Task 2942052
| Name | rand_automata_0055-1605425205-15781-0_0 |
| Workunit | 1326810 |
| Created | 15 Nov 2020, 7:26:47 UTC |
| Sent | 18 Nov 2020, 12:17:20 UTC |
| Report deadline | 26 Nov 2020, 12:17:20 UTC |
| Received | 18 Nov 2020, 16:39:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3682 |
| Run time | 14 min 44 sec |
| CPU time | 13 min 22 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 11,978.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.50 GB |
| Peak swap size | 3.25 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1080 Ti) [2020-11-18 07:19:43 main:435] : INFO : Set logging level to 1 [2020-11-18 07:19:43 main:441] : INFO : Running in BOINC Client mode [2020-11-18 07:19:43 main:444] : INFO : Resolving all filenames [2020-11-18 07:19:43 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0055-train-val-dataset.hdf5 (exists = 1) [2020-11-18 07:19:43 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0055-1605425205-15781-0_0_r340377052_1 (exists = 0) [2020-11-18 07:19:43 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0055-1605425205-15781-0_0_r340377052_0 (exists = 0) [2020-11-18 07:19:43 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-18 07:19:43 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-18 07:19:43 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0055-train-val-dataset.hdf5 [2020-11-18 07:19:44 main:474] : INFO : Configuration: [2020-11-18 07:19:44 main:475] : INFO : Model type: LSTM [2020-11-18 07:19:44 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-18 07:19:44 main:477] : INFO : Max Epochs: 192 [2020-11-18 07:19:44 main:478] : INFO : Batch Size: 32 [2020-11-18 07:19:44 main:479] : INFO : Learning Rate: 0.001 [2020-11-18 07:19:44 main:480] : INFO : Patience: 10 [2020-11-18 07:19:44 main:481] : INFO : Hidden Width: 64 [2020-11-18 07:19:44 main:482] : INFO : # Recurrent Layers: 4 [2020-11-18 07:19:44 main:483] : INFO : # Backend Layers: 2 [2020-11-18 07:19:44 main:484] : INFO : # Threads: 1 [2020-11-18 07:19:44 main:486] : INFO : Preparing Dataset [2020-11-18 07:19:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0055-train-val-dataset.hdf5 into memory [2020-11-18 07:19:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0055-train-val-dataset.hdf5 into memory [2020-11-18 07:19:46 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-18 07:19:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0055-train-val-dataset.hdf5 into memory [2020-11-18 07:19:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0055-train-val-dataset.hdf5 into memory [2020-11-18 07:19:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-18 07:19:46 main:494] : INFO : Creating Model [2020-11-18 07:19:46 main:507] : INFO : Preparing config file [2020-11-18 07:19:46 main:519] : INFO : Creating new config file [2020-11-18 07:19:47 main:559] : INFO : Loading DataLoader into Memory [2020-11-18 07:19:48 main:562] : INFO : Starting Training [2020-11-18 07:19:53 main:574] : INFO : Epoch 1 | loss: 0.0653235 | val_loss: 0.0650687 | Time: 4583.27 ms [2020-11-18 07:19:57 