Task 3047652
| Name | rand_automata_0014-1606118038-24141-1_0 |
| Workunit | 1381223 |
| Created | 24 Nov 2020, 2:35:43 UTC |
| Sent | 24 Nov 2020, 2:37:33 UTC |
| Report deadline | 1 Dec 2020, 2:37:33 UTC |
| Received | 24 Nov 2020, 17:22:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 15 min 25 sec |
| CPU time | 15 min 21 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 11:53:26 main:442] : INFO : Set logging level to 1 [2020-11-24 11:53:26 main:448] : INFO : Running in BOINC Client mode [2020-11-24 11:53:26 main:451] : INFO : Resolving all filenames [2020-11-24 11:53:26 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 (exists = 1) [2020-11-24 11:53:26 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-1606118038-24141-1_0_r1238050529_1 (exists = 0) [2020-11-24 11:53:26 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-1606118038-24141-1_0_r1238050529_0 (exists = 0) [2020-11-24 11:53:26 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-1606118038-24141-1 (exists = 1) [2020-11-24 11:53:26 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-24 11:53:26 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 [2020-11-24 11:53:26 main:481] : INFO : Configuration: [2020-11-24 11:53:26 main:482] : INFO : Model type: LSTM [2020-11-24 11:53:26 main:483] : INFO : Validation Loss Threshold: 0.0001 [2020-11-24 11:53:26 main:484] : INFO : Max Epochs: 192 [2020-11-24 11:53:26 main:485] : INFO : Batch Size: 32 [2020-11-24 11:53:26 main:486] : INFO : Learning Rate: 0.001 [2020-11-24 11:53:26 main:487] : INFO : Patience: 10 [2020-11-24 11:53:26 main:488] : INFO : Hidden Width: 64 [2020-11-24 11:53:26 main:489] : INFO : # Recurrent Layers: 4 [2020-11-24 11:53:26 main:490] : INFO : # Backend Layers: 2 [2020-11-24 11:53:26 main:491] : INFO : # Threads: 1 [2020-11-24 11:53:26 main:493] : INFO : Preparing Dataset [2020-11-24 11:53:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 into memory [2020-11-24 11:53:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 into memory [2020-11-24 11:53:27 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-24 11:53:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 into memory [2020-11-24 11:53:27 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0014-train-val-dataset.hdf5 into memory [2020-11-24 11:53:27 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-24 11:53:27 main:501] : INFO : Creating Model [2020-11-24 11:53:27 main:514] : INFO : Preparing config file [2020-11-24 11:53:27 main:526] : INFO : Creating new config file [2020-11-24 11:53:27 main:545] : INFO : This is a continuation WU, loading previous network [2020-11-24 11:53:28 main:566] : INFO : Loading DataLoader into Memory [2020-11-24 11:53:28 main:569] : INFO : Starting Training [2020-11-24 11:53:33 main:581] : INFO : Epoch 1 | loss: 0.000121409 | val_loss: 0.000100822 | Time: 5308.57 ms [2020-11-24 11:53:38 main:581] : INFO : Epoch 2 | loss: 9.88695e-05 | val_loss: 0.000101347 | Time: 4888.03 ms [2020-11-24 11:53:43 main:581] : INFO : Epoch 3 | loss: 9.94893e-05 | val_loss: 0.00010206 | Time: 