Task 3047487
| Name | rand_automata_0085-1606118134-27223-1_0 |
| Workunit | 1381074 |
| Created | 24 Nov 2020, 1:48:40 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 39 sec |
| CPU time | 15 min 34 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 11:37:43 main:442] : INFO : Set logging level to 1 [2020-11-24 11:37:43 main:448] : INFO : Running in BOINC Client mode [2020-11-24 11:37:43 main:451] : INFO : Resolving all filenames [2020-11-24 11:37:43 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0085-train-val-dataset.hdf5 (exists = 1) [2020-11-24 11:37:43 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0085-1606118134-27223-1_0_r815466709_1 (exists = 0) [2020-11-24 11:37:43 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0085-1606118134-27223-1_0_r815466709_0 (exists = 0) [2020-11-24 11:37:43 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0085-1606118134-27223-1 (exists = 1) [2020-11-24 11:37:43 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-24 11:37:43 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0085-train-val-dataset.hdf5 [2020-11-24 11:37:43 main:481] : INFO : Configuration: [2020-11-24 11:37:43 main:482] : INFO : Model type: LSTM [2020-11-24 11:37:43 main:483] : INFO : Validation Loss Threshold: 0.0001 [2020-11-24 11:37:43 main:484] : INFO : Max Epochs: 192 [2020-11-24 11:37:43 main:485] : INFO : Batch Size: 32 [2020-11-24 11:37:43 main:486] : INFO : Learning Rate: 0.001 [2020-11-24 11:37:43 main:487] : INFO : Patience: 10 [2020-11-24 11:37:43 main:488] : INFO : Hidden Width: 64 [2020-11-24 11:37:43 main:489] : INFO : # Recurrent Layers: 4 [2020-11-24 11:37:43 main:490] : INFO : # Backend Layers: 2 [2020-11-24 11:37:43 main:491] : INFO : # Threads: 1 [2020-11-24 11:37:43 main:493] : INFO : Preparing Dataset [2020-11-24 11:37:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0085-train-val-dataset.hdf5 into memory [2020-11-24 11:37:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0085-train-val-dataset.hdf5 into memory [2020-11-24 11:37:45 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-24 11:37:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0085-train-val-dataset.hdf5 into memory [2020-11-24 11:37:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0085-train-val-dataset.hdf5 into memory [2020-11-24 11:37:45 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-24 11:37:45 main:501] : INFO : Creating Model [2020-11-24 11:37:45 main:514] : INFO : Preparing config file [2020-11-24 11:37:45 main:526] : INFO : Creating new config file [2020-11-24 11:37:45 main:545] : INFO : This is a continuation WU, loading previous network [2020-11-24 11:37:45 main:566] : INFO : Loading DataLoader into Memory [2020-11-24 11:37:45 main:569] : INFO : Starting Training [2020-11-24 11:37:51 main:581] : INFO : Epoch 1 | loss: 0.000308116 | val_loss: 0.000285122 | Time: 5343.39 ms [2020-11-24 11:37:55 main:581] : INFO : Epoch 2 | loss: 0.000274334 | val_loss: 0.000266322 | Time: 4818.89 ms [2020-11-24 11:38:00 main:581] : INFO : Epoch 3 | loss: 0.000255926 | val_loss: 