Task 3047095
| Name | rand_automata_0010-1606118036-24078-1_0 |
| Workunit | 1380830 |
| Created | 24 Nov 2020, 0:34:29 UTC |
| Sent | 24 Nov 2020, 3:55:10 UTC |
| Report deadline | 1 Dec 2020, 3:55:10 UTC |
| Received | 24 Nov 2020, 18:40:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 15 min 29 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 | 2.19 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 13:10:37 main:442] : INFO : Set logging level to 1 [2020-11-24 13:10:37 main:448] : INFO : Running in BOINC Client mode [2020-11-24 13:10:37 main:451] : INFO : Resolving all filenames [2020-11-24 13:10:37 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 (exists = 1) [2020-11-24 13:10:37 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1606118036-24078-1_0_r1848413305_1 (exists = 0) [2020-11-24 13:10:37 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1606118036-24078-1_0_r1848413305_0 (exists = 0) [2020-11-24 13:10:37 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1606118036-24078-1 (exists = 1) [2020-11-24 13:10:37 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-24 13:10:37 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 [2020-11-24 13:10:37 main:481] : INFO : Configuration: [2020-11-24 13:10:37 main:482] : INFO : Model type: LSTM [2020-11-24 13:10:37 main:483] : INFO : Validation Loss Threshold: 0.0001 [2020-11-24 13:10:37 main:484] : INFO : Max Epochs: 192 [2020-11-24 13:10:37 main:485] : INFO : Batch Size: 32 [2020-11-24 13:10:37 main:486] : INFO : Learning Rate: 0.001 [2020-11-24 13:10:37 main:487] : INFO : Patience: 10 [2020-11-24 13:10:37 main:488] : INFO : Hidden Width: 64 [2020-11-24 13:10:37 main:489] : INFO : # Recurrent Layers: 4 [2020-11-24 13:10:37 main:490] : INFO : # Backend Layers: 2 [2020-11-24 13:10:37 main:491] : INFO : # Threads: 1 [2020-11-24 13:10:37 main:493] : INFO : Preparing Dataset [2020-11-24 13:10:37 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 13:10:37 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 13:10:38 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-24 13:10:38 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 13:10:38 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 13:10:38 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-24 13:10:38 main:501] : INFO : Creating Model [2020-11-24 13:10:38 main:514] : INFO : Preparing config file [2020-11-24 13:10:38 main:526] : INFO : Creating new config file [2020-11-24 13:10:38 main:545] : INFO : This is a continuation WU, loading previous network [2020-11-24 13:10:39 main:566] : INFO : Loading DataLoader into Memory [2020-11-24 13:10:39 main:569] : INFO : Starting Training [2020-11-24 13:10:44 main:581] : INFO : Epoch 1 | loss: 0.000119984 | val_loss: 0.000101215 | Time: 5416.93 ms [2020-11-24 13:10:49 main:581] : INFO : Epoch 2 | loss: 9.95901e-05 | val_loss: 0.000101516 | Time: 4734.95 ms [2020-11-24 13:10:54 main:581] : INFO : Epoch 3 | loss: 9.97705e-05 | val_loss: 0.000101124 | Time: 5006.81 ms [2020-11-24 13:10:59 main:581] : INFO : Epoch 4 | loss: 