Task 3046702
| Name | rand_automata_0003-1606118200-29267-1_0 |
| Workunit | 1380497 |
| Created | 23 Nov 2020, 22:52:42 UTC |
| Sent | 24 Nov 2020, 5:43:25 UTC |
| Report deadline | 1 Dec 2020, 5:43:25 UTC |
| Received | 24 Nov 2020, 21:13:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 15 min 52 sec |
| CPU time | 15 min 48 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 4,493.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.19 GB |
| Peak swap size | 10.01 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c -a LSTM --lr 0.001 -w 64 -b 2 -s 32 --maxepoch 192 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce GTX 1650 SUPER) [2020-11-24 14:56:58 main:442] : INFO : Set logging level to 1 [2020-11-24 14:56:58 main:448] : INFO : Running in BOINC Client mode [2020-11-24 14:56:58 main:451] : INFO : Resolving all filenames [2020-11-24 14:56:58 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 (exists = 1) [2020-11-24 14:56:58 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-1606118200-29267-1_0_r238286652_1 (exists = 0) [2020-11-24 14:56:58 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-1606118200-29267-1_0_r238286652_0 (exists = 0) [2020-11-24 14:56:58 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-1606118200-29267-1 (exists = 1) [2020-11-24 14:56:58 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-24 14:56:58 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 [2020-11-24 14:56:58 main:481] : INFO : Configuration: [2020-11-24 14:56:58 main:482] : INFO : Model type: LSTM [2020-11-24 14:56:58 main:483] : INFO : Validation Loss Threshold: 0.0001 [2020-11-24 14:56:58 main:484] : INFO : Max Epochs: 192 [2020-11-24 14:56:58 main:485] : INFO : Batch Size: 32 [2020-11-24 14:56:58 main:486] : INFO : Learning Rate: 0.001 [2020-11-24 14:56:58 main:487] : INFO : Patience: 10 [2020-11-24 14:56:58 main:488] : INFO : Hidden Width: 64 [2020-11-24 14:56:58 main:489] : INFO : # Recurrent Layers: 4 [2020-11-24 14:56:58 main:490] : INFO : # Backend Layers: 2 [2020-11-24 14:56:58 main:491] : INFO : # Threads: 1 [2020-11-24 14:56:58 main:493] : INFO : Preparing Dataset [2020-11-24 14:56:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 into memory [2020-11-24 14:56:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 into memory [2020-11-24 14:56:59 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-24 14:56:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 into memory [2020-11-24 14:56:59 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 into memory [2020-11-24 14:56:59 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-24 14:56:59 main:501] : INFO : Creating Model [2020-11-24 14:56:59 main:514] : INFO : Preparing config file [2020-11-24 14:56:59 main:526] : INFO : Creating new config file [2020-11-24 14:56:59 main:545] : INFO : This is a continuation WU, loading previous network [2020-11-24 14:57:00 main:566] : INFO : Loading DataLoader into Memory [2020-11-24 14:57:00 main:569] : INFO : Starting Training [2020-11-24 14:57:05 main:581] : INFO : Epoch 1 | loss: 0.000122115 | val_loss: 0.000107969 | Time: 5463.56 ms [2020-11-24 14:57:10 main:581] : INFO : Epoch 2 | loss: 0.000104873 | val_loss: 0.000108631 | Time: 4875.99 ms [2020-11-24 14:57:15 main:581] : INFO : Epoch 3 | loss: 0.000104512 | val_loss: 0.000106665 | Time: 4909.21 ms [2020-11-24 14:57:20 main:581] : INFO : Epoch 4 | loss: 0.000103986 | val_loss: 0.000107259 | Time: 5176.39 ms [2020-11-24 14:57:26 main:581] : INFO : Epoch 5 | loss: 0.000102939 | val_loss: 0.000105798 | Time: 5182.64 ms [2020-11-24 14:57:30 main:581] : INFO : Epoch 6 | loss: 0.000101924 | val_loss: 0.00010378 | Time: 4920.43 ms [2020-11-24 14:57:35 main:581] : INFO : Epoch 7 | loss: 0.000100495 | val_loss: 0.000102797 | Time: 4917.6 ms [2020-11-24 14:57:40 main:581] : INFO : Epoch 8 | loss: 9.92923e-05 | val_loss: 0.000102241 | Time: 4846.03 ms [2020-11-24 14:57:45 main:581] : INFO : Epoch 9 | loss: 9.80291e-05 | val_loss: 9.9961e-05 | Time: 4881.39 ms [2020-11-24 14:57:50 main:581] : INFO : Epoch 10 | loss: 9.69845e-05 | val_loss: 9.94564e-05 | Time: 4918.59 ms [2020-11-24 14:57:55 main:581] : INFO : Epoch 11 | loss: 9.56395e-05 | val_loss: 9.98324e-05 | Time: 4922.79 ms [2020-11-24 14:58:00 main:581] : INFO : Epoch 12 | loss: 9.47037e-05 | val_loss: 9.77235e-05 | Time: 4901.77 ms [2020-11-24 14:58:05 main:581] : INFO : Epoch 13 | loss: 9.34138e-05 | val_loss: 9.53669e-05 | Time: 4897.53 ms [2020-11-24 14:58:10 main:581] : INFO : Epoch 14 | loss: 9.26376e-05 | val_loss: 9.49953e-05 | Time: 4952.45 ms [2020-11-24 14:58:15 main:581] : INFO : Epoch 15 | loss: 9.10593e-05 | val_loss: 9.29379e-05 | Time: 5367.59 ms [2020-11-24 14:58:20 main:581] : INFO : Epoch 16 | loss: 8.96559e-05 | val_loss: 9.14222e-05 | Time: 4926.58 ms [2020-11-24 14:58:25 main:581] : INFO : Epoch 17 | loss: 8.86253e-05 | val_loss: 9.07375e-05 | Time: 4943.44 ms [2020-11-24 14:58:30 main:581] : INFO : Epoch 18 | loss: 8.77066e-05 | val_loss: 9.07155e-05 | Time: 4923.14 ms [2020-11-24 14:58:35 main:581] : INFO : Epoch 19 | loss: 8.71728e-05 | val_loss: 8.85206e-05 | Time: 4908.2 ms [2020-11-24 14:58:40 main:581] : INFO : Epoch 20 | loss: 8.615e-05 | val_loss: 8.82084e-05 | Time: 4887.8 ms [2020-11-24 14:58:44 main:581] : INFO : Epoch 21 | loss: 8.48795e-05 | val_loss: 8.74037e-05 | Time: 4823.85 ms [2020-11-24 14:58:49 main:581] : INFO : Epoch 22 | loss: 8.38771e-05 | val_loss: 8.58166e-05 | Time: 4863.65 ms [2020-11-24 14:58:54 main:581] : INFO : Epoch 23 | loss: 8.30635e-05 | val_loss: 8.43968e-05 | Time: 4885.46 ms [2020-11-24 14:58:59 main:581] : INFO : Epoch 24 | loss: 8.24216e-05 | val_loss: 8.29094e-05 | Time: 4851.36 ms [2020-11-24 14:59:04 main:581] : INFO : Epoch 25 | loss: 8.09524e-05 | val_loss: 8.29043e-05 | Time: 4894.03 ms [2020-11-24 14:59:09 main:581] : INFO : Epoch 26 | loss: 8.01986e-05 | val_loss: 8.22843e-05 | Time: 4888.02 ms [2020-11-24 14:59:14 main:581] : INFO : Epoch 27 | loss: 7.92201e-05 | val_loss: 8.11909e-05 | Time: 4893.32 ms [2020-11-24 14:59:19 main:581] : INFO : Epoch 28 | loss: 7.90994e-05 | val_loss: 8.05552e-05 | Time: 4890.16 ms [2020-11-24 14:59:24 main:581] : INFO : Epoch 29 | loss: 7.77933e-05 | val_loss: 