Task 2887752
| Name | rand_automata_0063-1604983225-29640-1_3 |
| Workunit | 1290867 |
| 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 55 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 02:31:34 main:435] : INFO : Set logging level to 1 [2020-11-12 02:31:34 main:441] : INFO : Running in BOINC Client mode [2020-11-12 02:31:34 main:444] : INFO : Resolving all filenames [2020-11-12 02:31:35 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 (exists = 1) [2020-11-12 02:31:35 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1604983225-29640-1_3_r1132765630_1 (exists = 0) [2020-11-12 02:31:35 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1604983225-29640-1_3_r1132765630_0 (exists = 0) [2020-11-12 02:31:35 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1604983225-29640-1 (exists = 1) [2020-11-12 02:31:35 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-12 02:31:35 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 [2020-11-12 02:31:35 main:474] : INFO : Configuration: [2020-11-12 02:31:35 main:475] : INFO : Model type: LSTM [2020-11-12 02:31:35 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-12 02:31:35 main:477] : INFO : Max Epochs: 192 [2020-11-12 02:31:35 main:478] : INFO : Batch Size: 32 [2020-11-12 02:31:35 main:479] : INFO : Learning Rate: 0.001 [2020-11-12 02:31:35 main:480] : INFO : Patience: 10 [2020-11-12 02:31:35 main:481] : INFO : Hidden Width: 64 [2020-11-12 02:31:35 main:482] : INFO : # Recurrent Layers: 4 [2020-11-12 02:31:35 main:483] : INFO : # Backend Layers: 2 [2020-11-12 02:31:35 main:484] : INFO : # Threads: 1 [2020-11-12 02:31:35 main:486] : INFO : Preparing Dataset [2020-11-12 02:31:35 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 02:31:35 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 02:31:37 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-12 02:31:37 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 02:31:37 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 02:31:37 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-12 02:31:37 main:494] : INFO : Creating Model [2020-11-12 02:31:37 main:507] : INFO : Preparing config file [2020-11-12 02:31:37 main:519] : INFO : Creating new config file [2020-11-12 02:31:37 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-12 02:31:38 main:559] : INFO : Loading DataLoader into Memory [2020-11-12 02:31:38 main:562] : INFO : Starting Training [2020-11-12 02:31:42 main:574] : INFO : Epoch 1 | loss: 0.000121787 | val_loss: 0.000102873 | Time: 4260.03 ms [2020-11-12 02:31:46 main:574] : INFO : Epoch 2 | loss: 9.8375e-05 | val_loss: 0.000103072 | Time: 3693.21 ms [2020-11-12 02:31:50 main:574] : INFO : Epoch 3 | loss: 9.84644e-05 | val_loss: 0.000102727 | Time: 4001.9 ms [2020-11-12 02:31:54 main:574] : INFO : Epoch 4 | loss: 9.80277e-05 | val_loss: 0.000101932 | Time: 3937.02 ms [2020-11-12 02:31:58 main:574] : INFO : Epoch 5 | loss: 9.72299e-05 | val_loss: 0.000100817 | Time: 3723.79 ms [2020-11-12 02:32:02 main:574] : INFO : Epoch 6 | loss: 