Task 2792926
| Name | rand_automata_0005-1604932958-16917-1_0 |
| Workunit | 1258154 |
| Created | 9 Nov 2020, 15:32:20 UTC |
| Sent | 9 Nov 2020, 15:34:07 UTC |
| Report deadline | 16 Nov 2020, 15:34:07 UTC |
| Received | 11 Nov 2020, 22:07:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 596 |
| Run time | 55 min 29 sec |
| CPU time | 54 min 17 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 7,315.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.97 GB |
| Peak swap size | 3.93 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 RTX 2060 SUPER) [2020-11-11 22:12:01 main:435] : INFO : Set logging level to 1 [2020-11-11 22:12:01 main:441] : INFO : Running in BOINC Client mode [2020-11-11 22:12:01 main:444] : INFO : Resolving all filenames [2020-11-11 22:12:01 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0005-train-val-dataset.hdf5 (exists = 1) [2020-11-11 22:12:01 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0005-1604932958-16917-1_0_r554340403_1 (exists = 0) [2020-11-11 22:12:01 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0005-1604932958-16917-1_0_r554340403_0 (exists = 0) [2020-11-11 22:12:01 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0005-1604932958-16917-1 (exists = 1) [2020-11-11 22:12:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 22:12:01 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0005-train-val-dataset.hdf5 [2020-11-11 22:12:01 main:474] : INFO : Configuration: [2020-11-11 22:12:01 main:475] : INFO : Model type: LSTM [2020-11-11 22:12:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 22:12:01 main:477] : INFO : Max Epochs: 192 [2020-11-11 22:12:01 main:478] : INFO : Batch Size: 32 [2020-11-11 22:12:01 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 22:12:01 main:480] : INFO : Patience: 10 [2020-11-11 22:12:01 main:481] : INFO : Hidden Width: 64 [2020-11-11 22:12:01 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 22:12:01 main:483] : INFO : # Backend Layers: 2 [2020-11-11 22:12:01 main:484] : INFO : # Threads: 1 [2020-11-11 22:12:01 main:486] : INFO : Preparing Dataset [2020-11-11 22:12:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0005-train-val-dataset.hdf5 into memory [2020-11-11 22:12:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0005-train-val-dataset.hdf5 into memory [2020-11-11 22:12:08 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 22:12:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0005-train-val-dataset.hdf5 into memory [2020-11-11 22:12:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0005-train-val-dataset.hdf5 into memory [2020-11-11 22:12:08 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 22:12:08 main:494] : INFO : Creating Model [2020-11-11 22:12:08 main:507] : INFO : Preparing config file [2020-11-11 22:12:08 main:519] : INFO : Creating new config file [2020-11-11 22:12:08 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 22:12:14 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 22:12:14 main:562] : INFO : Starting Training [2020-11-11 22:12:33 main:574] : INFO : Epoch 1 | loss: 0.000172419 | val_loss: 0.000151312 | Time: 18944.5 ms [2020-11-11 22:12:51 main:574] : INFO : Epoch 2 | loss: 0.000151929 | val_loss: 0.000151624 | Time: 17608.4 ms [2020-11-11 22:13:08 main:574] : INFO : Epoch 3 | loss: 0.000150075 | val_loss: 0.000148086 | Time: 17171.9 ms [2020-11-11 22:13:26 main:574] : INFO : Epoch 4 | loss: 0.000147704 | val_loss: 0.000145498 | Time: 17970.8 ms [2020-11-11 22:13:43 main:574] : INFO : Epoch 5 | loss: 0.000144928 | val_loss: 0.000143827 | Time: 17394.1 ms [2020-11-11 22:14:01 main:574] : INFO : Epoch 6 | loss: 0.000142015 | val_loss: 0.000140154 | Time: 17813.9 ms [2020-11-11 22:14:19 main:574] : INFO : Epoch 7 | loss: 0.00013934 | val_loss: 0.000138616 | Time: 17602.4 ms [2020-11-11 22:14:37 main:574] : INFO : Epoch 8 | loss: 0.000136702 | val_loss: 0.000134501 | Time: 17755.5 ms [2020-11-11 22:14:54 main:574] : INFO : Epoch 9 | loss: 0.000134127 | val_loss: 0.000133066 | Time: 17560.5 ms [2020-11-11 22:15:12 main:574] : INFO : Epoch 10 | loss: 0.000131594 | val_loss: 0.000129499 | Time: 17552.8 ms [2020-11-11 22:15:30 main:574] : INFO : Epoch 11 | loss: 0.000128307 | val_loss: 0.000127731 | Time: 17891.8 ms [2020-11-11 22:15:48 main:574] : INFO : Epoch 12 | loss: 0.000126194 | val_loss: 0.000124356 | Time: 17726.7 ms [2020-11-11 22:16:05 main:574] : INFO : Epoch 13 | loss: 0.000124211 | val_loss: 0.000123949 | Time: 17798.6 ms [2020-11-11 22:16:23 main:574] : INFO : Epoch 14 | loss: 0.00012189 | val_loss: 0.000120328 | Time: 17716 ms [2020-11-11 22:16:41 main:574] : INFO : Epoch 15 | loss: 0.000120055 | val_loss: 0.000118427 | Time: 17688 ms [2020-11-11 22:16:59 main:574] : INFO : Epoch 16 | loss: 0.000117419 | val_loss: 0.000117716 | Time: 17684.5 ms [2020-11-11 22:17:16 main:574] : INFO : Epoch 17 | loss: 0.000115458 | val_loss: 0.000113878 | Time: 17455.1 ms [2020-11-11 22:17:34 main:574] : INFO : Epoch 18 | loss: 0.000113557 | val_loss: 0.000112889 | Time: 17646.7 ms [2020-11-11 22:17:52 main:574] : INFO : Epoch 19 | loss: 0.00011174 | val_loss: 0.000110909 | Time: 17901.7 ms [2020-11-11 22:18:10 main:574] : INFO : Epoch 20 | loss: 0.000109497 | val_loss: 0.000108692 | Time: 17752.9 ms [2020-11-11 22:18:27 main:574] : INFO : Epoch 21 | loss: 0.000107627 | val_loss: 0.000108766 | Time: 17641.6 ms [2020-11-11 22:18:45 main:574] : INFO : Epoch 22 | loss: 0.00010653 | val_loss: 0.000104788 | Time: 17666 ms [2020-11-11 22:19:03 main:574] : INFO : Epoch 23 | loss: 0.000104335 | val_loss: 0.000103499 | Time: 17766 ms [2020-11-11 22:19:20 main:574] : INFO : Epoch 24 | loss: 0.000102862 | val_loss: 0.00010178 | Time: 17649.7 ms [2020-11-11 22:19:38 main:574] : INFO : Epoch 25 | loss: 0.000101484 | val_loss: 0.000100693 | Time: 17736.7 ms [2020-11-11 22:19:56 main:574] : INFO : Epoch 26 | loss: 9.9595e-05 | val_loss: 9.91511e-05 | Time: 17701.1 ms [2020-11-11 22:20:13 main:574] : INFO : Epoch 27 | loss: 9.77173e-05 | val_loss: 9.80013e-05 | Time: 17409 ms [2020-11-11 22:20:31 main:574] : INFO : Epoch 28 | loss: 9.64699e-05 | val_loss: 9.58542e-05 | Time: 17762.3 ms [2020-11-11 22:20:49 main:574] : INFO : Epoch 29 | loss: 9.52514e-05 | val_loss: 9.4791e-05 | Time: 17566.1 ms [2020-11-11 22:21:07 main:574] : INFO : Epoch 30 | loss: 9.38672e-05 | val_loss: 9.34661e-05 | Time: 17903.3 ms [2020-11-11 22:21:25 main:574] : INFO : Epoch 31 | loss: 9.24821e-05 | val_loss: 9.11384e-05 | Time: 17742.6 ms [2020-11-11 22:21:42 main:574] : INFO : Epoch 32 | loss: 9.18345e-05 | val_loss: 9.06952e-05 | Time: 17674.4 ms [2020-11-11 22:22:00 main:574] : INFO : Epoch 33 | loss: 9.01663e-05 | val_loss: 8.92384e-05 | Time: 17676.6 ms [2020-11-11 22:22:18 main:574] : INFO : Epoch 34 | loss: 8.83255e-05 | val_loss: 8.75217e-05 | Time: 17563.4 ms [2020-11-11 22:22:35 main:574] : INFO : Epoch 35 | loss: 8.7304e-05 | val_loss: 8.73628e-05 | Time: 17754 ms [2020-11-11 22:22:53 main:574] : INFO : Epoch 36 | loss: 8.6163e-05 | val_loss: 8.58012e-05 | Time: 17889.2 ms [2020-11-11 22:23:11 main:574] : INFO : Epoch 37 | loss: 8.51752e-05 | val_loss: 8.30095e-05 | Time: 17829.8 ms [2020-11-11 22:23:29 main:574] : INFO : Epoch 38 | loss: 8.36887e-05 | val_loss: 8.29052e-05 | Time: 17785.6 ms [2020-11-11 22:23:47 main:574] : INFO : Epoch 39 | loss: 8.24498e-05 | val_loss: 8.23704e-05 | Time: 17740.1 ms [2020-11-11 22:24:05 main:574] : INFO : Epoch 40 | loss: 8.19351e-05 | val_loss: 8.16021e-05 | Time: 17637.8 ms [2020-11-11 22:24:22 main:574] : INFO : Epoch 41 | loss: 8.08157e-05 | val_loss: 8.13423e-05 | Time: 17711.8 ms [2020-11-11 22:24:40 main:574] : INFO : Epoch 42 | loss: 7.97183e-05 | val_loss: 7.88855e-05 | Time: 17519.4 ms [2020-11-11 22:24:58 main:574] : INFO : Epoch 43 | loss: 7.85422e-05 | val_loss: 7.83794e-05 | Time: 17757.6 ms [2020-11-11 22:25:16 main:574] : INFO : Epoch 44 | loss: 7.77426e-05 | val_loss: 7.76596e-05 | Time: 17729.6 ms [2020-11-11 22:25:33 main:574] : INFO : Epoch 45 | loss: 7.66704e-05 | val_loss: 7.66219e-05 | Time: 17590 ms [2020-11-11 22:25:51 main:574] : INFO : Epoch 46 | loss: 7.58282e-05 | val_loss: 7.67608e-05 | Time: 17669.9 ms [2020-11-11 22:26:09 main:574] : INFO : Epoch 47 | loss: 7.47007e-05 | val_loss: 7.48423e-05 | Time: 17699 ms [2020-11-11 22:26:27 main:574] : INFO : Epoch 48 | loss: 7.39086e-05 | val_loss: 7.35979e-05 | Time: 17811.3 ms [2020-11-11 22:26:44 main:574] : INFO : Epoch 49 | loss: 7.34038e-05 | val_loss: 7.26644e-05 | Time: 17573.7 ms [2020-11-11 22:27:02 main:574] : INFO : Epoch 50 | loss: 7.2371e-05 | val_loss: 7.4884e-05 | Time: 17338 ms [2020-11-11 22:27:19 main:574] : INFO : Epoch 51 | loss: 7.17854e-05 | val_loss: 7.30119e-05 | Time: 17677.9 ms [2020-11-11 22:27:37 main:574] : INFO : Epoch 52 | loss: 7.08736e-05 | val_loss: 7.01725e-05 | Time: 17664.1 ms [2020-11-11 22:27:55 main:574] : INFO : Epoch 53 | loss: 6.96641e-05 | val_loss: 6.9934e-05 | Time: 17801.7 ms [2020-11-11 22:28:13 main:574] : INFO : Epoch 54 | loss: 6.9141e-05 | val_loss: 6.98626e-05 | Time: 17721.3 ms [2020-11-11 22:28:30 main:574] : INFO : Epoch 55 | loss: 6.81311e-05 | val_loss: 6.79217e-05 | Time: 17760.3 ms [2020-11-11 22:28:48 main:574] : INFO : Epoch 56 | loss: 6.74456e-05 | val_loss: 6.81577e-05 | Time: 17936.6 ms [2020-11-11 22:29:06 main:574] : INFO : Epoch 57 | loss: 6.70113e-05 | val_loss: 6.65493e-05 | Time: 17718.1 ms [2020-11-11 22:29:24 main:574] : INFO : Epoch 58 | loss: 6.60746e-05 | val_loss: 6.66707e-05 | Time: 17756 ms [2020-11-11 22:29:41 main:574] : INFO : Epoch 59 | loss: 6.54777e-05 | val_loss: 6.70647e-05 | Time: 17491.3 ms [2020-11-11 22:29:59 main:574] : INFO : Epoch 60 | loss: 6.53607e-05 | val_loss: 6.48465e-05 | Time: 16961.9 ms [2020-11-11 22:30:16 main:574] : INFO : Epoch 61 | loss: 6.41913e-05 | val_loss: 6.41203e-05 | Time: 17033.8 ms [2020-11-11 22:30:33 main:574] : INFO : Epoch 62 | loss: 6.35633e-05 | val_loss: 6.36833e-05 | Time: 16958.3 ms [2020-11-11 22:30:49 main:574] : INFO : Epoch 63 | loss: 6.29474e-05 | val_loss: 6.2941e-05 | Time: 16844.4 ms [2020-11-11 22:31:06 main:574] : INFO : Epoch 64 | loss: 6.20199e-05 | val_loss: 6.26038e-05 | Time: 17032 ms [2020-11-11 22:31:24 main:574] : INFO : Epoch 65 | loss: 6.16229e-05 | val_loss: 6.16834e-05 | Time: 17144.3 ms [2020-11-11 22:31:41 main:574] : INFO : Epoch 66 | loss: 6.09296e-05 | val_loss: 6.06787e-05 | Time: 17084.3 ms [2020-11-11 22:31:58 main:574] : INFO : Epoch 67 | loss: 6.03283e-05 | val_loss: 6.04038e-05 | Time: 17031.1 ms [2020-11-11 22:32:15 main:574] : INFO : Epoch 68 | loss: 5.98437e-05 | val_loss: 5.92817e-05 | Time: 17097.7 ms [2020-11-11 22:32:32 main:574] : INFO : Epoch 69 | loss: 5.90218e-05 | val_loss: 5.84625e-05 | Time: 16999.6 ms [2020-11-11 22:32:49 main:574] : INFO : Epoch 70 | loss: 5.85691e-05 | val_loss: 5.86804e-05 | Time: 17040.7 ms [2020-11-11 22:33:06 main:574] : INFO : Epoch 71 | loss: 5.80204e-05 | val_loss: 5.78437e-05 | Time: 17145.5 ms [2020-11-11 22:33:23 main:574] : INFO : Epoch 72 | loss: 5.75462e-05 | val_loss: 5.69816e-05 | Time: 17035.7 ms [2020-11-11 22:33:40 main:574] : INFO : Epoch 73 | loss: 5.70704e-05 | val_loss: 5.70596e-05 | Time: 16759.1 ms [2020-11-11 22:33:57 main:574] : INFO : Epoch 74 | loss: 5.64246e-05 | val_loss: 5.72246e-05 | Time: 16973.6 ms [2020-11-11 22:34:14 main:574] : INFO : Epoch 75 | loss: 5.60852e-05 | val_loss: 5.6203e-05 | Time: 16810.5 ms [2020-11-11 22:34:31 main:574] : INFO : Epoch 76 | loss: 5.5419e-05 | val_loss: 5.47729e-05 | Time: 16905.9 ms [2020-11-11 22:34:48 main:574] : INFO : Epoch 77 | loss: 5.49975e-05 | val_loss: 5.50516e-05 | Time: 16851.5 ms [2020-11-11 22:35:05 main:574] : INFO : Epoch 78 | loss: 5.45488e-05 | val_loss: 5.48487e-05 | Time: 16886.6 ms [2020-11-11 22:35:22 main:574] : INFO : Epoch 79 | loss: 5.40768e-05 | val_loss: 5.37459e-05 | Time: 17002.8 ms [2020-11-11 22:35:39 main:574] : INFO : Epoch 80 | loss: 5.50235e-05 | val_loss: 5.41763e-05 | Time: 17007.2 ms [2020-11-11 22:35:56 main:574] : INFO : Epoch 81 | loss: 5.29085e-05 | val_loss: 5.31686e-05 | Time: 16824.8 ms [2020-11-11 22:36:13 main:574] : INFO : Epoch 82 | loss: 5.24923e-05 | val_loss: 5.35752e-05 | Time: 16977.6 ms [2020-11-11 22:36:30 main:574] : INFO : Epoch 83 | loss: 5.21968e-05 | val_loss: 5.14734e-05 | Time: 16975.4 ms [2020-11-11 22:36:47 main:574] : INFO : Epoch 84 | loss: 5.16094e-05 | val_loss: 5.18857e-05 | Time: 16933.9 ms [2020-11-11 22:37:04 