 main:574] : INFO : Epoch 77 | loss: 5.93437e-05 | val_loss: 6.20184e-05 | Time: 3708.75 ms [2020-11-12 01:44:50 main:574] : INFO : Epoch 78 | loss: 5.86959e-05 | val_loss: 6.11966e-05 | Time: 3931.71 ms [2020-11-12 01:44:54 main:574] : INFO : Epoch 79 | loss: 5.82805e-05 | val_loss: 6.09588e-05 | Time: 3923.26 ms [2020-11-12 01:44:58 main:574] : INFO : Epoch 80 | loss: 5.79511e-05 | val_loss: 6.05068e-05 | Time: 3720.58 ms [2020-11-12 01:45:02 main:574] : INFO : Epoch 81 | loss: 5.72515e-05 | val_loss: 5.92593e-05 | Time: 4005.07 ms [2020-11-12 01:45:05 main:574] : INFO : Epoch 82 | loss: 5.67013e-05 | val_loss: 5.99087e-05 | Time: 3756.77 ms [2020-11-12 01:45:09 main:574] : INFO : Epoch 83 | loss: 5.62017e-05 | val_loss: 5.96159e-05 | Time: 3991.73 ms [2020-11-12 01:45:13 main:574] : INFO : Epoch 84 | loss: 5.5821e-05 | val_loss: 5.8862e-05 | Time: 3923.78 ms [2020-11-12 01:45:17 main:574] : INFO : Epoch 85 | loss: 5.5612e-05 | val_loss: 5.88195e-05 | Time: 3680.61 ms [2020-11-12 01:45:21 main:574] : INFO : Epoch 86 | loss: 5.49027e-05 | val_loss: 5.81818e-05 | Time: 3911.17 ms [2020-11-12 01:45:25 main:574] : INFO : Epoch 87 | loss: 5.46336e-05 | val_loss: 5.797e-05 | Time: 3682.64 ms [2020-11-12 01:45:29 main:574] : INFO : Epoch 88 | loss: 5.43846e-05 | val_loss: 5.68096e-05 | Time: 3980.72 ms [2020-11-12 01:45:33 main:574] : INFO : Epoch 89 | loss: 5.35855e-05 | val_loss: 5.61895e-05 | Time: 3951.48 ms [2020-11-12 01:45:37 main:574] : INFO : Epoch 90 | loss: 5.31683e-05 | val_loss: 5.59104e-05 | Time: 3766.25 ms [2020-11-12 01:45:41 main:574] : INFO : Epoch 91 | loss: 5.2998e-05 | val_loss: 5.48284e-05 | Time: 3927.38 ms [2020-11-12 01:45:44 main:574] : INFO : Epoch 92 | loss: 5.25068e-05 | val_loss: 5.5691e-05 | Time: 3764.25 ms [2020-11-12 01:45:48 main:574] : INFO : Epoch 93 | loss: 5.26133e-05 | val_loss: 5.46743e-05 | Time: 3902.95 ms [2020-11-12 01:45:52 main:574] : INFO : Epoch 94 | loss: 5.17906e-05 | val_loss: 5.62984e-05 | Time: 3910.57 ms [2020-11-12 01:45:56 main:574] : INFO : Epoch 95 | loss: 5.13175e-05 | val_loss: 5.35261e-05 | Time: 3722.62 ms [2020-11-12 01:46:00 main:574] : INFO : Epoch 96 | loss: 5.08262e-05 | val_loss: 5.30985e-05 | Time: 3933.55 ms [2020-11-12 01:46:04 main:574] : INFO : Epoch 97 | loss: 5.09115e-05 | val_loss: 5.37743e-05 | Time: 3883.37 ms [2020-11-12 01:46:08 main:574] : INFO : Epoch 98 | loss: 5.03238e-05 | val_loss: 5.28039e-05 | Time: 3713.8 ms [2020-11-12 01:46:12 main:574] : INFO : Epoch 99 | loss: 4.97033e-05 | val_loss: 5.20035e-05 | Time: 3975 ms [2020-11-12 01:46:16 main:574] : INFO : Epoch 100 | loss: 4.97567e-05 | val_loss: 5.17853e-05 | Time: 3715.46 ms [2020-11-12 01:46:20 main:574] : INFO : Epoch 101 | loss: 4.92938e-05 | val_loss: 5.27962e-05 | Time: 3965.63 ms [2020-11-12 01:46:24 main:574] : INFO : Epoch 102 | loss: 4.88921e-05 | val_loss: 5.13989e-05 | Time: 3952.94 ms [2020-11-12 01:46:27 main:574] : INFO : Epoch 103 | loss: 4.8525e-05 | val_loss: 5.0817e-05 | Time: 3744.9 ms [2020-11-12 01:46:31 main:574] : INFO : Epoch 104 | loss: 4.78517e-05 | val_loss: 5.11315e-05 | Time: 3968.38 ms [2020-11-12 01:46:35 main:574] : INFO : Epoch 105 | loss: 4.80701e-05 | val_loss: 5.19767e-05 | Time: 3728.22 ms [2020-11-12 01:46:39 main:574] : INFO : Epoch 106 | loss: 4.82127e-05 | val_loss: 4.95472e-05 | Time: 3970.11 ms [2020-11-12 01:46:43 main:574] : INFO : Epoch 107 | loss: 4.70798e-05 | val_loss: 4.91922e-05 | Time: 3951.88 ms [2020-11-12 01:46:47 main:574] : INFO : Epoch 108 | loss: 4.66963e-05 | val_loss: 4.89268e-05 | Time: 3716.91 ms [2020-11-12 01:46:51 main:574] : INFO : Epoch 109 | loss: 4.66974e-05 | val_loss: 4.95938e-05 | Time: 3964.52 ms [2020-11-12 01:46:55 main:574] : INFO : Epoch 110 | loss: 4.61846e-05 | val_loss: 4.82993e-05 | Time: 3718.41 ms [2020-11-12 01:46:59 main:574] : INFO : Epoch 111 | loss: 4.64014e-05 | val_loss: 4.78471e-05 | Time: 3931.8 ms [2020-11-12 01:47:03 main:574] : INFO : Epoch 112 | loss: 4.54956e-05 | val_loss: 4.77383e-05 | Time: 3953.4 ms [2020-11-12 01:47:06 main:574] : INFO : Epoch 113 | loss: 4.54808e-05 | val_loss: 4.75966e-05 | Time: 3722.51 ms [2020-11-12 01:47:10 main:574] : INFO : Epoch 114 | loss: 4.50744e-05 | val_loss: 4.86511e-05 | Time: 3970.1 ms [2020-11-12 01:47:14 main:574] : INFO : Epoch 115 | loss: 4.48451e-05 | val_loss: 4.69878e-05 | Time: 3860.92 ms [2020-11-12 01:47:18 main:574] : INFO : Epoch 116 | loss: 4.45229e-05 | val_loss: 4.68716e-05 | Time: 3845.29 ms [2020-11-12 01:47:22 main:574] : INFO : Epoch 117 | loss: 4.42542e-05 | val_loss: 4.72306e-05 | Time: 3960.01 ms [2020-11-12 01:47:26 main:574] : INFO : Epoch 118 | loss: 4.44281e-05 | val_loss: 4.65402e-05 | Time: 3694.55 ms [2020-11-12 01:47:30 main:574] : INFO : Epoch 119 | loss: 4.39474e-05 | val_loss: 4.70048e-05 | Time: 4009.96 ms [2020-11-12 01:47:34 main:574] : INFO : Epoch 120 | loss: 4.34829e-05 | val_loss: 4.56533e-05 | Time: 3824.93 ms [2020-11-12 01:47:38 main:574] : INFO : Epoch 121 | loss: 4.32051e-05 | val_loss: 4.59292e-05 | Time: 3793.49 ms [2020-11-12 01:47:42 main:574] : INFO : Epoch 122 | loss: 4.30846e-05 | val_loss: 4.5644e-05 | Time: 4026.62 ms [2020-11-12 01:47:46 main:574] : INFO : Epoch 123 | loss: 4.25008e-05 | val_loss: 4.46132e-05 | Time: 3711.8 ms [2020-11-12 01:47:50 main:574] : INFO : Epoch 124 | loss: 4.24966e-05 | val_loss: 4.37645e-05 | Time: 3944.38 ms [2020-11-12 01:47:54 main:574] : INFO : Epoch 125 | loss: 4.22604e-05 | val_loss: 4.46076e-05 | Time: 3961.02 ms [2020-11-12 01:47:58 main:574] : INFO : Epoch 126 | loss: 4.17701e-05 | val_loss: 4.36096e-05 | Time: 3722.86 ms [2020-11-12 01:48:02 main:574] : INFO : Epoch 127 | loss: 4.14957e-05 | val_loss: 4.34923e-05 | Time: 3929.64 ms [2020-11-12 01:48:05 main:574] : INFO : Epoch 128 | loss: 4.19374e-05 | val_loss: 4.34408e-05 | Time: 3747.56 ms [2020-11-12 01:48:09 main:574] : INFO : Epoch 129 | loss: 4.11765e-05 | val_loss: 4.30309e-05 | Time: 3980.5 ms [2020-11-12 01:48:13 main:574] : INFO : Epoch 130 | loss: 4.09524e-05 | val_loss: 4.26006e-05 | Time: 3908.95 ms [2020-11-12 01:48:17 main:574] : INFO : Epoch 131 | loss: 4.08948e-05 | val_loss: 4.20194e-05 | Time: 3818.46 ms [2020-11-12 01:48:21 main:574] : INFO : Epoch 132 | loss: 4.05255e-05 | val_loss: 4.2891e-05 | Time: 4102.59 ms [2020-11-12 01:48:25 main:574] : INFO : Epoch 133 | loss: 4.02699e-05 | val_loss: 4.15021e-05 | Time: 3718.84 ms [2020-11-12 01:48:29 main:574] : INFO : Epoch 134 | loss: 3.99744e-05 | val_loss: 4.28186e-05 | Time: 3995.54 ms [2020-11-12 01:48:33 main:574] : INFO : Epoch 135 | loss: 3.99968e-05 | val_loss: 4.14682e-05 | Time: 3993.9 ms [2020-11-12 01:48:37 main:574] : INFO : Epoch 136 | loss: 3.97679e-05 | val_loss: 4.13333e-05 | Time: 3774.86 ms [2020-11-12 01:48:41 main:574] : INFO : Epoch 137 | loss: 3.96148e-05 | val_loss: 4.15362e-05 | Time: 3940.62 ms [2020-11-12 01:48:45 main:574] : INFO : Epoch 138 | loss: 3.93753e-05 | val_loss: 4.20272e-05 | Time: 3740.56 ms [2020-11-12 01:48:49 main:574] : INFO : Epoch 139 | loss: 3.90284e-05 | val_loss: 4.08212e-05 | Time: 3965.17 ms [2020-11-12 01:48:53 main:574] : INFO : Epoch 140 | loss: 3.88316e-05 | val_loss: 4.03059e-05 | Time: 3936.99 ms [2020-11-12 01:48:57 main:574] : INFO : Epoch 141 | loss: 3.87573e-05 | val_loss: 3.97795e-05 | Time: 3727.01 ms [2020-11-12 01:49:01 main:574] : INFO : Epoch 142 | loss: 3.8123e-05 | val_loss: 4.02476e-05 | Time: 3966.68 ms [2020-11-12 01:49:04 main:574] : INFO : Epoch 143 | loss: 3.84262e-05 | val_loss: 4.0311e-05 | Time: 3820.34 ms [2020-11-12 01:49:08 main:574] : INFO : Epoch 144 | loss: 3.83601e-05 | val_loss: 3.97253e-05 | Time: 3922.43 ms [2020-11-12 01:49:12 main:574] : INFO : Epoch 145 | loss: 3.79771e-05 | val_loss: 4.07877e-05 | Time: 3949.49 ms [2020-11-12 01:49:16 main:574] : INFO : Epoch 146 | loss: 3.78617e-05 | val_loss: 3.91719e-05 | Time: 3702.17 ms [2020-11-12 01:49:20 main:574] : INFO : Epoch 147 | loss: 3.76052e-05 | val_loss: 3.93999e-05 | Time: 3997.84 ms [2020-11-12 01:49:24 