main:574] : INFO : Epoch 2 | loss: 0.0635569 | val_loss: 0.0611555 | Time: 4209.87 ms [2020-11-18 07:20:01 main:574] : INFO : Epoch 3 | loss: 0.0598802 | val_loss: 0.0587298 | Time: 4222.1 ms [2020-11-18 07:20:06 main:574] : INFO : Epoch 4 | loss: 0.0576919 | val_loss: 0.0564895 | Time: 4235.2 ms [2020-11-18 07:20:10 main:574] : INFO : Epoch 5 | loss: 0.0556615 | val_loss: 0.0547448 | Time: 4222.52 ms [2020-11-18 07:20:14 main:574] : INFO : Epoch 6 | loss: 0.054111 | val_loss: 0.0533892 | Time: 4192.79 ms [2020-11-18 07:20:18 main:574] : INFO : Epoch 7 | loss: 0.0528478 | val_loss: 0.0524076 | Time: 4255.25 ms [2020-11-18 07:20:23 main:574] : INFO : Epoch 8 | loss: 0.0517208 | val_loss: 0.0513207 | Time: 4217 ms [2020-11-18 07:20:27 main:574] : INFO : Epoch 9 | loss: 0.0506873 | val_loss: 0.0502235 | Time: 4169.09 ms [2020-11-18 07:20:31 main:574] : INFO : Epoch 10 | loss: 0.049626 | val_loss: 0.049308 | Time: 4221.85 ms [2020-11-18 07:20:35 main:574] : INFO : Epoch 11 | loss: 0.0485173 | val_loss: 0.0482974 | Time: 4208.42 ms [2020-11-18 07:20:40 main:574] : INFO : Epoch 12 | loss: 0.0473265 | val_loss: 0.0469553 | Time: 4232.71 ms [2020-11-18 07:20:44 main:574] : INFO : Epoch 13 | loss: 0.0459826 | val_loss: 0.045516 | Time: 4270.6 ms [2020-11-18 07:20:48 main:574] : INFO : Epoch 14 | loss: 0.0444091 | val_loss: 0.04397 | Time: 4235.03 ms [2020-11-18 07:20:53 main:574] : INFO : Epoch 15 | loss: 0.0426299 | val_loss: 0.0428168 | Time: 4227.72 ms [2020-11-18 07:20:57 main:574] : INFO : Epoch 16 | loss: 0.0402312 | val_loss: 0.0398105 | Time: 4254.19 ms [2020-11-18 07:21:01 main:574] : INFO : Epoch 17 | loss: 0.0376408 | val_loss: 0.0378112 | Time: 4264.61 ms [2020-11-18 07:21:06 main:574] : INFO : Epoch 18 | loss: 0.0349129 | val_loss: 0.0352854 | Time: 4217.73 ms [2020-11-18 07:21:10 main:574] : INFO : Epoch 19 | loss: 0.0320217 | val_loss: 0.0323084 | Time: 4221.69 ms [2020-11-18 07:21:14 main:574] : INFO : Epoch 20 | loss: 0.0296768 | val_loss: 0.0298051 | Time: 4243.93 ms [2020-11-18 07:21:19 main:574] : INFO : Epoch 21 | loss: 0.0255535 | val_loss: 0.0242276 | Time: 4445.31 ms [2020-11-18 07:21:23 main:574] : INFO : Epoch 22 | loss: 0.0250245 | val_loss: 0.0253889 | Time: 4227.52 ms [2020-11-18 07:21:27 main:574] : INFO : Epoch 23 | loss: 0.0298037 | val_loss: 0.0345124 | Time: 4222.62 ms [2020-11-18 07:21:32 main:574] : INFO : Epoch 24 | loss: 0.0244608 | val_loss: 0.0213869 | Time: 4275.34 ms [2020-11-18 07:21:36 main:574] : INFO : Epoch 25 | loss: 0.0226457 | val_loss: 0.0219544 | Time: 4249.97 ms [2020-11-18 07:21:40 main:574] : INFO : Epoch 26 | loss: 0.0193547 | val_loss: 0.0159415 | Time: 4248.95 ms [2020-11-18 07:21:44 main:574] : INFO : Epoch 27 | loss: 0.0140112 | val_loss: 0.0147791 | Time: 4182.2 ms [2020-11-18 07:21:49 main:574] : INFO : Epoch 28 | loss: 0.0158701 | val_loss: 0.0155237 | Time: 4211.14 ms [2020-11-18 07:21:53 main:574] : INFO : Epoch 29 | loss: 0.0121168 | val_loss: 0.0113705 | Time: 4228.11 ms [2020-11-18 07:21:57 main:574] : INFO : Epoch 30 | loss: 0.0100716 | val_loss: 