Task 3047304
| Name | rand_automata_0057-1606118454-5511-1_0 |
| Workunit | 1380923 |
| Created | 24 Nov 2020, 1:06:06 UTC |
| Sent | 24 Nov 2020, 3:39:39 UTC |
| Report deadline | 1 Dec 2020, 3:39:39 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 38 sec |
| CPU time | 15 min 35 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 12:54:55 main:442] : INFO : Set logging level to 1 [2020-11-24 12:54:55 main:448] : INFO : Running in BOINC Client mode [2020-11-24 12:54:55 main:451] : INFO : Resolving all filenames [2020-11-24 12:54:55 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 (exists = 1) [2020-11-24 12:54:55 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-1606118454-5511-1_0_r1812340214_1 (exists = 0) [2020-11-24 12:54:55 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-1606118454-5511-1_0_r1812340214_0 (exists = 0) [2020-11-24 12:54:55 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-1606118454-5511-1 (exists = 1) [2020-11-24 12:54:55 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-24 12:54:55 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 [2020-11-24 12:54:55 main:481] : INFO : Configuration: [2020-11-24 12:54:55 main:482] : INFO : Model type: LSTM [2020-11-24 12:54:55 main:483] : INFO : Validation Loss Threshold: 0.0001 [2020-11-24 12:54:55 main:484] : INFO : Max Epochs: 192 [2020-11-24 12:54:55 main:485] : INFO : Batch Size: 32 [2020-11-24 12:54:55 main:486] : INFO : Learning Rate: 0.001 [2020-11-24 12:54:55 main:487] : INFO : Patience: 10 [2020-11-24 12:54:55 main:488] : INFO : Hidden Width: 64 [2020-11-24 12:54:55 main:489] : INFO : # Recurrent Layers: 4 [2020-11-24 12:54:55 main:490] : INFO : # Backend Layers: 2 [2020-11-24 12:54:55 main:491] : INFO : # Threads: 1 [2020-11-24 12:54:55 main:493] : INFO : Preparing Dataset [2020-11-24 12:54:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-24 12:54:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-24 12:54:56 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-24 12:54:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-24 12:54:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-24 12:54:56 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-24 12:54:56 main:501] : INFO : Creating Model [2020-11-24 12:54:56 main:514] : INFO : Preparing config file [2020-11-24 12:54:56 main:526] : INFO : Creating new config file [2020-11-24 12:54:56 main:545] : INFO : This is a continuation WU, loading previous network [2020-11-24 12:54:57 main:566] : INFO : Loading DataLoader into Memory [2020-11-24 12:54:57 main:569] : INFO : Starting Training [2020-11-24 12:55:02 main:581] : INFO : Epoch 1 | loss: 0.000300693 | val_loss: 0.000266505 | Time: 5353.51 ms [2020-11-24 12:55:07 main:581] : INFO : Epoch 2 | loss: 0.000267405 | val_loss: 0.000260804 | Time: 4808.44 ms [2020-11-24 12:55:12 main:581] : INFO : Epoch 3 | loss: 0.000259705 | val_loss: 0.000253645 | Time: 4807.65 ms [2020-11-24 12:55:16 main:581] : INFO : Epoch 4 | loss: 0.000252185 | val_loss: 0.000244888 | Time: 4816.9 ms [2020-11-24 