Task 2851077
| Name | rand_automata_0089-1604949534-6086-1_1 |
| Workunit | 1285376 |
| Created | 11 Nov 2020, 8:10:17 UTC |
| Sent | 11 Nov 2020, 8:10:21 UTC |
| Report deadline | 18 Nov 2020, 8:10:21 UTC |
| Received | 11 Nov 2020, 12:59:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 13 min 28 sec |
| CPU time | 12 min 48 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) [2020-11-11 14:46:03 main:435] : INFO : Set logging level to 1 [2020-11-11 14:46:03 main:441] : INFO : Running in BOINC Client mode [2020-11-11 14:46:03 main:444] : INFO : Resolving all filenames [2020-11-11 14:46:03 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 (exists = 1) [2020-11-11 14:46:03 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-1604949534-6086-1_1_r1569255520_1 (exists = 0) [2020-11-11 14:46:03 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-1604949534-6086-1_1_r1569255520_0 (exists = 0) [2020-11-11 14:46:03 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-1604949534-6086-1 (exists = 1) [2020-11-11 14:46:04 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 14:46:04 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 [2020-11-11 14:46:04 main:474] : INFO : Configuration: [2020-11-11 14:46:04 main:475] : INFO : Model type: LSTM [2020-11-11 14:46:04 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 14:46:04 main:477] : INFO : Max Epochs: 192 [2020-11-11 14:46:04 main:478] : INFO : Batch Size: 32 [2020-11-11 14:46:04 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 14:46:04 main:480] : INFO : Patience: 10 [2020-11-11 14:46:04 main:481] : INFO : Hidden Width: 64 [2020-11-11 14:46:04 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 14:46:04 main:483] : INFO : # Backend Layers: 2 [2020-11-11 14:46:04 main:484] : INFO : # Threads: 1 [2020-11-11 14:46:04 main:486] : INFO : Preparing Dataset [2020-11-11 14:46:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-11 14:46:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-11 14:46:06 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 14:46:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-11 14:46:06 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0089-train-val-dataset.hdf5 into memory [2020-11-11 14:46:06 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 14:46:06 main:494] : INFO : Creating Model [2020-11-11 14:46:06 main:507] : INFO : Preparing config file [2020-11-11 14:46:07 main:519] : INFO : Creating new config file [2020-11-11 14:46:07 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 14:46:08 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 14:46:08 main:562] : INFO : Starting Training [2020-11-11 14:46:12 main:574] : INFO : Epoch 1 | loss: 0.000209057 | val_loss: 0.000188146 | Time: 4201.44 ms [2020-11-11 14:46:16 main:574] : INFO : Epoch 2 | loss: 0.000186401 | val_loss: 0.000186893 | Time: 4072.02 ms [2020-11-11 14:46:20 main:574] : INFO : Epoch 3 | loss: 0.0001865 | val_loss: 0.000186779 | Time: 4161.12 ms [2020-11-11 14:46:24 main:574] : INFO : Epoch 4 | loss: 0.000183466 | val_loss: 