Task 3043928
| Name | rand_automata_0010-1606117980-22137-1_0 |
| Workunit | 1378745 |
| Created | 23 Nov 2020, 15:11:41 UTC |
| Sent | 24 Nov 2020, 2:05:54 UTC |
| Report deadline | 1 Dec 2020, 2:05:54 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 28 sec |
| CPU time | 15 min 25 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 | 2.20 GB |
| Peak swap size | 10.03 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 11:06:42 main:442] : INFO : Set logging level to 1 [2020-11-24 11:06:42 main:448] : INFO : Running in BOINC Client mode [2020-11-24 11:06:42 main:451] : INFO : Resolving all filenames [2020-11-24 11:06:42 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 (exists = 1) [2020-11-24 11:06:42 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1606117980-22137-1_0_r2084360467_1 (exists = 0) [2020-11-24 11:06:42 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1606117980-22137-1_0_r2084360467_0 (exists = 0) [2020-11-24 11:06:42 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1606117980-22137-1 (exists = 1) [2020-11-24 11:06:42 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-24 11:06:42 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 [2020-11-24 11:06:42 main:481] : INFO : Configuration: [2020-11-24 11:06:42 main:482] : INFO : Model type: LSTM [2020-11-24 11:06:42 main:483] : INFO : Validation Loss Threshold: 0.0001 [2020-11-24 11:06:42 main:484] : INFO : Max Epochs: 192 [2020-11-24 11:06:42 main:485] : INFO : Batch Size: 32 [2020-11-24 11:06:42 main:486] : INFO : Learning Rate: 0.001 [2020-11-24 11:06:42 main:487] : INFO : Patience: 10 [2020-11-24 11:06:42 main:488] : INFO : Hidden Width: 64 [2020-11-24 11:06:42 main:489] : INFO : # Recurrent Layers: 4 [2020-11-24 11:06:42 main:490] : INFO : # Backend Layers: 2 [2020-11-24 11:06:42 main:491] : INFO : # Threads: 1 [2020-11-24 11:06:42 main:493] : INFO : Preparing Dataset [2020-11-24 11:06:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 11:06:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 11:06:43 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-24 11:06:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 11:06:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 11:06:43 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-24 11:06:43 main:501] : INFO : Creating Model [2020-11-24 11:06:43 main:514] : INFO : Preparing config file [2020-11-24 11:06:43 main:526] : INFO : Creating new config file [2020-11-24 11:06:43 main:545] : INFO : This is a continuation WU, loading previous network [2020-11-24 11:06:44 main:566] : INFO : Loading DataLoader into Memory [2020-11-24 11:06:44 main:569] : INFO : Starting Training [2020-11-24 11:06:49 main:581] : INFO : Epoch 1 | loss: 0.000144788 | val_loss: 0.000126915 | Time: 5385.69 ms [2020-11-24 11:06:54 main:581] : INFO : Epoch 2 | loss: 0.000125437 | val_loss: 0.000128293 | Time: 4799.96 ms [2020-11-24 11:06:59 main:581] : INFO : Epoch 3 | loss: 0.000125134 | val_loss: 0.000128353 | Time: 4803.35 ms [2020-11-24 11:07:04 main:581] : INFO : Epoch 4 | loss: 