Task 14597658
| Name | ParityModified-1647047484-25415-3-0_0 |
| Workunit | 11618595 |
| Created | 11 Apr 2022, 21:41:38 UTC |
| Sent | 11 Apr 2022, 21:42:05 UTC |
| Report deadline | 19 Apr 2022, 21:42:05 UTC |
| Received | 14 Apr 2022, 10:11:36 UTC |
| Server state | Over |
| Outcome | Computation error |
| Client state | Aborted by user |
| Exit status | 203 (0x000000CB) EXIT_ABORTED_VIA_GUI |
| Computer ID | 3241 |
| Run time | 24 min 49 sec |
| CPU time | 24 min 39 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 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 2070 SUPER) [2022-04-11 16:56:55 main:435] : INFO : Set logging level to 1 [2022-04-11 16:56:55 main:441] : INFO : Running in BOINC Client mode [2022-04-11 16:56:55 main:444] : INFO : Resolving all filenames [2022-04-11 16:56:55 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-11 16:56:55 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 0) [2022-04-11 16:56:55 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-11 16:56:55 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-11 16:56:55 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2022-04-11 16:56:55 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-11 16:56:55 main:474] : INFO : Configuration: [2022-04-11 16:56:55 main:475] : INFO : Model type: GRU [2022-04-11 16:56:55 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-11 16:56:55 main:477] : INFO : Max Epochs: 2048 [2022-04-11 16:56:55 main:478] : INFO : Batch Size: 128 [2022-04-11 16:56:55 main:479] : INFO : Learning Rate: 0.01 [2022-04-11 16:56:55 main:480] : INFO : Patience: 10 [2022-04-11 16:56:55 main:481] : INFO : Hidden Width: 12 [2022-04-11 16:56:55 main:482] : INFO : # Recurrent Layers: 4 [2022-04-11 16:56:55 main:483] : INFO : # Backend Layers: 4 [2022-04-11 16:56:55 main:484] : INFO : # Threads: 1 [2022-04-11 16:56:55 main:486] : INFO : Preparing Dataset [2022-04-11 16:56:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-11 16:56:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-11 16:56:57 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-11 16:56:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-11 16:56:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-11 16:56:57 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-11 16:56:57 main:494] : INFO : Creating Model [2022-04-11 16:56:57 main:507] : INFO : Preparing config file [2022-04-11 16:56:57 main:519] : INFO : Creating new config file [2022-04-11 16:56:57 main:538] : INFO : This is a continuation WU, loading previous network [2022-04-11 16:56:58 main:559] : INFO : Loading DataLoader into Memory [2022-04-11 16:56:58 main:562] : INFO : Starting Training [2022-04-11 16:57:04 main:574] : INFO : Epoch 1 | loss: 0.0313727 | val_loss: 0.0312106 | Time: 5779.59 ms [2022-04-11 16:57:09 main:574] : INFO : Epoch 2 | loss: 0.0311855 | val_loss: 0.0311502 | Time: 5119.02 ms [2022-04-11 16:57:14 main:574] : INFO : Epoch 3 | loss: 0.0311357 | val_loss: 0.0311366 | Time: 5384.67 ms [2022-04-11 16:57:19 main:574] : INFO : Epoch 4 | loss: 0.0311269 | val_loss: 0.0311352 | Time: 4948.98 ms [2022-04-11 16:57:24 main:574] : INFO : Epoch 5 | loss: 0.0311266 | val_loss: 0.0311327 | Time: 5075.71 ms [2022-04-11 16:57:29 main:574] : INFO : Epoch 6 | loss: 0.0311269 | val_loss: 0.0311317 | Time: 5094.85 ms [2022-04-11 16:57:35 main:574] : INFO : Epoch 7 | loss: 0.0311233 | val_loss: 0.0311308 | Time: 5242.66 ms [2022-04-11 16:57:40 main:574] : INFO : Epoch 8 | loss: 0.0311227 | val_loss: 0.0311326 | Time: 5167.14 ms [2022-04-11 16:57:45 main:574] : INFO : Epoch 9 | loss: 0.0311228 | val_loss: 0.0311316 | Time: 5115.23 ms [2022-04-11 16:57:50 main:574] : INFO : Epoch 10 | loss: 0.0311195 | val_loss: 0.0311319 | Time: 5021.42 ms [2022-04-11 16:57:55 main:574] : INFO : Epoch 11 | loss: 0.0311193 | val_loss: 0.0311295 | Time: 5043.81 ms [2022-04-11 16:58:00 main:574] : INFO : Epoch 12 | loss: 0.031125 | val_loss: 0.0311395 | Time: 5034.01 ms [2022-04-11 16:58:05 main:574] : INFO : Epoch 13 | loss: 0.0311264 | val_loss: 0.0311385 | Time: 5030.62 ms [2022-04-11 16:58:10 main:574] : INFO : Epoch 14 | loss: 0.0311226 | val_loss: 0.0311317 | Time: 5150.1 ms [2022-04-11 16:58:15 main:574] : INFO : Epoch 15 | loss: 0.0311195 | val_loss: 0.0311296 | Time: 4945.26 ms [2022-04-11 16:58:20 main:574] : INFO : Epoch 16 | loss: 0.0311185 | val_loss: 0.0311358 | Time: 4871.72 ms [2022-04-11 16:58:25 main:574] : INFO : Epoch 17 | loss: 0.0311194 | val_loss: 0.031136 | Time: 4963.47 ms [2022-04-11 16:58:30 main:574] : INFO : Epoch 18 | loss: 0.0311227 | val_loss: 0.0311303 | Time: 5097.52 ms [2022-04-11 16:58:35 main:574] : INFO : Epoch 19 | loss: 0.0311228 | val_loss: 0.0311322 | Time: 5132.83 ms [2022-04-11 16:58:40 main:574] : INFO : Epoch 20 | loss: 0.0311202 | val_loss: 0.0311303 | Time: 4906.5 ms [2022-04-11 16:58:45 main:574] : INFO : Epoch 21 | loss: 0.0311178 | val_loss: 0.031132 | Time: 4981.99 ms [2022-04-11 16:58:50 main:574] : INFO : Epoch 22 | loss: 0.031117 | val_loss: 0.0311283 | Time: 5115.86 ms [2022-04-11 16:58:55 main:574] : INFO : Epoch 23 | loss: 0.0311172 | val_loss: 0.0311306 | Time: 4980.87 ms [2022-04-11 16:59:00 main:574] : INFO : Epoch 24 | loss: 0.0311155 | val_loss: 0.0311291 | Time: 4917.49 ms [2022-04-11 16:59:05 main:574] : INFO : Epoch 25 | loss: 0.0311165 | val_loss: 0.0311293 | Time: 4862.92 ms [2022-04-11 16:59:10 main:574] : INFO : Epoch 26 | loss: 0.0311151 | val_loss: 0.0311289 | Time: 4949.45 ms [2022-04-11 16:59:15 main:574] : INFO : Epoch 27 | loss: 0.0311133 | val_loss: 0.0311279 | Time: 4879.52 ms [2022-04-11 16:59:20 main:574] : INFO : Epoch 28 | loss: 0.0311139 | val_loss: 0.0311339 | Time: 4963.71 ms [2022-04-11 16:59:25 main:574] : INFO : Epoch 29 | loss: 0.0311128 | val_loss: 0.0311337 | Time: 4930.55 ms [2022-04-11 16:59:30 main:574] : INFO : Epoch 30 | loss: 0.031111 | val_loss: 0.0311292 | Time: 5002.8 ms [2022-04-11 16:59:35 main:574] : INFO : Epoch 31 | loss: 0.0311164 | val_loss: 0.031132 | Time: 5073.73 ms [2022-04-11 16:59:40 main:574] : INFO : Epoch 32 | loss: 0.031116 | val_loss: 0.0311304 | Time: 5029.29 ms [2022-04-11 16:59:45 main:574] : INFO : Epoch 33 | loss: 0.0311132 | val_loss: 0.031127 | Time: 5103.17 ms [2022-04-11 16:59:50 main:574] : INFO : Epoch 34 | loss: 0.0311127 | val_loss: 0.0311323 | Time: 5013.43 ms [2022-04-11 16:59:55 main:574] : INFO : Epoch 35 | loss: 0.0311107 | val_loss: 0.0311299 | Time: 5046.84 ms [2022-04-11 17:00:00 main:574] : INFO : Epoch 36 | loss: 0.0311096 | val_loss: 0.0311287 | Time: 5131.46 ms [2022-04-11 17:00:05 main:574] : INFO : Epoch 37 | loss: 0.0311093 | val_loss: 0.0311284 | Time: 5039.97 ms [2022-04-11 17:00:10 main:574] : INFO : Epoch 38 | loss: 0.0311111 | val_loss: 0.0311268 | Time: 4987.87 ms [2022-04-11 17:00:15 main:574] : INFO : Epoch 39 | loss: 0.0311109 | val_loss: 0.0311322 | Time: 5138.86 ms [2022-04-11 17:00:21 main:574] : INFO : Epoch 40 | loss: 0.0311107 | val_loss: 0.0311235 | Time: 5099.08 ms [2022-04-11 17:00:26 main:574] : INFO : Epoch 41 | loss: 0.0311079 | val_loss: 0.0311269 | Time: 5000.1 ms [2022-04-11 17:00:31 main:574] : INFO : Epoch 42 | loss: 0.0311065 | val_loss: 0.0311262 | Time: 4984.74 ms [2022-04-11 17:00:36 main:574] : INFO : Epoch 43 | loss: 0.0311131 | val_loss: 0.0311269 | Time: 5245.07 ms [2022-04-11 17:00:41 main:574] : INFO : Epoch 44 | loss: 0.0311092 | val_loss: 0.0311229 | Time: 4996.57 ms [2022-04-11 17:00:46 main:574] : INFO : Epoch 45 | loss: 0.0311098 | val_loss: 0.0311259 | Time: 4923.3 ms [2022-04-11 17:00:51 main:574] : INFO : Epoch 46 | loss: 0.0311083 | val_loss: 0.0311228 | Time: 4980.77 ms [2022-04-11 17:00:56 main:574] : INFO : Epoch 47 | loss: 0.0311073 | val_loss: 0.0311211 | Time: 5016.11 ms [2022-04-11 17:01:01 main:574] : INFO : Epoch 48 | loss: 0.0311052 | val_loss: 0.0311221 | Time: 5052.48 ms [2022-04-11 17:01:06 main:574] : INFO : Epoch 49 | loss: 0.0311047 | val_loss: 0.0311218 | Time: 5075.45 ms [2022-04-11 17:01:11 main:574] : INFO : Epoch 50 | loss: 0.0311052 | val_loss: 0.0311225 | Time: 5030.16 ms [2022-04-11 17:01:16 main:574] : INFO : Epoch 51 | loss: 0.0311049 | val_loss: 0.0311211 | Time: 4887.43 ms [2022-04-11 17:01:21 main:574] : INFO : Epoch 52 | loss: 0.0311035 | val_loss: 0.0311191 | Time: 4927.07 ms [2022-04-11 17:01:26 main:574] : INFO : Epoch 53 | loss: 0.0311026 | val_loss: 0.0311201 | Time: 5112.39 ms [2022-04-11 17:01:31 main:574] : INFO : Epoch 54 | loss: 0.031102 | val_loss: 0.0311216 | Time: 4995.71 ms [2022-04-11 17:01:36 main:574] : INFO : Epoch 55 | loss: 0.0311022 | val_loss: 0.031123 | Time: 5382.84 ms [2022-04-11 17:01:42 main:574] : INFO : Epoch 56 | loss: 0.0311021 | val_loss: 0.0311212 | Time: 5317.06 ms [2022-04-11 17:01:47 main:574] : INFO : Epoch 57 | loss: 0.0311021 | val_loss: 0.0311229 | Time: 5440.93 ms [2022-04-11 17:01:52 main:574] : INFO : Epoch 58 | loss: 0.0311014 | val_loss: 0.0311221 | Time: 5396.04 ms [2022-04-11 17:01:58 main:574] : INFO : Epoch 59 | loss: 0.0311001 | val_loss: 0.031126 | Time: 5323.6 ms [2022-04-11 17:02:03 main:574] : INFO : Epoch 60 | loss: 0.0311007 | val_loss: 0.0311209 | Time: 5022.75 ms [2022-04-11 17:02:08 main:574] : INFO : Epoch 61 | loss: 0.0310998 | val_loss: 0.0311225 | Time: 5117.8 ms [2022-04-11 17:02:13 main:574] : INFO : Epoch 62 | loss: 0.0311046 | val_loss: 0.0311357 | Time: 5249.85 ms [2022-04-11 17:02:18 main:574] : INFO : Epoch 63 | loss: 0.0311098 | val_loss: 0.0311295 | Time: 5087.86 ms [2022-04-11 17:02:24 main:574] : INFO : Epoch 64 | loss: 0.0311087 | val_loss: 0.0311259 | Time: 5270.3 ms [2022-04-11 17:02:29 main:574] : INFO : Epoch 65 | loss: 0.0311074 | val_loss: 0.0311305 | Time: 5459.33 ms [2022-04-11 17:02:34 main:574] : INFO : Epoch 66 | loss: 0.0311106 | val_loss: 0.0311289 | Time: 5284.61 ms [2022-04-11 17:02:40 main:574] : INFO : Epoch 67 | loss: 0.0311094 | val_loss: 0.0311254 | Time: 5236.84 ms [2022-04-11 17:02:45 main:574] : INFO : Epoch 68 | loss: 0.0311054 | val_loss: 0.0311217 | Time: 5496.31 ms [2022-04-11 17:02:51 main:574] : INFO : Epoch 69 | loss: 0.0311035 | val_loss: 0.0311208 | Time: 5443.87 ms [2022-04-11 17:02:56 main:574] : INFO : Epoch 70 | loss: 0.0311021 | val_loss: 0.0311269 | Time: 5490.12 ms [2022-04-11 17:03:02 main:574] : INFO : Epoch 71 | loss: 0.0311051 | val_loss: 0.0311331 | Time: 5505.39 ms [2022-04-11 17:03:07 main:574] : INFO : Epoch 72 | loss: 0.0311048 | val_loss: 0.0311255 | Time: 5356.5 ms [2022-04-11 17:03:12 main:574] : INFO : Epoch 73 | loss: 0.0311013 | val_loss: 0.0311275 | Time: 5083.73 ms [2022-04-11 17:03:17 main:574] : INFO : Epoch 74 | loss: 0.0311 | val_loss: 0.0311241 | Time: 4894.93 ms [2022-04-11 17:03:22 main:574] : INFO : Epoch 75 | loss: 0.0311007 | val_loss: 0.0311248 | Time: 4844.83 ms [2022-04-11 17:03:27 main:574] : INFO : Epoch 76 | loss: 0.0311004 | val_loss: 0.0311205 | Time: 4872.06 ms [2022-04-11 17:03:31 main:574] : INFO : Epoch 77 | loss: 0.0311007 | val_loss: 0.0311281 | Time: 4844.24 ms [2022-04-11 17:03:37 main:574] : INFO : Epoch 78 | loss: 0.0311027 | val_loss: 0.0311254 | Time: 5264.39 ms [2022-04-11 17:03:42 main:574] : INFO : Epoch 79 | loss: 0.0311088 | val_loss: 0.0311274 | Time: 4989.87 ms [2022-04-11 17:03:47 main:574] : INFO : Epoch 80 | loss: 0.0311054 | val_loss: 0.0311223 | Time: 5071.87 ms [2022-04-11 17:03:52 main:574] : INFO : Epoch 81 | loss: 0.0311018 | val_loss: 0.0311163 | Time: 4914.55 ms [2022-04-11 17:03:57 main:574] : INFO : Epoch 82 | loss: 0.0311014 | val_loss: 0.0311259 | Time: 4861.72 ms [2022-04-11 17:04:01 main:574] : INFO : Epoch 83 | loss: 0.0311113 | val_loss: 0.0311317 | Time: 4884.01 ms [2022-04-11 17:04:07 main:574] : INFO : Epoch 84 | loss: 0.0311245 | val_loss: 0.0311328 | Time: 5016.82 ms [2022-04-11 17:04:11 main:574] : INFO : Epoch 85 | loss: 0.0311187 | val_loss: 0.0311301 | Time: 4910.78 ms [2022-04-11 17:04:16 main:574] : INFO : Epoch 86 | loss: 0.0311165 | val_loss: 0.0311286 | Time: 4774.98 ms [2022-04-11 17:04:21 main:574] : INFO : Epoch 87 | loss: 0.0311138 | val_loss: 0.0311267 | Time: 5040.01 ms [2022-04-11 17:04:26 main:574] : INFO : Epoch 88 | loss: 0.0311112 | val_loss: 0.0311265 | Time: 4877.03 ms [2022-04-11 17:04:31 main:574] : INFO : Epoch 89 | loss: 0.0311097 | val_loss: 0.0311242 | Time: 4839.03 ms [2022-04-11 17:04:36 main:574] : INFO : Epoch 90 | loss: 0.0311116 | val_loss: 0.0311291 | Time: 4890.42 ms [2022-04-11 17:04:41 main:574] : INFO : Epoch 91 | loss: 0.0311142 | val_loss: 0.0311276 | Time: 4836.51 ms [2022-04-11 17:04:46 main:574] : INFO : Epoch 92 | loss: 0.0311147 | val_loss: 0.0311283 | Time: 4940.98 ms [2022-04-11 17:04:51 main:574] : INFO : Epoch 93 | loss: 0.0311149 | val_loss: 0.0311306 | Time: 4887.19 ms [2022-04-11 17:04:56 main:574] : INFO : Epoch 94 | loss: 0.0311139 | val_loss: 0.0311273 | Time: 5006.16 ms [2022-04-11 17:05:01 main:574] : INFO : Epoch 95 | loss: 0.0311114 | val_loss: 0.0311263 | Time: 5045.55 ms [2022-04-11 17:05:06 main:574] : INFO : Epoch 96 | loss: 0.0311084 | val_loss: 0.0311233 | Time: 5167.76 ms [2022-04-11 17:05:11 main:574] : INFO : Epoch 97 | loss: 0.0311092 | val_loss: 0.0311279 | Time: 5058.37 ms [2022-04-11 17:05:16 main:574] : INFO : Epoch 98 | loss: 0.0311081 | val_loss: 0.0311217 | Time: 4984.93 ms [2022-04-11 17:05:21 main:574] : INFO : Epoch 99 | loss: 0.0311065 | val_loss: 0.0311236 | Time: 4909.73 ms [2022-04-11 17:05:26 main:574] : INFO : Epoch 100 | loss: 0.031104 | val_loss: 0.0311232 | Time: 4955.14 ms [2022-04-11 17:05:31 main:574] : INFO : Epoch 101 | loss: 0.0311048 | val_loss: 0.0311284 | Time: 4987.55 ms [2022-04-11 17:05:36 main:574] : INFO : Epoch 102 | loss: 0.0311043 | val_loss: 0.0311244 | Time: 4895.91 ms [2022-04-11 17:05:41 main:574] : INFO : Epoch 103 | loss: 0.0311024 | val_loss: 0.0311189 | Time: 4940.85 ms [2022-04-11 17:05:45 main:574] : INFO : Epoch 104 | loss: 0.0311002 | val_loss: 0.0311209 | Time: 4912.46 ms [2022-04-11 17:05:50 main:574] : INFO : Epoch 105 | loss: 0.031103 | val_loss: 0.0311203 | Time: 4969.42 ms [2022-04-11 17:05:55 main:574] : INFO : Epoch 106 | loss: 0.0311033 | val_loss: 0.031122 | Time: 4921.5 ms [2022-04-11 17:06:00 main:574] : INFO : Epoch 107 | loss: 0.0311069 | val_loss: 0.0311249 | Time: 5099.37 ms [2022-04-11 17:06:06 main:574] : INFO : Epoch 108 | loss: 0.031105 | val_loss: 0.031122 | Time: 5154.26 ms [2022-04-11 17:06:11 main:574] : INFO : Epoch 109 | loss: 0.0311071 | val_loss: 0.0311288 | Time: 5023.26 ms [2022-04-11 17:06:16 main:574] : INFO : Epoch 110 | loss: 0.0311038 | val_loss: 0.0311249 | Time: 5019.28 ms [2022-04-11 17:06:21 main:574] : INFO : Epoch 111 | loss: 0.0311046 | val_loss: 0.031126 | Time: 5221.46 ms [2022-04-11 17:06:26 main:574] : INFO : Epoch 112 | loss: 0.0311023 | val_loss: 0.0311231 | Time: 5397.86 ms [2022-04-11 17:06:31 main:574] : INFO : Epoch 113 | loss: 0.0311025 | val_loss: 0.0311195 | Time: 5151.14 ms [2022-04-11 17:06:37 main:574] : INFO : Epoch 114 | loss: 0.0311061 | val_loss: 0.031128 | Time: 5123.09 ms [2022-04-11 17:06:42 main:574] : INFO : Epoch 115 | loss: 0.0311097 | val_loss: 0.0311188 | Time: 5093.92 ms [2022-04-11 17:06:47 main:574] : INFO : Epoch 116 | loss: 0.0311061 | val_loss: 0.0311255 | Time: 5066.43 ms [2022-04-11 17:06:52 main:574] : INFO : Epoch 117 | loss: 0.0311059 | val_loss: 0.031124 | Time: 5170.81 ms [2022-04-11 17:06:57 main:574] : INFO : Epoch 118 | loss: 0.0311037 | val_loss: 0.0311251 | Time: 5126.32 ms [2022-04-11 17:07:02 main:574] : INFO : Epoch 119 | loss: 0.0311031 | val_loss: 0.0311248 | Time: 4986.47 ms [2022-04-11 17:07:07 main:574] : INFO : Epoch 120 | loss: 0.0311038 | val_loss: 0.0311224 | Time: 5075.71 ms [2022-04-11 17:07:13 main:574] : INFO : Epoch 121 | loss: 0.0311018 | val_loss: 0.031128 | Time: 5546.13 ms [2022-04-11 17:07:18 main:574] : INFO : Epoch 122 | loss: 0.0311025 | val_loss: 0.0311319 | Time: 5370.49 ms [2022-04-11 17:07:23 main:574] : INFO : Epoch 123 | loss: 0.0311014 | val_loss: 0.031128 | Time: 5061.22 ms [2022-04-11 17:07:29 main:574] : INFO : Epoch 124 | loss: 0.0311021 | val_loss: 0.0311212 | Time: 5402.05 ms [2022-04-11 17:07:34 main:574] : INFO : Epoch 125 | loss: 0.0311053 | val_loss: 0.0311228 | Time: 4992.37 ms [2022-04-11 17:07:38 main:574] : INFO : Epoch 126 | loss: 0.0311002 | val_loss: 0.0311202 | Time: 4900.59 ms [2022-04-11 17:07:43 main:574] : INFO : Epoch 127 | loss: 0.0310987 | val_loss: 0.0311209 | Time: 4940.13 ms [2022-04-11 17:07:48 main:574] : INFO : Epoch 128 | loss: 0.0311012 | val_loss: 0.0311265 | Time: 4826.5 ms [2022-04-11 17:07:53 main:574] : INFO : Epoch 129 | loss: 0.0310998 | val_loss: 0.0311199 | Time: 4885.37 ms [2022-04-11 17:07:58 main:574] : INFO : Epoch 130 | loss: 0.0311017 | val_loss: 0.0311271 | Time: 4936.28 ms [2022-04-11 17:08:03 main:574] : INFO : Epoch 131 | loss: 0.0311004 | val_loss: 0.0311227 | Time: 5043.69 ms [2022-04-11 17:08:08 main:574] : INFO : Epoch 132 | loss: 0.0310972 | val_loss: 0.0311236 | Time: 4874.9 ms [2022-04-11 17:08:13 main:574] : INFO : Epoch 133 | loss: 0.0310953 | val_loss: 0.0311244 | Time: 5019.32 ms [2022-04-11 17:08:18 main:574] : INFO : Epoch 134 | loss: 0.0310976 | val_loss: 0.0311237 | Time: 5100.38 ms [2022-04-11 17:08:23 main:574] : INFO : Epoch 135 | loss: 0.0310981 | val_loss: 0.0311208 | Time: 5185.76 ms [2022-04-11 17:08:29 main:574] : INFO : Epoch 136 | loss: 0.0310967 | val_loss: 