Task 2887750
| Name | rand_automata_0063-1604983867-11061-1_2 |
| Workunit | 1288443 |
| 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 56 sec |
| CPU time | 12 min 18 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 02:18:35 main:435] : INFO : Set logging level to 1 [2020-11-12 02:18:35 main:441] : INFO : Running in BOINC Client mode [2020-11-12 02:18:35 main:444] : INFO : Resolving all filenames [2020-11-12 02:18:35 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 (exists = 1) [2020-11-12 02:18:35 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1604983867-11061-1_2_r1108308365_1 (exists = 0) [2020-11-12 02:18:35 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1604983867-11061-1_2_r1108308365_0 (exists = 0) [2020-11-12 02:18:35 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1604983867-11061-1 (exists = 1) [2020-11-12 02:18:35 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-12 02:18:35 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 [2020-11-12 02:18:35 main:474] : INFO : Configuration: [2020-11-12 02:18:35 main:475] : INFO : Model type: LSTM [2020-11-12 02:18:35 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-12 02:18:35 main:477] : INFO : Max Epochs: 192 [2020-11-12 02:18:35 main:478] : INFO : Batch Size: 32 [2020-11-12 02:18:35 main:479] : INFO : Learning Rate: 0.001 [2020-11-12 02:18:35 main:480] : INFO : Patience: 10 [2020-11-12 02:18:35 main:481] : INFO : Hidden Width: 64 [2020-11-12 02:18:35 main:482] : INFO : # Recurrent Layers: 4 [2020-11-12 02:18:35 main:483] : INFO : # Backend Layers: 2 [2020-11-12 02:18:35 main:484] : INFO : # Threads: 1 [2020-11-12 02:18:35 main:486] : INFO : Preparing Dataset [2020-11-12 02:18:35 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 [2020-11-12 02:18:35 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 [2020-11-12 02:18:37 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-12 02:18:37 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 [2020-11-12 02:18:37 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 [2020-11-12 02:18:37 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-12 02:18:37 main:494] : INFO : Creating Model [2020-11-12 02:18:38 main:507] : INFO : Preparing config file [2020-11-12 02:18:38 main:519] : INFO : Creating new config file [2020-11-12 02:18:38 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-12 02:18:38 main:559] : INFO : Loading DataLoader into Memory [2020-11-12 02:18:38 main:562] : INFO : Starting Training [2020-11-12 02:18:43 main:574] : INFO : Epoch 1 | loss: 0.000140727 | val_loss: 0.000116463 | Time: 4228.99 ms [2020-11-12 02:18:47 main:574] : INFO : Epoch 2 | loss: 0.000109699 | val_loss: 0.000118553 | Time: 3772.35 ms [2020-11-12 02:18:50 main:574] : INFO : Epoch 3 | loss: 0.000109758 | val_loss: 0.000117001 | Time: 3919.68 ms [2020-11-12 02:18:54 main:574] : INFO : Epoch 4 | loss: 0.000109886 | val_loss: 0.000116928 | Time: 3921.84 ms [2020-11-12 02:18:58 main:574] : INFO : Epoch 5 | loss: 0.000108915 | val_loss: 0.000116273 | Time: 