0.000182694 | Time: 3883.9 ms [2020-11-11 14:46:28 main:574] : INFO : Epoch 5 | loss: 0.000183563 | val_loss: 0.000181447 | Time: 4089.59 ms [2020-11-11 14:46:32 main:574] : INFO : Epoch 6 | loss: 0.000179296 | val_loss: 0.000177479 | Time: 3859.02 ms [2020-11-11 14:46:36 main:574] : INFO : Epoch 7 | loss: 0.000177079 | val_loss: 0.000176199 | Time: 4135.3 ms [2020-11-11 14:46:41 main:574] : INFO : Epoch 8 | loss: 0.000175152 | val_loss: 0.00017464 | Time: 4118.69 ms [2020-11-11 14:46:44 main:574] : INFO : Epoch 9 | loss: 0.000172662 | val_loss: 0.000170228 | Time: 3860.83 ms [2020-11-11 14:46:49 main:574] : INFO : Epoch 10 | loss: 0.000169745 | val_loss: 0.000169687 | Time: 4140.27 ms [2020-11-11 14:46:52 main:574] : INFO : Epoch 11 | loss: 0.000167327 | val_loss: 0.000169181 | Time: 3840.6 ms [2020-11-11 14:46:57 main:574] : INFO : Epoch 12 | loss: 0.000166413 | val_loss: 0.000165952 | Time: 4136.34 ms [2020-11-11 14:47:01 main:574] : INFO : Epoch 13 | loss: 0.000163236 | val_loss: 0.000161986 | Time: 4065.92 ms [2020-11-11 14:47:05 main:574] : INFO : Epoch 14 | loss: 0.000161664 | val_loss: 0.000160556 | Time: 3809.58 ms [2020-11-11 14:47:09 main:574] : INFO : Epoch 15 | loss: 0.000159676 | val_loss: 0.000161822 | Time: 4129.15 ms [2020-11-11 14:47:13 main:574] : INFO : Epoch 16 | loss: 0.000157672 | val_loss: 0.000157507 | Time: 3830.34 ms [2020-11-11 14:47:17 main:574] : INFO : Epoch 17 | loss: 0.000154828 | val_loss: 0.000154336 | Time: 4169.7 ms [2020-11-11 14:47:21 main:574] : INFO : Epoch 18 | loss: 0.000153861 | val_loss: 0.000154561 | Time: 4085.32 ms [2020-11-11 14:47:25 main:574] : INFO : Epoch 19 | loss: 0.000151148 | val_loss: 0.000150723 | Time: 3916.6 ms [2020-11-11 14:47:29 main:574] : INFO : Epoch 20 | loss: 0.000149073 | val_loss: 0.000152276 | Time: 4183.4 ms [2020-11-11 14:47:33 main:574] : INFO : Epoch 21 | loss: 0.000148485 | val_loss: 0.000152318 | Time: 3854.44 ms [2020-11-11 14:47:37 main:574] : INFO : Epoch 22 | loss: 0.000149131 | val_loss: 0.000146008 | Time: 4183.75 ms [2020-11-11 14:47:42 main:574] : INFO : Epoch 23 | loss: 0.000143841 | val_loss: 0.000146799 | Time: 4019.92 ms [2020-11-11 14:47:46 main:574] : INFO : Epoch 24 | loss: 0.000143929 | val_loss: 0.000143189 | Time: 4036.02 ms [2020-11-11 14:47:50 main:574] : INFO : Epoch 25 | loss: 0.000140435 | val_loss: 0.000144506 | Time: 4103.48 ms [2020-11-11 14:47:54 main:574] : INFO : Epoch 26 | loss: 0.000138999 | val_loss: 0.000137113 | Time: 3840.11 ms [2020-11-11 14:47:58 main:574] : INFO : Epoch 27 | loss: 0.000139447 | val_loss: 0.000137804 | Time: 4080.53 ms [2020-11-11 14:48:02 main:574] : INFO : Epoch 28 | loss: 0.000135977 | val_loss: 0.000136812 | Time: 3907.34 ms [2020-11-11 14:48:06 main:574] : INFO : Epoch 29 | loss: 0.000133847 | val_loss: 0.000136852 | Time: 4216.4 ms [2020-11-11 14:48:10 main:574] : INFO : Epoch 30 | loss: 0.000133921 | val_loss: 0.000132807 | Time: 4251.52 ms [2020-11-11 14:48:14 main:574] : INFO : Epoch 31 | loss: 0.000131324 | val_loss: 0.000131944 | Time: 3848.03 ms [2020-11-11 14:48:18 