4976.7 ms [2020-11-24 11:53:48 main:581] : INFO : Epoch 4 | loss: 9.96597e-05 | val_loss: 0.000102222 | Time: 4821.32 ms [2020-11-24 11:53:53 main:581] : INFO : Epoch 5 | loss: 9.93401e-05 | val_loss: 0.000101369 | Time: 4689.59 ms [2020-11-24 11:53:57 main:581] : INFO : Epoch 6 | loss: 9.93151e-05 | val_loss: 0.000100499 | Time: 4750.2 ms [2020-11-24 11:54:02 main:581] : INFO : Epoch 7 | loss: 9.76742e-05 | val_loss: 0.000101465 | Time: 4782.05 ms [2020-11-24 11:54:07 main:581] : INFO : Epoch 8 | loss: 9.75197e-05 | val_loss: 9.9134e-05 | Time: 4810.1 ms [2020-11-24 11:54:12 main:581] : INFO : Epoch 9 | loss: 9.65511e-05 | val_loss: 9.81522e-05 | Time: 4724.78 ms [2020-11-24 11:54:17 main:581] : INFO : Epoch 10 | loss: 9.54669e-05 | val_loss: 9.7832e-05 | Time: 4748.88 ms [2020-11-24 11:54:21 main:581] : INFO : Epoch 11 | loss: 9.48753e-05 | val_loss: 9.82941e-05 | Time: 4744.86 ms [2020-11-24 11:54:26 main:581] : INFO : Epoch 12 | loss: 9.44835e-05 | val_loss: 9.53463e-05 | Time: 4741.15 ms [2020-11-24 11:54:31 main:581] : INFO : Epoch 13 | loss: 9.38766e-05 | val_loss: 9.52295e-05 | Time: 4888.23 ms [2020-11-24 11:54:36 main:581] : INFO : Epoch 14 | loss: 9.39934e-05 | val_loss: 9.45872e-05 | Time: 4777 ms [2020-11-24 11:54:40 main:581] : INFO : Epoch 15 | loss: 9.17137e-05 | val_loss: 9.37424e-05 | Time: 4768.36 ms [2020-11-24 11:54:45 main:581] : INFO : Epoch 16 | loss: 9.19117e-05 | val_loss: 9.39717e-05 | Time: 4795.73 ms [2020-11-24 11:54:50 main:581] : INFO : Epoch 17 | loss: 9.12693e-05 | val_loss: 9.22887e-05 | Time: 4831.86 ms [2020-11-24 11:54:55 main:581] : INFO : Epoch 18 | loss: 9.02794e-05 | val_loss: 9.14545e-05 | Time: 4763.77 ms [2020-11-24 11:55:00 main:581] : INFO : Epoch 19 | loss: 8.92161e-05 | val_loss: 9.15095e-05 | Time: 4743.83 ms [2020-11-24 11:55:04 main:581] : INFO : Epoch 20 | loss: 8.90405e-05 | val_loss: 8.97387e-05 | Time: 4752.39 ms [2020-11-24 11:55:09 main:581] : INFO : Epoch 21 | loss: 8.77743e-05 | val_loss: 0.000103736 | Time: 4881.99 ms [2020-11-24 11:55:14 main:581] : INFO : Epoch 22 | loss: 8.97933e-05 | val_loss: 8.84806e-05 | Time: 4840.31 ms [2020-11-24 11:55:19 main:581] : INFO : Epoch 23 | loss: 8.76234e-05 | val_loss: 8.82425e-05 | Time: 4844.09 ms [2020-11-24 11:55:24 main:581] : INFO : Epoch 24 | loss: 8.6079e-05 | val_loss: 8.8725e-05 | Time: 4807.08 ms [2020-11-24 11:55:28 main:581] : INFO : Epoch 25 | loss: 8.52584e-05 | val_loss: 8.82048e-05 | Time: 4808.47 ms [2020-11-24 11:55:33 main:581] : INFO : Epoch 26 | loss: 8.51326e-05 | val_loss: 8.64963e-05 | Time: 4776.48 ms [2020-11-24 11:55:38 main:581] : INFO : Epoch 27 | loss: 8.37625e-05 | val_loss: 8.60115e-05 | Time: 4755.58 ms [2020-11-24 11:55:43 main:581] : INFO : Epoch 28 | loss: 8.34703e-05 | val_loss: 8.63888e-05 | Time: 4775.91 ms [2020-11-24 11:55:48 main:581] : INFO : Epoch 29 | loss: 8.32573e-05 | val_loss: 8.50104e-05 | Time: 4840.3 ms [2020-11-24 11:55:52 main:581] : INFO : Epoch 30 | loss: 8.21301e-05 | val_loss: 8.301e-05 | Time: 4789.52 ms [2020-11-24 11:55:57 main:581] : INFO : Epoch 31 | loss: 8.1563e-05 | val_loss: 8.45822e-05 | Time: 4845.48 ms [2020-11-24 11:56:02 main:581] : INFO : Epoch 32 | loss: 8.1979e-05 | val_loss: 8.45697e-05 | Time: 4837.71 ms [2020-11-24 11:56:07 main:581] : INFO : Epoch 33 | loss: 8.12956e-05 | val_loss: 8.17753e-05 | Time: 4787.24 ms [2020-11-24 11:56:12 main:581] : INFO : Epoch 34 | loss: 7.97428e-05 | val_loss: 8.15698e-05 | Time: 4807.41 ms [2020-11-24 11:56:16 main:581] : INFO : Epoch 35 | loss: 7.99619e-05 | val_loss: 8.17513e-05 | Time: 4747.94 ms [2020-11-24 11:56:21 main:581] : INFO : Epoch 36 | loss: 7.88467e-05 | val_loss: 8.11655e-05 | Time: 4743.04 ms [2020-11-24 11:56:26 main:581] : INFO : Epoch 37 | loss: 7.79358e-05 | val_loss: 8.01048e-05 | Time: 4780.02 ms [2020-11-24 11:56:31 main:581] : INFO : Epoch 38 | loss: 7.84414e-05 | val_loss: 8.01183e-05 | Time: 4773.05 ms [2020-11-24 11:56:36 main:581] : INFO : Epoch 39 | loss: 7.84686e-05 | val_loss: 8.56896e-05 | Time: 4771.79 ms [2020-11-24 11:56:40 main:581] : INFO : Epoch 40 | loss: 7.82157e-05 | val_loss: 7.98896e-05 | Time: 4776.45 ms [2020-11-24 11:56:45 main:581] : INFO : Epoch 41 | loss: 7.63767e-05 | val_loss: 7.91924e-05 | Time: 4879.88 ms [2020-11-24 11:56:50 main:581] : INFO : Epoch 42 | loss: 7.55347e-05 | val_loss: 7.73143e-05 | Time: 4801.01 ms [2020-11-24 11:56:55 main:581] : INFO : Epoch 43 | loss: 7.49561e-05 | val_loss: 7.7757e-05 | Time: 4867.11 ms [2020-11-24 11:57:00 main:581] : INFO : Epoch 44 | loss: 7.46273e-05 | val_loss: 7.6175e-05 | Time: 4754.6 ms [2020-11-24 11:57:04 main:581] : INFO : Epoch 45 | loss: 7.72626e-05 | val_loss: 7.56621e-05 | Time: 4791.03 ms [2020-11-24 11:57:09 main:581] : INFO : Epoch 46 | loss: 7.46833e-05 | val_loss: 7.56433e-05 | Time: 4825.45 ms [2020-11-24 11:57:14 main:581] : INFO : Epoch 47 | loss: 7.33315e-05 | val_loss: 7.52005e-05 | Time: 4792.62 ms [2020-11-24 11:57:19 main:581] : INFO : Epoch 48 | loss: 7.26329e-05 | val_loss: 7.38995e-05 | Time: 4803.17 ms [2020-11-24 11:57:24 main:581] : INFO : Epoch 49 | loss: 7.31911e-05 | val_loss: 7.50204e-05 | Time: 4815.51 ms [2020-11-24 11:57:28 main:581] : INFO : Epoch 50 | loss: 7.18839e-05 | val_loss: 7.39966e-05 | Time: 4800.1 ms [2020-11-24 11:57:33 main:581] : INFO : Epoch 51 | loss: 7.12013e-05 | val_loss: 7.24185e-05 | Time: 4791.31 ms [2020-11-24 11:57:38 main:581] : INFO : Epoch 52 | loss: 7.13736e-05 | val_loss: 7.21476e-05 | Time: 4830.24 ms [2020-11-24 11:57:43 main:581] : INFO : Epoch 53 | loss: 7.01788e-05 | val_loss: 7.2257e-05 | Time: 4762.14 ms [2020-11-24 11:57:48 main:581] : INFO : Epoch 54 | loss: 7.01406e-05 | val_loss: 7.14875e-05 | Time: 4744.62 ms [2020-11-24 11:57:52 main:581] : INFO : Epoch 55 | loss: 6.96731e-05 | val_loss: 7.26116e-05 | Time: 4743.49 ms [2020-11-24 11:57:57 main:581] : INFO : Epoch 56 | loss: 6.92901e-05 | val_loss: 7.11811e-05 | Time: 4803.96 ms [2020-11-24 11:58:02 main:581] : INFO : Epoch 57 | loss: 7.05169e-05 | val_loss: 7.10168e-05 | Time: 4774.06 ms [2020-11-24 11:58:07 main:581] : INFO : Epoch 58 | loss: 6.99933e-05 | val_loss: 7.01625e-05 | Time: 4794.46 