3902.4 ms [2020-11-12 02:19:03 main:574] : INFO : Epoch 6 | loss: 0.00010868 | val_loss: 0.00011656 | Time: 4218.14 ms [2020-11-12 02:19:06 main:574] : INFO : Epoch 7 | loss: 0.000108275 | val_loss: 0.000114822 | Time: 3715.23 ms [2020-11-12 02:19:10 main:574] : INFO : Epoch 8 | loss: 0.0001074 | val_loss: 0.000118457 | Time: 3920.29 ms [2020-11-12 02:19:14 main:574] : INFO : Epoch 9 | loss: 0.000106728 | val_loss: 0.000113289 | Time: 3920.06 ms [2020-11-12 02:19:18 main:574] : INFO : Epoch 10 | loss: 0.00010549 | val_loss: 0.000114554 | Time: 3820.93 ms [2020-11-12 02:19:22 main:574] : INFO : Epoch 11 | loss: 0.000105112 | val_loss: 0.000112684 | Time: 3926.8 ms [2020-11-12 02:19:26 main:574] : INFO : Epoch 12 | loss: 0.000104427 | val_loss: 0.000112841 | Time: 3707.26 ms [2020-11-12 02:19:30 main:574] : INFO : Epoch 13 | loss: 0.000102992 | val_loss: 0.00010963 | Time: 3989.47 ms [2020-11-12 02:19:34 main:574] : INFO : Epoch 14 | loss: 0.000101642 | val_loss: 0.00010832 | Time: 4029.3 ms [2020-11-12 02:19:38 main:574] : INFO : Epoch 15 | loss: 0.000101478 | val_loss: 0.000109056 | Time: 3783.9 ms [2020-11-12 02:19:42 main:574] : INFO : Epoch 16 | loss: 0.000100692 | val_loss: 0.000109769 | Time: 3965.08 ms [2020-11-12 02:19:46 main:574] : INFO : Epoch 17 | loss: 9.96808e-05 | val_loss: 0.000107391 | Time: 3731.36 ms [2020-11-12 02:19:50 main:574] : INFO : Epoch 18 | loss: 9.83704e-05 | val_loss: 0.00010505 | Time: 3910.14 ms [2020-11-12 02:19:54 main:574] : INFO : Epoch 19 | loss: 9.80777e-05 | val_loss: 0.000105486 | Time: 3964.02 ms [2020-11-12 02:19:57 main:574] : INFO : Epoch 20 | loss: 9.70524e-05 | val_loss: 0.000106348 | Time: 3728.63 ms [2020-11-12 02:20:01 main:574] : INFO : Epoch 21 | loss: 9.64195e-05 | val_loss: 0.000102592 | Time: 3983.55 ms [2020-11-12 02:20:05 main:574] : INFO : Epoch 22 | loss: 9.50026e-05 | val_loss: 0.000101509 | Time: 3773.54 ms [2020-11-12 02:20:09 main:574] : INFO : Epoch 23 | loss: 9.59789e-05 | val_loss: 0.000100184 | Time: 3924.27 ms [2020-11-12 02:20:13 main:574] : INFO : Epoch 24 | loss: 9.3999e-05 | val_loss: 0.000100378 | Time: 3936.82 ms [2020-11-12 02:20:17 main:574] : INFO : Epoch 25 | loss: 9.30567e-05 | val_loss: 9.90657e-05 | Time: 3746.15 ms [2020-11-12 02:20:21 main:574] : INFO : Epoch 26 | loss: 9.25105e-05 | val_loss: 0.000100829 | Time: 3933.68 ms [2020-11-12 02:20:25 main:574] : INFO : Epoch 27 | loss: 9.11981e-05 | val_loss: 9.95066e-05 | Time: 3793.1 ms [2020-11-12 02:20:28 main:574] : INFO : Epoch 28 | loss: 9.0926e-05 | val_loss: 9.79022e-05 | Time: 3804.85 ms [2020-11-12 02:20:32 main:574] : INFO : Epoch 29 | loss: 8.99106e-05 | val_loss: 9.85528e-05 | Time: 3923.68 ms [2020-11-12 02:20:36 main:574] : INFO : Epoch 30 | loss: 8.97601e-05 | val_loss: 9.4663e-05 | Time: 3708.97 ms [2020-11-12 02:20:40 main:574] : INFO : Epoch 31 | loss: 8.92996e-05 | val_loss: 9.48941e-05 | Time: 3972.04 ms [2020-11-12 02:20:44 main:574] : INFO : Epoch 32 | loss: 8.81299e-05 | val_loss: 9.50773e-05 | Time: 3925.62 ms [2020-11-12 02:20:48 