Task 2856308
| Name | rand_automata_0063-1604983439-2084-1_1 |
| Workunit | 1288301 |
| Created | 11 Nov 2020, 9:17:52 UTC |
| Sent | 11 Nov 2020, 9:18:23 UTC |
| Report deadline | 18 Nov 2020, 9:18:23 UTC |
| Received | 11 Nov 2020, 15:14:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 13 min 23 sec |
| CPU time | 12 min 44 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 17:01:06 main:435] : INFO : Set logging level to 1 [2020-11-11 17:01:06 main:441] : INFO : Running in BOINC Client mode [2020-11-11 17:01:06 main:444] : INFO : Resolving all filenames [2020-11-11 17:01:06 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 (exists = 1) [2020-11-11 17:01:06 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1604983439-2084-1_1_r223975763_1 (exists = 0) [2020-11-11 17:01:06 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1604983439-2084-1_1_r223975763_0 (exists = 0) [2020-11-11 17:01:06 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-1604983439-2084-1 (exists = 1) [2020-11-11 17:01:06 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 17:01:06 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0063-train-val-dataset.hdf5 [2020-11-11 17:01:06 main:474] : INFO : Configuration: [2020-11-11 17:01:06 main:475] : INFO : Model type: LSTM [2020-11-11 17:01:06 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 17:01:06 main:477] : INFO : Max Epochs: 192 [2020-11-11 17:01:06 main:478] : INFO : Batch Size: 32 [2020-11-11 17:01:06 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 17:01:06 main:480] : INFO : Patience: 10 [2020-11-11 17:01:06 main:481] : INFO : Hidden Width: 64 [2020-11-11 17:01:06 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 17:01:07 main:483] : INFO : # Backend Layers: 2 [2020-11-11 17:01:07 main:484] : INFO : # Threads: 1 [2020-11-11 17:01:07 main:486] : INFO : Preparing Dataset [2020-11-11 17:01:07 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 [2020-11-11 17:01:07 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 [2020-11-11 17:01:09 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 17:01:09 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 [2020-11-11 17:01:09 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 [2020-11-11 17:01:09 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 17:01:09 main:494] : INFO : Creating Model [2020-11-11 17:01:09 main:507] : INFO : Preparing config file [2020-11-11 17:01:09 main:519] : INFO : Creating new config file [2020-11-11 17:01:09 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 17:01:10 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 17:01:10 main:562] : INFO : Starting Training [2020-11-11 17:01:15 main:574] : INFO : Epoch 1 | loss: 0.000136835 | val_loss: 0.000105678 | Time: 4555.07 ms [2020-11-11 17:01:19 main:574] : INFO : Epoch 2 | loss: 0.00010059 | val_loss: 0.00010703 | Time: 3989.68 ms [2020-11-11 17:01:23 main:574] : INFO : Epoch 3 | loss: 0.000100853 | val_loss: 0.000106403 | Time: 4120.88 ms [2020-11-11 17:01:27 main:574] : INFO : Epoch 4 | loss: 0.000100776 | val_loss: 0.000105515 | Time: 3836.34 ms [2020-11-11 17:01:31 main:574] : INFO : Epoch 5 | loss: 0.000100168 | val_loss: 0.000105095 | Time: 4129.2 ms [2020-11-11 17:01:35 main:574] : INFO : Epoch 6 | loss: 9.97172e-05 | val_loss: 0.000105141 | Time: 3891.26 ms [2020-11-11 17:01:39 main:574] : INFO : Epoch 7 | loss: 9.96327e-05 | val_loss: 0.000103518 | Time: 3965.33 ms [2020-11-11 17:01:43 main:574] : INFO : Epoch 8 | loss: 9.83406e-05 | val_loss: 0.000101826 | Time: 4081.89 ms [2020-11-11 17:01:47 main:574] : INFO : Epoch 9 | loss: 9.73535e-05 | val_loss: 0.000102376 | Time: 3863.45 ms [2020-11-11 17:01:51 main:574] : INFO : Epoch 10 | loss: 9.66483e-05 | val_loss: 0.000101596 | Time: 4103.77 ms [2020-11-11 17:01:55 main:574] : INFO : Epoch 11 | loss: 9.55982e-05 | val_loss: 0.000100014 | Time: 3926.28 ms [2020-11-11 17:01:59 main:574] : INFO : Epoch 12 | loss: 9.4987e-05 | val_loss: 0.000100345 | Time: 4028.28 ms [2020-11-11 17:02:03 main:574] : INFO : Epoch 13 | loss: 9.34774e-05 | val_loss: 9.90437e-05 | Time: 4104.21 ms [2020-11-11 17:02:07 main:574] : INFO : Epoch 14 | loss: 9.29711e-05 | val_loss: 9.67632e-05 | Time: 3876.24 ms [2020-11-11 17:02:11 main:574] : INFO : Epoch 15 | loss: 9.17182e-05 | val_loss: 9.77027e-05 | Time: 4165.44 ms [2020-11-11 17:02:15 main:574] : INFO : Epoch 16 | loss: 9.12735e-05 | val_loss: 9.61507e-05 | Time: 3846.2 ms [2020-11-11 17:02:19 main:574] : INFO : Epoch 17 | loss: 9.00273e-05 | val_loss: 9.49228e-05 | Time: 4124.56 ms [2020-11-11 17:02:23 main:574] : INFO : Epoch 18 | loss: 8.96033e-05 | val_loss: 9.32489e-05 | Time: 4115.68 ms [2020-11-11 17:02:27 main:574] : INFO : Epoch 19 | loss: 8.8465e-05 | val_loss: 9.33182e-05 | Time: 3851.41 ms [2020-11-11 17:02:31 main:574] : INFO : Epoch 20 | loss: 8.81524e-05 | val_loss: 9.26052e-05 | Time: 4144.45 ms [2020-11-11 17:02:35 main:574] : INFO : Epoch 21 | loss: 8.71796e-05 | val_loss: 9.26508e-05 | Time: 3885.11 ms [2020-11-11 17:02:39 main:574] : INFO : Epoch 22 | loss: 8.62594e-05 | val_loss: 9.03473e-05 | Time: 4107.26 ms [2020-11-11 17:02:44 main:574] : INFO : Epoch 23 | loss: 8.53725e-05 | val_loss: 8.91093e-05 | Time: 4170.79 ms [2020-11-11 17:02:47 main:574] : INFO : Epoch 24 | loss: 8.45876e-05 | val_loss: 8.99241e-05 | Time: 3818.96 ms [2020-11-11 17:02:52 main:574] : INFO : Epoch 25 | loss: 8.38898e-05 | val_loss: 8.87678e-05 | Time: 4058.13 ms [2020-11-11 17:02:55 main:574] : INFO : Epoch 26 | loss: 8.25941e-05 | val_loss: 8.73965e-05 | Time: 3785.47 ms [2020-11-11 17:03:00 main:574] : INFO : Epoch 27 | loss: 8.24005e-05 | val_loss: 8.63645e-05 | Time: 4101.22 ms [2020-11-11 17:03:04 main:574] : INFO : Epoch 28 | loss: 8.14354e-05 | val_loss: 8.51395e-05 | Time: 4136.01 ms [2020-11-11 17:03:08 main:574] : INFO : Epoch 29 | loss: 8.04532e-05 | val_loss: 8.48288e-05 | Time: 3832.93 ms [2020-11-11 17:03:12 main:574] : INFO : Epoch 30 | loss: 7.9818e-05 | val_loss: 8.35724e-05 | Time: 4071.15 ms [2020-11-11 17:03:16 main:574] : INFO : Epoch 31 | loss: 7.94144e-05 | val_loss: 8.45649e-05 | Time: 3823.37 ms [2020-11-11 