9.64428e-05 | val_loss: 0.000100933 | Time: 3946.31 ms [2020-11-12 02:32:05 main:574] : INFO : Epoch 7 | loss: 9.57915e-05 | val_loss: 9.99351e-05 | Time: 3824.69 ms [2020-11-12 02:32:09 main:574] : INFO : Epoch 8 | loss: 9.48081e-05 | val_loss: 9.81125e-05 | Time: 3849.04 ms [2020-11-12 02:32:13 main:574] : INFO : Epoch 9 | loss: 9.34601e-05 | val_loss: 9.90647e-05 | Time: 3951.11 ms [2020-11-12 02:32:17 main:574] : INFO : Epoch 10 | loss: 9.29273e-05 | val_loss: 9.61421e-05 | Time: 3753.43 ms [2020-11-12 02:32:21 main:574] : INFO : Epoch 11 | loss: 9.15791e-05 | val_loss: 9.58919e-05 | Time: 4017.5 ms [2020-11-12 02:32:25 main:574] : INFO : Epoch 12 | loss: 9.08556e-05 | val_loss: 9.85647e-05 | Time: 3890.78 ms [2020-11-12 02:32:29 main:574] : INFO : Epoch 13 | loss: 8.9755e-05 | val_loss: 9.27433e-05 | Time: 3774.68 ms [2020-11-12 02:32:33 main:574] : INFO : Epoch 14 | loss: 8.85353e-05 | val_loss: 9.31085e-05 | Time: 3973.13 ms [2020-11-12 02:32:37 main:574] : INFO : Epoch 15 | loss: 8.77114e-05 | val_loss: 9.19713e-05 | Time: 3700.56 ms [2020-11-12 02:32:41 main:574] : INFO : Epoch 16 | loss: 8.66827e-05 | val_loss: 9.11676e-05 | Time: 3980.52 ms [2020-11-12 02:32:45 main:574] : INFO : Epoch 17 | loss: 8.58461e-05 | val_loss: 8.88624e-05 | Time: 4023.46 ms [2020-11-12 02:32:48 main:574] : INFO : Epoch 18 | loss: 8.52133e-05 | val_loss: 8.81025e-05 | Time: 3731.72 ms [2020-11-12 02:32:52 main:574] : INFO : Epoch 19 | loss: 8.43177e-05 | val_loss: 8.76779e-05 | Time: 3946.83 ms [2020-11-12 02:32:56 main:574] : INFO : Epoch 20 | loss: 8.34979e-05 | val_loss: 8.63644e-05 | Time: 3717.2 ms [2020-11-12 02:33:00 main:574] : INFO : Epoch 21 | loss: 8.24198e-05 | val_loss: 8.48547e-05 | Time: 3977.84 ms [2020-11-12 02:33:04 main:574] : INFO : Epoch 22 | loss: 8.13425e-05 | val_loss: 8.58916e-05 | Time: 3898.01 ms [2020-11-12 02:33:08 main:574] : INFO : Epoch 23 | loss: 8.06046e-05 | val_loss: 8.42268e-05 | Time: 3706.72 ms [2020-11-12 02:33:12 main:574] : INFO : Epoch 24 | loss: 7.98941e-05 | val_loss: 8.33825e-05 | Time: 3931.73 ms [2020-11-12 02:33:16 main:574] : INFO : Epoch 25 | loss: 7.93232e-05 | val_loss: 8.24282e-05 | Time: 3862.85 ms [2020-11-12 02:33:20 main:574] : INFO : Epoch 26 | loss: 7.8109e-05 | val_loss: 8.24883e-05 | Time: 3945.23 ms [2020-11-12 02:33:24 main:574] : INFO : Epoch 27 | loss: 7.76319e-05 | val_loss: 8.12436e-05 | Time: 3978.08 ms [2020-11-12 02:33:27 main:574] : INFO : Epoch 28 | loss: 7.67897e-05 | val_loss: 8.07444e-05 | Time: 3729.49 ms [2020-11-12 02:33:31 main:574] : INFO : Epoch 29 | loss: 7.59571e-05 | val_loss: 8.13605e-05 | Time: 3949.13 ms [2020-11-12 02:33:35 main:574] : INFO : Epoch 30 | loss: 7.56723e-05 | val_loss: 7.87871e-05 | Time: 3847.63 ms [2020-11-12 02:33:39 main:574] : INFO : Epoch 31 | loss: 7.48549e-05 | val_loss: 7.85722e-05 | Time: 3860.09 ms [2020-11-12 02:33:43 main:574] : INFO : Epoch 32 | loss: 7.39147e-05 | val_loss: 7.71117e-05 | Time: 3985.49 ms [2020-11-12 02:33:47 main:574] : INFO : Epoch 33 | loss: 7.29958e-05 | val_loss: 7.71726e-05 | Time: 3687.52 ms [2020-11-12 02:33:51 main:574] : INFO : Epoch 34 | loss: 7.25386e-05 | val_loss: 7.67068e-05 | Time: 3991.06 ms [2020-11-12 02:33:55 main:574] : INFO : Epoch 35 | loss: 7.20685e-05 | val_loss: 7.55455e-05 | Time: 3885.33 ms [2020-11-12 02:33:59 main:574] : INFO : Epoch 36 | loss: 7.12201e-05 | val_loss: 7.47048e-05 | Time: 3708.42 ms [2020-11-12 02:34:03 main:574] : INFO : Epoch 37 | loss: 7.07033e-05 | val_loss: 7.37523e-05 | Time: 3979.84 ms [2020-11-12 02:34:06 main:574] : INFO : Epoch 38 | loss: 7.00141e-05 | val_loss: 7.36882e-05 | Time: 3741.8 ms [2020-11-12 02:34:10 main:574] : INFO : Epoch 39 | loss: 6.92288e-05 | val_loss: 7.26458e-05 | Time: 3934.64 ms [2020-11-12 02:34:14 main:574] : INFO : Epoch 40 | loss: 6.87175e-05 | val_loss: 7.25051e-05 | Time: 3968.52 ms [2020-11-12 02:34:18 main:574] : INFO : Epoch 41 | loss: 6.81084e-05 | val_loss: 7.10362e-05 | Time: 3921.23 ms [2020-11-12 02:34:23 main:574] : INFO : Epoch 42 | loss: 6.76375e-05 | val_loss: 7.05431e-05 | Time: 4142.77 ms [2020-11-12 02:34:26 main:574] : INFO : Epoch 43 | loss: 6.70995e-05 | val_loss: 6.98169e-05 | Time: 3772.12 ms [2020-11-12 02:34:30 main:574] : INFO : Epoch 44 | loss: 6.64008e-05 | val_loss: 7.01953e-05 | Time: 3928.5 ms [2020-11-12 02:34:34 main:574] : INFO : Epoch 45 | loss: 6.6176e-05 | val_loss: 6.89309e-05 | Time: 3848.03 ms [2020-11-12 02:34:38 main:574] : INFO : Epoch 46 | loss: 6.52148e-05 | val_loss: 6.97008e-05 | Time: 3714.7 ms [2020-11-12 02:34:42 main:574] : INFO : Epoch 47 | loss: 6.50173e-05 | val_loss: 6.77592e-05 | Time: 3972.29 ms [2020-11-12 02:34:46 main:574] : INFO : Epoch 48 | loss: 6.43419e-05 | val_loss: 6.88591e-05 | Time: 3701.78 ms [2020-11-12 02:34:50 main:574] : INFO : Epoch 49 | loss: 6.3767e-05 | val_loss: 6.61427e-05 | Time: 3972.61 ms [2020-11-12 02:34:54 main:574] : INFO : Epoch 50 | loss: 6.34104e-05 | val_loss: 6.6424e-05 | Time: 4011.23 ms [2020-11-12 02:34:58 main:574] : INFO : Epoch 51 | loss: 6.25103e-05 | val_loss: 6.69462e-05 | Time: 3717.8 ms [2020-11-12 02:35:02 main:574] : INFO : Epoch 52 | loss: 6.21386e-05 | val_loss: 6.47083e-05 | Time: 3946.74 ms [2020-11-12 02:35:06 main:574] : INFO : Epoch 53 | loss: 6.15117e-05 | val_loss: 6.61676e-05 | Time: 3762.9 ms [2020-11-12 02:35:10 main:574] : INFO : Epoch 54 | loss: 6.12462e-05 | val_loss: 6.52362e-05 | Time: 3880.33 ms [2020-11-12 02:35:14 main:574] : INFO : Epoch 55 | loss: 6.06154e-05 | val_loss: 6.28694e-05 | Time: 3965.86 ms [2020-11-12 02:35:17 main:574] : INFO : Epoch 56 | loss: 6.04736e-05 | val_loss: 6.36451e-05 | Time: 3745.67 ms [2020-11-12 02:35:21 main:574] : INFO : Epoch 57 | loss: 5.96088e-05 | val_loss: 6.35738e-05 | Time: 3963.05 ms [2020-11-12 02:35:25 main:574] : INFO : Epoch 58 | loss: 5.93459e-05 | val_loss: 6.2525e-05 | Time: 3857.45 ms [2020-11-12 02:35:29 main:574] : INFO : Epoch 59 | loss: 5.90543e-05 | val_loss: 6.29179e-05 | Time: 3815.88 ms [2020-11-12 02:35:33 main:574] : INFO : Epoch 60 | loss: 5.80917e-05 | val_loss: 6.08663e-05 | Time: 3944.95 ms [2020-11-12 02:35:37 main:574] : INFO : Epoch 61 | loss: 5.76687e-05 | val_loss: 6.11248e-05 | Time: 3692.7 ms [2020-11-12 02:35:41 main:574] : INFO : Epoch 62 | loss: 5.73675e-05 | val_loss: 5.97726e-05 | Time: 3942.45 ms [2020-11-12 02:35:45 main:574] : INFO : Epoch 63 | loss: 5.70937e-05 | val_loss: 5.971e-05 | Time: 3960.71 ms [2020-11-12 02:35:49 main:574] : INFO : Epoch 64 | loss: 5.64685e-05 | val_loss: 5.93171e-05 | Time: 3773.45 ms [2020-11-12 02:35:53 main:574] : INFO : Epoch 65 | loss: 5.65676e-05 | val_loss: 5.91879e-05 | Time: 3998.1 ms [2020-11-12 02:35:57 main:574] : INFO : Epoch 66 | loss: 5.58616e-05 | val_loss: 5.98667e-05 | Time: 3728.4 ms [2020-11-12 02:36:01 main:574] : INFO : Epoch 67 | loss: 5.52943e-05 | val_loss: 5.87932e-05 | Time: 3987.09 ms [2020-11-12 02:36:05 main:574] : INFO : Epoch 68 | loss: 5.51421e-05 | val_loss: 5.79024e-05 | Time: 3947.91 ms [2020-11-12 02:36:08 main:574] : INFO : Epoch 69 | loss: 5.43964e-05 | val_loss: 5.78079e-05 | Time: 3750.05 ms [2020-11-12 02:36:12 main:574] : INFO : Epoch 70 | loss: 5.44378e-05 | val_loss: 5.76128e-05 | Time: 3947.61 ms [2020-11-12 02:36:16 main:574] : INFO : Epoch 71 | loss: 5.37955e-05 | val_loss: 5.71723e-05 | Time: 3711.84 ms [2020-11-12 02:36:20 main:574] : INFO : Epoch 72 | loss: 5.36334e-05 | val_loss: 5.69645e-05 | Time: 3981.96 ms [2020-11-12 02:36:24 main:574] : INFO : Epoch 73 | loss: 5.32909e-05 | val_loss: 5.54613e-05 | Time: 3981.89 ms [2020-11-12 02:36:28 main:574] : INFO : Epoch 74 | loss: 5.24544e-05 | val_loss: 5.60279e-05 | Time: 3717.6 ms [2020-11-12 02:36:32 main:574] : INFO : Epoch 75 | loss: 5.23316e-05 | val_loss: 5.46614e-05 | Time: 3931.58 ms [2020-11-12 02:36:36 main:574] : INFO : Epoch 76 | loss: 5.20328e-05 | val_loss: 5.4518e-05 | Time: 3710.36 ms [2020-11-12 02:36:40 main:574] : INFO : Epoch 77 | loss: 5.13546e-05 | val_loss: 5.41241e-05 | Time: 3925.02 ms [2020-11-12 02:36:44 main:574] : INFO : Epoch 78 | loss: 5.11694e-05 | val_loss: 5.38484e-05 | Time: 3957.82 ms [2020-11-12 02:36:47 main:574] : INFO : Epoch 79 | loss: 5.10022e-05 | val_loss: 5.38407e-05 | Time: 3707.87 ms [2020-11-12 02:36:52 main:574] : INFO : Epoch 80 | loss: 5.06974e-05 | val_loss: 5.32525e-05 | Time: 4004.41 ms [2020-11-12 02:36:55 main:574] : INFO : Epoch 81 | loss: 5.01525e-05 | val_loss: 5.36485e-05 | Time: 3809.65 ms [2020-11-12 02:36:59 main:574] : INFO : Epoch 82 | loss: 4.98495e-05 | val_loss: 5.38625e-05 | Time: 3885.88 ms [2020-11-12 02:37:03 main:574] : INFO : Epoch 83 | loss: 4.98032e-05 | val_loss: 5.22591e-05 | Time: 3972.74 ms [2020-11-12 02:37:07 main:574] : INFO : Epoch 84 | loss: 4.9449e-05 | val_loss: 5.25957e-05 | Time: 3709.11 ms [2020-11-12 02:37:11 main:574] : INFO : Epoch 85 | loss: 4.88064e-05 | val_loss: 5.12676e-05 | Time: 3977.68 ms [2020-11-12 02:37:15 main:574] : INFO : Epoch 86 | loss: 4.85408e-05 | val_loss: 5.15743e-05 | Time: 3866.17 ms [2020-11-12 02:37:19 main:574] : INFO : Epoch 87 | loss: 4.84711e-05 | val_loss: 5.01172e-05 | Time: 