Task 2887746
| Name | rand_automata_0074-1604983873-11296-1_3 |
| Workunit | 1285760 |
| 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 | 11 Nov 2020, 23:34:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 13 min |
| CPU time | 12 min 21 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 01:00:40 main:435] : INFO : Set logging level to 1 [2020-11-12 01:00:40 main:441] : INFO : Running in BOINC Client mode [2020-11-12 01:00:40 main:444] : INFO : Resolving all filenames [2020-11-12 01:00:40 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0074-train-val-dataset.hdf5 (exists = 1) [2020-11-12 01:00:40 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0074-1604983873-11296-1_3_r1014769572_1 (exists = 0) [2020-11-12 01:00:40 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0074-1604983873-11296-1_3_r1014769572_0 (exists = 0) [2020-11-12 01:00:40 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0074-1604983873-11296-1 (exists = 1) [2020-11-12 01:00:40 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-12 01:00:40 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0074-train-val-dataset.hdf5 [2020-11-12 01:00:40 main:474] : INFO : Configuration: [2020-11-12 01:00:40 main:475] : INFO : Model type: LSTM [2020-11-12 01:00:40 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-12 01:00:40 main:477] : INFO : Max Epochs: 192 [2020-11-12 01:00:40 main:478] : INFO : Batch Size: 32 [2020-11-12 01:00:40 main:479] : INFO : Learning Rate: 0.001 [2020-11-12 01:00:40 main:480] : INFO : Patience: 10 [2020-11-12 01:00:40 main:481] : INFO : Hidden Width: 64 [2020-11-12 01:00:40 main:482] : INFO : # Recurrent Layers: 4 [2020-11-12 01:00:40 main:483] : INFO : # Backend Layers: 2 [2020-11-12 01:00:40 main:484] : INFO : # Threads: 1 [2020-11-12 01:00:40 main:486] : INFO : Preparing Dataset [2020-11-12 01:00:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0074-train-val-dataset.hdf5 into memory [2020-11-12 01:00:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0074-train-val-dataset.hdf5 into memory [2020-11-12 01:00:42 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-12 01:00:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0074-train-val-dataset.hdf5 into memory [2020-11-12 01:00:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0074-train-val-dataset.hdf5 into memory [2020-11-12 01:00:42 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-12 01:00:42 main:494] : INFO : Creating Model [2020-11-12 01:00:42 main:507] : INFO : Preparing config file [2020-11-12 01:00:42 main:519] : INFO : Creating new config file [2020-11-12 01:00:43 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-12 01:00:43 main:559] : INFO : Loading DataLoader into Memory [2020-11-12 01:00:43 main:562] : INFO : Starting Training [2020-11-12 01:00:47 main:574] : INFO : Epoch 1 | loss: 0.000141223 | val_loss: 0.000112597 | Time: 4112.94 ms [2020-11-12 01:00:51 main:574] : INFO : Epoch 2 | loss: 0.000109509 | val_loss: 0.00011414 | Time: 3945.03 ms [2020-11-12 01:00:55 main:574] : INFO : Epoch 3 | loss: 0.000110308 | val_loss: 0.000114273 | Time: 3733.04 ms [2020-11-12 01:00:59 main:574] : INFO : Epoch 4 | loss: 0.000110077 | val_loss: 0.00011533 | Time: 3970.8 ms [2020-11-12 01:01:03 main:574] : INFO : Epoch 5 | loss: 0.000110246 | val_loss: 0.000113554 | Time: 3883.57 ms [2020-11-12 01:01:07 main:574] : INFO : Epoch 6 | loss: 0.000108819 | val_loss: 0.000111333 | Time: 3912.19 ms [2020-11-12 01:01:11 main:574] : INFO : Epoch 7 | loss: 0.00010837 | val_loss: 0.000110298 | Time: 3970.44 ms [2020-11-12 01:01:15 main:574] : INFO : Epoch 8 | loss: 0.00010712 | val_loss: 0.00010969 | Time: 3765.35 ms [2020-11-12 01:01:19 main:574] : INFO : Epoch 9 | loss: 0.000106785 | val_loss: 0.000109592 | Time: 3982.47 ms [2020-11-12 01:01:23 main:574] : INFO : Epoch 10 | loss: 0.000105271 | val_loss: 0.000108774 | Time: 3889.99 ms [2020-11-12 01:01:27 main:574] : INFO : Epoch 11 | loss: 0.000104242 | val_loss: 0.000108228 | Time: 3820.44 ms [2020-11-12 01:01:31 main:574] : INFO : Epoch 12 | loss: 0.000103697 | val_loss: 0.000105451 | Time: 4000.29 ms [2020-11-12 01:01:34 main:574] : INFO : Epoch 13 | loss: 0.000102912 | val_loss: 0.000107356 | Time: 3715.23 ms [2020-11-12 01:01:38 main:574] : INFO : Epoch 14 | loss: 0.000101889 | val_loss: 0.000104252 | Time: 3975.22 ms [2020-11-12 01:01:43 main:574] : INFO : Epoch 15 | loss: 0.00010123 | val_loss: 0.000104121 | Time: 3971.28 ms [2020-11-12 01:01:46 main:574] : INFO : Epoch 16 | loss: 9.97862e-05 | val_loss: 0.000101472 | Time: 3795.1 ms [2020-11-12 01:01:50 main:574] : INFO : Epoch 17 | loss: 9.8615e-05 | val_loss: 0.000102337 | Time: 4014.75 ms [2020-11-12 01:01:54 main:574] : INFO : Epoch 18 | loss: 9.77674e-05 | val_loss: 0.000102474 | Time: 3737.16 ms [2020-11-12 01:01:58 main:574] : INFO : Epoch 19 | loss: 9.69732e-05 | val_loss: 9.98335e-05 | Time: 4049.35 ms [2020-11-12 01:02:02 main:574] : INFO : Epoch 20 | loss: 9.61991e-05 | val_loss: 9.79522e-05 | Time: 3965.88 ms [2020-11-12 01:02:06 main:574] : INFO : Epoch 21 | loss: 9.53074e-05 | val_loss: 9.77745e-05 | Time: 3734.54 ms [2020-11-12 01:02:10 main:574] : INFO : Epoch 22 | loss: 9.45084e-05 | val_loss: 9.69083e-05 | Time: 4032.56 ms [2020-11-12 01:02:14 main:574] : INFO : Epoch 23 | loss: 9.38751e-05 | val_loss: 9.85472e-05 | Time: 3821.89 ms [2020-11-12 01:02:18 main:574] : INFO : Epoch 24 | loss: 9.32654e-05 | val_loss: 9.58782e-05 | Time: 4107.61 ms [2020-11-12 01:02:22 main:574] : INFO : Epoch 25 | loss: 9.1843e-05 | val_loss: 9.56678e-05 | Time: 4037.66 ms [2020-11-12 01:02:26 main:574] : INFO : Epoch 26 | loss: 9.01687e-05 | val_loss: 9.46541e-05 | Time: 3704.2 ms [2020-11-12 01:02:30 main:574] : INFO : Epoch 27 | loss: 8.98066e-05 | val_loss: 9.44815e-05 | Time: 4005.46 ms [2020-11-12 01:02:34 main:574] : INFO : Epoch 28 | loss: 8.99086e-05 | val_loss: 9.28652e-05 | Time: 3680.74 ms [2020-11-12 01:02:38 main:574] : INFO : Epoch 29 | loss: 8.9037e-05 | val_loss: 9.08076e-05 | Time: 3938.73 ms [2020-11-12 01:02:42 main:574] : INFO : Epoch 30 | loss: 8.76182e-05 | val_loss: 9.07099e-05 | Time: 4024.15 ms [2020-11-12 01:02:46 