17:03:20 main:574] : INFO : Epoch 32 | loss: 7.86061e-05 | val_loss: 8.33053e-05 | Time: 4172.16 ms [2020-11-11 17:03:24 main:574] : INFO : Epoch 33 | loss: 7.81841e-05 | val_loss: 8.3308e-05 | Time: 4102.31 ms [2020-11-11 17:03:28 main:574] : INFO : Epoch 34 | loss: 7.74516e-05 | val_loss: 8.14089e-05 | Time: 3847.36 ms [2020-11-11 17:03:32 main:574] : INFO : Epoch 35 | loss: 7.67868e-05 | val_loss: 7.98217e-05 | Time: 4094.97 ms [2020-11-11 17:03:36 main:574] : INFO : Epoch 36 | loss: 7.62469e-05 | val_loss: 8.11077e-05 | Time: 3851.36 ms [2020-11-11 17:03:40 main:574] : INFO : Epoch 37 | loss: 7.55308e-05 | val_loss: 7.90105e-05 | Time: 4140.19 ms [2020-11-11 17:03:44 main:574] : INFO : Epoch 38 | loss: 7.48948e-05 | val_loss: 7.92724e-05 | Time: 4087.07 ms [2020-11-11 17:03:48 main:574] : INFO : Epoch 39 | loss: 7.40398e-05 | val_loss: 7.84803e-05 | Time: 3818.31 ms [2020-11-11 17:03:52 main:574] : INFO : Epoch 40 | loss: 7.36171e-05 | val_loss: 7.77969e-05 | Time: 4077.46 ms [2020-11-11 17:03:56 main:574] : INFO : Epoch 41 | loss: 7.29993e-05 | val_loss: 7.74099e-05 | Time: 3833.69 ms [2020-11-11 17:04:00 main:574] : INFO : Epoch 42 | loss: 7.24801e-05 | val_loss: 7.68594e-05 | Time: 4236.83 ms [2020-11-11 17:04:04 main:574] : INFO : Epoch 43 | loss: 7.19709e-05 | val_loss: 7.56003e-05 | Time: 4024.99 ms [2020-11-11 17:04:08 main:574] : INFO : Epoch 44 | loss: 7.15983e-05 | val_loss: 7.69436e-05 | Time: 3941.36 ms [2020-11-11 17:04:13 main:574] : INFO : Epoch 45 | loss: 7.09754e-05 | val_loss: 7.50967e-05 | Time: 4165.15 ms [2020-11-11 17:04:16 main:574] : INFO : Epoch 46 | loss: 7.04801e-05 | val_loss: 7.34464e-05 | Time: 3833.58 ms [2020-11-11 17:04:21 main:574] : INFO : Epoch 47 | loss: 6.99554e-05 | val_loss: 7.35432e-05 | Time: 4127.05 ms [2020-11-11 17:04:25 main:574] : INFO : Epoch 48 | loss: 6.9087e-05 | val_loss: 7.37947e-05 | Time: 3944.83 ms [2020-11-11 17:04:29 main:574] : INFO : Epoch 49 | loss: 6.86276e-05 | val_loss: 7.24771e-05 | Time: 3985.7 ms [2020-11-11 17:04:33 main:574] : INFO : Epoch 50 | loss: 6.8071e-05 | val_loss: 7.24067e-05 | Time: 4136.12 ms [2020-11-11 17:04:37 main:574] : INFO : Epoch 51 | loss: 6.77716e-05 | val_loss: 7.26436e-05 | Time: 3831.32 ms [2020-11-11 17:04:41 main:574] : INFO : Epoch 52 | loss: 6.74465e-05 | val_loss: 7.13492e-05 | Time: 4092.17 ms [2020-11-11 17:04:45 main:574] : INFO : Epoch 53 | loss: 6.65882e-05 | val_loss: 7.16584e-05 | Time: 3846.05 ms [2020-11-11 17:04:49 main:574] : INFO : Epoch 54 | loss: 6.63195e-05 | val_loss: 7.03972e-05 | Time: 4024.93 ms [2020-11-11 17:04:53 main:574] : INFO : Epoch 55 | loss: 6.57405e-05 | val_loss: 6.90678e-05 | Time: 4115.12 ms [2020-11-11 17:04:57 main:574] : INFO : Epoch 56 | loss: 6.56576e-05 | val_loss: 6.95446e-05 | Time: 3835.64 ms [2020-11-11 17:05:01 main:574] : INFO : Epoch 57 | loss: 6.499e-05 | val_loss: 6.7926e-05 | Time: 4159.49 ms [2020-11-11 17:05:05 main:574] : INFO : Epoch 58 | loss: 6.4316e-05 | val_loss: 6.97785e-05 | Time: 3844.21 ms [2020-11-11 17:05:09 main:574] : INFO : Epoch 59 | loss: 6.4296e-05 | val_loss: 6.78544e-05 | Time: 4136.97 ms [2020-11-11 17:05:13 main:574] : INFO : Epoch 60 | loss: 6.36641e-05 | val_loss: 6.69785e-05 | Time: 4167.2 ms [2020-11-11 17:05:17 main:574] : INFO : Epoch 61 | loss: 6.28934e-05 | val_loss: 6.77599e-05 | Time: 3784.03 ms [2020-11-11 17:05:21 main:574] : INFO : Epoch 62 | loss: 6.2443e-05 | val_loss: 6.72063e-05 | Time: 4182.58 ms [2020-11-11 17:05:25 main:574] : INFO : Epoch 63 | loss: 6.24692e-05 | val_loss: 6.58979e-05 | Time: 3796 ms [2020-11-11 17:05:30 main:574] : INFO : Epoch 64 | loss: 6.19924e-05 | val_loss: 6.50806e-05 | Time: 4135.31 ms [2020-11-11 17:05:34 main:574] : INFO : Epoch 65 | loss: 6.16534e-05 | val_loss: 6.4162e-05 | Time: 4164.68 ms [2020-11-11 17:05:38 main:574] : INFO : Epoch 66 | loss: 6.07945e-05 | val_loss: 6.47309e-05 | Time: 3831.34 ms [2020-11-11 17:05:42 main:574] : INFO : Epoch 67 | loss: 6.10869e-05 | val_loss: 6.38995e-05 | Time: 4070.06 ms [2020-11-11 17:05:46 main:574] : INFO : Epoch 68 | loss: 6.00576e-05 | val_loss: 6.30446e-05 | Time: 3836.55 ms [2020-11-11 17:05:50 main:574] : INFO : Epoch 69 | loss: 5.98819e-05 | val_loss: 6.3273e-05 | Time: 4061.97 ms [2020-11-11 17:05:54 main:574] : INFO : Epoch 70 | loss: 5.94705e-05 | val_loss: 6.31509e-05 | Time: 4157.78 ms [2020-11-11 17:05:58 main:574] : INFO : Epoch 71 | loss: 5.9048e-05 | val_loss: 6.18249e-05 | Time: 3856.17 ms [2020-11-11 17:06:02 main:574] : INFO : Epoch 72 | loss: 5.88516e-05 | val_loss: 6.20174e-05 | Time: 4086.8 ms [2020-11-11 17:06:06 main:574] : INFO : Epoch 73 | loss: 5.83728e-05 | val_loss: 6.31589e-05 | Time: 3833.46 ms [2020-11-11 17:06:10 main:574] : INFO : Epoch 74 | loss: 5.79295e-05 | val_loss: 6.1946e-05 | Time: 4152.44 ms [2020-11-11 17:06:14 main:574] : INFO : Epoch 75 | loss: 5.79091e-05 | val_loss: 6.15851e-05 | Time: 4010.87 ms [2020-11-11 17:06:18 main:574] : INFO : Epoch 76 | loss: 5.71595e-05 | val_loss: 6.07968e-05 | Time: 4017.89 ms [2020-11-11 17:06:23 main:574] : INFO : Epoch 77 | loss: 5.70211e-05 | val_loss: 6.02742e-05 | Time: 4313.51 ms [2020-11-11 17:06:27 main:574] : INFO : Epoch 78 | loss: 5.63202e-05 | val_loss: 6.0216e-05 | Time: 3847.81 ms [2020-11-11 17:06:31 main:574] : INFO : Epoch 79 | loss: 5.64017e-05 | val_loss: 5.99031e-05 | Time: 4156 ms [2020-11-11 17:06:35 main:574] : INFO : Epoch 80 | loss: 5.59999e-05 | val_loss: 6.04321e-05 | Time: 3881.47 ms [2020-11-11 17:06:39 main:574] : INFO : Epoch 81 | loss: 5.54582e-05 | val_loss: 5.94364e-05 | Time: 4037.58 ms [2020-11-11 17:06:43 main:574] : INFO : Epoch 82 | loss: 5.51623e-05 | val_loss: 5.84286e-05 | Time: 4166.9 ms [2020-11-11 17:06:47 main:574] : INFO : Epoch 83 | loss: 5.50808e-05 | val_loss: 5.96745e-05 | Time: 3871.69 ms [2020-11-11 17:06:51 main:574] : INFO : Epoch 84 | loss: 5.48308e-05 | val_loss: 5.83348e-05 | Time: 4101.61 ms [2020-11-11 17:06:55 main:574] : INFO : Epoch 85 | loss: 5.45963e-05 | val_loss: 5.80901e-05 | Time: 3849.77 ms [2020-11-11 17:06:59 main:574] : INFO : Epoch 86 | loss: 5.41071e-05 | val_loss: 5.69816e-05 | Time: 