0.0311237 | Time: 5381.75 ms [2022-04-11 17:08:34 main:574] : INFO : Epoch 137 | loss: 0.031101 | val_loss: 0.0311238 | Time: 5105.66 ms [2022-04-11 17:08:39 main:574] : INFO : Epoch 138 | loss: 0.0310989 | val_loss: 0.0311192 | Time: 5352.95 ms [2022-04-11 17:08:44 main:574] : INFO : Epoch 139 | loss: 0.0310962 | val_loss: 0.031119 | Time: 5186.32 ms [2022-04-11 17:08:49 main:574] : INFO : Epoch 140 | loss: 0.0310963 | val_loss: 0.031121 | Time: 5054.28 ms [2022-04-11 17:08:54 main:574] : INFO : Epoch 141 | loss: 0.0310979 | val_loss: 0.0311216 | Time: 4992.67 ms [2022-04-11 17:08:59 main:574] : INFO : Epoch 142 | loss: 0.0310947 | val_loss: 0.0311173 | Time: 4971.87 ms [2022-04-11 17:09:05 main:574] : INFO : Epoch 143 | loss: 0.0310956 | val_loss: 0.0311195 | Time: 5151.67 ms [2022-04-11 17:09:10 main:574] : INFO : Epoch 144 | loss: 0.031096 | val_loss: 0.0311222 | Time: 4980.47 ms [2022-04-11 17:09:15 main:574] : INFO : Epoch 145 | loss: 0.0310964 | val_loss: 0.0311183 | Time: 4968.85 ms [2022-04-11 17:09:20 main:574] : INFO : Epoch 146 | loss: 0.0310962 | val_loss: 0.0311191 | Time: 5017.87 ms [2022-04-11 17:09:25 main:574] : INFO : Epoch 147 | loss: 0.0310951 | val_loss: 0.0311226 | Time: 5233.24 ms [2022-04-11 17:09:30 main:574] : INFO : Epoch 148 | loss: 0.0311071 | val_loss: 0.0311249 | Time: 5021.63 ms [2022-04-11 17:09:35 main:574] : INFO : Epoch 149 | loss: 0.0311027 | val_loss: 0.0311227 | Time: 4985.36 ms [2022-04-11 17:09:40 main:574] : INFO : Epoch 150 | loss: 0.0310988 | val_loss: 0.0311217 | Time: 5136.38 ms [2022-04-11 17:09:45 main:574] : INFO : Epoch 151 | loss: 0.0310966 | val_loss: 0.031119 | Time: 4934.82 ms [2022-04-11 17:09:50 main:574] : INFO : Epoch 152 | loss: 0.0311071 | val_loss: 0.0311375 | Time: 5145.85 ms [2022-04-11 17:09:55 main:574] : INFO : Epoch 153 | loss: 0.031116 | val_loss: 0.0311296 | Time: 5281.77 ms [2022-04-11 17:10:01 main:574] : INFO : Epoch 154 | loss: 0.0311106 | val_loss: 0.0311265 | Time: 5269.58 ms [2022-04-11 17:10:06 main:574] : INFO : Epoch 155 | loss: 0.0311068 | val_loss: 0.0311225 | Time: 5190.59 ms [2022-04-11 17:10:11 main:574] : INFO : Epoch 156 | loss: 0.0311048 | val_loss: 0.0311258 | Time: 5206.95 ms [2022-04-11 17:10:16 main:574] : INFO : Epoch 157 | loss: 0.0311023 | val_loss: 0.0311217 | Time: 5137.36 ms [2022-04-11 17:10:21 main:574] : INFO : Epoch 158 | loss: 0.0311005 | val_loss: 0.0311182 | Time: 5111.48 ms [2022-04-11 17:10:26 main:574] : INFO : Epoch 159 | loss: 0.0310962 | val_loss: 0.031116 | Time: 5125.95 ms [2022-04-11 17:10:32 main:574] : INFO : Epoch 160 | loss: 0.0310944 | val_loss: 0.0311173 | Time: 5269.37 ms [2022-04-11 17:10:37 main:574] : INFO : Epoch 161 | loss: 0.031094 | val_loss: 0.0311188 | Time: 5517.17 ms [2022-04-11 17:10:43 main:574] : INFO : Epoch 162 | loss: 0.0310939 | val_loss: 0.0311151 | Time: 5436.81 ms [2022-04-11 17:10:48 main:574] : INFO : Epoch 163 | loss: 0.0310917 | val_loss: 0.031119 | Time: 5056.07 ms [2022-04-11 17:10:53 main:574] : INFO : Epoch 164 | loss: 0.0310928 | val_loss: 0.0311215 | Time: 5157.36 ms [2022-04-11 17:10:58 main:574] : INFO : Epoch 165 | loss: 0.0310919 | val_loss: 0.0311156 | Time: 5278.95 ms [2022-04-11 17:11:03 main:574] : INFO : Epoch 166 | loss: 0.0310906 | val_loss: 0.0311169 | Time: 5133.4 ms [2022-04-11 17:11:08 main:574] : INFO : Epoch 167 | loss: 0.0310907 | val_loss: 0.0311177 | Time: 5161.82 ms [2022-04-11 17:11:14 main:574] : INFO : Epoch 168 | loss: 0.0310921 | val_loss: 0.0311196 | Time: 5281.34 ms [2022-04-11 17:11:19 main:574] : INFO : Epoch 169 | loss: 0.0310925 | val_loss: 0.0311165 | Time: 5116.96 ms [2022-04-11 17:11:24 main:574] : INFO : Epoch 170 | loss: 0.0310899 | val_loss: 0.0311137 | Time: 5108.12 ms [2022-04-11 17:11:29 main:574] : INFO : Epoch 171 | loss: 0.0310884 | val_loss: 0.0311147 | Time: 5031.5 ms [2022-04-11 17:11:34 main:574] : INFO : Epoch 172 | loss: 0.0310879 | val_loss: 0.0311181 | Time: 5118.54 ms [2022-04-11 17:11:39 main:574] : INFO : Epoch 173 | loss: 0.0310884 | val_loss: 0.0311193 | Time: 5058.4 ms [2022-04-11 17:11:44 main:574] : INFO : Epoch 174 | loss: 0.0310878 | val_loss: 0.0311179 | Time: 5208.09 ms [2022-04-11 17:11:49 main:574] : INFO : Epoch 175 | loss: 0.0310881 | val_loss: 0.0311231 | Time: 4956.53 ms [2022-04-11 17:11:55 main:574] : INFO : Epoch 176 | loss: 0.0310915 | val_loss: 0.0311153 | Time: 5322.73 ms [2022-04-11 17:12:00 main:574] : INFO : Epoch 177 | loss: 0.0310888 | val_loss: 0.0311213 | Time: 5029 ms [2022-04-11 17:12:05 main:574] : INFO : Epoch 178 | loss: 0.0310883 | val_loss: 0.0311177 | Time: 5072.25 ms [2022-04-11 17:12:10 main:574] : INFO : Epoch 179 | loss: 0.031087 | val_loss: 0.0311195 | Time: 5057.26 ms [2022-04-11 17:12:15 main:574] : INFO : Epoch 180 | loss: 0.0310881 | val_loss: 0.0311218 | Time: 4881.46 ms [2022-04-11 17:12:20 main:574] : INFO : Epoch 181 | loss: 0.0310885 | val_loss: 0.0311179 | Time: 5055.92 ms [2022-04-11 17:12:25 main:574] : INFO : Epoch 182 | loss: 0.0310896 | val_loss: 0.0311195 | Time: 5276.87 ms [2022-04-11 17:12:30 main:574] : INFO : Epoch 183 | loss: 0.0310957 | val_loss: 0.031119 | Time: 5172.99 ms [2022-04-11 17:12:36 main:574] : INFO : Epoch 184 | loss: 0.0310914 | val_loss: 0.031119 | Time: 5276.42 ms [2022-04-11 17:12:41 main:574] : INFO : Epoch 185 | loss: 0.031089 | val_loss: 0.0311251 | Time: 5233 ms [2022-04-11 17:12:46 main:574] : INFO : Epoch 186 | loss: 0.0310894 | val_loss: 0.0311185 | Time: 5009.46 ms [2022-04-11 17:12:51 main:574] : INFO : Epoch 187 | loss: 0.0310945 | val_loss: 0.0311192 | Time: 5288.21 ms [2022-04-11 17:12:56 main:574] : INFO : Epoch 188 | loss: 0.031097 | val_loss: 0.0311235 | Time: 5310.65 ms [2022-04-11 17:13:02 main:574] : INFO : Epoch 189 | loss: 0.0311019 | val_loss: 0.0311241 | Time: 5089.31 ms [2022-04-11 17:13:07 main:574] : INFO : Epoch 190 | loss: 0.0311084 | val_loss: 0.0311216 | Time: 5103.07 ms [2022-04-11 17:13:12 main:574] : INFO : Epoch 191 | loss: 0.0311037 | val_loss: 0.0311194 | Time: 5253.93 ms [2022-04-11 17:13:17 main:574] : INFO : Epoch 192 | loss: 0.0311039 | val_loss: 0.0311165 | Time: 5069.54 ms [2022-04-11 17:13:22 main:574] : INFO : Epoch 193 | loss: 0.0311007 | val_loss: 0.031112 | Time: 4913.34 ms [2022-04-11 17:13:27 main:574] : INFO : Epoch 194 | loss: 0.0311042 | val_loss: 0.0311184 | Time: 5157.39 ms [2022-04-11 17:13:32 main:574] : INFO : Epoch 195 | loss: 0.0311097 | val_loss: 0.031121 | Time: 5041.56 ms [2022-04-11 17:13:37 main:574] : INFO : Epoch 196 | loss: 0.0311069 | val_loss: 0.0311124 | Time: 5072.3 ms [2022-04-11 17:13:42 main:574] : INFO : Epoch 197 | loss: 0.0311012 | val_loss: 0.0311131 | Time: 5171.16 ms [2022-04-11 17:13:47 main:574] : INFO : Epoch 198 | loss: 0.0311 | val_loss: 0.0311136 | Time: 5019.19 ms [2022-04-11 17:13:53 main:574] : INFO : Epoch 199 | loss: 0.0311011 | val_loss: 0.0311143 | Time: 5142.78 ms [2022-04-11 17:13:58 main:574] : INFO : Epoch 200 | loss: 0.0310985 | val_loss: 0.0311123 | Time: 5140.47 ms [2022-04-11 17:14:03 main:574] : INFO : Epoch 201 | loss: 0.0310957 | val_loss: 0.0311133 | Time: 5104.47 ms [2022-04-11 17:14:08 main:574] : INFO : Epoch 202 | loss: 0.0310953 | val_loss: 0.0311171 | Time: 5406.98 ms [2022-04-11 17:14:13 main:574] : INFO : Epoch 203 | loss: 0.0310995 | val_loss: 0.0311159 | Time: 5102.18 ms [2022-04-11 17:14:19 main:574] : INFO : Epoch 204 | loss: 0.0310976 | val_loss: 0.031116 | Time: 5248.64 ms [2022-04-11 17:14:24 main:574] : INFO : Epoch 205 | loss: 0.0311007 | val_loss: 0.0311211 | Time: 4984.69 ms [2022-04-11 17:14:29 main:574] : INFO : Epoch 206 | loss: 0.0311085 | val_loss: 0.0311241 | Time: 5254.72 ms [2022-04-11 17:14:34 main:574] : INFO : Epoch 207 | loss: 0.0311081 | val_loss: 0.0311182 | Time: 5416.95 ms [2022-04-11 17:14:39 main:574] : INFO : Epoch 208 | loss: 0.0311052 | val_loss: 0.0311215 | Time: 5110.02 ms [2022-04-11 17:14:45 main:574] : INFO : Epoch 209 | loss: 0.0311014 | val_loss: 0.0311182 | Time: 5169.61 ms [2022-04-11 17:14:50 main:574] : INFO : Epoch 210 | loss: 0.0310986 | val_loss: 0.0311132 | Time: 4930.94 ms [2022-04-11 17:14:54 main:574] : INFO : Epoch 211 | loss: 0.0310951 | val_loss: 0.031114 | Time: 4946.51 ms [2022-04-11 17:14:59 main:574] : INFO : Epoch 212 | loss: 0.0311285 | val_loss: 0.0311307 | Time: 4931.21 ms [2022-04-11 17:15:05 main:574] : INFO : Epoch 213 | loss: 0.0311334 | val_loss: 0.0311295 | Time: 5174.44 ms [2022-04-11 17:15:10 main:574] : INFO : Epoch 214 | loss: 0.031114 | val_loss: 0.0311215 | Time: 4906 ms [2022-04-11 17:15:15 main:574] : INFO : Epoch 215 | loss: 0.0311101 | val_loss: 0.0311178 | Time: 5317.17 ms [2022-04-11 17:15:20 main:574] : INFO : Epoch 216 | loss: 0.0311056 | val_loss: 0.0311187 | Time: 4999.1 ms [2022-04-11 17:15:25 main:574] : INFO : Epoch 217 | loss: 0.0311034 | val_loss: 0.0311178 | Time: 5004.51 ms [2022-04-11 17:15:30 main:574] : INFO : Epoch 218 | loss: 0.031104 | val_loss: 0.0311177 | Time: 5111.87 ms [2022-04-11 17:15:35 main:574] : INFO : Epoch 219 | loss: 0.0311027 | val_loss: 0.0311264 | Time: 5115.35 ms [2022-04-11 17:15:40 main:574] : INFO : Epoch 220 | loss: 0.0311016 | val_loss: 0.031116 | Time: 4971.13 ms [2022-04-11 17:15:45 main:574] : INFO : Epoch 221 | loss: 0.0310995 | val_loss: 0.0311169 | Time: 4990.02 ms [2022-04-11 17:15:50 main:574] : INFO : Epoch 222 | loss: 0.0310996 | val_loss: 0.0311125 | Time: 4997.94 ms [2022-04-11 17:15:55 main:574] : INFO : Epoch 223 | loss: 0.0310977 | val_loss: 0.0311125 | Time: 4918.04 ms [2022-04-11 17:16:00 main:574] : INFO : Epoch 224 | loss: 0.031099 | val_loss: 0.0311205 | Time: 4953.34 ms [2022-04-11 17:16:05 main:574] : INFO : Epoch 225 | loss: 0.031102 | val_loss: 0.0311176 | Time: 4874.29 ms [2022-04-11 17:16:10 main:574] : INFO : Epoch 226 | loss: 0.031104 | val_loss: 0.0311271 | Time: 5032.21 ms [2022-04-11 17:16:15 main:574] : INFO : Epoch 227 | loss: 0.031106 | val_loss: 0.0311262 | Time: 5031.48 ms [2022-04-11 17:16:20 main:574] : INFO : Epoch 228 | loss: 0.031104 | val_loss: 0.031122 | Time: 5080.97 ms [2022-04-11 17:16:25 main:574] : INFO : Epoch 229 | loss: 0.0310992 | val_loss: 0.0311184 | Time: 5283.83 ms [2022-04-11 17:16:30 main:574] : INFO : Epoch 230 | loss: 0.0310986 | val_loss: 0.0311251 | Time: 5125.4 ms [2022-04-11 17:16:35 main:574] : INFO : Epoch 231 | loss: 0.0311056 | val_loss: 0.0311253 | Time: 4903.48 ms [2022-04-11 17:16:40 main:574] : INFO : Epoch 232 | loss: 0.0311421 | val_loss: 0.0312086 | Time: 4874.17 ms [2022-04-11 17:16:45 main:574] : INFO : Epoch 233 | loss: 0.031214 | val_loss: 0.0312103 | Time: 4849.45 ms [2022-04-11 17:16:50 main:574] : INFO : Epoch 234 | loss: 0.0311955 | val_loss: 0.0311748 | Time: 4857.32 ms [2022-04-11 17:16:55 main:574] : INFO : Epoch 235 | loss: 0.0311666 | val_loss: 0.0311715 | Time: 4949.25 ms [2022-04-11 17:17:00 main:574] : INFO : Epoch 236 | loss: 0.0311646 | val_loss: 0.0311688 | Time: 4961.81 ms [2022-04-11 17:17:05 main:574] : INFO : Epoch 237 | loss: 0.0311565 | val_loss: 0.0311629 | Time: 4903.81 ms [2022-04-11 17:17:10 main:574] : INFO : Epoch 238 | loss: 0.0311519 | val_loss: 0.0311604 | Time: 4852.23 ms [2022-04-11 17:17:15 main:574] : INFO : Epoch 239 | loss: 0.0311473 | val_loss: 0.0311555 | Time: 4867.46 ms [2022-04-11 17:17:20 main:574] : INFO : Epoch 240 | loss: 0.0311473 | val_loss: 0.0311562 | Time: 5010.05 ms [2022-04-11 17:17:24 main:574] : INFO : Epoch 241 | loss: 0.0311472 | val_loss: 0.0311558 | Time: 4862.95 ms [2022-04-11 17:17:29 main:574] : INFO : Epoch 242 | loss: 0.031146 | val_loss: 0.0311575 | Time: 4839.02 ms [2022-04-11 17:17:34 main:574] : INFO : Epoch 243 | loss: 0.0311447 | val_loss: 0.031154 | Time: 4911.11 ms [2022-04-11 17:17:39 main:574] : INFO : Epoch 244 | loss: 0.0311433 | val_loss: 0.031154 | Time: 4846.86 ms [2022-04-11 17:17:44 main:574] : INFO : Epoch 245 | loss: 0.0311424 | val_loss: 0.0311561 | Time: 5099.69 ms [2022-04-11 17:17:49 main:574] : INFO : Epoch 246 | loss: 0.0311421 | val_loss: 0.0311613 | Time: 4883.09 ms [2022-04-11 17:17:54 main:574] : INFO : Epoch 247 | loss: 0.0311419 | val_loss: 0.0311553 | Time: 4839.4 ms [2022-04-11 17:17:59 main:574] : INFO : Epoch 248 | loss: 0.0311407 | val_loss: 0.0311537 | Time: 4888.9 ms [2022-04-11 17:18:04 main:574] : INFO : Epoch 249 | loss: 0.0311408 | val_loss: 0.0311514 | Time: 4834.09 ms [2022-04-11 17:18:08 main:574] : INFO : Epoch 250 | loss: 0.0311406 | val_loss: 0.0311554 | Time: 4871.35 ms [2022-04-11 17:18:13 main:574] : INFO : Epoch 251 | loss: 0.0311398 | val_loss: 0.0311537 | Time: 4871.35 ms [2022-04-11 17:18:18 main:574] : INFO : Epoch 252 | loss: 0.0311404 | val_loss: 0.0311525 | Time: 5081.16 ms [2022-04-11 17:18:23 main:574] : INFO : Epoch 253 | loss: 0.0311387 | val_loss: 0.0311541 | Time: 5017.36 ms [2022-04-11 17:18:28 main:574] : INFO : Epoch 254 | loss: 0.0311385 | val_loss: 0.031153 | Time: 4956.54 ms [2022-04-11 17:18:33 main:574] : INFO : Epoch 255 | loss: 0.0311388 | val_loss: 0.0311518 | Time: 4885.59 ms [2022-04-11 17:18:38 main:574] : INFO : Epoch 256 | loss: 