0.0103545 | Time: 4257.31 ms [2020-11-18 07:22:02 main:574] : INFO : Epoch 31 | loss: 0.0155871 | val_loss: 0.0124332 | Time: 4218.57 ms [2020-11-18 07:22:06 main:574] : INFO : Epoch 32 | loss: 0.0105515 | val_loss: 0.0092409 | Time: 4218.58 ms [2020-11-18 07:22:10 main:574] : INFO : Epoch 33 | loss: 0.00867749 | val_loss: 0.00860328 | Time: 4225.68 ms [2020-11-18 07:22:15 main:574] : INFO : Epoch 34 | loss: 0.00846791 | val_loss: 0.012986 | Time: 4195.41 ms [2020-11-18 07:22:19 main:574] : INFO : Epoch 35 | loss: 0.0340767 | val_loss: 0.0566279 | Time: 4141.89 ms [2020-11-18 07:22:23 main:574] : INFO : Epoch 36 | loss: 0.0514901 | val_loss: 0.0426682 | Time: 4264.51 ms [2020-11-18 07:22:27 main:574] : INFO : Epoch 37 | loss: 0.0255892 | val_loss: 0.0138251 | Time: 4165.69 ms [2020-11-18 07:22:32 main:574] : INFO : Epoch 38 | loss: 0.0110187 | val_loss: 0.00942388 | Time: 4180.2 ms [2020-11-18 07:22:36 main:574] : INFO : Epoch 39 | loss: 0.00822477 | val_loss: 0.00822266 | Time: 4243.66 ms [2020-11-18 07:22:40 main:574] : INFO : Epoch 40 | loss: 0.00748868 | val_loss: 0.00761631 | Time: 4220.94 ms [2020-11-18 07:22:45 main:574] : INFO : Epoch 41 | loss: 0.00701161 | val_loss: 0.00711123 | Time: 4212.84 ms [2020-11-18 07:22:49 main:574] : INFO : Epoch 42 | loss: 0.00668401 | val_loss: 0.0068023 | Time: 4172.79 ms [2020-11-18 07:22:53 main:574] : INFO : Epoch 43 | loss: 0.00639554 | val_loss: 0.00652829 | Time: 4219.35 ms [2020-11-18 07:22:57 main:574] : INFO : Epoch 44 | loss: 0.00613425 | val_loss: 0.00628458 | Time: 4241.35 ms [2020-11-18 07:23:02 main:574] : INFO : Epoch 45 | loss: 0.00594417 | val_loss: 0.00613947 | Time: 4222.99 ms [2020-11-18 07:23:06 main:574] : INFO : Epoch 46 | loss: 0.00570398 | val_loss: 0.00583943 | Time: 4217.24 ms [2020-11-18 07:23:10 main:574] : INFO : Epoch 47 | loss: 0.00548473 | val_loss: 0.00562651 | Time: 4216.14 ms [2020-11-18 07:23:14 main:574] : INFO : Epoch 48 | loss: 0.00528861 | val_loss: 0.00537232 | Time: 4222.87 ms [2020-11-18 07:23:19 main:574] : INFO : Epoch 49 | loss: 0.00510335 | val_loss: 0.00517056 | Time: 4231.44 ms [2020-11-18 07:23:23 main:574] : INFO : Epoch 50 | loss: 0.00493513 | val_loss: 0.00672366 | Time: 4200.94 ms [2020-11-18 07:23:27 main:574] : INFO : Epoch 51 | loss: 0.00499165 | val_loss: 0.00491867 | Time: 4180.82 ms [2020-11-18 07:23:32 main:574] : INFO : Epoch 52 | loss: 0.00459277 | val_loss: 0.00464827 | Time: 4199.65 ms [2020-11-18 07:23:36 main:574] : INFO : Epoch 53 | loss: 0.00445122 | val_loss: 0.00450507 | Time: 4300.75 ms [2020-11-18 07:23:40 main:574] : INFO : Epoch 54 | loss: 0.00426561 | val_loss: 0.00433966 | Time: 4213.12 ms [2020-11-18 07:23:45 main:574] : INFO : Epoch 55 | loss: 0.00411179 | val_loss: 0.00418449 | Time: 4244.3 ms [2020-11-18 07:23:49 main:574] : INFO : Epoch 56 | loss: 0.00396154 | val_loss: 0.00401344 | Time: 4235.68 ms [2020-11-18 07:23:53 main:574] : INFO : Epoch 57 | loss: 0.0038096 | val_loss: 0.00380283 | Time: 4215.62 ms [2020-11-18 07:23:57 main:574] : INFO : Epoch 58 | loss: 0.00366736 | val_loss: 