main:574] : INFO : Epoch 148 | loss: 3.69323e-05 | val_loss: 3.9446e-05 | Time: 3815.9 ms [2020-11-12 01:49:28 main:574] : INFO : Epoch 149 | loss: 3.71283e-05 | val_loss: 3.95405e-05 | Time: 3801.79 ms [2020-11-12 01:49:32 main:574] : INFO : Epoch 150 | loss: 3.68538e-05 | val_loss: 3.8075e-05 | Time: 3891.79 ms [2020-11-12 01:49:36 main:574] : INFO : Epoch 151 | loss: 3.67239e-05 | val_loss: 3.92716e-05 | Time: 3655.98 ms [2020-11-12 01:49:40 main:574] : INFO : Epoch 152 | loss: 3.66637e-05 | val_loss: 3.84283e-05 | Time: 3949.33 ms [2020-11-12 01:49:44 main:574] : INFO : Epoch 153 | loss: 3.63998e-05 | val_loss: 3.85159e-05 | Time: 3886.58 ms [2020-11-12 01:49:47 main:574] : INFO : Epoch 154 | loss: 3.61501e-05 | val_loss: 3.81221e-05 | Time: 3698.61 ms [2020-11-12 01:49:51 main:574] : INFO : Epoch 155 | loss: 3.63716e-05 | val_loss: 3.7963e-05 | Time: 3952.02 ms [2020-11-12 01:49:55 main:574] : INFO : Epoch 156 | loss: 3.59832e-05 | val_loss: 3.75605e-05 | Time: 3700.52 ms [2020-11-12 01:49:59 main:574] : INFO : Epoch 157 | loss: 3.58224e-05 | val_loss: 3.69194e-05 | Time: 4007.93 ms [2020-11-12 01:50:03 main:574] : INFO : Epoch 158 | loss: 3.5412e-05 | val_loss: 3.63582e-05 | Time: 3979.53 ms [2020-11-12 01:50:07 main:574] : INFO : Epoch 159 | loss: 3.52269e-05 | val_loss: 3.71867e-05 | Time: 3691.51 ms [2020-11-12 01:50:11 main:574] : INFO : Epoch 160 | loss: 3.53004e-05 | val_loss: 3.70477e-05 | Time: 3949.14 ms [2020-11-12 01:50:15 main:574] : INFO : Epoch 161 | loss: 3.52366e-05 | val_loss: 3.74256e-05 | Time: 3738.94 ms [2020-11-12 01:50:19 main:574] : INFO : Epoch 162 | loss: 3.48251e-05 | val_loss: 3.61467e-05 | Time: 3926.09 ms [2020-11-12 01:50:23 main:574] : INFO : Epoch 163 | loss: 3.44187e-05 | val_loss: 3.5822e-05 | Time: 3959.29 ms [2020-11-12 01:50:26 main:574] : INFO : Epoch 164 | loss: 3.45378e-05 | val_loss: 3.67323e-05 | Time: 3702.8 ms [2020-11-12 01:50:30 main:574] : INFO : Epoch 165 | loss: 3.43863e-05 | val_loss: 3.566e-05 | Time: 3987.34 ms [2020-11-12 01:50:34 main:574] : INFO : Epoch 166 | loss: 3.43494e-05 | val_loss: 3.59135e-05 | Time: 3808.37 ms [2020-11-12 01:50:38 main:574] : INFO : Epoch 167 | loss: 3.39262e-05 | val_loss: 3.66335e-05 | Time: 3822.28 ms [2020-11-12 01:50:42 main:574] : INFO : Epoch 168 | loss: 3.38718e-05 | val_loss: 3.66548e-05 | Time: 3984.07 ms [2020-11-12 01:50:46 main:574] : INFO : Epoch 169 | loss: 3.39317e-05 | val_loss: 3.55548e-05 | Time: 3640.46 ms [2020-11-12 01:50:50 main:574] : INFO : Epoch 170 | loss: 3.35519e-05 | val_loss: 3.5275e-05 | Time: 3944.16 ms [2020-11-12 01:50:54 main:574] : INFO : Epoch 171 | loss: 3.33738e-05 | val_loss: 3.46386e-05 | Time: 