3786.77 ms [2020-11-12 02:37:23 main:574] : INFO : Epoch 88 | loss: 4.78764e-05 | val_loss: 5.11582e-05 | Time: 3904.52 ms [2020-11-12 02:37:27 main:574] : INFO : Epoch 89 | loss: 4.76586e-05 | val_loss: 5.08049e-05 | Time: 3692.5 ms [2020-11-12 02:37:31 main:574] : INFO : Epoch 90 | loss: 4.75322e-05 | val_loss: 5.04913e-05 | Time: 4010.39 ms [2020-11-12 02:37:35 main:574] : INFO : Epoch 91 | loss: 4.7201e-05 | val_loss: 4.9571e-05 | Time: 3966.98 ms [2020-11-12 02:37:39 main:574] : INFO : Epoch 92 | loss: 4.70798e-05 | val_loss: 5.03131e-05 | Time: 3708.9 ms [2020-11-12 02:37:43 main:574] : INFO : Epoch 93 | loss: 4.62926e-05 | val_loss: 4.94468e-05 | Time: 3953.79 ms [2020-11-12 02:37:46 main:574] : INFO : Epoch 94 | loss: 4.61603e-05 | val_loss: 4.80189e-05 | Time: 3699.63 ms [2020-11-12 02:37:50 main:574] : INFO : Epoch 95 | loss: 4.58789e-05 | val_loss: 4.91319e-05 | Time: 3937.82 ms [2020-11-12 02:37:54 main:574] : INFO : Epoch 96 | loss: 4.56837e-05 | val_loss: 4.8064e-05 | Time: 4001.86 ms [2020-11-12 02:37:58 main:574] : INFO : Epoch 97 | loss: 4.51976e-05 | val_loss: 4.73081e-05 | Time: 3725.82 ms [2020-11-12 02:38:02 main:574] : INFO : Epoch 98 | loss: 4.52078e-05 | val_loss: 4.78353e-05 | Time: 3944.9 ms [2020-11-12 02:38:06 main:574] : INFO : Epoch 99 | loss: 4.48678e-05 | val_loss: 4.75048e-05 | Time: 3702.97 ms [2020-11-12 02:38:10 main:574] : INFO : Epoch 100 | loss: 4.4532e-05 | val_loss: 4.77323e-05 | Time: 3962.57 ms [2020-11-12 02:38:14 main:574] : INFO : Epoch 101 | loss: 4.45909e-05 | val_loss: 4.68774e-05 | Time: 3918.87 ms [2020-11-12 02:38:18 main:574] : INFO : Epoch 102 | loss: 4.40948e-05 | val_loss: 4.67249e-05 | Time: 3740.12 ms [2020-11-12 02:38:22 main:574] : INFO : Epoch 103 | loss: 4.38633e-05 | val_loss: 4.70898e-05 | Time: 3936.66 ms [2020-11-12 02:38:26 main:574] : INFO : Epoch 104 | loss: 4.33578e-05 | val_loss: 4.65447e-05 | Time: 3735.61 ms [2020-11-12 02:38:29 main:574] : INFO : Epoch 105 | loss: 4.32097e-05 | val_loss: 4.51803e-05 | Time: 3879.21 ms [2020-11-12 02:38:34 main:574] : INFO : Epoch 106 | loss: 4.28102e-05 | val_loss: 4.55531e-05 | Time: 3998.25 ms [2020-11-12 02:38:37 main:574] : INFO : Epoch 107 | loss: 4.28254e-05 | val_loss: 4.55506e-05 | Time: 3736.89 ms [2020-11-12 02:38:41 main:574] : INFO : Epoch 108 | loss: 4.25355e-05 | val_loss: 4.56559e-05 | Time: 3983.9 ms [2020-11-12 02:38:45 main:574] : INFO : Epoch 109 | loss: 4.22886e-05 | val_loss: 4.46215e-05 | Time: 3878.44 ms [2020-11-12 02:38:49 main:574] : INFO : Epoch 110 | loss: 4.18764e-05 | val_loss: 4.46739e-05 | Time: 3790.38 ms [2020-11-12 02:38:53 main:574] : INFO : Epoch 111 | loss: 4.2008e-05 | val_loss: 4.49507e-05 | Time: 3964.35 ms [2020-11-12 02:38:57 main:574] : INFO : Epoch 112 | loss: 4.17627e-05 | val_loss: 4.42901e-05 | Time: 3664.12 ms [2020-11-12 02:39:01 main:574] : INFO : Epoch 113 | loss: 4.10905e-05 | val_loss: 4.34731e-05 | Time: 3933.93 ms [2020-11-12 02:39:05 main:574] : INFO : Epoch 114 | loss: 4.11876e-05 | val_loss: 4.35183e-05 | Time: 