0.00365925 | Time: 4219.38 ms [2020-11-18 07:24:02 main:574] : INFO : Epoch 59 | loss: 0.00353043 | val_loss: 0.00351386 | Time: 4199.74 ms [2020-11-18 07:24:06 main:574] : INFO : Epoch 60 | loss: 0.00339498 | val_loss: 0.00337822 | Time: 4259.69 ms [2020-11-18 07:24:10 main:574] : INFO : Epoch 61 | loss: 0.00326353 | val_loss: 0.00324324 | Time: 4240.94 ms [2020-11-18 07:24:15 main:574] : INFO : Epoch 62 | loss: 0.00313603 | val_loss: 0.00311576 | Time: 4249.41 ms [2020-11-18 07:24:19 main:574] : INFO : Epoch 63 | loss: 0.00301207 | val_loss: 0.00298507 | Time: 4247.53 ms [2020-11-18 07:24:23 main:574] : INFO : Epoch 64 | loss: 0.00289135 | val_loss: 0.00286621 | Time: 4188.87 ms [2020-11-18 07:24:27 main:574] : INFO : Epoch 65 | loss: 0.0027733 | val_loss: 0.0027345 | Time: 4275.84 ms [2020-11-18 07:24:32 main:574] : INFO : Epoch 66 | loss: 0.00265952 | val_loss: 0.00261796 | Time: 4239.4 ms [2020-11-18 07:24:36 main:574] : INFO : Epoch 67 | loss: 0.00254756 | val_loss: 0.00251109 | Time: 4233.27 ms [2020-11-18 07:24:40 main:574] : INFO : Epoch 68 | loss: 0.0024411 | val_loss: 0.00240065 | Time: 4283.03 ms [2020-11-18 07:24:45 main:574] : INFO : Epoch 69 | loss: 0.00233713 | val_loss: 0.00230056 | Time: 4241.8 ms [2020-11-18 07:24:49 main:574] : INFO : Epoch 70 | loss: 0.00223771 | val_loss: 0.00220107 | Time: 4205.99 ms [2020-11-18 07:24:53 main:574] : INFO : Epoch 71 | loss: 0.00214202 | val_loss: 0.00210427 | Time: 4246.6 ms [2020-11-18 07:24:58 main:574] : INFO : Epoch 72 | loss: 0.00204839 | val_loss: 0.00201181 | Time: 4236.25 ms [2020-11-18 07:25:02 main:574] : INFO : Epoch 73 | loss: 0.00195811 | val_loss: 0.00192162 | Time: 4240.41 ms [2020-11-18 07:25:06 main:574] : INFO : Epoch 74 | loss: 0.001872 | val_loss: 0.00183757 | Time: 4242.43 ms [2020-11-18 07:25:11 main:574] : INFO : Epoch 75 | loss: 0.00178935 | val_loss: 0.00175637 | Time: 4283.5 ms [2020-11-18 07:25:15 main:574] : INFO : Epoch 76 | loss: 0.00171036 | val_loss: 0.00167496 | Time: 4205.83 ms [2020-11-18 07:25:19 main:574] : INFO : Epoch 77 | loss: 0.00163341 | val_loss: 0.00160013 | Time: 4190.46 ms [2020-11-18 07:25:23 main:574] : INFO : Epoch 78 | loss: 0.00156034 | val_loss: 0.00152741 | Time: 4236.29 ms [2020-11-18 07:25:28 main:574] : INFO : Epoch 79 | loss: 0.00148879 | val_loss: 0.00145567 | Time: 4231.45 ms [2020-11-18 07:25:32 main:574] : INFO : Epoch 80 | loss: 0.00142044 | val_loss: 0.00139248 | Time: 4231.23 ms [2020-11-18 07:25:36 main:574] : INFO : Epoch 81 | loss: 0.00135634 | val_loss: 0.00132777 | Time: 4220.03 ms [2020-11-18 07:25:41 main:574] : INFO : Epoch 82 | loss: 0.00129332 | val_loss: 0.00126559 | Time: 4168.58 ms [2020-11-18 07:25:45 main:574] : INFO : Epoch 83 | loss: 0.0012338 | val_loss: 0.00120873 | Time: 4219.96 ms [2020-11-18 07:25:49 main:574] : INFO : Epoch 84 | loss: 0.00117725 | val_loss: 0.00115239 | Time: 4227.59 ms [2020-11-18 07:25:53 main:574] : INFO : Epoch 85 | loss: 0.00112331 | val_loss: 0.00109683 | Time: 4199.34 ms [2020-11-18 07:25:58 main:574] : INFO : Epoch 86 | loss: 0.00107185 | val_loss: 0.00104936 | Time: 4236.84 ms [2020-11-18 07:26:02 main:574] : INFO : Epoch 87 | loss: 0.00102359 | val_loss: 0.000999614 | Time: 4238.34 ms [2020-11-18 07:26:06 main:574] : INFO : Epoch 88 | loss: 0.000977466 | val_loss: 0.000957059 | Time: 4229.59 ms [2020-11-18 07:26:11 main:574] : INFO : Epoch 89 | loss: 0.000933463 | val_loss: 0.000913266 | Time: 4216.47 ms [2020-11-18 07:26:15 main:574] : INFO : Epoch 90 | loss: 0.000891576 | val_loss: 0.000872621 | Time: 4289.25 ms [2020-11-18 07:26:19 main:574] : INFO : Epoch 91 | loss: 0.000851626 | val_loss: 0.000834387 | Time: 4242.67 ms [2020-11-18 07:26:24 main:574] : INFO : Epoch 92 | loss: 0.000814716 | val_loss: 0.000795786 | Time: 4236.54 ms [2020-11-18 07:26:28 main:574] : INFO : Epoch 93 | loss: 0.000778446 | val_loss: 0.00076036 | Time: 4177.58 ms [2020-11-18 07:26:32 main:574] : INFO : Epoch 94 | loss: 0.000744443 | val_loss: 0.000729709 | Time: 4249.04 ms [2020-11-18 07:26:36 main:574] : INFO : Epoch 95 | loss: 0.000711673 | val_loss: 0.000696495 | Time: 4227.39 ms [2020-11-18 07:26:41 main:574] : INFO : Epoch 96 | loss: 0.00068068 | val_loss: 0.000668889 | Time: 4238.28 ms [2020-11-18 07:26:45 main:574] : INFO : Epoch 97 | loss: 0.000651036 | val_loss: 0.000637369 | Time: 4258.21 ms [2020-11-18 07:26:49 main:574] : INFO : Epoch 98 | loss: 0.000622549 | val_loss: 0.000608027 | Time: 4148.02 ms [2020-11-18 07:26:54 main:574] : INFO : Epoch 99 | loss: 0.000596515 | val_loss: 0.000584319 | Time: 4176.57 ms [2020-11-18 07:26:58 main:574] : INFO : Epoch 100 | loss: 0.000571245 | val_loss: 0.000558749 | Time: 4284.6 ms [2020-11-18 07:27:02 main:574] : INFO : Epoch 101 | loss: 0.000545981 | val_loss: 0.000533799 | Time: 4184.6 ms [2020-11-18 07:27:06 main:574] : INFO : Epoch 102 | loss: 0.000524145 | val_loss: 0.000513335 | Time: 4183.02 ms [2020-11-18 07:27:11 main:574] : INFO : Epoch 103 | loss: 0.000502554 | val_loss: 0.000495114 | Time: 4280.89 ms [2020-11-18 07:27:15 main:574] : INFO : Epoch 104 | loss: 0.00048154 | val_loss: 0.000474107 | Time: 4236.07 ms [2020-11-18 07:27:19 main:574] : INFO : Epoch 105 | loss: 0.000462183 | val_loss: 0.000451685 | Time: 4248.1 ms [2020-11-18 07:27:24 main:574] : INFO : Epoch 106 | loss: 0.00044239 | val_loss: 0.000434417 | Time: 4243.61 ms [2020-11-18 07:27:28 main:574] : INFO : Epoch 107 | loss: 0.000425124 | val_loss: 0.000418009 | Time: 4233.61 ms [2020-11-18 07:27:32 main:574] : INFO : Epoch 108 | loss: 0.0004075 | val_loss: 0.000400127 | Time: 4238.04 ms [2020-11-18 07:27:37 main:574] : INFO : Epoch 109 | loss: 0.000392445 | val_loss: 0.000384841 | Time: 4176.43 ms [2020-11-18 07:27:41 main:574] : INFO : Epoch 110 | loss: 0.000376438 | val_loss: 0.000367911 | Time: 4227.77 ms [2020-11-18 07:27:45 main:574] : INFO : Epoch 111 | loss: 0.000361277 | val_loss: 0.00035626 | Time: 4225.29 ms [2020-11-18 07:27:50 main:574] : INFO : Epoch 112 | loss: 0.000347484 | val_loss: 0.000341327 | Time: 4265.05 ms [2020-11-18 07:27:54 main:574] : INFO : Epoch 113 | loss: 0.000334154 | val_loss: 0.000329814 | Time: 4190.95 ms [2020-11-18 07:27:58 main:574] : INFO : Epoch 114 | loss: 0.000321526 | val_loss: 0.000315041 | Time: 4184.41 ms [2020-11-18 07:28:02 main:574] : INFO : Epoch 115 | loss: 0.00030911 | val_loss: 0.000305118 | Time: 4227.39 ms [2020-11-18 07:28:07 main:574] : INFO : Epoch 116 | loss: 0.000297725 | val_loss: 0.000291742 | Time: 4223.47 ms [2020-11-18 07:28:11 main:574] : INFO : Epoch 117 | loss: 0.000286773 | val_loss: 0.00028256 | Time: 4247.14 ms [2020-11-18 07:28:15 main:574] : INFO : Epoch 118 | loss: 0.000276708 | val_loss: 0.000272353 | Time: 4229.03 ms [2020-11-18 07:28:20 main:574] : INFO : Epoch 119 | loss: 0.000267095 | val_loss: 0.000261877 | Time: 4138.8 ms [2020-11-18 07:28:24 main:574] : INFO : Epoch 120 | loss: 0.000257303 | val_loss: 0.000253443 | Time: 4222.35 ms [2020-11-18 07:28:28 main:574] : INFO : Epoch 121 | loss: 0.00024851 | val_loss: 0.00024396 | Time: 4222.98 ms [2020-11-18 07:28:32 main:574] : INFO : Epoch 122 | loss: 0.000239692 | val_loss: 0.000236245 | Time: 4216.14 ms [2020-11-18 07:28:37 main:574] : INFO : Epoch 123 | loss: 0.000232115 | val_loss: 0.000227927 | Time: 4251.9 ms [2020-11-18 07:28:41 main:574] : INFO : Epoch 124 | loss: 0.000224413 | val_loss: 0.00021971 | Time: 4185.57 ms [2020-11-18 07:28:45 main:574] : INFO : Epoch 125 | loss: 0.000216579 | val_loss: 0.000212505 | Time: 4252.08 ms [2020-11-18 07:28:50 main:574] : INFO : Epoch 126 | loss: 0.00020918 | val_loss: 0.000205492 | Time: 4189.79 ms [2020-11-18 07:28:54 main:574] : INFO : Epoch 127 | loss: 0.000203143 | val_loss: 0.00019956 | Time: 4228.07 ms [2020-11-18 07:28:58 main:574] : INFO : Epoch 128 | loss: 0.000196449 | val_loss: 0.000193833 | Time: 4168.37 ms [2020-11-18 07:29:03 main:574] : INFO : Epoch 129 | loss: 0.000190128 | val_loss: 0.000187222 | Time: 4254.83 ms [2020-11-18 07:29:07 main:574] : INFO : Epoch 130 | loss: 0.000184617 | val_loss: 0.000184539 | Time: 4219.17 ms [2020-11-18 07:29:11 main:574] : INFO : Epoch 131 | loss: 0.000178897 | val_loss: 0.000176556 | Time: 4192.33 ms [2020-11-18 07:29:16 main:574] : INFO : Epoch 132 | loss: 0.000173022 | val_loss: 0.000170595 | Time: 4278.31 ms [2020-11-18 07:29:20 main:574] : INFO : Epoch 133 | loss: 0.000168158 | val_loss: 0.000167442 | Time: 4277.97 ms [2020-11-18 07:29:24 main:574] : INFO : Epoch 134 | loss: 0.000163046 | val_loss: 0.000164253 | Time: 4234.87 ms [2020-11-18 07:29:29 main:574] : INFO : Epoch 135 | loss: 0.000158766 | val_loss: 0.000154904 | Time: 4205.27 ms [2020-11-18 07:29:33 main:574] : INFO : Epoch 136 | loss: 0.000154224 | val_loss: 0.000151979 | Time: 4225.79 ms [2020-11-18 07:29:37 main:574] : INFO : Epoch 137 | loss: 0.000149542 | val_loss: 0.00014862 | Time: 4277.5 ms [2020-11-18 07:29:42 main:574] : INFO : Epoch 138 | loss: 0.000145221 | val_loss: 0.000145611 | Time: 4261.87 ms [2020-11-18 07:29:46 main:574] : INFO : Epoch 139 | loss: 0.000141508 | val_loss: 0.000139892 | Time: 4258.05 ms [2020-11-18 07:29:50 main:574] : INFO : Epoch 140 | loss: 0.000137758 | val_loss: 0.00013673 | Time: 4280.74 ms [2020-11-18 07:29:55 