8.01104e-05 | Time: 4923 ms [2020-11-24 14:59:28 main:581] : INFO : Epoch 30 | loss: 7.6994e-05 | val_loss: 7.82761e-05 | Time: 4914.7 ms [2020-11-24 14:59:33 main:581] : INFO : Epoch 31 | loss: 7.60388e-05 | val_loss: 7.7275e-05 | Time: 4909.21 ms [2020-11-24 14:59:38 main:581] : INFO : Epoch 32 | loss: 7.54041e-05 | val_loss: 7.71191e-05 | Time: 4936.87 ms [2020-11-24 14:59:43 main:581] : INFO : Epoch 33 | loss: 7.45152e-05 | val_loss: 7.66246e-05 | Time: 4933.88 ms [2020-11-24 14:59:48 main:581] : INFO : Epoch 34 | loss: 7.36135e-05 | val_loss: 7.54849e-05 | Time: 4901.62 ms [2020-11-24 14:59:53 main:581] : INFO : Epoch 35 | loss: 7.28409e-05 | val_loss: 7.41453e-05 | Time: 4923.57 ms [2020-11-24 14:59:58 main:581] : INFO : Epoch 36 | loss: 7.258e-05 | val_loss: 7.45712e-05 | Time: 4971.69 ms [2020-11-24 15:00:03 main:581] : INFO : Epoch 37 | loss: 7.15322e-05 | val_loss: 7.36278e-05 | Time: 4949.23 ms [2020-11-24 15:00:08 main:581] : INFO : Epoch 38 | loss: 7.10041e-05 | val_loss: 7.26505e-05 | Time: 4907.15 ms [2020-11-24 15:00:13 main:581] : INFO : Epoch 39 | loss: 7.03296e-05 | val_loss: 7.15709e-05 | Time: 4892.52 ms [2020-11-24 15:00:18 main:581] : INFO : Epoch 40 | loss: 6.96408e-05 | val_loss: 7.12226e-05 | Time: 4918.31 ms [2020-11-24 15:00:23 main:581] : INFO : Epoch 41 | loss: 6.85475e-05 | val_loss: 7.03717e-05 | Time: 4873.07 ms [2020-11-24 15:00:27 main:581] : INFO : Epoch 42 | loss: 6.85158e-05 | val_loss: 7.10751e-05 | Time: 4884.55 ms [2020-11-24 15:00:32 main:581] : INFO : Epoch 43 | loss: 6.76298e-05 | val_loss: 6.97384e-05 | Time: 4858.2 ms [2020-11-24 15:00:37 main:581] : INFO : Epoch 44 | loss: 6.68716e-05 | val_loss: 6.85492e-05 | Time: 4862.56 ms [2020-11-24 15:00:42 main:581] : INFO : Epoch 45 | loss: 6.63241e-05 | val_loss: 6.7056e-05 | Time: 4869.62 ms [2020-11-24 15:00:47 main:581] : INFO : Epoch 46 | loss: 6.55901e-05 | val_loss: 6.79054e-05 | Time: 4891.71 ms [2020-11-24 15:00:52 main:581] : INFO : Epoch 47 | loss: 6.52436e-05 | val_loss: 6.68865e-05 | Time: 4862.17 ms [2020-11-24 15:00:57 main:581] : INFO : Epoch 48 | loss: 6.46224e-05 | val_loss: 6.60488e-05 | Time: 4900.47 ms [2020-11-24 15:01:02 main:581] : INFO : Epoch 49 | loss: 6.39673e-05 | val_loss: 6.41025e-05 | Time: 4874.99 ms [2020-11-24 15:01:06 main:581] : INFO : Epoch 50 | loss: 6.32704e-05 | val_loss: 6.51674e-05 | Time: 4903.88 ms [2020-11-24 15:01:11 main:581] : INFO : Epoch 51 | loss: 6.29837e-05 | val_loss: 6.46504e-05 | Time: 4950.51 ms [2020-11-24 15:01:16 main:581] : INFO : Epoch 52 | loss: 6.22328e-05 | val_loss: 6.30509e-05 | Time: 4927.76 ms [2020-11-24 15:01:21 main:581] : INFO : Epoch 53 | loss: 6.15047e-05 | val_loss: 6.29294e-05 | Time: 4919.65 ms [2020-11-24 15:01:26 main:581] : INFO : Epoch 54 | loss: 6.09938e-05 | val_loss: 6.23302e-05 | Time: 4937.41 ms [2020-11-24 15:01:31 main:581] : INFO : Epoch 55 | loss: 6.05679e-05 | val_loss: 6.18468e-05 | Time: 4914.74 ms [2020-11-24 15:01:36 main:581] : INFO : Epoch 56 | loss: 6.0349e-05 | val_loss: 6.23877e-05 | Time: 4957.62 ms [2020-11-24 15:01:41 main:581] : INFO : Epoch 57 | loss: 