3910.2 ms [2020-11-12 02:39:09 main:574] : INFO : Epoch 115 | loss: 4.11038e-05 | val_loss: 4.35894e-05 | Time: 3693.16 ms [2020-11-12 02:39:12 main:574] : INFO : Epoch 116 | loss: 4.07587e-05 | val_loss: 4.22732e-05 | Time: 3935.79 ms [2020-11-12 02:39:16 main:574] : INFO : Epoch 117 | loss: 4.00651e-05 | val_loss: 4.2504e-05 | Time: 3663.01 ms [2020-11-12 02:39:20 main:574] : INFO : Epoch 118 | loss: 4.01282e-05 | val_loss: 4.36524e-05 | Time: 3919.65 ms [2020-11-12 02:39:24 main:574] : INFO : Epoch 119 | loss: 4.00562e-05 | val_loss: 4.22865e-05 | Time: 3980.07 ms [2020-11-12 02:39:28 main:574] : INFO : Epoch 120 | loss: 3.97552e-05 | val_loss: 4.30959e-05 | Time: 3844.13 ms [2020-11-12 02:39:32 main:574] : INFO : Epoch 121 | loss: 3.97163e-05 | val_loss: 4.22469e-05 | Time: 4033.14 ms [2020-11-12 02:39:36 main:574] : INFO : Epoch 122 | loss: 3.94984e-05 | val_loss: 4.05907e-05 | Time: 3682.93 ms [2020-11-12 02:39:40 main:574] : INFO : Epoch 123 | loss: 3.90814e-05 | val_loss: 4.15889e-05 | Time: 3991.55 ms [2020-11-12 02:39:44 main:574] : INFO : Epoch 124 | loss: 3.89089e-05 | val_loss: 4.1167e-05 | Time: 3977.12 ms [2020-11-12 02:39:48 main:574] : INFO : Epoch 125 | loss: 3.86989e-05 | val_loss: 4.07685e-05 | Time: 3704.11 ms [2020-11-12 02:39:52 main:574] : INFO : Epoch 126 | loss: 3.84299e-05 | val_loss: 4.12116e-05 | Time: 3936.17 ms [2020-11-12 02:39:56 main:574] : INFO : Epoch 127 | loss: 3.84395e-05 | val_loss: 4.04065e-05 | Time: 3798.8 ms [2020-11-12 02:39:59 main:574] : INFO : Epoch 128 | loss: 3.82048e-05 | val_loss: 4.00721e-05 | Time: 3753.94 ms [2020-11-12 02:40:03 main:574] : INFO : Epoch 129 | loss: 3.81269e-05 | val_loss: 4.10827e-05 | Time: 3817.56 ms [2020-11-12 02:40:07 main:574] : INFO : Epoch 130 | loss: 3.78686e-05 | val_loss: 3.96017e-05 | Time: 3709.6 ms [2020-11-12 02:40:11 main:574] : INFO : Epoch 131 | loss: 3.74064e-05 | val_loss: 3.98526e-05 | Time: 3932.12 ms [2020-11-12 02:40:15 main:574] : INFO : Epoch 132 | loss: 3.75912e-05 | val_loss: 3.97142e-05 | Time: 3913.68 ms [2020-11-12 02:40:19 main:574] : INFO : Epoch 133 | loss: 3.71827e-05 | val_loss: 4.00482e-05 | Time: 3812.49 ms [2020-11-12 02:40:23 main:574] : INFO : Epoch 134 | loss: 3.70606e-05 | val_loss: 3.96642e-05 | Time: 3989.46 ms [2020-11-12 02:40:27 main:574] : INFO : Epoch 135 | loss: 3.68528e-05 | val_loss: 4.00418e-05 | Time: 3743.78 ms [2020-11-12 02:40:31 main:574] : INFO : Epoch 136 | loss: 3.66069e-05 | val_loss: 3.90468e-05 | Time: 3960.21 ms [2020-11-12 02:40:35 main:574] : INFO : Epoch 137 | loss: 3.6494e-05 | val_loss: 3.82476e-05 | Time: 4039.78 ms [2020-11-12 02:40:39 main:574] : INFO : Epoch 138 | loss: 3.63298e-05 | val_loss: 3.9324e-05 | Time: 3698.3 ms [2020-11-12 02:40:43 main:574] : INFO : Epoch 139 | loss: 3.61971e-05 | val_loss: 3.79186e-05 | Time: 3932.34 ms [2020-11-12 02:40:46 main:574] : INFO : Epoch 140 | loss: 3.58927e-05 | val_loss: 3.85405e-05 | Time: 3697.13 ms [2020-11-12 02:40:50 main:574] : INFO : Epoch 141 | loss: 3.59099e-05 | val_loss: 