Task 8548781
| Name | ParityModified-1634619053-366-3_0 |
| Workunit | 6044570 |
| Created | 31 Oct 2021, 23:28:58 UTC |
| Sent | 1 Nov 2021, 16:21:34 UTC |
| Report deadline | 8 Nov 2021, 16:21:34 UTC |
| Received | 14 Nov 2021, 23:20:12 UTC |
| Server state | Over |
| Outcome | Computation error |
| Client state | Aborted by user |
| Exit status | 203 (0x000000CB) EXIT_ABORTED_VIA_GUI |
| Computer ID | 16174 |
| Run time | 39 min |
| CPU time | 38 min 50 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 8,245.48 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.97 GB |
| Peak swap size | 4.75 GB |
| Peak disk usage | 1.53 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <message> aborted by user</message> <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 3060 Ti) [2021-11-04 19:51:12 main:435] : INFO : Set logging level to 1 [2021-11-04 19:51:12 main:441] : INFO : Running in BOINC Client mode [2021-11-04 19:51:12 main:444] : INFO : Resolving all filenames [2021-11-04 19:51:12 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-04 19:51:12 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634619053-366-3_0_r237162608_1 (exists = 0) [2021-11-04 19:51:12 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634619053-366-3_0_r237162608_0 (exists = 0) [2021-11-04 19:51:12 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1634619053-366-3 (exists = 1) [2021-11-04 19:51:12 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2021-11-04 19:51:12 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-04 19:51:12 main:474] : INFO : Configuration: [2021-11-04 19:51:12 main:475] : INFO : Model type: GRU [2021-11-04 19:51:12 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-04 19:51:12 main:477] : INFO : Max Epochs: 2048 [2021-11-04 19:51:12 main:478] : INFO : Batch Size: 128 [2021-11-04 19:51:12 main:479] : INFO : Learning Rate: 0.01 [2021-11-04 19:51:12 main:480] : INFO : Patience: 10 [2021-11-04 19:51:12 main:481] : INFO : Hidden Width: 12 [2021-11-04 19:51:12 main:482] : INFO : # Recurrent Layers: 4 [2021-11-04 19:51:12 main:483] : INFO : # Backend Layers: 4 [2021-11-04 19:51:12 main:484] : INFO : # Threads: 1 [2021-11-04 19:51:12 main:486] : INFO : Preparing Dataset [2021-11-04 19:51:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-04 19:51:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-04 20:10:42 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-04 20:10:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-04 20:10:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-04 20:10:42 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-04 20:10:42 main:494] : INFO : Creating Model [2021-11-04 20:10:42 main:507] : INFO : Preparing config file [2021-11-04 20:10:42 main:519] : INFO : Creating new config file [2021-11-04 20:10:42 main:538] : INFO : This is a continuation WU, loading previous network [2021-11-04 20:25:27 main:559] : INFO : Loading DataLoader into