0.000247799 | Time: 4779.3 ms [2020-11-24 11:38:05 main:581] : INFO : Epoch 4 | loss: 0.000239512 | val_loss: 0.000232717 | Time: 4804.34 ms [2020-11-24 11:38:10 main:581] : INFO : Epoch 5 | loss: 0.000223857 | val_loss: 0.000216974 | Time: 4843.88 ms [2020-11-24 11:38:15 main:581] : INFO : Epoch 6 | loss: 0.000210353 | val_loss: 0.000206049 | Time: 4793.04 ms [2020-11-24 11:38:19 main:581] : INFO : Epoch 7 | loss: 0.000198407 | val_loss: 0.000192977 | Time: 4769.23 ms [2020-11-24 11:38:24 main:581] : INFO : Epoch 8 | loss: 0.00018743 | val_loss: 0.000183588 | Time: 4813.5 ms [2020-11-24 11:38:29 main:581] : INFO : Epoch 9 | loss: 0.000177551 | val_loss: 0.000172921 | Time: 4847.31 ms [2020-11-24 11:38:34 main:581] : INFO : Epoch 10 | loss: 0.000168318 | val_loss: 0.000166524 | Time: 4827.09 ms [2020-11-24 11:38:39 main:581] : INFO : Epoch 11 | loss: 0.000160382 | val_loss: 0.00015708 | Time: 4771.77 ms [2020-11-24 11:38:44 main:581] : INFO : Epoch 12 | loss: 0.000152914 | val_loss: 0.000150213 | Time: 4803.14 ms [2020-11-24 11:38:48 main:581] : INFO : Epoch 13 | loss: 0.000145845 | val_loss: 0.000144809 | Time: 4811.02 ms [2020-11-24 11:38:53 main:581] : INFO : Epoch 14 | loss: 0.000140058 | val_loss: 0.000137667 | Time: 4796.65 ms [2020-11-24 11:38:58 main:581] : INFO : Epoch 15 | loss: 0.000133462 | val_loss: 0.00013085 | Time: 4847.51 ms [2020-11-24 11:39:03 main:581] : INFO : Epoch 16 | loss: 0.000128579 | val_loss: 0.00012618 | Time: 4832.41 ms [2020-11-24 11:39:08 main:581] : INFO : Epoch 17 | loss: 0.000123485 | val_loss: 0.000121404 | Time: 4818.22 ms [2020-11-24 11:39:13 main:581] : INFO : Epoch 18 | loss: 0.000118681 | val_loss: 0.000116066 | Time: 4887.77 ms [2020-11-24 11:39:17 main:581] : INFO : Epoch 19 | loss: 0.000114374 | val_loss: 0.000113084 | Time: 4846.02 ms [2020-11-24 11:39:22 main:581] : INFO : Epoch 20 | loss: 0.000110221 | val_loss: 0.000109067 | Time: 4838.07 ms [2020-11-24 11:39:27 main:581] : INFO : Epoch 21 | loss: 0.000105991 | val_loss: 0.000105036 | Time: 4788.56 ms [2020-11-24 11:39:32 main:581] : INFO : Epoch 22 | loss: 0.000102893 | val_loss: 0.000102579 | Time: 4811.31 ms [2020-11-24 11:39:37 main:581] : INFO : Epoch 23 | loss: 9.94411e-05 | val_loss: 9.85594e-05 | Time: 4777.09 ms [2020-11-24 11:39:41 main:581] : INFO : Epoch 24 | loss: 9.62395e-05 | val_loss: 9.49062e-05 | Time: 4781.34 ms [2020-11-24 11:39:46 main:581] : INFO : Epoch 25 | loss: 9.2932e-05 | val_loss: 9.17944e-05 | Time: 4773.85 ms [2020-11-24 11:39:51 main:581] : INFO : Epoch 26 | loss: 9.06968e-05 | val_loss: 8.96594e-05 | Time: 4788.38 ms [2020-11-24 11:39:56 main:581] : INFO : Epoch 27 | loss: 8.74833e-05 | val_loss: 8.7784e-05 | Time: 4792.57 ms [2020-11-24 11:40:01 main:581] : INFO : Epoch 28 | loss: 8.51956e-05 | val_loss: 8.51711e-05 | Time: 4805.81 ms [2020-11-24 11:40:05 main:581] : INFO : Epoch 29 | loss: 8.26998e-05 | val_loss: 8.26558e-05 | Time: 4795.45 ms [2020-11-24 11:40:10 main:581] : INFO : Epoch 30 | loss: 8.06809e-05 | val_loss: 8.00549e-05 | Time: 4805.03 ms [2020-11-24 11:40:15 main:581] : INFO : Epoch 31 | loss: 7.78853e-05 | val_loss: 7.84284e-05 | Time: 4832.4 ms [2020-11-24 11:40:20 main:581] : INFO : Epoch 32 | loss: 7.59857e-05 | val_loss: 7.59568e-05 | Time: 4863.16 ms [2020-11-24 11:40:25 main:581] : INFO : Epoch 33 | loss: 7.39349e-05 | val_loss: 7.35897e-05 | Time: 4820.01 ms [2020-11-24 11:40:29 main:581] : INFO : Epoch 34 | loss: 7.24643e-05 | val_loss: 7.1403e-05 | Time: 4780.61 ms [2020-11-24 11:40:34 main:581] : INFO : Epoch 35 | loss: 7.02473e-05 | val_loss: 7.0689e-05 | Time: 4788.41 ms [2020-11-24 11:40:39 main:581] : INFO : Epoch 36 | loss: 6.84916e-05 | val_loss: 6.8121e-05 | Time: 4815.13 ms [2020-11-24 11:40:44 main:581] : INFO : Epoch 37 | loss: 6.66664e-05 | val_loss: 6.61031e-05 | Time: 4812.22 ms [2020-11-24 11:40:49 main:581] : INFO : Epoch 38 | loss: 6.52299e-05 | val_loss: 6.46311e-05 | Time: 4785.6 ms [2020-11-24 11:40:54 main:581] : INFO : Epoch 39 | loss: 6.36981e-05 | val_loss: 6.39153e-05 | Time: 4870.98 ms [2020-11-24 11:40:58 main:581] : INFO : Epoch 40 | loss: 6.25831e-05 | val_loss: 6.35451e-05 | Time: 4880.99 ms [2020-11-24 11:41:03 main:581] : INFO : Epoch 41 | loss: 6.10503e-05 | val_loss: 6.05868e-05 | Time: 4858.32 ms [2020-11-24 11:41:08 main:581] : INFO : Epoch 42 | loss: 5.96634e-05 | val_loss: 5.96141e-05 | Time: 4838.97 ms [2020-11-24 11:41:13 main:581] : INFO : Epoch 43 | loss: 5.8304e-05 | val_loss: 5.83124e-05 | Time: 4871.62 ms [2020-11-24 11:41:18 main:581] : INFO : Epoch 44 | loss: 5.67996e-05 | val_loss: 5.72049e-05 | Time: 4861.49 ms [2020-11-24 11:41:23 main:581] : INFO : Epoch 45 | loss: 5.58999e-05 | val_loss: 5.66353e-05 | Time: 4837.13 ms [2020-11-24 11:41:27 main:581] : INFO : Epoch 46 | loss: 5.46069e-05 | val_loss: 5.51083e-05 | Time: 4822.89 ms [2020-11-24 11:41:33 main:581] : INFO : Epoch 47 | loss: 5.36255e-05 | val_loss: 5.42453e-05 | Time: 5189.06 ms [2020-11-24 11:41:38 main:581] : INFO : Epoch 48 | loss: 5.26001e-05 | val_loss: 5.2947e-05 | Time: 4883.69 ms [2020-11-24 11:41:42 main:581] : INFO : Epoch 49 | loss: 5.17212e-05 | val_loss: 5.18425e-05 | Time: 4865.73 ms [2020-11-24 11:41:47 main:581] : INFO : Epoch 50 | loss: 5.07703e-05 | val_loss: 5.09799e-05 | Time: 4854.07 ms [2020-11-24 11:41:52 main:581] : INFO : Epoch 51 | loss: 4.97545e-05 | val_loss: 4.91839e-05 | Time: 4843.43 ms [2020-11-24 11:41:57 main:581] : INFO : Epoch 52 | loss: 4.8402e-05 | val_loss: 4.93548e-05 | Time: 4839.4 ms [2020-11-24 11:42:02 main:581] : INFO : Epoch 53 | loss: 4.82693e-05 | val_loss: 4.77554e-05 | Time: 4865.28 ms [2020-11-24 11:42:07 main:581] : INFO : Epoch 54 | loss: 4.68649e-05 | val_loss: 4.68017e-05 | Time: 4820.25 ms [2020-11-24 11:42:11 main:581] : INFO : Epoch 55 | loss: 4.61914e-05 | val_loss: 4.59697e-05 | Time: 4836.1 ms [2020-11-24 11:42:16 main:581] : INFO : Epoch 56 | loss: 4.54044e-05 | val_loss: 4.55377e-05 | Time: 4873.4 ms [2020-11-24 11:42:21 main:581] : INFO : Epoch 57 | loss: 4.47081e-05 | val_loss: 4.45812e-05 | Time: 4894.98 ms [2020-11-24 11:42:26 main:581] : INFO : Epoch 58 | loss: 4.37589e-05 | val_loss: 4.43254e-05 | Time: 4883.66 ms [2020-11-24 11:42:31 main:581] : INFO : Epoch 59 | loss: 4.28606e-05 | val_loss: 4.336e-05 | Time: 4871.2 ms [2020-11-24 11:42:36 main:581] : INFO : Epoch 60 | loss: 4.24279e-05 | val_loss: 4.30628e-05 | Time: 4807.83 ms [2020-11-24 11:42:41 main:581] : INFO : Epoch 61 | loss: 4.19476e-05 | val_loss: 4.16817e-05 | Time: 4890.01 ms [2020-11-24 11:42:46 main:581] : INFO : Epoch 62 | loss: 4.11942e-05 | val_loss: 4.1753e-05 | Time: 4862.63 ms [2020-11-24 11:42:50 main:581] : INFO : Epoch 63 | loss: 4.02655e-05 | val_loss: 4.05122e-05 | Time: 4835.82 ms [2020-11-24 11:42:55 main:581] : INFO : Epoch 64 | loss: 3.94798e-05 | val_loss: 3.93304e-05 | Time: 5038.32 ms [2020-11-24 11:43:00 main:581] : INFO : Epoch 65 | loss: 3.89501e-05 | val_loss: 3.89179e-05 | Time: 4826.42 ms [2020-11-24 11:43:05 main:581] : INFO : Epoch 66 | loss: 3.83909e-05 | val_loss: 3.83746e-05 | Time: 4800.34 ms [2020-11-24 11:43:10 main:581] : INFO : Epoch 67 | loss: 3.79685e-05 | val_loss: 3.75041e-05 | Time: 4816.52 ms [2020-11-24 11:43:15 main:581] : INFO : Epoch 68 | loss: 3.73415e-05 | val_loss: 3.75192e-05 | Time: 4831.58 ms [2020-11-24 11:43:20 main:581] : INFO : Epoch 69 | loss: 3.65734e-05 | val_loss: 3.6614e-05 | Time: 4819.33 ms [2020-11-24 11:43:24 main:581] : INFO : Epoch 70 | loss: 3.61558e-05 | val_loss: 3.67676e-05 | Time: 4775.7 ms [2020-11-24 11:43:29 main:581] : INFO : Epoch 71 | loss: 3.6018e-05 | val_loss: 3.62984e-05 | Time: 4788.75 ms [2020-11-24 11:43:34 main:581] : INFO : Epoch 72 | loss: 3.49136e-05 | val_loss: 3.54398e-05 | Time: 4794.4 ms [2020-11-24 11:43:39 main:581] : INFO : Epoch 73 | loss: 3.48679e-05 | val_loss: 3.6606e-05 | Time: 4833.5 ms [2020-11-24 11:43:44 main:581] : INFO : Epoch 74 | loss: 3.40692e-05 | val_loss: 3.40684e-05 | Time: 4903.17 ms [2020-11-24 11:43:48 main:581] : INFO : Epoch 75 | loss: 3.34798e-05 | val_loss: 3.37658e-05 | Time: 4843.28 ms [2020-11-24 11:43:53 main:581] : INFO : Epoch 76 | loss: 3.32437e-05 | val_loss: 3.36176e-05 | Time: 4845.99 ms [2020-11-24 11:43:58 main:581] : INFO : Epoch 77 | loss: 3.28866e-05 | val_loss: 3.29075e-05 | Time: 4881.46 ms [2020-11-24 11:44:03 main:581] : INFO : Epoch 78 | loss: 3.23924e-05 | val_loss: 3.21347e-05 | Time: 4838.13 ms [2020-11-24 11:44:08 main:581] : INFO : Epoch 79 | loss: 3.20217e-05 | val_loss: 3.25943e-05 | Time: 4812.38 ms [2020-11-24 11:44:13 main:581] : INFO : Epoch 80 | loss: 3.15633e-05 | val_loss: 3.20509e-05 | Time: 4800.81 ms [2020-11-24 11:44:17 main:581] : INFO : Epoch 81 | loss: 3.10143e-05 | val_loss: 3.18071e-05 | Time: 4830.36 ms [2020-11-24 11:44:22 main:581] : INFO : Epoch 82 | loss: 3.05565e-05 | val_loss: 3.11359e-05 | Time: 4827.1 ms [2020-11-24 11:44:27 main:581] : INFO : Epoch 83 | loss: 3.02594e-05 | val_loss: 3.18262e-05 | Time: 4829.93 ms [2020-11-24 11:44:32 main:581] : INFO : Epoch 84 | loss: 3.017e-05 | val_loss: 3.024e-05 | Time: 4852.12 ms [2020-11-24 11:44:37 main:581] : INFO : Epoch 85 | loss: 2.92958e-05 | val_loss: 2.97775e-05 | Time: 4825.2 ms [2020-11-24 11:44:42 main:581] : INFO : Epoch 