Task 2887749
| Name | rand_automata_0062-1604985004-5055-1_2 |
| Workunit | 1288273 |
| 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 56 sec |
| CPU time | 12 min 16 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 02:57:33 main:435] : INFO : Set logging level to 1 [2020-11-12 02:57:33 main:441] : INFO : Running in BOINC Client mode [2020-11-12 02:57:33 main:444] : INFO : Resolving all filenames [2020-11-12 02:57:33 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0062-train-val-dataset.hdf5 (exists = 1) [2020-11-12 02:57:33 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0062-1604985004-5055-1_2_r13844658_1 (exists = 0) [2020-11-12 02:57:33 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0062-1604985004-5055-1_2_r13844658_0 (exists = 0) [2020-11-12 02:57:33 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0062-1604985004-5055-1 (exists = 1) [2020-11-12 02:57:33 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-12 02:57:33 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0062-train-val-dataset.hdf5 [2020-11-12 02:57:33 main:474] : INFO : Configuration: [2020-11-12 02:57:33 main:475] : INFO : Model type: LSTM [2020-11-12 02:57:33 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-12 02:57:33 main:477] : INFO : Max Epochs: 192 [2020-11-12 02:57:33 main:478] : INFO : Batch Size: 32 [2020-11-12 02:57:33 main:479] : INFO : Learning Rate: 0.001 [2020-11-12 02:57:33 main:480] : INFO : Patience: 10 [2020-11-12 02:57:34 main:481] : INFO : Hidden Width: 64 [2020-11-12 02:57:34 main:482] : INFO : # Recurrent Layers: 4 [2020-11-12 02:57:34 main:483] : INFO : # Backend Layers: 2 [2020-11-12 02:57:34 main:484] : INFO : # Threads: 1 [2020-11-12 02:57:34 main:486] : INFO : Preparing Dataset [2020-11-12 02:57:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0062-train-val-dataset.hdf5 into memory [2020-11-12 02:57:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0062-train-val-dataset.hdf5 into memory [2020-11-12 02:57:35 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-12 02:57:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0062-train-val-dataset.hdf5 into memory [2020-11-12 02:57:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0062-train-val-dataset.hdf5 into memory [2020-11-12 02:57:35 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-12 02:57:35 main:494] : INFO : Creating Model [2020-11-12 02:57:36 main:507] : INFO : Preparing config file [2020-11-12 02:57:36 main:519] : INFO : Creating new config file [2020-11-12 02:57:36 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-12 02:57:36 main:559] : INFO : Loading DataLoader into Memory [2020-11-12 02:57:36 main:562] : INFO : Starting Training [2020-11-12 02:57:41 main:574] : INFO : Epoch 1 | loss: 0.000122238 | val_loss: 0.00010938 | Time: 4262.26 ms [2020-11-12 02:57:45 main:574] : INFO : Epoch 2 | loss: 0.000106346 | val_loss: 0.000109393 | Time: 3994.8 ms [2020-11-12 02:57:48 main:574] : INFO : Epoch 3 | loss: 0.000106442 | val_loss: 0.000108383 | Time: 3697.71 ms [2020-11-12 02:57:52 main:574] : INFO : Epoch 4 | loss: 0.000105093 | val_loss: 0.000107582 | Time: 3932.94 ms [2020-11-12 02:57:56 main:574] : INFO : Epoch 5 | loss: 0.000104074 | val_loss: 0.000105202 | Time: 3735.18 ms [2020-11-12 02:58:00 main:574] : INFO : Epoch 6 | loss: 0.00010321 | val_loss: 0.00010512 | Time: 3965.69 ms [2020-11-12 02:58:04 main:574] : INFO : Epoch 7 | loss: 0.000101408 | val_loss: 0.000103494 | Time: 3939.88 ms [2020-11-12 02:58:08 main:574] : INFO : Epoch 8 | loss: 0.000100328 | val_loss: 0.000103762 | Time: 3747.23 ms [2020-11-12 02:58:12 main:574] : INFO : Epoch 9 | loss: 9.93289e-05 | val_loss: 0.000103415 | Time: 3922.65 ms [2020-11-12 02:58:16 main:574] : INFO : Epoch 10 | loss: 9.77946e-05 | val_loss: 9.93204e-05 | Time: 3714.23 ms [2020-11-12 02:58:20 main:574] : INFO : Epoch 11 | loss: 9.61922e-05 | val_loss: 9.9668e-05 | Time: 3954.99 ms [2020-11-12 02:58:24 main:574] : INFO : Epoch 12 | loss: 9.5505e-05 | val_loss: 9.69783e-05 | Time: 4016.9 ms [2020-11-12 02:58:27 main:574] : INFO : Epoch 13 | loss: 9.45958e-05 | val_loss: 9.70607e-05 | Time: 3719.25 ms [2020-11-12 02:58:32 main:574] : INFO : Epoch 14 | loss: 9.27131e-05 | val_loss: 9.44988e-05 | Time: 3932.83 ms [2020-11-12 02:58:35 main:574] : INFO : Epoch 15 | loss: 9.1644e-05 | val_loss: 9.44248e-05 | Time: 3840.85 ms [2020-11-12 02:58:39 main:574] : INFO : Epoch 16 | loss: 9.05724e-05 | val_loss: 9.26213e-05 | Time: 3849.84 ms [2020-11-12 02:58:43 main:574] : INFO : Epoch 17 | loss: 8.95635e-05 | val_loss: 9.18266e-05 | Time: 3981.71 ms [2020-11-12 02:58:47 main:574] : INFO : Epoch 18 | loss: 8.85755e-05 | val_loss: 8.95766e-05 | Time: 3714.45 ms [2020-11-12 02:58:51 main:574] : INFO : Epoch 19 | loss: 8.7659e-05 | val_loss: 9.02624e-05 | Time: 3863.75 ms [2020-11-12 02:58:55 main:574] : INFO : Epoch 20 | loss: 8.63077e-05 | val_loss: 8.7939e-05 | Time: 3950.83 ms [2020-11-12 02:58:59 main:574] : INFO : Epoch 21 | loss: 8.51165e-05 | val_loss: 8.71157e-05 | Time: 3746.97 ms [2020-11-12 02:59:03 main:574] : INFO : Epoch 22 | loss: 8.43125e-05 | val_loss: 8.67413e-05 | Time: 3989.99 ms [2020-11-12 02:59:07 main:574] : INFO : Epoch 23 | loss: 8.36187e-05 | val_loss: 8.38772e-05 | Time: 3680.12 ms [2020-11-12 02:59:11 main:574] : INFO : Epoch 24 | loss: 8.27337e-05 | val_loss: 8.40324e-05 | Time: 3939 ms [2020-11-12 02:59:15 main:574] : INFO : Epoch 25 | loss: 8.16606e-05 | val_loss: 8.34984e-05 | Time: 3944.42 ms [2020-11-12 02:59:18 main:574] : INFO : Epoch 26 | loss: 8.12584e-05 | val_loss: 8.32798e-05 | Time: 3711.39 ms [2020-11-12 02:59:22 main:574] : INFO : Epoch 27 | loss: 7.96171e-05 | val_loss: 8.10063e-05 | Time: 3897.31 ms [2020-11-12 02:59:26 main:574] : INFO : Epoch 28 | loss: 7.93715e-05 | val_loss: 8.10515e-05 | Time: 3739.66 ms [2020-11-12 02:59:30 main:574] : INFO : Epoch 29 | loss: 7.82606e-05 | val_loss: 8.05633e-05 | Time: 3970.47 ms [2020-11-12 02:59:34 main:574] : INFO : Epoch 30 | loss: 7.71048e-05 | val_loss: 7.93665e-05 | Time: 3963.59 ms [2020-11-12 02:59:38 main:574] : INFO : Epoch 31 | loss: 7.68804e-05 | val_loss: 7.87277e-05 | Time: 3730.04 ms [2020-11-12 02:59:42 main:574] : INFO : Epoch 32 | loss: 7.58069e-05 | val_loss: 7.75179e-05 | Time: 3959.26 ms [2020-11-12 02:59:46 main:574] : INFO : Epoch 33 | loss: 7.487e-05 | val_loss: 7.5975e-05 | Time: 3778.83 ms [2020-11-12 02:59:50 main:574] : INFO : Epoch 34 | loss: 7.42231e-05 | val_loss: 7.62611e-05 | Time: 3885.96 ms [2020-11-12 02:59:54 main:574] : INFO : Epoch 35 | loss: 7.41053e-05 | val_loss: 7.43176e-05 | Time: 4053.99 ms [2020-11-12 02:59:58 main:574] : INFO : Epoch 36 | loss: 7.26594e-05 | val_loss: 7.52627e-05 | Time: 3809.53 ms [2020-11-12 03:00:02 main:574] : INFO : Epoch 37 | loss: 7.21042e-05 | val_loss: 7.41611e-05 | Time: 3953.14 ms [2020-11-12 03:00:06 main:574] : INFO : Epoch 38 | loss: 7.14009e-05 | val_loss: 7.28452e-05 | Time: 3834.12 ms [2020-11-12 03:00:09 main:574] : INFO : Epoch 39 | loss: 7.08647e-05 | val_loss: 7.36659e-05 | Time: 3930.93 ms [2020-11-12 03:00:14 main:574] : INFO : Epoch 40 | loss: 7.01326e-05 | val_loss: 7.15973e-05 | Time: 3967.68 ms [2020-11-12 03:00:17 main:574] : INFO : Epoch 41 | loss: 6.9896e-05 | val_loss: 7.12665e-05 | Time: 3741.49 ms [2020-11-12 03:00:21 main:574] : INFO : Epoch 42 | loss: 6.85676e-05 | val_loss: 7.11035e-05 | Time: 3929.32 ms [2020-11-12 03:00:25 main:574] : INFO : Epoch 43 | loss: 6.80706e-05 | val_loss: 7.17404e-05 | Time: 3898.25 ms [2020-11-12 03:00:29 main:574] : INFO : Epoch 44 | loss: 6.78663e-05 | val_loss: 7.06296e-05 | Time: 3794.1 ms [2020-11-12 03:00:33 main:574] : INFO : Epoch 45 | loss: 6.72591e-05 | val_loss: 6.94475e-05 | Time: 3925.2 ms [2020-11-12 03:00:37 main:574] : INFO : Epoch 46 | loss: 6.63237e-05 | val_loss: 6.82337e-05 | Time: 3721.74 ms [2020-11-12 03:00:41 main:574] : INFO : Epoch 47 | loss: 6.58001e-05 | val_loss: 6.79307e-05 | Time: 3888.08 ms [2020-11-12 03:00:45 main:574] : INFO : Epoch 48 | loss: 6.49408e-05 | val_loss: 6.75917e-05 | Time: 3947.22 ms [2020-11-12 03:00:49 main:574] : INFO : Epoch 49 | loss: 6.45663e-05 | val_loss: 6.70993e-05 | Time: 3728.92 ms [2020-11-12 03:00:52 main:574] : INFO : Epoch 50 | loss: 6.4152e-05 | val_loss: 6.58767e-05 | Time: 3908.04 ms [2020-11-12 03:00:56 main:574] : INFO : Epoch 51 | loss: 6.43583e-05 | val_loss: 6.52612e-05 | Time: 3709.62 ms [2020-11-12 03:01:00 main:574] : INFO : Epoch 52 | loss: 6.3077e-05 | val_loss: 6.46019e-05 | Time: 3952.27 ms [2020-11-12 03:01:04 main:574] : INFO : Epoch 53 | loss: 6.26503e-05 | val_loss: 6.46373e-05 | Time: 3961.17 ms [2020-11-12 03:01:08 main:574] : INFO : Epoch 54 | loss: 6.21368e-05 | val_loss: 6.32909e-05 | Time: 3687.99 ms [2020-11-12 03:01:12 main:574] : INFO : Epoch 55 | loss: 6.1115e-05 | val_loss: 6.28317e-05 | Time: 3951.66 ms [2020-11-12 03:01:16 main:574] : INFO : Epoch 56 | loss: 6.10577e-05 | val_loss: 6.21553e-05 | Time: 3741.08 ms [2020-11-12 03:01:20 main:574] : INFO : Epoch 57 | loss: 6.06445e-05 | val_loss: 6.30581e-05 | Time: 3954.79 ms [2020-11-12 03:01:24 main:574] : INFO : Epoch 58 | loss: 5.99119e-05 | val_loss: 6.22972e-05 | Time: 3956.74 ms [2020-11-12 03:01:28 