Task 2953371
| Name | rand_automata_0003-1605428306-17637-0_1 |
| Workunit | 1332482 |
| Created | 15 Nov 2020, 8:18:30 UTC |
| Sent | 20 Nov 2020, 16:51:44 UTC |
| Report deadline | 28 Nov 2020, 16:51:44 UTC |
| Received | 20 Nov 2020, 17:45:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3097 |
| Run time | 17 min 13 sec |
| CPU time | 16 min 29 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,641.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) 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>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-20 12:28:30 main:435] : INFO : Set logging level to 1 [2020-11-20 12:28:30 main:441] : INFO : Running in BOINC Client mode [2020-11-20 12:28:30 main:444] : INFO : Resolving all filenames [2020-11-20 12:28:30 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 (exists = 1) [2020-11-20 12:28:30 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-1605428306-17637-0_1_r1302424922_1 (exists = 0) [2020-11-20 12:28:30 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-1605428306-17637-0_1_r1302424922_0 (exists = 0) [2020-11-20 12:28:30 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-20 12:28:30 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-20 12:28:30 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 [2020-11-20 12:28:30 main:474] : INFO : Configuration: [2020-11-20 12:28:30 main:475] : INFO : Model type: LSTM [2020-11-20 12:28:30 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-20 12:28:30 main:477] : INFO : Max Epochs: 192 [2020-11-20 12:28:31 main:478] : INFO : Batch Size: 32 [2020-11-20 12:28:31 main:479] : INFO : Learning Rate: 0.001 [2020-11-20 12:28:31 main:480] : INFO : Patience: 10 [2020-11-20 12:28:31 main:481] : INFO : Hidden Width: 64 [2020-11-20 12:28:31 main:482] : INFO : # Recurrent Layers: 4 [2020-11-20 12:28:31 main:483] : INFO : # Backend Layers: 2 [2020-11-20 12:28:31 main:484] : INFO : # Threads: 1 [2020-11-20 12:28:31 main:486] : INFO : Preparing Dataset [2020-11-20 12:28:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 into memory [2020-11-20 12:28:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 into memory [2020-11-20 12:28:33 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-20 12:28:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 into memory [2020-11-20 12:28:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0003-train-val-dataset.hdf5 into memory [2020-11-20 12:28:34 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-20 12:28:34 main:494] : INFO : Creating Model [2020-11-20 12:28:34 main:507] : INFO : Preparing config file [2020-11-20 12:28:34 main:519] : INFO : Creating new config file [2020-11-20 12:28:35 main:559] : INFO : Loading DataLoader into Memory [2020-11-20 12:28:40 main:562] : INFO : Starting Training [2020-11-20 12:28:46 main:574] : INFO : Epoch 1 | loss: 0.06611 | val_loss: 0.0656248 | Time: 5686.88 ms [2020-11-20 12:28:52 main:574] : INFO : Epoch 2 | loss: 0.0652198 | val_loss: 0.0642032 | Time: 5286.14 ms [2020-11-20 12:28:57 main:574] : INFO : Epoch 3 | loss: 0.062948 | val_loss: 0.0613824 | Time: 5244.88 ms [2020-11-20 12:29:02 main:574] : INFO : Epoch 4 | loss: 0.0599484 | val_loss: 0.058748 | Time: 5259.85 ms [2020-11-20 12:29:07 main:574] : INFO : Epoch 5 | loss: 0.0575105 | val_loss: 0.0565044 | Time: 5019.39 ms [2020-11-20 12:29:12 main:574] : INFO : Epoch 6 | loss: 0.0556324 | val_loss: 0.0548991 | Time: 5074.61 ms [2020-11-20 12:29:18 main:574] : INFO : Epoch 7 | loss: 0.0541858 | val_loss: 0.0536427 | Time: 5102.39 ms [2020-11-20 12:29:23 main:574] : INFO : Epoch 8 | loss: 0.0529705 | val_loss: 0.0525621 | Time: 5151.45 ms [2020-11-20 12:29:28 main:574] : INFO : Epoch 9 | loss: 0.0517963 | val_loss: 0.0514282 | Time: 5021.89 ms [2020-11-20 12:29:33 main:574] : INFO : Epoch 10 | loss: 0.0506258 | val_loss: 0.0503107 | Time: 5198.21 ms [2020-11-20 12:29:38 main:574] : INFO : Epoch 11 | loss: 0.0494739 | val_loss: 0.0490058 | Time: 5151.06 ms [2020-11-20 12:29:44 main:574] : INFO : Epoch 12 | loss: 0.0481924 | val_loss: 0.0479626 | Time: 5168.25 ms [2020-11-20 12:29:49 main:574] : INFO : Epoch 13 | loss: 0.0468315 | val_loss: 0.0465229 | Time: 5200.33 ms [2020-11-20 12:29:54 main:574] : INFO : Epoch 14 | loss: 0.0452531 | val_loss: 0.0448034 | Time: 5133.61 ms [2020-11-20 12:29:59 main:574] : INFO : Epoch 15 | loss: 0.0435161 | val_loss: 0.0432486 | Time: 5143.75 ms [2020-11-20 12:30:05 main:574] : INFO : Epoch 16 | loss: 0.0416044 | val_loss: 0.0412584 | Time: 5118.79 ms [2020-11-20 12:30:10 main:574] : INFO : Epoch 17 | loss: 0.0391944 | val_loss: 0.0386686 | Time: 5197.91 ms [2020-11-20 12:30:15 main:574] : INFO : Epoch 18 | loss: 0.0364341 | val_loss: 0.0361954 | Time: 5187.61 ms [2020-11-20 12:30:20 main:574] : INFO : Epoch 19 | loss: 0.0331177 | val_loss: 0.0328957 | Time: 5109.62 ms [2020-11-20 12:30:25 main:574] : INFO : Epoch 20 | loss: 0.030991 | val_loss: 0.0297791 | Time: 5262.44 ms [2020-11-20 12:30:31 main:574] : INFO : Epoch 21 | loss: 0.0268753 | val_loss: 0.0283176 | Time: 5274.91 ms [2020-11-20 12:30:36 main:574] : INFO : Epoch 22 | loss: 0.0248835 | val_loss: 0.0481691 | Time: 5263.77 ms [2020-11-20 12:30:41 main:574] : INFO : Epoch 23 | loss: 0.0281426 | val_loss: 0.0272856 | Time: 5254.83 ms [2020-11-20 12:30:47 main:574] : INFO : Epoch 24 | loss: 0.0380579 | val_loss: 0.0580219 | Time: 5285.59 ms [2020-11-20 12:30:52 main:574] : INFO : Epoch 25 | loss: 0.0546095 | val_loss: 0.0508362 | Time: 5263.36 ms [2020-11-20 12:30:57 main:574] : INFO : Epoch 26 | loss: 0.0405546 | val_loss: 0.0276248 | Time: 5257.25 ms [2020-11-20 12:31:03 main:574] : INFO : Epoch 27 | loss: 0.0227898 | val_loss: 0.0215608 | Time: 5242.73 ms [2020-11-20 12:31:08 main:574] : INFO : Epoch 28 | loss: 0.0177537 | val_loss: 0.0169841 | Time: 5271.89 ms [2020-11-20 12:31:13 main:574] : INFO : Epoch 29 | loss: 0.0194007 | val_loss: 0.0179034 | Time: 5236.85 ms [2020-11-20 12:31:18 main:574] : INFO : Epoch 30 | loss: 0.013534 | val_loss: 0.0126567 | Time: 5050.15 ms [2020-11-20 12:31:24 main:574] : INFO : Epoch 31 | loss: 0.0114576 | val_loss: 0.0114163 | Time: 5256.58 ms [2020-11-20 12:31:29 main:574] : INFO : Epoch 32 | loss: 0.0180948 | val_loss: 0.036036 | Time: 5092.98 ms [2020-11-20 12:31:34 main:574] : INFO : Epoch 33 | loss: 0.0166243 | val_loss: 0.0118789 | Time: 5028.31 ms [2020-11-20 12:31:39 main:574] : INFO : Epoch 34 | loss: 0.0105272 | val_loss: 0.0103145 | Time: 5014.91 ms [2020-11-20 12:31:44 main:574] : INFO : Epoch 35 | loss: 0.00962122 | val_loss: 0.0096945 | Time: 5019.5 ms [2020-11-20 12:31:49 main:574] : INFO : Epoch 36 | loss: 0.00905984 | val_loss: 0.00915338 | Time: 5040.73 ms [2020-11-20 12:31:54 main:574] : INFO : Epoch 37 | loss: 0.0115673 | val_loss: 0.00972132 | Time: 5025.1 ms [2020-11-20 12:31:59 main:574] : INFO : Epoch 38 | loss: 0.00902298 | val_loss: 0.0087784 | Time: 5013.65 ms [2020-11-20 12:32:05 main:574] : INFO : Epoch 39 | loss: 0.00821932 | val_loss: 0.00813562 | Time: 5081.31 ms [2020-11-20 12:32:10 main:574] : INFO : Epoch 40 | loss: 0.00783096 | val_loss: 0.00778578 | Time: 5109.04 ms [2020-11-20 12:32:15 main:574] : INFO : Epoch 41 | loss: 0.00753538 | val_loss: 0.00751263 | Time: 5098.21 ms [2020-11-20 12:32:20 main:574] : INFO : Epoch 42 | loss: 0.00726422 | val_loss: 0.00724433 | Time: 5121.52 ms [2020-11-20 12:32:25 main:574] : INFO : Epoch 43 | loss: 0.00701584 | val_loss: 0.00698723 | Time: 5087.64 ms [2020-11-20 12:32:30 main:574] : INFO : Epoch 44 | loss: 0.00677296 | val_loss: 0.00686747 | Time: 5184.87 ms [2020-11-20 12:32:36 main:574] : INFO : Epoch 45 | loss: 0.0065649 | val_loss: 0.00656435 | Time: 5162.19 ms [2020-11-20 12:32:41 main:574] : INFO : Epoch 46 | loss: 0.00632099 | val_loss: 0.00629351 | Time: 5152.07 ms [2020-11-20 12:32:46 main:574] : INFO : Epoch 47 | loss: 0.00610333 | val_loss: 0.00613657 | Time: 5148.97 ms [2020-11-20 12:32:51 main:574] : INFO : Epoch 48 | loss: 0.00589061 | val_loss: 0.00585959 | Time: 5165.12 ms [2020-11-20 12:32:56 main:574] : INFO : Epoch 49 | loss: 0.00568865 | val_loss: 0.00564888 | Time: 5040.29 ms [2020-11-20 12:33:01 main:574] : INFO : Epoch 50 | loss: 0.00548271 | val_loss: 0.00544508 | Time: 5007.87 ms [2020-11-20 12:33:07 main:574] : INFO : Epoch 51 | loss: 0.00528361 | val_loss: 0.00524237 | Time: 5181.44 ms [2020-11-20 12:33:12 main:574] : INFO : Epoch 52 | loss: 0.0050914 | val_loss: 0.0050539 | Time: 5217.97 ms [2020-11-20 12:33:17 main:574] : INFO : Epoch 53 | loss: 0.00489981 | val_loss: 0.00485339 | Time: 5241.78 ms [2020-11-20 12:33:23 main:574] : INFO : Epoch 54 | loss: 0.00471422 | val_loss: 0.00467442 | Time: 5250.08 ms [2020-11-20 12:33:28 main:574] : INFO : Epoch 55 | loss: 0.00453331 | val_loss: 0.00448439 | Time: 5184.09 ms [2020-11-20 12:33:33 main:574] : INFO : Epoch 56 | loss: 0.00435687 | val_loss: 0.00431286 | Time: 5082.68 ms [2020-11-20 12:33:38 main:574] : INFO : Epoch 57 | loss: 0.0041852 | val_loss: 0.00414004 | Time: 5072.25 ms [2020-11-20 12:33:43 main:574] : INFO : Epoch 58 | loss: 0.00401814 | val_loss: 0.00398005 | Time: 5088.89 ms [2020-11-20 12:33:48 main:574] : INFO : Epoch 59 | loss: 0.00385538 | val_loss: 0.00380902 | Time: 5078.19 ms [2020-11-20 12:33:54 main:574] : INFO : Epoch 60 | loss: 0.00369745 | val_loss: 0.00365286 | Time: 5075.51 ms [2020-11-20 12:33:59 main:574] : INFO : Epoch 61 | loss: 0.0035453 | val_loss: 0.00350201 | Time: 5099.16 ms [2020-11-20 12:34:04 main:574] : INFO : Epoch 62 | loss: 0.00339705 | val_loss: 0.00335307 | Time: 5077.47 ms [2020-11-20 12:34:09 main:574] : INFO : Epoch 63 | loss: 0.00325405 | val_loss: 0.0032066 | Time: 5080.45 ms [2020-11-20 12:34:14 main:574] : INFO : Epoch 64 | loss: 0.00311672 | val_loss: 0.00307256 | Time: 5094.89 ms [2020-11-20 12:34:19 main:574] : INFO : Epoch 65 | loss: 0.00298436 | val_loss: 0.00294331 | Time: 5081.23 ms [2020-11-20 12:34:25 main:574] : INFO : Epoch 66 | loss: 0.00285859 | val_loss: 0.00281751 | Time: 5199.29 ms [2020-11-20 12:34:30 main:574] : INFO : Epoch 67 | loss: 0.00273673 | val_loss: 0.00270072 | Time: 5274.3 ms [2020-11-20 12:34:35 main:574] : INFO : Epoch 68 | loss: 0.00262067 | val_loss: 0.00257862 | Time: 5330.25 ms [2020-11-20 12:34:41 main:574] : INFO : Epoch 69 | loss: 0.00250912 | val_loss: 0.00247204 | Time: 5281.35 ms [2020-11-20 12:34:46 main:574] : INFO : Epoch 70 | loss: 0.00240366 | val_loss: 0.002365 | Time: 5272.17 ms [2020-11-20 12:34:51 main:574] : INFO : Epoch 71 | loss: 0.00230067 | val_loss: 0.00226399 | Time: 5312.26 ms [2020-11-20 12:34:57 main:574] : INFO : Epoch 72 | loss: 0.00220422 | val_loss: 0.00216964 | Time: 5272.51 ms [2020-11-20 12:35:02 main:574] : INFO : Epoch 73 | loss: 0.0021097 | val_loss: 0.00207407 | Time: 5172.98 ms [2020-11-20 12:35:07 main:574] : INFO : Epoch 74 | loss: 0.00202109 | val_loss: 0.00198993 | Time: 5175.94 ms [2020-11-20 12:35:12 main:574] : INFO : Epoch 75 | loss: 0.00193502 | val_loss: 0.00190267 | Time: 5060.67 ms [2020-11-20 12:35:17 main:574] : INFO : Epoch 76 | loss: 0.00185123 | val_loss: 0.00182482 | Time: 5055.44 ms [2020-11-20 12:35:22 main:574] : INFO : Epoch 77 | loss: 0.00177512 | val_loss: 0.00174598 | Time: 5064.45 ms [2020-11-20 12:35:28 main:574] : INFO : Epoch 78 | loss: 0.00169996 | val_loss: 0.00167581 | Time: 5050.11 ms [2020-11-20 12:35:33 main:574] : INFO : Epoch 79 | loss: 0.00162828 | val_loss: 0.00159857 | Time: 5062.2 ms [2020-11-20 12:35:38 main:574] : INFO : Epoch 80 | loss: 0.00156067 | val_loss: 0.00153419 | Time: 5149.37 ms [2020-11-20 12:35:43 main:574] : INFO : Epoch 81 | loss: 0.00149502 | val_loss: 0.00147372 | Time: 5124.22 ms [2020-11-20 12:35:48 main:574] : INFO : Epoch 82 | loss: 0.00143215 | val_loss: 0.00140818 | Time: 5136.83 ms [2020-11-20 12:35:53 main:574] : INFO : Epoch 83 | loss: 0.00137268 | val_loss: 0.00135092 | Time: 5111.75 ms [2020-11-20 12:35:59 main:574] : INFO : Epoch 84 | loss: 0.00131594 | val_loss: 0.00129116 | Time: 5128.31 ms [2020-11-20 12:36:04 main:574] : INFO : Epoch 85 | loss: 0.00126069 | val_loss: 0.00124625 | Time: 5138.25 ms [2020-11-20 12:36:09 main:574] : INFO : Epoch 86 | loss: 0.00120991 | val_loss: 0.00119078 | Time: 5094.15 ms [2020-11-20 12:36:14 