0.03114 | val_loss: 0.0311505 | Time: 5003.25 ms [2022-04-11 17:18:43 main:574] : INFO : Epoch 257 | loss: 0.0311387 | val_loss: 0.0311509 | Time: 4998.5 ms [2022-04-11 17:18:48 main:574] : INFO : Epoch 258 | loss: 0.0311386 | val_loss: 0.0311496 | Time: 4849.92 ms [2022-04-11 17:18:53 main:574] : INFO : Epoch 259 | loss: 0.0311412 | val_loss: 0.0311524 | Time: 4798.75 ms [2022-04-11 17:18:58 main:574] : INFO : Epoch 260 | loss: 0.0311397 | val_loss: 0.0311506 | Time: 4931.6 ms [2022-04-11 17:19:03 main:574] : INFO : Epoch 261 | loss: 0.0311384 | val_loss: 0.0311504 | Time: 4793.8 ms [2022-04-11 17:19:08 main:574] : INFO : Epoch 262 | loss: 0.0311367 | val_loss: 0.0311532 | Time: 4935.18 ms [2022-04-11 17:19:13 main:574] : INFO : Epoch 263 | loss: 0.0311375 | val_loss: 0.0311517 | Time: 4841.58 ms [2022-04-11 17:19:17 main:574] : INFO : Epoch 264 | loss: 0.0311364 | val_loss: 0.0311511 | Time: 4825.65 ms [2022-04-11 17:19:22 main:574] : INFO : Epoch 265 | loss: 0.0311344 | val_loss: 0.0311498 | Time: 4942.93 ms [2022-04-11 17:19:27 main:574] : INFO : Epoch 266 | loss: 0.031134 | val_loss: 0.0311499 | Time: 4879.09 ms [2022-04-11 17:19:32 main:574] : INFO : Epoch 267 | loss: 0.0311342 | val_loss: 0.0311483 | Time: 4967.66 ms [2022-04-11 17:19:37 main:574] : INFO : Epoch 268 | loss: 0.0311339 | val_loss: 0.0311498 | Time: 4864.71 ms [2022-04-11 17:19:42 main:574] : INFO : Epoch 269 | loss: 0.0311338 | val_loss: 0.0311481 | Time: 4850.84 ms [2022-04-11 17:19:47 main:574] : INFO : Epoch 270 | loss: 0.0311328 | val_loss: 0.0311485 | Time: 4845.9 ms [2022-04-11 17:19:52 main:574] : INFO : Epoch 271 | loss: 0.0311332 | val_loss: 0.0311478 | Time: 4874.76 ms [2022-04-11 17:19:56 main:574] : INFO : Epoch 272 | loss: 0.0311324 | val_loss: 0.031149 | Time: 4875.66 ms [2022-04-11 17:20:01 main:574] : INFO : Epoch 273 | loss: 0.0311338 | val_loss: 0.0311476 | Time: 4813.28 ms [2022-04-11 17:20:06 main:574] : INFO : Epoch 274 | loss: 0.0311336 | val_loss: 0.0311552 | Time: 4823 ms [2022-04-11 17:20:11 main:574] : INFO : Epoch 275 | loss: 0.031134 | val_loss: 0.0311469 | Time: 4771.79 ms [2022-04-11 17:20:16 main:574] : INFO : Epoch 276 | loss: 0.0311327 | val_loss: 0.0311522 | Time: 4779.89 ms [2022-04-11 17:20:21 main:574] : INFO : Epoch 277 | loss: 0.0311312 | val_loss: 0.0311472 | Time: 4953.27 ms [2022-04-11 17:20:26 main:574] : INFO : Epoch 278 | loss: 0.0311306 | val_loss: 0.0311492 | Time: 4929.84 ms [2022-04-11 17:20:31 main:574] : INFO : Epoch 279 | loss: 0.0311299 | val_loss: 0.0311463 | Time: 4905.91 ms [2022-04-11 17:20:35 main:574] : INFO : Epoch 280 | loss: 0.0311294 | val_loss: 0.0311467 | Time: 4967.05 ms [2022-04-11 17:20:41 main:574] : INFO : Epoch 281 | loss: 0.0311292 | val_loss: 0.0311455 | Time: 5117.07 ms [2022-04-11 17:20:46 main:574] : INFO : Epoch 282 | loss: 0.0311276 | val_loss: 0.0311478 | Time: 4896 ms [2022-04-11 17:20:50 main:574] : INFO : Epoch 283 | loss: 0.0311272 | val_loss: 0.0311478 | Time: 4833.79 ms [2022-04-11 17:20:55 main:574] : INFO : Epoch 284 | loss: 0.0311284 | val_loss: 0.0311497 | Time: 4895.86 ms [2022-04-11 17:21:00 main:574] : INFO : Epoch 285 | loss: 0.0311301 | val_loss: 0.031147 | Time: 4832.15 ms [2022-04-11 17:21:05 main:574] : INFO : Epoch 286 | loss: 0.0311299 | val_loss: 0.0311528 | Time: 4818.34 ms [2022-04-11 17:21:10 main:574] : INFO : Epoch 287 | loss: 0.0311277 | val_loss: 0.0311458 | Time: 4856.62 ms [2022-04-11 17:21:15 main:574] : INFO : Epoch 288 | loss: 0.0311262 | val_loss: 0.0311471 | Time: 4918.95 ms [2022-04-11 17:21:20 main:574] : INFO : Epoch 289 | loss: 0.0311257 | val_loss: 0.0311459 | Time: 4934.15 ms [2022-04-11 17:21:25 main:574] : INFO : Epoch 290 | loss: 0.0311258 | val_loss: 0.0311464 | Time: 4877.28 ms [2022-04-11 17:21:29 main:574] : INFO : Epoch 291 | loss: 0.0311271 | val_loss: 0.0311462 | Time: 4878.75 ms [2022-04-11 17:21:34 main:574] : INFO : Epoch 292 | loss: 0.0311264 | val_loss: 0.0311446 | Time: 4850.96 ms [2022-04-11 17:21:39 main:574] : INFO : Epoch 293 | loss: 0.0311258 | val_loss: 0.0311473 | Time: 4874.03 ms [2022-04-11 17:21:44 main:574] : INFO : Epoch 294 | loss: 0.0311239 | val_loss: 0.0311461 | Time: 4785.09 ms [2022-04-11 17:21:49 main:574] : INFO : Epoch 295 | loss: 0.0311242 | val_loss: 0.0311495 | Time: 5192.34 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)