12:55:21 main:581] : INFO : Epoch 5 | loss: 0.000243852 | val_loss: 0.000237597 | Time: 4806.14 ms [2020-11-24 12:55:26 main:581] : INFO : Epoch 6 | loss: 0.000236858 | val_loss: 0.000231176 | Time: 4817.24 ms [2020-11-24 12:55:31 main:581] : INFO : Epoch 7 | loss: 0.00022953 | val_loss: 0.00022346 | Time: 4801.39 ms [2020-11-24 12:55:36 main:581] : INFO : Epoch 8 | loss: 0.000221727 | val_loss: 0.000216523 | Time: 4800.71 ms [2020-11-24 12:55:41 main:581] : INFO : Epoch 9 | loss: 0.000215267 | val_loss: 0.000209223 | Time: 4805.63 ms [2020-11-24 12:55:45 main:581] : INFO : Epoch 10 | loss: 0.000209001 | val_loss: 0.000203656 | Time: 4771.16 ms [2020-11-24 12:55:50 main:581] : INFO : Epoch 11 | loss: 0.000203222 | val_loss: 0.000197054 | Time: 4791.62 ms [2020-11-24 12:55:55 main:581] : INFO : Epoch 12 | loss: 0.000196997 | val_loss: 0.000191326 | Time: 4808.33 ms [2020-11-24 12:56:00 main:581] : INFO : Epoch 13 | loss: 0.000192059 | val_loss: 0.000185566 | Time: 4819.07 ms [2020-11-24 12:56:04 main:581] : INFO : Epoch 14 | loss: 0.000187089 | val_loss: 0.000181827 | Time: 4768.4 ms [2020-11-24 12:56:09 main:581] : INFO : Epoch 15 | loss: 0.000181831 | val_loss: 0.000176468 | Time: 4781.64 ms [2020-11-24 12:56:14 main:581] : INFO : Epoch 16 | loss: 0.000176775 | val_loss: 0.000171319 | Time: 4807.06 ms [2020-11-24 12:56:19 main:581] : INFO : Epoch 17 | loss: 0.000172392 | val_loss: 0.000166673 | Time: 4809.1 ms [2020-11-24 12:56:24 main:581] : INFO : Epoch 18 | loss: 0.00016761 | val_loss: 0.000163357 | Time: 4821.64 ms [2020-11-24 12:56:29 main:581] : INFO : Epoch 19 | loss: 0.000164151 | val_loss: 0.000158819 | Time: 4855.9 ms [2020-11-24 12:56:33 main:581] : INFO : Epoch 20 | loss: 0.000159221 | val_loss: 0.000155057 | Time: 4825.51 ms [2020-11-24 12:56:38 main:581] : INFO : Epoch 21 | loss: 0.000155976 | val_loss: 0.000151573 | Time: 4829.82 ms [2020-11-24 12:56:43 main:581] : INFO : Epoch 22 | loss: 0.000152645 | val_loss: 0.000148427 | Time: 4840.92 ms [2020-11-24 12:56:48 main:581] : INFO : Epoch 23 | loss: 0.000149039 | val_loss: 0.000144186 | Time: 4801.18 ms [2020-11-24 12:56:53 main:581] : INFO : Epoch 24 | loss: 0.000145941 | val_loss: 0.000142219 | Time: 4757.18 ms [2020-11-24 12:56:57 main:581] : INFO : Epoch 25 | loss: 0.000142284 | val_loss: 0.000138444 | Time: 4742.47 ms [2020-11-24 12:57:02 main:581] : INFO : Epoch 26 | loss: 0.000139383 | val_loss: 0.000135557 | Time: 4792.89 ms [2020-11-24 12:57:07 main:581] : INFO : Epoch 27 | loss: 0.000136252 | val_loss: 0.000136278 | Time: 4797.74 ms [2020-11-24 12:57:12 main:581] : INFO : Epoch 28 | loss: 0.000133597 | val_loss: 0.000129967 | Time: 4782.88 ms [2020-11-24 12:57:16 main:581] : INFO : Epoch 29 | loss: 0.000130886 | val_loss: 0.000127138 | Time: 4754.05 ms [2020-11-24 12:57:21 main:581] : INFO : Epoch 30 | loss: 0.000128275 | val_loss: 0.000124203 | Time: 4781.37 ms [2020-11-24 12:57:26 main:581] : INFO : Epoch 31 | loss: 0.000125414 | val_loss: 0.000122531 | Time: 4826.6 ms [2020-11-24 12:57:31 main:581] : INFO : Epoch 32 | loss: 0.000123203 | val_loss: 0.000119709 | Time: 4822.1 ms [2020-11-24 12:57:36 main:581] : INFO : Epoch 33 | loss: 0.000121231 | val_loss: 0.000119352 | Time: 4794.89 ms [2020-11-24 12:57:40 main:581] : INFO : Epoch 34 | loss: 0.00011886 | val_loss: 0.000116936 | Time: 4795.79 ms [2020-11-24 12:57:45 main:581] : INFO : Epoch 35 | loss: 0.00011596 | val_loss: 0.00011322 | Time: 4818.82 ms [2020-11-24 12:57:50 main:581] : INFO : Epoch 36 | loss: 0.000114481 | val_loss: 0.000112248 | Time: 4828.48 ms [2020-11-24 12:57:55 main:581] : INFO : Epoch 37 | loss: 0.000111901 | val_loss: 0.000112592 | Time: 4827.45 ms [2020-11-24 12:58:00 main:581] : INFO : Epoch 38 | loss: 0.000110708 | val_loss: 0.000107354 | Time: 4837 ms [2020-11-24 12:58:05 main:581] : INFO : Epoch 39 | loss: 0.000107877 | val_loss: 0.000107148 | Time: 4860.11 ms [2020-11-24 12:58:10 main:581] : INFO : Epoch 40 | loss: 0.000106532 | val_loss: 0.00010604 | Time: 4860.34 ms [2020-11-24 12:58:14 main:581] : INFO : Epoch 41 | loss: 0.000104567 | val_loss: 0.000102202 | Time: 4806.91 ms [2020-11-24 12:58:19 main:581] : INFO : Epoch 42 | loss: 0.000102799 | val_loss: 0.000101207 | Time: 4831.21 ms [2020-11-24 12:58:24 main:581] : INFO : Epoch 43 | loss: 0.000101668 | val_loss: 9.88375e-05 | Time: 4857.6 ms [2020-11-24 12:58:29 main:581] : INFO : Epoch 44 | loss: 9.97188e-05 | val_loss: 9.91166e-05 | Time: 4843.38 ms [2020-11-24 12:58:34 main:581] : INFO : Epoch 45 | loss: 9.77561e-05 | val_loss: 9.61872e-05 | Time: 4826.33 ms [2020-11-24 12:58:39 main:581] : INFO : Epoch 46 | loss: 9.64241e-05 | val_loss: 9.53619e-05 | Time: 4853.72 ms [2020-11-24 12:58:43 main:581] : INFO : Epoch 47 | loss: 9.47561e-05 | val_loss: 9.28467e-05 | Time: 4829.14 ms [2020-11-24 12:58:48 main:581] : INFO : Epoch 48 | loss: 9.31306e-05 | val_loss: 9.26795e-05 | Time: 4843.11 ms [2020-11-24 12:58:53 main:581] : INFO : Epoch 49 | loss: 9.18971e-05 | val_loss: 9.03722e-05 | Time: 4831.46 ms [2020-11-24 12:58:58 main:581] : INFO : Epoch 50 | loss: 8.99532e-05 | val_loss: 8.64895e-05 | Time: 4797.57 ms [2020-11-24 12:59:03 main:581] : INFO : Epoch 51 | loss: 8.87848e-05 | val_loss: 8.6984e-05 | Time: 4786.06 ms [2020-11-24 12:59:07 main:581] : INFO : Epoch 52 | loss: 8.74836e-05 | val_loss: 8.63938e-05 | Time: 4823.74 ms [2020-11-24 12:59:12 main:581] : INFO : Epoch 53 | loss: 8.59951e-05 | val_loss: 8.37976e-05 | Time: 4775.97 ms [2020-11-24 12:59:17 main:581] : INFO : Epoch 54 | loss: 8.4587e-05 | val_loss: 8.53586e-05 | Time: 4802.22 ms [2020-11-24 12:59:22 main:581] : INFO : Epoch 55 | loss: 8.3745e-05 | val_loss: 8.15948e-05 | Time: 4817.43 ms [2020-11-24 12:59:27 main:581] : INFO : Epoch 56 | loss: 8.25994e-05 | val_loss: 8.15174e-05 | Time: 4833.16 ms [2020-11-24 12:59:32 main:581] : INFO : Epoch 57 | loss: 8.12003e-05 | val_loss: 7.95932e-05 | Time: 5111.55 ms [2020-11-24 12:59:37 main:581] : INFO : Epoch 58 | loss: 8.00751e-05 | val_loss: 7.96783e-05 | Time: 4849.22 ms [2020-11-24 12:59:42 main:581] : INFO : Epoch 59 | loss: 7.90618e-05 | val_loss: 7.79635e-05 | Time: 4869.62 ms [2020-11-24 12:59:46 main:581] : INFO : Epoch 60 | loss: 7.77565e-05 | val_loss: 7.6051e-05 | Time: 4832.04 ms [2020-11-24 12:59:51 main:581] : INFO : Epoch 61 | loss: 7.68149e-05 | val_loss: 7.65342e-05 | Time: 4815.28 ms [2020-11-24 12:59:56 main:581] : INFO : Epoch 62 | loss: 7.6094e-05 | val_loss: 7.53902e-05 | Time: 4835.2 ms [2020-11-24 13:00:01 main:581] : INFO : Epoch 63 | loss: 7.53444e-05 | val_loss: 7.47771e-05 | Time: 4830.1 ms [2020-11-24 13:00:06 main:581] : INFO : Epoch 64 | loss: 7.3937e-05 | val_loss: 7.44794e-05 | Time: 4857.69 ms [2020-11-24 13:00:11 main:581] : INFO : Epoch 65 | loss: 7.36091e-05 | val_loss: 7.23783e-05 | Time: 4844.88 ms [2020-11-24 13:00:15 main:581] : INFO : Epoch 66 | loss: 7.2182e-05 | val_loss: 7.14285e-05 | Time: 4856.18 ms [2020-11-24 13:00:20 main:581] : INFO : Epoch 67 | loss: 7.08928e-05 | val_loss: 7.01796e-05 | Time: 4873.84 ms [2020-11-24 13:00:25 main:581] : INFO : Epoch 68 | loss: 7.03026e-05 | val_loss: 6.92496e-05 | Time: 4915.93 ms [2020-11-24 13:00:30 main:581] : INFO : Epoch 69 | loss: 6.92857e-05 | val_loss: 6.8322e-05 | Time: 4837.16 ms [2020-11-24 13:00:35 main:581] : INFO : Epoch 70 | loss: 6.86549e-05 | val_loss: 6.7809e-05 | Time: 4812.57 ms [2020-11-24 13:00:40 main:581] : INFO : Epoch 71 | loss: 6.77714e-05 | val_loss: 6.67485e-05 | Time: 4824.83 ms [2020-11-24 13:00:45 main:581] : INFO : Epoch 72 | loss: 6.71081e-05 | val_loss: 6.62245e-05 | Time: 4868.62 ms [2020-11-24 13:00:49 main:581] : INFO : Epoch 73 | loss: 6.6784e-05 | val_loss: 6.64669e-05 | Time: 4862.2 ms [2020-11-24 13:00:54 main:581] : INFO : Epoch 74 | loss: 6.5281e-05 | val_loss: 6.49053e-05 | Time: 4864.18 ms [2020-11-24 13:00:59 main:581] : INFO : Epoch 75 | loss: 6.48991e-05 | val_loss: 6.4638e-05 | Time: 4832.11 ms [2020-11-24 13:01:04 main:581] : INFO : Epoch 76 | loss: 6.39968e-05 | val_loss: 6.29807e-05 | Time: 4823.93 ms [2020-11-24 13:01:09 main:581] : INFO : Epoch 77 | loss: 6.375e-05 | val_loss: 6.28149e-05 | Time: 5026.37 ms [2020-11-24 13:01:14 main:581] : INFO : Epoch 78 | loss: 6.25674e-05 | val_loss: 6.1706e-05 | Time: 4808.85 ms [2020-11-24 13:01:19 main:581] : INFO : Epoch 79 | loss: 6.19257e-05 | val_loss: 6.23269e-05 | Time: 4818.8 ms [2020-11-24 13:01:23 main:581] : INFO : Epoch 80 | loss: 6.13638e-05 | val_loss: 6.07594e-05 | Time: 4837.91 ms [2020-11-24 13:01:28 main:581] : INFO : Epoch 81 | loss: 6.07584e-05 | val_loss: 5.98788e-05 | Time: 4852.13 ms [2020-11-24 13:01:33 main:581] : INFO : Epoch 82 | loss: 6.0084e-05 | val_loss: 6.0742e-05 | Time: 4860.96 ms [2020-11-24 13:01:38 main:581] : INFO : Epoch 83 | loss: 5.95994e-05 | val_loss: 5.97998e-05 | Time: 4824.49 ms [2020-11-24 13:01:43 main:581] : INFO : Epoch 84 | loss: 5.8916e-05 | val_loss: 5.8091e-05 | Time: 4852.78 ms [2020-11-24 13:01:48 main:581] : INFO : Epoch 85 | loss: 5.79327e-05 | val_loss: 5.63371e-05 | Time: 4864.21 ms [2020-11-24 13:01:52 main:581] : INFO : Epoch 86 | loss: 5.74761e-05 | val_loss: 5.74438e-05 | Time: 4825.48 ms [2020-11-24 13:01:57 