main:574] : INFO : Epoch 87 | loss: 0.00115935 | val_loss: 0.0011423 | Time: 5088.74 ms [2020-11-20 12:36:19 main:574] : INFO : Epoch 88 | loss: 0.00111211 | val_loss: 0.0010952 | Time: 5079.54 ms [2020-11-20 12:36:24 main:574] : INFO : Epoch 89 | loss: 0.00106725 | val_loss: 0.00105056 | Time: 5195.49 ms [2020-11-20 12:36:30 main:574] : INFO : Epoch 90 | loss: 0.00102358 | val_loss: 0.00100663 | Time: 5054.29 ms [2020-11-20 12:36:35 main:574] : INFO : Epoch 91 | loss: 0.000981125 | val_loss: 0.000969646 | Time: 5041.51 ms [2020-11-20 12:36:40 main:574] : INFO : Epoch 92 | loss: 0.000943515 | val_loss: 0.000930782 | Time: 5047.85 ms [2020-11-20 12:36:45 main:574] : INFO : Epoch 93 | loss: 0.000904874 | val_loss: 0.000894579 | Time: 5072.12 ms [2020-11-20 12:36:50 main:574] : INFO : Epoch 94 | loss: 0.000868406 | val_loss: 0.000857168 | Time: 5103.56 ms [2020-11-20 12:36:55 main:574] : INFO : Epoch 95 | loss: 0.000834384 | val_loss: 0.000823443 | Time: 5050.83 ms [2020-11-20 12:37:00 main:574] : INFO : Epoch 96 | loss: 0.000800554 | val_loss: 0.000790716 | Time: 5066.67 ms [2020-11-20 12:37:05 main:574] : INFO : Epoch 97 | loss: 0.00076857 | val_loss: 0.000759773 | Time: 5078.08 ms [2020-11-20 12:37:11 main:574] : INFO : Epoch 98 | loss: 0.000738076 | val_loss: 0.00072961 | Time: 5062.23 ms [2020-11-20 12:37:16 main:574] : INFO : Epoch 99 | loss: 0.000708848 | val_loss: 0.00070209 | Time: 5078.31 ms [2020-11-20 12:37:21 main:574] : INFO : Epoch 100 | loss: 0.000680928 | val_loss: 0.000673298 | Time: 5070.56 ms [2020-11-20 12:37:26 main:574] : INFO : Epoch 101 | loss: 0.000654059 | val_loss: 0.000653315 | Time: 5144.02 ms [2020-11-20 12:37:31 main:574] : INFO : Epoch 102 | loss: 0.000627687 | val_loss: 0.000627756 | Time: 5130.81 ms [2020-11-20 12:37:36 main:574] : INFO : Epoch 103 | loss: 0.000602997 | val_loss: 0.000604589 | Time: 5158.3 ms [2020-11-20 12:37:42 main:574] : INFO : Epoch 104 | loss: 0.000579408 | val_loss: 0.00058277 | Time: 5119.59 ms [2020-11-20 12:37:47 main:574] : INFO : Epoch 105 | loss: 0.000557222 | val_loss: 0.000554599 | Time: 5133.83 ms [2020-11-20 12:37:52 main:574] : INFO : Epoch 106 | loss: 0.00053626 | val_loss: 0.000540762 | Time: 5138.92 ms [2020-11-20 12:37:57 main:574] : INFO : Epoch 107 | loss: 0.000515339 | val_loss: 0.000518128 | Time: 5163.46 ms [2020-11-20 12:38:02 main:574] : INFO : Epoch 108 | loss: 0.000496242 | val_loss: 0.000499322 | Time: 5112.11 ms [2020-11-20 12:38:08 main:574] : INFO : Epoch 109 | loss: 0.000477305 | val_loss: 0.00048667 | Time: 5099.91 ms [2020-11-20 12:38:13 main:574] : INFO : Epoch 110 | loss: 0.000460007 | val_loss: 0.000474063 | Time: 5065.46 ms [2020-11-20 12:38:18 main:574] : INFO : Epoch 111 | loss: 0.000443042 | val_loss: 0.000445681 | Time: 5051.55 ms [2020-11-20 12:38:23 main:574] : INFO : Epoch 112 | loss: 0.000427306 | val_loss: 0.000437734 | Time: 5156.62 ms [2020-11-20 12:38:28 main:574] : INFO : Epoch 113 | loss: 0.000411583 | val_loss: 0.000416266 | Time: 5277.7 ms [2020-11-20 12:38:34 main:574] : INFO : Epoch 114 | loss: 0.000396966 | val_loss: 0.000410545 | Time: 5199.8 ms [2020-11-20 12:38:39 main:574] : INFO : Epoch 115 | loss: 0.000382524 | val_loss: 0.000394279 | Time: 5265.72 ms [2020-11-20 12:38:44 main:574] : INFO : Epoch 116 | loss: 0.000369161 | val_loss: 0.000375891 | Time: 5290.74 ms [2020-11-20 12:38:50 main:574] : INFO : Epoch 117 | loss: 0.000356884 | val_loss: 0.000367277 | Time: 5267.74 ms [2020-11-20 12:38:55 main:574] : INFO : Epoch 118 | loss: 0.000344889 | val_loss: 0.000354982 | Time: 5273.12 ms [2020-11-20 12:39:00 main:574] : INFO : Epoch 119 | loss: 0.000333351 | val_loss: 0.000346884 | Time: 5254.71 ms [2020-11-20 12:39:06 main:574] : INFO : Epoch 120 | loss: 0.000322634 | val_loss: 0.000330903 | Time: 5269.88 ms [2020-11-20 12:39:11 main:574] : INFO : Epoch 121 | loss: 0.000312422 | val_loss: 0.000321147 | Time: 5256.92 ms [2020-11-20 12:39:16 main:574] : INFO : Epoch 122 | loss: 0.000302363 | val_loss: 0.000313338 | Time: 5256 ms [2020-11-20 12:39:21 main:574] : INFO : Epoch 123 | loss: 0.00029338 | val_loss: 0.00030133 | Time: 5153.42 ms [2020-11-20 12:39:27 main:574] : INFO : Epoch 124 | loss: 0.000284043 | val_loss: 0.000292716 | Time: 5122.2 ms [2020-11-20 12:39:32 main:574] : INFO : Epoch 125 | loss: 0.000275841 | val_loss: 0.000285489 | Time: 5146.35 ms [2020-11-20 12:39:37 main:574] : INFO : Epoch 126 | loss: 0.000267027 | val_loss: 0.000276419 | Time: 5025.01 ms [2020-11-20 12:39:42 main:574] : INFO : Epoch 127 | loss: 0.000259424 | val_loss: 0.000262508 | Time: 5044.74 ms [2020-11-20 12:39:47 main:574] : INFO : Epoch 128 | loss: 0.000251816 | val_loss: 0.000261129 | Time: 5011.19 ms [2020-11-20 12:39:52 main:574] : INFO : Epoch 129 | loss: 0.000245244 | val_loss: 0.000249109 | Time: 5055.04 ms [2020-11-20 12:39:57 main:574] : INFO : Epoch 130 | loss: 0.000238856 | val_loss: 0.000243114 | Time: 5006.64 ms [2020-11-20 12:40:02 main:574] : INFO : Epoch 131 | loss: 0.000231903 | val_loss: 0.00023265 | Time: 5001.65 ms [2020-11-20 12:40:07 main:574] : INFO : Epoch 132 | loss: 0.00022485 | val_loss: 0.000226063 | Time: 5018.44 ms [2020-11-20 12:40:12 main:574] : INFO : Epoch 133 | loss: 0.00021882 | val_loss: 0.000224856 | Time: 5008.8 ms [2020-11-20 12:40:17 main:574] : INFO : Epoch 134 | loss: 0.000214211 | val_loss: 0.000219318 | Time: 5009.79 ms [2020-11-20 12:40:23 main:574] : INFO : Epoch 135 | loss: 0.000207833 | val_loss: 0.000217544 | Time: 5134.72 ms [2020-11-20 12:40:28 main:574] : INFO : Epoch 136 | loss: 0.000202285 | val_loss: 0.000209931 | Time: 5055.39 ms [2020-11-20 12:40:33 main:574] : INFO : Epoch 137 | loss: 0.00019755 | val_loss: 0.000202356 | Time: 5076.08 ms [2020-11-20 12:40:38 main:574] : INFO : Epoch 138 | loss: 0.000192755 | val_loss: 0.000193373 | Time: 5084.87 ms [2020-11-20 12:40:43 main:574] : INFO : Epoch 139 | loss: 0.000188028 | val_loss: 0.000189131 | Time: 5072.47 ms [2020-11-20 12:40:48 main:574] : INFO : Epoch 140 | loss: 0.000183036 | val_loss: 0.000186295 | Time: 5037.68 ms [2020-11-20 12:40:53 main:574] : INFO : Epoch 141 | loss: 