5.96454e-05 | val_loss: 6.17178e-05 | Time: 4884.3 ms [2020-11-24 15:01:46 main:581] : INFO : Epoch 58 | loss: 5.91181e-05 | val_loss: 6.02931e-05 | Time: 4881.11 ms [2020-11-24 15:01:51 main:581] : INFO : Epoch 59 | loss: 5.85732e-05 | val_loss: 5.93757e-05 | Time: 4855.32 ms [2020-11-24 15:01:56 main:581] : INFO : Epoch 60 | loss: 5.78347e-05 | val_loss: 6.03552e-05 | Time: 4862.21 ms [2020-11-24 15:02:00 main:581] : INFO : Epoch 61 | loss: 5.74968e-05 | val_loss: 5.91808e-05 | Time: 4872.21 ms [2020-11-24 15:02:05 main:581] : INFO : Epoch 62 | loss: 5.73244e-05 | val_loss: 5.81794e-05 | Time: 4874.66 ms [2020-11-24 15:02:10 main:581] : INFO : Epoch 63 | loss: 5.69338e-05 | val_loss: 5.76617e-05 | Time: 4878.41 ms [2020-11-24 15:02:15 main:581] : INFO : Epoch 64 | loss: 5.62326e-05 | val_loss: 5.91929e-05 | Time: 4895.23 ms [2020-11-24 15:02:20 main:581] : INFO : Epoch 65 | loss: 5.58275e-05 | val_loss: 5.68969e-05 | Time: 4869.37 ms [2020-11-24 15:02:25 main:581] : INFO : Epoch 66 | loss: 5.52202e-05 | val_loss: 5.79209e-05 | Time: 4905.8 ms [2020-11-24 15:02:30 main:581] : INFO : Epoch 67 | loss: 5.48535e-05 | val_loss: 5.62985e-05 | Time: 4872.47 ms [2020-11-24 15:02:35 main:581] : INFO : Epoch 68 | loss: 5.427e-05 | val_loss: 5.51926e-05 | Time: 4870.76 ms [2020-11-24 15:02:39 main:581] : INFO : Epoch 69 | loss: 5.36682e-05 | val_loss: 5.53811e-05 | Time: 4860.74 ms [2020-11-24 15:02:44 main:581] : INFO : Epoch 70 | loss: 5.34208e-05 | val_loss: 5.52186e-05 | Time: 4877.47 ms [2020-11-24 15:02:49 main:581] : INFO : Epoch 71 | loss: 5.31344e-05 | val_loss: 5.37684e-05 | Time: 4954.09 ms [2020-11-24 15:02:54 main:581] : INFO : Epoch 72 | loss: 5.27665e-05 | val_loss: 5.35296e-05 | Time: 4903.04 ms [2020-11-24 15:02:59 main:581] : INFO : Epoch 73 | loss: 5.18692e-05 | val_loss: 5.33628e-05 | Time: 4851.5 ms [2020-11-24 15:03:04 main:581] : INFO : Epoch 74 | loss: 5.18984e-05 | val_loss: 5.36121e-05 | Time: 4846.92 ms [2020-11-24 15:03:09 main:581] : INFO : Epoch 75 | loss: 5.13111e-05 | val_loss: 5.35605e-05 | Time: 4882.41 ms [2020-11-24 15:03:14 main:581] : INFO : Epoch 76 | loss: 5.13109e-05 | val_loss: 5.15609e-05 | Time: 4914.22 ms [2020-11-24 15:03:19 main:581] : INFO : Epoch 77 | loss: 5.06369e-05 | val_loss: 5.15227e-05 | Time: 4903.28 ms [2020-11-24 15:03:24 main:581] : INFO : Epoch 78 | loss: 5.00651e-05 | val_loss: 5.09415e-05 | Time: 4927.62 ms [2020-11-24 15:03:28 main:581] : INFO : Epoch 79 | loss: 4.97512e-05 | val_loss: 5.08062e-05 | Time: 4859.66 ms [2020-11-24 15:03:33 main:581] : INFO : Epoch 80 | loss: 4.96735e-05 | val_loss: 5.07587e-05 | Time: 4889.04 ms [2020-11-24 15:03:38 main:581] : INFO : Epoch 81 | loss: 4.88295e-05 | val_loss: 5.02612e-05 | Time: 4903.55 ms [2020-11-24 15:03:43 main:581] : INFO : Epoch 82 | loss: 4.88514e-05 | val_loss: 5.1621e-05 | Time: 4895.61 ms [2020-11-24 15:03:48 main:581] : INFO : Epoch 83 | loss: 4.85984e-05 | val_loss: 5.08874e-05 | Time: 4895.66 ms [2020-11-24 15:03:53 main:581] : INFO : Epoch 84 | loss: 4.77778e-05 | val_loss: 4.86463e-05 | Time: 4875.28 ms [2020-11-24 15:03:58 main:581] : INFO : Epoch 85 | loss: 4.77222e-05 | val_loss: 4.96562e-05 | Time: 4888.91 ms [2020-11-24 15:04:03 main:581] : INFO : Epoch 86 | loss: 4.71748e-05 | val_loss: 4.91492e-05 | Time: 4952.57 ms [2020-11-24 15:04:08 main:581] : INFO : Epoch 87 | loss: 4.68489e-05 | val_loss: 4.8265e-05 | Time: 4927.06 ms [2020-11-24 15:04:13 main:581] : INFO : Epoch 88 | loss: 4.66542e-05 | val_loss: 4.8219e-05 | Time: 4910.78 ms [2020-11-24 15:04:17 main:581] : INFO : Epoch 89 | loss: 4.63308e-05 | val_loss: 4.65453e-05 | Time: 4891.24 ms [2020-11-24 15:04:22 main:581] : INFO : Epoch 90 | loss: 4.56997e-05 | val_loss: 4.71122e-05 | Time: 4867.02 ms [2020-11-24 15:04:27 main:581] : INFO : Epoch 91 | loss: 4.56034e-05 | val_loss: 4.68772e-05 | Time: 4848.06 ms [2020-11-24 15:04:32 main:581] : INFO : Epoch 92 | loss: 4.49764e-05 | val_loss: 4.58637e-05 | Time: 4876.93 ms [2020-11-24 15:04:37 main:581] : INFO : Epoch 93 | loss: 4.51407e-05 | val_loss: 4.58276e-05 | Time: 4881.62 ms [2020-11-24 15:04:42 main:581] : INFO : Epoch 94 | loss: 4.45227e-05 | val_loss: 4.65884e-05 | Time: 4874.51 ms [2020-11-24 15:04:47 main:581] : INFO : Epoch 95 | loss: 4.43709e-05 | val_loss: 4.54878e-05 | Time: 4885.49 ms [2020-11-24 15:04:52 main:581] : INFO : Epoch 96 | loss: 4.38662e-05 | val_loss: 4.42231e-05 | Time: 4902.51 ms [2020-11-24 15:04:56 main:581] : INFO : Epoch 97 | loss: 4.36089e-05 | val_loss: 4.44029e-05 | Time: 4878.49 ms [2020-11-24 15:05:01 main:581] : INFO : Epoch 98 | loss: 4.32618e-05 | val_loss: 4.50493e-05 | Time: 4917.47 ms [2020-11-24 15:05:06 main:581] : INFO : Epoch 99 | loss: 4.27856e-05 | val_loss: 4.43395e-05 | Time: 4877.48 ms [2020-11-24 15:05:11 main:581] : INFO : Epoch 100 | loss: 4.26774e-05 | val_loss: 4.41312e-05 | Time: 4909.32 ms [2020-11-24 15:05:16 main:581] : INFO : Epoch 101 | loss: 4.24966e-05 | val_loss: 4.34972e-05 | Time: 4902.44 ms [2020-11-24 15:05:21 main:581] : INFO : Epoch 102 | loss: 4.21627e-05 | val_loss: 4.43816e-05 | Time: 4915.66 ms [2020-11-24 15:05:26 main:581] : INFO : Epoch 103 | loss: 4.18736e-05 | val_loss: 4.29395e-05 | Time: 4890.65 ms [2020-11-24 15:05:31 main:581] : INFO : Epoch 104 | loss: 4.12899e-05 | val_loss: 4.37781e-05 | Time: 4919.8 ms [2020-11-24 15:05:36 main:581] : INFO : Epoch 105 | loss: 4.13017e-05 | val_loss: 4.19943e-05 | Time: 4905.3 ms [2020-11-24 15:05:41 main:581] : INFO : Epoch 106 | loss: 4.11796e-05 | val_loss: 4.19751e-05 | Time: 4898.33 ms [2020-11-24 15:05:45 main:581] : INFO : Epoch 107 | loss: 4.09965e-05 | val_loss: 4.12793e-05 | Time: 4871.49 ms [2020-11-24 15:05:50 main:581] : INFO : Epoch 108 | loss: 4.04246e-05 | val_loss: 4.19587e-05 | Time: 4888.62 ms [2020-11-24 15:05:55 main:581] : INFO : Epoch 109 | loss: 4.01948e-05 | val_loss: 4.10815e-05 | Time: 5095.79 ms [2020-11-24 15:06:01 main:581] : INFO : Epoch 110 | loss: 3.99491e-05 | val_loss: 4.16955e-05 | Time: 5169.87 ms [2020-11-24 15:06:06 main:581] : INFO : Epoch 111 | loss: 3.97165e-05 | val_loss: 4.18553e-05 | Time: 5464.39 ms [2020-11-24 15:06:11 main:581] : INFO : Epoch 112 | loss: 3.95677e-05 | val_loss: 4.03645e-05 | Time: 5316.21 