main:574] : INFO : Epoch 32 | loss: 0.000129988 | val_loss: 0.00012921 | Time: 4104.98 ms [2020-11-11 14:48:22 main:574] : INFO : Epoch 33 | loss: 0.000128383 | val_loss: 0.000129192 | Time: 3864.29 ms [2020-11-11 14:48:26 main:574] : INFO : Epoch 34 | loss: 0.000127549 | val_loss: 0.000126803 | Time: 4138.28 ms [2020-11-11 14:48:31 main:574] : INFO : Epoch 35 | loss: 0.000125905 | val_loss: 0.000127885 | Time: 4140.36 ms [2020-11-11 14:48:35 main:574] : INFO : Epoch 36 | loss: 0.000124291 | val_loss: 0.0001259 | Time: 3865.24 ms [2020-11-11 14:48:39 main:574] : INFO : Epoch 37 | loss: 0.000124165 | val_loss: 0.000124073 | Time: 4185.01 ms [2020-11-11 14:48:43 main:574] : INFO : Epoch 38 | loss: 0.000122076 | val_loss: 0.000124701 | Time: 3859.33 ms [2020-11-11 14:48:47 main:574] : INFO : Epoch 39 | loss: 0.000121807 | val_loss: 0.000121447 | Time: 4145.75 ms [2020-11-11 14:48:51 main:574] : INFO : Epoch 40 | loss: 0.000120366 | val_loss: 0.000119783 | Time: 4078.78 ms [2020-11-11 14:48:55 main:574] : INFO : Epoch 41 | loss: 0.000119611 | val_loss: 0.000122521 | Time: 3846.76 ms [2020-11-11 14:48:59 main:574] : INFO : Epoch 42 | loss: 0.000117644 | val_loss: 0.000118228 | Time: 4113.58 ms [2020-11-11 14:49:03 main:574] : INFO : Epoch 43 | loss: 0.000116174 | val_loss: 0.000116722 | Time: 3841.02 ms [2020-11-11 14:49:07 main:574] : INFO : Epoch 44 | loss: 0.000115825 | val_loss: 0.000116545 | Time: 4136.54 ms [2020-11-11 14:49:11 main:574] : INFO : Epoch 45 | loss: 0.000114329 | val_loss: 0.000115071 | Time: 4054.2 ms [2020-11-11 14:49:15 main:574] : INFO : Epoch 46 | loss: 0.000114573 | val_loss: 0.000116066 | Time: 3961.36 ms [2020-11-11 14:49:20 main:574] : INFO : Epoch 47 | loss: 0.000112521 | val_loss: 0.000113537 | Time: 4188.32 ms [2020-11-11 14:49:23 main:574] : INFO : Epoch 48 | loss: 0.000111252 | val_loss: 0.000112804 | Time: 3841.38 ms [2020-11-11 14:49:28 main:574] : INFO : Epoch 49 | loss: 0.000110075 | val_loss: 0.000110167 | Time: 4120.36 ms [2020-11-11 14:49:32 main:574] : INFO : Epoch 50 | loss: 0.000108941 | val_loss: 0.000110459 | Time: 3997.7 ms [2020-11-11 14:49:36 main:574] : INFO : Epoch 51 | loss: 0.000107751 | val_loss: 0.000111384 | Time: 4097.2 ms [2020-11-11 14:49:40 main:574] : INFO : Epoch 52 | loss: 0.000107191 | val_loss: 0.000109246 | Time: 4198.08 ms [2020-11-11 14:49:44 main:574] : INFO : Epoch 53 | loss: 0.000106444 | val_loss: 0.000107564 | Time: 3866.15 ms [2020-11-11 14:49:48 main:574] : INFO : Epoch 54 | loss: 0.000107363 | val_loss: 0.000107133 | Time: 4080.68 ms [2020-11-11 14:49:52 main:574] : INFO : Epoch 55 | loss: 0.000104835 | val_loss: 0.00010565 | Time: 3846.2 ms [2020-11-11 14:49:56 main:574] : INFO : Epoch 56 | loss: 0.000103672 | val_loss: 0.000104712 | Time: 4160.24 ms [2020-11-11 14:50:00 main:574] : INFO : Epoch 57 | loss: 0.000102422 | val_loss: 0.000103839 | Time: 4148.36 ms [2020-11-11 14:50:04 main:574] : INFO : Epoch 58 | loss: 0.000101961 | val_loss: 0.000102259 | Time: 3851.43 ms [2020-11-11 14:50:09 main:574] : INFO : Epoch 59 | loss: 