3975.49 ms [2020-11-12 01:50:58 main:574] : INFO : Epoch 172 | loss: 3.30738e-05 | val_loss: 3.49848e-05 | Time: 3683.17 ms [2020-11-12 01:51:02 main:574] : INFO : Epoch 173 | loss: 3.33643e-05 | val_loss: 3.55872e-05 | Time: 4003.06 ms [2020-11-12 01:51:05 main:574] : INFO : Epoch 174 | loss: 3.35424e-05 | val_loss: 3.574e-05 | Time: 3728.8 ms [2020-11-12 01:51:09 main:574] : INFO : Epoch 175 | loss: 3.29752e-05 | val_loss: 3.39727e-05 | Time: 3918.51 ms [2020-11-12 01:51:13 main:574] : INFO : Epoch 176 | loss: 3.24011e-05 | val_loss: 3.504e-05 | Time: 3973.89 ms [2020-11-12 01:51:17 main:574] : INFO : Epoch 177 | loss: 3.27398e-05 | val_loss: 3.41485e-05 | Time: 3695.44 ms [2020-11-12 01:51:21 main:574] : INFO : Epoch 178 | loss: 3.23431e-05 | val_loss: 3.44191e-05 | Time: 3978.63 ms [2020-11-12 01:51:25 main:574] : INFO : Epoch 179 | loss: 3.23128e-05 | val_loss: 3.37835e-05 | Time: 3657.02 ms [2020-11-12 01:51:29 main:574] : INFO : Epoch 180 | loss: 3.2092e-05 | val_loss: 3.38907e-05 | Time: 3926.52 ms [2020-11-12 01:51:33 main:574] : INFO : Epoch 181 | loss: 3.20202e-05 | val_loss: 3.31816e-05 | Time: 3915.23 ms [2020-11-12 01:51:37 main:574] : INFO : Epoch 182 | loss: 3.18099e-05 | val_loss: 3.35294e-05 | Time: 3699.7 ms [2020-11-12 01:51:41 main:574] : INFO : Epoch 183 | loss: 3.1962e-05 | val_loss: 3.40958e-05 | Time: 3975.78 ms [2020-11-12 01:51:44 main:574] : INFO : Epoch 184 | loss: 3.16749e-05 | val_loss: 3.33409e-05 | Time: 3781.05 ms [2020-11-12 01:51:48 main:574] : INFO : Epoch 185 | loss: 3.14626e-05 | val_loss: 3.33281e-05 | Time: 3830.4 ms [2020-11-12 01:51:52 main:574] : INFO : Epoch 186 | loss: 3.14708e-05 | val_loss: 3.26966e-05 | Time: 3961.6 ms [2020-11-12 01:51:56 main:574] : INFO : Epoch 187 | loss: 3.11788e-05 | val_loss: 3.23811e-05 | Time: 3714.51 ms [2020-11-12 01:52:00 main:574] : INFO : Epoch 188 | loss: 3.11275e-05 | val_loss: 3.25546e-05 | Time: 3914.4 ms [2020-11-12 01:52:04 main:574] : INFO : Epoch 189 | loss: 3.09103e-05 | val_loss: 3.21091e-05 | Time: 3921.01 ms [2020-11-12 01:52:08 main:574] : INFO : Epoch 190 | loss: 3.12591e-05 | val_loss: 3.31424e-05 | Time: 3758.16 ms [2020-11-12 01:52:12 main:574] : INFO : Epoch 191 | loss: 3.06748e-05 | val_loss: 3.32882e-05 | Time: 3921.96 ms [2020-11-12 01:52:15 main:574] : INFO : Epoch 192 | loss: 3.07086e-05 | val_loss: 3.18866e-05 | Time: 3716.52 ms [2020-11-12 01:52:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.18866e-05 [2020-11-12 01:52:16 main:603] : INFO : Saving end state to config to file [2020-11-12 01:52:16 main:608] : INFO : Success, exiting.. 01:52:16 (14848): 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)