0.000178654 | val_loss: 0.000181494 | Time: 5056.83 ms [2020-11-20 12:40:59 main:574] : INFO : Epoch 142 | loss: 0.000174375 | val_loss: 0.000176529 | Time: 5117.69 ms [2020-11-20 12:41:04 main:574] : INFO : Epoch 143 | loss: 0.000170467 | val_loss: 0.000172421 | Time: 5106.07 ms [2020-11-20 12:41:09 main:574] : INFO : Epoch 144 | loss: 0.000165655 | val_loss: 0.000168152 | Time: 5091.05 ms [2020-11-20 12:41:14 main:574] : INFO : Epoch 145 | loss: 0.000161819 | val_loss: 0.000162774 | Time: 5084.75 ms [2020-11-20 12:41:19 main:574] : INFO : Epoch 146 | loss: 0.000158568 | val_loss: 0.000159634 | Time: 5086.35 ms [2020-11-20 12:41:24 main:574] : INFO : Epoch 147 | loss: 0.0001546 | val_loss: 0.000155902 | Time: 5058.58 ms [2020-11-20 12:41:29 main:574] : INFO : Epoch 148 | loss: 0.000151009 | val_loss: 0.000152888 | Time: 5176.97 ms [2020-11-20 12:41:35 main:574] : INFO : Epoch 149 | loss: 0.000147486 | val_loss: 0.000148856 | Time: 5272.27 ms [2020-11-20 12:41:40 main:574] : INFO : Epoch 150 | loss: 0.000145099 | val_loss: 0.000147608 | Time: 5270.63 ms [2020-11-20 12:41:45 main:574] : INFO : Epoch 151 | loss: 0.000141571 | val_loss: 0.000142584 | Time: 5287.63 ms [2020-11-20 12:41:51 main:574] : INFO : Epoch 152 | loss: 0.000138397 | val_loss: 0.000140826 | Time: 5269.57 ms [2020-11-20 12:41:56 main:574] : INFO : Epoch 153 | loss: 0.000135814 | val_loss: 0.000139427 | Time: 5266.44 ms [2020-11-20 12:42:01 main:574] : INFO : Epoch 154 | loss: 0.000133086 | val_loss: 0.000134406 | Time: 5344.88 ms [2020-11-20 12:42:07 main:574] : INFO : Epoch 155 | loss: 0.00013017 | val_loss: 0.000131335 | Time: 5261.46 ms [2020-11-20 12:42:12 main:574] : INFO : Epoch 156 | loss: 0.00012741 | val_loss: 0.000128336 | Time: 5118.09 ms [2020-11-20 12:42:17 main:574] : INFO : Epoch 157 | loss: 0.000125035 | val_loss: 0.000128615 | Time: 5116.86 ms [2020-11-20 12:42:22 main:574] : INFO : Epoch 158 | loss: 0.000122444 | val_loss: 0.000125043 | Time: 5154.87 ms [2020-11-20 12:42:28 main:574] : INFO : Epoch 159 | loss: 0.000120417 | val_loss: 0.000121897 | Time: 5280.13 ms [2020-11-20 12:42:33 main:574] : INFO : Epoch 160 | loss: 0.000117887 | val_loss: 0.000120073 | Time: 5279.12 ms [2020-11-20 12:42:38 main:574] : INFO : Epoch 161 | loss: 0.000115957 | val_loss: 0.000120544 | Time: 5316.65 ms [2020-11-20 12:42:44 main:574] : INFO : Epoch 162 | loss: 0.000114792 | val_loss: 0.000115118 | Time: 5286.89 ms [2020-11-20 12:42:49 main:574] : INFO : Epoch 163 | loss: 0.000111581 | val_loss: 0.000114355 | Time: 5177.55 ms [2020-11-20 12:42:54 main:574] : INFO : Epoch 164 | loss: 0.000109957 | val_loss: 0.000110554 | Time: 5057.12 ms [2020-11-20 12:42:59 main:574] : INFO : Epoch 165 | loss: 0.000108063 | val_loss: 0.000109083 | Time: 5056.16 ms [2020-11-20 12:43:04 main:574] : INFO : Epoch 166 | loss: 0.000106756 | val_loss: 0.000109084 | Time: 5086.14 ms [2020-11-20 12:43:10 main:574] : INFO : Epoch 167 | loss: 0.000104339 | val_loss: 0.00010554 | Time: 5081.6 ms [2020-11-20 12:43:15 main:574] : INFO : Epoch 168 | loss: 