0.000100778 | val_loss: 0.000103083 | Time: 4111.89 ms [2020-11-11 14:50:12 main:574] : INFO : Epoch 60 | loss: 0.000100697 | val_loss: 0.000101978 | Time: 3881.42 ms [2020-11-11 14:50:17 main:574] : INFO : Epoch 61 | loss: 0.000100071 | val_loss: 9.97993e-05 | Time: 4150.03 ms [2020-11-11 14:50:21 main:574] : INFO : Epoch 62 | loss: 9.83104e-05 | val_loss: 0.000102144 | Time: 4161.41 ms [2020-11-11 14:50:25 main:574] : INFO : Epoch 63 | loss: 9.79828e-05 | val_loss: 9.90001e-05 | Time: 3884.36 ms [2020-11-11 14:50:29 main:574] : INFO : Epoch 64 | loss: 9.71527e-05 | val_loss: 9.80627e-05 | Time: 4147.16 ms [2020-11-11 14:50:33 main:574] : INFO : Epoch 65 | loss: 9.61525e-05 | val_loss: 9.73764e-05 | Time: 3840.87 ms [2020-11-11 14:50:37 main:574] : INFO : Epoch 66 | loss: 9.52914e-05 | val_loss: 9.68218e-05 | Time: 4106.03 ms [2020-11-11 14:50:41 main:574] : INFO : Epoch 67 | loss: 9.46482e-05 | val_loss: 9.79772e-05 | Time: 4079.67 ms [2020-11-11 14:50:45 main:574] : INFO : Epoch 68 | loss: 9.49388e-05 | val_loss: 9.55813e-05 | Time: 3816.31 ms [2020-11-11 14:50:49 main:574] : INFO : Epoch 69 | loss: 9.37416e-05 | val_loss: 9.51649e-05 | Time: 4091.43 ms [2020-11-11 14:50:53 main:574] : INFO : Epoch 70 | loss: 9.30008e-05 | val_loss: 9.53522e-05 | Time: 3874.65 ms [2020-11-11 14:50:57 main:574] : INFO : Epoch 71 | loss: 9.22901e-05 | val_loss: 9.37128e-05 | Time: 4159.73 ms [2020-11-11 14:51:01 main:574] : INFO : Epoch 72 | loss: 9.18579e-05 | val_loss: 9.34767e-05 | Time: 4052.87 ms [2020-11-11 14:51:05 main:574] : INFO : Epoch 73 | loss: 9.01874e-05 | val_loss: 9.26931e-05 | Time: 3953.29 ms [2020-11-11 14:51:10 main:574] : INFO : Epoch 74 | loss: 8.97955e-05 | val_loss: 9.30531e-05 | Time: 4134.11 ms [2020-11-11 14:51:14 main:574] : INFO : Epoch 75 | loss: 8.9253e-05 | val_loss: 9.03096e-05 | Time: 3903.43 ms [2020-11-11 14:51:18 main:574] : INFO : Epoch 76 | loss: 8.98031e-05 | val_loss: 9.06351e-05 | Time: 4102.24 ms [2020-11-11 14:51:22 main:574] : INFO : Epoch 77 | loss: 8.79424e-05 | val_loss: 8.89878e-05 | Time: 3967.58 ms [2020-11-11 14:51:26 main:574] : INFO : Epoch 78 | loss: 8.82122e-05 | val_loss: 8.82507e-05 | Time: 4143.68 ms [2020-11-11 14:51:30 main:574] : INFO : Epoch 79 | loss: 8.75947e-05 | val_loss: 8.75725e-05 | Time: 4179.78 ms [2020-11-11 14:51:34 main:574] : INFO : Epoch 80 | loss: 8.6212e-05 | val_loss: 8.82297e-05 | Time: 3869.02 ms [2020-11-11 14:51:38 main:574] : INFO : Epoch 81 | loss: 8.53691e-05 | val_loss: 8.71235e-05 | Time: 4135.28 ms [2020-11-11 14:51:42 main:574] : INFO : Epoch 82 | loss: 8.45462e-05 | val_loss: 8.54473e-05 | Time: 3830.52 ms [2020-11-11 14:51:46 main:574] : INFO : Epoch 83 | loss: 8.48099e-05 | val_loss: 8.53218e-05 | Time: 4115.31 ms [2020-11-11 14:51:51 main:574] : INFO : Epoch 84 | loss: 8.6359e-05 | val_loss: 8.68502e-05 | Time: 4178.55 ms [2020-11-11 14:51:54 main:574] : INFO : Epoch 85 | loss: 8.37862e-05 | val_loss: 8.54625e-05 | Time: 3853.36 ms [2020-11-11 14:51:59 main:574] : INFO : Epoch 86 | loss: 8.23068e-05 | val_loss: 8.39608e-05 | Time: 