Memory [2021-11-04 20:25:27 main:562] : INFO : Starting Training [2021-11-04 20:26:49 main:574] : INFO : Epoch 1 | loss: 0.0317912 | val_loss: 0.0313212 | Time: 82479.5 ms [2021-11-04 20:26:51 main:574] : INFO : Epoch 2 | loss: 0.0312803 | val_loss: 0.031254 | Time: 1194.75 ms [2021-11-04 20:26:52 main:574] : INFO : Epoch 3 | loss: 0.0312481 | val_loss: 0.0312454 | Time: 1125.76 ms [2021-11-04 20:26:53 main:574] : INFO : Epoch 4 | loss: 0.0312396 | val_loss: 0.0312386 | Time: 1121.91 ms [2021-11-04 20:26:54 main:574] : INFO : Epoch 5 | loss: 0.0312371 | val_loss: 0.0312338 | Time: 1161.79 ms [2021-11-04 20:26:55 main:574] : INFO : Epoch 6 | loss: 0.0312326 | val_loss: 0.0312257 | Time: 1173.97 ms [2021-11-04 20:26:57 main:574] : INFO : Epoch 7 | loss: 0.0312267 | val_loss: 0.0312222 | Time: 1230.8 ms [2021-11-04 20:26:58 main:574] : INFO : Epoch 8 | loss: 0.0312243 | val_loss: 0.031237 | Time: 1271.54 ms [2021-11-04 20:26:59 main:574] : INFO : Epoch 9 | loss: 0.0312331 | val_loss: 0.0312253 | Time: 1239.82 ms [2021-11-04 20:27:00 main:574] : INFO : Epoch 10 | loss: 0.0312271 | val_loss: 0.0312227 | Time: 1209.47 ms [2021-11-04 20:27:01 main:574] : INFO : Epoch 11 | loss: 0.0312271 | val_loss: 0.0312269 | Time: 1223.13 ms [2021-11-04 20:27:03 main:574] : INFO : Epoch 12 | loss: 0.0312257 | val_loss: 0.0312213 | Time: 1234.48 ms [2021-11-04 20:27:04 main:574] : INFO : Epoch 13 | loss: 0.0312283 | val_loss: 0.0312209 | Time: 1236.07 ms [2021-11-04 20:27:05 main:574] : INFO : Epoch 14 | loss: 0.0312321 | val_loss: 0.0312246 | Time: 1217.5 ms [2021-11-04 20:27:06 main:574] : INFO : Epoch 15 | loss: 0.0312249 | val_loss: 0.0312229 | Time: 1201.09 ms [2021-11-04 20:27:08 main:574] : INFO : Epoch 16 | loss: 0.0312239 | val_loss: 0.0312236 | Time: 1175.82 ms [2021-11-04 20:27:09 main:574] : INFO : Epoch 17 | loss: 0.0312256 | val_loss: 0.0312199 | Time: 1265.65 ms [2021-11-04 20:27:10 main:574] : INFO : Epoch 18 | loss: 0.0312236 | val_loss: 0.0312224 | Time: 1205.46 ms [2021-11-04 20:27:11 main:574] : INFO : Epoch 19 | loss: 0.0312276 | val_loss: 0.0312205 | Time: 1240.78 ms [2021-11-04 20:27:12 main:574] : INFO : Epoch 20 | loss: 0.0312349 | val_loss: 0.0312218 | Time: 1200.91 ms [2021-11-04 20:27:14 main:574] : INFO : Epoch 21 | loss: 0.031225 | val_loss: 0.0312272 | Time: 1199.72 ms [2021-11-04 20:27:15 main:574] : INFO : Epoch 22 | loss: 0.0312276 | val_loss: 0.0312288 | Time: 1203.74 ms [2021-11-04 20:27:16 main:574] : INFO : Epoch 23 | loss: 0.031226 | val_loss: 0.0312203 | Time: 1187.78 ms [2021-11-04 20:27:17 main:574] : INFO : Epoch 24 | loss: 0.0312269 | val_loss: 0.0312293 | Time: 1211.1 ms [2021-11-04 20:27:18 main:574] : INFO : Epoch 25 | loss: 0.0312252 | val_loss: 0.0312204 | Time: 1163.33 ms [2021-11-04 20:27:20 main:574] : INFO : Epoch 26 | loss: 0.0312216 | val_loss: 0.0312224 | Time: 1212.35 ms [2021-11-04 20:27:21 main:574] : INFO : Epoch 27 | loss: 0.031224 | val_loss: 0.0312249 | Time: 