Task 2817997
| Name | rand_automata_0099-1604985025-5701-1_0 |
| Workunit | 1270132 |
| Created | 10 Nov 2020, 17:35:26 UTC |
| Sent | 10 Nov 2020, 17:35:34 UTC |
| Report deadline | 17 Nov 2020, 17:35:34 UTC |
| Received | 10 Nov 2020, 18:38:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 20 min 18 sec |
| CPU time | 19 min 39 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-10 19:17:59 main:435] : INFO : Set logging level to 1 [2020-11-10 19:17:59 main:441] : INFO : Running in BOINC Client mode [2020-11-10 19:17:59 main:444] : INFO : Resolving all filenames [2020-11-10 19:17:59 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 (exists = 1) [2020-11-10 19:17:59 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-1604985025-5701-1_0_r204884628_1 (exists = 0) [2020-11-10 19:17:59 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-1604985025-5701-1_0_r204884628_0 (exists = 0) [2020-11-10 19:17:59 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-1604985025-5701-1 (exists = 1) [2020-11-10 19:17:59 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-10 19:17:59 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 [2020-11-10 19:17:59 main:474] : INFO : Configuration: [2020-11-10 19:17:59 main:475] : INFO : Model type: LSTM [2020-11-10 19:17:59 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-10 19:17:59 main:477] : INFO : Max Epochs: 192 [2020-11-10 19:17:59 main:478] : INFO : Batch Size: 32 [2020-11-10 19:17:59 main:479] : INFO : Learning Rate: 0.001 [2020-11-10 19:17:59 main:480] : INFO : Patience: 10 [2020-11-10 19:17:59 main:481] : INFO : Hidden Width: 64 [2020-11-10 19:17:59 main:482] : INFO : # Recurrent Layers: 4 [2020-11-10 19:18:00 main:483] : INFO : # Backend Layers: 2 [2020-11-10 19:18:00 main:484] : INFO : # Threads: 1 [2020-11-10 19:18:00 main:486] : INFO : Preparing Dataset [2020-11-10 19:18:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 into memory [2020-11-10 19:18:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 into memory [2020-11-10 19:18:02 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-10 19:18:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 into memory [2020-11-10 19:18:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 into memory [2020-11-10 19:18:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-10 19:18:03 main:494] : INFO : Creating Model [2020-11-10 19:18:03 main:507] : INFO : Preparing config file [2020-11-10 19:18:03 main:519] : INFO : Creating new config file [2020-11-10 19:18:03 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-10 19:18:04 main:559] : INFO : Loading DataLoader into Memory [2020-11-10 19:18:04 main:562] : INFO : Starting Training [2020-11-10 19:18:11 main:574] : INFO : Epoch 1 | loss: 0.000178379 | val_loss: 0.000154483 | Time: 6777.6 ms [2020-11-10 19:18:17 main:574] : INFO : Epoch 2 | loss: 0.000153052 | val_loss: 0.000153953 | Time: 6324.82 ms [2020-11-10 19:18:24 main:574] : INFO : Epoch 3 | loss: 0.000152431 | val_loss: 0.000151937 | Time: 6157.63 ms [2020-11-10 19:18:30 main:574] : INFO : Epoch 4 | loss: 0.000150713 | val_loss: 0.000152563 | Time: 6081.92 ms [2020-11-10 19:18:36 main:574] : INFO : Epoch 5 | loss: 0.000149082 | val_loss: 0.000151043 | Time: 5970.35 ms [2020-11-10 19:18:42 main:574] : INFO : Epoch 6 | loss: 0.000147528 | val_loss: 0.000148959 | Time: 6169.25 ms [2020-11-10 19:18:48 main:574] : INFO : Epoch 7 | loss: 0.000145649 | val_loss: 0.000146959 | Time: 6142.38 ms [2020-11-10 19:18:54 main:574] : INFO : Epoch 8 | loss: 0.000143858 | val_loss: 0.000143334 | Time: 6287.72 ms [2020-11-10 19:19:01 main:574] : INFO : Epoch 9 | loss: 0.000141427 | val_loss: 0.000140733 | Time: 6289.18 ms [2020-11-10 19:19:07 main:574] : INFO : Epoch 10 | loss: 0.00014 | val_loss: 0.00013917 | Time: 6168.63 ms [2020-11-10 19:19:13 main:574] : INFO : Epoch 11 | loss: 0.000137238 | val_loss: 0.000137432 | Time: 6375.51 ms [2020-11-10 19:19:19 main:574] : INFO : Epoch 12 | loss: 0.000136393 | val_loss: 0.000135181 | Time: 6021.48 ms [2020-11-10 19:19:26 main:574] : INFO : Epoch 13 | loss: 0.000133996 | val_loss: 0.000133824 | Time: 6295.25 ms [2020-11-10 19:19:32 main:574] : INFO : Epoch 14 | loss: 0.000131949 | val_loss: 0.00013283 | Time: 6184.2 ms [2020-11-10 19:19:38 main:574] : INFO : Epoch 15 | loss: 0.000130339 | val_loss: 0.000132687 | Time: 6254.88 ms [2020-11-10 19:19:44 main:574] : INFO : Epoch 16 | loss: 0.000129282 | val_loss: 0.000129409 | Time: 6104.69 ms [2020-11-10 19:19:51 main:574] : INFO : Epoch 17 | loss: 0.000127288 | val_loss: 0.000129718 | Time: 6201.72 ms [2020-11-10 19:19:57 main:574] : INFO : Epoch 18 | loss: 0.000125891 | val_loss: 0.000125623 | Time: 6211.56 ms [2020-11-10 19:20:03 main:574] : INFO : Epoch 19 | loss: 0.000124213 | val_loss: 0.000126946 | Time: 5977.39 ms [2020-11-10 19:20:09 main:574] : INFO : Epoch 20 | loss: 0.000122398 | val_loss: 0.000124354 | Time: 6190.38 ms [2020-11-10 19:20:16 main:574] : INFO : Epoch 21 | loss: 0.000121323 | val_loss: 0.000120189 | Time: 6234.22 ms [2020-11-10 19:20:22 main:574] : INFO : Epoch 22 | loss: 0.000119234 | val_loss: 0.000120061 | Time: 6296.32 ms [2020-11-10 19:20:28 main:574] : INFO : Epoch 23 | loss: 0.000118626 | val_loss: 0.000120169 | Time: 6116.85 ms [2020-11-10 19:20:34 main:574] : INFO : Epoch 24 | loss: 0.000116876 | val_loss: 0.000116141 | Time: 6177.74 ms [2020-11-10 19:20:40 main:574] : INFO : Epoch 25 | loss: 0.000116098 | val_loss: 0.000115897 | Time: 6143.58 ms [2020-11-10 19:20:47 main:574] : INFO : Epoch 26 | loss: 0.000114371 | val_loss: 0.000118253 | Time: 6364.41 ms [2020-11-10 19:20:53 main:574] : INFO : Epoch 27 | loss: 0.000113457 | val_loss: 0.000114231 | Time: 6195.52 ms [2020-11-10 19:20:59 main:574] : INFO : Epoch 28 | loss: 0.00011208 | val_loss: 0.000110382 | Time: 6157.32 ms [2020-11-10 19:21:06 main:574] : INFO : Epoch 29 | loss: 0.000109865 | val_loss: 0.000111738 | Time: 6141.31 ms [2020-11-10 19:21:12 main:574] : INFO : Epoch 30 | loss: 0.000109338 | val_loss: 0.000109274 | Time: 6394.33 ms [2020-11-10 19:21:18 main:574] : INFO : Epoch 31 | loss: 0.00010826 | val_loss: 0.000109017 | Time: 6225.65 ms [2020-11-10 19:21:24 main:574] : INFO : Epoch 32 | loss: 0.00010809 | val_loss: 0.00010711 | Time: 6232.1 ms [2020-11-10 19:21:31 main:574] : INFO : Epoch 33 | loss: 0.000106227 | val_loss: 0.000105919 | Time: 6249.63 ms [2020-11-10 19:21:37 main:574] : INFO : Epoch 34 | loss: 0.000105471 | val_loss: 0.000105875 | Time: 6076.65 ms [2020-11-10 19:21:43 main:574] : INFO : Epoch 35 | loss: 0.000103817 | val_loss: 0.000104426 | Time: 6186.39 ms [2020-11-10 19:21:49 main:574] : INFO : Epoch 36 | loss: 0.000102639 | val_loss: 0.00010383 | Time: 6267.66 ms [2020-11-10 19:21:56 main:574] : INFO : Epoch 37 | loss: 0.000101844 | val_loss: 0.000102521 | Time: 6260.47 ms [2020-11-10 19:22:02 main:574] : INFO : Epoch 38 | loss: 0.000100926 | val_loss: 0.000103277 | Time: 6019.95 ms [2020-11-10 19:22:08 main:574] : INFO : Epoch 39 | loss: 9.99995e-05 | val_loss: 0.000100275 | Time: 6158.37 ms [2020-11-10 19:22:14 main:574] : INFO : Epoch 40 | loss: 9.87961e-05 | val_loss: 0.000100561 | Time: 6157.27 ms [2020-11-10 19:22:20 main:574] : INFO : Epoch 41 | loss: 9.83372e-05 | val_loss: 9.74527e-05 | Time: 6180.2 ms [2020-11-10 19:22:27 main:574] : INFO : Epoch 42 | loss: 9.74682e-05 | val_loss: 9.65955e-05 | Time: 6201.08 ms [2020-11-10 19:22:33 main:574] : INFO : Epoch 43 | loss: 9.63547e-05 | val_loss: 9.83364e-05 | Time: 6070.99 ms [2020-11-10 19:22:39 main:574] : INFO : Epoch 44 | loss: 9.53072e-05 | val_loss: 9.62716e-05 | Time: 6093.04 ms [2020-11-10 19:22:45 main:574] : INFO : Epoch 45 | loss: 9.48465e-05 | val_loss: 9.74349e-05 | Time: 6271.73 ms [2020-11-10 19:22:51 main:574] : INFO : Epoch 46 | loss: 9.37475e-05 | val_loss: 9.3921e-05 | Time: 6059.27 ms [2020-11-10 19:22:58 main:574] : INFO : Epoch 47 | loss: 9.32132e-05 | val_loss: 9.29815e-05 | Time: 6132.46 ms [2020-11-10 19:23:04 main:574] : INFO : Epoch 48 | loss: 9.28199e-05 | val_loss: 9.3472e-05 | Time: 6159.28 ms [2020-11-10 19:23:10 main:574] : INFO : Epoch 49 | loss: 9.14282e-05 | val_loss: 9.3755e-05 | Time: 6146.15 ms [2020-11-10 19:23:16 main:574] : INFO : Epoch 50 | loss: 9.09089e-05 | val_loss: 9.22719e-05 | Time: 6211.47 ms [2020-11-10 19:23:23 main:574] : INFO : Epoch 51 | loss: 8.95999e-05 | val_loss: 9.11465e-05 | Time: 6217.55 ms [2020-11-10 19:23:29 main:574] : INFO : Epoch 52 | loss: 8.91336e-05 | val_loss: 9.04497e-05 | Time: 6258.71 ms [2020-11-10 19:23:35 main:574] : INFO : Epoch 53 | loss: 8.79423e-05 | val_loss: 9.16768e-05 | Time: 6237.43 ms [2020-11-10 19:23:41 main:574] : INFO : Epoch 54 | loss: 8.81532e-05 | val_loss: 9.10837e-05 | Time: 6148.08 ms [2020-11-10 19:23:47 main:574] : INFO : Epoch 55 | loss: 8.70071e-05 | val_loss: 8.85411e-05 | Time: 6067.17 ms [2020-11-10 19:23:54 main:574] : INFO : Epoch 56 | loss: 8.57903e-05 | val_loss: 8.61443e-05 | Time: 6060.33 ms [2020-11-10 19:24:00 main:574] : INFO : Epoch 57 | loss: 8.51512e-05 | val_loss: 8.59621e-05 | Time: 6378.83 ms [2020-11-10 19:24:06 main:574] : INFO : Epoch 58 | loss: 8.45844e-05 | val_loss: 8.61072e-05 | Time: 6076.5 ms [2020-11-10 19:24:12 main:574] : INFO : Epoch 59 | loss: 8.52852e-05 | val_loss: 8.76533e-05 | Time: 6179.03 ms [2020-11-10 19:24:19 main:574] : INFO : Epoch 60 | loss: 8.33531e-05 | val_loss: 8.42396e-05 | Time: 6150.48 ms [2020-11-10 19:24:25 main:574] : INFO : Epoch 61 | loss: 8.26616e-05 | val_loss: 8.1748e-05 | Time: 6087.42 ms [2020-11-10 19:24:31 main:574] : INFO : Epoch 62 | loss: 8.18662e-05 | val_loss: 8.51094e-05 | Time: 6003.87 ms [2020-11-10 19:24:37 main:574] : INFO : Epoch 63 | loss: 8.19009e-05 | val_loss: 8.30267e-05 | Time: 6158.32 ms [2020-11-10 19:24:43 main:574] : INFO : Epoch 64 | loss: 8.12745e-05 | val_loss: 8.10199e-05 | Time: 6139.25 ms [2020-11-10 19:24:49 main:574] : INFO : Epoch 65 | loss: 8.03868e-05 | val_loss: 8.05504e-05 | Time: 6080.96 ms [2020-11-10 19:24:55 main:574] : INFO : Epoch 66 | loss: 7.95423e-05 | val_loss: 7.86569e-05 | Time: 6141.55 ms [2020-11-10 19:25:02 main:574] : INFO : Epoch 67 | loss: 7.88787e-05 | val_loss: 8.01534e-05 | Time: 6180.2 ms [2020-11-10 19:25:08 main:574] : INFO : Epoch 68 | loss: 7.85992e-05 | val_loss: 7.95736e-05 | Time: 6022.33 ms [2020-11-10 19:25:14 main:574] : INFO : Epoch 69 | loss: 7.75735e-05 | val_loss: 8.01146e-05 | Time: 6143.54 ms [2020-11-10 19:25:20 main:574] : INFO : Epoch 70 | loss: 7.73883e-05 | val_loss: 7.7599e-05 | Time: 6038.87 ms [2020-11-10 19:25:26 main:574] : INFO : Epoch 71 | loss: 7.67296e-05 | val_loss: 7.85724e-05 | Time: 6092.43 ms [2020-11-10 19:25:32 main:574] : INFO : Epoch 72 | loss: 7.63942e-05 | val_loss: 7.8988e-05 | Time: 6062.12 ms [2020-11-10 19:25:39 main:574] : INFO : Epoch 73 | loss: 7.52812e-05 | val_loss: 7.70988e-05 | Time: 6246.53 ms [2020-11-10 19:25:45 main:574] : INFO : Epoch 74 | loss: 7.50967e-05 | val_loss: 7.76152e-05 | Time: 6333.13 ms [2020-11-10 19:25:51 main:574] : INFO : Epoch 75 | loss: 7.47381e-05 | val_loss: 7.62002e-05 | Time: 6182.49 ms [2020-11-10 19:25:57 main:574] : INFO : Epoch 76 | loss: 7.50097e-05 | val_loss: 7.45733e-05 | Time: 6227.85 ms [2020-11-10 19:26:04 main:574] : INFO : Epoch 77 | loss: 7.31676e-05 | val_loss: 7.41598e-05 | Time: 6199.8 ms [2020-11-10 19:26:10 main:574] : INFO : Epoch 78 | loss: 7.2599e-05 | val_loss: 7.36578e-05 | Time: 5940.66 ms [2020-11-10 19:26:16 main:574] : INFO : Epoch 79 | loss: 7.2378e-05 | val_loss: 7.45957e-05 | Time: 6375.15 ms [2020-11-10 19:26:23 main:574] : INFO : Epoch 80 | loss: 7.15941e-05 | val_loss: 7.31079e-05 | Time: 6613.71 ms [2020-11-10 19:26:30 main:574] : INFO : Epoch 81 | loss: 7.11275e-05 | val_loss: 7.33477e-05 | Time: 6743.5 ms [2020-11-10 19:26:37 main:574] : INFO : Epoch 82 | loss: 7.10009e-05 | val_loss: 7.25498e-05 | Time: 6815.95 ms [2020-11-10 19:26:43 main:574] : INFO : Epoch 83 | loss: 7.00933e-05 | val_loss: 7.02082e-05 | Time: 6299.4 ms [2020-11-10 19:26:49 main:574] : INFO : Epoch 84 | loss: 6.90591e-05 | val_loss: 7.10744e-05 | Time: 6054.44 ms [2020-11-10 19:26:55 main:574] : INFO : Epoch 85 | loss: 6.87582e-05 | val_loss: 7.02718e-05 | Time: 6300.02 ms [2020-11-10 19:27:01 main:574] : INFO : Epoch 86 | loss: 6.86023e-05 | val_loss: 