main:574] : INFO : Epoch 33 | loss: 8.76081e-05 | val_loss: 9.4246e-05 | Time: 3715.37 ms [2020-11-12 02:20:52 main:574] : INFO : Epoch 34 | loss: 8.65967e-05 | val_loss: 9.44501e-05 | Time: 3917.89 ms [2020-11-12 02:20:56 main:574] : INFO : Epoch 35 | loss: 8.60417e-05 | val_loss: 9.31965e-05 | Time: 3735.72 ms [2020-11-12 02:21:00 main:574] : INFO : Epoch 36 | loss: 8.53571e-05 | val_loss: 9.24983e-05 | Time: 3922.81 ms [2020-11-12 02:21:04 main:574] : INFO : Epoch 37 | loss: 8.49605e-05 | val_loss: 9.22076e-05 | Time: 3934.87 ms [2020-11-12 02:21:07 main:574] : INFO : Epoch 38 | loss: 8.40832e-05 | val_loss: 9.25557e-05 | Time: 3767.7 ms [2020-11-12 02:21:11 main:574] : INFO : Epoch 39 | loss: 8.44509e-05 | val_loss: 9.1983e-05 | Time: 3908.18 ms [2020-11-12 02:21:15 main:574] : INFO : Epoch 40 | loss: 8.33238e-05 | val_loss: 9.0121e-05 | Time: 3771.02 ms [2020-11-12 02:21:19 main:574] : INFO : Epoch 41 | loss: 8.23722e-05 | val_loss: 8.80423e-05 | Time: 3990.44 ms [2020-11-12 02:21:23 main:574] : INFO : Epoch 42 | loss: 8.17301e-05 | val_loss: 9.05411e-05 | Time: 3960.52 ms [2020-11-12 02:21:27 main:574] : INFO : Epoch 43 | loss: 8.10608e-05 | val_loss: 8.82976e-05 | Time: 3726.99 ms [2020-11-12 02:21:31 main:574] : INFO : Epoch 44 | loss: 8.09015e-05 | val_loss: 8.70373e-05 | Time: 3963.51 ms [2020-11-12 02:21:35 main:574] : INFO : Epoch 45 | loss: 7.98443e-05 | val_loss: 8.91574e-05 | Time: 3788.05 ms [2020-11-12 02:21:39 main:574] : INFO : Epoch 46 | loss: 7.96228e-05 | val_loss: 8.44974e-05 | Time: 3961.96 ms [2020-11-12 02:21:43 main:574] : INFO : Epoch 47 | loss: 7.85382e-05 | val_loss: 8.48578e-05 | Time: 3988.35 ms [2020-11-12 02:21:47 main:574] : INFO : Epoch 48 | loss: 7.78792e-05 | val_loss: 8.55372e-05 | Time: 3738.14 ms [2020-11-12 02:21:51 main:574] : INFO : Epoch 49 | loss: 7.79308e-05 | val_loss: 8.40841e-05 | Time: 3980.47 ms [2020-11-12 02:21:55 main:574] : INFO : Epoch 50 | loss: 7.74807e-05 | val_loss: 8.34892e-05 | Time: 3807.33 ms [2020-11-12 02:21:59 main:574] : INFO : Epoch 51 | loss: 7.63399e-05 | val_loss: 8.1816e-05 | Time: 3872.21 ms [2020-11-12 02:22:03 main:574] : INFO : Epoch 52 | loss: 7.61191e-05 | val_loss: 8.18495e-05 | Time: 4017.23 ms [2020-11-12 02:22:07 main:574] : INFO : Epoch 53 | loss: 7.52635e-05 | val_loss: 8.07422e-05 | Time: 3704.59 ms [2020-11-12 02:22:11 main:574] : INFO : Epoch 54 | loss: 7.59656e-05 | val_loss: 8.08985e-05 | Time: 3956.75 ms [2020-11-12 02:22:15 main:574] : INFO : Epoch 55 | loss: 7.42672e-05 | val_loss: 8.13247e-05 | Time: 3913.05 ms [2020-11-12 02:22:18 main:574] : INFO : Epoch 56 | loss: 7.40585e-05 | val_loss: 7.92773e-05 | Time: 3806.96 ms [2020-11-12 02:22:22 main:574] : INFO : Epoch 57 | loss: 7.32382e-05 | val_loss: 8.0117e-05 | Time: 3989.56 ms [2020-11-12 02:22:26 main:574] : INFO : Epoch 58 | loss: 7.29888e-05 | val_loss: 7.98597e-05 | Time: 3768.34 ms [2020-11-12 02:22:30 main:574] : INFO : Epoch 59 | loss: 7.2864e-05 | val_loss: 8.07346e-05 | Time: 3911.88 ms [2020-11-12 02:22:34 main:574] : INFO : Epoch 60 | loss: 7.2016e-05 | val_loss: 7.81506e-05 | Time: 3952.87 ms [2020-11-12 02:22:38 main:574] : INFO : Epoch 61 | loss: 7.19574e-05 | val_loss: 7.87727e-05 | Time: 3712.59 ms [2020-11-12 02:22:42 main:574] : INFO : Epoch 62 | loss: 7.08933e-05 | val_loss: 7.80892e-05 | Time: 3946.76 ms [2020-11-12 02:22:46 main:574] : INFO : Epoch 63 | loss: 7.04192e-05 | val_loss: 7.48642e-05 | Time: 3726.6 ms [2020-11-12 02:22:50 main:574] : INFO : Epoch 64 | loss: 7.07917e-05 | val_loss: 7.65592e-05 | Time: 3959.61 ms [2020-11-12 02:22:54 main:574] : INFO : Epoch 65 | loss: 7.00791e-05 | val_loss: 7.45217e-05 | Time: 3999.65 ms [2020-11-12 02:22:58 main:574] : INFO : Epoch 66 | loss: 6.92355e-05 | val_loss: 7.29536e-05 | Time: 3708.69 ms [2020-11-12 02:23:02 main:574] : INFO : Epoch 67 | loss: 7.27538e-05 | val_loss: 7.42055e-05 | Time: 3922.3 ms [2020-11-12 02:23:05 main:574] : INFO : Epoch 68 | loss: 6.7973e-05 | val_loss: 7.29741e-05 | Time: 3686.36 ms [2020-11-12 02:23:09 main:574] : INFO : Epoch 69 | loss: 6.75348e-05 | val_loss: 7.17787e-05 | Time: 3981.16 ms [2020-11-12 02:23:13 main:574] : INFO : Epoch 70 | loss: 6.79173e-05 | val_loss: 7.41389e-05 | Time: 3943.55 ms [2020-11-12 02:23:17 main:574] : INFO : Epoch 71 | loss: 6.68133e-05 | val_loss: 7.04028e-05 | Time: 3724.69 ms [2020-11-12 02:23:21 main:574] : INFO : Epoch 72 | loss: 6.67239e-05 | val_loss: 7.40257e-05 | Time: 3993.02 ms [2020-11-12 02:23:25 main:574] : INFO : Epoch 73 | loss: 6.66125e-05 | val_loss: 7.09174e-05 | Time: 3770.7 ms [2020-11-12 02:23:29 main:574] : INFO : Epoch 74 | loss: 6.57622e-05 | val_loss: 7.00917e-05 | Time: 3912.5 ms [2020-11-12 02:23:33 main:574] : INFO : Epoch 75 | loss: 6.54298e-05 | val_loss: 7.09008e-05 | Time: 3959.45 ms [2020-11-12 02:23:37 main:574] : INFO : Epoch 76 | loss: 6.50889e-05 | val_loss: 6.90467e-05 | Time: 3746.66 ms [2020-11-12 02:23:41 main:574] : INFO : Epoch 77 | loss: 6.42657e-05 | val_loss: 6.95211e-05 | Time: 3973.56 ms [2020-11-12 02:23:45 main:574] : INFO : Epoch 78 | loss: 6.42252e-05 | val_loss: 7.0469e-05 | Time: 3811.63 ms [2020-11-12 02:23:49 main:574] : INFO : Epoch 79 | loss: 6.53326e-05 | val_loss: 6.94326e-05 | Time: 3828.59 ms [2020-11-12 02:23:53 main:574] : INFO : Epoch 80 | loss: 6.37959e-05 | val_loss: 6.98397e-05 | Time: 3956.23 ms [2020-11-12 02:23:56 main:574] : INFO : Epoch 81 | loss: 6.31428e-05 | val_loss: 6.84083e-05 | Time: 3690.28 ms [2020-11-12 02:24:00 main:574] : INFO : Epoch 82 | loss: 6.4642e-05 | val_loss: 6.64983e-05 | Time: 3996.32 ms [2020-11-12 02:24:05 main:574] : INFO : Epoch 83 | loss: 6.20934e-05 | val_loss: 6.66553e-05 | Time: 3992.68 ms [2020-11-12 02:24:09 main:574] : INFO : Epoch 84 | loss: 6.31666e-05 | val_loss: 6.80949e-05 | Time: 3955.4 ms [2020-11-12 02:24:13 main:574] : INFO : Epoch 85 | loss: 6.19496e-05 | val_loss: 6.63905e-05 | Time: 4010.69 ms [2020-11-12 02:24:16 main:574] : INFO : Epoch 86 | loss: 6.15854e-05 | val_loss: 6.52406e-05 | Time: 3725.65 ms [2020-11-12 02:24:20 main:574] : INFO : Epoch 87 | loss: 