3.77051e-05 | Time: 3944.71 ms [2020-11-12 02:40:54 main:574] : INFO : Epoch 142 | loss: 3.56759e-05 | val_loss: 3.73203e-05 | Time: 3923.09 ms [2020-11-12 02:40:58 main:574] : INFO : Epoch 143 | loss: 3.55152e-05 | val_loss: 3.7812e-05 | Time: 3655.63 ms [2020-11-12 02:41:02 main:574] : INFO : Epoch 144 | loss: 3.52906e-05 | val_loss: 3.74466e-05 | Time: 3982.28 ms [2020-11-12 02:41:06 main:574] : INFO : Epoch 145 | loss: 3.49303e-05 | val_loss: 3.68451e-05 | Time: 3701.66 ms [2020-11-12 02:41:10 main:574] : INFO : Epoch 146 | loss: 3.50206e-05 | val_loss: 3.77182e-05 | Time: 3945.54 ms [2020-11-12 02:41:14 main:574] : INFO : Epoch 147 | loss: 3.48325e-05 | val_loss: 3.75716e-05 | Time: 3959.45 ms [2020-11-12 02:41:17 main:574] : INFO : Epoch 148 | loss: 3.46246e-05 | val_loss: 3.65632e-05 | Time: 3712.77 ms [2020-11-12 02:41:21 main:574] : INFO : Epoch 149 | loss: 3.43912e-05 | val_loss: 3.70016e-05 | Time: 3932.64 ms [2020-11-12 02:41:25 main:574] : INFO : Epoch 150 | loss: 3.43578e-05 | val_loss: 3.69187e-05 | Time: 3843.26 ms [2020-11-12 02:41:29 main:574] : INFO : Epoch 151 | loss: 3.41195e-05 | val_loss: 3.62331e-05 | Time: 3858.86 ms [2020-11-12 02:41:33 main:574] : INFO : Epoch 152 | loss: 3.38799e-05 | val_loss: 3.70248e-05 | Time: 3946.29 ms [2020-11-12 02:41:37 main:574] : INFO : Epoch 153 | loss: 3.39127e-05 | val_loss: 3.59483e-05 | Time: 3775.47 ms [2020-11-12 02:41:41 main:574] : INFO : Epoch 154 | loss: 3.35551e-05 | val_loss: 3.61307e-05 | Time: 3951.57 ms [2020-11-12 02:41:45 main:574] : INFO : Epoch 155 | loss: 3.39346e-05 | val_loss: 3.56629e-05 | Time: 3888.6 ms [2020-11-12 02:41:49 main:574] : INFO : Epoch 156 | loss: 3.31925e-05 | val_loss: 3.57001e-05 | Time: 3705.84 ms [2020-11-12 02:41:53 main:574] : INFO : Epoch 157 | loss: 3.31843e-05 | val_loss: 3.51861e-05 | Time: 3947.6 ms [2020-11-12 02:41:57 main:574] : INFO : Epoch 158 | loss: 3.30881e-05 | val_loss: 3.57794e-05 | Time: 3716.63 ms [2020-11-12 02:42:01 main:574] : INFO : Epoch 159 | loss: 3.30134e-05 | val_loss: 3.50606e-05 | Time: 3932.05 ms [2020-11-12 02:42:05 main:574] : INFO : Epoch 160 | loss: 3.28189e-05 | val_loss: 3.54854e-05 | Time: 3937.97 ms [2020-11-12 02:42:08 main:574] : INFO : Epoch 161 | loss: 3.27966e-05 | val_loss: 3.54613e-05 | Time: 3718.55 ms [2020-11-12 02:42:12 main:574] : INFO : Epoch 162 | loss: 3.27682e-05 | val_loss: 3.41673e-05 | Time: 3945.5 ms [2020-11-12 02:42:16 main:574] : INFO : Epoch 163 | loss: 3.22404e-05 | val_loss: 3.46571e-05 | Time: 3732.71 ms [2020-11-12 02:42:20 main:574] : INFO : Epoch 164 | loss: 3.20335e-05 | val_loss: 3.4286e-05 | Time: 4000.17 ms [2020-11-12 02:42:24 main:574] : INFO : Epoch 165 | loss: 3.1886e-05 | val_loss: 3.39807e-05 | Time: 3996.92 ms [2020-11-12 02:42:28 main:574] : INFO : Epoch 166 | loss: 3.20438e-05 | val_loss: 3.43602e-05 | Time: 3748.15 ms [2020-11-12 02:42:32 main:574] : INFO : Epoch 167 | loss: 3.17884e-05 | val_loss: 3.38492e-05 | Time: 3987.06 ms [2020-11-12 02:42:36 main:574] : INFO : Epoch 168 | loss: 3.19038e-05 | val_loss: 3.6292e-05 | Time: 3800.76 ms [2020-11-12 02:42:40 main:574] : INFO : Epoch 169 | loss: 3.18428e-05 | val_loss: 3.37251e-05 | Time: 3895.15 ms [2020-11-12 02:42:44 main:574] : INFO : Epoch 170 | loss: 3.14233e-05 | val_loss: 3.33449e-05 | Time: 3956.93 ms [2020-11-12 02:42:47 main:574] : INFO : Epoch 171 | loss: 3.12796e-05 | val_loss: 3.31299e-05 | Time: 3680.03 ms [2020-11-12 02:42:51 main:574] : INFO : Epoch 172 | loss: 3.11584e-05 | val_loss: 3.27093e-05 | Time: 3941.72 ms [2020-11-12 02:42:55 main:574] : INFO : Epoch 173 | loss: 3.10522e-05 | val_loss: 3.27693e-05 | Time: 3826.71 ms [2020-11-12 02:42:59 main:574] : INFO : Epoch 174 | loss: 3.08438e-05 | val_loss: 3.2822e-05 | Time: 3821.64 ms [2020-11-12 02:43:03 main:574] : INFO : Epoch 175 | loss: 3.06949e-05 | val_loss: 3.28447e-05 | Time: 4009.58 ms [2020-11-12 02:43:07 main:574] : INFO : Epoch 176 | loss: 3.06567e-05 | val_loss: 3.34999e-05 | Time: 3714.7 ms [2020-11-12 02:43:11 main:574] : INFO : Epoch 177 | loss: 3.04984e-05 | val_loss: 3.24274e-05 | Time: 3993.93 ms [2020-11-12 02:43:15 main:574] : INFO : Epoch 178 | loss: 3.03365e-05 | val_loss: 3.29152e-05 | Time: 3915.01 ms [2020-11-12 02:43:19 main:574] : INFO : Epoch 179 | loss: 3.0193e-05 | val_loss: 3.27833e-05 | Time: 3775.62 ms [2020-11-12 02:43:23 main:574] : INFO : Epoch 180 | loss: 3.03782e-05 | val_loss: 3.27712e-05 | Time: 3972.89 ms [2020-11-12 02:43:27 main:574] : INFO : Epoch 181 | loss: 3.00412e-05 | val_loss: 3.22547e-05 | Time: 3740.32 ms [2020-11-12 02:43:31 main:574] : INFO : Epoch 182 | loss: 2.9967e-05 | val_loss: 3.21384e-05 | Time: 3906.97 ms [2020-11-12 02:43:35 main:574] : INFO : Epoch 183 | loss: 2.96201e-05 | val_loss: 3.16443e-05 | Time: 3959.83 ms [2020-11-12 02:43:38 main:574] : INFO : Epoch 184 | loss: 2.97889e-05 | val_loss: 3.12675e-05 | Time: 3698.93 ms [2020-11-12 02:43:42 main:574] : INFO : Epoch 185 | loss: 2.94026e-05 | val_loss: 3.1834e-05 | Time: 3959.37 ms [2020-11-12 02:43:46 main:574] : INFO : Epoch 186 | loss: 2.93783e-05 | val_loss: 3.18312e-05 | Time: 3697.96 ms [2020-11-12 02:43:50 main:574] : INFO : Epoch 187 | loss: 2.91953e-05 | val_loss: 3.16157e-05 | Time: 3967.63 ms [2020-11-12 02:43:54 main:574] : INFO : Epoch 188 | loss: 2.95779e-05 | val_loss: 3.1515e-05 | Time: 3986.85 ms [2020-11-12 02:43:58 main:574] : INFO : Epoch 189 | loss: 2.90052e-05 | val_loss: 3.07269e-05 | Time: 3699.33 ms [2020-11-12 02:44:02 main:574] : INFO : Epoch 190 | loss: 2.89782e-05 | val_loss: 3.12142e-05 | Time: 3957.24 ms [2020-11-12 02:44:06 main:574] : INFO : Epoch 191 | loss: 2.8899e-05 | val_loss: 3.16107e-05 | Time: 3743.93 ms [2020-11-12 02:44:10 main:574] : INFO : Epoch 192 | loss: 2.87312e-05 | val_loss: 3.0259e-05 | Time: 3869.31 ms [2020-11-12 02:44:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.0259e-05 [2020-11-12 02:44:10 main:603] : INFO : Saving end state to config to file [2020-11-12 02:44:10 main:608] : INFO : Success, exiting.. 02:44:10 (8124): 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)