7.07261e-05 | Time: 5968.45 ms [2020-11-10 19:27:07 main:574] : INFO : Epoch 87 | loss: 6.80294e-05 | val_loss: 7.01762e-05 | Time: 5913.86 ms [2020-11-10 19:27:14 main:574] : INFO : Epoch 88 | loss: 6.76166e-05 | val_loss: 6.83846e-05 | Time: 6252.63 ms [2020-11-10 19:27:20 main:574] : INFO : Epoch 89 | loss: 6.69472e-05 | val_loss: 6.97491e-05 | Time: 6137.34 ms [2020-11-10 19:27:26 main:574] : INFO : Epoch 90 | loss: 6.68997e-05 | val_loss: 6.85238e-05 | Time: 6136.98 ms [2020-11-10 19:27:32 main:574] : INFO : Epoch 91 | loss: 6.62183e-05 | val_loss: 6.8823e-05 | Time: 6411.5 ms [2020-11-10 19:27:39 main:574] : INFO : Epoch 92 | loss: 6.57108e-05 | val_loss: 6.77822e-05 | Time: 6416.28 ms [2020-11-10 19:27:45 main:574] : INFO : Epoch 93 | loss: 6.54979e-05 | val_loss: 6.6336e-05 | Time: 6217.5 ms [2020-11-10 19:27:52 main:574] : INFO : Epoch 94 | loss: 6.47342e-05 | val_loss: 6.82456e-05 | Time: 6342.35 ms [2020-11-10 19:27:58 main:574] : INFO : Epoch 95 | loss: 6.48855e-05 | val_loss: 6.82041e-05 | Time: 6152.83 ms [2020-11-10 19:28:04 main:574] : INFO : Epoch 96 | loss: 6.41046e-05 | val_loss: 6.64219e-05 | Time: 6156.52 ms [2020-11-10 19:28:10 main:574] : INFO : Epoch 97 | loss: 6.36978e-05 | val_loss: 6.70889e-05 | Time: 6148.36 ms [2020-11-10 19:28:16 main:574] : INFO : Epoch 98 | loss: 6.32102e-05 | val_loss: 6.46775e-05 | Time: 6047.77 ms [2020-11-10 19:28:23 main:574] : INFO : Epoch 99 | loss: 6.30262e-05 | val_loss: 6.44509e-05 | Time: 6139.98 ms [2020-11-10 19:28:29 main:574] : INFO : Epoch 100 | loss: 6.23204e-05 | val_loss: 6.37793e-05 | Time: 6174.67 ms [2020-11-10 19:28:35 main:574] : INFO : Epoch 101 | loss: 6.17663e-05 | val_loss: 6.54267e-05 | Time: 6280.71 ms [2020-11-10 19:28:41 main:574] : INFO : Epoch 102 | loss: 6.20198e-05 | val_loss: 6.56614e-05 | Time: 6122.71 ms [2020-11-10 19:28:48 main:574] : INFO : Epoch 103 | loss: 6.12925e-05 | val_loss: 6.37229e-05 | Time: 6230 ms [2020-11-10 19:28:54 main:574] : INFO : Epoch 104 | loss: 6.12646e-05 | val_loss: 6.35336e-05 | Time: 6345.35 ms [2020-11-10 19:29:00 main:574] : INFO : Epoch 105 | loss: 6.06636e-05 | val_loss: 6.24043e-05 | Time: 6183.45 ms [2020-11-10 19:29:06 main:574] : INFO : Epoch 106 | loss: 5.96642e-05 | val_loss: 6.15061e-05 | Time: 6242.23 ms [2020-11-10 19:29:13 main:574] : INFO : Epoch 107 | loss: 5.97864e-05 | val_loss: 6.10167e-05 | Time: 6282.28 ms [2020-11-10 19:29:19 main:574] : INFO : Epoch 108 | loss: 5.94158e-05 | val_loss: 6.18652e-05 | Time: 6177.8 ms [2020-11-10 19:29:25 main:574] : INFO : Epoch 109 | loss: 5.91977e-05 | val_loss: 5.96266e-05 | Time: 6106.88 ms [2020-11-10 19:29:31 main:574] : INFO : Epoch 110 | loss: 5.85439e-05 | val_loss: 5.98484e-05 | Time: 6150.46 ms [2020-11-10 19:29:38 main:574] : INFO : Epoch 111 | loss: 5.78754e-05 | val_loss: 6.03745e-05 | Time: 6113.25 ms [2020-11-10 19:29:44 main:574] : INFO : Epoch 112 | loss: 5.85728e-05 | val_loss: 5.95467e-05 | Time: 6307.8 ms [2020-11-10 19:29:50 main:574] : INFO : Epoch 113 | loss: 5.78222e-05 | val_loss: 5.96796e-05 | Time: 6226.92 ms [2020-11-10 19:29:56 main:574] : INFO : Epoch 114 | loss: 5.7559e-05 | val_loss: 6.00842e-05 | Time: 6040.25 ms [2020-11-10 19:30:03 main:574] : INFO : Epoch 115 | loss: 5.69105e-05 | val_loss: 5.79723e-05 | Time: 6259.77 ms [2020-11-10 19:30:09 main:574] : INFO : Epoch 116 | loss: 5.71111e-05 | val_loss: 5.87993e-05 | Time: 6159.44 ms [2020-11-10 19:30:15 main:574] : INFO : Epoch 117 | loss: 5.61448e-05 | val_loss: 5.78501e-05 | Time: 6379.44 ms [2020-11-10 19:30:21 main:574] : INFO : Epoch 118 | loss: 5.64135e-05 | val_loss: 5.85322e-05 | Time: 6045.99 ms [2020-11-10 19:30:28 main:574] : INFO : Epoch 119 | loss: 5.53398e-05 | val_loss: 5.68955e-05 | Time: 6354.37 ms [2020-11-10 19:30:34 main:574] : INFO : Epoch 120 | loss: 5.52551e-05 | val_loss: 5.77192e-05 | Time: 6082.21 ms [2020-11-10 19:30:40 main:574] : INFO : Epoch 121 | loss: 5.49308e-05 | val_loss: 5.65961e-05 | Time: 6212.62 ms [2020-11-10 19:30:46 main:574] : INFO : Epoch 122 | loss: 5.48891e-05 | val_loss: 5.64464e-05 | Time: 6127.01 ms [2020-11-10 19:30:53 main:574] : INFO : Epoch 123 | loss: 5.43621e-05 | val_loss: 5.57645e-05 | Time: 6237.43 ms [2020-11-10 19:30:59 main:574] : INFO : Epoch 124 | loss: 5.46716e-05 | val_loss: 5.84723e-05 | Time: 6265.61 ms [2020-11-10 19:31:05 main:574] : INFO : Epoch 125 | loss: 5.4139e-05 | val_loss: 5.64254e-05 | Time: 6185.75 ms [2020-11-10 19:31:11 main:574] : INFO : Epoch 126 | loss: 5.37107e-05 | val_loss: 5.55644e-05 | Time: 6216.16 ms [2020-11-10 19:31:18 main:574] : INFO : Epoch 127 | loss: 5.30502e-05 | val_loss: 5.55631e-05 | Time: 6245.2 ms [2020-11-10 19:31:24 main:574] : INFO : Epoch 128 | loss: 5.33412e-05 | val_loss: 5.46179e-05 | Time: 6143.3 ms [2020-11-10 19:31:30 main:574] : INFO : Epoch 129 | loss: 5.30282e-05 | val_loss: 5.80292e-05 | Time: 6208.57 ms [2020-11-10 19:31:36 main:574] : INFO : Epoch 130 | loss: 5.26664e-05 | val_loss: 5.42753e-05 | Time: 6254.72 ms [2020-11-10 19:31:43 main:574] : INFO : Epoch 131 | loss: 5.27598e-05 | val_loss: 5.64784e-05 | Time: 6289.27 ms [2020-11-10 19:31:49 main:574] : INFO : Epoch 132 | loss: 5.1943e-05 | val_loss: 5.45827e-05 | Time: 6127.77 ms [2020-11-10 19:31:55 main:574] : INFO : Epoch 133 | loss: 5.21966e-05 | val_loss: 5.43592e-05 | Time: 6314.85 ms [2020-11-10 19:32:02 main:574] : INFO : Epoch 134 | loss: 5.1566e-05 | val_loss: 5.3813e-05 | Time: 6102.1 ms [2020-11-10 19:32:08 main:574] : INFO : Epoch 135 | loss: 5.09572e-05 | val_loss: 5.29915e-05 | Time: 6162.64 ms [2020-11-10 19:32:14 main:574] : INFO : Epoch 136 | loss: 5.07053e-05 | val_loss: 5.25596e-05 | Time: 6060.52 ms [2020-11-10 19:32:20 main:574] : INFO : Epoch 137 | loss: 5.12195e-05 | val_loss: 5.42836e-05 | Time: 5999.92 ms [2020-11-10 19:32:26 main:574] : INFO : Epoch 138 | loss: 5.04483e-05 | val_loss: 5.22168e-05 | Time: 6067.28 ms [2020-11-10 19:32:32 main:574] : INFO : Epoch 139 | loss: 4.99359e-05 | val_loss: 5.20874e-05 | Time: 6102.92 ms [2020-11-10 19:32:38 main:574] : INFO : Epoch 140 | loss: 5.021e-05 | val_loss: 5.04311e-05 | Time: 6271.17 ms [2020-11-10 19:32:45 