4095.02 ms [2020-11-11 17:07:03 main:574] : INFO : Epoch 87 | loss: 5.36344e-05 | val_loss: 5.63603e-05 | Time: 4189.87 ms [2020-11-11 17:07:07 main:574] : INFO : Epoch 88 | loss: 5.30683e-05 | val_loss: 5.66443e-05 | Time: 3819.52 ms [2020-11-11 17:07:11 main:574] : INFO : Epoch 89 | loss: 5.32375e-05 | val_loss: 5.64582e-05 | Time: 4114.79 ms [2020-11-11 17:07:15 main:574] : INFO : Epoch 90 | loss: 5.27963e-05 | val_loss: 5.58485e-05 | Time: 3866.21 ms [2020-11-11 17:07:19 main:574] : INFO : Epoch 91 | loss: 5.30536e-05 | val_loss: 5.5714e-05 | Time: 4110.37 ms [2020-11-11 17:07:24 main:574] : INFO : Epoch 92 | loss: 5.20428e-05 | val_loss: 5.59814e-05 | Time: 4081.52 ms [2020-11-11 17:07:27 main:574] : INFO : Epoch 93 | loss: 5.18924e-05 | val_loss: 5.47384e-05 | Time: 3799.55 ms [2020-11-11 17:07:32 main:574] : INFO : Epoch 94 | loss: 5.16293e-05 | val_loss: 5.61187e-05 | Time: 4087.95 ms [2020-11-11 17:07:35 main:574] : INFO : Epoch 95 | loss: 5.16167e-05 | val_loss: 5.54867e-05 | Time: 3824.46 ms [2020-11-11 17:07:40 main:574] : INFO : Epoch 96 | loss: 5.09514e-05 | val_loss: 5.44993e-05 | Time: 4131.86 ms [2020-11-11 17:07:44 main:574] : INFO : Epoch 97 | loss: 5.07464e-05 | val_loss: 5.55239e-05 | Time: 4111.15 ms [2020-11-11 17:07:48 main:574] : INFO : Epoch 98 | loss: 5.05493e-05 | val_loss: 5.27821e-05 | Time: 3825.28 ms [2020-11-11 17:07:52 main:574] : INFO : Epoch 99 | loss: 5.02386e-05 | val_loss: 5.2909e-05 | Time: 4144.71 ms [2020-11-11 17:07:56 main:574] : INFO : Epoch 100 | loss: 5.00695e-05 | val_loss: 5.4203e-05 | Time: 3797.86 ms [2020-11-11 17:08:00 main:574] : INFO : Epoch 101 | loss: 4.95846e-05 | val_loss: 5.25135e-05 | Time: 4089.82 ms [2020-11-11 17:08:04 main:574] : INFO : Epoch 102 | loss: 4.97369e-05 | val_loss: 5.31407e-05 | Time: 4164.39 ms [2020-11-11 17:08:08 main:574] : INFO : Epoch 103 | loss: 4.91953e-05 | val_loss: 5.17798e-05 | Time: 3825.96 ms [2020-11-11 17:08:12 main:574] : INFO : Epoch 104 | loss: 4.88828e-05 | val_loss: 5.28818e-05 | Time: 4112.38 ms [2020-11-11 17:08:16 main:574] : INFO : Epoch 105 | loss: 4.89215e-05 | val_loss: 5.10521e-05 | Time: 3816.93 ms [2020-11-11 17:08:20 main:574] : INFO : Epoch 106 | loss: 4.8406e-05 | val_loss: 5.0367e-05 | Time: 4095.84 ms [2020-11-11 17:08:24 main:574] : INFO : Epoch 107 | loss: 4.86888e-05 | val_loss: 5.08403e-05 | Time: 4065.94 ms [2020-11-11 17:08:28 main:574] : INFO : Epoch 108 | loss: 4.76858e-05 | val_loss: 5.07503e-05 | Time: 3858.85 ms [2020-11-11 17:08:32 main:574] : INFO : Epoch 109 | loss: 4.75778e-05 | val_loss: 5.07333e-05 | Time: 4043.24 ms [2020-11-11 17:08:36 main:574] : INFO : Epoch 110 | loss: 4.76e-05 | val_loss: 5.04736e-05 | Time: 3839.43 ms [2020-11-11 17:08:40 main:574] : INFO : Epoch 111 | loss: 4.75148e-05 | val_loss: 5.28946e-05 | Time: 4151.02 ms [2020-11-11 17:08:44 main:574] : INFO : Epoch 112 | loss: 4.73128e-05 | val_loss: 5.20376e-05 | Time: 4037.45 ms [2020-11-11 17:08:48 main:574] : INFO : Epoch 113 | loss: 4.69092e-05 | val_loss: 5.06161e-05 | Time: 3931.91 ms [2020-11-11 17:08:53 