main:574] : INFO : Epoch 59 | loss: 5.95676e-05 | val_loss: 6.09106e-05 | Time: 3729.54 ms [2020-11-12 03:01:32 main:574] : INFO : Epoch 60 | loss: 5.92148e-05 | val_loss: 6.01059e-05 | Time: 3903.62 ms [2020-11-12 03:01:35 main:574] : INFO : Epoch 61 | loss: 5.86744e-05 | val_loss: 6.09845e-05 | Time: 3836.3 ms [2020-11-12 03:01:39 main:574] : INFO : Epoch 62 | loss: 5.81585e-05 | val_loss: 5.92864e-05 | Time: 3892.77 ms [2020-11-12 03:01:43 main:574] : INFO : Epoch 63 | loss: 5.74898e-05 | val_loss: 6.0451e-05 | Time: 3920.65 ms [2020-11-12 03:01:47 main:574] : INFO : Epoch 64 | loss: 5.74527e-05 | val_loss: 5.98632e-05 | Time: 3692.38 ms [2020-11-12 03:01:51 main:574] : INFO : Epoch 65 | loss: 5.68393e-05 | val_loss: 5.88586e-05 | Time: 3936.13 ms [2020-11-12 03:01:55 main:574] : INFO : Epoch 66 | loss: 5.65815e-05 | val_loss: 5.88057e-05 | Time: 3852.1 ms [2020-11-12 03:01:59 main:574] : INFO : Epoch 67 | loss: 5.67867e-05 | val_loss: 5.7427e-05 | Time: 3775.06 ms [2020-11-12 03:02:03 main:574] : INFO : Epoch 68 | loss: 5.59089e-05 | val_loss: 5.93234e-05 | Time: 3990.34 ms [2020-11-12 03:02:07 main:574] : INFO : Epoch 69 | loss: 5.52507e-05 | val_loss: 5.64935e-05 | Time: 3741.81 ms [2020-11-12 03:02:11 main:574] : INFO : Epoch 70 | loss: 5.48093e-05 | val_loss: 5.66263e-05 | Time: 3997.83 ms [2020-11-12 03:02:15 main:574] : INFO : Epoch 71 | loss: 5.40808e-05 | val_loss: 5.57956e-05 | Time: 3911.87 ms [2020-11-12 03:02:19 main:574] : INFO : Epoch 72 | loss: 5.40687e-05 | val_loss: 5.53712e-05 | Time: 3738.85 ms [2020-11-12 03:02:23 main:574] : INFO : Epoch 73 | loss: 5.3819e-05 | val_loss: 5.5596e-05 | Time: 3957.54 ms [2020-11-12 03:02:26 main:574] : INFO : Epoch 74 | loss: 5.29844e-05 | val_loss: 5.38756e-05 | Time: 3758.36 ms [2020-11-12 03:02:30 main:574] : INFO : Epoch 75 | loss: 5.27499e-05 | val_loss: 5.46216e-05 | Time: 3918.86 ms [2020-11-12 03:02:34 main:574] : INFO : Epoch 76 | loss: 5.25696e-05 | val_loss: 5.39279e-05 | Time: 3928.7 ms [2020-11-12 03:02:38 main:574] : INFO : Epoch 77 | loss: 5.21498e-05 | val_loss: 5.39763e-05 | Time: 3721.65 ms [2020-11-12 03:02:42 main:574] : INFO : Epoch 78 | loss: 5.18398e-05 | val_loss: 5.34886e-05 | Time: 3951.87 ms [2020-11-12 03:02:46 main:574] : INFO : Epoch 79 | loss: 5.17166e-05 | val_loss: 5.38174e-05 | Time: 3733.02 ms [2020-11-12 03:02:50 main:574] : INFO : Epoch 80 | loss: 5.12175e-05 | val_loss: 5.35958e-05 | Time: 3926.28 ms [2020-11-12 03:02:54 main:574] : INFO : Epoch 81 | loss: 5.09565e-05 | val_loss: 5.24343e-05 | Time: 3920.91 ms [2020-11-12 03:02:58 main:574] : INFO : Epoch 82 | loss: 5.05406e-05 | val_loss: 5.16995e-05 | Time: 3748.57 ms [2020-11-12 03:03:02 main:574] : INFO : Epoch 83 | loss: 5.01992e-05 | val_loss: 5.16694e-05 | Time: 4003.44 ms [2020-11-12 03:03:06 main:574] : INFO : Epoch 84 | loss: 4.98482e-05 | val_loss: 5.1112e-05 | Time: 3795.33 ms [2020-11-12 03:03:09 main:574] : INFO : Epoch 85 | loss: 4.94857e-05 | val_loss: 5.08117e-05 | Time: 3846.48 ms [2020-11-12 03:03:13 main:574] : INFO : Epoch 86 | loss: 4.89426e-05 | val_loss: 5.07969e-05 | Time: 3913.49 ms [2020-11-12 03:03:17 main:574] : INFO : Epoch 87 | loss: 4.94806e-05 | val_loss: 5.02767e-05 | Time: 3724.94 ms [2020-11-12 03:03:21 main:574] : INFO : Epoch 88 | loss: 4.88738e-05 | val_loss: 4.97965e-05 | Time: 3970.58 ms [2020-11-12 03:03:25 main:574] : INFO : Epoch 89 | loss: 4.81348e-05 | val_loss: 5.06642e-05 | Time: 3879.44 ms [2020-11-12 03:03:29 main:574] : INFO : Epoch 90 | loss: 4.8402e-05 | val_loss: 4.88475e-05 | Time: 3747.17 ms [2020-11-12 03:03:33 main:574] : INFO : Epoch 91 | loss: 4.75288e-05 | val_loss: 4.89203e-05 | Time: 3930.33 ms [2020-11-12 03:03:37 main:574] : INFO : Epoch 92 | loss: 4.73587e-05 | val_loss: 4.92527e-05 | Time: 3758.21 ms [2020-11-12 03:03:41 main:574] : INFO : Epoch 93 | loss: 4.72938e-05 | val_loss: 4.91115e-05 | Time: 3913.9 ms [2020-11-12 03:03:45 main:574] : INFO : Epoch 94 | loss: 4.67408e-05 | val_loss: 4.87604e-05 | Time: 3958.9 ms [2020-11-12 03:03:48 main:574] : INFO : Epoch 95 | loss: 4.66321e-05 | val_loss: 4.7874e-05 | Time: 3739.05 ms [2020-11-12 03:03:52 main:574] : INFO : Epoch 96 | loss: 4.63349e-05 | val_loss: 4.86129e-05 | Time: 3955.2 ms [2020-11-12 03:03:56 main:574] : INFO : Epoch 97 | loss: 4.63479e-05 | val_loss: 4.80104e-05 | Time: 3759.17 ms [2020-11-12 03:04:00 main:574] : INFO : Epoch 98 | loss: 4.55317e-05 | val_loss: 4.79005e-05 | Time: 3956.79 ms [2020-11-12 03:04:04 main:574] : INFO : Epoch 99 | loss: 4.55423e-05 | val_loss: 4.65656e-05 | Time: 3944.68 ms [2020-11-12 03:04:08 main:574] : INFO : Epoch 100 | loss: 4.51756e-05 | val_loss: 4.70894e-05 | Time: 3741.69 ms [2020-11-12 03:04:12 main:574] : INFO : Epoch 101 | loss: 4.5033e-05 | val_loss: 4.63722e-05 | Time: 3912.04 ms [2020-11-12 03:04:16 main:574] : INFO : Epoch 102 | loss: 4.46304e-05 | val_loss: 4.60081e-05 | Time: 3762.41 ms [2020-11-12 03:04:20 main:574] : INFO : Epoch 103 | loss: 4.4469e-05 | val_loss: 4.61743e-05 | Time: 3922.84 ms [2020-11-12 03:04:24 main:574] : INFO : Epoch 104 | loss: 4.46384e-05 | val_loss: 4.59345e-05 | Time: 3947.2 ms [2020-11-12 03:04:28 main:574] : INFO : Epoch 105 | loss: 4.38641e-05 | val_loss: 4.55998e-05 | Time: 3717.3 ms [2020-11-12 03:04:32 main:574] : INFO : Epoch 106 | loss: 4.39767e-05 | val_loss: 4.54988e-05 | Time: 3961.08 ms [2020-11-12 03:04:35 main:574] : INFO : Epoch 107 | loss: 4.35247e-05 | val_loss: 4.4396e-05 | Time: 3781.29 ms [2020-11-12 03:04:39 main:574] : INFO : Epoch 108 | loss: 4.31671e-05 | val_loss: 4.42939e-05 | Time: 3865.78 ms [2020-11-12 03:04:43 main:574] : INFO : Epoch 109 | loss: 4.32051e-05 | val_loss: 4.41493e-05 | Time: 3967.76 ms [2020-11-12 03:04:47 main:574] : INFO : Epoch 110 | loss: 4.30921e-05 | val_loss: 4.39573e-05 | Time: 3737.36 ms [2020-11-12 03:04:51 main:574] : INFO : Epoch 111 | loss: 4.25858e-05 | val_loss: 4.41864e-05 | Time: 3989.33 ms [2020-11-12 03:04:55 main:574] : INFO : Epoch 112 | loss: 4.27044e-05 | val_loss: 4.36252e-05 | Time: 3886.27 ms [2020-11-12 03:04:59 main:574] : INFO : Epoch 113 | loss: 4.20049e-05 | val_loss: 4.4168e-05 | Time: 3821.63 ms [2020-11-12 03:05:03 main:574] : INFO : Epoch 114 | loss: 4.19029e-05 | val_loss: 4.31242e-05 | Time: 4147.6 ms [2020-11-12 03:05:07 main:574] : INFO : Epoch 115 | loss: 4.16765e-05 | val_loss: 4.32277e-05 | Time: 3771.35 ms [2020-11-12 03:05:11 main:574] : INFO : Epoch 116 | loss: 4.16164e-05 | val_loss: 4.31007e-05 | Time: 3881.21 ms [2020-11-12 03:05:15 main:574] : INFO : Epoch 117 | loss: 4.14044e-05 | val_loss: 4.27129e-05 | Time: 3920.32 ms [2020-11-12 03:05:19 main:574] : INFO : Epoch 118 | loss: 4.09287e-05 | val_loss: 4.17895e-05 | Time: 3780.51 ms [2020-11-12 03:05:23 main:574] : INFO : Epoch 119 | loss: 4.11672e-05 | val_loss: 4.22884e-05 | Time: 3912.9 ms [2020-11-12 03:05:27 main:574] : INFO : Epoch 120 | loss: 4.06503e-05 | val_loss: 4.25754e-05 | Time: 3736.34 ms [2020-11-12 03:05:31 main:574] : INFO : Epoch 121 | loss: 4.0659e-05 | val_loss: 4.17812e-05 | Time: 3958.18 ms [2020-11-12 03:05:35 main:574] : INFO : Epoch 122 | loss: 4.01889e-05 | val_loss: 4.15283e-05 | Time: 3983.26 ms [2020-11-12 03:05:38 main:574] : INFO : Epoch 123 | loss: 4.013e-05 | val_loss: 4.09288e-05 | Time: 3767.6 ms [2020-11-12 03:05:42 main:574] : INFO : Epoch 124 | loss: 3.99363e-05 | val_loss: 4.13314e-05 | Time: 3974.87 ms [2020-11-12 03:05:46 main:574] : INFO : Epoch 125 | loss: 3.97901e-05 | val_loss: 4.02459e-05 | Time: 3755.3 ms [2020-11-12 03:05:50 main:574] : INFO : Epoch 126 | loss: 3.95215e-05 | val_loss: 4.09899e-05 | Time: 3931.81 ms [2020-11-12 03:05:54 main:574] : INFO : Epoch 127 | loss: 3.92428e-05 | val_loss: 4.09122e-05 | Time: 3968.81 ms [2020-11-12 03:05:58 main:574] : INFO : Epoch 128 | loss: 3.91613e-05 | val_loss: 4.10568e-05 | Time: 3739.6 ms [2020-11-12 03:06:02 main:574] : INFO : Epoch 129 | loss: 3.89608e-05 | val_loss: 3.95865e-05 | Time: 3923.48 ms [2020-11-12 03:06:06 main:574] : INFO : Epoch 130 | loss: 3.84788e-05 | val_loss: 4.03295e-05 | Time: 3784.01 ms [2020-11-12 03:06:10 main:574] : INFO : Epoch 131 | loss: 3.85731e-05 | val_loss: 4.02125e-05 | Time: 3951.85 ms [2020-11-12 03:06:14 main:574] : INFO : Epoch 132 | loss: 3.83679e-05 | val_loss: 4.00595e-05 | Time: 3931.2 ms [2020-11-12 03:06:18 main:574] : INFO : Epoch 133 | loss: 3.82244e-05 | val_loss: 3.99365e-05 | Time: 3739.92 ms [2020-11-12 03:06:22 main:574] : INFO : Epoch 134 | loss: 3.81076e-05 | val_loss: 3.93547e-05 | Time: 3956.38 ms [2020-11-12 03:06:26 main:574] : INFO : Epoch 135 | loss: 3.76443e-05 | val_loss: 3.9459e-05 | Time: 3809.05 ms [2020-11-12 03:06:30 main:574] : INFO : Epoch 136 | loss: 3.75924e-05 | val_loss: 3.90312e-05 | Time: 3905.59 ms [2020-11-12 03:06:34 main:574] : INFO : Epoch 137 | loss: 3.78943e-05 | val_loss: 3.89944e-05 | Time: 3963.32 ms [2020-11-12 03:06:37 main:574] : INFO : Epoch 138 | loss: 3.71048e-05 | val_loss: 3.86506e-05 | Time: 3738.52 ms [2020-11-12 03:06:41 main:574] : INFO : Epoch 139 | loss: 3.71431e-05 | val_loss: 3.8346e-05 | Time: 4009.09 ms [2020-11-12 03:06:45 main:574] : INFO : Epoch 140 | loss: 3.69296e-05 | val_loss: 3.94745e-05 | Time: 3876.24 ms [2020-11-12 03:06:49 