main:581] : INFO : Epoch 87 | loss: 5.71809e-05 | val_loss: 5.57236e-05 | Time: 4807.36 ms [2020-11-24 13:02:02 main:581] : INFO : Epoch 88 | loss: 5.6757e-05 | val_loss: 5.53484e-05 | Time: 4817.82 ms [2020-11-24 13:02:07 main:581] : INFO : Epoch 89 | loss: 5.59959e-05 | val_loss: 5.66836e-05 | Time: 4810.13 ms [2020-11-24 13:02:12 main:581] : INFO : Epoch 90 | loss: 5.56382e-05 | val_loss: 5.51142e-05 | Time: 5043.68 ms [2020-11-24 13:02:17 main:581] : INFO : Epoch 91 | loss: 5.48001e-05 | val_loss: 5.5069e-05 | Time: 4886.25 ms [2020-11-24 13:02:22 main:581] : INFO : Epoch 92 | loss: 5.45325e-05 | val_loss: 5.3645e-05 | Time: 4885.75 ms [2020-11-24 13:02:27 main:581] : INFO : Epoch 93 | loss: 5.37668e-05 | val_loss: 5.39214e-05 | Time: 4861.48 ms [2020-11-24 13:02:31 main:581] : INFO : Epoch 94 | loss: 5.31306e-05 | val_loss: 5.37589e-05 | Time: 4842.55 ms [2020-11-24 13:02:36 main:581] : INFO : Epoch 95 | loss: 5.28929e-05 | val_loss: 5.36189e-05 | Time: 4842.87 ms [2020-11-24 13:02:41 main:581] : INFO : Epoch 96 | loss: 5.24096e-05 | val_loss: 5.24108e-05 | Time: 4835.85 ms [2020-11-24 13:02:46 main:581] : INFO : Epoch 97 | loss: 5.15821e-05 | val_loss: 5.15935e-05 | Time: 4892.15 ms [2020-11-24 13:02:51 main:581] : INFO : Epoch 98 | loss: 5.13984e-05 | val_loss: 5.02328e-05 | Time: 4882.37 ms [2020-11-24 13:02:56 main:581] : INFO : Epoch 99 | loss: 5.09327e-05 | val_loss: 5.03992e-05 | Time: 4872.85 ms [2020-11-24 13:03:01 main:581] : INFO : Epoch 100 | loss: 5.04182e-05 | val_loss: 4.92802e-05 | Time: 4847.3 ms [2020-11-24 13:03:05 main:581] : INFO : Epoch 101 | loss: 5.00621e-05 | val_loss: 4.95987e-05 | Time: 4842.94 ms [2020-11-24 13:03:10 main:581] : INFO : Epoch 102 | loss: 4.96532e-05 | val_loss: 4.87575e-05 | Time: 4837.12 ms [2020-11-24 13:03:15 main:581] : INFO : Epoch 103 | loss: 4.89741e-05 | val_loss: 4.86288e-05 | Time: 4878.56 ms [2020-11-24 13:03:20 main:581] : INFO : Epoch 104 | loss: 4.90953e-05 | val_loss: 4.87389e-05 | Time: 4853.96 ms [2020-11-24 13:03:25 main:581] : INFO : Epoch 105 | loss: 4.83636e-05 | val_loss: 4.80686e-05 | Time: 4840.87 ms [2020-11-24 13:03:30 main:581] : INFO : Epoch 106 | loss: 4.79665e-05 | val_loss: 4.70197e-05 | Time: 4833.42 ms [2020-11-24 13:03:35 main:581] : INFO : Epoch 107 | loss: 4.75394e-05 | val_loss: 4.8597e-05 | Time: 4841.26 ms [2020-11-24 13:03:39 main:581] : INFO : Epoch 108 | loss: 4.70557e-05 | val_loss: 4.79595e-05 | Time: 4840.36 ms [2020-11-24 13:03:44 main:581] : INFO : Epoch 109 | loss: 4.6618e-05 | val_loss: 4.67864e-05 | Time: 4841.01 ms [2020-11-24 13:03:49 main:581] : INFO : Epoch 110 | loss: 4.61765e-05 | val_loss: 4.59028e-05 | Time: 4878.38 ms [2020-11-24 13:03:54 main:581] : INFO : Epoch 111 | loss: 4.5906e-05 | val_loss: 4.60761e-05 | Time: 4874.57 ms [2020-11-24 13:03:59 main:581] : INFO : Epoch 112 | loss: 4.54093e-05 | val_loss: 4.53978e-05 | Time: 4857.3 ms [2020-11-24 13:04:04 main:581] : INFO : Epoch 113 | loss: 4.53051e-05 | val_loss: 4.43617e-05 | Time: 4835.89 ms [2020-11-24 13:04:09 main:581] : INFO : Epoch 