ms [2020-11-24 15:06:17 main:581] : INFO : Epoch 113 | loss: 3.93193e-05 | val_loss: 4.07284e-05 | Time: 5280.99 ms [2020-11-24 15:06:22 main:581] : INFO : Epoch 114 | loss: 3.87957e-05 | val_loss: 3.92035e-05 | Time: 5323.75 ms [2020-11-24 15:06:28 main:581] : INFO : Epoch 115 | loss: 3.86977e-05 | val_loss: 4.1476e-05 | Time: 5540.38 ms [2020-11-24 15:06:32 main:581] : INFO : Epoch 116 | loss: 3.85378e-05 | val_loss: 3.97835e-05 | Time: 4937.78 ms [2020-11-24 15:06:37 main:581] : INFO : Epoch 117 | loss: 3.80895e-05 | val_loss: 3.91828e-05 | Time: 4914.21 ms [2020-11-24 15:06:42 main:581] : INFO : Epoch 118 | loss: 3.81102e-05 | val_loss: 3.8844e-05 | Time: 4933.84 ms [2020-11-24 15:06:47 main:581] : INFO : Epoch 119 | loss: 3.78029e-05 | val_loss: 3.91714e-05 | Time: 4899.29 ms [2020-11-24 15:06:52 main:581] : INFO : Epoch 120 | loss: 3.74783e-05 | val_loss: 3.87149e-05 | Time: 4914.08 ms [2020-11-24 15:06:57 main:581] : INFO : Epoch 121 | loss: 3.73802e-05 | val_loss: 3.78824e-05 | Time: 4917.56 ms [2020-11-24 15:07:02 main:581] : INFO : Epoch 122 | loss: 3.71555e-05 | val_loss: 3.84653e-05 | Time: 4904.26 ms [2020-11-24 15:07:07 main:581] : INFO : Epoch 123 | loss: 3.68796e-05 | val_loss: 3.87784e-05 | Time: 4920.5 ms [2020-11-24 15:07:12 main:581] : INFO : Epoch 124 | loss: 3.68897e-05 | val_loss: 3.7719e-05 | Time: 4906.59 ms [2020-11-24 15:07:17 main:581] : INFO : Epoch 125 | loss: 3.6528e-05 | val_loss: 3.74386e-05 | Time: 4896.74 ms [2020-11-24 15:07:22 main:581] : INFO : Epoch 126 | loss: 3.63554e-05 | val_loss: 3.76018e-05 | Time: 4839.61 ms [2020-11-24 15:07:26 main:581] : INFO : Epoch 127 | loss: 3.57891e-05 | val_loss: 3.80402e-05 | Time: 4889.06 ms [2020-11-24 15:07:31 main:581] : INFO : Epoch 128 | loss: 3.58816e-05 | val_loss: 3.66066e-05 | Time: 4904.71 ms [2020-11-24 15:07:36 main:581] : INFO : Epoch 129 | loss: 3.57143e-05 | val_loss: 3.69256e-05 | Time: 4935.47 ms [2020-11-24 15:07:41 main:581] : INFO : Epoch 130 | loss: 3.51766e-05 | val_loss: 3.61553e-05 | Time: 4951.97 ms [2020-11-24 15:07:46 main:581] : INFO : Epoch 131 | loss: 3.52354e-05 | val_loss: 3.69607e-05 | Time: 4940.46 ms [2020-11-24 15:07:51 main:581] : INFO : Epoch 132 | loss: 3.48079e-05 | val_loss: 3.63659e-05 | Time: 4897.98 ms [2020-11-24 15:07:56 main:581] : INFO : Epoch 133 | loss: 3.49859e-05 | val_loss: 3.54898e-05 | Time: 4817.49 ms [2020-11-24 15:08:01 main:581] : INFO : Epoch 134 | loss: 3.47699e-05 | val_loss: 3.52774e-05 | Time: 4919.2 ms [2020-11-24 15:08:06 main:581] : INFO : Epoch 135 | loss: 3.45519e-05 | val_loss: 3.61712e-05 | Time: 4929.52 ms [2020-11-24 15:08:11 main:581] : INFO : Epoch 136 | loss: 3.43977e-05 | val_loss: 3.53921e-05 | Time: 4924.96 ms [2020-11-24 15:08:16 main:581] : INFO : Epoch 137 | loss: 3.39572e-05 | val_loss: 3.52808e-05 | Time: 4887.81 ms [2020-11-24 15:08:20 main:581] : INFO : Epoch 138 | loss: 3.39893e-05 | val_loss: 3.5174e-05 | Time: 4846.23 ms [2020-11-24 15:08:25 main:581] : INFO : Epoch 139 | loss: 3.37221e-05 | val_loss: 3.46978e-05 | Time: 4873.43 ms [2020-11-24 15:08:30 main:581] : INFO : Epoch 140 | loss: 