main:574] : INFO : Epoch 141 | loss: 3.69899e-05 | val_loss: 3.86559e-05 | Time: 3851.48 ms [2020-11-12 03:06:53 main:574] : INFO : Epoch 142 | loss: 3.63523e-05 | val_loss: 3.78841e-05 | Time: 3957.49 ms [2020-11-12 03:06:57 main:574] : INFO : Epoch 143 | loss: 3.63104e-05 | val_loss: 3.75966e-05 | Time: 3709.59 ms [2020-11-12 03:07:01 main:574] : INFO : Epoch 144 | loss: 3.63837e-05 | val_loss: 3.74022e-05 | Time: 3987.2 ms [2020-11-12 03:07:05 main:574] : INFO : Epoch 145 | loss: 3.6134e-05 | val_loss: 3.74196e-05 | Time: 3944.15 ms [2020-11-12 03:07:09 main:574] : INFO : Epoch 146 | loss: 3.6074e-05 | val_loss: 3.85996e-05 | Time: 3776.4 ms [2020-11-12 03:07:13 main:574] : INFO : Epoch 147 | loss: 3.60075e-05 | val_loss: 3.68669e-05 | Time: 3929.31 ms [2020-11-12 03:07:17 main:574] : INFO : Epoch 148 | loss: 3.54371e-05 | val_loss: 3.70907e-05 | Time: 3704.55 ms [2020-11-12 03:07:21 main:574] : INFO : Epoch 149 | loss: 3.52735e-05 | val_loss: 3.70175e-05 | Time: 3920.75 ms [2020-11-12 03:07:25 main:574] : INFO : Epoch 150 | loss: 3.51762e-05 | val_loss: 3.64195e-05 | Time: 3940.05 ms [2020-11-12 03:07:28 main:574] : INFO : Epoch 151 | loss: 3.54003e-05 | val_loss: 3.72416e-05 | Time: 3721.56 ms [2020-11-12 03:07:32 main:574] : INFO : Epoch 152 | loss: 3.51948e-05 | val_loss: 3.65864e-05 | Time: 3911.77 ms [2020-11-12 03:07:36 main:574] : INFO : Epoch 153 | loss: 3.49303e-05 | val_loss: 3.77518e-05 | Time: 3708.38 ms [2020-11-12 03:07:40 main:574] : INFO : Epoch 154 | loss: 3.47313e-05 | val_loss: 3.57378e-05 | Time: 3963.84 ms [2020-11-12 03:07:44 main:574] : INFO : Epoch 155 | loss: 3.46289e-05 | val_loss: 3.58806e-05 | Time: 3976.62 ms [2020-11-12 03:07:48 main:574] : INFO : Epoch 156 | loss: 3.44192e-05 | val_loss: 3.55324e-05 | Time: 3678.71 ms [2020-11-12 03:07:52 main:574] : INFO : Epoch 157 | loss: 3.43412e-05 | val_loss: 3.51465e-05 | Time: 3926.88 ms [2020-11-12 03:07:56 main:574] : INFO : Epoch 158 | loss: 3.41287e-05 | val_loss: 3.56676e-05 | Time: 3754.16 ms [2020-11-12 03:08:00 main:574] : INFO : Epoch 159 | loss: 3.39572e-05 | val_loss: 3.49714e-05 | Time: 3847.05 ms [2020-11-12 03:08:04 main:574] : INFO : Epoch 160 | loss: 3.3665e-05 | val_loss: 3.46986e-05 | Time: 3963.02 ms [2020-11-12 03:08:07 main:574] : INFO : Epoch 161 | loss: 3.37368e-05 | val_loss: 3.55957e-05 | Time: 3707.67 ms [2020-11-12 03:08:11 main:574] : INFO : Epoch 162 | loss: 3.34828e-05 | val_loss: 3.45965e-05 | Time: 3962.17 ms [2020-11-12 03:08:15 main:574] : INFO : Epoch 163 | loss: 3.32712e-05 | val_loss: 3.50391e-05 | Time: 3860.99 ms [2020-11-12 03:08:19 main:574] : INFO : Epoch 164 | loss: 3.32826e-05 | val_loss: 3.5678e-05 | Time: 3826.54 ms [2020-11-12 03:08:23 main:574] : INFO : Epoch 165 | loss: 3.34605e-05 | val_loss: 3.45439e-05 | Time: 3976.42 ms [2020-11-12 03:08:27 main:574] : INFO : Epoch 166 | loss: 3.29829e-05 | val_loss: 3.43897e-05 | Time: 3692.22 ms [2020-11-12 03:08:31 main:574] : INFO : Epoch 167 | loss: 3.28894e-05 | val_loss: 3.4019e-05 | Time: 3971.88 ms [2020-11-12 03:08:35 main:574] : INFO : Epoch 