0.000124482 | val_loss: 0.000125694 | Time: 4835.36 ms [2020-11-24 11:07:09 main:581] : INFO : Epoch 5 | loss: 0.000123515 | val_loss: 0.00012454 | Time: 4821.94 ms [2020-11-24 11:07:13 main:581] : INFO : Epoch 6 | loss: 0.000121806 | val_loss: 0.000123501 | Time: 4839.2 ms [2020-11-24 11:07:18 main:581] : INFO : Epoch 7 | loss: 0.000120754 | val_loss: 0.000122468 | Time: 4853.17 ms [2020-11-24 11:07:23 main:581] : INFO : Epoch 8 | loss: 0.00011955 | val_loss: 0.000121147 | Time: 4775.19 ms [2020-11-24 11:07:28 main:581] : INFO : Epoch 9 | loss: 0.000118434 | val_loss: 0.000121677 | Time: 4797.23 ms [2020-11-24 11:07:33 main:581] : INFO : Epoch 10 | loss: 0.000116794 | val_loss: 0.000119596 | Time: 4807.83 ms [2020-11-24 11:07:38 main:581] : INFO : Epoch 11 | loss: 0.000115173 | val_loss: 0.000117102 | Time: 4841.39 ms [2020-11-24 11:07:42 main:581] : INFO : Epoch 12 | loss: 0.000114123 | val_loss: 0.00011547 | Time: 4852.74 ms [2020-11-24 11:07:47 main:581] : INFO : Epoch 13 | loss: 0.000112608 | val_loss: 0.000114488 | Time: 4798.61 ms [2020-11-24 11:07:52 main:581] : INFO : Epoch 14 | loss: 0.000111344 | val_loss: 0.00011412 | Time: 4787.76 ms [2020-11-24 11:07:57 main:581] : INFO : Epoch 15 | loss: 0.000110264 | val_loss: 0.000112557 | Time: 4778.74 ms [2020-11-24 11:08:02 main:581] : INFO : Epoch 16 | loss: 0.000108985 | val_loss: 0.000111197 | Time: 4806.4 ms [2020-11-24 11:08:06 main:581] : INFO : Epoch 17 | loss: 0.000107643 | val_loss: 0.000108736 | Time: 4783.39 ms [2020-11-24 11:08:11 main:581] : INFO : Epoch 18 | loss: 0.000106372 | val_loss: 0.000108888 | Time: 4775.9 ms [2020-11-24 11:08:16 main:581] : INFO : Epoch 19 | loss: 0.000105226 | val_loss: 0.000107049 | Time: 4745.7 ms [2020-11-24 11:08:21 main:581] : INFO : Epoch 20 | loss: 0.00010391 | val_loss: 0.000105486 | Time: 4756.39 ms [2020-11-24 11:08:25 main:581] : INFO : Epoch 21 | loss: 0.000102895 | val_loss: 0.000103459 | Time: 4743.55 ms [2020-11-24 11:08:30 main:581] : INFO : Epoch 22 | loss: 0.000101858 | val_loss: 0.000104259 | Time: 4783.58 ms [2020-11-24 11:08:35 main:581] : INFO : Epoch 23 | loss: 0.000101194 | val_loss: 0.000103655 | Time: 4813.36 ms [2020-11-24 11:08:40 main:581] : INFO : Epoch 24 | loss: 9.97713e-05 | val_loss: 0.000100655 | Time: 4844.72 ms [2020-11-24 11:08:45 main:581] : INFO : Epoch 25 | loss: 9.88448e-05 | val_loss: 0.000100993 | Time: 4812.85 ms [2020-11-24 11:08:49 main:581] : INFO : Epoch 26 | loss: 9.75851e-05 | val_loss: 9.97275e-05 | Time: 4840.64 ms [2020-11-24 11:08:54 main:581] : INFO : Epoch 27 | loss: 9.68052e-05 | val_loss: 9.87916e-05 | Time: 4792.38 ms [2020-11-24 11:08:59 main:581] : INFO : Epoch 28 | loss: 9.60789e-05 | val_loss: 9.81181e-05 | Time: 4836.33 ms [2020-11-24 11:09:04 main:581] : INFO : Epoch 29 | loss: 9.48678e-05 | val_loss: 9.62808e-05 | Time: 4813 ms [2020-11-24 11:09:09 main:581] : INFO : Epoch 30 | loss: 9.38268e-05 | val_loss: 9.69822e-05 | Time: 4819.72 ms [2020-11-24 11:09:14 main:581] : INFO : Epoch 31 | loss: 9.31889e-05 | val_loss: 9.43272e-05 | Time: 4811.05 ms [2020-11-24 11:09:18 main:581] : INFO : Epoch 32 | loss: 9.19349e-05 | val_loss: 9.33196e-05 | Time: 4813.42 ms [2020-11-24 11:09:23 main:581] : INFO : Epoch 33 | loss: 9.14411e-05 | val_loss: 9.20801e-05 | Time: 4832.06 ms [2020-11-24 11:09:28 main:581] : INFO : Epoch 34 | loss: 9.01499e-05 | val_loss: 9.10251e-05 | Time: 4787.06 ms [2020-11-24 11:09:33 main:581] : INFO : Epoch 35 | loss: 8.92999e-05 | val_loss: 9.11012e-05 | Time: 4805.93 ms [2020-11-24 11:09:38 main:581] : INFO : Epoch 36 | loss: 8.90066e-05 | val_loss: 8.99869e-05 | Time: 4755.48 ms [2020-11-24 11:09:42 main:581] : INFO : Epoch 37 | loss: 8.77116e-05 | val_loss: 8.90725e-05 | Time: 4756.33 ms [2020-11-24 11:09:47 main:581] : INFO : Epoch 38 | loss: 8.73928e-05 | val_loss: 8.88609e-05 | Time: 4782.23 ms [2020-11-24 11:09:52 main:581] : INFO : Epoch 39 | loss: 8.65604e-05 | val_loss: 8.83895e-05 | Time: 4824.97 ms [2020-11-24 11:09:57 main:581] : INFO : Epoch 40 | loss: 8.54559e-05 | val_loss: 8.68536e-05 | Time: 4751.74 ms [2020-11-24 11:10:01 main:581] : INFO : Epoch 41 | loss: 8.49025e-05 | val_loss: 8.59873e-05 | Time: 4743.59 ms [2020-11-24 11:10:06 main:581] : INFO : Epoch 42 | loss: 8.39517e-05 | val_loss: 8.51647e-05 | Time: 4798.01 ms [2020-11-24 11:10:11 main:581] : INFO : Epoch 43 | loss: 8.36885e-05 | val_loss: 8.53085e-05 | Time: 4820.34 ms [2020-11-24 11:10:16 main:581] : INFO : Epoch 44 | loss: 8.29817e-05 | val_loss: 8.51758e-05 | Time: 4814.68 ms [2020-11-24 11:10:21 main:581] : INFO : Epoch 45 | loss: 8.20541e-05 | val_loss: 8.29123e-05 | Time: 4799.09 ms [2020-11-24 11:10:25 main:581] : INFO : Epoch 46 | loss: 8.12112e-05 | val_loss: 8.45091e-05 | Time: 4820.71 ms [2020-11-24 11:10:30 main:581] : INFO : Epoch 47 | loss: 8.05264e-05 | val_loss: 8.13255e-05 | Time: 4837.43 ms [2020-11-24 11:10:35 main:581] : INFO : Epoch 48 | loss: 7.99901e-05 | val_loss: 8.09853e-05 | Time: 4853.73 ms [2020-11-24 11:10:40 main:581] : INFO : Epoch 49 | loss: 7.96713e-05 | val_loss: 8.10094e-05 | Time: 4827.2 ms [2020-11-24 11:10:45 main:581] : INFO : Epoch 50 | loss: 7.87216e-05 | val_loss: 8.02419e-05 | Time: 4806.33 ms [2020-11-24 11:10:50 main:581] : INFO : Epoch 51 | loss: 7.77942e-05 | val_loss: 7.9313e-05 | Time: 4868.14 ms [2020-11-24 11:10:54 main:581] : INFO : Epoch 52 | loss: 7.73368e-05 | val_loss: 7.78167e-05 | Time: 4778.05 ms [2020-11-24 11:10:59 main:581] : INFO : Epoch 53 | loss: 7.7056e-05 | val_loss: 8.02239e-05 | Time: 4784.97 ms [2020-11-24 11:11:04 main:581] : INFO : Epoch 54 | loss: 7.63951e-05 | val_loss: 7.70621e-05 | Time: 4761.37 ms [2020-11-24 11:11:09 main:581] : INFO : Epoch 55 | loss: 7.58597e-05 | val_loss: 7.74813e-05 | Time: 4806.83 ms [2020-11-24 11:11:14 main:581] : INFO : Epoch 56 | loss: 7.49001e-05 | val_loss: 7.62454e-05 | Time: 4765.8 ms [2020-11-24 11:11:18 main:581] : INFO : Epoch 57 | loss: 7.444e-05 | val_loss: 7.53624e-05 | Time: 4827.74 ms [2020-11-24 11:11:23 main:581] : INFO : Epoch 58 | loss: 7.40672e-05 | val_loss: 7.45693e-05 | Time: 4757.63 ms [2020-11-24 11:11:28 main:581] : INFO : Epoch 59 | loss: 7.31989e-05 | val_loss: 7.48809e-05 | Time: 4737.72 ms [2020-11-24 11:11:33 main:581] : INFO : Epoch 60 | loss: 7.30335e-05 | val_loss: 7.39387e-05 | Time: 4780.61 ms [2020-11-24 11:11:37 main:581] : INFO : Epoch 61 | loss: 7.20868e-05 | val_loss: 7.27523e-05 | Time: 4821.4 ms [2020-11-24 11:11:42 main:581] : INFO : Epoch 62 | loss: 7.18124e-05 | val_loss: 7.31289e-05 | Time: 4783.68 ms [2020-11-24 11:11:47 main:581] : INFO : Epoch 63 | loss: 7.12965e-05 | val_loss: 7.25818e-05 | Time: 4806.23 ms [2020-11-24 11:11:52 main:581] : INFO : Epoch 64 | loss: 7.07926e-05 | val_loss: 7.25052e-05 | Time: 4762.77 ms [2020-11-24 11:11:57 main:581] : INFO : Epoch 65 | loss: 7.0323e-05 | val_loss: 7.14185e-05 | Time: 4741.87 ms [2020-11-24 11:12:01 main:581] : INFO : Epoch 66 | loss: 6.96588e-05 | val_loss: 7.11441e-05 | Time: 4764.36 ms [2020-11-24 11:12:06 main:581] : INFO : Epoch 67 | loss: 6.93715e-05 | val_loss: 7.02701e-05 | Time: 4765.98 ms [2020-11-24 11:12:11 main:581] : INFO : Epoch 68 | loss: 6.87849e-05 | val_loss: 6.93188e-05 | Time: 4810.72 ms [2020-11-24 11:12:16 main:581] : INFO : Epoch 69 | loss: 6.82969e-05 | val_loss: 6.98854e-05 | Time: 4848.33 ms [2020-11-24 11:12:21 main:581] : INFO : Epoch 70 | loss: 6.77046e-05 | val_loss: 6.80732e-05 | Time: 4831.05 ms [2020-11-24 11:12:25 main:581] : INFO : Epoch 71 | loss: 6.74276e-05 | val_loss: 6.86612e-05 | Time: 4795.08 ms [2020-11-24 11:12:30 main:581] : INFO : Epoch 72 | loss: 6.70827e-05 | val_loss: 6.90207e-05 | Time: 4798.07 ms [2020-11-24 11:12:35 main:581] : INFO : Epoch 73 | loss: 6.63171e-05 | val_loss: 6.7551e-05 | Time: 4850.51 ms [2020-11-24 11:12:40 main:581] : INFO : Epoch 74 | loss: 6.58717e-05 | val_loss: 6.73497e-05 | Time: 4827.27 ms [2020-11-24 11:12:45 main:581] : INFO : Epoch 75 | loss: 6.59623e-05 | val_loss: 6.69106e-05 | Time: 4817.24 ms [2020-11-24 11:12:49 main:581] : INFO : Epoch 76 | loss: 6.52296e-05 | val_loss: 6.66244e-05 | Time: 4793.24 ms [2020-11-24 11:12:54 main:581] : INFO : Epoch 77 | loss: 6.46322e-05 | val_loss: 6.52442e-05 | Time: 4778.69 ms [2020-11-24 11:12:59 main:581] : INFO : Epoch 78 | loss: 6.46163e-05 | val_loss: 6.61269e-05 | Time: 4802.01 ms [2020-11-24 11:13:04 main:581] : INFO : Epoch 79 | loss: 6.39682e-05 | val_loss: 6.50053e-05 | Time: 4811.47 ms [2020-11-24 11:13:09 main:581] : INFO : Epoch 80 | loss: 6.37219e-05 | val_loss: 6.49324e-05 | Time: 4879.71 ms [2020-11-24 11:13:14 main:581] : INFO : Epoch 81 | loss: 6.29164e-05 | val_loss: 6.52174e-05 | Time: 4770.54 ms [2020-11-24 11:13:18 main:581] : INFO : Epoch 82 | loss: 6.26047e-05 | val_loss: 6.32924e-05 | Time: 4757.64 ms [2020-11-24 11:13:23 main:581] : INFO : Epoch 83 | loss: 6.20465e-05 | val_loss: 6.35074e-05 | Time: 4805.07 ms [2020-11-24 11:13:28 main:581] : INFO : Epoch 84 | loss: 6.19172e-05 | val_loss: 6.28399e-05 | Time: 4796.61 ms [2020-11-24 11:13:33 main:581] : INFO : Epoch 85 | loss: 6.13598e-05 | val_loss: 6.15629e-05 | Time: 4860.74 ms [2020-11-24 11:13:38 main:581] : INFO : Epoch 86 | loss: 6.13144e-05 | val_loss: 6.24476e-05 | Time: 4754.94 ms [2020-11-24 11:13:42 main:581] : INFO : Epoch 87 | loss: 6.08502e-05 | val_loss: 6.31078e-05 | Time: 4794.32 ms [2020-11-24 11:13:47 main:581] : INFO : Epoch 88 | loss: 6.06816e-05 | val_loss: 6.17059e-05 | Time: 4766.74 ms [2020-11-24 11:13:52 main:581] : INFO : Epoch 89 | loss: 5.9819e-05 | val_loss: 6.07812e-05 | Time: 4842.2 ms [2020-11-24 11:13:57 main:581] : INFO : Epoch 90 | loss: 5.96783e-05 | val_loss: 6.09239e-05 | Time: 4796.67 ms [2020-11-24 11:14:02 main:581] : INFO : Epoch 91 | loss: 5.93292e-05 | val_loss: 6.04773e-05 | Time: 4828.83 ms [2020-11-24 11:14:06 main:581] : INFO : Epoch 92 | loss: 5.86869e-05 | val_loss: 5.98339e-05 | Time: 4825.78 ms [2020-11-24 11:14:11 main:581] : INFO : Epoch 93 | loss: 5.84347e-05 | val_loss: 6.00766e-05 | Time: 4809.88 ms [2020-11-24 11:14:16 main:581] : INFO : Epoch 94 | loss: 5.83485e-05 | val_loss: 5.97273e-05 | Time: 4816.39 ms [2020-11-24 11:14:21 main:581] : INFO : Epoch 95 | loss: 5.80767e-05 | val_loss: 6.04401e-05 | Time: 4776.16 ms [2020-11-24 11:14:26 main:581] : INFO : Epoch 96 | loss: 5.76683e-05 | val_loss: 5.88651e-05 | Time: 4793.46 ms [2020-11-24 11:14:30 main:581] : INFO : Epoch 97 | loss: 5.71313e-05 | val_loss: 5.82544e-05 | Time: 4867.21 ms [2020-11-24 11:14:35 main:581] : INFO : Epoch 98 | loss: 5.69473e-05 | val_loss: 5.84486e-05 | Time: 4860.15 ms [2020-11-24 11:14:40 main:581] : INFO : Epoch 99 | loss: 5.69052e-05 | val_loss: 5.72897e-05 | Time: 4773.18 ms [2020-11-24 11:14:45 main:581] : INFO : Epoch 100 | loss: 5.61716e-05 | val_loss: 5.79383e-05 | Time: 4791.39 ms [2020-11-24 11:14:50 main:581] : INFO : Epoch 101 | loss: 5.60723e-05 | val_loss: 5.64649e-05 | Time: 4786.76 ms [2020-11-24 11:14:54 main:581] : INFO : Epoch 102 | loss: 5.57811e-05 | val_loss: 5.64119e-05 | Time: 4789.98 ms [2020-11-24 11:14:59 main:581] : INFO : Epoch 103 | loss: 5.56924e-05 | val_loss: 5.64211e-05 | Time: 4828.16 ms [2020-11-24 11:15:04 main:581] : INFO : Epoch 104 | loss: 5.50544e-05 | val_loss: 5.56118e-05 | Time: 4770.04 ms [2020-11-24 11:15:09 main:581] : INFO : Epoch 105 | loss: 5.50749e-05 | val_loss: 5.56048e-05 | Time: 4805.12 ms [2020-11-24 11:15:14 main:581] : INFO : Epoch 106 | loss: 5.42502e-05 | val_loss: 5.52294e-05 | Time: 4868.56 ms [2020-11-24 11:15:19 main:581] : INFO : Epoch 107 | loss: 5.41717e-05 | val_loss: 5.54822e-05 | Time: 4845.11 ms [2020-11-24 11:15:23 main:581] : INFO : Epoch 108 | loss: 5.42062e-05 | val_loss: 5.5617e-05 | Time: 4814.3 ms [2020-11-24 11:15:28 main:581] : INFO : Epoch 109 | loss: 5.3744e-05 | val_loss: 5.42627e-05 | Time: 4859.08 ms [2020-11-24 11:15:33 main:581] : INFO : Epoch 110 | loss: 5.29936e-05 | val_loss: 5.43982e-05 | Time: 4804.7 ms [2020-11-24 11:15:38 main:581] : INFO : Epoch 111 | loss: 5.31373e-05 | val_loss: 5.57004e-05 | Time: 4804.33 ms [2020-11-24 11:15:43 main:581] : INFO : Epoch 112 | loss: 5.31158e-05 | val_loss: 5.36503e-05 | Time: 4853.79 ms [2020-11-24 11:15:47 main:581] : INFO : Epoch 113 | loss: 5.2235e-05 | val_loss: 5.33975e-05 | Time: 4796.36 ms [2020-11-24 