main:574] : INFO : Epoch 85 | loss: 5.13079e-05 | val_loss: 5.15641e-05 | Time: 17009.9 ms [2020-11-11 22:37:21 main:574] : INFO : Epoch 86 | loss: 5.07202e-05 | val_loss: 5.14824e-05 | Time: 16915.6 ms [2020-11-11 22:37:37 main:574] : INFO : Epoch 87 | loss: 5.0597e-05 | val_loss: 5.12843e-05 | Time: 16893.8 ms [2020-11-11 22:37:54 main:574] : INFO : Epoch 88 | loss: 5.01157e-05 | val_loss: 4.98343e-05 | Time: 16958.3 ms [2020-11-11 22:38:11 main:574] : INFO : Epoch 89 | loss: 4.95382e-05 | val_loss: 4.95156e-05 | Time: 16990.8 ms [2020-11-11 22:38:28 main:574] : INFO : Epoch 90 | loss: 4.94543e-05 | val_loss: 4.90068e-05 | Time: 16865.2 ms [2020-11-11 22:38:45 main:574] : INFO : Epoch 91 | loss: 4.86677e-05 | val_loss: 4.90223e-05 | Time: 16753.1 ms [2020-11-11 22:39:02 main:574] : INFO : Epoch 92 | loss: 4.88869e-05 | val_loss: 4.84526e-05 | Time: 17028.5 ms [2020-11-11 22:39:19 main:574] : INFO : Epoch 93 | loss: 4.80189e-05 | val_loss: 4.87762e-05 | Time: 16930 ms [2020-11-11 22:39:36 main:574] : INFO : Epoch 94 | loss: 4.75252e-05 | val_loss: 4.82633e-05 | Time: 16900.5 ms [2020-11-11 22:39:53 main:574] : INFO : Epoch 95 | loss: 4.73748e-05 | val_loss: 4.67336e-05 | Time: 16995.8 ms [2020-11-11 22:40:10 main:574] : INFO : Epoch 96 | loss: 4.69243e-05 | val_loss: 4.80815e-05 | Time: 16947.1 ms [2020-11-11 22:40:27 main:574] : INFO : Epoch 97 | loss: 4.68189e-05 | val_loss: 4.7127e-05 | Time: 16971.6 ms [2020-11-11 22:40:44 main:574] : INFO : Epoch 98 | loss: 4.58352e-05 | val_loss: 4.65598e-05 | Time: 16991.2 ms [2020-11-11 22:41:01 main:574] : INFO : Epoch 99 | loss: 4.58007e-05 | val_loss: 4.58383e-05 | Time: 16905.1 ms [2020-11-11 22:41:18 main:574] : INFO : Epoch 100 | loss: 4.55528e-05 | val_loss: 4.62456e-05 | Time: 16844.2 ms [2020-11-11 22:41:35 main:574] : INFO : Epoch 101 | loss: 4.51813e-05 | val_loss: 4.50179e-05 | Time: 16952 ms [2020-11-11 22:41:52 main:574] : INFO : Epoch 102 | loss: 4.48404e-05 | val_loss: 4.4581e-05 | Time: 16895.7 ms [2020-11-11 22:42:09 main:574] : INFO : Epoch 103 | loss: 4.46275e-05 | val_loss: 4.52775e-05 | Time: 16907.5 ms [2020-11-11 22:42:26 main:574] : INFO : Epoch 104 | loss: 4.41824e-05 | val_loss: 4.44367e-05 | Time: 16997.4 ms [2020-11-11 22:42:43 main:574] : INFO : Epoch 105 | loss: 4.36232e-05 | val_loss: 4.44198e-05 | Time: 16792.5 ms [2020-11-11 22:43:00 main:574] : INFO : Epoch 106 | loss: 4.35822e-05 | val_loss: 4.47743e-05 | Time: 16985.2 ms [2020-11-11 22:43:16 main:574] : INFO : Epoch 107 | loss: 4.3404e-05 | val_loss: 4.37889e-05 | Time: 16798.5 ms [2020-11-11 22:43:33 main:574] : INFO : Epoch 108 | loss: 4.30864e-05 | val_loss: 4.28515e-05 | Time: 16821.3 ms [2020-11-11 22:43:50 main:574] : INFO : Epoch 109 | loss: 4.24903e-05 | val_loss: 4.28444e-05 | Time: 16981.7 ms [2020-11-11 22:44:07 main:574] : INFO : Epoch 110 | loss: 4.2158e-05 | val_loss: 4.24109e-05 | Time: 17009.6 ms [2020-11-11 22:44:24 main:574] : INFO : Epoch 111 | loss: 4.21679e-05 | val_loss: 4.20213e-05 | Time: 17002.5 ms [2020-11-11 22:44:41 main:574] : INFO : Epoch 112 | loss: 4.14769e-05 | val_loss: 4.30985e-05 | Time: 