Task 2938131
| Name | rand_automata_0030-1605424129-13562-0_0 |
| Workunit | 1324844 |
| Created | 15 Nov 2020, 7:08:52 UTC |
| Sent | 17 Nov 2020, 11:22:03 UTC |
| Report deadline | 25 Nov 2020, 11:22:03 UTC |
| Received | 19 Nov 2020, 12:58:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3097 |
| Run time | 18 min 58 sec |
| CPU time | 18 min 15 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) [2020-11-19 07:39:22 main:435] : INFO : Set logging level to 1 [2020-11-19 07:39:22 main:441] : INFO : Running in BOINC Client mode [2020-11-19 07:39:22 main:444] : INFO : Resolving all filenames [2020-11-19 07:39:22 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0030-train-val-dataset.hdf5 (exists = 1) [2020-11-19 07:39:22 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0030-1605424129-13562-0_0_r961063726_1 (exists = 0) [2020-11-19 07:39:22 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0030-1605424129-13562-0_0_r961063726_0 (exists = 0) [2020-11-19 07:39:22 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-19 07:39:22 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-19 07:39:22 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0030-train-val-dataset.hdf5 [2020-11-19 07:39:22 main:474] : INFO : Configuration: [2020-11-19 07:39:22 main:475] : INFO : Model type: LSTM [2020-11-19 07:39:22 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-19 07:39:22 main:477] : INFO : Max Epochs: 192 [2020-11-19 07:39:22 main:478] : INFO : Batch Size: 32 [2020-11-19 07:39:22 main:479] : INFO : Learning Rate: 0.001 [2020-11-19 07:39:23 main:480] : INFO : Patience: 10 [2020-11-19 07:39:23 main:481] : INFO : Hidden Width: 64 [2020-11-19 07:39:23 main:482] : INFO : # Recurrent Layers: 4 [2020-11-19 07:39:23 main:483] : INFO : # Backend Layers: 2 [2020-11-19 07:39:23 main:484] : INFO : # Threads: 1 [2020-11-19 07:39:23 main:486] : INFO : Preparing Dataset [2020-11-19 07:39:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0030-train-val-dataset.hdf5 into memory [2020-11-19 07:39:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0030-train-val-dataset.hdf5 into memory [2020-11-19 07:39:26 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-19 07:39:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0030-train-val-dataset.hdf5 into memory [2020-11-19 07:39:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0030-train-val-dataset.hdf5 into memory [2020-11-19 07:39:26 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-19 07:39:26 main:494] : INFO : Creating Model [2020-11-19 07:39:26 main:507] : INFO : Preparing config file [2020-11-19 07:39:26 main:519] : INFO : Creating new config file [2020-11-19 07:39:27 main:559] : INFO : Loading DataLoader into Memory [2020-11-19 07:39:33 main:562] : INFO : Starting Training [2020-11-19 07:39:39 main:574] : INFO : Epoch 1 | loss: 0.0660915 | val_loss: 0.0658264 | Time: 6244.53 ms [2020-11-19 07:39:45 main:574] : INFO : Epoch 2 | loss: 0.0654552 | val_loss: 0.0647749 | Time: 5668.87 ms [2020-11-19 07:39:51 main:574] : INFO : Epoch 