main:574] : INFO : Epoch 31 | loss: 8.723e-05 | val_loss: 9.08131e-05 | Time: 3808.48 ms [2020-11-12 01:02:50 main:574] : INFO : Epoch 32 | loss: 8.64292e-05 | val_loss: 8.82514e-05 | Time: 4013 ms [2020-11-12 01:02:54 main:574] : INFO : Epoch 33 | loss: 8.59533e-05 | val_loss: 8.72237e-05 | Time: 3756.5 ms [2020-11-12 01:02:58 main:574] : INFO : Epoch 34 | loss: 8.52068e-05 | val_loss: 8.83632e-05 | Time: 4056.01 ms [2020-11-12 01:03:02 main:574] : INFO : Epoch 35 | loss: 8.40078e-05 | val_loss: 8.92197e-05 | Time: 4035.25 ms [2020-11-12 01:03:06 main:574] : INFO : Epoch 36 | loss: 8.33991e-05 | val_loss: 8.62187e-05 | Time: 3712.56 ms [2020-11-12 01:03:10 main:574] : INFO : Epoch 37 | loss: 8.24449e-05 | val_loss: 8.52045e-05 | Time: 3975.73 ms [2020-11-12 01:03:13 main:574] : INFO : Epoch 38 | loss: 8.23818e-05 | val_loss: 8.63021e-05 | Time: 3773.88 ms [2020-11-12 01:03:17 main:574] : INFO : Epoch 39 | loss: 8.15609e-05 | val_loss: 8.49982e-05 | Time: 3945.06 ms [2020-11-12 01:03:22 main:574] : INFO : Epoch 40 | loss: 8.11531e-05 | val_loss: 8.42658e-05 | Time: 3982.52 ms [2020-11-12 01:03:25 main:574] : INFO : Epoch 41 | loss: 8.03001e-05 | val_loss: 8.48427e-05 | Time: 3756.43 ms [2020-11-12 01:03:29 main:574] : INFO : Epoch 42 | loss: 7.98737e-05 | val_loss: 8.23551e-05 | Time: 3947.9 ms [2020-11-12 01:03:33 main:574] : INFO : Epoch 43 | loss: 7.90974e-05 | val_loss: 8.232e-05 | Time: 3804.57 ms [2020-11-12 01:03:37 main:574] : INFO : Epoch 44 | loss: 7.83993e-05 | val_loss: 8.37195e-05 | Time: 3890.13 ms [2020-11-12 01:03:41 main:574] : INFO : Epoch 45 | loss: 7.86631e-05 | val_loss: 8.16395e-05 | Time: 3955.09 ms [2020-11-12 01:03:45 main:574] : INFO : Epoch 46 | loss: 7.72971e-05 | val_loss: 8.05076e-05 | Time: 3741.18 ms [2020-11-12 01:03:49 main:574] : INFO : Epoch 47 | loss: 7.705e-05 | val_loss: 7.92225e-05 | Time: 3946.4 ms [2020-11-12 01:03:53 main:574] : INFO : Epoch 48 | loss: 7.61969e-05 | val_loss: 7.77208e-05 | Time: 3860.07 ms [2020-11-12 01:03:57 main:574] : INFO : Epoch 49 | loss: 7.55925e-05 | val_loss: 7.78441e-05 | Time: 3894.15 ms [2020-11-12 01:04:01 main:574] : INFO : Epoch 50 | loss: 7.50333e-05 | val_loss: 7.79306e-05 | Time: 3900.11 ms [2020-11-12 01:04:05 main:574] : INFO : Epoch 51 | loss: 7.44034e-05 | val_loss: 7.75189e-05 | Time: 3754.22 ms [2020-11-12 01:04:09 main:574] : INFO : Epoch 52 | loss: 7.42329e-05 | val_loss: 7.76939e-05 | Time: 3988.14 ms [2020-11-12 01:04:13 main:574] : INFO : Epoch 53 | loss: 7.36024e-05 | val_loss: 7.76036e-05 | Time: 3862.73 ms [2020-11-12 01:04:17 main:574] : INFO : Epoch 54 | loss: 7.26031e-05 | val_loss: 7.63319e-05 | Time: 3827.22 ms [2020-11-12 01:04:21 main:574] : INFO : Epoch 55 | loss: 7.29147e-05 | val_loss: 7.86759e-05 | Time: 3937.13 ms [2020-11-12 01:04:24 main:574] : INFO : Epoch 56 | loss: 7.21562e-05 | val_loss: 7.43763e-05 | Time: 3761.74 ms [2020-11-12 01:04:28 main:574] : INFO : Epoch 57 | loss: 7.1794e-05 | val_loss: 7.46015e-05 | Time: 3960.83 ms [2020-11-12 01:04:32 main:574] : INFO : Epoch 58 | loss: 7.1018e-05 | val_loss: 7.42038e-05 | Time: 3989.49 ms [2020-11-12 01:04:36 main:574] : INFO : Epoch 59 | loss: 7.05422e-05 | val_loss: 7.48722e-05 | Time: 3755.06 ms [2020-11-12 01:04:40 main:574] : INFO : Epoch 60 | loss: 7.0162e-05 | val_loss: 7.17763e-05 | Time: 3957.67 ms [2020-11-12 01:04:44 main:574] : INFO : Epoch 61 | loss: 6.99957e-05 | val_loss: 7.3437e-05 | Time: 3716.41 ms [2020-11-12 01:04:48 main:574] : INFO : Epoch 62 | loss: 6.91296e-05 | val_loss: 7.17524e-05 | Time: 4005.23 ms [2020-11-12 01:04:52 main:574] : INFO : Epoch 63 | loss: 6.93065e-05 | val_loss: 7.17021e-05 | Time: 4021.69 ms [2020-11-12 01:04:56 main:574] : INFO : Epoch 64 | loss: 6.84885e-05 | val_loss: 7.05677e-05 | Time: 3773.79 ms [2020-11-12 01:05:00 main:574] : INFO : Epoch 65 | loss: 6.7817e-05 | val_loss: 7.02611e-05 | Time: 3952.76 ms [2020-11-12 01:05:04 main:574] : INFO : Epoch 66 | loss: 6.79649e-05 | val_loss: 6.99127e-05 | Time: 3700.71 ms [2020-11-12 01:05:08 main:574] : INFO : Epoch 67 | loss: 6.6932e-05 | val_loss: 6.96175e-05 | Time: 4055.55 ms [2020-11-12 01:05:12 main:574] : INFO : Epoch 68 | loss: 6.64035e-05 | val_loss: 6.88942e-05 | Time: 3987.83 ms [2020-11-12 01:05:16 main:574] : INFO : Epoch 69 | loss: 6.59388e-05 | val_loss: 7.00209e-05 | Time: 3678.27 ms [2020-11-12 01:05:20 main:574] : INFO : Epoch 70 | loss: 6.6366e-05 | val_loss: 6.8916e-05 | Time: 3964.27 ms [2020-11-12 01:05:23 main:574] : INFO : Epoch 71 | loss: 6.54553e-05 | val_loss: 6.88039e-05 | Time: 3758.29 ms [2020-11-12 01:05:28 main:574] : INFO : Epoch 72 | loss: 6.50927e-05 | val_loss: 6.7949e-05 | Time: 4006.1 ms [2020-11-12 01:05:32 main:574] : INFO : Epoch 73 | loss: 6.52832e-05 | val_loss: 6.68351e-05 | Time: 3968.74 ms [2020-11-12 01:05:35 main:574] : INFO : Epoch 74 | loss: 6.38791e-05 | val_loss: 6.65306e-05 | Time: 3738.98 ms [2020-11-12 01:05:39 main:574] : INFO : Epoch 75 | loss: 6.41083e-05 | val_loss: 6.59456e-05 | Time: 3999.64 ms [2020-11-12 01:05:43 main:574] : INFO : Epoch 76 | loss: 6.38239e-05 | val_loss: 6.62599e-05 | Time: 3781.73 ms [2020-11-12 01:05:47 main:574] : INFO : Epoch 77 | loss: 6.30083e-05 | val_loss: 6.52882e-05 | Time: 3929.22 ms [2020-11-12 01:05:51 main:574] : INFO : Epoch 78 | loss: 6.26772e-05 | val_loss: 6.43062e-05 | Time: 3967.22 ms [2020-11-12 01:05:55 main:574] : INFO : Epoch 79 | loss: 6.22341e-05 | val_loss: 6.46983e-05 | Time: 3723.85 ms [2020-11-12 01:05:59 main:574] : INFO : Epoch 80 | loss: 6.19546e-05 | val_loss: 6.50127e-05 | Time: 3983.49 ms [2020-11-12 01:06:03 main:574] : INFO : Epoch 81 | loss: 6.22971e-05 | val_loss: 6.40293e-05 | Time: 3801.37 ms [2020-11-12 01:06:07 main:574] : INFO : Epoch 82 | loss: 6.13129e-05 | val_loss: 6.28773e-05 | Time: 3882.38 ms [2020-11-12 01:06:11 main:574] : INFO : Epoch 83 | loss: 6.10268e-05 | val_loss: 6.50374e-05 | Time: 4005.47 ms [2020-11-12 01:06:15 main:574] : INFO : Epoch 84 | loss: 6.10833e-05 | val_loss: 6.49468e-05 | Time: 3753.04 ms [2020-11-12 01:06:19 main:574] : INFO : Epoch 85 | loss: 6.04545e-05 | val_loss: 6.23621e-05 | Time: 3990.8 ms [2020-11-12 01:06:23 main:574] : INFO : Epoch 86 | loss: 6.00627e-05 | val_loss: 6.19888e-05 | Time: 3919.19 ms [2020-11-12 01:06:27 main:574] : INFO : Epoch 87 | loss: 5.94963e-05 | val_loss: 6.24588e-05 | Time: 3827.65 ms [2020-11-12 01:06:31 main:574] : INFO : Epoch 88 | loss: 5.95017e-05 | val_loss: 6.0969e-05 | Time: 3966.36 ms [2020-11-12 01:06:35 main:574] : INFO : Epoch 89 | loss: 5.89789e-05 | val_loss: 6.09729e-05 | Time: 3704.13 ms [2020-11-12 01:06:39 main:574] : INFO : Epoch 90 | loss: 5.9146e-05 | val_loss: 6.03793e-05 | Time: 3934.7 ms [2020-11-12 01:06:43 main:574] : INFO : Epoch 91 | loss: 5.84439e-05 | val_loss: 6.02233e-05 | Time: 3944.74 ms [2020-11-12 01:06:46 main:574] : INFO : Epoch 92 | loss: 5.82749e-05 | val_loss: 5.9995e-05 | Time: 3687.76 ms [2020-11-12 01:06:50 main:574] : INFO : Epoch 93 | loss: 5.7831e-05 | val_loss: 6.03536e-05 | Time: 4030.22 ms [2020-11-12 01:06:54 main:574] : INFO : Epoch 94 | loss: 5.72414e-05 | val_loss: 5.95951e-05 | Time: 3741.42 ms [2020-11-12 01:06:58 main:574] : INFO : Epoch 95 | loss: 5.65951e-05 | val_loss: 6.08105e-05 | Time: 3983.74 ms [2020-11-12 01:07:02 main:574] : INFO : Epoch 96 | loss: 5.72674e-05 | val_loss: 5.97648e-05 | Time: 3930.43 ms [2020-11-12 01:07:06 main:574] : INFO : Epoch 97 | loss: 5.64052e-05 | val_loss: 5.89826e-05 | Time: 3757.12 ms [2020-11-12 01:07:10 main:574] : INFO : Epoch 98 | loss: 5.63564e-05 | val_loss: 5.87208e-05 | Time: 3946.83 ms [2020-11-12 01:07:14 main:574] : INFO : Epoch 99 | loss: 5.61364e-05 | val_loss: 5.84885e-05 | Time: 3769.51 ms [2020-11-12 01:07:18 main:574] : INFO : Epoch 100 | loss: 5.6014e-05 | val_loss: 5.73063e-05 | Time: 3946.41 ms [2020-11-12 01:07:22 main:574] : INFO : Epoch 101 | loss: 5.54651e-05 | val_loss: 5.66508e-05 | Time: 4011.42 ms [2020-11-12 01:07:26 main:574] : INFO : Epoch 102 | loss: 5.51007e-05 | val_loss: 5.82692e-05 | Time: 3868.14 ms [2020-11-12 01:07:30 main:574] : INFO : Epoch 103 | loss: 5.79623e-05 | val_loss: 5.60738e-05 | Time: 3961.5 ms [2020-11-12 01:07:34 main:574] : INFO : Epoch 104 | loss: 5.42212e-05 | val_loss: 5.6617e-05 | Time: 3779.55 ms [2020-11-12 01:07:38 main:574] : INFO : Epoch 105 | loss: 5.39223e-05 | val_loss: 5.5026e-05 | Time: 3960.04 ms [2020-11-12 01:07:42 main:574] : INFO : Epoch 106 | loss: 5.39027e-05 | val_loss: 5.55539e-05 | Time: 3957.05 ms [2020-11-12 01:07:46 main:574] : INFO : Epoch 107 | loss: 5.35124e-05 | val_loss: 5.50458e-05 | Time: 3778.47 ms [2020-11-12 01:07:50 main:574] : INFO : Epoch 108 | loss: 5.33426e-05 | val_loss: 5.55158e-05 | Time: 3946.8 ms [2020-11-12 01:07:53 main:574] : INFO : Epoch 109 | loss: 5.31559e-05 | val_loss: 5.48274e-05 | Time: 3777.52 ms [2020-11-12 01:07:57 main:574] : INFO : Epoch 110 | loss: 5.29143e-05 | val_loss: 5.42364e-05 | Time: 3980.68 ms [2020-11-12 01:08:02 main:574] : INFO : Epoch 111 | loss: 5.31704e-05 | val_loss: 5.51869e-05 | Time: 3962.22 ms [2020-11-12 01:08:05 main:574] : INFO : Epoch 112 | loss: 5.28245e-05 | val_loss: 5.42316e-05 | Time: 3730.85 ms [2020-11-12 01:08:09 main:574] : INFO : Epoch 113 | loss: 5.18737e-05 | val_loss: 