17072.3 ms [2020-11-11 22:44:59 main:574] : INFO : Epoch 113 | loss: 4.15307e-05 | val_loss: 4.5018e-05 | Time: 17124.7 ms [2020-11-11 22:45:16 main:574] : INFO : Epoch 114 | loss: 4.1251e-05 | val_loss: 4.13939e-05 | Time: 16902.2 ms [2020-11-11 22:45:33 main:574] : INFO : Epoch 115 | loss: 4.08129e-05 | val_loss: 4.10923e-05 | Time: 17036.2 ms [2020-11-11 22:45:50 main:574] : INFO : Epoch 116 | loss: 4.09103e-05 | val_loss: 4.05659e-05 | Time: 17007.3 ms [2020-11-11 22:46:07 main:574] : INFO : Epoch 117 | loss: 4.02607e-05 | val_loss: 4.02612e-05 | Time: 16846.9 ms [2020-11-11 22:46:23 main:574] : INFO : Epoch 118 | loss: 3.99601e-05 | val_loss: 3.99356e-05 | Time: 16825.2 ms [2020-11-11 22:46:40 main:574] : INFO : Epoch 119 | loss: 3.96381e-05 | val_loss: 4.08108e-05 | Time: 16899.4 ms [2020-11-11 22:46:57 main:574] : INFO : Epoch 120 | loss: 3.91719e-05 | val_loss: 3.96587e-05 | Time: 16932 ms [2020-11-11 22:47:14 main:574] : INFO : Epoch 121 | loss: 3.91505e-05 | val_loss: 3.93502e-05 | Time: 16814.6 ms [2020-11-11 22:47:31 main:574] : INFO : Epoch 122 | loss: 3.90919e-05 | val_loss: 3.99088e-05 | Time: 16974.4 ms [2020-11-11 22:47:48 main:574] : INFO : Epoch 123 | loss: 3.86833e-05 | val_loss: 3.91031e-05 | Time: 16964.6 ms [2020-11-11 22:48:05 main:574] : INFO : Epoch 124 | loss: 3.82698e-05 | val_loss: 3.89389e-05 | Time: 16981.7 ms [2020-11-11 22:48:22 main:574] : INFO : Epoch 125 | loss: 3.80224e-05 | val_loss: 3.83175e-05 | Time: 16972.8 ms [2020-11-11 22:48:39 main:574] : INFO : Epoch 126 | loss: 3.81521e-05 | val_loss: 3.80979e-05 | Time: 16988.2 ms [2020-11-11 22:48:56 main:574] : INFO : Epoch 127 | loss: 3.79983e-05 | val_loss: 3.78686e-05 | Time: 16871.9 ms [2020-11-11 22:49:13 main:574] : INFO : Epoch 128 | loss: 3.74917e-05 | val_loss: 3.78464e-05 | Time: 16849.9 ms [2020-11-11 22:49:30 main:574] : INFO : Epoch 129 | loss: 3.75292e-05 | val_loss: 3.73783e-05 | Time: 16914.4 ms [2020-11-11 22:49:47 main:574] : INFO : Epoch 130 | loss: 3.68656e-05 | val_loss: 3.70986e-05 | Time: 16830.9 ms [2020-11-11 22:50:04 main:574] : INFO : Epoch 131 | loss: 3.6945e-05 | val_loss: 3.69461e-05 | Time: 16887.2 ms [2020-11-11 22:50:21 main:574] : INFO : Epoch 132 | loss: 3.65051e-05 | val_loss: 3.64241e-05 | Time: 16877.8 ms [2020-11-11 22:50:38 main:574] : INFO : Epoch 133 | loss: 3.60985e-05 | val_loss: 3.66577e-05 | Time: 16862 ms [2020-11-11 22:50:54 main:574] : INFO : Epoch 134 | loss: 3.63183e-05 | val_loss: 3.645e-05 | Time: 16914.5 ms [2020-11-11 22:51:11 main:574] : INFO : Epoch 135 | loss: 3.59291e-05 | val_loss: 3.60558e-05 | Time: 16988.7 ms [2020-11-11 22:51:28 main:574] : INFO : Epoch 136 | loss: 3.56062e-05 | val_loss: 3.64032e-05 | Time: 16984.6 ms [2020-11-11 22:51:46 main:574] : INFO : Epoch 137 | loss: 3.53897e-05 | val_loss: 3.60987e-05 | Time: 16996.8 ms [2020-11-11 22:52:03 main:574] : INFO : Epoch 138 | loss: 3.53205e-05 | val_loss: 3.64677e-05 | Time: 16968.1 ms [2020-11-11 22:52:20 main:574] : INFO : Epoch 139 | loss: 3.50915e-05 | val_loss: 3.54249e-05 | Time: 17014.9 ms [2020-11-11 22:52:37 main:574] : INFO : Epoch 140 | loss: 3.48753e-05 | val_loss: 3.53696e-05 | Time: 16912.5 ms [2020-11-11 22:52:53 main:574] : INFO : Epoch 141 | loss: 3.50895e-05 | val_loss: 3.49396e-05 | Time: 16771.9 ms [2020-11-11 22:53:10 main:574] : INFO : Epoch 142 | loss: 3.44397e-05 | val_loss: 3.49497e-05 | Time: 16892.2 ms [2020-11-11 22:53:27 main:574] : INFO : Epoch 143 | loss: 3.42466e-05 | val_loss: 3.47501e-05 | Time: 16918.4 ms [2020-11-11 22:53:44 main:574] : INFO : Epoch 144 | loss: 3.41875e-05 | val_loss: 3.42949e-05 | Time: 16936.9 ms [2020-11-11 22:54:01 main:574] : INFO : Epoch 145 | loss: 3.36263e-05 | val_loss: 3.41061e-05 | Time: 16841.3 ms [2020-11-11 22:54:18 main:574] : INFO : Epoch 146 | loss: 3.414e-05 | val_loss: 3.43079e-05 | Time: 16964.1 ms [2020-11-11 22:54:35 main:574] : INFO : Epoch 147 | loss: 3.37855e-05 | val_loss: 3.43736e-05 | Time: 16901.5 ms [2020-11-11 22:54:52 main:574] : INFO : Epoch 148 | loss: 3.33121e-05 | val_loss: 3.42354e-05 | Time: 16922.5 ms [2020-11-11 22:55:09 main:574] : INFO : Epoch 149 | loss: 3.3234e-05 | val_loss: 3.3181e-05 | Time: 16947.5 ms [2020-11-11 22:55:26 main:574] : INFO : Epoch 150 | loss: 3.26845e-05 | val_loss: 3.28575e-05 | Time: 16967.7 ms [2020-11-11 22:55:43 main:574] : INFO : Epoch 151 | loss: 3.29109e-05 | val_loss: 3.32029e-05 | Time: 16969.2 ms [2020-11-11 22:56:00 main:574] : INFO : Epoch 152 | loss: 3.27494e-05 | val_loss: 3.33812e-05 | Time: 17000.6 ms [2020-11-11 22:56:17 main:574] : INFO : Epoch 153 | loss: 3.24608e-05 | val_loss: 3.36706e-05 | Time: 16984.2 ms [2020-11-11 22:56:34 main:574] : INFO : Epoch 154 | loss: 3.21702e-05 | val_loss: 3.43383e-05 | Time: 16789.6 ms [2020-11-11 22:56:51 main:574] : INFO : Epoch 155 | loss: 3.20802e-05 | val_loss: 3.25493e-05 | Time: 16948.8 ms [2020-11-11 22:57:08 main:574] : INFO : Epoch 156 | loss: 3.21145e-05 | val_loss: 3.1774e-05 | Time: 16959.8 ms [2020-11-11 22:57:25 main:574] : INFO : Epoch 157 | loss: 3.17361e-05 | val_loss: 3.19779e-05 | Time: 16919.1 ms [2020-11-11 22:57:42 main:574] : INFO : Epoch 158 | loss: 3.15343e-05 | val_loss: 3.23581e-05 | Time: 16926.2 ms [2020-11-11 22:57:58 main:574] : INFO : Epoch 159 | loss: 3.16841e-05 | val_loss: 3.19462e-05 | Time: 16851.8 ms [2020-11-11 22:58:16 main:574] : INFO : Epoch 160 | loss: 3.14012e-05 | val_loss: 3.23684e-05 | Time: 17003.2 ms [2020-11-11 22:58:32 main:574] : INFO : Epoch 161 | loss: 3.12157e-05 | val_loss: 3.16239e-05 | Time: 16828.3 ms [2020-11-11 22:58:49 main:574] : INFO : Epoch 162 | loss: 3.10173e-05 | val_loss: 3.1967e-05 | Time: 16968.5 ms [2020-11-11 22:59:06 main:574] : INFO : Epoch 163 | loss: 3.09717e-05 | val_loss: 3.12836e-05 | Time: 16976.9 ms [2020-11-11 22:59:23 main:574] : INFO : Epoch 164 | loss: 3.06427e-05 | val_loss: 3.17269e-05 | Time: 16951.8 ms [2020-11-11 22:59:40 main:574] : INFO : Epoch 165 | loss: 3.0445e-05 | val_loss: 3.02499e-05 | Time: 16950.1 ms [2020-11-11 22:59:57 main:574] : INFO : Epoch 166 | loss: 3.10691e-05 | val_loss: 3.07413e-05 | Time: 16997.4 ms [2020-11-11 23:00:14 main:574] : INFO : Epoch 167 | loss: 3.00386e-05 | val_loss: 2.98382e-05 | Time: 17080.6 ms [2020-11-11 23:00:31 main:574] : INFO : Epoch 168 | loss: 2.99674e-05 | val_loss: 3.03097e-05 | Time: 16747.4 ms [2020-11-11 23:00:48 main:574] : INFO : Epoch 169 | loss: 2.98191e-05 | val_loss: 3.06353e-05 | Time: 16939.4 ms [2020-11-11 23:01:05 main:574] : INFO : Epoch 170 | loss: 2.9884e-05 | val_loss: 2.96053e-05 | Time: 16928.2 ms [2020-11-11 23:01:22 main:574] : INFO : Epoch 171 | loss: 2.96936e-05 | val_loss: 3.13923e-05 | Time: 16913.4 ms [2020-11-11 23:01:39 main:574] : INFO : Epoch 172 | loss: 2.96187e-05 | val_loss: 3.0439e-05 | Time: 16896.8 ms [2020-11-11 23:01:56 main:574] : INFO : Epoch 173 | loss: 2.93336e-05 | val_loss: 2.98814e-05 | Time: 16921.4 ms [2020-11-11 23:02:13 main:574] : INFO : Epoch 174 | loss: 2.91288e-05 | val_loss: 2.92404e-05 | Time: 16814.5 ms [2020-11-11 23:02:30 main:574] : INFO : Epoch 175 | loss: 2.95599e-05 | val_loss: 2.95158e-05 | Time: 16816.4 ms [2020-11-11 23:02:47 main:574] : INFO : Epoch 176 | loss: 2.87668e-05 | val_loss: 2.90355e-05 | Time: 16920.7 ms [2020-11-11 23:03:04 main:574] : INFO : Epoch 177 | loss: 2.87631e-05 | val_loss: 2.91922e-05 | Time: 16955.1 ms [2020-11-11 23:03:21 main:574] : INFO : Epoch 178 | loss: 2.93952e-05 | val_loss: 2.89573e-05 | Time: 16989.2 ms [2020-11-11 23:03:38 main:574] : INFO : Epoch 179 | loss: 2.84331e-05 | val_loss: 2.91435e-05 | Time: 16986.8 ms [2020-11-11 23:03:55 main:574] : INFO : Epoch 180 | loss: 2.83455e-05 | val_loss: 2.8385e-05 | Time: 16933.6 ms [2020-11-11 23:04:12 main:574] : INFO : Epoch 181 | loss: 2.82658e-05 | val_loss: 2.91268e-05 | Time: 16873.9 ms [2020-11-11 23:04:28 main:574] : INFO : Epoch 182 | loss: 2.80438e-05 | val_loss: 2.86488e-05 | Time: 16897.3 ms [2020-11-11 23:04:45 main:574] : INFO : Epoch 183 | loss: 2.8075e-05 | val_loss: 2.82375e-05 | Time: 16871.4 ms [2020-11-11 23:05:02 main:574] : INFO : Epoch 184 | loss: 2.79629e-05 | val_loss: 2.81652e-05 | Time: 16824.3 ms [2020-11-11 23:05:19 main:574] : INFO : Epoch 185 | loss: 2.76469e-05 | val_loss: 2.87984e-05 | Time: 16960.8 ms [2020-11-11 23:05:36 main:574] : INFO : Epoch 186 | loss: 2.80094e-05 | val_loss: 2.8468e-05 | Time: 16845.3 ms [2020-11-11 23:05:53 main:574] : INFO : Epoch 187 | loss: 2.79272e-05 | val_loss: 2.75807e-05 | Time: 17028.7 ms [2020-11-11 23:06:10 main:574] : INFO : Epoch 188 | loss: 2.75037e-05 | val_loss: 2.88236e-05 | Time: 16848.8 ms [2020-11-11 23:06:27 main:574] : INFO : Epoch 189 | loss: 2.73012e-05 | val_loss: 2.77234e-05 | Time: 16907 ms [2020-11-11 23:06:44 main:574] : INFO : Epoch 190 | loss: 2.73849e-05 | val_loss: 2.77115e-05 | Time: 16999.3 ms [2020-11-11 23:07:01 main:574] : INFO : Epoch 191 | loss: 2.6874e-05 | val_loss: 2.72356e-05 | Time: 16998.2 ms [2020-11-11 23:07:18 main:574] : INFO : Epoch 192 | loss: 2.69503e-05 | val_loss: 2.82011e-05 | Time: 17007.2 ms [2020-11-11 23:07:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 2.82011e-05 [2020-11-11 23:07:18 main:603] : INFO : Saving end state to config to file [2020-11-11 23:07:18 main:608] : INFO : Success, exiting.. 23:07:18 (7796): 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)