4116.9 ms [2020-11-11 14:52:02 main:574] : INFO : Epoch 87 | loss: 8.36798e-05 | val_loss: 8.44512e-05 | Time: 3844.53 ms [2020-11-11 14:52:07 main:574] : INFO : Epoch 88 | loss: 8.29606e-05 | val_loss: 8.35829e-05 | Time: 4183.97 ms [2020-11-11 14:52:11 main:574] : INFO : Epoch 89 | loss: 8.1159e-05 | val_loss: 8.24362e-05 | Time: 4154.06 ms [2020-11-11 14:52:15 main:574] : INFO : Epoch 90 | loss: 8.06819e-05 | val_loss: 8.28943e-05 | Time: 3872.92 ms [2020-11-11 14:52:19 main:574] : INFO : Epoch 91 | loss: 7.9934e-05 | val_loss: 8.2084e-05 | Time: 4175.33 ms [2020-11-11 14:52:23 main:574] : INFO : Epoch 92 | loss: 7.9579e-05 | val_loss: 8.27396e-05 | Time: 3861.13 ms [2020-11-11 14:52:27 main:574] : INFO : Epoch 93 | loss: 7.91474e-05 | val_loss: 8.02726e-05 | Time: 4110.31 ms [2020-11-11 14:52:31 main:574] : INFO : Epoch 94 | loss: 7.9168e-05 | val_loss: 8.00244e-05 | Time: 4073.28 ms [2020-11-11 14:52:35 main:574] : INFO : Epoch 95 | loss: 7.88042e-05 | val_loss: 8.06355e-05 | Time: 3881.25 ms [2020-11-11 14:52:39 main:574] : INFO : Epoch 96 | loss: 7.80598e-05 | val_loss: 7.84487e-05 | Time: 4094.73 ms [2020-11-11 14:52:43 main:574] : INFO : Epoch 97 | loss: 7.73753e-05 | val_loss: 7.89875e-05 | Time: 3821.79 ms [2020-11-11 14:52:47 main:574] : INFO : Epoch 98 | loss: 7.71659e-05 | val_loss: 8.19434e-05 | Time: 4150.22 ms [2020-11-11 14:52:51 main:574] : INFO : Epoch 99 | loss: 7.67678e-05 | val_loss: 7.8891e-05 | Time: 4020.55 ms [2020-11-11 14:52:56 main:574] : INFO : Epoch 100 | loss: 7.63182e-05 | val_loss: 7.74166e-05 | Time: 3994.02 ms [2020-11-11 14:53:00 main:574] : INFO : Epoch 101 | loss: 7.53135e-05 | val_loss: 7.65474e-05 | Time: 4148.4 ms [2020-11-11 14:53:04 main:574] : INFO : Epoch 102 | loss: 7.51976e-05 | val_loss: 7.71536e-05 | Time: 3852.66 ms [2020-11-11 14:53:08 main:574] : INFO : Epoch 103 | loss: 7.5098e-05 | val_loss: 7.76956e-05 | Time: 4093.52 ms [2020-11-11 14:53:12 main:574] : INFO : Epoch 104 | loss: 7.45183e-05 | val_loss: 7.58812e-05 | Time: 4004.13 ms [2020-11-11 14:53:16 main:574] : INFO : Epoch 105 | loss: 7.3808e-05 | val_loss: 7.64186e-05 | Time: 4221.17 ms [2020-11-11 14:53:20 main:574] : INFO : Epoch 106 | loss: 7.38581e-05 | val_loss: 7.51077e-05 | Time: 4151.37 ms [2020-11-11 14:53:24 main:574] : INFO : Epoch 107 | loss: 7.3402e-05 | val_loss: 7.49685e-05 | Time: 3842.79 ms [2020-11-11 14:53:28 main:574] : INFO : Epoch 108 | loss: 7.32476e-05 | val_loss: 7.42307e-05 | Time: 4137.11 ms [2020-11-11 14:53:32 main:574] : INFO : Epoch 109 | loss: 7.22359e-05 | val_loss: 7.50012e-05 | Time: 3882.72 ms [2020-11-11 14:53:36 main:574] : INFO : Epoch 110 | loss: 7.27118e-05 | val_loss: 7.50781e-05 | Time: 4114.66 ms [2020-11-11 14:53:41 main:574] : INFO : Epoch 111 | loss: 7.17813e-05 | val_loss: 7.45622e-05 | Time: 4173.94 ms [2020-11-11 14:53:45 main:574] : INFO : Epoch 112 | loss: 7.09402e-05 | val_loss: 7.32048e-05 | Time: 3882.47 ms [2020-11-11 14:53:49 main:574] : INFO : Epoch 113 | loss: 7.07622e-05 | val_loss: 7.25308e-05 | Time: 4152.73 ms [2020-11-11 14:53:53 