5.33955e-05 | Time: 3959.63 ms [2020-11-12 01:08:13 main:574] : INFO : Epoch 114 | loss: 5.16624e-05 | val_loss: 5.38823e-05 | Time: 3822.61 ms [2020-11-12 01:08:17 main:574] : INFO : Epoch 115 | loss: 5.1445e-05 | val_loss: 5.47385e-05 | Time: 3906.4 ms [2020-11-12 01:08:21 main:574] : INFO : Epoch 116 | loss: 5.14261e-05 | val_loss: 5.34119e-05 | Time: 3973.35 ms [2020-11-12 01:08:25 main:574] : INFO : Epoch 117 | loss: 5.131e-05 | val_loss: 5.4283e-05 | Time: 3752.16 ms [2020-11-12 01:08:29 main:574] : INFO : Epoch 118 | loss: 5.0843e-05 | val_loss: 5.2351e-05 | Time: 3924.63 ms [2020-11-12 01:08:33 main:574] : INFO : Epoch 119 | loss: 5.13087e-05 | val_loss: 5.35227e-05 | Time: 3886.27 ms [2020-11-12 01:08:37 main:574] : INFO : Epoch 120 | loss: 5.02958e-05 | val_loss: 5.3986e-05 | Time: 3853.55 ms [2020-11-12 01:08:41 main:574] : INFO : Epoch 121 | loss: 5.04414e-05 | val_loss: 5.22297e-05 | Time: 3919.04 ms [2020-11-12 01:08:45 main:574] : INFO : Epoch 122 | loss: 4.96675e-05 | val_loss: 5.18029e-05 | Time: 3749.98 ms [2020-11-12 01:08:49 main:574] : INFO : Epoch 123 | loss: 4.98168e-05 | val_loss: 5.13186e-05 | Time: 3939.06 ms [2020-11-12 01:08:53 main:574] : INFO : Epoch 124 | loss: 4.95257e-05 | val_loss: 5.18148e-05 | Time: 3963.48 ms [2020-11-12 01:08:56 main:574] : INFO : Epoch 125 | loss: 4.95115e-05 | val_loss: 5.16524e-05 | Time: 3791.66 ms [2020-11-12 01:09:00 main:574] : INFO : Epoch 126 | loss: 4.94612e-05 | val_loss: 5.09192e-05 | Time: 4016.71 ms [2020-11-12 01:09:04 main:574] : INFO : Epoch 127 | loss: 4.88225e-05 | val_loss: 5.13009e-05 | Time: 3748.04 ms [2020-11-12 01:09:08 main:574] : INFO : Epoch 128 | loss: 4.87234e-05 | val_loss: 5.04494e-05 | Time: 3967.34 ms [2020-11-12 01:09:12 main:574] : INFO : Epoch 129 | loss: 4.82528e-05 | val_loss: 5.05583e-05 | Time: 3973.99 ms [2020-11-12 01:09:16 main:574] : INFO : Epoch 130 | loss: 4.81167e-05 | val_loss: 4.94302e-05 | Time: 3724.21 ms [2020-11-12 01:09:20 main:574] : INFO : Epoch 131 | loss: 4.83082e-05 | val_loss: 5.09369e-05 | Time: 3995.29 ms [2020-11-12 01:09:24 main:574] : INFO : Epoch 132 | loss: 4.80867e-05 | val_loss: 4.84379e-05 | Time: 3779.36 ms [2020-11-12 01:09:28 main:574] : INFO : Epoch 133 | loss: 4.77344e-05 | val_loss: 5.00006e-05 | Time: 3951.51 ms [2020-11-12 01:09:32 main:574] : INFO : Epoch 134 | loss: 4.80338e-05 | val_loss: 4.94645e-05 | Time: 3977.12 ms [2020-11-12 01:09:36 main:574] : INFO : Epoch 135 | loss: 4.73203e-05 | val_loss: 4.90188e-05 | Time: 3754.84 ms [2020-11-12 01:09:40 main:574] : INFO : Epoch 136 | loss: 4.67271e-05 | val_loss: 4.88749e-05 | Time: 4027.67 ms [2020-11-12 01:09:44 main:574] : INFO : Epoch 137 | loss: 4.64382e-05 | val_loss: 4.8415e-05 | Time: 3755.7 ms [2020-11-12 01:09:48 main:574] : INFO : Epoch 138 | loss: 4.64914e-05 | val_loss: 4.94329e-05 | Time: 3962.29 ms [2020-11-12 01:09:52 main:574] : INFO : Epoch 139 | loss: 4.71511e-05 | val_loss: 4.90671e-05 | Time: 3952.27 ms [2020-11-12 01:09:56 main:574] : INFO : Epoch 140 | loss: 4.61401e-05 | val_loss: 4.84456e-05 | Time: 3764.4 