3 | loss: 0.0632694 | val_loss: 0.0616707 | Time: 5613.85 ms [2020-11-19 07:39:56 main:574] : INFO : Epoch 4 | loss: 0.0602693 | val_loss: 0.0589287 | Time: 5218.26 ms [2020-11-19 07:40:01 main:574] : INFO : Epoch 5 | loss: 0.0578954 | val_loss: 0.0569794 | Time: 5285.49 ms [2020-11-19 07:40:07 main:574] : INFO : Epoch 6 | loss: 0.056195 | val_loss: 0.0554595 | Time: 5626.03 ms [2020-11-19 07:40:13 main:574] : INFO : Epoch 7 | loss: 0.0547191 | val_loss: 0.054096 | Time: 5632.83 ms [2020-11-19 07:40:18 main:574] : INFO : Epoch 8 | loss: 0.0533723 | val_loss: 0.0527592 | Time: 5642.67 ms [2020-11-19 07:40:24 main:574] : INFO : Epoch 9 | loss: 0.0520921 | val_loss: 0.0515702 | Time: 5610.76 ms [2020-11-19 07:40:30 main:574] : INFO : Epoch 10 | loss: 0.0507516 | val_loss: 0.0502137 | Time: 5634.97 ms [2020-11-19 07:40:35 main:574] : INFO : Epoch 11 | loss: 0.0492798 | val_loss: 0.0486075 | Time: 5620.95 ms [2020-11-19 07:40:41 main:574] : INFO : Epoch 12 | loss: 0.0476663 | val_loss: 0.0469585 | Time: 5635.74 ms [2020-11-19 07:40:47 main:574] : INFO : Epoch 13 | loss: 0.0457904 | val_loss: 0.0451532 | Time: 5624.21 ms [2020-11-19 07:40:52 main:574] : INFO : Epoch 14 | loss: 0.0436373 | val_loss: 0.0430316 | Time: 5620.84 ms [2020-11-19 07:40:58 main:574] : INFO : Epoch 15 | loss: 0.0410587 | val_loss: 0.0405365 | Time: 5620.82 ms [2020-11-19 07:41:04 main:574] : INFO : Epoch 16 | loss: 0.0381427 | val_loss: 0.0378221 | Time: 5649.48 ms [2020-11-19 07:41:09 main:574] : INFO : Epoch 17 | loss: 0.0348753 | val_loss: 0.0341336 | Time: 5631.16 ms [2020-11-19 07:41:15 main:574] : INFO : Epoch 18 | loss: 0.0314752 | val_loss: 0.031165 | Time: 5673.81 ms [2020-11-19 07:41:21 main:574] : INFO : Epoch 19 | loss: 0.0282225 | val_loss: 0.0274818 | Time: 5675.97 ms [2020-11-19 07:41:26 main:574] : INFO : Epoch 20 | loss: 0.0244512 | val_loss: 0.0243132 | Time: 5687.39 ms [2020-11-19 07:41:32 main:574] : INFO : Epoch 21 | loss: 0.0243953 | val_loss: 0.0206552 | Time: 5638.18 ms [2020-11-19 07:41:38 main:574] : INFO : Epoch 22 | loss: 0.017903 | val_loss: 0.0183846 | Time: 5625.4 ms [2020-11-19 07:41:44 main:574] : INFO : Epoch 23 | loss: 0.019191 | val_loss: 0.0388405 | Time: 5634.45 ms [2020-11-19 07:41:49 main:574] : INFO : Epoch 24 | loss: 0.0181758 | val_loss: 0.0154066 | Time: 5634.61 ms [2020-11-19 07:41:55 main:574] : INFO : Epoch 25 | loss: 0.0132211 | val_loss: 0.0136305 | Time: 5635.92 ms [2020-11-19 07:42:01 main:574] : INFO : Epoch 26 | loss: 0.0182859 | val_loss: 0.011668 | Time: 5636.69 ms [2020-11-19 07:42:06 main:574] : INFO : Epoch 27 | loss: 0.0314493 | val_loss: 0.0146563 | Time: 5631.34 ms [2020-11-19 07:42:12 main:574] : INFO : Epoch 28 | loss: 0.0270746 | val_loss: 0.0573236 | Time: 5629.28 ms [2020-11-19 07:42:18 main:574] : INFO : Epoch 29 | loss: 0.0446276 | val_loss: 0.0238746 | Time: 5633.3 ms [2020-11-19 07:42:23 main:574] : INFO : Epoch 30 | loss: 0.0226722 | val_loss: 0.014088 | Time: 5799.85 ms [2020-11-19 07:42:29 main:574] : INFO : Epoch 31 | loss: 0.0120913 | val_loss: 