11:15:52 main:581] : INFO : Epoch 114 | loss: 5.19224e-05 | val_loss: 5.34383e-05 | Time: 4843.27 ms [2020-11-24 11:15:57 main:581] : INFO : Epoch 115 | loss: 5.16137e-05 | val_loss: 5.27375e-05 | Time: 4822.82 ms [2020-11-24 11:16:02 main:581] : INFO : Epoch 116 | loss: 5.17328e-05 | val_loss: 5.24131e-05 | Time: 4809.77 ms [2020-11-24 11:16:07 main:581] : INFO : Epoch 117 | loss: 5.14156e-05 | val_loss: 5.2586e-05 | Time: 4789.31 ms [2020-11-24 11:16:12 main:581] : INFO : Epoch 118 | loss: 5.11982e-05 | val_loss: 5.23279e-05 | Time: 4804.39 ms [2020-11-24 11:16:16 main:581] : INFO : Epoch 119 | loss: 5.13134e-05 | val_loss: 5.28422e-05 | Time: 4761.85 ms [2020-11-24 11:16:21 main:581] : INFO : Epoch 120 | loss: 5.08631e-05 | val_loss: 5.28756e-05 | Time: 4763.1 ms [2020-11-24 11:16:26 main:581] : INFO : Epoch 121 | loss: 5.06613e-05 | val_loss: 5.0866e-05 | Time: 4756.76 ms [2020-11-24 11:16:31 main:581] : INFO : Epoch 122 | loss: 5.00355e-05 | val_loss: 5.05444e-05 | Time: 4760.5 ms [2020-11-24 11:16:35 main:581] : INFO : Epoch 123 | loss: 4.96417e-05 | val_loss: 5.07619e-05 | Time: 4777.08 ms [2020-11-24 11:16:40 main:581] : INFO : Epoch 124 | loss: 4.94991e-05 | val_loss: 5.024e-05 | Time: 4763.14 ms [2020-11-24 11:16:45 main:581] : INFO : Epoch 125 | loss: 4.91849e-05 | val_loss: 5.10676e-05 | Time: 4798.79 ms [2020-11-24 11:16:50 main:581] : INFO : Epoch 126 | loss: 4.91876e-05 | val_loss: 4.95228e-05 | Time: 4802.8 ms [2020-11-24 11:16:55 main:581] : INFO : Epoch 127 | loss: 4.87181e-05 | val_loss: 4.98395e-05 | Time: 4855.47 ms [2020-11-24 11:16:59 main:581] : INFO : Epoch 128 | loss: 4.90839e-05 | val_loss: 4.97298e-05 | Time: 4828.64 ms [2020-11-24 11:17:04 main:581] : INFO : Epoch 129 | loss: 4.85772e-05 | val_loss: 4.90024e-05 | Time: 4810.32 ms [2020-11-24 11:17:09 main:581] : INFO : Epoch 130 | loss: 4.79667e-05 | val_loss: 4.84706e-05 | Time: 4784.42 ms [2020-11-24 11:17:14 main:581] : INFO : Epoch 131 | loss: 4.79153e-05 | val_loss: 4.84131e-05 | Time: 4772.65 ms [2020-11-24 11:17:19 main:581] : INFO : Epoch 132 | loss: 4.733e-05 | val_loss: 4.87236e-05 | Time: 4849.34 ms [2020-11-24 11:17:24 main:581] : INFO : Epoch 133 | loss: 4.75379e-05 | val_loss: 4.91332e-05 | Time: 4860.28 ms [2020-11-24 11:17:28 main:581] : INFO : Epoch 134 | loss: 4.74289e-05 | val_loss: 4.90324e-05 | Time: 4738.45 ms [2020-11-24 11:17:33 main:581] : INFO : Epoch 135 | loss: 4.69758e-05 | val_loss: 4.80441e-05 | Time: 4770.87 ms [2020-11-24 11:17:38 main:581] : INFO : Epoch 136 | loss: 4.68354e-05 | val_loss: 4.7033e-05 | Time: 4735.84 ms [2020-11-24 11:17:42 main:581] : INFO : Epoch 137 | loss: 4.65895e-05 | val_loss: 4.66892e-05 | Time: 4743.07 ms [2020-11-24 11:17:47 main:581] : INFO : Epoch 138 | loss: 4.62687e-05 | val_loss: 4.72717e-05 | Time: 4803.91 ms [2020-11-24 11:17:52 main:581] : INFO : Epoch 139 | loss: 4.58935e-05 | val_loss: 4.70611e-05 | Time: 4755.82 ms [2020-11-24 11:17:57 main:581] : INFO : Epoch 140 | loss: 4.55464e-05 | val_loss: 4.58609e-05 | Time: 4772.5 ms [2020-11-24 11:18:02 main:581] : INFO : Epoch 141 | loss: 4.57519e-05 | val_loss: 4.67257e-05 | Time: 4875.82 ms [2020-11-24 11:18:06 main:581] : INFO : Epoch 142 | loss: 4.53806e-05 | val_loss: 4.60265e-05 | Time: 4766.93 ms [2020-11-24 11:18:11 main:581] : INFO : Epoch 143 | loss: 4.52357e-05 | val_loss: 4.56851e-05 | Time: 4774.72 ms [2020-11-24 11:18:16 main:581] : INFO : Epoch 144 | loss: 4.47215e-05 | val_loss: 4.55681e-05 | Time: 4792.39 ms [2020-11-24 11:18:21 main:581] : INFO : Epoch 145 | loss: 4.43791e-05 | val_loss: 4.54729e-05 | Time: 4793.09 ms [2020-11-24 11:18:26 main:581] : INFO : Epoch 146 | loss: 4.45454e-05 | val_loss: 4.5668e-05 | Time: 4815.06 ms [2020-11-24 11:18:30 main:581] : INFO : Epoch 147 | loss: 4.40419e-05 | val_loss: 4.53607e-05 | Time: 4794.44 ms [2020-11-24 11:18:35 main:581] : INFO : Epoch 148 | loss: 4.4188e-05 | val_loss: 4.4811e-05 | Time: 4808 ms [2020-11-24 11:18:40 main:581] : INFO : Epoch 149 | loss: 4.4536e-05 | val_loss: 4.44031e-05 | Time: 4812.91 ms [2020-11-24 11:18:45 main:581] : INFO : Epoch 150 | loss: 4.33758e-05 | val_loss: 4.47954e-05 | Time: 4782.47 ms [2020-11-24 11:18:50 main:581] : INFO : Epoch 151 | loss: 4.37646e-05 | val_loss: 4.42421e-05 | Time: 4819.12 ms [2020-11-24 11:18:54 main:581] : INFO : Epoch 152 | loss: 4.30272e-05 | val_loss: 4.40962e-05 | Time: 4822.57 ms [2020-11-24 11:18:59 main:581] : INFO : Epoch 153 | loss: 4.27497e-05 | val_loss: 4.38357e-05 | Time: 4809.04 ms [2020-11-24 11:19:04 main:581] : INFO : Epoch 154 | loss: 4.35075e-05 | val_loss: 4.35399e-05 | Time: 4869.57 ms [2020-11-24 11:19:09 main:581] : INFO : Epoch 155 | loss: 4.26538e-05 | val_loss: 4.46209e-05 | Time: 4769.96 ms [2020-11-24 11:19:14 main:581] : INFO : Epoch 156 | loss: 4.25179e-05 | val_loss: 4.39178e-05 | Time: 4792.29 ms [2020-11-24 11:19:19 main:581] : INFO : Epoch 157 | loss: 4.27504e-05 | val_loss: 4.35174e-05 | Time: 4810.19 ms [2020-11-24 11:19:23 main:581] : INFO : Epoch 158 | loss: 4.2112e-05 | val_loss: 4.30612e-05 | Time: 4810.45 ms [2020-11-24 11:19:28 main:581] : INFO : Epoch 159 | loss: 4.19317e-05 | val_loss: 4.26793e-05 | Time: 4844.86 ms [2020-11-24 11:19:33 main:581] : INFO : Epoch 160 | loss: 4.17664e-05 | val_loss: 4.23933e-05 | Time: 4875.45 ms [2020-11-24 11:19:38 main:581] : INFO : Epoch 161 | loss: 4.14734e-05 | val_loss: 4.21997e-05 | Time: 4882.47 ms [2020-11-24 11:19:43 main:581] : INFO : Epoch 162 | loss: 4.14911e-05 | val_loss: 4.18376e-05 | Time: 4826.66 ms [2020-11-24 11:19:48 main:581] : INFO : Epoch 163 | loss: 4.14746e-05 | val_loss: 4.22666e-05 | Time: 4802.05 ms [2020-11-24 11:19:52 main:581] : INFO : Epoch 164 | loss: 4.11461e-05 | val_loss: 4.15438e-05 | Time: 4787.08 ms [2020-11-24 11:19:57 main:581] : INFO : Epoch 165 | loss: 4.07281e-05 | val_loss: 4.36186e-05 | Time: 4820.6 ms [2020-11-24 11:20:02 main:581] : INFO : Epoch 166 | loss: 4.1031e-05 | val_loss: 4.24901e-05 | Time: 4856.07 ms [2020-11-24 11:20:07 main:581] : INFO : Epoch 167 | loss: 4.04978e-05 | val_loss: 4.15257e-05 | Time: 4808.94 ms [2020-11-24 11:20:12 main:581] : INFO : Epoch 168 | loss: 4.04134e-05 | val_loss: 4.11667e-05 | Time: 4850.77 ms [2020-11-24 11:20:16 main:581] : INFO : Epoch 169 | loss: 4.01801e-05 | val_loss: 4.11993e-05 | Time: 4797.55 ms [2020-11-24 11:20:21 main:581] : INFO : Epoch 170 | loss: 4.03691e-05 | val_loss: 4.14201e-05 | Time: 4780.67 ms [2020-11-24 11:20:26 main:581] : INFO : Epoch 171 | loss: 3.97109e-05 | val_loss: 4.19394e-05 | Time: 4834.18 ms [2020-11-24 11:20:31 main:581] : INFO : Epoch 172 | loss: 3.98642e-05 | val_loss: 4.06767e-05 | Time: 4836.71 ms [2020-11-24 11:20:36 main:581] : INFO : Epoch 173 | loss: 3.92752e-05 | val_loss: 4.05078e-05 | Time: 4797.89 ms [2020-11-24 11:20:41 main:581] : INFO : Epoch 174 | loss: 3.95811e-05 | val_loss: 4.07205e-05 | Time: 4763 ms [2020-11-24 11:20:45 main:581] : INFO : Epoch 175 | loss: 3.93866e-05 | val_loss: 4.0997e-05 | Time: 4770.97 ms [2020-11-24 11:20:50 main:581] : INFO : Epoch 176 | loss: 3.91664e-05 | val_loss: 4.06132e-05 | Time: 4782.66 ms [2020-11-24 11:20:55 main:581] : INFO : Epoch 177 | loss: 3.87657e-05 | val_loss: 4.01021e-05 | Time: 4821.97 ms [2020-11-24 11:21:00 main:581] : INFO : Epoch 178 | loss: 3.87186e-05 | val_loss: 3.96226e-05 | Time: 4832.38 ms [2020-11-24 11:21:04 main:581] : INFO : Epoch 179 | loss: 3.86967e-05 | val_loss: 3.98035e-05 | Time: 4761.36 ms [2020-11-24 11:21:09 main:581] : INFO : Epoch 180 | loss: 3.83378e-05 | val_loss: 3.92286e-05 | Time: 4762.68 ms [2020-11-24 11:21:14 main:581] : INFO : Epoch 181 | loss: 3.83995e-05 | val_loss: 3.88411e-05 | Time: 4796.8 ms [2020-11-24 11:21:19 main:581] : INFO : Epoch 182 | loss: 3.81606e-05 | val_loss: 3.87161e-05 | Time: 4877.29 ms [2020-11-24 11:21:24 main:581] : INFO : Epoch 183 | loss: 3.77916e-05 | val_loss: 3.87691e-05 | Time: 4872.12 ms [2020-11-24 11:21:29 main:581] : INFO : Epoch 184 | loss: 3.77233e-05 | val_loss: 3.89184e-05 | Time: 4829.22 ms [2020-11-24 11:21:33 main:581] : INFO : Epoch 185 | loss: 3.79153e-05 | val_loss: 3.89086e-05 | Time: 4828.88 ms [2020-11-24 11:21:38 main:581] : INFO : Epoch 186 | loss: 3.74242e-05 | val_loss: 3.87429e-05 | Time: 4827.92 ms [2020-11-24 11:21:43 main:581] : INFO : Epoch 187 | loss: 3.75277e-05 | val_loss: 3.81179e-05 | Time: 4848.12 ms [2020-11-24 11:21:48 main:581] : INFO : Epoch 188 | loss: 3.71058e-05 | val_loss: 3.89469e-05 | Time: 4850.75 ms [2020-11-24 11:21:53 main:581] : INFO : Epoch 189 | loss: 3.73594e-05 | val_loss: 3.77625e-05 | Time: 4801.45 ms [2020-11-24 11:21:58 main:581] : INFO : Epoch 190 | loss: 3.70561e-05 | val_loss: 3.75127e-05 | Time: 4794.69 ms [2020-11-24 11:22:02 main:581] : INFO : Epoch 191 | loss: 3.67481e-05 | val_loss: 3.79445e-05 | Time: 4813.34 ms [2020-11-24 11:22:07 main:581] : INFO : Epoch 192 | loss: 3.67752e-05 | val_loss: 3.78477e-05 | Time: 4812.92 ms [2020-11-24 11:22:07 main:604] : INFO : Saving trained model to model-final.pt, val_loss 3.78477e-05 [2020-11-24 11:22:07 main:610] : INFO : Saving end state to config to file [2020-11-24 11:22:07 main:615] : INFO : Success, exiting.. 11:22:07 (2798272): 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)