1229.66 ms [2021-11-04 20:27:22 main:574] : INFO : Epoch 28 | loss: 0.0312332 | val_loss: 0.0312243 | Time: 1203.26 ms [2021-11-04 20:27:23 main:574] : INFO : Epoch 29 | loss: 0.0312288 | val_loss: 0.0312208 | Time: 1203.2 ms [2021-11-04 20:27:25 main:574] : INFO : Epoch 30 | loss: 0.0312246 | val_loss: 0.0312197 | Time: 1207.27 ms [2021-11-04 20:27:26 main:574] : INFO : Epoch 31 | loss: 0.031226 | val_loss: 0.0312192 | Time: 1201.44 ms [2021-11-04 20:27:27 main:574] : INFO : Epoch 32 | loss: 0.0312243 | val_loss: 0.031219 | Time: 1250.93 ms [2021-11-04 20:27:28 main:574] : INFO : Epoch 33 | loss: 0.0312224 | val_loss: 0.0312187 | Time: 1224.57 ms [2021-11-04 20:27:29 main:574] : INFO : Epoch 34 | loss: 0.0312236 | val_loss: 0.0312255 | Time: 1225.91 ms [2021-11-04 20:27:31 main:574] : INFO : Epoch 35 | loss: 0.0312263 | val_loss: 0.0312239 | Time: 1207.24 ms [2021-11-04 20:27:32 main:574] : INFO : Epoch 36 | loss: 0.0312241 | val_loss: 0.0312256 | Time: 1158.21 ms [2021-11-04 20:27:33 main:574] : INFO : Epoch 37 | loss: 0.0312245 | val_loss: 0.0312219 | Time: 1260.6 ms [2021-11-04 20:27:34 main:574] : INFO : Epoch 38 | loss: 0.0312329 | val_loss: 0.0312256 | Time: 1190.46 ms [2021-11-04 20:27:35 main:574] : INFO : Epoch 39 | loss: 0.0312275 | val_loss: 0.0312276 | Time: 1166.08 ms [2021-11-04 20:27:37 main:574] : INFO : Epoch 40 | loss: 0.0312253 | val_loss: 0.0312189 | Time: 1232.34 ms [2021-11-04 20:27:38 main:574] : INFO : Epoch 41 | loss: 0.0312216 | val_loss: 0.031219 | Time: 1276.52 ms [2021-11-04 20:27:39 main:574] : INFO : Epoch 42 | loss: 0.0312207 | val_loss: 0.0312184 | Time: 1298.88 ms [2021-11-04 20:27:40 main:574] : INFO : Epoch 43 | loss: 0.0312221 | val_loss: 0.03122 | Time: 1210.91 ms [2021-11-04 20:27:42 main:574] : INFO : Epoch 44 | loss: 0.0312217 | val_loss: 0.0312199 | Time: 1213.57 ms [2021-11-04 20:27:43 main:574] : INFO : Epoch 45 | loss: 0.0312212 | val_loss: 0.0312201 | Time: 1249.9 ms [2021-11-04 20:27:44 main:574] : INFO : Epoch 46 | loss: 0.0312249 | val_loss: 0.0312221 | Time: 1277.82 ms [2021-11-04 20:27:45 main:574] : INFO : Epoch 47 | loss: 0.031223 | val_loss: 0.0312198 | Time: 1236.47 ms [2021-11-04 20:27:47 main:574] : INFO : Epoch 48 | loss: 0.0312212 | val_loss: 0.0312183 | Time: 1210.35 ms [2021-11-04 20:27:48 main:574] : INFO : Epoch 49 | loss: 0.0312212 | val_loss: 0.0312205 | Time: 1258.13 ms [2021-11-04 20:27:49 main:574] : INFO : Epoch 50 | loss: 0.0312217 | val_loss: 0.0312197 | Time: 1252.31 ms [2021-11-04 20:27:50 main:574] : INFO : Epoch 51 | loss: 0.0312222 | val_loss: 0.0312193 | Time: 1248.45 ms [2021-11-04 20:27:52 main:574] : INFO : Epoch 52 | loss: 0.0312213 | val_loss: 0.0312199 | Time: 1263.82 ms [2021-11-04 20:27:53 main:574] : INFO : Epoch 53 | loss: 0.0312208 | val_loss: 0.031219 | Time: 1238.59 ms [2021-11-04 20:27:54 main:574] : INFO : Epoch 54 | loss: 0.031222 | val_loss: 0.0312181 | Time: 1188.83 ms [2021-11-04 20:27:55 main:574] : INFO : Epoch 55 | loss: 0.0312232 | val_loss: 0.0312218 | Time: 1170.21 ms [2021-11-04 20:27:57 main:574] : INFO : Epoch 56 | loss: 0.0312243 | val_loss: 0.0312232 | Time: 1190.8 ms [2021-11-04 20:27:58 main:574] : INFO : Epoch 57 | loss: 0.0312234 | val_loss: 0.0312207 | Time: 1179.48 ms [2021-11-04 20:27:59 main:574] : INFO : Epoch 58 | loss: 0.0312227 | val_loss: 0.0312193 | Time: 1210.03 ms [2021-11-04 20:28:00 main:574] : INFO : Epoch 59 | loss: 0.0312254 | val_loss: 0.0312189 | Time: 1201.34 ms [2021-11-04 20:28:01 main:574] : INFO : Epoch 60 | loss: 0.0312233 | val_loss: 0.0312207 | Time: 1192.5 ms [2021-11-04 20:28:03 main:574] : INFO : Epoch 61 | loss: 0.0312221 | val_loss: 0.0312189 | Time: 1280.77 ms [2021-11-04 20:28:04 main:574] : INFO : Epoch 62 | loss: 0.0312222 | val_loss: 0.0312205 | Time: 1308.13 ms [2021-11-04 20:28:05 main:574] : INFO : Epoch 63 | loss: 0.0312215 | val_loss: 0.0312182 | Time: 1241.76 ms [2021-11-04 20:28:06 main:574] : INFO : Epoch 64 | loss: 0.0312211 | val_loss: 0.0312186 | Time: 1292.68 ms [2021-11-04 20:28:08 main:574] : INFO : Epoch 65 | loss: 0.0312206 | val_loss: 0.0312184 | Time: 1212.28 ms [2021-11-04 20:28:09 main:574] : INFO : Epoch 66 | loss: 0.0312222 | val_loss: 0.031222 | Time: 1269.49 ms [2021-11-04 20:28:10 main:574] : INFO : Epoch 67 | loss: 0.0312247 | val_loss: 0.0312223 | Time: 1261.03 ms [2021-11-04 20:28:11 main:574] : INFO : Epoch 68 | loss: 0.0312242 | val_loss: 0.0312205 | Time: 1231.79 ms [2021-11-04 20:28:13 main:574] : INFO : Epoch 69 | loss: 0.031224 | val_loss: 0.031227 | Time: 1260.54 ms [2021-11-04 20:28:14 main:574] : INFO : Epoch 70 | loss: 0.0312271 | val_loss: 0.0312224 | Time: 1205.01 ms [2021-11-04 20:28:15 main:574] : INFO : Epoch 71 | loss: 0.0312256 | val_loss: 0.0312226 | Time: 1189.74 ms [2021-11-04 20:28:16 main:574] : INFO : Epoch 72 | loss: 0.0312225 | val_loss: 0.0312207 | Time: 1160.81 ms [2021-11-04 20:28:18 main:574] : INFO : Epoch 73 | loss: 0.0312207 | val_loss: 0.0312228 | Time: 1252.11 ms [2021-11-04 20:28:19 main:574] : INFO : Epoch 74 | loss: 0.0312215 | val_loss: 0.0312185 | Time: 1231.78 ms [2021-11-04 20:28:20 main:574] : INFO : Epoch 75 | loss: 0.0312205 | val_loss: 0.0312189 | Time: 1232.63 ms [2021-11-04 20:28:21 main:574] : INFO : Epoch 76 | loss: 0.0312206 | val_loss: 0.0312201 | Time: 1252.51 ms [2021-11-04 20:28:22 main:574] : INFO : Epoch 77 | loss: 0.0312215 | val_loss: 0.0312176 | Time: 1219.77 ms [2021-11-04 20:28:24 main:574] : INFO : Epoch 78 | loss: 0.0312222 | val_loss: 0.0312221 | Time: 1222.58 ms [2021-11-04 20:28:25 main:574] : INFO : Epoch 79 | loss: 0.031223 | val_loss: 0.031218 | Time: 1213.94 ms [2021-11-04 20:28:26 main:574] : INFO : Epoch 80 | loss: 0.0312217 | val_loss: 0.0312217 | Time: 1217.56 ms [2021-11-04 20:28:27 main:574] : INFO : Epoch 81 | loss: 0.0312212 | val_loss: 0.0312182 | Time: 1244.27 ms [2021-11-04 20:28:29 main:574] : INFO : Epoch 82 | loss: 0.0312206 | val_loss: 