168 | loss: 3.29141e-05 | val_loss: 3.58497e-05 | Time: 3917.17 ms [2020-11-12 03:08:39 main:574] : INFO : Epoch 169 | loss: 3.26146e-05 | val_loss: 3.36862e-05 | Time: 3713.87 ms [2020-11-12 03:08:43 main:574] : INFO : Epoch 170 | loss: 3.25124e-05 | val_loss: 3.29062e-05 | Time: 3936.97 ms [2020-11-12 03:08:46 main:574] : INFO : Epoch 171 | loss: 3.22255e-05 | val_loss: 3.32188e-05 | Time: 3724.45 ms [2020-11-12 03:08:50 main:574] : INFO : Epoch 172 | loss: 3.21871e-05 | val_loss: 3.31181e-05 | Time: 3991.25 ms [2020-11-12 03:08:54 main:574] : INFO : Epoch 173 | loss: 3.22165e-05 | val_loss: 3.33294e-05 | Time: 3915.08 ms [2020-11-12 03:08:58 main:574] : INFO : Epoch 174 | loss: 3.21629e-05 | val_loss: 3.31142e-05 | Time: 3718.5 ms [2020-11-12 03:09:02 main:574] : INFO : Epoch 175 | loss: 3.19836e-05 | val_loss: 3.31001e-05 | Time: 3945.04 ms [2020-11-12 03:09:06 main:574] : INFO : Epoch 176 | loss: 3.15902e-05 | val_loss: 3.24756e-05 | Time: 3710.04 ms [2020-11-12 03:09:10 main:574] : INFO : Epoch 177 | loss: 3.14555e-05 | val_loss: 3.30688e-05 | Time: 3969.49 ms [2020-11-12 03:09:14 main:574] : INFO : Epoch 178 | loss: 3.14481e-05 | val_loss: 3.29894e-05 | Time: 3926.61 ms [2020-11-12 03:09:18 main:574] : INFO : Epoch 179 | loss: 3.11067e-05 | val_loss: 3.23876e-05 | Time: 3697.27 ms [2020-11-12 03:09:22 main:574] : INFO : Epoch 180 | loss: 3.10713e-05 | val_loss: 3.2488e-05 | Time: 3933.2 ms [2020-11-12 03:09:26 main:574] : INFO : Epoch 181 | loss: 3.11893e-05 | val_loss: 3.21245e-05 | Time: 3774.76 ms [2020-11-12 03:09:29 main:574] : INFO : Epoch 182 | loss: 3.09411e-05 | val_loss: 3.13584e-05 | Time: 3884.6 ms [2020-11-12 03:09:33 main:574] : INFO : Epoch 183 | loss: 3.05628e-05 | val_loss: 3.25114e-05 | Time: 3956.16 ms [2020-11-12 03:09:37 main:574] : INFO : Epoch 184 | loss: 3.08047e-05 | val_loss: 3.36971e-05 | Time: 3745.9 ms [2020-11-12 03:09:41 main:574] : INFO : Epoch 185 | loss: 3.06303e-05 | val_loss: 3.20404e-05 | Time: 3978.02 ms [2020-11-12 03:09:45 main:574] : INFO : Epoch 186 | loss: 3.04815e-05 | val_loss: 3.19381e-05 | Time: 3841.43 ms [2020-11-12 03:09:49 main:574] : INFO : Epoch 187 | loss: 3.03493e-05 | val_loss: 3.14348e-05 | Time: 3825.6 ms [2020-11-12 03:09:53 main:574] : INFO : Epoch 188 | loss: 3.04021e-05 | val_loss: 3.1397e-05 | Time: 3886.14 ms [2020-11-12 03:09:57 main:574] : INFO : Epoch 189 | loss: 3.00961e-05 | val_loss: 3.10516e-05 | Time: 3730.97 ms [2020-11-12 03:10:01 main:574] : INFO : Epoch 190 | loss: 2.96827e-05 | val_loss: 3.08233e-05 | Time: 3994.66 ms [2020-11-12 03:10:05 main:574] : INFO : Epoch 191 | loss: 3.01161e-05 | val_loss: 3.13717e-05 | Time: 3944.13 ms [2020-11-12 03:10:09 main:574] : INFO : Epoch 192 | loss: 2.97161e-05 | val_loss: 3.17751e-05 | Time: 3835.39 ms [2020-11-12 03:10:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.17751e-05 [2020-11-12 03:10:09 main:603] : INFO : Saving end state to config to file [2020-11-12 03:10:09 main:608] : INFO : Success, exiting.. 03:10:09 (15108): 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)