0.000102302 | val_loss: 0.000104267 | Time: 5068.4 ms [2020-11-20 12:43:20 main:574] : INFO : Epoch 169 | loss: 0.000100734 | val_loss: 0.00010359 | Time: 5076.04 ms [2020-11-20 12:43:25 main:574] : INFO : Epoch 170 | loss: 9.94043e-05 | val_loss: 0.000100189 | Time: 5236.73 ms [2020-11-20 12:43:30 main:574] : INFO : Epoch 171 | loss: 9.76313e-05 | val_loss: 9.94112e-05 | Time: 5197.76 ms [2020-11-20 12:43:36 main:574] : INFO : Epoch 172 | loss: 9.60302e-05 | val_loss: 9.82586e-05 | Time: 5086.65 ms [2020-11-20 12:43:41 main:574] : INFO : Epoch 173 | loss: 9.51011e-05 | val_loss: 9.70831e-05 | Time: 5125.12 ms [2020-11-20 12:43:46 main:574] : INFO : Epoch 174 | loss: 9.3555e-05 | val_loss: 9.55723e-05 | Time: 5146.88 ms [2020-11-20 12:43:51 main:574] : INFO : Epoch 175 | loss: 9.19047e-05 | val_loss: 9.38827e-05 | Time: 5254.97 ms [2020-11-20 12:43:57 main:574] : INFO : Epoch 176 | loss: 9.01457e-05 | val_loss: 9.27294e-05 | Time: 5228.9 ms [2020-11-20 12:44:02 main:574] : INFO : Epoch 177 | loss: 8.95588e-05 | val_loss: 9.06913e-05 | Time: 5142.86 ms [2020-11-20 12:44:07 main:574] : INFO : Epoch 178 | loss: 8.86037e-05 | val_loss: 8.8832e-05 | Time: 5115.27 ms [2020-11-20 12:44:12 main:574] : INFO : Epoch 179 | loss: 8.64263e-05 | val_loss: 8.77532e-05 | Time: 5177.64 ms [2020-11-20 12:44:17 main:574] : INFO : Epoch 180 | loss: 8.54801e-05 | val_loss: 8.71035e-05 | Time: 5177.61 ms [2020-11-20 12:44:23 main:574] : INFO : Epoch 181 | loss: 8.46452e-05 | val_loss: 8.57956e-05 | Time: 5178.4 ms [2020-11-20 12:44:28 main:574] : INFO : Epoch 182 | loss: 8.31219e-05 | val_loss: 8.45441e-05 | Time: 5130.74 ms [2020-11-20 12:44:33 main:574] : INFO : Epoch 183 | loss: 8.19224e-05 | val_loss: 8.35036e-05 | Time: 5090.64 ms [2020-11-20 12:44:38 main:574] : INFO : Epoch 184 | loss: 8.11966e-05 | val_loss: 8.2516e-05 | Time: 5080.25 ms [2020-11-20 12:44:43 main:574] : INFO : Epoch 185 | loss: 7.95225e-05 | val_loss: 8.31727e-05 | Time: 5079.27 ms [2020-11-20 12:44:49 main:574] : INFO : Epoch 186 | loss: 7.92397e-05 | val_loss: 8.22405e-05 | Time: 5132.39 ms [2020-11-20 12:44:54 main:574] : INFO : Epoch 187 | loss: 7.8506e-05 | val_loss: 7.90589e-05 | Time: 5265.71 ms [2020-11-20 12:44:59 main:574] : INFO : Epoch 188 | loss: 7.68417e-05 | val_loss: 7.83223e-05 | Time: 5260.47 ms [2020-11-20 12:45:04 main:574] : INFO : Epoch 189 | loss: 7.59273e-05 | val_loss: 7.78167e-05 | Time: 5171.92 ms [2020-11-20 12:45:10 main:574] : INFO : Epoch 190 | loss: 7.50634e-05 | val_loss: 7.66757e-05 | Time: 5049.47 ms [2020-11-20 12:45:15 main:574] : INFO : Epoch 191 | loss: 7.39106e-05 | val_loss: 7.66428e-05 | Time: 5021.46 ms [2020-11-20 12:45:20 main:574] : INFO : Epoch 192 | loss: 7.35257e-05 | val_loss: 7.57702e-05 | Time: 5027.99 ms [2020-11-20 12:45:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 7.57702e-05 [2020-11-20 12:45:20 main:603] : INFO : Saving end state to config to file [2020-11-20 12:45:20 main:608] : INFO : Success, exiting.. 12:45:20 (16440): 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)