main:574] : INFO : Epoch 141 | loss: 0.000134088 | val_loss: 0.000131223 | Time: 4209.09 ms [2020-11-18 07:29:59 main:574] : INFO : Epoch 142 | loss: 0.00013043 | val_loss: 0.000131382 | Time: 4169.17 ms [2020-11-18 07:30:03 main:574] : INFO : Epoch 143 | loss: 0.000127549 | val_loss: 0.000126173 | Time: 4291.08 ms [2020-11-18 07:30:08 main:574] : INFO : Epoch 144 | loss: 0.000123757 | val_loss: 0.000121778 | Time: 4237.27 ms [2020-11-18 07:30:12 main:574] : INFO : Epoch 145 | loss: 0.000120524 | val_loss: 0.000122475 | Time: 4200.42 ms [2020-11-18 07:30:16 main:574] : INFO : Epoch 146 | loss: 0.000117557 | val_loss: 0.00011605 | Time: 4190.43 ms [2020-11-18 07:30:20 main:574] : INFO : Epoch 147 | loss: 0.000114504 | val_loss: 0.000114864 | Time: 4220.97 ms [2020-11-18 07:30:25 main:574] : INFO : Epoch 148 | loss: 0.000112197 | val_loss: 0.000110353 | Time: 4232.98 ms [2020-11-18 07:30:29 main:574] : INFO : Epoch 149 | loss: 0.000109987 | val_loss: 0.000109057 | Time: 4247.21 ms [2020-11-18 07:30:33 main:574] : INFO : Epoch 150 | loss: 0.000106645 | val_loss: 0.000105341 | Time: 4235.69 ms [2020-11-18 07:30:38 main:574] : INFO : Epoch 151 | loss: 0.000104687 | val_loss: 0.000103851 | Time: 4269.32 ms [2020-11-18 07:30:42 main:574] : INFO : Epoch 152 | loss: 0.000102216 | val_loss: 0.00010311 | Time: 4196.12 ms [2020-11-18 07:30:46 main:574] : INFO : Epoch 153 | loss: 9.99755e-05 | val_loss: 9.96698e-05 | Time: 4166.25 ms [2020-11-18 07:30:50 main:574] : INFO : Epoch 154 | loss: 9.78437e-05 | val_loss: 9.69642e-05 | Time: 4219.86 ms [2020-11-18 07:30:55 main:574] : INFO : Epoch 155 | loss: 9.57539e-05 | val_loss: 9.46295e-05 | Time: 4160.62 ms [2020-11-18 07:30:59 main:574] : INFO : Epoch 156 | loss: 9.37274e-05 | val_loss: 9.38628e-05 | Time: 4225.81 ms [2020-11-18 07:31:03 main:574] : INFO : Epoch 157 | loss: 9.1305e-05 | val_loss: 9.102e-05 | Time: 4333.64 ms [2020-11-18 07:31:08 main:574] : INFO : Epoch 158 | loss: 8.95908e-05 | val_loss: 8.90666e-05 | Time: 4254.91 ms [2020-11-18 07:31:12 main:574] : INFO : Epoch 159 | loss: 8.76562e-05 | val_loss: 8.65307e-05 | Time: 4201.01 ms [2020-11-18 07:31:16 main:574] : INFO : Epoch 160 | loss: 8.62351e-05 | val_loss: 8.63559e-05 | Time: 4279.87 ms [2020-11-18 07:31:21 main:574] : INFO : Epoch 161 | loss: 8.45297e-05 | val_loss: 8.35353e-05 | Time: 4191.31 ms [2020-11-18 07:31:25 main:574] : INFO : Epoch 162 | loss: 8.29968e-05 | val_loss: 8.14814e-05 | Time: 4204.71 ms [2020-11-18 07:31:29 main:574] : INFO : Epoch 163 | loss: 8.1125e-05 | val_loss: 8.01137e-05 | Time: 4238.41 ms [2020-11-18 07:31:34 main:574] : INFO : Epoch 164 | loss: 7.94679e-05 | val_loss: 7.87558e-05 | Time: 4204.86 ms [2020-11-18 07:31:38 main:574] : INFO : Epoch 165 | loss: 7.8088e-05 | val_loss: 7.70486e-05 | Time: 4178.12 ms [2020-11-18 07:31:42 main:574] : INFO : Epoch 166 | loss: 7.68657e-05 | val_loss: 7.78239e-05 | Time: 4203.74 ms [2020-11-18 07:31:46 main:574] : INFO : Epoch 167 | loss: 7.52766e-05 | val_loss: 7.43567e-05 | Time: 4225.18 ms [2020-11-18 07:31:51 main:574] : INFO : Epoch 