main:574] : INFO : Epoch 114 | loss: 7.01362e-05 | val_loss: 7.20762e-05 | Time: 3828.23 ms [2020-11-11 14:53:57 main:574] : INFO : Epoch 115 | loss: 6.99003e-05 | val_loss: 7.0985e-05 | Time: 4177.31 ms [2020-11-11 14:54:01 main:574] : INFO : Epoch 116 | loss: 6.97953e-05 | val_loss: 7.05145e-05 | Time: 4155.93 ms [2020-11-11 14:54:05 main:574] : INFO : Epoch 117 | loss: 7.01362e-05 | val_loss: 7.04043e-05 | Time: 3901.42 ms [2020-11-11 14:54:09 main:574] : INFO : Epoch 118 | loss: 6.92623e-05 | val_loss: 7.03826e-05 | Time: 4107.69 ms [2020-11-11 14:54:13 main:574] : INFO : Epoch 119 | loss: 6.85041e-05 | val_loss: 7.05765e-05 | Time: 3890.07 ms [2020-11-11 14:54:17 main:574] : INFO : Epoch 120 | loss: 6.85826e-05 | val_loss: 6.96173e-05 | Time: 4111.5 ms [2020-11-11 14:54:21 main:574] : INFO : Epoch 121 | loss: 6.77022e-05 | val_loss: 6.97901e-05 | Time: 4052.02 ms [2020-11-11 14:54:25 main:574] : INFO : Epoch 122 | loss: 6.7573e-05 | val_loss: 6.99155e-05 | Time: 3941.97 ms [2020-11-11 14:54:30 main:574] : INFO : Epoch 123 | loss: 6.8132e-05 | val_loss: 7.08091e-05 | Time: 4112.56 ms [2020-11-11 14:54:33 main:574] : INFO : Epoch 124 | loss: 6.71058e-05 | val_loss: 6.79949e-05 | Time: 3882.16 ms [2020-11-11 14:54:38 main:574] : INFO : Epoch 125 | loss: 6.6474e-05 | val_loss: 6.87492e-05 | Time: 4159.86 ms [2020-11-11 14:54:42 main:574] : INFO : Epoch 126 | loss: 6.62884e-05 | val_loss: 6.78823e-05 | Time: 3962.64 ms [2020-11-11 14:54:46 main:574] : INFO : Epoch 127 | loss: 6.59585e-05 | val_loss: 6.86569e-05 | Time: 3987.95 ms [2020-11-11 14:54:50 main:574] : INFO : Epoch 128 | loss: 6.54206e-05 | val_loss: 6.85857e-05 | Time: 4133.56 ms [2020-11-11 14:54:54 main:574] : INFO : Epoch 129 | loss: 6.53771e-05 | val_loss: 6.70919e-05 | Time: 3825.57 ms [2020-11-11 14:54:58 main:574] : INFO : Epoch 130 | loss: 6.51586e-05 | val_loss: 6.77577e-05 | Time: 4119.11 ms [2020-11-11 14:55:02 main:574] : INFO : Epoch 131 | loss: 6.58044e-05 | val_loss: 0.00012037 | Time: 3898.06 ms [2020-11-11 14:55:06 main:574] : INFO : Epoch 132 | loss: 7.10704e-05 | val_loss: 6.66873e-05 | Time: 4155.82 ms [2020-11-11 14:55:10 main:574] : INFO : Epoch 133 | loss: 6.38451e-05 | val_loss: 6.62226e-05 | Time: 4127.91 ms [2020-11-11 14:55:14 main:574] : INFO : Epoch 134 | loss: 6.43841e-05 | val_loss: 6.52067e-05 | Time: 3871.74 ms [2020-11-11 14:55:18 main:574] : INFO : Epoch 135 | loss: 6.30762e-05 | val_loss: 6.48476e-05 | Time: 4100.78 ms [2020-11-11 14:55:22 main:574] : INFO : Epoch 136 | loss: 6.31484e-05 | val_loss: 6.53529e-05 | Time: 3862.54 ms [2020-11-11 14:55:26 main:574] : INFO : Epoch 137 | loss: 6.25346e-05 | val_loss: 6.3976e-05 | Time: 4135.95 ms [2020-11-11 14:55:31 main:574] : INFO : Epoch 138 | loss: 6.21246e-05 | val_loss: 6.5484e-05 | Time: 4286.65 ms [2020-11-11 14:55:35 main:574] : INFO : Epoch 139 | loss: 6.33451e-05 | val_loss: 6.37992e-05 | Time: 3985.31 ms [2020-11-11 14:55:39 main:574] : INFO : Epoch 140 | loss: 6.15583e-05 | val_loss: 6.4244e-05 | Time: 4379.81 ms [2020-11-11 14:55:44 main:574] : INFO : Epoch 141 | loss: 6.16357e-05 | val_loss: 6.70826e-05 | Time: 4283.87 ms [2020-11-11 14:55:48 main:574] : INFO : Epoch 142 | loss: 6.18373e-05 | val_loss: 6.45514e-05 | Time: 4276.27 ms [2020-11-11 14:55:52 main:574] : INFO : Epoch 143 | loss: 6.10358e-05 | val_loss: 6.34761e-05 | Time: 3907.92 ms [2020-11-11 14:55:56 main:574] : INFO : Epoch 144 | loss: 6.19938e-05 | val_loss: 6.30438e-05 | Time: 4111.71 ms [2020-11-11 14:56:00 main:574] : INFO : Epoch 145 | loss: 6.03411e-05 | val_loss: 6.34949e-05 | Time: 4188.26 ms [2020-11-11 14:56:04 main:574] : INFO : Epoch 146 | loss: 6.00428e-05 | val_loss: 6.19119e-05 | Time: 3885.87 ms [2020-11-11 14:56:08 main:574] : INFO : Epoch 147 | loss: 5.99187e-05 | val_loss: 6.16129e-05 | Time: 4166.67 ms [2020-11-11 14:56:12 main:574] : INFO : Epoch 148 | loss: 6.01603e-05 | val_loss: 6.23907e-05 | Time: 3859.3 ms [2020-11-11 14:56:16 main:574] : INFO : Epoch 149 | loss: 5.97134e-05 | val_loss: 6.09322e-05 | Time: 4097.15 ms [2020-11-11 14:56:21 main:574] : INFO : Epoch 150 | loss: 5.95135e-05 | val_loss: 6.03476e-05 | Time: 4091.99 ms [2020-11-11 14:56:25 main:574] : INFO : Epoch 151 | loss: 5.98764e-05 | val_loss: 6.05966e-05 | Time: 3858.51 ms [2020-11-11 14:56:29 main:574] : INFO : Epoch 152 | loss: 5.91704e-05 | val_loss: 6.1313e-05 | Time: 4177.5 ms [2020-11-11 14:56:33 main:574] : INFO : Epoch 153 | loss: 5.88635e-05 | val_loss: 6.07566e-05 | Time: 3849.16 ms [2020-11-11 14:56:37 main:574] : INFO : Epoch 154 | loss: 5.87889e-05 | val_loss: 6.48461e-05 | Time: 4118.37 ms [2020-11-11 14:56:41 main:574] : INFO : Epoch 155 | loss: 5.87163e-05 | val_loss: 6.02424e-05 | Time: 4137.75 ms [2020-11-11 14:56:45 main:574] : INFO : Epoch 156 | loss: 5.78304e-05 | val_loss: 6.05319e-05 | Time: 3813.4 ms [2020-11-11 14:56:49 main:574] : INFO : Epoch 157 | loss: 5.75107e-05 | val_loss: 6.03392e-05 | Time: 4177.27 ms [2020-11-11 14:56:53 main:574] : INFO : Epoch 158 | loss: 5.76652e-05 | val_loss: 6.04266e-05 | Time: 3871.78 ms [2020-11-11 14:56:57 main:574] : INFO : Epoch 159 | loss: 5.86863e-05 | val_loss: 5.97722e-05 | Time: 4198.03 ms [2020-11-11 14:57:01 main:574] : INFO : Epoch 160 | loss: 5.86261e-05 | val_loss: 5.96153e-05 | Time: 4069.86 ms [2020-11-11 14:57:05 main:574] : INFO : Epoch 161 | loss: 5.67135e-05 | val_loss: 5.82537e-05 | Time: 4028.72 ms [2020-11-11 14:57:10 main:574] : INFO : Epoch 162 | loss: 5.68901e-05 | val_loss: 5.79306e-05 | Time: 4136.76 ms [2020-11-11 14:57:14 main:574] : INFO : Epoch 163 | loss: 5.58839e-05 | val_loss: 5.82393e-05 | Time: 3805.11 ms [2020-11-11 14:57:18 main:574] : INFO : Epoch 164 | loss: 5.69438e-05 | val_loss: 5.85552e-05 | Time: 4087.58 ms [2020-11-11 14:57:22 main:574] : INFO : Epoch 165 | loss: 5.5871e-05 | val_loss: 5.77016e-05 | Time: 3877.38 ms [2020-11-11 14:57:26 main:574] : INFO : Epoch 166 | loss: 5.62156e-05 | val_loss: 5.82207e-05 | Time: 4141.12 ms [2020-11-11 14:57:30 main:574] : INFO : Epoch 167 | loss: 5.50654e-05 | val_loss: 5.63819e-05 | Time: 4155.17 ms [2020-11-11 14:57:34 main:574] : INFO : Epoch 