ms [2020-11-12 01:10:00 main:574] : INFO : Epoch 141 | loss: 4.60876e-05 | val_loss: 4.7748e-05 | Time: 4041.41 ms [2020-11-12 01:10:03 main:574] : INFO : Epoch 142 | loss: 4.57485e-05 | val_loss: 4.7657e-05 | Time: 3757.18 ms [2020-11-12 01:10:07 main:574] : INFO : Epoch 143 | loss: 4.54124e-05 | val_loss: 4.81379e-05 | Time: 3948.53 ms [2020-11-12 01:10:11 main:574] : INFO : Epoch 144 | loss: 4.57728e-05 | val_loss: 4.6662e-05 | Time: 3925.15 ms [2020-11-12 01:10:15 main:574] : INFO : Epoch 145 | loss: 4.52953e-05 | val_loss: 4.70931e-05 | Time: 3761.63 ms [2020-11-12 01:10:19 main:574] : INFO : Epoch 146 | loss: 4.55469e-05 | val_loss: 4.75944e-05 | Time: 4011.86 ms [2020-11-12 01:10:23 main:574] : INFO : Epoch 147 | loss: 4.47555e-05 | val_loss: 4.80922e-05 | Time: 3784.87 ms [2020-11-12 01:10:27 main:574] : INFO : Epoch 148 | loss: 4.45828e-05 | val_loss: 4.71933e-05 | Time: 3893.95 ms [2020-11-12 01:10:31 main:574] : INFO : Epoch 149 | loss: 4.60088e-05 | val_loss: 4.58637e-05 | Time: 3995.04 ms [2020-11-12 01:10:35 main:574] : INFO : Epoch 150 | loss: 4.427e-05 | val_loss: 4.60581e-05 | Time: 3721.39 ms [2020-11-12 01:10:39 main:574] : INFO : Epoch 151 | loss: 4.4129e-05 | val_loss: 4.63854e-05 | Time: 3982.25 ms [2020-11-12 01:10:43 main:574] : INFO : Epoch 152 | loss: 4.38196e-05 | val_loss: 4.67584e-05 | Time: 3861.58 ms [2020-11-12 01:10:47 main:574] : INFO : Epoch 153 | loss: 4.39689e-05 | val_loss: 4.64795e-05 | Time: 3880.47 ms [2020-11-12 01:10:51 main:574] : INFO : Epoch 154 | loss: 4.3832e-05 | val_loss: 4.56746e-05 | Time: 3957.45 ms [2020-11-12 01:10:55 main:574] : INFO : Epoch 155 | loss: 4.30107e-05 | val_loss: 4.45154e-05 | Time: 3743.02 ms [2020-11-12 01:10:59 main:574] : INFO : Epoch 156 | loss: 4.33397e-05 | val_loss: 4.59488e-05 | Time: 3991.32 ms [2020-11-12 01:11:03 main:574] : INFO : Epoch 157 | loss: 4.33166e-05 | val_loss: 4.50814e-05 | Time: 3901.84 ms [2020-11-12 01:11:07 main:574] : INFO : Epoch 158 | loss: 4.29531e-05 | val_loss: 4.40153e-05 | Time: 3834 ms [2020-11-12 01:11:11 main:574] : INFO : Epoch 159 | loss: 4.28203e-05 | val_loss: 4.38852e-05 | Time: 3997.67 ms [2020-11-12 01:11:15 main:574] : INFO : Epoch 160 | loss: 4.54122e-05 | val_loss: 4.38518e-05 | Time: 3771.29 ms [2020-11-12 01:11:19 main:574] : INFO : Epoch 161 | loss: 4.23293e-05 | val_loss: 4.35328e-05 | Time: 3947.6 ms [2020-11-12 01:11:23 main:574] : INFO : Epoch 162 | loss: 4.24338e-05 | val_loss: 4.32522e-05 | Time: 3987.16 ms [2020-11-12 01:11:26 main:574] : INFO : Epoch 163 | loss: 4.18157e-05 | val_loss: 4.39107e-05 | Time: 3778.77 ms [2020-11-12 01:11:30 main:574] : INFO : Epoch 164 | loss: 4.17828e-05 | val_loss: 4.36994e-05 | Time: 4032.57 ms [2020-11-12 01:11:34 main:574] : INFO : Epoch 165 | loss: 4.18073e-05 | val_loss: 4.39126e-05 | Time: 3762.27 ms [2020-11-12 01:11:38 main:574] : INFO : Epoch 166 | loss: 4.20508e-05 | val_loss: 4.35428e-05 | Time: 3971.02 ms [2020-11-12 01:11:42 main:574] : INFO : Epoch 167 | loss: 4.16136e-05 | val_loss: 4.37482e-05 | Time: 3993.69 ms [2020-11-12 01:11:46 main:574] : INFO : Epoch 168 | loss: 4.19666e-05 | val_loss: 4.19256e-05 | Time: 3773.88 ms [2020-11-12 01:11:50 main:574] : INFO : Epoch 169 | loss: 4.11816e-05 | val_loss: 4.29824e-05 | Time: 3949.07 ms [2020-11-12 01:11:54 main:574] : INFO : Epoch 170 | loss: 4.11254e-05 | val_loss: 4.38194e-05 | Time: 3755.59 ms [2020-11-12 01:11:58 main:574] : INFO : Epoch 171 | loss: 4.11828e-05 | val_loss: 4.24402e-05 | Time: 3954.63 ms [2020-11-12 01:12:02 main:574] : INFO : Epoch 172 | loss: 4.04639e-05 | val_loss: 4.29167e-05 | Time: 3978.87 ms [2020-11-12 01:12:06 main:574] : INFO : Epoch 173 | loss: 4.03557e-05 | val_loss: 4.23135e-05 | Time: 3734.73 ms [2020-11-12 01:12:10 main:574] : INFO : Epoch 174 | loss: 4.04437e-05 | val_loss: 4.36057e-05 | Time: 3945.53 ms [2020-11-12 01:12:14 main:574] : INFO : Epoch 175 | loss: 4.05408e-05 | val_loss: 4.18586e-05 | Time: 3770.93 ms [2020-11-12 01:12:18 main:574] : INFO : Epoch 176 | loss: 4.033e-05 | val_loss: 4.13841e-05 | Time: 3953.8 ms [2020-11-12 01:12:22 main:574] : INFO : Epoch 177 | loss: 4.04544e-05 | val_loss: 4.17504e-05 | Time: 3964.4 ms [2020-11-12 01:12:26 main:574] : INFO : Epoch 178 | loss: 4.02537e-05 | val_loss: 4.21819e-05 | Time: 3757.4 ms [2020-11-12 01:12:30 main:574] : INFO : Epoch 179 | loss: 3.95435e-05 | val_loss: 4.14737e-05 | Time: 4129.58 ms [2020-11-12 01:12:34 main:574] : INFO : Epoch 180 | loss: 3.96208e-05 | val_loss: 4.05488e-05 | Time: 3823.75 ms [2020-11-12 01:12:38 main:574] : INFO : Epoch 181 | loss: 3.91999e-05 | val_loss: 4.2221e-05 | Time: 3951.28 ms [2020-11-12 01:12:42 main:574] : INFO : Epoch 182 | loss: 4.03508e-05 | val_loss: 4.03767e-05 | Time: 3933.97 ms [2020-11-12 01:12:45 main:574] : INFO : Epoch 183 | loss: 3.90061e-05 | val_loss: 4.04349e-05 | Time: 3781.91 ms [2020-11-12 01:12:49 main:574] : INFO : Epoch 184 | loss: 3.87977e-05 | val_loss: 4.15718e-05 | Time: 3959.43 ms [2020-11-12 01:12:53 main:574] : INFO : Epoch 185 | loss: 3.95438e-05 | val_loss: 4.06351e-05 | Time: 3790.78 ms [2020-11-12 01:12:57 main:574] : INFO : Epoch 186 | loss: 3.86969e-05 | val_loss: 4.00582e-05 | Time: 3966.97 ms [2020-11-12 01:13:01 main:574] : INFO : Epoch 187 | loss: 3.87363e-05 | val_loss: 4.00569e-05 | Time: 3949.72 ms [2020-11-12 01:13:05 main:574] : INFO : Epoch 188 | loss: 3.85195e-05 | val_loss: 4.11788e-05 | Time: 3776.92 ms [2020-11-12 01:13:09 main:574] : INFO : Epoch 189 | loss: 3.85442e-05 | val_loss: 4.06582e-05 | Time: 3958.86 ms [2020-11-12 01:13:13 main:574] : INFO : Epoch 190 | loss: 3.81044e-05 | val_loss: 4.0107e-05 | Time: 3841.9 ms [2020-11-12 01:13:17 main:574] : INFO : Epoch 191 | loss: 3.81619e-05 | val_loss: 3.99335e-05 | Time: 3895.18 ms [2020-11-12 01:13:21 main:574] : INFO : Epoch 192 | loss: 3.78245e-05 | val_loss: 3.89594e-05 | Time: 3953.63 ms [2020-11-12 01:13:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.89594e-05 [2020-11-12 01:13:21 main:603] : INFO : Saving end state to config to file [2020-11-12 01:13:21 main:608] : INFO : Success, exiting.. 01:13:21 (6448): 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)