main:574] : INFO : Epoch 114 | loss: 4.60687e-05 | val_loss: 4.97247e-05 | Time: 4124.35 ms [2020-11-11 17:08:56 main:574] : INFO : Epoch 115 | loss: 4.64206e-05 | val_loss: 5.06575e-05 | Time: 3856.33 ms [2020-11-11 17:09:01 main:574] : INFO : Epoch 116 | loss: 4.63167e-05 | val_loss: 4.96171e-05 | Time: 4158.05 ms [2020-11-11 17:09:05 main:574] : INFO : Epoch 117 | loss: 4.56957e-05 | val_loss: 4.85896e-05 | Time: 3934.4 ms [2020-11-11 17:09:09 main:574] : INFO : Epoch 118 | loss: 4.58235e-05 | val_loss: 4.91439e-05 | Time: 4042.03 ms [2020-11-11 17:09:13 main:574] : INFO : Epoch 119 | loss: 4.55516e-05 | val_loss: 4.97295e-05 | Time: 4178.16 ms [2020-11-11 17:09:17 main:574] : INFO : Epoch 120 | loss: 4.56341e-05 | val_loss: 4.87778e-05 | Time: 3821.67 ms [2020-11-11 17:09:21 main:574] : INFO : Epoch 121 | loss: 4.51594e-05 | val_loss: 4.83731e-05 | Time: 4154.64 ms [2020-11-11 17:09:25 main:574] : INFO : Epoch 122 | loss: 4.48814e-05 | val_loss: 4.79898e-05 | Time: 3829.96 ms [2020-11-11 17:09:29 main:574] : INFO : Epoch 123 | loss: 4.47948e-05 | val_loss: 4.86566e-05 | Time: 4061.91 ms [2020-11-11 17:09:33 main:574] : INFO : Epoch 124 | loss: 4.41606e-05 | val_loss: 4.72982e-05 | Time: 4161.28 ms [2020-11-11 17:09:37 main:574] : INFO : Epoch 125 | loss: 4.40713e-05 | val_loss: 4.73418e-05 | Time: 3839.37 ms [2020-11-11 17:09:41 main:574] : INFO : Epoch 126 | loss: 4.3941e-05 | val_loss: 4.78976e-05 | Time: 4134.32 ms [2020-11-11 17:09:45 main:574] : INFO : Epoch 127 | loss: 4.40089e-05 | val_loss: 4.76169e-05 | Time: 3820.32 ms [2020-11-11 17:09:49 main:574] : INFO : Epoch 128 | loss: 4.39149e-05 | val_loss: 4.57206e-05 | Time: 4151.09 ms [2020-11-11 17:09:54 main:574] : INFO : Epoch 129 | loss: 4.34096e-05 | val_loss: 4.76699e-05 | Time: 4122.16 ms [2020-11-11 17:09:58 main:574] : INFO : Epoch 130 | loss: 4.33718e-05 | val_loss: 4.53873e-05 | Time: 3793.32 ms [2020-11-11 17:10:02 main:574] : INFO : Epoch 131 | loss: 4.27597e-05 | val_loss: 4.63237e-05 | Time: 4083.48 ms [2020-11-11 17:10:06 main:574] : INFO : Epoch 132 | loss: 4.29137e-05 | val_loss: 4.58444e-05 | Time: 3849.58 ms [2020-11-11 17:10:10 main:574] : INFO : Epoch 133 | loss: 4.27199e-05 | val_loss: 4.55872e-05 | Time: 4149.08 ms [2020-11-11 17:10:14 main:574] : INFO : Epoch 134 | loss: 4.26321e-05 | val_loss: 4.54339e-05 | Time: 4081.07 ms [2020-11-11 17:10:18 main:574] : INFO : Epoch 135 | loss: 4.23364e-05 | val_loss: 4.59438e-05 | Time: 3830.63 ms [2020-11-11 17:10:22 main:574] : INFO : Epoch 136 | loss: 4.24505e-05 | val_loss: 4.55195e-05 | Time: 4080.15 ms [2020-11-11 17:10:26 main:574] : INFO : Epoch 137 | loss: 4.19903e-05 | val_loss: 4.56358e-05 | Time: 3841.86 ms [2020-11-11 17:10:30 main:574] : INFO : Epoch 138 | loss: 4.16098e-05 | val_loss: 4.51487e-05 | Time: 4088.9 ms [2020-11-11 17:10:34 main:574] : INFO : Epoch 139 | loss: 4.14991e-05 | val_loss: 4.51147e-05 | Time: 4107.63 ms [2020-11-11 17:10:38 main:574] : INFO : Epoch 140 | loss: 4.11991e-05 | val_loss: 4.38743e-05 | Time: 3845.72 ms [2020-11-11 17:10:42 main:574] : INFO : Epoch 141 | loss: 4.12851e-05 | val_loss: 4.34421e-05 | Time: 4123.07 ms [2020-11-11 17:10:46 main:574] : INFO : Epoch 142 | loss: 4.10682e-05 | val_loss: 4.36482e-05 | Time: 3836.34 ms [2020-11-11 17:10:50 main:574] : INFO : Epoch 143 | loss: 4.09785e-05 | val_loss: 4.40055e-05 | Time: 4103.64 ms [2020-11-11 17:10:54 main:574] : INFO : Epoch 144 | loss: 4.0699e-05 | val_loss: 4.31397e-05 | Time: 4036.23 ms [2020-11-11 17:10:58 main:574] : INFO : Epoch 145 | loss: 4.03359e-05 | val_loss: 4.36679e-05 | Time: 3905.64 ms [2020-11-11 17:11:02 main:574] : INFO : Epoch 146 | loss: 4.03247e-05 | val_loss: 4.26349e-05 | Time: 4091.32 ms [2020-11-11 17:11:06 main:574] : INFO : Epoch 147 | loss: 4.04656e-05 | val_loss: 4.23623e-05 | Time: 3871.37 ms [2020-11-11 17:11:10 main:574] : INFO : Epoch 148 | loss: 3.99058e-05 | val_loss: 4.3144e-05 | Time: 4119.55 ms [2020-11-11 17:11:15 main:574] : INFO : Epoch 149 | loss: 3.97871e-05 | val_loss: 4.28306e-05 | Time: 3966.2 ms [2020-11-11 17:11:19 main:574] : INFO : Epoch 150 | loss: 3.97027e-05 | val_loss: 4.20989e-05 | Time: 3950.27 ms [2020-11-11 17:11:23 main:574] : INFO : Epoch 151 | loss: 3.95666e-05 | val_loss: 4.19861e-05 | Time: 4277.97 ms [2020-11-11 17:11:27 main:574] : INFO : Epoch 152 | loss: 3.95466e-05 | val_loss: 4.19037e-05 | Time: 4033.37 ms [2020-11-11 17:11:31 main:574] : INFO : Epoch 153 | loss: 3.92878e-05 | val_loss: 4.20405e-05 | Time: 4189.66 ms [2020-11-11 17:11:35 main:574] : INFO : Epoch 154 | loss: 3.92951e-05 | val_loss: 4.24697e-05 | Time: 3830.06 ms [2020-11-11 17:11:39 main:574] : INFO : Epoch 155 | loss: 3.86773e-05 | val_loss: 4.07328e-05 | Time: 4160.53 ms [2020-11-11 17:11:43 main:574] : INFO : Epoch 156 | loss: 3.89012e-05 | val_loss: 4.32849e-05 | Time: 4197.48 ms [2020-11-11 17:11:47 main:574] : INFO : Epoch 157 | loss: 3.87049e-05 | val_loss: 4.07582e-05 | Time: 3834.56 ms [2020-11-11 17:11:52 main:574] : INFO : Epoch 158 | loss: 3.83269e-05 | val_loss: 4.09277e-05 | Time: 4125.39 ms [2020-11-11 17:11:55 main:574] : INFO : Epoch 159 | loss: 3.82699e-05 | val_loss: 4.10418e-05 | Time: 3824.84 ms [2020-11-11 17:12:00 main:574] : INFO : Epoch 160 | loss: 3.86626e-05 | val_loss: 4.09953e-05 | Time: 4162.87 ms [2020-11-11 17:12:04 main:574] : INFO : Epoch 161 | loss: 3.80832e-05 | val_loss: 4.04315e-05 | Time: 4142.35 ms [2020-11-11 17:12:08 main:574] : INFO : Epoch 162 | loss: 3.76884e-05 | val_loss: 4.01994e-05 | Time: 3786.26 ms [2020-11-11 17:12:12 main:574] : INFO : Epoch 163 | loss: 3.7648e-05 | val_loss: 4.12619e-05 | Time: 4097.36 ms [2020-11-11 17:12:16 main:574] : INFO : Epoch 164 | loss: 3.79598e-05 | val_loss: 4.07766e-05 | Time: 3744.77 ms [2020-11-11 17:12:20 main:574] : INFO : Epoch 165 | loss: 3.75783e-05 | val_loss: 3.98173e-05 | Time: 4148.42 ms [2020-11-11 17:12:24 main:574] : INFO : Epoch 166 | loss: 3.76107e-05 | val_loss: 4.13844e-05 | Time: 4133.69 ms [2020-11-11 17:12:28 main:574] : INFO : Epoch 167 | loss: 3.71782e-05 | val_loss: 3.98832e-05 | Time: 3840.09 ms [2020-11-11 17:12:32 main:574] : INFO : Epoch 