9.94671e-05 | val_loss: 0.000101051 | Time: 5092 ms [2020-11-24 13:11:04 main:581] : INFO : Epoch 5 | loss: 9.91027e-05 | val_loss: 0.000100236 | Time: 4988.16 ms [2020-11-24 13:11:09 main:581] : INFO : Epoch 6 | loss: 9.84048e-05 | val_loss: 0.000100087 | Time: 4752.59 ms [2020-11-24 13:11:13 main:581] : INFO : Epoch 7 | loss: 9.77547e-05 | val_loss: 0.000100686 | Time: 4751.81 ms [2020-11-24 13:11:18 main:581] : INFO : Epoch 8 | loss: 9.71469e-05 | val_loss: 9.81291e-05 | Time: 4749.44 ms [2020-11-24 13:11:23 main:581] : INFO : Epoch 9 | loss: 9.62128e-05 | val_loss: 9.72089e-05 | Time: 4760.52 ms [2020-11-24 13:11:28 main:581] : INFO : Epoch 10 | loss: 9.54032e-05 | val_loss: 9.73484e-05 | Time: 4952.2 ms [2020-11-24 13:11:33 main:581] : INFO : Epoch 11 | loss: 9.49307e-05 | val_loss: 9.68037e-05 | Time: 5257.93 ms [2020-11-24 13:11:38 main:581] : INFO : Epoch 12 | loss: 9.39905e-05 | val_loss: 9.71508e-05 | Time: 4801.2 ms [2020-11-24 13:11:43 main:581] : INFO : Epoch 13 | loss: 9.34677e-05 | val_loss: 9.47123e-05 | Time: 4723.41 ms [2020-11-24 13:11:47 main:581] : INFO : Epoch 14 | loss: 9.25898e-05 | val_loss: 9.35259e-05 | Time: 4718 ms [2020-11-24 13:11:52 main:581] : INFO : Epoch 15 | loss: 9.1746e-05 | val_loss: 9.23582e-05 | Time: 4738.33 ms [2020-11-24 13:11:57 main:581] : INFO : Epoch 16 | loss: 9.06521e-05 | val_loss: 9.2006e-05 | Time: 4740.2 ms [2020-11-24 13:12:02 main:581] : INFO : Epoch 17 | loss: 9.00777e-05 | val_loss: 9.13001e-05 | Time: 4720.4 ms [2020-11-24 13:12:06 main:581] : INFO : Epoch 18 | loss: 8.92572e-05 | val_loss: 9.08597e-05 | Time: 4764.92 ms [2020-11-24 13:12:11 main:581] : INFO : Epoch 19 | loss: 8.84953e-05 | val_loss: 8.98988e-05 | Time: 4782.35 ms [2020-11-24 13:12:16 main:581] : INFO : Epoch 20 | loss: 8.78893e-05 | val_loss: 8.97789e-05 | Time: 4779.38 ms [2020-11-24 13:12:21 main:581] : INFO : Epoch 21 | loss: 8.71989e-05 | val_loss: 8.82986e-05 | Time: 4799.56 ms [2020-11-24 13:12:26 main:581] : INFO : Epoch 22 | loss: 8.64371e-05 | val_loss: 8.85748e-05 | Time: 4770.33 ms [2020-11-24 13:12:30 main:581] : INFO : Epoch 23 | loss: 8.60134e-05 | val_loss: 8.80907e-05 | Time: 4771.77 ms [2020-11-24 13:12:35 main:581] : INFO : Epoch 24 | loss: 8.51206e-05 | val_loss: 8.61077e-05 | Time: 4749.86 ms [2020-11-24 13:12:40 main:581] : INFO : Epoch 25 | loss: 8.46409e-05 | val_loss: 8.6224e-05 | Time: 4798.6 ms [2020-11-24 13:12:45 main:581] : INFO : Epoch 26 | loss: 8.35992e-05 | val_loss: 8.45954e-05 | Time: 4763.56 ms [2020-11-24 13:12:49 main:581] : INFO : Epoch 27 | loss: 8.32994e-05 | val_loss: 8.48685e-05 | Time: 4813.74 ms [2020-11-24 13:12:54 main:581] : INFO : Epoch 28 | loss: 8.27197e-05 | val_loss: 8.44243e-05 | Time: 4801.93 ms [2020-11-24 13:12:59 main:581] : INFO : Epoch 29 | loss: 8.18201e-05 | val_loss: 8.3324e-05 | Time: 4822 ms [2020-11-24 13:13:04 main:581] : INFO : Epoch 30 | loss: 8.16091e-05 | val_loss: 8.37934e-05 | Time: 4793.83 ms [2020-11-24 13:13:09 main:581] : INFO : Epoch 31 | loss: 8.07958e-05 | val_loss: 8.33529e-05 | Time: 4801.34 ms [2020-11-24 13:13:14 main:581] : INFO : Epoch 32 | loss: 8.01073e-05 | val_loss: 8.09299e-05 | Time: 5245.8 ms [2020-11-24 13:13:19 main:581] : INFO : Epoch 33 | loss: 7.9674e-05 | val_loss: 8.1826e-05 | Time: 4981.58 ms [2020-11-24 13:13:24 main:581] : INFO : Epoch 34 | loss: 7.87329e-05 | val_loss: 8.06582e-05 | Time: 4782.28 ms [2020-11-24 13:13:28 main:581] : INFO : Epoch 35 | loss: 7.85185e-05 | val_loss: 7.97216e-05 | Time: 4746.94 ms [2020-11-24 13:13:33 main:581] : INFO : Epoch 36 | loss: 7.76849e-05 | val_loss: 7.9245e-05 | Time: 4783.41 ms [2020-11-24 13:13:38 main:581] : INFO : Epoch 37 | loss: 7.67815e-05 | val_loss: 7.79872e-05 | Time: 4772.03 ms [2020-11-24 13:13:43 main:581] : INFO : Epoch 38 | loss: 7.67108e-05 | val_loss: 7.84181e-05 | Time: 4777.15 ms [2020-11-24 13:13:48 main:581] : INFO : Epoch 39 | loss: 7.64418e-05 | val_loss: 7.87225e-05 | Time: 4760.49 ms [2020-11-24 13:13:52 main:581] : INFO : Epoch 40 | loss: 7.5579e-05 | val_loss: 7.67283e-05 | Time: 4759 ms [2020-11-24 13:13:57 main:581] : INFO : Epoch 41 | loss: 7.48838e-05 | val_loss: 7.55121e-05 | Time: 4764.13 ms [2020-11-24 13:14:02 main:581] : INFO : Epoch 42 | loss: 7.43664e-05 | val_loss: 7.60778e-05 | Time: 4772.06 ms [2020-11-24 13:14:07 main:581] : INFO : Epoch 43 | loss: 7.39584e-05 | val_loss: 7.54603e-05 | Time: 4787.46 ms [2020-11-24 13:14:11 main:581] : INFO : Epoch 44 | loss: 7.33984e-05 | val_loss: 7.47818e-05 | Time: 4781.41 ms [2020-11-24 13:14:16 main:581] : INFO : Epoch 45 | loss: 7.29083e-05 | val_loss: 7.40898e-05 | Time: 4803.58 ms [2020-11-24 13:14:21 main:581] : INFO : Epoch 46 | loss: 7.22901e-05 | val_loss: 7.38652e-05 | Time: 5220.11 ms [2020-11-24 13:14:26 main:581] : INFO : Epoch 47 | loss: 7.17695e-05 | val_loss: 7.39697e-05 | Time: 4804.28 ms [2020-11-24 13:14:31 main:581] : INFO : Epoch 48 | loss: 7.14365e-05 | val_loss: 7.30076e-05 | Time: 4799.68 ms [2020-11-24 13:14:36 main:581] : INFO : Epoch 49 | loss: 7.11445e-05 | val_loss: 7.24112e-05 | Time: 4791.65 ms [2020-11-24 13:14:41 main:581] : INFO : Epoch 50 | loss: 7.03084e-05 | val_loss: 7.11336e-05 | Time: 4777.87 ms [2020-11-24 13:14:45 main:581] : INFO : Epoch 51 | loss: 6.96678e-05 | val_loss: 7.08564e-05 | Time: 4819.96 ms [2020-11-24 13:14:50 main:581] : INFO : Epoch 52 | loss: 6.96123e-05 | val_loss: 7.07919e-05 | Time: 4819.52 ms [2020-11-24 13:14:55 main:581] : INFO : Epoch 53 | loss: 6.91684e-05 | val_loss: 7.01907e-05 | Time: 4808.86 ms [2020-11-24 13:15:00 main:581] : INFO : Epoch 54 | loss: 6.8494e-05 | val_loss: 6.9902e-05 | Time: 4802.56 ms [2020-11-24 13:15:05 main:581] : INFO : Epoch 55 | loss: 6.82354e-05 | val_loss: 6.93264e-05 | Time: 4795.84 ms [2020-11-24 13:15:09 main:581] : INFO : Epoch 56 | loss: 6.77762e-05 | val_loss: 6.9526e-05 | Time: 4808.61 ms [2020-11-24 13:15:14 main:581] : INFO : Epoch 57 | loss: 6.74277e-05 | val_loss: 6.89202e-05 | Time: 4795.81 ms [2020-11-24 13:15:19 main:581] : INFO : Epoch 58 | loss: 6.65282e-05 | val_loss: 6.75755e-05 | Time: 4778.59 ms [2020-11-24 13:15:24 main:581] : INFO : Epoch 