0.0312188 | Time: 1244.89 ms [2021-11-04 20:28:30 main:574] : INFO : Epoch 83 | loss: 0.0312204 | val_loss: 0.0312178 | Time: 1242.76 ms [2021-11-04 20:28:31 main:574] : INFO : Epoch 84 | loss: 0.031222 | val_loss: 0.0312244 | Time: 1178.94 ms [2021-11-04 20:28:32 main:574] : INFO : Epoch 85 | loss: 0.031224 | val_loss: 0.0312181 | Time: 1237.31 ms [2021-11-04 20:28:34 main:574] : INFO : Epoch 86 | loss: 0.0312219 | val_loss: 0.0312194 | Time: 1256.45 ms [2021-11-04 20:28:35 main:574] : INFO : Epoch 87 | loss: 0.0312213 | val_loss: 0.0312182 | Time: 1220.81 ms [2021-11-04 20:28:36 main:574] : INFO : Epoch 88 | loss: 0.0312235 | val_loss: 0.0312185 | Time: 1202.28 ms [2021-11-04 20:28:37 main:574] : INFO : Epoch 89 | loss: 0.0312208 | val_loss: 0.0312189 | Time: 1239.1 ms [2021-11-04 20:28:38 main:574] : INFO : Epoch 90 | loss: 0.0312222 | val_loss: 0.0312189 | Time: 1225.55 ms [2021-11-04 20:28:40 main:574] : INFO : Epoch 91 | loss: 0.0312232 | val_loss: 0.0312196 | Time: 1236.99 ms [2021-11-04 20:28:41 main:574] : INFO : Epoch 92 | loss: 0.0312231 | val_loss: 0.0312191 | Time: 1207.47 ms [2021-11-04 20:28:42 main:574] : INFO : Epoch 93 | loss: 0.0312216 | val_loss: 0.0312181 | Time: 1240.08 ms [2021-11-04 20:28:43 main:574] : INFO : Epoch 94 | loss: 0.0312222 | val_loss: 0.0312181 | Time: 1231.98 ms [2021-11-04 20:28:45 main:574] : INFO : Epoch 95 | loss: 0.0312244 | val_loss: 0.0312184 | Time: 1262.68 ms [2021-11-04 20:28:46 main:574] : INFO : Epoch 96 | loss: 0.031221 | val_loss: 0.0312191 | Time: 1242.21 ms [2021-11-04 20:28:47 main:574] : INFO : Epoch 97 | loss: 0.031221 | val_loss: 0.0312185 | Time: 1219.32 ms [2021-11-04 20:28:48 main:574] : INFO : Epoch 98 | loss: 0.0312204 | val_loss: 0.0312191 | Time: 1268.73 ms [2021-11-04 20:28:50 main:574] : INFO : Epoch 99 | loss: 0.0312217 | val_loss: 0.0312175 | Time: 1173.66 ms [2021-11-04 20:28:51 main:574] : INFO : Epoch 100 | loss: 0.0312205 | val_loss: 0.0312184 | Time: 1233.84 ms [2021-11-04 20:28:52 main:574] : INFO : Epoch 101 | loss: 0.0312217 | val_loss: 0.0312193 | Time: 1388.43 ms [2021-11-04 20:28:53 main:574] : INFO : Epoch 102 | loss: 0.0312214 | val_loss: 0.0312186 | Time: 1282.26 ms [2021-11-04 20:28:55 main:574] : INFO : Epoch 103 | loss: 0.0312208 | val_loss: 0.0312184 | Time: 1226.4 ms [2021-11-04 20:28:56 main:574] : INFO : Epoch 104 | loss: 0.0312203 | val_loss: 0.0312185 | Time: 1187.41 ms [2021-11-04 20:28:57 main:574] : INFO : Epoch 105 | loss: 0.0312224 | val_loss: 0.0312208 | Time: 1241.09 ms [2021-11-04 20:28:58 main:574] : INFO : Epoch 106 | loss: 0.0312224 | val_loss: 0.0312213 | Time: 1213.78 ms [2021-11-04 20:29:00 main:574] : INFO : Epoch 107 | loss: 0.0312215 | val_loss: 0.0312224 | Time: 1214.33 ms [2021-11-04 20:29:01 main:574] : INFO : Epoch 108 | loss: 0.0312229 | val_loss: 0.0312179 | Time: 1222.58 ms [2021-11-04 20:29:02 main:574] : INFO : Epoch 109 | loss: 0.031221 | val_loss: 0.0312252 | Time: 1228.41 ms [2021-11-04 20:29:03 main:574] : INFO : Epoch 110 | loss: 0.0312228 | val_loss: 0.0312187 | Time: 1183.58 ms [2021-11-04 20:29:04 main:574] : INFO : Epoch 111 | loss: 0.0312214 | val_loss: 0.031218 | Time: 1221.17 ms [2021-11-04 20:29:06 main:574] : INFO : Epoch 112 | loss: 0.0312217 | val_loss: 0.0312185 | Time: 1186.61 ms [2021-11-04 20:29:07 main:574] : INFO : Epoch 113 | loss: 0.0312211 | val_loss: 0.0312207 | Time: 1241.11 ms [2021-11-04 20:29:08 main:574] : INFO : Epoch 114 | loss: 0.0312219 | val_loss: 0.0312233 | Time: 1265.65 ms [2021-11-04 20:29:09 main:574] : INFO : Epoch 115 | loss: 0.031222 | val_loss: 0.0312179 | Time: 1301.59 ms [2021-11-04 20:29:11 main:574] : INFO : Epoch 116 | loss: 0.0312218 | val_loss: 0.0312188 | Time: 1280.7 ms [2021-11-04 20:29:12 main:574] : INFO : Epoch 117 | loss: 0.0312218 | val_loss: 0.0312183 | Time: 1169.82 ms [2021-11-04 20:29:13 main:574] : INFO : Epoch 118 | loss: 0.0312208 | val_loss: 0.0312193 | Time: 1144.25 ms [2021-11-04 20:29:14 main:574] : INFO : Epoch 119 | loss: 0.0312211 | val_loss: 0.0312183 | Time: 1249.16 ms [2021-11-04 20:29:15 main:574] : INFO : Epoch 120 | loss: 0.0312217 | val_loss: 0.0312231 | Time: 1198.6 ms [2021-11-04 20:29:17 main:574] : INFO : Epoch 121 | loss: 0.0312217 | val_loss: 0.0312189 | Time: 1175.62 ms [2021-11-04 20:29:18 main:574] : INFO : Epoch 122 | loss: 0.0312216 | val_loss: 0.0312215 | Time: 1236.88 ms [2021-11-04 20:29:19 main:574] : INFO : Epoch 123 | loss: 0.0312225 | val_loss: 0.031219 | Time: 1246.84 ms [2021-11-04 20:29:20 main:574] : INFO : Epoch 124 | loss: 0.0312227 | val_loss: 0.0312217 | Time: 1262.86 ms [2021-11-04 20:29:22 main:574] : INFO : Epoch 125 | loss: 0.0312222 | val_loss: 0.0312183 | Time: 1269.69 ms [2021-11-04 20:29:23 main:574] : INFO : Epoch 126 | loss: 0.0312207 | val_loss: 0.0312223 | Time: 1181.77 ms [2021-11-04 20:29:24 main:574] : INFO : Epoch 127 | loss: 0.0312231 | val_loss: 0.0312182 | Time: 1191.94 ms [2021-11-04 20:29:25 main:574] : INFO : Epoch 128 | loss: 0.0312223 | val_loss: 0.0312198 | Time: 1194.62 ms [2021-11-04 20:29:26 main:574] : INFO : Epoch 129 | loss: 0.0312219 | val_loss: 0.0312192 | Time: 1197.52 ms [2021-11-04 20:29:28 main:574] : INFO : Epoch 130 | loss: 0.0312216 | val_loss: 0.0312182 | Time: 1179.14 ms [2021-11-04 20:29:29 main:574] : INFO : Epoch 131 | loss: 0.0312209 | val_loss: 0.0312206 | Time: 1213.33 ms [2021-11-04 20:29:30 main:574] : INFO : Epoch 132 | loss: 0.0312228 | val_loss: 0.0312196 | Time: 1221.53 ms [2021-11-04 20:29:31 main:574] : INFO : Epoch 133 | loss: 0.0312242 | val_loss: 0.0312183 | Time: 1216.31 ms [2021-11-04 20:29:33 main:574] : INFO : Epoch 134 | loss: 0.0312222 | val_loss: 0.0312188 | Time: 1255.8 ms [2021-11-04 20:29:34 main:574] : INFO : Epoch 135 | loss: 0.0312226 | val_loss: 0.0312185 | Time: 1131.54 ms [2021-11-04 20:29:35 main:574] : INFO : Epoch 136 | loss: 0.0312214 | val_loss: 0.0312195 | Time: 1269.97 ms [2021-11-04 20:29:36 