114 | loss: 4.46884e-05 | val_loss: 4.45427e-05 | Time: 4865.15 ms [2020-11-24 13:04:13 main:581] : INFO : Epoch 115 | loss: 4.42923e-05 | val_loss: 4.41179e-05 | Time: 4821.71 ms [2020-11-24 13:04:18 main:581] : INFO : Epoch 116 | loss: 4.39903e-05 | val_loss: 4.36108e-05 | Time: 4820.91 ms [2020-11-24 13:04:23 main:581] : INFO : Epoch 117 | loss: 4.35294e-05 | val_loss: 4.36406e-05 | Time: 4830.53 ms [2020-11-24 13:04:28 main:581] : INFO : Epoch 118 | loss: 4.32927e-05 | val_loss: 4.38664e-05 | Time: 4828.29 ms [2020-11-24 13:04:33 main:581] : INFO : Epoch 119 | loss: 4.27249e-05 | val_loss: 4.27608e-05 | Time: 4836.22 ms [2020-11-24 13:04:38 main:581] : INFO : Epoch 120 | loss: 4.27832e-05 | val_loss: 4.53371e-05 | Time: 4827.86 ms [2020-11-24 13:04:42 main:581] : INFO : Epoch 121 | loss: 4.24013e-05 | val_loss: 4.1909e-05 | Time: 4832.94 ms [2020-11-24 13:04:47 main:581] : INFO : Epoch 122 | loss: 4.19263e-05 | val_loss: 4.1058e-05 | Time: 4800.51 ms [2020-11-24 13:04:52 main:581] : INFO : Epoch 123 | loss: 4.14906e-05 | val_loss: 4.17074e-05 | Time: 4824.16 ms [2020-11-24 13:04:57 main:581] : INFO : Epoch 124 | loss: 4.13112e-05 | val_loss: 4.10668e-05 | Time: 4866.83 ms [2020-11-24 13:05:02 main:581] : INFO : Epoch 125 | loss: 4.09086e-05 | val_loss: 4.10352e-05 | Time: 4881.94 ms [2020-11-24 13:05:07 main:581] : INFO : Epoch 126 | loss: 4.06445e-05 | val_loss: 3.9577e-05 | Time: 4871.92 ms [2020-11-24 13:05:11 main:581] : INFO : Epoch 127 | loss: 4.01495e-05 | val_loss: 4.00156e-05 | Time: 4850.26 ms [2020-11-24 13:05:16 main:581] : INFO : Epoch 128 | loss: 3.9811e-05 | val_loss: 3.93297e-05 | Time: 4811.26 ms [2020-11-24 13:05:21 main:581] : INFO : Epoch 129 | loss: 3.95789e-05 | val_loss: 3.86963e-05 | Time: 4807.21 ms [2020-11-24 13:05:26 main:581] : INFO : Epoch 130 | loss: 3.90952e-05 | val_loss: 3.956e-05 | Time: 4832.12 ms [2020-11-24 13:05:31 main:581] : INFO : Epoch 131 | loss: 3.90184e-05 | val_loss: 3.84113e-05 | Time: 4808.04 ms [2020-11-24 13:05:36 main:581] : INFO : Epoch 132 | loss: 3.85019e-05 | val_loss: 3.86367e-05 | Time: 4809.36 ms [2020-11-24 13:05:40 main:581] : INFO : Epoch 133 | loss: 3.8306e-05 | val_loss: 3.86095e-05 | Time: 4817.62 ms [2020-11-24 13:05:45 main:581] : INFO : Epoch 134 | loss: 3.78947e-05 | val_loss: 3.84409e-05 | Time: 4837.61 ms [2020-11-24 13:05:50 main:581] : INFO : Epoch 135 | loss: 3.77517e-05 | val_loss: 3.7804e-05 | Time: 4847.56 ms [2020-11-24 13:05:55 main:581] : INFO : Epoch 136 | loss: 3.75021e-05 | val_loss: 3.68291e-05 | Time: 4836.07 ms [2020-11-24 13:06:00 main:581] : INFO : Epoch 137 | loss: 3.73308e-05 | val_loss: 3.66518e-05 | Time: 4813.07 ms [2020-11-24 13:06:04 main:581] : INFO : Epoch 138 | loss: 3.66197e-05 | val_loss: 3.68388e-05 | Time: 4813.68 ms [2020-11-24 13:06:09 main:581] : INFO : Epoch 139 | loss: 3.70098e-05 | val_loss: 3.70284e-05 | Time: 4792.21 ms [2020-11-24 13:06:14 main:581] : INFO : Epoch 140 | loss: 3.62641e-05 | val_loss: 3.62456e-05 | Time: 4785.35 ms [2020-11-24 13:06:19 main:581] : INFO : Epoch 141 | loss: 3.62048e-05 | val_loss: 3.62344e-05 | Time: 4859.38 ms [2020-11-24 13:06:24 main:581] : INFO : Epoch 142 | loss: 3.56263e-05 | val_loss: 3.54488e-05 | Time: 4810.17 ms [2020-11-24 13:06:29 main:581] : INFO : Epoch 143 | loss: 3.5463e-05 | val_loss: 3.59253e-05 | Time: 4816.77 ms [2020-11-24 13:06:33 main:581] : INFO : Epoch 144 | loss: 3.53907e-05 | val_loss: 3.49096e-05 | Time: 4816.03 ms [2020-11-24 13:06:38 main:581] : INFO : Epoch 145 | loss: 3.48224e-05 | val_loss: 3.47431e-05 | Time: 4828.03 ms [2020-11-24 13:06:43 main:581] : INFO : Epoch 146 | loss: 3.47177e-05 | val_loss: 3.4432e-05 | Time: 4770.43 ms [2020-11-24 13:06:48 main:581] : INFO : Epoch 147 | loss: 3.45591e-05 | val_loss: 3.51111e-05 | Time: 4754.89 ms [2020-11-24 13:06:53 main:581] : INFO : Epoch 148 | loss: 3.43364e-05 | val_loss: 3.36652e-05 | Time: 4813.08 ms [2020-11-24 13:06:57 main:581] : INFO : Epoch 149 | loss: 3.4124e-05 | val_loss: 3.56281e-05 | Time: 4844.23 ms [2020-11-24 13:07:02 main:581] : INFO : Epoch 150 | loss: 3.41795e-05 | val_loss: 3.50347e-05 | Time: 4821.2 ms [2020-11-24 13:07:07 main:581] : INFO : Epoch 151 | loss: 3.35887e-05 | val_loss: 3.35965e-05 | Time: 4813.94 ms [2020-11-24 13:07:12 main:581] : INFO : Epoch 152 | loss: 3.3508e-05 | val_loss: 3.3357e-05 | Time: 4851.35 ms [2020-11-24 13:07:17 main:581] : INFO : Epoch 153 | loss: 3.28808e-05 | val_loss: 3.27474e-05 | Time: 4840.02 ms [2020-11-24 13:07:22 main:581] : INFO : Epoch 154 | loss: 3.28448e-05 | val_loss: 3.31893e-05 | Time: 4840.89 ms [2020-11-24 13:07:26 main:581] : INFO : Epoch 155 | loss: 3.26105e-05 | val_loss: 3.31531e-05 | Time: 4831.58 ms [2020-11-24 13:07:31 main:581] : INFO : Epoch 156 | loss: 3.25879e-05 | val_loss: 3.40369e-05 | Time: 4858.59 ms [2020-11-24 13:07:36 main:581] : INFO : Epoch 157 | loss: 3.20574e-05 | val_loss: 3.18618e-05 | Time: 4964.59 ms [2020-11-24 13:07:41 main:581] : INFO : Epoch 158 | loss: 3.20518e-05 | val_loss: 3.20902e-05 | Time: 4847.05 ms [2020-11-24 13:07:46 main:581] : INFO : Epoch 159 | loss: 3.19114e-05 | val_loss: 3.21712e-05 | Time: 4841.25 ms [2020-11-24 13:07:51 main:581] : INFO : Epoch 160 | loss: 3.1575e-05 | val_loss: 3.14512e-05 | Time: 4821.33 ms [2020-11-24 13:07:56 main:581] : INFO : Epoch 161 | loss: 3.11964e-05 | val_loss: 3.08524e-05 | Time: 4833.41 ms [2020-11-24 13:08:00 main:581] : INFO : Epoch 162 | loss: 3.10309e-05 | val_loss: 3.14985e-05 | Time: 4833.55 ms [2020-11-24 13:08:05 main:581] : INFO : Epoch 163 | loss: 3.09864e-05 | val_loss: 3.10575e-05 | Time: 4848.81 ms [2020-11-24 13:08:10 main:581] : INFO : Epoch 164 | loss: 3.06112e-05 | val_loss: 3.00784e-05 | Time: 4850.88 ms [2020-11-24 13:08:15 main:581] : INFO : Epoch 165 | loss: 3.04928e-05 | val_loss: 3.15151e-05 | Time: 4867.25 ms [2020-11-24 13:08:20 main:581] : INFO : Epoch 166 | loss: 3.071e-05 | val_loss: 3.07136e-05 | Time: 4879.86 ms [2020-11-24 13:08:25 main:581] : INFO : Epoch 167 | loss: 3.01087e-05 | val_loss: 2.99157e-05 | Time: 4892.85 ms [2020-11-24 13:08:30 main:581] : INFO : Epoch 168 | loss: 