0.0118994 | Time: 5891.4 ms [2020-11-19 07:42:35 main:574] : INFO : Epoch 32 | loss: 0.00974468 | val_loss: 0.00907639 | Time: 5712.09 ms [2020-11-19 07:42:41 main:574] : INFO : Epoch 33 | loss: 0.00894977 | val_loss: 0.00975967 | Time: 5681.21 ms [2020-11-19 07:42:47 main:574] : INFO : Epoch 34 | loss: 0.00813755 | val_loss: 0.00795632 | Time: 5749.34 ms [2020-11-19 07:42:52 main:574] : INFO : Epoch 35 | loss: 0.00747232 | val_loss: 0.00768287 | Time: 5638.5 ms [2020-11-19 07:42:58 main:574] : INFO : Epoch 36 | loss: 0.00714906 | val_loss: 0.00720839 | Time: 5702.02 ms [2020-11-19 07:43:04 main:574] : INFO : Epoch 37 | loss: 0.0224068 | val_loss: 0.0150432 | Time: 5734.76 ms [2020-11-19 07:43:10 main:574] : INFO : Epoch 38 | loss: 0.0100967 | val_loss: 0.00815577 | Time: 5791.47 ms [2020-11-19 07:43:16 main:574] : INFO : Epoch 39 | loss: 0.00750051 | val_loss: 0.0112819 | Time: 5719.95 ms [2020-11-19 07:43:21 main:574] : INFO : Epoch 40 | loss: 0.00721204 | val_loss: 0.00676056 | Time: 5583.86 ms [2020-11-19 07:43:27 main:574] : INFO : Epoch 41 | loss: 0.00643138 | val_loss: 0.00649308 | Time: 5538.42 ms [2020-11-19 07:43:33 main:574] : INFO : Epoch 42 | loss: 0.00613363 | val_loss: 0.00628114 | Time: 5787.48 ms [2020-11-19 07:43:39 main:574] : INFO : Epoch 43 | loss: 0.00593447 | val_loss: 0.00594886 | Time: 5874.6 ms [2020-11-19 07:43:44 main:574] : INFO : Epoch 44 | loss: 0.0056931 | val_loss: 0.00574083 | Time: 5693.81 ms [2020-11-19 07:43:50 main:574] : INFO : Epoch 45 | loss: 0.00550622 | val_loss: 0.00554783 | Time: 5637.6 ms [2020-11-19 07:43:56 main:574] : INFO : Epoch 46 | loss: 0.00532376 | val_loss: 0.00535166 | Time: 5628.55 ms [2020-11-19 07:44:01 main:574] : INFO : Epoch 47 | loss: 0.00531604 | val_loss: 0.00523699 | Time: 5641.13 ms [2020-11-19 07:44:07 main:574] : INFO : Epoch 48 | loss: 0.00500858 | val_loss: 0.00504387 | Time: 5629.96 ms [2020-11-19 07:44:13 main:574] : INFO : Epoch 49 | loss: 0.00483685 | val_loss: 0.00488029 | Time: 5640.17 ms [2020-11-19 07:44:18 main:574] : INFO : Epoch 50 | loss: 0.00467599 | val_loss: 0.00471654 | Time: 5667.37 ms [2020-11-19 07:44:24 main:574] : INFO : Epoch 51 | loss: 0.00452086 | val_loss: 0.00455879 | Time: 5372.73 ms [2020-11-19 07:44:29 main:574] : INFO : Epoch 52 | loss: 0.00436922 | val_loss: 0.00440448 | Time: 5228.49 ms [2020-11-19 07:44:35 main:574] : INFO : Epoch 53 | loss: 0.00422046 | val_loss: 0.00424763 | Time: 5543.51 ms [2020-11-19 07:44:40 main:574] : INFO : Epoch 54 | loss: 0.00407612 | val_loss: 0.00411444 | Time: 5712.98 ms [2020-11-19 07:44:46 main:574] : INFO : Epoch 55 | loss: 0.00393732 | val_loss: 0.0039488 | Time: 5686.66 ms [2020-11-19 07:44:52 main:574] : INFO : Epoch 56 | loss: 0.00379339 | val_loss: 0.00380518 | Time: 5415.3 ms [2020-11-19 07:44:57 main:574] : INFO : Epoch 57 | loss: 0.0036551 | val_loss: 0.00366944 | Time: 5676.84 ms [2020-11-19 07:45:03 main:574] : INFO : Epoch 58 | loss: 0.00352136 | val_loss: 0.00353178 | Time: 5678.65 ms [2020-11-19 07:45:09 main:574] : INFO : Epoch 59 | loss: 