168 | loss: 3.73663e-05 | val_loss: 3.90903e-05 | Time: 4114.34 ms [2020-11-11 17:12:36 main:574] : INFO : Epoch 169 | loss: 3.7248e-05 | val_loss: 3.94418e-05 | Time: 3833.48 ms [2020-11-11 17:12:40 main:574] : INFO : Epoch 170 | loss: 3.6618e-05 | val_loss: 3.89596e-05 | Time: 4126.62 ms [2020-11-11 17:12:44 main:574] : INFO : Epoch 171 | loss: 3.66305e-05 | val_loss: 3.84054e-05 | Time: 4019.8 ms [2020-11-11 17:12:48 main:574] : INFO : Epoch 172 | loss: 3.65493e-05 | val_loss: 3.87047e-05 | Time: 3851.15 ms [2020-11-11 17:12:52 main:574] : INFO : Epoch 173 | loss: 3.64029e-05 | val_loss: 4.04479e-05 | Time: 4158.55 ms [2020-11-11 17:12:56 main:574] : INFO : Epoch 174 | loss: 3.62748e-05 | val_loss: 3.82412e-05 | Time: 3837.81 ms [2020-11-11 17:13:00 main:574] : INFO : Epoch 175 | loss: 3.62061e-05 | val_loss: 3.89525e-05 | Time: 4120.15 ms [2020-11-11 17:13:04 main:574] : INFO : Epoch 176 | loss: 3.60251e-05 | val_loss: 3.83541e-05 | Time: 4006.16 ms [2020-11-11 17:13:08 main:574] : INFO : Epoch 177 | loss: 3.56629e-05 | val_loss: 3.80695e-05 | Time: 3959.54 ms [2020-11-11 17:13:13 main:574] : INFO : Epoch 178 | loss: 3.56563e-05 | val_loss: 3.8445e-05 | Time: 4094.36 ms [2020-11-11 17:13:17 main:574] : INFO : Epoch 179 | loss: 3.58182e-05 | val_loss: 3.89801e-05 | Time: 4030.6 ms [2020-11-11 17:13:21 main:574] : INFO : Epoch 180 | loss: 3.58387e-05 | val_loss: 3.82333e-05 | Time: 4139.55 ms [2020-11-11 17:13:25 main:574] : INFO : Epoch 181 | loss: 3.53229e-05 | val_loss: 3.90453e-05 | Time: 3848.75 ms [2020-11-11 17:13:29 main:574] : INFO : Epoch 182 | loss: 3.51239e-05 | val_loss: 3.78596e-05 | Time: 4064.18 ms [2020-11-11 17:13:33 main:574] : INFO : Epoch 183 | loss: 3.52339e-05 | val_loss: 3.65025e-05 | Time: 4149.54 ms [2020-11-11 17:13:37 main:574] : INFO : Epoch 184 | loss: 3.48134e-05 | val_loss: 3.8092e-05 | Time: 3847.95 ms [2020-11-11 17:13:41 main:574] : INFO : Epoch 185 | loss: 3.47762e-05 | val_loss: 3.79177e-05 | Time: 4099.93 ms [2020-11-11 17:13:45 main:574] : INFO : Epoch 186 | loss: 3.48127e-05 | val_loss: 3.7712e-05 | Time: 3829.86 ms [2020-11-11 17:13:49 main:574] : INFO : Epoch 187 | loss: 3.49414e-05 | val_loss: 3.65135e-05 | Time: 4156.05 ms [2020-11-11 17:13:54 main:574] : INFO : Epoch 188 | loss: 3.45106e-05 | val_loss: 3.78848e-05 | Time: 4163.87 ms [2020-11-11 17:13:57 main:574] : INFO : Epoch 189 | loss: 3.44023e-05 | val_loss: 3.62028e-05 | Time: 3835.63 ms [2020-11-11 17:14:02 main:574] : INFO : Epoch 190 | loss: 3.42819e-05 | val_loss: 3.58844e-05 | Time: 4090.42 ms [2020-11-11 17:14:05 main:574] : INFO : Epoch 191 | loss: 3.41156e-05 | val_loss: 3.66376e-05 | Time: 3795.47 ms [2020-11-11 17:14:10 main:574] : INFO : Epoch 192 | loss: 3.41316e-05 | val_loss: 3.64743e-05 | Time: 4157.94 ms [2020-11-11 17:14:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 3.64743e-05 [2020-11-11 17:14:10 main:603] : INFO : Saving end state to config to file [2020-11-11 17:14:10 main:608] : INFO : Success, exiting.. 17:14:10 (1832): 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)