3.34587e-05 | val_loss: 3.41227e-05 | Time: 4977.75 ms [2020-11-24 15:08:35 main:581] : INFO : Epoch 141 | loss: 3.31482e-05 | val_loss: 3.40602e-05 | Time: 5065.59 ms [2020-11-24 15:08:40 main:581] : INFO : Epoch 142 | loss: 3.31807e-05 | val_loss: 3.44881e-05 | Time: 5111.43 ms [2020-11-24 15:08:45 main:581] : INFO : Epoch 143 | loss: 3.32036e-05 | val_loss: 3.45381e-05 | Time: 4884.87 ms [2020-11-24 15:08:50 main:581] : INFO : Epoch 144 | loss: 3.29836e-05 | val_loss: 3.36788e-05 | Time: 4867.43 ms [2020-11-24 15:08:55 main:581] : INFO : Epoch 145 | loss: 3.24878e-05 | val_loss: 3.3486e-05 | Time: 4847.92 ms [2020-11-24 15:09:00 main:581] : INFO : Epoch 146 | loss: 3.26693e-05 | val_loss: 3.40176e-05 | Time: 4842.38 ms [2020-11-24 15:09:05 main:581] : INFO : Epoch 147 | loss: 3.25105e-05 | val_loss: 3.32498e-05 | Time: 4953.15 ms [2020-11-24 15:09:10 main:581] : INFO : Epoch 148 | loss: 3.21285e-05 | val_loss: 3.30351e-05 | Time: 4933.11 ms [2020-11-24 15:09:15 main:581] : INFO : Epoch 149 | loss: 3.20333e-05 | val_loss: 3.30716e-05 | Time: 4928.69 ms [2020-11-24 15:09:20 main:581] : INFO : Epoch 150 | loss: 3.17857e-05 | val_loss: 3.29064e-05 | Time: 4847.76 ms [2020-11-24 15:09:24 main:581] : INFO : Epoch 151 | loss: 3.14493e-05 | val_loss: 3.26633e-05 | Time: 4868.03 ms [2020-11-24 15:09:29 main:581] : INFO : Epoch 152 | loss: 3.15331e-05 | val_loss: 3.33218e-05 | Time: 4849.24 ms [2020-11-24 15:09:34 main:581] : INFO : Epoch 153 | loss: 3.12212e-05 | val_loss: 3.16315e-05 | Time: 4881.41 ms [2020-11-24 15:09:39 main:581] : INFO : Epoch 154 | loss: 3.11506e-05 | val_loss: 3.21896e-05 | Time: 5023.8 ms [2020-11-24 15:09:44 main:581] : INFO : Epoch 155 | loss: 3.11772e-05 | val_loss: 3.26452e-05 | Time: 4913.92 ms [2020-11-24 15:09:49 main:581] : INFO : Epoch 156 | loss: 3.09324e-05 | val_loss: 3.20759e-05 | Time: 4849.59 ms [2020-11-24 15:09:54 main:581] : INFO : Epoch 157 | loss: 3.0668e-05 | val_loss: 3.18375e-05 | Time: 4882.52 ms [2020-11-24 15:09:59 main:581] : INFO : Epoch 158 | loss: 3.06961e-05 | val_loss: 3.22621e-05 | Time: 4910.54 ms [2020-11-24 15:10:04 main:581] : INFO : Epoch 159 | loss: 3.04833e-05 | val_loss: 3.09967e-05 | Time: 4842.49 ms [2020-11-24 15:10:09 main:581] : INFO : Epoch 160 | loss: 3.05985e-05 | val_loss: 3.14937e-05 | Time: 5390.99 ms [2020-11-24 15:10:14 main:581] : INFO : Epoch 161 | loss: 3.02305e-05 | val_loss: 3.23572e-05 | Time: 4867.26 ms [2020-11-24 15:10:18 main:581] : INFO : Epoch 162 | loss: 2.99736e-05 | val_loss: 3.13338e-05 | Time: 4625.19 ms [2020-11-24 15:10:23 main:581] : INFO : Epoch 163 | loss: 3.01155e-05 | val_loss: 3.15193e-05 | Time: 4869.73 ms [2020-11-24 15:10:28 main:581] : INFO : Epoch 164 | loss: 2.98974e-05 | val_loss: 3.11203e-05 | Time: 4882.8 ms [2020-11-24 15:10:33 main:581] : INFO : Epoch 165 | loss: 2.96037e-05 | val_loss: 3.15783e-05 | Time: 4919.74 ms [2020-11-24 15:10:38 main:581] : INFO : Epoch 166 | loss: 2.96486e-05 | val_loss: 3.10847e-05 | Time: 4943.34 ms [2020-11-24 15:10:43 main:581] : INFO : Epoch 167 | loss: 2.92144e-05 | val_loss: 3.02723e-05 | Time: 4913.47 ms [2020-11-24 15:10:48 main:581] : INFO : Epoch 168 | loss: 2.9338e-05 | val_loss: 3.02554e-05 | Time: 4954.64 ms [2020-11-24 15:10:53 main:581] : INFO : Epoch 169 | loss: 2.91592e-05 | val_loss: 2.96864e-05 | Time: 4889.09 ms [2020-11-24 15:10:58 main:581] : INFO : Epoch 170 | loss: 2.88595e-05 | val_loss: 3.08276e-05 | Time: 4900.72 ms [2020-11-24 15:11:03 main:581] : INFO : Epoch 171 | loss: 2.90953e-05 | val_loss: 2.98401e-05 | Time: 4961.94 ms [2020-11-24 15:11:08 main:581] : INFO : Epoch 172 | loss: 2.86161e-05 | val_loss: 2.9161e-05 | Time: 4911.16 ms [2020-11-24 15:11:13 main:581] : INFO : Epoch 173 | loss: 2.85661e-05 | val_loss: 2.9725e-05 | Time: 4938.57 ms [2020-11-24 15:11:17 main:581] : INFO : Epoch 174 | loss: 2.86111e-05 | val_loss: 2.86595e-05 | Time: 4874.23 ms [2020-11-24 15:11:22 main:581] : INFO : Epoch 175 | loss: 2.84347e-05 | val_loss: 2.89891e-05 | Time: 4879.14 ms [2020-11-24 15:11:27 main:581] : INFO : Epoch 176 | loss: 2.82704e-05 | val_loss: 2.88341e-05 | Time: 4896.04 ms [2020-11-24 15:11:32 main:581] : INFO : Epoch 177 | loss: 2.82012e-05 | val_loss: 2.80979e-05 | Time: 5017.42 ms [2020-11-24 15:11:38 main:581] : INFO : Epoch 178 | loss: 2.76092e-05 | val_loss: 2.83582e-05 | Time: 5370.11 ms [2020-11-24 15:11:43 main:581] : INFO : Epoch 179 | loss: 2.78823e-05 | val_loss: 2.8889e-05 | Time: 5255.99 ms [2020-11-24 15:11:48 main:581] : INFO : Epoch 180 | loss: 2.77569e-05 | val_loss: 2.81861e-05 | Time: 4930.47 ms [2020-11-24 15:11:53 main:581] : INFO : Epoch 181 | loss: 2.75262e-05 | val_loss: 2.9153e-05 | Time: 4888.2 ms [2020-11-24 15:11:58 main:581] : INFO : Epoch 182 | loss: 2.76031e-05 | val_loss: 2.93434e-05 | Time: 4929.47 ms [2020-11-24 15:12:02 main:581] : INFO : Epoch 183 | loss: 2.77269e-05 | val_loss: 2.81268e-05 | Time: 4881.13 ms [2020-11-24 15:12:07 main:581] : INFO : Epoch 184 | loss: 2.72017e-05 | val_loss: 2.81323e-05 | Time: 4842.05 ms [2020-11-24 15:12:12 main:581] : INFO : Epoch 185 | loss: 2.71306e-05 | val_loss: 2.83092e-05 | Time: 4860.41 ms [2020-11-24 15:12:17 main:581] : INFO : Epoch 186 | loss: 2.71052e-05 | val_loss: 2.73544e-05 | Time: 5039.65 ms [2020-11-24 15:12:23 main:581] : INFO : Epoch 187 | loss: 2.68048e-05 | val_loss: 2.8285e-05 | Time: 5368.52 ms [2020-11-24 15:12:27 main:581] : INFO : Epoch 188 | loss: 2.69316e-05 | val_loss: 2.91478e-05 | Time: 4930.76 ms [2020-11-24 15:12:32 main:581] : INFO : Epoch 189 | loss: 2.72867e-05 | val_loss: 2.7565e-05 | Time: 4956.44 ms [2020-11-24 15:12:37 main:581] : INFO : Epoch 190 | loss: 2.65884e-05 | val_loss: 2.70213e-05 | Time: 4874.39 ms [2020-11-24 15:12:42 main:581] : INFO : Epoch 191 | loss: 2.63711e-05 | val_loss: 2.77088e-05 | Time: 4872.69 ms [2020-11-24 15:12:47 main:581] : INFO : Epoch 192 | loss: 2.65303e-05 | val_loss: 2.7164e-05 | Time: 4884.46 ms [2020-11-24 15:12:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 2.7164e-05 [2020-11-24 15:12:47 main:610] : INFO : Saving end state to config to file [2020-11-24 15:12:47 main:615] : INFO : Success, exiting.. 15:12:47 (3438856): 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)