0.00338916 | val_loss: 0.00339904 | Time: 5794.21 ms [2020-11-19 07:45:15 main:574] : INFO : Epoch 60 | loss: 0.0032604 | val_loss: 0.00326632 | Time: 5809.9 ms [2020-11-19 07:45:21 main:574] : INFO : Epoch 61 | loss: 0.00313396 | val_loss: 0.00314083 | Time: 5739.68 ms [2020-11-19 07:45:26 main:574] : INFO : Epoch 62 | loss: 0.00301114 | val_loss: 0.00301694 | Time: 5847.02 ms [2020-11-19 07:45:32 main:574] : INFO : Epoch 63 | loss: 0.00289167 | val_loss: 0.00289528 | Time: 5770.65 ms [2020-11-19 07:45:38 main:574] : INFO : Epoch 64 | loss: 0.00277484 | val_loss: 0.00278003 | Time: 5794.41 ms [2020-11-19 07:45:44 main:574] : INFO : Epoch 65 | loss: 0.00266098 | val_loss: 0.00266462 | Time: 5690.34 ms [2020-11-19 07:46:00 main:574] : INFO : Epoch 66 | loss: 0.00255075 | val_loss: 0.00255576 | Time: 16038.6 ms [2020-11-19 07:46:06 main:574] : INFO : Epoch 67 | loss: 0.00244407 | val_loss: 0.00244856 | Time: 5787.89 ms [2020-11-19 07:46:12 main:574] : INFO : Epoch 68 | loss: 0.0023402 | val_loss: 0.00234286 | Time: 5671.68 ms [2020-11-19 07:46:17 main:574] : INFO : Epoch 69 | loss: 0.00223949 | val_loss: 0.0022434 | Time: 5620.81 ms [2020-11-19 07:46:23 main:574] : INFO : Epoch 70 | loss: 0.00214269 | val_loss: 0.00214475 | Time: 5518.45 ms [2020-11-19 07:46:29 main:574] : INFO : Epoch 71 | loss: 0.00204911 | val_loss: 0.00205406 | Time: 5634 ms [2020-11-19 07:46:34 main:574] : INFO : Epoch 72 | loss: 0.00195815 | val_loss: 0.00196239 | Time: 5659.37 ms [2020-11-19 07:46:40 main:574] : INFO : Epoch 73 | loss: 0.00187094 | val_loss: 0.00187787 | Time: 5637.08 ms [2020-11-19 07:46:46 main:574] : INFO : Epoch 74 | loss: 0.00178774 | val_loss: 0.00179219 | Time: 5639.74 ms [2020-11-19 07:46:51 main:574] : INFO : Epoch 75 | loss: 0.00170637 | val_loss: 0.00171135 | Time: 5722.76 ms [2020-11-19 07:46:57 main:574] : INFO : Epoch 76 | loss: 0.00162972 | val_loss: 0.00163328 | Time: 5639.92 ms [2020-11-19 07:47:03 main:574] : INFO : Epoch 77 | loss: 0.00155435 | val_loss: 0.00155932 | Time: 5633.73 ms [2020-11-19 07:47:09 main:574] : INFO : Epoch 78 | loss: 0.00148259 | val_loss: 0.00148806 | Time: 5634.6 ms [2020-11-19 07:47:14 main:574] : INFO : Epoch 79 | loss: 0.00141412 | val_loss: 0.00141935 | Time: 5704.54 ms [2020-11-19 07:47:20 main:574] : INFO : Epoch 80 | loss: 0.00134839 | val_loss: 0.00135271 | Time: 5918 ms [2020-11-19 07:47:26 main:574] : INFO : Epoch 81 | loss: 0.00128599 | val_loss: 0.00129176 | Time: 6020.46 ms [2020-11-19 07:47:32 main:574] : INFO : Epoch 82 | loss: 0.00122478 | val_loss: 0.00123011 | Time: 5863.71 ms [2020-11-19 07:47:38 main:574] : INFO : Epoch 83 | loss: 0.0011674 | val_loss: 0.00117232 | Time: 5854.9 ms [2020-11-19 07:47:44 main:574] : INFO : Epoch 84 | loss: 0.00111273 | val_loss: 0.00111751 | Time: 5824.21 ms [2020-11-19 07:47:50 main:574] : INFO : Epoch 85 | loss: 0.00105917 | val_loss: 0.00106542 | Time: 5631.45 ms [2020-11-19 07:47:55 main:574] : INFO : Epoch 86 | loss: 0.00100904 | val_loss: 0.00101458 | Time: 5632.13 ms [2020-11-19 07:48:01 main:574] : INFO : Epoch 87 | loss: 0.000960898 | val_loss: 0.000965803 | Time: 5670.39 ms [2020-11-19 07:48:07 main:574] : INFO : Epoch 88 | loss: 0.000915096 | val_loss: 0.000922004 | Time: 5626.06 ms [2020-11-19 07:48:12 main:574] : INFO : Epoch 89 | loss: 0.000871257 | val_loss: 0.000876697 | Time: 5633.87 ms [2020-11-19 07:48:18 main:574] : INFO : Epoch 90 | loss: 0.000829503 | val_loss: 0.000834343 | Time: 5670.67 ms [2020-11-19 07:48:24 main:574] : INFO : Epoch 91 | loss: 0.00078979 | val_loss: 0.000795593 | Time: 5636.26 ms [2020-11-19 07:48:30 main:574] : INFO : Epoch 92 | loss: 0.00075154 | val_loss: 0.000758476 | Time: 5786.22 ms [2020-11-19 07:48:36 main:574] : INFO : Epoch 93 | loss: 0.000715989 | val_loss: 0.000723489 | Time: 5939.25 ms [2020-11-19 07:48:42 main:574] : INFO : Epoch 94 | loss: 0.000681684 | val_loss: 0.000687923 | Time: 5727.29 ms [2020-11-19 07:48:47 main:574] : INFO : Epoch 95 | loss: 0.000648738 | val_loss: 0.000655817 | Time: 5764.07 ms [2020-11-19 07:48:53 main:574] : INFO : Epoch 96 | loss: 0.000618472 | val_loss: 0.000626067 | Time: 5888.49 ms [2020-11-19 07:48:59 main:574] : INFO : Epoch 97 | loss: 0.000588662 | val_loss: 0.000595603 | Time: 5867.74 ms [2020-11-19 07:49:05 main:574] : INFO : Epoch 98 | loss: 0.000561024 | val_loss: 0.00056899 | Time: 5858.74 ms [2020-11-19 07:49:11 main:574] : INFO : Epoch 99 | loss: 0.000535098 | val_loss: 0.000543411 | Time: 5877.19 ms [2020-11-19 07:49:17 main:574] : INFO : Epoch 100 | loss: 0.000510271 | val_loss: 0.000518997 | Time: 5872.94 ms [2020-11-19 07:49:23 main:574] : INFO : Epoch 101 | loss: 0.000486871 | val_loss: 0.000494285 | Time: 5778.22 ms [2020-11-19 07:49:29 main:574] : INFO : Epoch 102 | loss: 0.000465121 | val_loss: 0.000473481 | Time: 5708.36 ms [2020-11-19 07:49:35 main:574] : INFO : Epoch 103 | loss: 0.000444351 | val_loss: 0.000453853 | Time: 5870.31 ms [2020-11-19 07:49:41 main:574] : INFO : Epoch 104 | loss: 0.00042464 | val_loss: 0.000434772 | Time: 5880.85 ms [2020-11-19 07:49:46 main:574] : INFO : Epoch 105 | loss: 0.000405649 | val_loss: 0.000414542 | Time: 5872.4 ms [2020-11-19 07:49:52 main:574] : INFO : Epoch 106 | loss: 0.00038837 | val_loss: 0.000396666 | Time: 5870.8 ms [2020-11-19 07:49:58 main:574] : INFO : Epoch 107 | loss: 0.000371277 | val_loss: 0.000379335 | Time: 5854.82 ms [2020-11-19 07:50:04 main:574] : INFO : Epoch 108 | loss: 0.000355338 | val_loss: 0.000363047 | Time: 5863.85 ms [2020-11-19 07:50:10 main:574] : INFO : Epoch 109 | loss: 0.000339613 | val_loss: 0.000349691 | Time: 5896.85 ms [2020-11-19 07:50:16 main:574] : INFO : Epoch 110 | loss: 0.000325197 | val_loss: 0.000333807 | Time: 5884.51 ms [2020-11-19 07:50:22 main:574] : INFO : Epoch 111 | loss: 0.000311672 | val_loss: 0.000320341 | Time: 5571.75 ms [2020-11-19 07:50:27 main:574] : INFO : Epoch 112 | loss: 0.000298266 | val_loss: 0.000307145 | Time: 5657.89 ms [2020-11-19 07:50:33 main:574] : INFO : Epoch 113 | loss: 0.000285526 | val_loss: 0.000294296 | Time: 5694.29 ms [2020-11-19 07:50:39 main:574] : INFO : Epoch 114 | loss: 0.000273846 | val_loss: 0.000282141 | Time: 5675.32 ms [2020-11-19 07:50:45 main:574] : INFO : Epoch 115 | loss: 0.000262933 | val_loss: 0.000270824 | Time: 5696.2 ms [2020-11-19 07:50:50 main:574] : INFO : Epoch 116 | loss: 0.000251926 | val_loss: 0.000260437 | Time: 5727.39 ms [2020-11-19 07:50:56 main:574] : INFO : Epoch 117 | loss: 0.00024212 | val_loss: 0.000250463 | Time: 5684.9 ms [2020-11-19 07:51:02 main:574] : INFO : Epoch 118 | loss: 0.000232615 | val_loss: 0.000240431 | Time: 5685.79 ms [2020-11-19 07:51:08 main:574] : INFO : Epoch 119 | loss: 0.000223548 | val_loss: 0.000231714 | Time: 5735.71 ms [2020-11-19 07:51:13 main:574] : INFO : Epoch 120 | loss: 0.00021433 | val_loss: 0.00022152 | Time: 5706.5 ms [2020-11-19 07:51:19 main:574] : INFO : Epoch 121 | loss: 0.000207154 | val_loss: 0.000213248 | Time: 5724.92 ms [2020-11-19 07:51:25 main:574] : INFO : Epoch 122 | loss: 0.00019868 | val_loss: 0.000205605 | Time: 5721.64 ms [2020-11-19 07:51:31 main:574] : INFO : Epoch 123 | loss: 0.000191265 | val_loss: 0.00019836 | Time: 5640.57 ms [2020-11-19 07:51:36 main:574] : INFO : Epoch 124 | loss: 0.000184792 | val_loss: 0.000192191 | Time: 5637.02 ms [2020-11-19 07:51:42 main:574] : INFO : Epoch 125 | loss: 0.000177991 | val_loss: 0.000185675 | Time: 5648.05 ms [2020-11-19 07:51:48 main:574] : INFO : Epoch 126 | loss: 0.000172176 | val_loss: 0.000180732 | Time: 5655.93 ms [2020-11-19 07:51:54 main:574] : INFO : Epoch 127 | loss: 0.000166281 | val_loss: 0.000173941 | Time: 5614.75 ms [2020-11-19 07:51:59 main:574] : INFO : Epoch 128 | loss: 0.000160744 | val_loss: 0.000167402 | Time: 5639.15 ms [2020-11-19 07:52:05 main:574] : INFO : Epoch 129 | loss: 0.000155049 | val_loss: 0.000161939 | Time: 5780.68 ms [2020-11-19 07:52:11 main:574] : INFO : Epoch 130 | loss: 0.00015006 | val_loss: 0.000156933 | Time: 5758.44 ms [2020-11-19 07:52:17 main:574] : INFO : Epoch 131 | loss: 0.000145412 | val_loss: 0.000152952 | Time: 5683.34 ms [2020-11-19 07:52:22 main:574] : INFO : Epoch 132 | loss: 0.000141411 | val_loss: 0.000148283 | Time: 5758.15 ms [2020-11-19 07:52:28 main:574] : INFO : Epoch 133 | loss: 0.000137002 | val_loss: 0.000143679 | Time: 5846.58 ms [2020-11-19 07:52:34 main:574] : INFO : Epoch 134 | loss: 0.000132707 | val_loss: 0.000139722 | Time: 5852.51 ms [2020-11-19 07:52:40 main:574] : INFO : Epoch 135 | loss: 0.000129198 | val_loss: 0.000134825 | Time: 5865.62 ms [2020-11-19 07:52:46 main:574] : INFO : Epoch 136 | loss: 0.000125221 | val_loss: 0.00013227 | Time: 5858.51 ms [2020-11-19 07:52:52 main:574] : INFO : Epoch 137 | loss: 0.000121662 | val_loss: 0.000128819 | Time: 5819.86 ms [2020-11-19 07:52:58 main:574] : INFO : Epoch 138 | loss: 0.000118421 | val_loss: 0.000126076 | Time: 5642.51 ms [2020-11-19 07:53:03 main:574] : INFO : Epoch 139 | loss: 0.000115398 | val_loss: 0.000121604 | Time: 5631.1 ms [2020-11-19 07:53:09 main:574] : INFO : Epoch 140 | loss: 0.00011172 | val_loss: 0.000117949 | Time: 5674.22 ms [2020-11-19 07:53:15 main:574] : INFO : Epoch 141 | loss: 0.000109607 | val_loss: 0.000114805 | Time: 5677.24 ms [2020-11-19 07:53:21 main:574] : INFO : Epoch 142 | loss: 0.000106702 | val_loss: 0.000111713 | Time: 5753.86 ms [2020-11-19 07:53:27 main:574] : INFO : Epoch 143 | loss: 0.000103533 | val_loss: 0.000111243 | Time: 5874.98 ms [2020-11-19 07:53:33 main:574] : INFO : Epoch 144 | loss: 0.000101103 | val_loss: 0.000107247 | Time: 5908.38 ms [2020-11-19 07:53:38 main:574] : INFO : Epoch 145 | loss: 9.84357e-05 | val_loss: 0.00010685 | Time: 5730.2 ms [2020-11-19 07:53:44 main:574] : INFO : Epoch 146 | loss: 9.65674e-05 | val_loss: 0.000103329 | Time: 5644.24 ms [2020-11-19 07:53:50 main:574] : INFO : Epoch 147 | loss: 9.32827e-05 | val_loss: 9.99049e-05 | Time: 5625.93 ms [2020-11-19 07:53:55 main:574] : INFO : Epoch 148 | loss: 9.17771e-05 | val_loss: 9.75622e-05 | Time: 5658.91 ms [2020-11-19 07:54:01 main:574] : INFO : Epoch 149 | loss: 8.94338e-05 | val_loss: 9.52026e-05 | Time: 5637.24 ms [2020-11-19 07:54:07 main:574] : INFO : Epoch 150 | loss: 8.75273e-05 | val_loss: 9.29855e-05 | Time: 5629.06 ms [2020-11-19 07:54:12 main:574] : INFO : Epoch 151 | loss: 8.54839e-05 | val_loss: 9.10159e-05 | Time: 5619.8 ms [2020-11-19 07:54:18 main:574] : INFO : Epoch 152 | loss: 8.38057e-05 | val_loss: 8.91558e-05 | Time: 5631.77 ms [2020-11-19 07:54:24 main:574] : INFO : Epoch 153 | loss: 8.20164e-05 | val_loss: 8.68852e-05 | Time: 5658.53 ms [2020-11-19 07:54:30 main:574] : INFO : Epoch 154 | loss: 8.0214e-05 | val_loss: 8.65235e-05 | Time: 5645.74 ms [2020-11-19 07:54:35 main:574] : INFO : Epoch 155 | loss: 7.89889e-05 | val_loss: 8.53395e-05 | Time: 5675.4 ms [2020-11-19 07:54:41 main:574] : INFO : Epoch 156 | loss: 7.68534e-05 | val_loss: 8.10214e-05 | Time: 5641.06 ms [2020-11-19 07:54:47 main:574] : INFO : Epoch 157 | loss: 7.55754e-05 | val_loss: 8.0374e-05 | Time: 5663.6 ms [2020-11-19 07:54:52 main:574] : INFO : Epoch 158 | loss: 7.37842e-05 | val_loss: 7.90954e-05 | Time: 5670.93 ms [2020-11-19 07:54:58 main:574] : INFO : Epoch 159 | loss: 7.20227e-05 | val_loss: 7.66014e-05 | Time: 5640.26 ms [2020-11-19 07:55:04 main:574] : INFO : Epoch 160 | loss: 7.06144e-05 | val_loss: 7.48536e-05 | Time: 5659.16 ms [2020-11-19 07:55:10 main:574] : INFO : Epoch 161 | loss: 6.89302e-05 | val_loss: 7.33337e-05 | Time: 5656.43 ms [2020-11-19 07:55:15 main:574] : INFO : Epoch 162 | loss: 6.77679e-05 | val_loss: 7.16328e-05 | Time: 5689.78 ms [2020-11-19 07:55:21 main:574] : INFO : Epoch 163 | loss: 6.64283e-05 | val_loss: 7.02797e-05 | Time: 5701.17 ms [2020-11-19 07:55:27 main:574] : INFO : Epoch 164 | loss: 6.54071e-05 | val_loss: 6.94232e-05 | Time: 5640.3 ms [2020-11-19 07:55:32 main:574] : INFO : Epoch 165 | loss: 6.42539e-05 | val_loss: 6.79169e-05 | Time: 5637.92 ms [2020-11-19 07:55:38 main:574] : INFO : Epoch 166 | loss: 6.28623e-05 | val_loss: 6.76193e-05 | Time: 5636.71 ms [2020-11-19 07:55:44 main:574] : INFO : Epoch 167 | loss: 6.19889e-05 | val_loss: 6.60384e-05 | Time: 5648.81 ms [2020-11-19 07:55:50 main:574] : INFO : Epoch 168 | loss: 