main:574] : INFO : Epoch 137 | loss: 0.0312221 | val_loss: 0.0312231 | Time: 1200.21 ms [2021-11-04 20:29:37 main:574] : INFO : Epoch 138 | loss: 0.0312236 | val_loss: 0.0312181 | Time: 1236.17 ms [2021-11-04 20:29:39 main:574] : INFO : Epoch 139 | loss: 0.0312217 | val_loss: 0.0312181 | Time: 1171.58 ms [2021-11-04 20:29:40 main:574] : INFO : Epoch 140 | loss: 0.0312219 | val_loss: 0.0312215 | Time: 1198.19 ms [2021-11-04 20:29:41 main:574] : INFO : Epoch 141 | loss: 0.0312211 | val_loss: 0.0312193 | Time: 1240.94 ms [2021-11-04 20:29:42 main:574] : INFO : Epoch 142 | loss: 0.0312223 | val_loss: 0.0312224 | Time: 1236.56 ms [2021-11-04 20:29:44 main:574] : INFO : Epoch 143 | loss: 0.0312226 | val_loss: 0.03122 | Time: 1218.25 ms [2021-11-04 20:29:45 main:574] : INFO : Epoch 144 | loss: 0.0312216 | val_loss: 0.0312195 | Time: 1205.13 ms [2021-11-04 20:29:46 main:574] : INFO : Epoch 145 | loss: 0.0312215 | val_loss: 0.0312198 | Time: 1195.38 ms [2021-11-04 20:29:47 main:574] : INFO : Epoch 146 | loss: 0.0312209 | val_loss: 0.0312196 | Time: 1247.93 ms [2021-11-04 20:29:48 main:574] : INFO : Epoch 147 | loss: 0.0312227 | val_loss: 0.0312178 | Time: 1248.5 ms [2021-11-04 20:29:50 main:574] : INFO : Epoch 148 | loss: 0.0312222 | val_loss: 0.0312181 | Time: 1241.96 ms [2021-11-04 20:29:51 main:574] : INFO : Epoch 149 | loss: 0.0312239 | val_loss: 0.031224 | Time: 1161.83 ms [2021-11-04 20:29:52 main:574] : INFO : Epoch 150 | loss: 0.0312231 | val_loss: 0.0312232 | Time: 1197.91 ms [2021-11-04 20:29:53 main:574] : INFO : Epoch 151 | loss: 0.0312231 | val_loss: 0.0312191 | Time: 1302.86 ms [2021-11-04 20:29:55 main:574] : INFO : Epoch 152 | loss: 0.0312233 | val_loss: 0.0312219 | Time: 1241.88 ms [2021-11-04 20:29:56 main:574] : INFO : Epoch 153 | loss: 0.0312224 | val_loss: 0.0312216 | Time: 1213.93 ms [2021-11-04 20:29:57 main:574] : INFO : Epoch 154 | loss: 0.031221 | val_loss: 0.0312203 | Time: 1172.8 ms [2021-11-04 20:29:58 main:574] : INFO : Epoch 155 | loss: 0.0312212 | val_loss: 0.0312182 | Time: 1226.39 ms [2021-11-04 20:29:59 main:574] : INFO : Epoch 156 | loss: 0.0312224 | val_loss: 0.0312194 | Time: 1201.99 ms [2021-11-04 20:30:01 main:574] : INFO : Epoch 157 | loss: 0.0312242 | val_loss: 0.031219 | Time: 1171.08 ms [2021-11-04 20:30:02 main:574] : INFO : Epoch 158 | loss: 0.0312211 | val_loss: 0.0312179 | Time: 1246.55 ms [2021-11-04 20:30:03 main:574] : INFO : Epoch 159 | loss: 0.0312202 | val_loss: 0.0312184 | Time: 1188.25 ms [2021-11-04 20:30:04 main:574] : INFO : Epoch 160 | loss: 0.031223 | val_loss: 0.031218 | Time: 1210.38 ms [2021-11-04 20:30:06 main:574] : INFO : Epoch 161 | loss: 0.0312223 | val_loss: 0.0312203 | Time: 1298.39 ms [2021-11-04 20:30:07 main:574] : INFO : Epoch 162 | loss: 0.0312221 | val_loss: 0.0312215 | Time: 1199.07 ms [2021-11-04 20:30:08 main:574] : INFO : Epoch 163 | loss: 0.0312211 | val_loss: 0.0312176 | Time: 1190.66 ms [2021-11-04 20:30:09 main:574] : INFO : Epoch 164 | loss: 0.0312214 | val_loss: 0.0312182 | Time: 1247.96 ms [2021-11-04 20:30:10 main:574] : INFO : Epoch 165 | loss: 0.0312214 | val_loss: 0.0312181 | Time: 1266.99 ms [2021-11-04 20:30:12 main:574] : INFO : Epoch 166 | loss: 0.031222 | val_loss: 0.0312198 | Time: 1249.37 ms [2021-11-04 20:30:13 main:574] : INFO : Epoch 167 | loss: 0.0312219 | val_loss: 0.0312203 | Time: 1237.11 ms [2021-11-04 20:30:14 main:574] : INFO : Epoch 168 | loss: 0.0312212 | val_loss: 0.0312183 | Time: 1184.63 ms [2021-11-04 20:30:15 main:574] : INFO : Epoch 169 | loss: 0.0312209 | val_loss: 0.0312192 | Time: 1250.72 ms [2021-11-04 20:30:17 main:574] : INFO : Epoch 170 | loss: 0.031221 | val_loss: 0.0312187 | Time: 1239.61 ms [2021-11-04 20:30:18 main:574] : INFO : Epoch 171 | loss: 0.0312214 | val_loss: 0.0312201 | Time: 1244.99 ms [2021-11-04 20:30:19 main:574] : INFO : Epoch 172 | loss: 0.0312211 | val_loss: 0.0312201 | Time: 1255.05 ms [2021-11-04 20:30:20 main:574] : INFO : Epoch 173 | loss: 0.0312217 | val_loss: 0.0312196 | Time: 1244.9 ms [2021-11-04 20:30:22 main:574] : INFO : Epoch 174 | loss: 0.0312225 | val_loss: 0.0312181 | Time: 1211.69 ms [2021-11-04 20:30:23 main:574] : INFO : Epoch 175 | loss: 0.0312239 | val_loss: 0.0312199 | Time: 1251.75 ms [2021-11-04 20:30:24 main:574] : INFO : Epoch 176 | loss: 0.0312238 | val_loss: 0.031222 | Time: 1263.23 ms [2021-11-04 20:30:25 main:574] : INFO : Epoch 177 | loss: 0.0312239 | val_loss: 0.0312251 | Time: 1180.79 ms [2021-11-04 20:30:27 main:574] : INFO : Epoch 178 | loss: 0.031224 | val_loss: 0.0312243 | Time: 1231.86 ms [2021-11-04 20:30:28 main:574] : INFO : Epoch 179 | loss: 0.0312224 | val_loss: 0.0312192 | Time: 1208.78 ms [2021-11-04 20:30:29 main:574] : INFO : Epoch 180 | loss: 0.0312217 | val_loss: 0.0312202 | Time: 1229.68 ms [2021-11-04 20:30:30 main:574] : INFO : Epoch 181 | loss: 0.031222 | val_loss: 0.0312182 | Time: 1228.71 ms [2021-11-04 20:30:31 main:574] : INFO : Epoch 182 | loss: 0.0312214 | val_loss: 0.0312219 | Time: 1214.4 ms [2021-11-04 20:30:33 main:574] : INFO : Epoch 183 | loss: 0.031223 | val_loss: 0.0312191 | Time: 1194.91 ms [2021-11-04 20:30:34 main:574] : INFO : Epoch 184 | loss: 0.0312219 | val_loss: 0.0312254 | Time: 1250.73 ms [2021-11-04 20:30:35 main:574] : INFO : Epoch 185 | loss: 0.0312237 | val_loss: 0.0312215 | Time: 1268.05 ms [2021-11-04 20:30:36 main:574] : INFO : Epoch 186 | loss: 0.0312206 | val_loss: 0.0312179 | Time: 1255.32 ms [2021-11-04 20:30:38 main:574] : INFO : Epoch 187 | loss: 0.0312225 | val_loss: 0.0312183 | Time: 1176.27 ms [2021-11-04 20:30:39 main:574] : INFO : Epoch 188 | loss: 0.0312226 | val_loss: 0.0312251 | Time: 1232.82 ms [2021-11-04 20:30:40 main:574] : INFO : Epoch 189 | loss: 0.0312264 | val_loss: 0.0312234 | Time: 1556.7 ms [2021-11-04 20:30:42 main:574] : INFO : Epoch 190 | loss: 0.0312251 | val_loss: 0.0312184 | Time: 1442.05 ms </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)