168 | loss: 7.39998e-05 | val_loss: 7.34554e-05 | Time: 4201.96 ms [2020-11-18 07:31:55 main:574] : INFO : Epoch 169 | loss: 7.24496e-05 | val_loss: 7.2969e-05 | Time: 4210.28 ms [2020-11-18 07:31:59 main:574] : INFO : Epoch 170 | loss: 7.1705e-05 | val_loss: 7.18239e-05 | Time: 4242.72 ms [2020-11-18 07:32:04 main:574] : INFO : Epoch 171 | loss: 7.01929e-05 | val_loss: 6.96567e-05 | Time: 4247.92 ms [2020-11-18 07:32:08 main:574] : INFO : Epoch 172 | loss: 6.87472e-05 | val_loss: 6.92669e-05 | Time: 4267.91 ms [2020-11-18 07:32:12 main:574] : INFO : Epoch 173 | loss: 6.76377e-05 | val_loss: 6.78822e-05 | Time: 4193.77 ms [2020-11-18 07:32:17 main:574] : INFO : Epoch 174 | loss: 6.6924e-05 | val_loss: 6.64479e-05 | Time: 4212.16 ms [2020-11-18 07:32:21 main:574] : INFO : Epoch 175 | loss: 6.54981e-05 | val_loss: 6.66454e-05 | Time: 4252.45 ms [2020-11-18 07:32:25 main:574] : INFO : Epoch 176 | loss: 6.44844e-05 | val_loss: 6.44384e-05 | Time: 4191.58 ms [2020-11-18 07:32:29 main:574] : INFO : Epoch 177 | loss: 6.34108e-05 | val_loss: 6.29499e-05 | Time: 4211.76 ms [2020-11-18 07:32:34 main:574] : INFO : Epoch 178 | loss: 6.24154e-05 | val_loss: 6.28139e-05 | Time: 4194.4 ms [2020-11-18 07:32:38 main:574] : INFO : Epoch 179 | loss: 6.14802e-05 | val_loss: 6.13152e-05 | Time: 4300.12 ms [2020-11-18 07:32:42 main:574] : INFO : Epoch 180 | loss: 6.02373e-05 | val_loss: 6.06433e-05 | Time: 4250.22 ms [2020-11-18 07:32:47 main:574] : INFO : Epoch 181 | loss: 5.93613e-05 | val_loss: 6.0985e-05 | Time: 4181.07 ms [2020-11-18 07:32:51 main:574] : INFO : Epoch 182 | loss: 5.85662e-05 | val_loss: 5.83384e-05 | Time: 4258.03 ms [2020-11-18 07:32:55 main:574] : INFO : Epoch 183 | loss: 5.78433e-05 | val_loss: 5.8275e-05 | Time: 4254.68 ms [2020-11-18 07:33:00 main:574] : INFO : Epoch 184 | loss: 5.64603e-05 | val_loss: 5.60726e-05 | Time: 4231.88 ms [2020-11-18 07:33:04 main:574] : INFO : Epoch 185 | loss: 5.61326e-05 | val_loss: 5.65888e-05 | Time: 4236.34 ms [2020-11-18 07:33:08 main:574] : INFO : Epoch 186 | loss: 5.5177e-05 | val_loss: 5.51454e-05 | Time: 4229.33 ms [2020-11-18 07:33:13 main:574] : INFO : Epoch 187 | loss: 5.47663e-05 | val_loss: 5.43588e-05 | Time: 4192.02 ms [2020-11-18 07:33:17 main:574] : INFO : Epoch 188 | loss: 5.39714e-05 | val_loss: 5.37447e-05 | Time: 4221.04 ms [2020-11-18 07:33:21 main:574] : INFO : Epoch 189 | loss: 5.29547e-05 | val_loss: 5.25695e-05 | Time: 4191.26 ms [2020-11-18 07:33:25 main:574] : INFO : Epoch 190 | loss: 5.20593e-05 | val_loss: 5.12433e-05 | Time: 4233.36 ms [2020-11-18 07:33:30 main:574] : INFO : Epoch 191 | loss: 5.1431e-05 | val_loss: 5.12281e-05 | Time: 4141.54 ms [2020-11-18 07:33:34 main:574] : INFO : Epoch 192 | loss: 5.07301e-05 | val_loss: 5.10685e-05 | Time: 4218.77 ms [2020-11-18 07:33:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 5.10685e-05 [2020-11-18 07:33:34 main:603] : INFO : Saving end state to config to file [2020-11-18 07:33:34 main:608] : INFO : Success, exiting.. 07:33:34 (10284): 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)