86 | loss: 2.91687e-05 | val_loss: 2.8806e-05 | Time: 4873.7 ms [2020-11-24 11:44:47 main:581] : INFO : Epoch 87 | loss: 2.86227e-05 | val_loss: 2.94531e-05 | Time: 4834.3 ms [2020-11-24 11:44:51 main:581] : INFO : Epoch 88 | loss: 2.82536e-05 | val_loss: 2.8186e-05 | Time: 4839.06 ms [2020-11-24 11:44:56 main:581] : INFO : Epoch 89 | loss: 2.84225e-05 | val_loss: 2.79413e-05 | Time: 4827.55 ms [2020-11-24 11:45:01 main:581] : INFO : Epoch 90 | loss: 2.76533e-05 | val_loss: 2.78482e-05 | Time: 4837.88 ms [2020-11-24 11:45:06 main:581] : INFO : Epoch 91 | loss: 2.76779e-05 | val_loss: 2.84158e-05 | Time: 4815.82 ms [2020-11-24 11:45:11 main:581] : INFO : Epoch 92 | loss: 2.70524e-05 | val_loss: 2.78314e-05 | Time: 4852 ms [2020-11-24 11:45:16 main:581] : INFO : Epoch 93 | loss: 2.67242e-05 | val_loss: 2.66824e-05 | Time: 4811.44 ms [2020-11-24 11:45:20 main:581] : INFO : Epoch 94 | loss: 2.65071e-05 | val_loss: 2.64559e-05 | Time: 4836.32 ms [2020-11-24 11:45:25 main:581] : INFO : Epoch 95 | loss: 2.6051e-05 | val_loss: 2.63692e-05 | Time: 4815.33 ms [2020-11-24 11:45:30 main:581] : INFO : Epoch 96 | loss: 2.5738e-05 | val_loss: 2.58226e-05 | Time: 4833.6 ms [2020-11-24 11:45:35 main:581] : INFO : Epoch 97 | loss: 2.55324e-05 | val_loss: 2.60159e-05 | Time: 4839.13 ms [2020-11-24 11:45:40 main:581] : INFO : Epoch 98 | loss: 2.56952e-05 | val_loss: 2.58014e-05 | Time: 4799.4 ms [2020-11-24 11:45:45 main:581] : INFO : Epoch 99 | loss: 2.5128e-05 | val_loss: 2.4877e-05 | Time: 4857.33 ms [2020-11-24 11:45:49 main:581] : INFO : Epoch 100 | loss: 2.47244e-05 | val_loss: 2.52697e-05 | Time: 4843.21 ms [2020-11-24 11:45:54 main:581] : INFO : Epoch 101 | loss: 2.44399e-05 | val_loss: 2.44097e-05 | Time: 5093.36 ms [2020-11-24 11:45:59 main:581] : INFO : Epoch 102 | loss: 2.41881e-05 | val_loss: 2.41813e-05 | Time: 4979.59 ms [2020-11-24 11:46:04 main:581] : INFO : Epoch 103 | loss: 2.38655e-05 | val_loss: 2.39867e-05 | Time: 4861.11 ms [2020-11-24 11:46:09 main:581] : INFO : Epoch 104 | loss: 2.37432e-05 | val_loss: 2.40061e-05 | Time: 4880.49 ms [2020-11-24 11:46:14 main:581] : INFO : Epoch 105 | loss: 2.3402e-05 | val_loss: 2.33804e-05 | Time: 4886.93 ms [2020-11-24 11:46:19 main:581] : INFO : Epoch 106 | loss: 2.32961e-05 | val_loss: 2.28501e-05 | Time: 4863.13 ms [2020-11-24 11:46:24 main:581] : INFO : Epoch 107 | loss: 2.31825e-05 | val_loss: 2.31562e-05 | Time: 4909.32 ms [2020-11-24 11:46:29 main:581] : INFO : Epoch 108 | loss: 2.26778e-05 | val_loss: 2.31793e-05 | Time: 4852.24 ms [2020-11-24 11:46:34 main:581] : INFO : Epoch 109 | loss: 2.27419e-05 | val_loss: 2.28353e-05 | Time: 4840.98 ms [2020-11-24 11:46:38 main:581] : INFO : Epoch 110 | loss: 2.23172e-05 | val_loss: 2.19951e-05 | Time: 4873.88 ms [2020-11-24 11:46:43 main:581] : INFO : Epoch 111 | loss: 2.19559e-05 | val_loss: 2.20911e-05 | Time: 4898.15 ms [2020-11-24 11:46:48 main:581] : INFO : Epoch 112 | loss: 2.16729e-05 | val_loss: 2.27548e-05 | Time: 4843.77 ms [2020-11-24 11:46:53 main:581] : INFO : Epoch 113 | loss: 2.1669e-05 | val_loss: 2.18197e-05 | Time: 4859.77 ms [2020-11-24 11:46:58 main:581] : INFO : Epoch 114 | loss: 2.16689e-05 | val_loss: 2.1896e-05 | Time: 4825.23 ms [2020-11-24 11:47:03 main:581] : INFO : Epoch 115 | loss: 2.1408e-05 | val_loss: 2.10579e-05 | Time: 4833.3 ms [2020-11-24 11:47:08 main:581] : INFO : Epoch 116 | loss: 2.09086e-05 | val_loss: 2.07871e-05 | Time: 4862.25 ms [2020-11-24 11:47:12 main:581] : INFO : Epoch 117 | loss: 2.08672e-05 | val_loss: 2.17413e-05 | Time: 4812.25 ms [2020-11-24 11:47:17 main:581] : INFO : Epoch 118 | loss: 2.07722e-05 | val_loss: 2.13339e-05 | Time: 4845.49 ms [2020-11-24 11:47:22 main:581] : INFO : Epoch 119 | loss: 2.05446e-05 | val_loss: 2.0874e-05 | Time: 4840.75 ms [2020-11-24 11:47:27 main:581] : INFO : Epoch 120 | loss: 2.04915e-05 | val_loss: 1.99637e-05 | Time: 4824.63 ms [2020-11-24 11:47:32 main:581] : INFO : Epoch 121 | loss: 2.01511e-05 | val_loss: 2.00154e-05 | Time: 4828.77 ms [2020-11-24 11:47:37 main:581] : INFO : Epoch 122 | loss: 1.99074e-05 | val_loss: 2.07603e-05 | Time: 4855.94 ms [2020-11-24 11:47:41 main:581] : INFO : Epoch 123 | loss: 1.99214e-05 | val_loss: 1.92799e-05 | Time: 4841.01 ms [2020-11-24 11:47:46 main:581] : INFO : Epoch 124 | loss: 1.96133e-05 | val_loss: 1.9789e-05 | Time: 4875.71 ms [2020-11-24 11:47:51 main:581] : INFO : Epoch 125 | loss: 1.92572e-05 | val_loss: 1.93476e-05 | Time: 4842.31 ms [2020-11-24 11:47:56 main:581] : INFO : Epoch 126 | loss: 1.92082e-05 | val_loss: 1.9835e-05 | Time: 4842.35 ms [2020-11-24 11:48:01 main:581] : INFO : Epoch 127 | loss: 1.91717e-05 | val_loss: 1.9169e-05 | Time: 4868.23 ms [2020-11-24 11:48:06 main:581] : INFO : Epoch 128 | loss: 1.89655e-05 | val_loss: 2.00081e-05 | Time: 4882.82 ms [2020-11-24 11:48:11 main:581] : INFO : Epoch 129 | loss: 1.91472e-05 | val_loss: 1.83412e-05 | Time: 4854.99 ms [2020-11-24 11:48:15 main:581] : INFO : Epoch 130 | loss: 1.86704e-05 | val_loss: 1.90887e-05 | Time: 4839.13 ms [2020-11-24 11:48:20 main:581] : INFO : Epoch 131 | loss: 1.82837e-05 | val_loss: 1.84664e-05 | Time: 4904.84 ms [2020-11-24 11:48:25 main:581] : INFO : Epoch 132 | loss: 1.83004e-05 | val_loss: 1.83399e-05 | Time: 4917.01 ms [2020-11-24 11:48:30 main:581] : INFO : Epoch 133 | loss: 1.79806e-05 | val_loss: 1.83053e-05 | Time: 4896.54 ms [2020-11-24 11:48:35 main:581] : INFO : Epoch 134 | loss: 1.81525e-05 | val_loss: 1.8011e-05 | Time: 4912.24 ms [2020-11-24 11:48:40 main:581] : INFO : Epoch 135 | loss: 1.79823e-05 | val_loss: 1.75861e-05 | Time: 4896.74 ms [2020-11-24 11:48:45 main:581] : INFO : Epoch 136 | loss: 1.79399e-05 | val_loss: 1.77269e-05 | Time: 4884.1 ms [2020-11-24 11:48:50 main:581] : INFO : Epoch 137 | loss: 1.73953e-05 | val_loss: 1.78174e-05 | Time: 4906.2 ms [2020-11-24 11:48:55 main:581] : INFO : Epoch 138 | loss: 1.77202e-05 | val_loss: 1.7681e-05 | Time: 4883.3 ms [2020-11-24 11:48:59 main:581] : INFO : Epoch 139 | loss: 1.73944e-05 | val_loss: 1.76013e-05 | Time: 4864.65 ms [2020-11-24 11:49:04 main:581] : INFO : Epoch 140 | loss: 1.72526e-05 | val_loss: 1.79001e-05 | Time: 4873.72 ms [2020-11-24 