168 | loss: 5.51168e-05 | val_loss: 6.16615e-05 | Time: 3843.75 ms [2020-11-11 14:57:38 main:574] : INFO : Epoch 169 | loss: 5.48954e-05 | val_loss: 5.67989e-05 | Time: 4171.85 ms [2020-11-11 14:57:42 main:574] : INFO : Epoch 170 | loss: 5.517e-05 | val_loss: 5.61748e-05 | Time: 3859.94 ms [2020-11-11 14:57:47 main:574] : INFO : Epoch 171 | loss: 5.69069e-05 | val_loss: 5.63546e-05 | Time: 4117.72 ms [2020-11-11 14:57:51 main:574] : INFO : Epoch 172 | loss: 5.42565e-05 | val_loss: 5.85784e-05 | Time: 4186.08 ms [2020-11-11 14:57:55 main:574] : INFO : Epoch 173 | loss: 5.41663e-05 | val_loss: 5.57746e-05 | Time: 3915.52 ms [2020-11-11 14:57:59 main:574] : INFO : Epoch 174 | loss: 5.34553e-05 | val_loss: 5.79017e-05 | Time: 4170.6 ms [2020-11-11 14:58:03 main:574] : INFO : Epoch 175 | loss: 5.41756e-05 | val_loss: 5.60145e-05 | Time: 3864.63 ms [2020-11-11 14:58:07 main:574] : INFO : Epoch 176 | loss: 5.37111e-05 | val_loss: 5.60659e-05 | Time: 4140.11 ms [2020-11-11 14:58:11 main:574] : INFO : Epoch 177 | loss: 5.35528e-05 | val_loss: 5.57375e-05 | Time: 4108.61 ms [2020-11-11 14:58:15 main:574] : INFO : Epoch 178 | loss: 5.37258e-05 | val_loss: 5.55982e-05 | Time: 3856.47 ms [2020-11-11 14:58:20 main:574] : INFO : Epoch 179 | loss: 5.34408e-05 | val_loss: 5.43674e-05 | Time: 4304.05 ms [2020-11-11 14:58:23 main:574] : INFO : Epoch 180 | loss: 5.28148e-05 | val_loss: 5.45564e-05 | Time: 3902.69 ms [2020-11-11 14:58:28 main:574] : INFO : Epoch 181 | loss: 5.31681e-05 | val_loss: 5.41338e-05 | Time: 4160.74 ms [2020-11-11 14:58:32 main:574] : INFO : Epoch 182 | loss: 7.53284e-05 | val_loss: 5.30678e-05 | Time: 3962.89 ms [2020-11-11 14:58:36 main:574] : INFO : Epoch 183 | loss: 5.17366e-05 | val_loss: 5.39232e-05 | Time: 4025.57 ms [2020-11-11 14:58:40 main:574] : INFO : Epoch 184 | loss: 5.12301e-05 | val_loss: 5.30131e-05 | Time: 4162.32 ms [2020-11-11 14:58:44 main:574] : INFO : Epoch 185 | loss: 5.08939e-05 | val_loss: 5.33698e-05 | Time: 3841.89 ms [2020-11-11 14:58:48 main:574] : INFO : Epoch 186 | loss: 5.088e-05 | val_loss: 5.35828e-05 | Time: 4123 ms [2020-11-11 14:58:52 main:574] : INFO : Epoch 187 | loss: 5.17612e-05 | val_loss: 5.32624e-05 | Time: 3903.06 ms [2020-11-11 14:58:56 main:574] : INFO : Epoch 188 | loss: 5.08353e-05 | val_loss: 5.33198e-05 | Time: 4133.38 ms [2020-11-11 14:59:00 main:574] : INFO : Epoch 189 | loss: 5.07699e-05 | val_loss: 5.28884e-05 | Time: 4110.67 ms [2020-11-11 14:59:04 main:574] : INFO : Epoch 190 | loss: 5.06422e-05 | val_loss: 5.31241e-05 | Time: 3838.44 ms [2020-11-11 14:59:08 main:574] : INFO : Epoch 191 | loss: 5.03954e-05 | val_loss: 5.63617e-05 | Time: 4132.43 ms [2020-11-11 14:59:12 main:574] : INFO : Epoch 192 | loss: 5.0955e-05 | val_loss: 5.21724e-05 | Time: 3842.59 ms [2020-11-11 14:59:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 5.21724e-05 [2020-11-11 14:59:12 main:603] : INFO : Saving end state to config to file [2020-11-11 14:59:12 main:608] : INFO : Success, exiting.. 14:59:12 (14824): 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)