2.9676e-05 | val_loss: 3.05256e-05 | Time: 4881.56 ms [2020-11-24 13:08:35 main:581] : INFO : Epoch 169 | loss: 2.97249e-05 | val_loss: 2.99143e-05 | Time: 4930.24 ms [2020-11-24 13:08:40 main:581] : INFO : Epoch 170 | loss: 2.96669e-05 | val_loss: 2.95962e-05 | Time: 5172.35 ms [2020-11-24 13:08:45 main:581] : INFO : Epoch 171 | loss: 2.95325e-05 | val_loss: 2.98089e-05 | Time: 5203.86 ms [2020-11-24 13:08:50 main:581] : INFO : Epoch 172 | loss: 2.92302e-05 | val_loss: 3.06783e-05 | Time: 5357.03 ms [2020-11-24 13:08:56 main:581] : INFO : Epoch 173 | loss: 2.91365e-05 | val_loss: 2.99237e-05 | Time: 5499.21 ms [2020-11-24 13:09:01 main:581] : INFO : Epoch 174 | loss: 2.87782e-05 | val_loss: 2.94033e-05 | Time: 5021.81 ms [2020-11-24 13:09:06 main:581] : INFO : Epoch 175 | loss: 2.88932e-05 | val_loss: 2.9036e-05 | Time: 5277.6 ms [2020-11-24 13:09:11 main:581] : INFO : Epoch 176 | loss: 2.85176e-05 | val_loss: 2.82892e-05 | Time: 4819.26 ms [2020-11-24 13:09:16 main:581] : INFO : Epoch 177 | loss: 2.83623e-05 | val_loss: 2.85383e-05 | Time: 5043.91 ms [2020-11-24 13:09:21 main:581] : INFO : Epoch 178 | loss: 2.82635e-05 | val_loss: 2.86055e-05 | Time: 5194.2 ms [2020-11-24 13:09:26 main:581] : INFO : Epoch 179 | loss: 2.79382e-05 | val_loss: 2.86518e-05 | Time: 5184.94 ms [2020-11-24 13:09:31 main:581] : INFO : Epoch 180 | loss: 2.7779e-05 | val_loss: 2.79411e-05 | Time: 4889.03 ms [2020-11-24 13:09:36 main:581] : INFO : Epoch 181 | loss: 2.77274e-05 | val_loss: 2.76229e-05 | Time: 5258.15 ms [2020-11-24 13:09:41 main:581] : INFO : Epoch 182 | loss: 2.76196e-05 | val_loss: 2.74013e-05 | Time: 4916.85 ms [2020-11-24 13:09:46 main:581] : INFO : Epoch 183 | loss: 2.73099e-05 | val_loss: 2.7647e-05 | Time: 4833.92 ms [2020-11-24 13:09:51 main:581] : INFO : Epoch 184 | loss: 2.71043e-05 | val_loss: 2.70238e-05 | Time: 4831.39 ms [2020-11-24 13:09:56 main:581] : INFO : Epoch 185 | loss: 2.69486e-05 | val_loss: 2.79172e-05 | Time: 4825.02 ms [2020-11-24 13:10:01 main:581] : INFO : Epoch 186 | loss: 2.70708e-05 | val_loss: 2.68425e-05 | Time: 4860.48 ms [2020-11-24 13:10:06 main:581] : INFO : Epoch 187 | loss: 2.65003e-05 | val_loss: 2.66722e-05 | Time: 4830.08 ms [2020-11-24 13:10:10 main:581] : INFO : Epoch 188 | loss: 2.66124e-05 | val_loss: 2.69556e-05 | Time: 4833.48 ms [2020-11-24 13:10:15 main:581] : INFO : Epoch 189 | loss: 2.64601e-05 | val_loss: 2.70642e-05 | Time: 4820.84 ms [2020-11-24 13:10:20 main:581] : INFO : Epoch 190 | loss: 2.62966e-05 | val_loss: 2.66309e-05 | Time: 4886.7 ms [2020-11-24 13:10:25 main:581] : INFO : Epoch 191 | loss: 2.60991e-05 | val_loss: 2.82712e-05 | Time: 4886.55 ms [2020-11-24 13:10:30 main:581] : INFO : Epoch 192 | loss: 2.60936e-05 | val_loss: 2.71997e-05 | Time: 4842.83 ms [2020-11-24 13:10:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 2.71997e-05 [2020-11-24 13:10:30 main:610] : INFO : Saving end state to config to file [2020-11-24 13:10:30 main:615] : INFO : Success, exiting.. 13:10:30 (3099989): 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)