ms [2020-11-24 11:58:11 main:581] : INFO : Epoch 59 | loss: 6.82379e-05 | val_loss: 7.12384e-05 | Time: 4772.67 ms [2020-11-24 11:58:16 main:581] : INFO : Epoch 60 | loss: 6.75732e-05 | val_loss: 6.85271e-05 | Time: 4790.05 ms [2020-11-24 11:58:21 main:581] : INFO : Epoch 61 | loss: 6.73417e-05 | val_loss: 7.00879e-05 | Time: 4777.76 ms [2020-11-24 11:58:26 main:581] : INFO : Epoch 62 | loss: 6.74535e-05 | val_loss: 6.94569e-05 | Time: 4743.92 ms [2020-11-24 11:58:30 main:581] : INFO : Epoch 63 | loss: 6.68131e-05 | val_loss: 6.8566e-05 | Time: 4726.13 ms [2020-11-24 11:58:35 main:581] : INFO : Epoch 64 | loss: 6.61231e-05 | val_loss: 7.38614e-05 | Time: 4820.63 ms [2020-11-24 11:58:40 main:581] : INFO : Epoch 65 | loss: 6.58678e-05 | val_loss: 6.66469e-05 | Time: 5005.45 ms [2020-11-24 11:58:45 main:581] : INFO : Epoch 66 | loss: 6.54348e-05 | val_loss: 6.76165e-05 | Time: 4827.72 ms [2020-11-24 11:58:50 main:581] : INFO : Epoch 67 | loss: 6.54134e-05 | val_loss: 6.66225e-05 | Time: 4776.32 ms [2020-11-24 11:58:55 main:581] : INFO : Epoch 68 | loss: 6.43713e-05 | val_loss: 6.79211e-05 | Time: 4759.04 ms [2020-11-24 11:58:59 main:581] : INFO : Epoch 69 | loss: 6.46743e-05 | val_loss: 6.57367e-05 | Time: 4762.22 ms [2020-11-24 11:59:04 main:581] : INFO : Epoch 70 | loss: 6.43221e-05 | val_loss: 6.6206e-05 | Time: 4718.48 ms [2020-11-24 11:59:09 main:581] : INFO : Epoch 71 | loss: 6.43496e-05 | val_loss: 6.61398e-05 | Time: 4724.16 ms [2020-11-24 11:59:14 main:581] : INFO : Epoch 72 | loss: 6.49428e-05 | val_loss: 6.65345e-05 | Time: 4728.76 ms [2020-11-24 11:59:18 main:581] : INFO : Epoch 73 | loss: 6.3188e-05 | val_loss: 6.45333e-05 | Time: 4733.87 ms [2020-11-24 11:59:23 main:581] : INFO : Epoch 74 | loss: 6.21282e-05 | val_loss: 6.49914e-05 | Time: 4756.15 ms [2020-11-24 11:59:28 main:581] : INFO : Epoch 75 | loss: 6.21376e-05 | val_loss: 6.46463e-05 | Time: 4758.85 ms [2020-11-24 11:59:33 main:581] : INFO : Epoch 76 | loss: 6.16914e-05 | val_loss: 6.32014e-05 | Time: 4744.54 ms [2020-11-24 11:59:37 main:581] : INFO : Epoch 77 | loss: 6.12374e-05 | val_loss: 6.78158e-05 | Time: 4770.86 ms [2020-11-24 11:59:42 main:581] : INFO : Epoch 78 | loss: 6.13756e-05 | val_loss: 6.31589e-05 | Time: 4753.23 ms [2020-11-24 11:59:47 main:581] : INFO : Epoch 79 | loss: 6.0967e-05 | val_loss: 6.30412e-05 | Time: 4758.48 ms [2020-11-24 11:59:52 main:581] : INFO : Epoch 80 | loss: 6.02498e-05 | val_loss: 6.1676e-05 | Time: 4821.06 ms [2020-11-24 11:59:56 main:581] : INFO : Epoch 81 | loss: 6.03217e-05 | val_loss: 6.37009e-05 | Time: 4763.01 ms [2020-11-24 12:00:01 main:581] : INFO : Epoch 82 | loss: 6.06766e-05 | val_loss: 6.24621e-05 | Time: 4773.39 ms [2020-11-24 12:00:06 main:581] : INFO : Epoch 83 | loss: 5.96353e-05 | val_loss: 6.21394e-05 | Time: 4753.27 ms [2020-11-24 12:00:11 main:581] : INFO : Epoch 84 | loss: 5.92264e-05 | val_loss: 6.21801e-05 | Time: 4747.8 ms [2020-11-24 12:00:16 main:581] : INFO : Epoch 85 | loss: 5.87776e-05 | val_loss: 6.04279e-05 | Time: 4745.68 ms [2020-11-24 12:00:20 main:581] : INFO : Epoch 86 | loss: 5.86189e-05 | val_loss: 6.06095e-05 | Time: 4783.4 ms [2020-11-24 12:00:25 main:581] : INFO : Epoch 87 | loss: 5.82695e-05 | val_loss: 6.01044e-05 | Time: 4775.34 ms [2020-11-24 12:00:30 main:581] : INFO : Epoch 88 | loss: 5.87851e-05 | val_loss: 6.22155e-05 | Time: 4760.98 ms [2020-11-24 12:00:35 main:581] : INFO : Epoch 89 | loss: 5.77089e-05 | val_loss: 6.19737e-05 | Time: 4764.46 ms [2020-11-24 12:00:39 main:581] : INFO : Epoch 90 | loss: 5.73891e-05 | val_loss: 5.94984e-05 | Time: 4813.62 ms [2020-11-24 12:00:44 main:581] : INFO : Epoch 91 | loss: 5.8436e-05 | val_loss: 5.84047e-05 | Time: 4793.26 ms [2020-11-24 12:00:49 main:581] : INFO : Epoch 92 | loss: 5.67501e-05 | val_loss: 5.85532e-05 | Time: 4736.68 ms [2020-11-24 12:00:54 main:581] : INFO : Epoch 93 | loss: 5.62946e-05 | val_loss: 5.87518e-05 | Time: 4754.21 ms [2020-11-24 12:00:58 main:581] : INFO : Epoch 94 | loss: 5.60931e-05 | val_loss: 5.78788e-05 | Time: 4775.32 ms [2020-11-24 12:01:03 main:581] : INFO : Epoch 95 | loss: 5.59118e-05 | val_loss: 5.7168e-05 | Time: 4771.03 ms [2020-11-24 12:01:08 main:581] : INFO : Epoch 96 | loss: 5.61493e-05 | val_loss: 5.86093e-05 | Time: 4755.15 ms [2020-11-24 12:01:13 main:581] : INFO : Epoch 97 | loss: 5.5216e-05 | val_loss: 5.73728e-05 | Time: 4764.56 ms [2020-11-24 12:01:18 main:581] : INFO : Epoch 98 | loss: 5.49284e-05 | val_loss: 6.88497e-05 | Time: 4804.5 ms [2020-11-24 12:01:22 main:581] : INFO : Epoch 99 | loss: 5.77657e-05 | val_loss: 5.68612e-05 | Time: 4781.67 ms [2020-11-24 12:01:27 main:581] : INFO : Epoch 100 | loss: 5.51905e-05 | val_loss: 5.70007e-05 | Time: 4801.81 ms [2020-11-24 12:01:32 main:581] : INFO : Epoch 101 | loss: 5.41322e-05 | val_loss: 5.5639e-05 | Time: 4792.74 ms [2020-11-24 12:01:37 main:581] : INFO : Epoch 102 | loss: 5.43172e-05 | val_loss: 5.54519e-05 | Time: 4774.72 ms [2020-11-24 12:01:41 main:581] : INFO : Epoch 103 | loss: 5.39176e-05 | val_loss: 5.53351e-05 | Time: 4771.62 ms [2020-11-24 12:01:46 main:581] : INFO : Epoch 104 | loss: 5.35175e-05 | val_loss: 5.53977e-05 | Time: 4787.29 ms [2020-11-24 12:01:51 main:581] : INFO : Epoch 105 | loss: 5.35336e-05 | val_loss: 5.51464e-05 | Time: 4767.57 ms [2020-11-24 12:01:56 main:581] : INFO : Epoch 106 | loss: 5.31141e-05 | val_loss: 5.5959e-05 | Time: 4728.09 ms [2020-11-24 12:02:01 main:581] : INFO : Epoch 107 | loss: 5.29721e-05 | val_loss: 5.58849e-05 | Time: 4746.29 ms [2020-11-24 12:02:05 main:581] : INFO : Epoch 108 | loss: 5.30304e-05 | val_loss: 5.49284e-05 | Time: 4777.89 ms [2020-11-24 12:02:10 main:581] : INFO : Epoch 109 | loss: 5.22371e-05 | val_loss: 5.52095e-05 | Time: 4783.46 ms [2020-11-24 12:02:15 main:581] : INFO : Epoch 110 | loss: 5.19882e-05 | val_loss: 5.55704e-05 | Time: 4767.53 ms [2020-11-24 12:02:20 main:581] : INFO : Epoch 111 | loss: 5.20235e-05 | val_loss: 5.63325e-05 | Time: 4764.59 ms [2020-11-24 12:02:24 main:581] : INFO : Epoch 112 | loss: 5.1936e-05 | val_loss: 5.35821e-05 | Time: 4795.77 ms [2020-11-24 12:02:29 main:581] : INFO : Epoch 113 | loss: 5.11298e-05 | val_loss: 5.26522e-05 | Time: 4769.13 ms [2020-11-24 12:02:34 main:581] : INFO : Epoch 114 | loss: 5.18716e-05 | val_loss: 5.32397e-05 | Time: 4763.31 ms [2020-11-24 12:02:39 main:581] : INFO : Epoch 115 | loss: 5.11025e-05 | val_loss: 5.25544e-05 | Time: 4790.33 ms [2020-11-24 12:02:43 main:581] : INFO : Epoch 116 | loss: 5.06384e-05 | val_loss: 5.30378e-05 | Time: 4756.86 ms [2020-11-24 12:02:48 main:581] : INFO : Epoch 117 | loss: 5.03794e-05 | val_loss: 5.22059e-05 | Time: 4773.72 ms [2020-11-24 12:02:53 main:581] : INFO : Epoch 118 | loss: 5.00888e-05 | val_loss: 5.19117e-05 | Time: 4796.04 ms [2020-11-24 12:02:58 main:581] : INFO : Epoch 119 | loss: 5.10378e-05 | val_loss: 5.25919e-05 | Time: 4754.39 ms [2020-11-24 12:03:03 main:581] : INFO : Epoch 120 | loss: 5.00051e-05 | val_loss: 5.24973e-05 | Time: 4762.72 ms [2020-11-24 12:03:07 main:581] : INFO : Epoch 121 | loss: 4.92595e-05 | val_loss: 5.34789e-05 | Time: 4770.88 ms [2020-11-24 12:03:12 main:581] : INFO : Epoch 122 | loss: 4.98545e-05 | val_loss: 5.18764e-05 | Time: 4748.03 ms [2020-11-24 12:03:17 main:581] : INFO : Epoch 123 | loss: 4.89846e-05 | val_loss: 5.10446e-05 | Time: 4767.44 ms [2020-11-24 12:03:22 main:581] : INFO : Epoch 124 | loss: 4.90613e-05 | val_loss: 5.08199e-05 | Time: 4791.43 ms [2020-11-24 12:03:26 main:581] : INFO : Epoch 125 | loss: 4.83035e-05 | val_loss: 5.01597e-05 | Time: 4806.33 ms [2020-11-24 12:03:31 main:581] : INFO : Epoch 126 | loss: 4.90124e-05 | val_loss: 4.99654e-05 | Time: 4805.8 ms [2020-11-24 12:03:36 main:581] : INFO : Epoch 127 | loss: 4.80012e-05 | val_loss: 4.95376e-05 | Time: 4888.86 ms [2020-11-24 12:03:41 main:581] : INFO : Epoch 128 | loss: 4.81847e-05 | val_loss: 5.08387e-05 | Time: 5031.92 ms [2020-11-24 12:03:46 main:581] : INFO : Epoch 129 | loss: 4.78967e-05 | val_loss: 5.01979e-05 | Time: 4761.32 ms [2020-11-24 12:03:51 main:581] : INFO : Epoch 130 | loss: 4.75385e-05 | val_loss: 4.96813e-05 | Time: 4784.02 ms [2020-11-24 12:03:56 main:581] : INFO : Epoch 131 | loss: 4.77176e-05 | val_loss: 4.98875e-05 | Time: 4778.93 ms [2020-11-24 12:04:00 main:581] : INFO : Epoch 132 | loss: 4.72157e-05 | val_loss: 4.95501e-05 | Time: 4756.35 ms [2020-11-24 12:04:05 main:581] : INFO : Epoch 133 | loss: 4.72565e-05 | val_loss: 4.9978e-05 | Time: 4796.22 ms [2020-11-24 12:04:10 main:581] : INFO : Epoch 134 | loss: 4.66909e-05 | val_loss: 4.90927e-05 | Time: 4789.75 ms [2020-11-24 12:04:15 main:581] : INFO : Epoch 135 | loss: 4.66037e-05 | val_loss: 5.06462e-05 | Time: 4822.76 ms [2020-11-24 12:04:20 main:581] : INFO : Epoch 136 | loss: 4.64315e-05 | val_loss: 4.85566e-05 | Time: 5159.35 ms [2020-11-24 12:04:25 main:581] : INFO : Epoch 137 | loss: 4.62174e-05 | val_loss: 4.93877e-05 | Time: 4766.47 ms [2020-11-24 12:04:29 main:581] : INFO : Epoch 138 | loss: 4.65129e-05 | val_loss: 4.97849e-05 | Time: 4829.16 ms [2020-11-24 12:04:34 main:581] : INFO : Epoch 139 | loss: 4.58911e-05 | val_loss: 4.82466e-05 | Time: 4824.53 ms [2020-11-24 12:04:39 main:581] : INFO : Epoch 140 | loss: 4.56883e-05 | val_loss: 4.76884e-05 | Time: 4835.26 ms [2020-11-24 12:04:44 main:581] : INFO : Epoch 141 | loss: 4.51782e-05 | val_loss: 4.86194e-05 | Time: 4806.62 ms [2020-11-24 12:04:49 main:581] : INFO : Epoch 142 | loss: 4.58521e-05 | val_loss: 4.75972e-05 | Time: 4800.25 ms [2020-11-24 12:04:54 main:581] : INFO : Epoch 143 | loss: 4.49188e-05 | val_loss: 4.94362e-05 | Time: 5186.56 ms [2020-11-24 12:04:59 main:581] : INFO : Epoch 144 | loss: 4.50989e-05 | val_loss: 4.7076e-05 | Time: 4818.44 ms [2020-11-24 12:05:04 main:581] : INFO : Epoch 145 | loss: 4.45595e-05 | val_loss: 4.69833e-05 | Time: 4827.27 ms [2020-11-24 12:05:08 main:581] : INFO : Epoch 146 | loss: 4.48742e-05 | val_loss: 4.6543e-05 | Time: 4758.95 ms [2020-11-24 12:05:13 main:581] : INFO : Epoch 147 | loss: 4.42658e-05 | val_loss: 4.64171e-05 | Time: 4817.41 ms [2020-11-24 12:05:18 main:581] : INFO : Epoch 148 | loss: 4.52597e-05 | val_loss: 4.68989e-05 | Time: 4788.14 ms [2020-11-24 12:05:23 main:581] : INFO : Epoch 149 | loss: 4.41146e-05 | val_loss: 4.65326e-05 | Time: 4825.83 ms [2020-11-24 12:05:27 main:581] : INFO : Epoch 150 | loss: 4.36967e-05 | val_loss: 4.59212e-05 | Time: 4743.04 ms [2020-11-24 12:05:32 main:581] : INFO : Epoch 151 | loss: 4.36971e-05 | val_loss: 4.55094e-05 | Time: 4737.62 ms [2020-11-24 12:05:37 main:581] : INFO : Epoch 152 | loss: 4.34356e-05 | val_loss: 4.54166e-05 | Time: 4770.73 ms [2020-11-24 12:05:42 main:581] : INFO : Epoch 153 | loss: 4.34401e-05 | val_loss: 4.48425e-05 | Time: 4762.84 ms [2020-11-24 12:05:47 main:581] : INFO : Epoch 154 | loss: 4.33938e-05 | val_loss: 4.48463e-05 | Time: 4784.93 ms [2020-11-24 12:05:51 main:581] : INFO : Epoch 155 | loss: 4.30604e-05 | val_loss: 4.60196e-05 | Time: 4787.14 ms [2020-11-24 12:05:56 main:581] : INFO : Epoch 156 | loss: 4.27705e-05 | val_loss: 4.58566e-05 | Time: 4789.56 ms [2020-11-24 12:06:01 main:581] : INFO : Epoch 157 | loss: 4.25763e-05 | val_loss: 4.47895e-05 | Time: 4849.7 ms [2020-11-24 12:06:06 main:581] : INFO : Epoch 158 | loss: 4.25796e-05 | val_loss: 4.4549e-05 | Time: 4852.06 ms [2020-11-24 12:06:11 main:581] : INFO : Epoch 159 | loss: 4.21852e-05 | val_loss: 4.61259e-05 | Time: 4834.63 ms [2020-11-24 12:06:15 main:581] : INFO : Epoch 160 | loss: 4.25821e-05 | val_loss: 4.39083e-05 | Time: 4836.99 ms [2020-11-24 12:06:20 main:581] : INFO : Epoch 161 | loss: 4.21275e-05 | val_loss: 4.49258e-05 | Time: 4806.92 ms [2020-11-24 12:06:25 main:581] : INFO : Epoch 162 | loss: 4.19175e-05 | val_loss: 4.46483e-05 | Time: 4758.56 ms [2020-11-24 12:06:30 main:581] : INFO : Epoch 163 | loss: 4.19144e-05 | val_loss: 4.4357e-05 | Time: 5048.8 ms [2020-11-24 12:06:35 main:581] : INFO : Epoch 164 | loss: 4.17849e-05 | val_loss: 4.3603e-05 | Time: 4861.32 ms [2020-11-24 12:06:40 main:581] : INFO : Epoch 165 | loss: 4.12889e-05 | val_loss: 4.44459e-05 | Time: 4838.02 ms [2020-11-24 12:06:45 main:581] : INFO : Epoch 166 | loss: 4.13769e-05 | val_loss: 4.31817e-05 | Time: 4750.23 ms [2020-11-24 12:06:49 main:581] : INFO : Epoch 167 | loss: 4.10226e-05 | val_loss: 4.30723e-05 | Time: 4761.37 ms [2020-11-24 12:06:54 main:581] : INFO : Epoch 168 | loss: 4.07843e-05 | val_loss: 4.35734e-05 | Time: 4845.35 ms [2020-11-24 12:06:59 main:581] : INFO : Epoch 169 | loss: 4.09206e-05 | val_loss: 4.32447e-05 | Time: 4795.79 ms [2020-11-24 12:07:04 main:581] : INFO : Epoch 170 | loss: 4.07165e-05 | val_loss: 4.19774e-05 | Time: 4779.12 ms [2020-11-24 12:07:09 main:581] : INFO : Epoch 171 | loss: 4.07533e-05 | val_loss: 4.35224e-05 | Time: 4820.21 ms [2020-11-24 12:07:13 main:581] : INFO : Epoch 172 | loss: 4.03606e-05 | val_loss: 4.31045e-05 | Time: 4791 ms [2020-11-24 12:07:18 main:581] : INFO : Epoch 173 | loss: 4.02271e-05 | val_loss: 4.28648e-05 | Time: 4798.4 ms [2020-11-24 12:07:23 main:581] : INFO : Epoch 174 | loss: 4.01249e-05 | val_loss: 4.30746e-05 | Time: 4778.28 ms [2020-11-24 12:07:28 main:581] : INFO : Epoch 175 | loss: 4.02199e-05 | val_loss: 4.21113e-05 | Time: 4756.45 ms [2020-11-24 12:07:32 main:581] : INFO : Epoch 176 | loss: 3.9789e-05 | val_loss: 4.19402e-05 | Time: 4793.73 ms [2020-11-24 12:07:37 main:581] : INFO : Epoch 177 | loss: 3.97957e-05 | val_loss: 4.25585e-05 | Time: 4790.43 ms [2020-11-24 12:07:42 main:581] : INFO : Epoch 178 | loss: 3.96942e-05 | val_loss: 4.21114e-05 | Time: 4797.48 ms [2020-11-24 12:07:47 main:581] : INFO : Epoch 179 | loss: 3.93123e-05 | val_loss: 4.1971e-05 | Time: 4760.7 ms [2020-11-24 12:07:52 main:581] : INFO : Epoch 180 | loss: 3.9344e-05 | val_loss: 4.19348e-05 | Time: 4740.75 ms [2020-11-24 12:07:56 main:581] : INFO : Epoch 181 | loss: 3.9143e-05 | val_loss: 4.20046e-05 | Time: 4752.29 ms [2020-11-24 12:08:01 main:581] : INFO : Epoch 182 | loss: 3.88841e-05 | val_loss: 4.10043e-05 | Time: 4750.25 ms [2020-11-24 12:08:06 main:581] : INFO : Epoch 183 | loss: 3.88086e-05 | val_loss: 4.1574e-05 | Time: 4819.56 ms [2020-11-24 12:08:11 main:581] : INFO : Epoch 184 | loss: 3.88176e-05 | val_loss: 4.07669e-05 | Time: 4855.64 ms [2020-11-24 12:08:16 main:581] : INFO : Epoch 185 | loss: 3.85545e-05 | val_loss: 4.04273e-05 | Time: 4823.31 ms [2020-11-24 12:08:20 main:581] : INFO : Epoch 186 | loss: 3.86247e-05 | val_loss: 4.1153e-05 | Time: 4769.53 ms [2020-11-24 12:08:25 main:581] : INFO : Epoch 187 | loss: 3.82842e-05 | val_loss: 4.04651e-05 | Time: 4773.94 ms [2020-11-24 12:08:30 main:581] : INFO : Epoch 188 | loss: 3.79813e-05 | val_loss: 4.03426e-05 | Time: 4775.86 ms [2020-11-24 12:08:35 main:581] : INFO : Epoch 189 | loss: 3.80167e-05 | val_loss: 4.06338e-05 | Time: 4778.09 ms [2020-11-24 12:08:39 main:581] : INFO : Epoch 190 | loss: 3.80544e-05 | val_loss: 4.09693e-05 | Time: 4792.37 ms [2020-11-24 12:08:44 main:581] : INFO : Epoch 191 | loss: 3.82638e-05 | val_loss: 4.01524e-05 | Time: 4768.16 ms [2020-11-24 12:08:49 main:581] : INFO : Epoch 192 | loss: 3.75847e-05 | val_loss: 4.0519e-05 | Time: 4786.88 ms [2020-11-24 12:08:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 4.0519e-05 [2020-11-24 12:08:49 main:610] : INFO : Saving end state to config to file [2020-11-24 12:08:49 main:615] : INFO : Success, exiting.. 12:08:49 (2924185): 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)