59 | loss: 6.65115e-05 | val_loss: 6.80459e-05 | Time: 4781.03 ms [2020-11-24 13:15:29 main:581] : INFO : Epoch 60 | loss: 6.60139e-05 | val_loss: 6.74276e-05 | Time: 4771.89 ms [2020-11-24 13:15:33 main:581] : INFO : Epoch 61 | loss: 6.54405e-05 | val_loss: 6.76397e-05 | Time: 4786.41 ms [2020-11-24 13:15:38 main:581] : INFO : Epoch 62 | loss: 6.50162e-05 | val_loss: 6.5938e-05 | Time: 4814.49 ms [2020-11-24 13:15:43 main:581] : INFO : Epoch 63 | loss: 6.46298e-05 | val_loss: 6.59274e-05 | Time: 4783.86 ms [2020-11-24 13:15:48 main:581] : INFO : Epoch 64 | loss: 6.41111e-05 | val_loss: 6.56913e-05 | Time: 4804.47 ms [2020-11-24 13:15:53 main:581] : INFO : Epoch 65 | loss: 6.40493e-05 | val_loss: 6.51028e-05 | Time: 4815.78 ms [2020-11-24 13:15:57 main:581] : INFO : Epoch 66 | loss: 6.3378e-05 | val_loss: 6.46422e-05 | Time: 4758.96 ms [2020-11-24 13:16:02 main:581] : INFO : Epoch 67 | loss: 6.2877e-05 | val_loss: 6.61997e-05 | Time: 4752.81 ms [2020-11-24 13:16:07 main:581] : INFO : Epoch 68 | loss: 6.29287e-05 | val_loss: 6.39732e-05 | Time: 4769.56 ms [2020-11-24 13:16:12 main:581] : INFO : Epoch 69 | loss: 6.22483e-05 | val_loss: 6.33339e-05 | Time: 4830.98 ms [2020-11-24 13:16:17 main:581] : INFO : Epoch 70 | loss: 6.20284e-05 | val_loss: 6.2774e-05 | Time: 4837 ms [2020-11-24 13:16:21 main:581] : INFO : Epoch 71 | loss: 6.16034e-05 | val_loss: 6.36133e-05 | Time: 4844.23 ms [2020-11-24 13:16:26 main:581] : INFO : Epoch 72 | loss: 6.12632e-05 | val_loss: 6.29266e-05 | Time: 4752.57 ms [2020-11-24 13:16:31 main:581] : INFO : Epoch 73 | loss: 6.08129e-05 | val_loss: 6.25712e-05 | Time: 4794.4 ms [2020-11-24 13:16:36 main:581] : INFO : Epoch 74 | loss: 6.03689e-05 | val_loss: 6.13236e-05 | Time: 4761.67 ms [2020-11-24 13:16:40 main:581] : INFO : Epoch 75 | loss: 6.03632e-05 | val_loss: 6.10403e-05 | Time: 4788.59 ms [2020-11-24 13:16:45 main:581] : INFO : Epoch 76 | loss: 5.96127e-05 | val_loss: 6.24878e-05 | Time: 4788.31 ms [2020-11-24 13:16:50 main:581] : INFO : Epoch 77 | loss: 5.9391e-05 | val_loss: 5.98496e-05 | Time: 4788.03 ms [2020-11-24 13:16:55 main:581] : INFO : Epoch 78 | loss: 5.88962e-05 | val_loss: 6.0406e-05 | Time: 4784.25 ms [2020-11-24 13:17:00 main:581] : INFO : Epoch 79 | loss: 5.86459e-05 | val_loss: 6.02393e-05 | Time: 4761.52 ms [2020-11-24 13:17:04 main:581] : INFO : Epoch 80 | loss: 5.83719e-05 | val_loss: 5.93863e-05 | Time: 4770.2 ms [2020-11-24 13:17:09 main:581] : INFO : Epoch 81 | loss: 5.79702e-05 | val_loss: 5.8492e-05 | Time: 4762.87 ms [2020-11-24 13:17:14 main:581] : INFO : Epoch 82 | loss: 5.76226e-05 | val_loss: 5.83917e-05 | Time: 4769.3 ms [2020-11-24 13:17:19 main:581] : INFO : Epoch 83 | loss: 5.72364e-05 | val_loss: 5.85316e-05 | Time: 4796.38 ms [2020-11-24 13:17:23 main:581] : INFO : Epoch 84 | loss: 5.6844e-05 | val_loss: 5.91357e-05 | Time: 4781.42 ms [2020-11-24 13:17:28 main:581] : INFO : Epoch 85 | loss: 5.6596e-05 | val_loss: 5.88542e-05 | Time: 4766.75 ms [2020-11-24 13:17:33 main:581] : INFO : Epoch 86 | loss: 5.65991e-05 | val_loss: 5.80689e-05 | Time: 4769.92 ms [2020-11-24 13:17:38 main:581] : INFO : Epoch 87 | loss: 5.63873e-05 | val_loss: 5.7009e-05 | Time: 4808.81 ms [2020-11-24 13:17:43 main:581] : INFO : Epoch 88 | loss: 5.56723e-05 | val_loss: 5.62695e-05 | Time: 4803.09 ms [2020-11-24 13:17:47 main:581] : INFO : Epoch 89 | loss: 5.52026e-05 | val_loss: 5.58962e-05 | Time: 4802.19 ms [2020-11-24 13:17:52 main:581] : INFO : Epoch 90 | loss: 5.49566e-05 | val_loss: 5.67746e-05 | Time: 4807.68 ms [2020-11-24 13:17:57 main:581] : INFO : Epoch 91 | loss: 5.51356e-05 | val_loss: 5.62362e-05 | Time: 4806.47 ms [2020-11-24 13:18:02 main:581] : INFO : Epoch 92 | loss: 5.46318e-05 | val_loss: 5.50865e-05 | Time: 4863.18 ms [2020-11-24 13:18:07 main:581] : INFO : Epoch 93 | loss: 5.42062e-05 | val_loss: 5.52551e-05 | Time: 4754.11 ms [2020-11-24 13:18:11 main:581] : INFO : Epoch 94 | loss: 5.36332e-05 | val_loss: 5.49078e-05 | Time: 4771.07 ms [2020-11-24 13:18:16 main:581] : INFO : Epoch 95 | loss: 5.36995e-05 | val_loss: 5.4329e-05 | Time: 4758.59 ms [2020-11-24 13:18:21 main:581] : INFO : Epoch 96 | loss: 5.37193e-05 | val_loss: 5.42592e-05 | Time: 5125.77 ms [2020-11-24 13:18:26 main:581] : INFO : Epoch 97 | loss: 5.31025e-05 | val_loss: 5.39612e-05 | Time: 4789.58 ms [2020-11-24 13:18:31 main:581] : INFO : Epoch 98 | loss: 5.29195e-05 | val_loss: 5.41965e-05 | Time: 4810.25 ms [2020-11-24 13:18:36 main:581] : INFO : Epoch 99 | loss: 5.27852e-05 | val_loss: 5.40561e-05 | Time: 4963.48 ms [2020-11-24 13:18:41 main:581] : INFO : Epoch 100 | loss: 5.2182e-05 | val_loss: 5.29141e-05 | Time: 5040.12 ms [2020-11-24 13:18:46 main:581] : INFO : Epoch 101 | loss: 5.18494e-05 | val_loss: 5.34006e-05 | Time: 4840.77 ms [2020-11-24 13:18:51 main:581] : INFO : Epoch 102 | loss: 5.16422e-05 | val_loss: 5.21112e-05 | Time: 4796.68 ms [2020-11-24 13:18:55 main:581] : INFO : Epoch 103 | loss: 5.17755e-05 | val_loss: 5.21987e-05 | Time: 4817.32 ms [2020-11-24 13:19:00 main:581] : INFO : Epoch 104 | loss: 5.1083e-05 | val_loss: 5.20801e-05 | Time: 4836.81 ms [2020-11-24 13:19:05 main:581] : INFO : Epoch 105 | loss: 5.08801e-05 | val_loss: 5.15501e-05 | Time: 4829.64 ms [2020-11-24 13:19:10 main:581] : INFO : Epoch 106 | loss: 5.0496e-05 | val_loss: 5.31523e-05 | Time: 4831.01 ms [2020-11-24 13:19:15 main:581] : INFO : Epoch 107 | loss: 5.0663e-05 | val_loss: 5.1082e-05 | Time: 4967.89 ms [2020-11-24 13:19:20 main:581] : INFO : Epoch 108 | loss: 5.00285e-05 | val_loss: 5.07814e-05 | Time: 4763.35 ms [2020-11-24 13:19:24 main:581] : INFO : Epoch 109 | loss: 4.98184e-05 | val_loss: 5.17229e-05 | Time: 4777.84 ms [2020-11-24 13:19:29 main:581] : INFO : Epoch 110 | loss: 4.97854e-05 | val_loss: 5.14619e-05 | Time: 4773.83 ms [2020-11-24 13:19:34 main:581] : INFO : Epoch 111 | loss: 4.95222e-05 | val_loss: 5.13577e-05 | Time: 4792.12 ms [2020-11-24 13:19:39 main:581] : INFO : Epoch 112 | loss: 4.90302e-05 | val_loss: 4.97999e-05 | Time: 4799.81 ms [2020-11-24 13:19:44 main:581] : INFO : Epoch 113 | loss: 4.89435e-05 | val_loss: 5.03532e-05 | Time: 4782.16 ms [2020-11-24 