main:574] : INFO : Epoch 141 | loss: 4.92822e-05 | val_loss: 5.11028e-05 | Time: 6246.19 ms [2020-11-10 19:32:51 main:574] : INFO : Epoch 142 | loss: 4.93532e-05 | val_loss: 5.09333e-05 | Time: 6004.42 ms [2020-11-10 19:32:57 main:574] : INFO : Epoch 143 | loss: 4.91969e-05 | val_loss: 5.08066e-05 | Time: 6158.59 ms [2020-11-10 19:33:03 main:574] : INFO : Epoch 144 | loss: 4.88652e-05 | val_loss: 5.14169e-05 | Time: 6115.12 ms [2020-11-10 19:33:09 main:574] : INFO : Epoch 145 | loss: 4.84265e-05 | val_loss: 5.02196e-05 | Time: 6016.97 ms [2020-11-10 19:33:15 main:574] : INFO : Epoch 146 | loss: 4.8651e-05 | val_loss: 4.92755e-05 | Time: 6149.69 ms [2020-11-10 19:33:22 main:574] : INFO : Epoch 147 | loss: 4.80424e-05 | val_loss: 4.97736e-05 | Time: 6508.67 ms [2020-11-10 19:33:28 main:574] : INFO : Epoch 148 | loss: 4.81531e-05 | val_loss: 5.08154e-05 | Time: 6094.03 ms [2020-11-10 19:33:34 main:574] : INFO : Epoch 149 | loss: 4.80081e-05 | val_loss: 5.05499e-05 | Time: 6145.23 ms [2020-11-10 19:33:41 main:574] : INFO : Epoch 150 | loss: 4.74101e-05 | val_loss: 5.31971e-05 | Time: 6198.1 ms [2020-11-10 19:33:47 main:574] : INFO : Epoch 151 | loss: 4.75581e-05 | val_loss: 5.06915e-05 | Time: 6220.28 ms [2020-11-10 19:33:53 main:574] : INFO : Epoch 152 | loss: 4.71423e-05 | val_loss: 4.94621e-05 | Time: 6064.46 ms [2020-11-10 19:33:59 main:574] : INFO : Epoch 153 | loss: 4.78751e-05 | val_loss: 4.93106e-05 | Time: 6370.1 ms [2020-11-10 19:34:06 main:574] : INFO : Epoch 154 | loss: 4.69615e-05 | val_loss: 5.01506e-05 | Time: 6254.74 ms [2020-11-10 19:34:12 main:574] : INFO : Epoch 155 | loss: 4.63631e-05 | val_loss: 4.94927e-05 | Time: 6138.73 ms [2020-11-10 19:34:18 main:574] : INFO : Epoch 156 | loss: 4.62893e-05 | val_loss: 4.91499e-05 | Time: 5982.31 ms [2020-11-10 19:34:24 main:574] : INFO : Epoch 157 | loss: 4.59457e-05 | val_loss: 4.73904e-05 | Time: 5971.26 ms [2020-11-10 19:34:30 main:574] : INFO : Epoch 158 | loss: 4.59566e-05 | val_loss: 4.77155e-05 | Time: 6153.09 ms [2020-11-10 19:34:37 main:574] : INFO : Epoch 159 | loss: 4.56172e-05 | val_loss: 4.80594e-05 | Time: 6196.25 ms [2020-11-10 19:34:43 main:574] : INFO : Epoch 160 | loss: 4.54831e-05 | val_loss: 4.70431e-05 | Time: 6219.62 ms [2020-11-10 19:34:49 main:574] : INFO : Epoch 161 | loss: 4.51144e-05 | val_loss: 4.68503e-05 | Time: 6190.3 ms [2020-11-10 19:34:55 main:574] : INFO : Epoch 162 | loss: 4.44786e-05 | val_loss: 4.66198e-05 | Time: 6027.71 ms [2020-11-10 19:35:01 main:574] : INFO : Epoch 163 | loss: 4.45901e-05 | val_loss: 4.63351e-05 | Time: 6216.57 ms [2020-11-10 19:35:08 main:574] : INFO : Epoch 164 | loss: 4.46479e-05 | val_loss: 4.66272e-05 | Time: 6194.79 ms [2020-11-10 19:35:14 main:574] : INFO : Epoch 165 | loss: 4.41433e-05 | val_loss: 5.07645e-05 | Time: 6259.77 ms [2020-11-10 19:35:20 main:574] : INFO : Epoch 166 | loss: 4.45099e-05 | val_loss: 4.91118e-05 | Time: 6295.22 ms [2020-11-10 19:35:27 main:574] : INFO : Epoch 167 | loss: 4.42956e-05 | val_loss: 4.60082e-05 | Time: 6220.49 ms [2020-11-10 19:35:33 main:574] : INFO : Epoch 168 | loss: 4.39511e-05 | val_loss: 4.63629e-05 | Time: 6082.74 ms [2020-11-10 19:35:39 main:574] : INFO : Epoch 169 | loss: 4.46989e-05 | val_loss: 4.58623e-05 | Time: 6131.47 ms [2020-11-10 19:35:45 main:574] : INFO : Epoch 170 | loss: 4.34578e-05 | val_loss: 4.45956e-05 | Time: 6183.69 ms [2020-11-10 19:35:51 main:574] : INFO : Epoch 171 | loss: 4.33952e-05 | val_loss: 4.738e-05 | Time: 6261.42 ms [2020-11-10 19:35:58 main:574] : INFO : Epoch 172 | loss: 4.32436e-05 | val_loss: 4.40271e-05 | Time: 6031.39 ms [2020-11-10 19:36:04 main:574] : INFO : Epoch 173 | loss: 4.25379e-05 | val_loss: 4.42147e-05 | Time: 6351.9 ms [2020-11-10 19:36:10 main:574] : INFO : Epoch 174 | loss: 4.2963e-05 | val_loss: 4.87777e-05 | Time: 6173.15 ms [2020-11-10 19:36:16 main:574] : INFO : Epoch 175 | loss: 4.30178e-05 | val_loss: 4.41591e-05 | Time: 5981.96 ms [2020-11-10 19:36:22 main:574] : INFO : Epoch 176 | loss: 4.29752e-05 | val_loss: 4.52481e-05 | Time: 6142.92 ms [2020-11-10 19:36:29 main:574] : INFO : Epoch 177 | loss: 4.19446e-05 | val_loss: 4.39395e-05 | Time: 6176.79 ms [2020-11-10 19:36:35 main:574] : INFO : Epoch 178 | loss: 4.20398e-05 | val_loss: 4.33891e-05 | Time: 6230.2 ms [2020-11-10 19:36:41 main:574] : INFO : Epoch 179 | loss: 4.13045e-05 | val_loss: 4.31716e-05 | Time: 6125.25 ms [2020-11-10 19:36:47 main:574] : INFO : Epoch 180 | loss: 4.13265e-05 | val_loss: 4.256e-05 | Time: 6191.67 ms [2020-11-10 19:36:54 main:574] : INFO : Epoch 181 | loss: 4.10783e-05 | val_loss: 4.261e-05 | Time: 6191.26 ms [2020-11-10 19:37:00 main:574] : INFO : Epoch 182 | loss: 4.20453e-05 | val_loss: 4.28417e-05 | Time: 6260.43 ms [2020-11-10 19:37:06 main:574] : INFO : Epoch 183 | loss: 4.55189e-05 | val_loss: 4.64502e-05 | Time: 6055.12 ms [2020-11-10 19:37:12 main:574] : INFO : Epoch 184 | loss: 4.23608e-05 | val_loss: 4.19045e-05 | Time: 6036.25 ms [2020-11-10 19:37:18 main:574] : INFO : Epoch 185 | loss: 4.01572e-05 | val_loss: 4.10603e-05 | Time: 6242.53 ms [2020-11-10 19:37:25 main:574] : INFO : Epoch 186 | loss: 3.9785e-05 | val_loss: 4.2152e-05 | Time: 6291.74 ms [2020-11-10 19:37:31 main:574] : INFO : Epoch 187 | loss: 3.99292e-05 | val_loss: 4.13161e-05 | Time: 6248.43 ms [2020-11-10 19:37:37 main:574] : INFO : Epoch 188 | loss: 4.02812e-05 | val_loss: 4.24711e-05 | Time: 6066.05 ms [2020-11-10 19:37:43 main:574] : INFO : Epoch 189 | loss: 3.95053e-05 | val_loss: 4.29147e-05 | Time: 5949.34 ms [2020-11-10 19:37:49 main:574] : INFO : Epoch 190 | loss: 3.95877e-05 | val_loss: 4.16013e-05 | Time: 5979.2 ms [2020-11-10 19:37:55 main:574] : INFO : Epoch 191 | loss: 3.96243e-05 | val_loss: 4.28588e-05 | Time: 6183.62 ms [2020-11-10 19:38:02 main:574] : INFO : Epoch 192 | loss: 3.99667e-05 | val_loss: 4.23228e-05 | Time: 6187.77 ms [2020-11-10 19:38:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.23228e-05 [2020-11-10 19:38:02 main:603] : INFO : Saving end state to config to file [2020-11-10 19:38:02 main:608] : INFO : Success, exiting.. 19:38:02 (10876): 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)