6.17625e-05 | val_loss: 6.48336e-05 | Time: 3934.3 ms [2020-11-12 02:24:24 main:574] : INFO : Epoch 88 | loss: 6.05394e-05 | val_loss: 6.5468e-05 | Time: 3927.55 ms [2020-11-12 02:24:28 main:574] : INFO : Epoch 89 | loss: 6.04726e-05 | val_loss: 6.59315e-05 | Time: 3726.41 ms [2020-11-12 02:24:32 main:574] : INFO : Epoch 90 | loss: 5.98445e-05 | val_loss: 6.63574e-05 | Time: 4032.5 ms [2020-11-12 02:24:36 main:574] : INFO : Epoch 91 | loss: 6.07755e-05 | val_loss: 6.37648e-05 | Time: 3734.56 ms [2020-11-12 02:24:40 main:574] : INFO : Epoch 92 | loss: 5.92077e-05 | val_loss: 6.49791e-05 | Time: 3942.6 ms [2020-11-12 02:24:44 main:574] : INFO : Epoch 93 | loss: 5.92985e-05 | val_loss: 6.44646e-05 | Time: 3970.75 ms [2020-11-12 02:24:48 main:574] : INFO : Epoch 94 | loss: 5.88031e-05 | val_loss: 6.40817e-05 | Time: 3724.6 ms [2020-11-12 02:24:52 main:574] : INFO : Epoch 95 | loss: 5.86295e-05 | val_loss: 6.49683e-05 | Time: 3972.06 ms [2020-11-12 02:24:56 main:574] : INFO : Epoch 96 | loss: 5.80979e-05 | val_loss: 6.47373e-05 | Time: 3728.5 ms [2020-11-12 02:25:00 main:574] : INFO : Epoch 97 | loss: 5.83552e-05 | val_loss: 6.22919e-05 | Time: 3939.31 ms [2020-11-12 02:25:04 main:574] : INFO : Epoch 98 | loss: 5.76783e-05 | val_loss: 6.25294e-05 | Time: 4005.9 ms [2020-11-12 02:25:08 main:574] : INFO : Epoch 99 | loss: 5.73388e-05 | val_loss: 6.14262e-05 | Time: 3711.73 ms [2020-11-12 02:25:12 main:574] : INFO : Epoch 100 | loss: 5.75741e-05 | val_loss: 6.26983e-05 | Time: 3987.42 ms [2020-11-12 02:25:15 main:574] : INFO : Epoch 101 | loss: 5.70872e-05 | val_loss: 6.18097e-05 | Time: 3693.6 ms [2020-11-12 02:25:19 main:574] : INFO : Epoch 102 | loss: 5.72469e-05 | val_loss: 6.1062e-05 | Time: 3963.1 ms [2020-11-12 02:25:23 main:574] : INFO : Epoch 103 | loss: 5.59652e-05 | val_loss: 6.19312e-05 | Time: 3958.29 ms [2020-11-12 02:25:27 main:574] : INFO : Epoch 104 | loss: 5.60042e-05 | val_loss: 6.09137e-05 | Time: 3716.47 ms [2020-11-12 02:25:31 main:574] : INFO : Epoch 105 | loss: 5.54801e-05 | val_loss: 5.97437e-05 | Time: 3935.92 ms [2020-11-12 02:25:35 main:574] : INFO : Epoch 106 | loss: 5.56261e-05 | val_loss: 6.05433e-05 | Time: 3774.18 ms [2020-11-12 02:25:39 main:574] : INFO : Epoch 107 | loss: 5.52047e-05 | val_loss: 5.92844e-05 | Time: 3875.99 ms [2020-11-12 02:25:43 main:574] : INFO : Epoch 108 | loss: 5.83174e-05 | val_loss: 5.94708e-05 | Time: 3955.8 ms [2020-11-12 02:25:47 main:574] : INFO : Epoch 109 | loss: 5.44716e-05 | val_loss: 6.04479e-05 | Time: 3694.88 ms [2020-11-12 02:25:51 main:574] : INFO : Epoch 110 | loss: 5.43331e-05 | val_loss: 5.85209e-05 | Time: 3982.67 ms [2020-11-12 02:25:55 main:574] : INFO : Epoch 111 | loss: 5.40308e-05 | val_loss: 5.74036e-05 | Time: 3861.02 ms [2020-11-12 02:25:58 main:574] : INFO : Epoch 112 | loss: 5.36663e-05 | val_loss: 5.71034e-05 | Time: 3826.92 ms [2020-11-12 02:26:03 main:574] : INFO : Epoch 113 | loss: 5.37389e-05 | val_loss: 5.8209e-05 | Time: 4025.58 ms [2020-11-12 02:26:06 main:574] : INFO : Epoch 114 | loss: 5.32963e-05 | val_loss: 5.86847e-05 | Time: 3700.32 ms [2020-11-12 02:26:10 main:574] : INFO : Epoch 115 | loss: 5.34494e-05 | val_loss: 5.65133e-05 | Time: 3985.6 ms [2020-11-12 02:26:14 main:574] : INFO : Epoch 116 | loss: 5.26291e-05 | val_loss: 5.70775e-05 | Time: 3939.13 ms [2020-11-12 02:26:18 main:574] : INFO : Epoch 117 | loss: 5.2902e-05 | val_loss: 5.66904e-05 | Time: 3750.76 ms [2020-11-12 02:26:22 main:574] : INFO : Epoch 118 | loss: 5.22753e-05 | val_loss: 5.6835e-05 | Time: 3936.81 ms [2020-11-12 02:26:26 main:574] : INFO : Epoch 119 | loss: 5.20235e-05 | val_loss: 5.57671e-05 | Time: 3724.22 ms [2020-11-12 02:26:30 main:574] : INFO : Epoch 120 | loss: 5.16652e-05 | val_loss: 5.66159e-05 | Time: 3927.88 ms [2020-11-12 02:26:34 main:574] : INFO : Epoch 121 | loss: 5.37489e-05 | val_loss: 5.54434e-05 | Time: 3917 ms [2020-11-12 02:26:38 main:574] : INFO : Epoch 122 | loss: 5.13947e-05 | val_loss: 5.5396e-05 | Time: 3711.49 ms [2020-11-12 02:26:42 main:574] : INFO : Epoch 123 | loss: 5.12677e-05 | val_loss: 5.58528e-05 | Time: 3960.35 ms [2020-11-12 02:26:45 main:574] : INFO : Epoch 124 | loss: 5.10713e-05 | val_loss: 5.5002e-05 | Time: 3708.58 ms [2020-11-12 02:26:49 main:574] : INFO : Epoch 125 | loss: 5.07331e-05 | val_loss: 5.47107e-05 | Time: 3953.78 ms [2020-11-12 02:26:53 main:574] : INFO : Epoch 126 | loss: 5.05934e-05 | val_loss: 5.43955e-05 | Time: 3938.16 ms [2020-11-12 02:26:57 main:574] : INFO : Epoch 127 | loss: 5.00636e-05 | val_loss: 5.56829e-05 | Time: 3722.14 ms [2020-11-12 02:27:01 main:574] : INFO : Epoch 128 | loss: 5.26e-05 | val_loss: 5.48958e-05 | Time: 3950.36 ms [2020-11-12 02:27:05 main:574] : INFO : Epoch 129 | loss: 4.94906e-05 | val_loss: 5.2852e-05 | Time: 3758.19 ms [2020-11-12 02:27:09 main:574] : INFO : Epoch 130 | loss: 5.01437e-05 | val_loss: 5.37253e-05 | Time: 3900.85 ms [2020-11-12 02:27:13 main:574] : INFO : Epoch 131 | loss: 4.92039e-05 | val_loss: 5.46222e-05 | Time: 3940.44 ms [2020-11-12 02:27:17 main:574] : INFO : Epoch 132 | loss: 4.92996e-05 | val_loss: 5.38855e-05 | Time: 3722.46 ms [2020-11-12 02:27:21 main:574] : INFO : Epoch 133 | loss: 4.86444e-05 | val_loss: 5.34921e-05 | Time: 3919.42 ms [2020-11-12 02:27:25 main:574] : INFO : Epoch 134 | loss: 4.88724e-05 | val_loss: 5.46127e-05 | Time: 3848.64 ms [2020-11-12 02:27:28 main:574] : INFO : Epoch 135 | loss: 4.91728e-05 | val_loss: 5.22706e-05 | Time: 3748.19 ms [2020-11-12 02:27:32 main:574] : INFO : Epoch 136 | loss: 4.82036e-05 | val_loss: 5.3408e-05 | Time: 3896.83 ms [2020-11-12 02:27:36 main:574] : INFO : Epoch 137 | loss: 4.83443e-05 | val_loss: 5.27056e-05 | Time: 3752.51 ms [2020-11-12 02:27:40 main:574] : INFO : Epoch 138 | loss: 4.75919e-05 | val_loss: 5.23623e-05 | Time: 3989.94 ms [2020-11-12 02:27:44 main:574] : INFO : Epoch 139 | loss: 4.76384e-05 | val_loss: 5.21858e-05 | Time: 3975.51 ms [2020-11-12 02:27:48 main:574] : INFO : Epoch 140 | loss: 4.73563e-05 | val_loss: 5.10509e-05 | Time: 3709.29 ms [2020-11-12 02:27:52 main:574] : INFO : Epoch 141 | loss: 4.73025e-05 | val_loss: 5.29056e-05 | Time: 3911.08 ms [2020-11-12 02:27:56 main:574] : INFO : Epoch 142 | loss: 4.74684e-05 | val_loss: 5.15681e-05 | Time: 3704.89 ms [2020-11-12 02:28:00 main:574] : INFO : Epoch 143 | loss: 4.69198e-05 | val_loss: 5.06753e-05 | Time: 3952.96 ms [2020-11-12 02:28:04 main:574] : INFO : Epoch 144 | loss: 5.2047e-05 | val_loss: 5.05853e-05 | Time: 3953.16 ms [2020-11-12 02:28:07 main:574] : INFO : Epoch 145 | loss: 4.62483e-05 | val_loss: 5.1818e-05 | Time: 3755.3 ms [2020-11-12 02:28:11 main:574] : INFO : Epoch 146 | loss: 4.6227e-05 | val_loss: 5.05439e-05 | Time: 4002.22 ms [2020-11-12 02:28:15 main:574] : INFO : Epoch 147 | loss: 4.63056e-05 | val_loss: 4.90688e-05 | Time: 3724.1 ms [2020-11-12 02:28:19 main:574] : INFO : Epoch 148 | loss: 4.57424e-05 | val_loss: 4.98119e-05 | Time: 3975.01 ms [2020-11-12 02:28:23 main:574] : INFO : Epoch 149 | loss: 4.57247e-05 | val_loss: 4.90915e-05 | Time: 3947.67 ms [2020-11-12 02:28:27 main:574] : INFO : Epoch 150 | loss: 4.60602e-05 | val_loss: 4.95739e-05 | Time: 3718.15 ms [2020-11-12 02:28:31 main:574] : INFO : Epoch 151 | loss: 4.58013e-05 | val_loss: 4.97323e-05 | Time: 3945.86 ms [2020-11-12 02:28:35 main:574] : INFO : Epoch 152 | loss: 4.52557e-05 | val_loss: 4.93374e-05 | Time: 3790.69 ms [2020-11-12 02:28:39 main:574] : INFO : Epoch 153 | loss: 4.5641e-05 | val_loss: 4.90415e-05 | Time: 3891.1 ms [2020-11-12 02:28:43 main:574] : INFO : Epoch 154 | loss: 4.48221e-05 | val_loss: 4.83911e-05 | Time: 3947.36 ms [2020-11-12 02:28:47 main:574] : INFO : Epoch 155 | loss: 4.43871e-05 | val_loss: 4.9465e-05 | Time: 3650.95 ms [2020-11-12 02:28:51 main:574] : INFO : Epoch 156 | loss: 4.45708e-05 | val_loss: 4.82768e-05 | Time: 3927.49 ms [2020-11-12 02:28:54 main:574] : INFO : Epoch 157 | loss: 4.44321e-05 | val_loss: 4.87573e-05 | Time: 3858.41 ms [2020-11-12 02:28:58 main:574] : INFO : Epoch 158 | loss: 4.41567e-05 | val_loss: 4.87224e-05 | Time: 3774.62 ms [2020-11-12 02:29:02 main:574] : INFO : Epoch 159 | loss: 4.43607e-05 | val_loss: 4.72544e-05 | Time: 3935.59 ms [2020-11-12 02:29:06 main:574] : INFO : Epoch 160 | loss: 4.42346e-05 | val_loss: 4.92058e-05 | Time: 3743.69 ms [2020-11-12 02:29:10 main:574] : INFO : Epoch 161 | loss: 4.37289e-05 | val_loss: 4.76822e-05 | Time: 3962.31 ms [2020-11-12 02:29:14 main:574] : INFO : Epoch 162 | loss: 4.38822e-05 | val_loss: 4.94199e-05 | Time: 4124.55 ms [2020-11-12 02:29:18 main:574] : INFO : Epoch 163 | loss: 4.76285e-05 | val_loss: 4.66386e-05 | Time: 3791.47 ms [2020-11-12 02:29:22 main:574] : INFO : Epoch 164 | loss: 4.30187e-05 | val_loss: 4.62214e-05 | Time: 3931.1 ms [2020-11-12 02:29:26 main:574] : INFO : Epoch 165 | loss: 4.30523e-05 | val_loss: 4.5964e-05 | Time: 3755.87 ms [2020-11-12 02:29:30 main:574] : INFO : Epoch 166 | loss: 4.25784e-05 | val_loss: 4.63735e-05 | Time: 3926.08 ms [2020-11-12 02:29:34 main:574] : INFO : Epoch 167 | loss: 4.29885e-05 | val_loss: 4.61926e-05 | Time: 3964.23 ms [2020-11-12 02:29:38 main:574] : INFO : Epoch 168 | loss: 4.2435e-05 | val_loss: 4.66023e-05 | Time: 3745.44 ms [2020-11-12 02:29:42 main:574] : INFO : Epoch 169 | loss: 4.24165e-05 | val_loss: 4.68911e-05 | Time: 3922.54 ms [2020-11-12 02:29:45 main:574] : INFO : Epoch 170 | loss: 4.2525e-05 | val_loss: 4.52027e-05 | Time: 3727.43 ms [2020-11-12 02:29:49 main:574] : INFO : Epoch 171 | loss: 4.20656e-05 | val_loss: 4.63603e-05 | Time: 3981.07 ms [2020-11-12 02:29:54 main:574] : INFO : Epoch 172 | loss: 4.16203e-05 | val_loss: 4.59781e-05 | Time: 3988.27 ms [2020-11-12 02:29:57 main:574] : INFO : Epoch 173 | loss: 4.20416e-05 | val_loss: 4.7101e-05 | Time: 3716.82 ms [2020-11-12 02:30:01 main:574] : INFO : Epoch 174 | loss: 4.16542e-05 | val_loss: 4.44544e-05 | Time: 3933.7 ms [2020-11-12 02:30:05 main:574] : INFO : Epoch 175 | loss: 4.13525e-05 | val_loss: 4.53471e-05 | Time: 3731.26 ms [2020-11-12 02:30:09 main:574] : INFO : Epoch 176 | loss: 4.14477e-05 | val_loss: 4.57822e-05 | Time: 3924.02 ms [2020-11-12 02:30:13 main:574] : INFO : Epoch 177 | loss: 4.12929e-05 | val_loss: 4.55698e-05 | Time: 3918.82 ms [2020-11-12 02:30:17 main:574] : INFO : Epoch 178 | loss: 4.10069e-05 | val_loss: 4.44465e-05 | Time: 3739.35 ms [2020-11-12 02:30:21 main:574] : INFO : Epoch 179 | loss: 4.10147e-05 | val_loss: 4.52598e-05 | Time: 3994.78 ms [2020-11-12 02:30:25 main:574] : INFO : Epoch 180 | loss: 4.10076e-05 | val_loss: 4.48681e-05 | Time: 3842.49 ms [2020-11-12 02:30:29 main:574] : INFO : Epoch 181 | loss: 4.06741e-05 | val_loss: 4.46091e-05 | Time: 3788.75 ms [2020-11-12 02:30:33 main:574] : INFO : Epoch 182 | loss: 4.08298e-05 | val_loss: 4.4187e-05 | Time: 3939.8 ms [2020-11-12 02:30:36 main:574] : INFO : Epoch 183 | loss: 4.04561e-05 | val_loss: 4.36864e-05 | Time: 3684.7 ms [2020-11-12 02:30:40 main:574] : INFO : Epoch 184 | loss: 4.03957e-05 | val_loss: 4.41194e-05 | Time: 3930.02 ms [2020-11-12 02:30:44 main:574] : INFO : Epoch 185 | loss: 4.07385e-05 | val_loss: 4.30872e-05 | Time: 3948.48 ms [2020-11-12 02:30:48 main:574] : INFO : Epoch 186 | loss: 4.12321e-05 | val_loss: 4.46147e-05 | Time: 3757.27 ms [2020-11-12 02:30:52 main:574] : INFO : Epoch 187 | loss: 3.97307e-05 | val_loss: 4.4342e-05 | Time: 3923.33 ms [2020-11-12 02:30:56 main:574] : INFO : Epoch 188 | loss: 3.9508e-05 | val_loss: 4.47337e-05 | Time: 3710.74 ms [2020-11-12 02:31:00 main:574] : INFO : Epoch 189 | loss: 3.98386e-05 | val_loss: 4.32976e-05 | Time: 3960.49 ms [2020-11-12 02:31:04 main:574] : INFO : Epoch 190 | loss: 3.90349e-05 | val_loss: 4.28276e-05 | Time: 3993.89 ms [2020-11-12 02:31:08 main:574] : INFO : Epoch 191 | loss: 3.93276e-05 | val_loss: 4.23741e-05 | Time: 3747.25 ms [2020-11-12 02:31:12 main:574] : INFO : Epoch 192 | loss: 3.9094e-05 | val_loss: 4.24331e-05 | Time: 3936.22 ms [2020-11-12 02:31:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.24331e-05 [2020-11-12 02:31:12 main:603] : INFO : Saving end state to config to file [2020-11-12 02:31:12 main:608] : INFO : Success, exiting.. 02:31:12 (9748): 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)