11:49:09 main:581] : INFO : Epoch 141 | loss: 1.72203e-05 | val_loss: 1.70445e-05 | Time: 4896.94 ms [2020-11-24 11:49:14 main:581] : INFO : Epoch 142 | loss: 1.69269e-05 | val_loss: 1.78404e-05 | Time: 4905.31 ms [2020-11-24 11:49:19 main:581] : INFO : Epoch 143 | loss: 1.68357e-05 | val_loss: 1.68062e-05 | Time: 4899.01 ms [2020-11-24 11:49:24 main:581] : INFO : Epoch 144 | loss: 1.64512e-05 | val_loss: 1.68293e-05 | Time: 4906.98 ms [2020-11-24 11:49:29 main:581] : INFO : Epoch 145 | loss: 1.64349e-05 | val_loss: 1.68864e-05 | Time: 4896.57 ms [2020-11-24 11:49:34 main:581] : INFO : Epoch 146 | loss: 1.68238e-05 | val_loss: 1.66554e-05 | Time: 4919.38 ms [2020-11-24 11:49:39 main:581] : INFO : Epoch 147 | loss: 1.61101e-05 | val_loss: 1.64368e-05 | Time: 4920.4 ms [2020-11-24 11:49:44 main:581] : INFO : Epoch 148 | loss: 1.62397e-05 | val_loss: 1.68958e-05 | Time: 4901.27 ms [2020-11-24 11:49:48 main:581] : INFO : Epoch 149 | loss: 1.59877e-05 | val_loss: 1.63983e-05 | Time: 4878.23 ms [2020-11-24 11:49:53 main:581] : INFO : Epoch 150 | loss: 1.6183e-05 | val_loss: 1.64497e-05 | Time: 4918.87 ms [2020-11-24 11:49:58 main:581] : INFO : Epoch 151 | loss: 1.58671e-05 | val_loss: 1.60855e-05 | Time: 5090.24 ms [2020-11-24 11:50:04 main:581] : INFO : Epoch 152 | loss: 1.57285e-05 | val_loss: 1.59658e-05 | Time: 5091.51 ms [2020-11-24 11:50:08 main:581] : INFO : Epoch 153 | loss: 1.57881e-05 | val_loss: 1.58191e-05 | Time: 4865.03 ms [2020-11-24 11:50:13 main:581] : INFO : Epoch 154 | loss: 1.54949e-05 | val_loss: 1.77275e-05 | Time: 4921.14 ms [2020-11-24 11:50:18 main:581] : INFO : Epoch 155 | loss: 1.53799e-05 | val_loss: 1.58894e-05 | Time: 4913.8 ms [2020-11-24 11:50:23 main:581] : INFO : Epoch 156 | loss: 1.53598e-05 | val_loss: 1.50404e-05 | Time: 4873.05 ms [2020-11-24 11:50:28 main:581] : INFO : Epoch 157 | loss: 1.50899e-05 | val_loss: 1.64555e-05 | Time: 4849.09 ms [2020-11-24 11:50:33 main:581] : INFO : Epoch 158 | loss: 1.51094e-05 | val_loss: 1.56667e-05 | Time: 4842.82 ms [2020-11-24 11:50:38 main:581] : INFO : Epoch 159 | loss: 1.50945e-05 | val_loss: 1.51601e-05 | Time: 4901.44 ms [2020-11-24 11:50:43 main:581] : INFO : Epoch 160 | loss: 1.49289e-05 | val_loss: 1.47514e-05 | Time: 4921.98 ms [2020-11-24 11:50:47 main:581] : INFO : Epoch 161 | loss: 1.4831e-05 | val_loss: 1.50478e-05 | Time: 4862.58 ms [2020-11-24 11:50:52 main:581] : INFO : Epoch 162 | loss: 1.47278e-05 | val_loss: 1.47062e-05 | Time: 4835.4 ms [2020-11-24 11:50:57 main:581] : INFO : Epoch 163 | loss: 1.44444e-05 | val_loss: 1.54034e-05 | Time: 4885.67 ms [2020-11-24 11:51:02 main:581] : INFO : Epoch 164 | loss: 1.48801e-05 | val_loss: 1.49678e-05 | Time: 4860.11 ms [2020-11-24 11:51:07 main:581] : INFO : Epoch 165 | loss: 1.43046e-05 | val_loss: 1.4025e-05 | Time: 4840.8 ms [2020-11-24 11:51:12 main:581] : INFO : Epoch 166 | loss: 1.4281e-05 | val_loss: 1.434e-05 | Time: 4836.54 ms [2020-11-24 11:51:17 main:581] : INFO : Epoch 167 | loss: 1.42962e-05 | val_loss: 1.45022e-05 | Time: 4860.6 ms [2020-11-24 11:51:21 main:581] : INFO : Epoch 168 | loss: 1.43939e-05 | val_loss: 1.47405e-05 | Time: 4840.12 ms [2020-11-24 11:51:26 main:581] : INFO : Epoch 169 | loss: 1.41618e-05 | val_loss: 1.44747e-05 | Time: 4859.65 ms [2020-11-24 11:51:31 main:581] : INFO : Epoch 170 | loss: 1.39142e-05 | val_loss: 1.43076e-05 | Time: 4891.24 ms [2020-11-24 11:51:36 main:581] : INFO : Epoch 171 | loss: 1.38359e-05 | val_loss: 1.38724e-05 | Time: 4868.53 ms [2020-11-24 11:51:41 main:581] : INFO : Epoch 172 | loss: 1.39823e-05 | val_loss: 1.40234e-05 | Time: 4866.81 ms [2020-11-24 11:51:46 main:581] : INFO : Epoch 173 | loss: 1.38199e-05 | val_loss: 1.3516e-05 | Time: 4901.81 ms [2020-11-24 11:51:51 main:581] : INFO : Epoch 174 | loss: 1.36998e-05 | val_loss: 1.35765e-05 | Time: 4881.14 ms [2020-11-24 11:51:56 main:581] : INFO : Epoch 175 | loss: 1.36353e-05 | val_loss: 1.41459e-05 | Time: 4846.86 ms [2020-11-24 11:52:00 main:581] : INFO : Epoch 176 | loss: 1.37242e-05 | val_loss: 1.36952e-05 | Time: 4878.58 ms [2020-11-24 11:52:05 main:581] : INFO : Epoch 177 | loss: 1.3507e-05 | val_loss: 1.34188e-05 | Time: 4845.79 ms [2020-11-24 11:52:10 main:581] : INFO : Epoch 178 | loss: 1.31847e-05 | val_loss: 1.3623e-05 | Time: 4836.58 ms [2020-11-24 11:52:15 main:581] : INFO : Epoch 179 | loss: 1.34082e-05 | val_loss: 1.36176e-05 | Time: 4871.9 ms [2020-11-24 11:52:20 main:581] : INFO : Epoch 180 | loss: 1.33014e-05 | val_loss: 1.35767e-05 | Time: 4876.31 ms [2020-11-24 11:52:25 main:581] : INFO : Epoch 181 | loss: 1.30189e-05 | val_loss: 1.337e-05 | Time: 4883.1 ms [2020-11-24 11:52:30 main:581] : INFO : Epoch 182 | loss: 1.30779e-05 | val_loss: 1.31771e-05 | Time: 4896.16 ms [2020-11-24 11:52:35 main:581] : INFO : Epoch 183 | loss: 1.29033e-05 | val_loss: 1.26425e-05 | Time: 5117.23 ms [2020-11-24 11:52:40 main:581] : INFO : Epoch 184 | loss: 1.28405e-05 | val_loss: 1.26511e-05 | Time: 5319 ms [2020-11-24 11:52:45 main:581] : INFO : Epoch 185 | loss: 1.28884e-05 | val_loss: 1.26464e-05 | Time: 5395.98 ms [2020-11-24 11:52:51 main:581] : INFO : Epoch 186 | loss: 1.27124e-05 | val_loss: 1.28757e-05 | Time: 5196.85 ms [2020-11-24 11:52:56 main:581] : INFO : Epoch 187 | loss: 1.292e-05 | val_loss: 1.31994e-05 | Time: 4830.41 ms [2020-11-24 11:53:00 main:581] : INFO : Epoch 188 | loss: 1.25508e-05 | val_loss: 1.33136e-05 | Time: 4830.58 ms [2020-11-24 11:53:05 main:581] : INFO : Epoch 189 | loss: 1.25073e-05 | val_loss: 1.24027e-05 | Time: 4850.46 ms [2020-11-24 11:53:10 main:581] : INFO : Epoch 190 | loss: 1.25844e-05 | val_loss: 1.22585e-05 | Time: 4873.39 ms [2020-11-24 11:53:15 main:581] : INFO : Epoch 191 | loss: 1.25061e-05 | val_loss: 1.24308e-05 | Time: 4843.95 ms [2020-11-24 11:53:20 main:581] : INFO : Epoch 192 | loss: 1.25863e-05 | val_loss: 1.22467e-05 | Time: 4849.05 ms [2020-11-24 11:53:20 main:604] : INFO : Saving trained model to model-final.pt, val_loss 1.22467e-05 [2020-11-24 11:53:20 main:610] : INFO : Saving end state to config to file [2020-11-24 11:53:20 main:615] : INFO : Success, exiting.. 11:53:20 (2882103): 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)