6.07667e-05 | val_loss: 6.53e-05 | Time: 5638.18 ms [2020-11-19 07:55:55 main:574] : INFO : Epoch 169 | loss: 5.95238e-05 | val_loss: 6.22817e-05 | Time: 5643.71 ms [2020-11-19 07:56:01 main:574] : INFO : Epoch 170 | loss: 5.87524e-05 | val_loss: 6.26835e-05 | Time: 5645.7 ms [2020-11-19 07:56:07 main:574] : INFO : Epoch 171 | loss: 5.75164e-05 | val_loss: 6.04945e-05 | Time: 5668.17 ms [2020-11-19 07:56:12 main:574] : INFO : Epoch 172 | loss: 5.66565e-05 | val_loss: 5.99709e-05 | Time: 5389.93 ms [2020-11-19 07:56:17 main:574] : INFO : Epoch 173 | loss: 5.56427e-05 | val_loss: 5.91809e-05 | Time: 5165.56 ms [2020-11-19 07:56:23 main:574] : INFO : Epoch 174 | loss: 5.4942e-05 | val_loss: 5.94218e-05 | Time: 5475.3 ms [2020-11-19 07:56:29 main:574] : INFO : Epoch 175 | loss: 5.43969e-05 | val_loss: 5.78037e-05 | Time: 5627.45 ms [2020-11-19 07:56:34 main:574] : INFO : Epoch 176 | loss: 5.34818e-05 | val_loss: 5.67775e-05 | Time: 5625.92 ms [2020-11-19 07:56:40 main:574] : INFO : Epoch 177 | loss: 5.26446e-05 | val_loss: 5.56015e-05 | Time: 5634.44 ms [2020-11-19 07:56:46 main:574] : INFO : Epoch 178 | loss: 5.1691e-05 | val_loss: 5.491e-05 | Time: 5622.22 ms [2020-11-19 07:56:51 main:574] : INFO : Epoch 179 | loss: 5.07793e-05 | val_loss: 5.5193e-05 | Time: 5640.02 ms [2020-11-19 07:56:57 main:574] : INFO : Epoch 180 | loss: 5.04266e-05 | val_loss: 5.27056e-05 | Time: 5633.43 ms [2020-11-19 07:57:03 main:574] : INFO : Epoch 181 | loss: 4.96026e-05 | val_loss: 5.29666e-05 | Time: 5625.12 ms [2020-11-19 07:57:08 main:574] : INFO : Epoch 182 | loss: 4.87615e-05 | val_loss: 5.13768e-05 | Time: 5620.4 ms [2020-11-19 07:57:14 main:574] : INFO : Epoch 183 | loss: 4.82409e-05 | val_loss: 5.19178e-05 | Time: 5619.93 ms [2020-11-19 07:57:20 main:574] : INFO : Epoch 184 | loss: 4.75832e-05 | val_loss: 5.06536e-05 | Time: 5628.76 ms [2020-11-19 07:57:25 main:574] : INFO : Epoch 185 | loss: 4.67352e-05 | val_loss: 5.0954e-05 | Time: 5712.19 ms [2020-11-19 07:57:31 main:574] : INFO : Epoch 186 | loss: 4.6357e-05 | val_loss: 4.94307e-05 | Time: 5636.57 ms [2020-11-19 07:57:37 main:574] : INFO : Epoch 187 | loss: 4.53253e-05 | val_loss: 4.78754e-05 | Time: 5637.1 ms [2020-11-19 07:57:43 main:574] : INFO : Epoch 188 | loss: 4.49356e-05 | val_loss: 4.75876e-05 | Time: 5626.44 ms [2020-11-19 07:57:48 main:574] : INFO : Epoch 189 | loss: 4.43153e-05 | val_loss: 4.73949e-05 | Time: 5667.13 ms [2020-11-19 07:57:54 main:574] : INFO : Epoch 190 | loss: 4.36799e-05 | val_loss: 4.78702e-05 | Time: 5644.04 ms [2020-11-19 07:58:00 main:574] : INFO : Epoch 191 | loss: 4.34914e-05 | val_loss: 4.62353e-05 | Time: 5704.97 ms [2020-11-19 07:58:06 main:574] : INFO : Epoch 192 | loss: 4.26285e-05 | val_loss: 4.61631e-05 | Time: 5858.14 ms [2020-11-19 07:58:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.61631e-05 [2020-11-19 07:58:06 main:603] : INFO : Saving end state to config to file [2020-11-19 07:58:06 main:608] : INFO : Success, exiting.. 07:58:06 (16480): 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)