13:19:48 main:581] : INFO : Epoch 114 | loss: 4.84434e-05 | val_loss: 4.98713e-05 | Time: 4790.48 ms [2020-11-24 13:19:53 main:581] : INFO : Epoch 115 | loss: 4.8563e-05 | val_loss: 4.93619e-05 | Time: 4783.03 ms [2020-11-24 13:19:58 main:581] : INFO : Epoch 116 | loss: 4.82406e-05 | val_loss: 4.93501e-05 | Time: 4853.75 ms [2020-11-24 13:20:03 main:581] : INFO : Epoch 117 | loss: 4.79457e-05 | val_loss: 4.94094e-05 | Time: 4824.1 ms [2020-11-24 13:20:08 main:581] : INFO : Epoch 118 | loss: 4.78202e-05 | val_loss: 4.86575e-05 | Time: 4803.14 ms [2020-11-24 13:20:12 main:581] : INFO : Epoch 119 | loss: 4.7528e-05 | val_loss: 4.83816e-05 | Time: 4798.51 ms [2020-11-24 13:20:17 main:581] : INFO : Epoch 120 | loss: 4.72238e-05 | val_loss: 4.82331e-05 | Time: 4827.74 ms [2020-11-24 13:20:22 main:581] : INFO : Epoch 121 | loss: 4.71984e-05 | val_loss: 4.88898e-05 | Time: 4810.15 ms [2020-11-24 13:20:27 main:581] : INFO : Epoch 122 | loss: 4.67046e-05 | val_loss: 4.79647e-05 | Time: 4750.59 ms [2020-11-24 13:20:32 main:581] : INFO : Epoch 123 | loss: 4.663e-05 | val_loss: 4.78057e-05 | Time: 4762.36 ms [2020-11-24 13:20:36 main:581] : INFO : Epoch 124 | loss: 4.64367e-05 | val_loss: 4.72699e-05 | Time: 4726.08 ms [2020-11-24 13:20:41 main:581] : INFO : Epoch 125 | loss: 4.66277e-05 | val_loss: 4.74796e-05 | Time: 4753.88 ms [2020-11-24 13:20:46 main:581] : INFO : Epoch 126 | loss: 4.58416e-05 | val_loss: 4.73083e-05 | Time: 4765 ms [2020-11-24 13:20:50 main:581] : INFO : Epoch 127 | loss: 4.58391e-05 | val_loss: 4.73721e-05 | Time: 4737.63 ms [2020-11-24 13:20:55 main:581] : INFO : Epoch 128 | loss: 4.57544e-05 | val_loss: 4.6997e-05 | Time: 4773.5 ms [2020-11-24 13:21:00 main:581] : INFO : Epoch 129 | loss: 4.53255e-05 | val_loss: 4.63961e-05 | Time: 4802.89 ms [2020-11-24 13:21:05 main:581] : INFO : Epoch 130 | loss: 4.53427e-05 | val_loss: 4.63302e-05 | Time: 4838.41 ms [2020-11-24 13:21:10 main:581] : INFO : Epoch 131 | loss: 4.48793e-05 | val_loss: 4.62233e-05 | Time: 4825.92 ms [2020-11-24 13:21:15 main:581] : INFO : Epoch 132 | loss: 4.4914e-05 | val_loss: 4.60751e-05 | Time: 4839.87 ms [2020-11-24 13:21:19 main:581] : INFO : Epoch 133 | loss: 4.4542e-05 | val_loss: 4.55748e-05 | Time: 4834.63 ms [2020-11-24 13:21:24 main:581] : INFO : Epoch 134 | loss: 4.42219e-05 | val_loss: 4.5104e-05 | Time: 4822.16 ms [2020-11-24 13:21:29 main:581] : INFO : Epoch 135 | loss: 4.41983e-05 | val_loss: 4.49849e-05 | Time: 4846.29 ms [2020-11-24 13:21:34 main:581] : INFO : Epoch 136 | loss: 4.37264e-05 | val_loss: 4.45907e-05 | Time: 4818.92 ms [2020-11-24 13:21:39 main:581] : INFO : Epoch 137 | loss: 4.38421e-05 | val_loss: 4.53142e-05 | Time: 4793.79 ms [2020-11-24 13:21:43 main:581] : INFO : Epoch 138 | loss: 4.36902e-05 | val_loss: 4.44201e-05 | Time: 4764.6 ms [2020-11-24 13:21:48 main:581] : INFO : Epoch 139 | loss: 4.32502e-05 | val_loss: 4.46187e-05 | Time: 4765.06 ms [2020-11-24 13:21:53 main:581] : INFO : Epoch 140 | loss: 4.33043e-05 | val_loss: 4.41086e-05 | Time: 4809.57 ms [2020-11-24 13:21:58 main:581] : INFO : Epoch 141 | loss: 4.30277e-05 | val_loss: 4.35284e-05 | Time: 4771.15 ms [2020-11-24 13:22:03 main:581] : INFO : Epoch 142 | loss: 4.28254e-05 | val_loss: 4.46525e-05 | Time: 4789.69 ms [2020-11-24 13:22:07 main:581] : INFO : Epoch 143 | loss: 4.28188e-05 | val_loss: 4.34475e-05 | Time: 4889.39 ms [2020-11-24 13:22:12 main:581] : INFO : Epoch 144 | loss: 4.26471e-05 | val_loss: 4.4136e-05 | Time: 4824.6 ms [2020-11-24 13:22:17 main:581] : INFO : Epoch 145 | loss: 4.22507e-05 | val_loss: 4.34826e-05 | Time: 4777.69 ms [2020-11-24 13:22:22 main:581] : INFO : Epoch 146 | loss: 4.2039e-05 | val_loss: 4.28743e-05 | Time: 4904.48 ms [2020-11-24 13:22:27 main:581] : INFO : Epoch 147 | loss: 4.21435e-05 | val_loss: 4.30858e-05 | Time: 4810.77 ms [2020-11-24 13:22:32 main:581] : INFO : Epoch 148 | loss: 4.17005e-05 | val_loss: 4.30132e-05 | Time: 4802.04 ms [2020-11-24 13:22:36 main:581] : INFO : Epoch 149 | loss: 4.14505e-05 | val_loss: 4.28338e-05 | Time: 4810.32 ms [2020-11-24 13:22:41 main:581] : INFO : Epoch 150 | loss: 4.14655e-05 | val_loss: 4.33381e-05 | Time: 4808.1 ms [2020-11-24 13:22:46 main:581] : INFO : Epoch 151 | loss: 4.15232e-05 | val_loss: 4.25438e-05 | Time: 4844.41 ms [2020-11-24 13:22:51 main:581] : INFO : Epoch 152 | loss: 4.10139e-05 | val_loss: 4.16933e-05 | Time: 4792.84 ms [2020-11-24 13:22:56 main:581] : INFO : Epoch 153 | loss: 4.10923e-05 | val_loss: 4.15407e-05 | Time: 4774.07 ms [2020-11-24 13:23:00 main:581] : INFO : Epoch 154 | loss: 4.08969e-05 | val_loss: 4.19842e-05 | Time: 4769.23 ms [2020-11-24 13:23:05 main:581] : INFO : Epoch 155 | loss: 4.04835e-05 | val_loss: 4.2192e-05 | Time: 4777.15 ms [2020-11-24 13:23:10 main:581] : INFO : Epoch 156 | loss: 4.04305e-05 | val_loss: 4.16274e-05 | Time: 4771.95 ms [2020-11-24 13:23:15 main:581] : INFO : Epoch 157 | loss: 4.01697e-05 | val_loss: 4.08485e-05 | Time: 4750.07 ms [2020-11-24 13:23:19 main:581] : INFO : Epoch 158 | loss: 3.99098e-05 | val_loss: 4.06599e-05 | Time: 4739.79 ms [2020-11-24 13:23:24 main:581] : INFO : Epoch 159 | loss: 4.03064e-05 | val_loss: 4.13821e-05 | Time: 4770.25 ms [2020-11-24 13:23:29 main:581] : INFO : Epoch 160 | loss: 3.99998e-05 | val_loss: 4.025e-05 | Time: 4773 ms [2020-11-24 13:23:34 main:581] : INFO : Epoch 161 | loss: 3.96634e-05 | val_loss: 4.04721e-05 | Time: 4737.4 ms [2020-11-24 13:23:38 main:581] : INFO : Epoch 162 | loss: 3.94117e-05 | val_loss: 4.02781e-05 | Time: 4759.6 ms [2020-11-24 13:23:43 main:581] : INFO : Epoch 163 | loss: 3.91615e-05 | val_loss: 3.99874e-05 | Time: 4779.55 ms [2020-11-24 13:23:48 main:581] : INFO : Epoch 164 | loss: 3.93834e-05 | val_loss: 4.05493e-05 | Time: 4780.77 ms [2020-11-24 13:23:53 main:581] : INFO : Epoch 165 | loss: 3.92132e-05 | val_loss: 4.01353e-05 | Time: 4799.93 ms [2020-11-24 13:23:58 main:581] : INFO : Epoch 166 | loss: 3.88221e-05 | val_loss: 3.98472e-05 | Time: 4827.49 ms [2020-11-24 13:24:03 main:581] : INFO : Epoch 167 | loss: 3.88696e-05 | val_loss: 4.00827e-05 | Time: 4956.64 ms [2020-11-24 13:24:08 main:581] : INFO : Epoch 168 | loss: 3.86524e-05 | val_loss: 3.91628e-05 | Time: 4947.41 ms [2020-11-24 13:24:12 main:581] : INFO : Epoch 169 | loss: 3.83483e-05 | val_loss: 3.97091e-05 | Time: 4770.05 ms [2020-11-24 13:24:17 main:581] : INFO : Epoch 170 | loss: 3.83443e-05 | val_loss: 3.944e-05 | Time: 4765.16 ms [2020-11-24 13:24:22 main:581] : INFO : Epoch 171 | loss: 3.82791e-05 | val_loss: 3.96109e-05 | Time: 4780.09 ms [2020-11-24 13:24:27 main:581] : INFO : Epoch 172 | loss: 3.80192e-05 | val_loss: 3.85232e-05 | Time: 4789.63 ms [2020-11-24 13:24:31 main:581] : INFO : Epoch 173 | loss: 3.79157e-05 | val_loss: 3.95552e-05 | Time: 4781.44 ms [2020-11-24 13:24:36 main:581] : INFO : Epoch 174 | loss: 3.77244e-05 | val_loss: 3.88026e-05 | Time: 4767.02 ms [2020-11-24 13:24:41 main:581] : INFO : Epoch 175 | loss: 3.77832e-05 | val_loss: 3.87954e-05 | Time: 4820.43 ms [2020-11-24 13:24:46 main:581] : INFO : Epoch 176 | loss: 3.75655e-05 | val_loss: 3.83901e-05 | Time: 4784.38 ms [2020-11-24 13:24:51 main:581] : INFO : Epoch 177 | loss: 3.73681e-05 | val_loss: 3.82069e-05 | Time: 4794.58 ms [2020-11-24 13:24:55 main:581] : INFO : Epoch 178 | loss: 3.71032e-05 | val_loss: 3.81724e-05 | Time: 4815.91 ms [2020-11-24 13:25:00 main:581] : INFO : Epoch 179 | loss: 3.6992e-05 | val_loss: 3.76345e-05 | Time: 4758.74 ms [2020-11-24 13:25:05 main:581] : INFO : Epoch 180 | loss: 3.71977e-05 | val_loss: 3.77611e-05 | Time: 4768.32 ms [2020-11-24 13:25:10 main:581] : INFO : Epoch 181 | loss: 3.67486e-05 | val_loss: 3.74479e-05 | Time: 4809.54 ms [2020-11-24 13:25:15 main:581] : INFO : Epoch 182 | loss: 3.69253e-05 | val_loss: 3.72549e-05 | Time: 4806.99 ms [2020-11-24 13:25:19 main:581] : INFO : Epoch 183 | loss: 3.63278e-05 | val_loss: 3.78538e-05 | Time: 4825.3 ms [2020-11-24 13:25:24 main:581] : INFO : Epoch 184 | loss: 3.63217e-05 | val_loss: 3.80228e-05 | Time: 4831.84 ms [2020-11-24 13:25:29 main:581] : INFO : Epoch 185 | loss: 3.61575e-05 | val_loss: 3.7226e-05 | Time: 4818.93 ms [2020-11-24 13:25:34 main:581] : INFO : Epoch 186 | loss: 3.62981e-05 | val_loss: 3.70799e-05 | Time: 4796.69 ms [2020-11-24 13:25:39 main:581] : INFO : Epoch 187 | loss: 3.60704e-05 | val_loss: 3.70196e-05 | Time: 4800.98 ms [2020-11-24 13:25:43 main:581] : INFO : Epoch 188 | loss: 3.56685e-05 | val_loss: 3.71856e-05 | Time: 4817.97 ms [2020-11-24 13:25:48 main:581] : INFO : Epoch 189 | loss: 3.5703e-05 | val_loss: 3.69413e-05 | Time: 4793.87 ms [2020-11-24 13:25:53 main:581] : INFO : Epoch 190 | loss: 3.54692e-05 | val_loss: 3.65699e-05 | Time: 4781.74 ms [2020-11-24 13:25:58 main:581] : INFO : Epoch 191 | loss: 3.55276e-05 | val_loss: 3.69616e-05 | Time: 4782.48 ms [2020-11-24 13:26:03 main:581] : INFO : Epoch 192 | loss: 3.57367e-05 | val_loss: 3.65131e-05 | Time: 4776.59 ms [2020-11-24 13:26:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 3.65131e-05 [2020-11-24 13:26:03 main:610] : INFO : Saving end state to config to file [2020-11-24 13:26:03 main:615] : INFO : Success, exiting.. 13:26:03 (3141358): 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)