Task 2796956
| Name | rand_automata_0099-1604947566-24502-0_2 |
| Workunit | 1259521 |
| Created | 9 Nov 2020, 19:40:11 UTC |
| Sent | 9 Nov 2020, 19:43:12 UTC |
| Report deadline | 10 Nov 2020, 18:13:12 UTC |
| Received | 9 Nov 2020, 22:10:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 20 min 18 sec |
| CPU time | 19 min 37 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 1,475.23 GFLOPS |
| Application version | Machine Learning Dataset Generator (test) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.00 GB |
| Peak disk usage | 1.53 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-09 22:50:35 main:435] : INFO : Set logging level to 1 [2020-11-09 22:50:35 main:441] : INFO : Running in BOINC Client mode [2020-11-09 22:50:35 main:444] : INFO : Resolving all filenames [2020-11-09 22:50:35 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 (exists = 1) [2020-11-09 22:50:35 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-1604947566-24502-0_2_r1649193232_1 (exists = 0) [2020-11-09 22:50:35 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-1604947566-24502-0_2_r1649193232_0 (exists = 0) [2020-11-09 22:50:35 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2020-11-09 22:50:35 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-09 22:50:36 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 [2020-11-09 22:50:36 main:474] : INFO : Configuration: [2020-11-09 22:50:36 main:475] : INFO : Model type: LSTM [2020-11-09 22:50:36 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-09 22:50:36 main:477] : INFO : Max Epochs: 192 [2020-11-09 22:50:36 main:478] : INFO : Batch Size: 32 [2020-11-09 22:50:36 main:479] : INFO : Learning Rate: 0.001 [2020-11-09 22:50:36 main:480] : INFO : Patience: 10 [2020-11-09 22:50:36 main:481] : INFO : Hidden Width: 64 [2020-11-09 22:50:36 main:482] : INFO : # Recurrent Layers: 4 [2020-11-09 22:50:36 main:483] : INFO : # Backend Layers: 2 [2020-11-09 22:50:36 main:484] : INFO : # Threads: 1 [2020-11-09 22:50:36 main:486] : INFO : Preparing Dataset [2020-11-09 22:50:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 into memory [2020-11-09 22:50:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 into memory [2020-11-09 22:50:39 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-09 22:50:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 into memory [2020-11-09 22:50:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0099-train-val-dataset.hdf5 into memory [2020-11-09 22:50:39 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-09 22:50:39 main:494] : INFO : Creating Model [2020-11-09 22:50:39 main:507] : INFO : Preparing config file [2020-11-09 22:50:39 main:519] : INFO : Creating new config file [2020-11-09 22:50:40 main:559] : INFO : Loading DataLoader into Memory [2020-11-09 22:50:40 main:562] : INFO : Starting Training [2020-11-09 22:50:47 main:574] : INFO : Epoch 1 | loss: 0.0661826 | val_loss: 0.0658531 | Time: 6755.57 ms [2020-11-09 22:50:53 main:574] : INFO : Epoch 2 | loss: 0.0651178 | val_loss: 0.063872 | Time: 6143.24 ms [2020-11-09 22:51:00 main:574] : INFO : Epoch 3 | loss: 0.0623171 | val_loss: 0.0604065 | Time: 6340.58 ms [2020-11-09 22:51:06 main:574] : INFO : Epoch 4 | loss: 0.0586748 | val_loss: 0.0573126 | Time: 6233.72 ms [2020-11-09 22:51:13 main:574] : INFO : Epoch 5 | loss: 0.0560861 | val_loss: 0.0551832 | Time: 6488.75 ms [2020-11-09 22:51:19 main:574] : INFO : Epoch 6 | loss: 0.054376 | val_loss: 0.0537944 | Time: 6197.3 ms [2020-11-09 22:51:25 main:574] : INFO : Epoch 7 | loss: 0.0529903 | val_loss: 0.0525812 | Time: 6059.23 ms [2020-11-09 22:51:31 main:574] : INFO : Epoch 8 | loss: 0.0516876 | val_loss: 0.05122 | Time: 6204.06 ms [2020-11-09 22:51:37 main:574] : INFO : Epoch 9 | loss: 0.0504357 | val_loss: 0.0501294 | Time: 6050.65 ms [2020-11-09 22:51:43 main:574] : INFO : Epoch 10 | loss: 0.0490746 | val_loss: 0.0487518 | Time: 6041.52 ms [2020-11-09 22:51:50 main:574] : INFO : Epoch 11 | loss: 0.0475646 | val_loss: 0.0473218 | Time: 6312.96 ms [2020-11-09 22:51:56 main:574] : INFO : Epoch 12 | loss: 0.0459277 | val_loss: 0.045551 | Time: 6224.08 ms [2020-11-09 22:52:03 main:574] : INFO : Epoch 13 | loss: 0.0441332 | val_loss: 0.0440148 | Time: 6418.97 ms [2020-11-09 22:52:09 main:574] : INFO : Epoch 14 | loss: 0.0419773 | val_loss: 0.0419392 | Time: 6212.69 ms [2020-11-09 22:52:15 main:574] : INFO : Epoch 15 | loss: 0.03982 | val_loss: 0.0394422 | Time: 6118.52 ms [2020-11-09 22:52:21 main:574] : INFO : Epoch 16 | loss: 0.0373695 | val_loss: 0.0375262 | Time: 6244.1 ms [2020-11-09 22:52:28 main:574] : INFO : Epoch 17 | loss: 0.0344853 | val_loss: 0.034558 | Time: 6268.76 ms [2020-11-09 22:52:34 main:574] : INFO : Epoch 18 | loss: 0.031553 | val_loss: 0.0308943 | Time: 6192.63 ms [2020-11-09 22:52:40 main:574] : INFO : Epoch 19 | loss: 0.0283515 | val_loss: 0.0291008 | Time: 6296.52 ms [2020-11-09 22:52:46 main:574] : INFO : Epoch 20 | loss: 0.0282108 | val_loss: 0.0304953 | Time: 6127.84 ms [2020-11-09 22:52:52 main:574] : INFO : Epoch 21 | loss: 0.0245214 | val_loss: 0.0280437 | Time: 6069.02 ms [2020-11-09 22:52:59 main:574] : INFO : Epoch 22 | loss: 0.0230486 | val_loss: 0.0227658 | Time: 6246.42 ms [2020-11-09 22:53:05 main:574] : INFO : Epoch 23 | loss: 0.0240696 | val_loss: 0.0223779 | Time: 6076.08 ms [2020-11-09 22:53:11 main:574] : INFO : Epoch 24 | loss: 0.0270309 | val_loss: 0.0203298 | Time: 6115.62 ms [2020-11-09 22:53:17 main:574] : INFO : Epoch 25 | loss: 0.0168077 | val_loss: 0.0156745 | Time: 6211.15 ms [2020-11-09 22:53:23 main:574] : INFO : Epoch 26 | loss: 0.0476024 | val_loss: 0.0333179 | Time: 6111.81 ms [2020-11-09 22:53:30 main:574] : INFO : Epoch 27 | loss: 0.0200066 | val_loss: 0.0156883 | Time: 6177.33 ms [2020-11-09 22:53:36 main:574] : INFO : Epoch 28 | loss: 0.0152155 | val_loss: 0.0133625 | Time: 6444.97 ms [2020-11-09 22:53:43 main:574] : INFO : Epoch 29 | loss: 0.0190437 | val_loss: 0.0131986 | Time: 6338.75 ms [2020-11-09 22:53:49 main:574] : INFO : Epoch 30 | loss: 0.0121818 | val_loss: 0.0122053 | Time: 6388.31 ms [2020-11-09 22:53:55 main:574] : INFO : Epoch 31 | loss: 0.0119473 | val_loss: 0.0124682 | Time: 6225.97 ms [2020-11-09 22:54:01 main:574] : INFO : Epoch 32 | loss: 0.0105016 | val_loss: 0.0100354 | Time: 6114.59 ms [2020-11-09 22:54:08 main:574] : INFO : Epoch 33 | loss: 0.00965123 | val_loss: 0.00992278 | Time: 6261.88 ms [2020-11-09 22:54:14 main:574] : INFO : Epoch 34 | loss: 0.00983512 | val_loss: 0.00991796 | Time: 6148.11 ms [2020-11-09 22:54:20 main:574] : INFO : Epoch 35 | loss: 0.00894327 | val_loss: 0.00931636 | Time: 6108.26 ms [2020-11-09 22:54:26 main:574] : INFO : Epoch 36 | loss: 0.0084436 | val_loss: 0.0084808 | Time: 6188.09 ms [2020-11-09 22:54:33 main:574] : INFO : Epoch 37 | loss: 0.00806016 | val_loss: 0.00819964 | Time: 6278.86 ms [2020-11-09 22:54:39 main:574] : INFO : Epoch 38 | loss: 0.00776873 | val_loss: 0.00789083 | Time: 6326.2 ms [2020-11-09 22:54:45 main:574] : INFO : Epoch 39 | loss: 0.00755864 | val_loss: 0.00761486 | Time: 6286.37 ms [2020-11-09 22:54:52 main:574] : INFO : Epoch 40 | loss: 0.00724805 | val_loss: 0.00734786 | Time: 6270.93 ms [2020-11-09 22:54:58 main:574] : INFO : Epoch 41 | loss: 0.0105529 | val_loss: 0.0411527 | Time: 6290.11 ms [2020-11-09 22:55:04 main:574] : INFO : Epoch 42 | loss: 0.0141654 | val_loss: 0.0080545 | Time: 6293.86 ms [2020-11-09 22:55:11 main:574] : INFO : Epoch 43 | loss: 0.00734583 | val_loss: 0.00710711 | Time: 6183.52 ms [2020-11-09 22:55:17 main:574] : INFO : Epoch 44 | loss: 0.00681877 | val_loss: 0.00678707 | Time: 6136.67 ms [2020-11-09 22:55:23 main:574] : INFO : Epoch 45 | loss: 0.0065897 | val_loss: 0.00682672 | Time: 6251.35 ms [2020-11-09 22:55:29 main:574] : INFO : Epoch 46 | loss: 0.00630809 | val_loss: 0.00625787 | Time: 6276.61 ms [2020-11-09 22:55:35 main:574] : INFO : Epoch 47 | loss: 0.00604816 | val_loss: 0.00604561 | Time: 6045.86 ms [2020-11-09 22:55:42 main:574] : INFO : Epoch 48 | loss: 0.0058448 | val_loss: 0.00584938 | Time: 6329.27 ms [2020-11-09 22:55:48 main:574] : INFO : Epoch 49 | loss: 0.00565879 | val_loss: 0.00566895 | Time: 6122.01 ms [2020-11-09 22:55:54 main:574] : INFO : Epoch 50 | loss: 0.0054774 | val_loss: 0.00547207 | Time: 5990.2 ms [2020-11-09 22:56:00 main:574] : INFO : Epoch 51 | loss: 0.00529877 | val_loss: 0.00529391 | Time: 6158.18 ms [2020-11-09 22:56:06 main:574] : INFO : Epoch 52 | loss: 0.00512922 | val_loss: 0.00511754 | Time: 6003.35 ms [2020-11-09 22:56:12 main:574] : INFO : Epoch 53 | loss: 0.00498249 | val_loss: 0.0049546 | Time: 6019.02 ms [2020-11-09 22:56:19 main:574] : INFO : Epoch 54 | loss: 0.00479736 | val_loss: 0.00478215 | Time: 6261.27 ms [2020-11-09 22:56:25 main:574] : INFO : Epoch 55 | loss: 0.00463879 | val_loss: 0.0046284 | Time: 6214.27 ms [2020-11-09 22:56:31 main:574] : INFO : Epoch 56 | loss: 0.00447841 | val_loss: 0.0044576 | Time: 6153.01 ms [2020-11-09 22:56:37 main:574] : INFO : Epoch 57 | loss: 0.00432689 | val_loss: 0.00431374 | Time: 6146.21 ms [2020-11-09 22:56:44 main:574] : INFO : Epoch 58 | loss: 0.00417957 | val_loss: 0.00416078 | Time: 6272.51 ms [2020-11-09 22:56:50 main:574] : INFO : Epoch 59 | loss: 0.00403515 | val_loss: 0.00400872 | Time: 5942.63 ms [2020-11-09 22:56:56 main:574] : INFO : Epoch 60 | loss: 0.00389309 | val_loss: 0.0038582 | Time: 6259.77 ms [2020-11-09 22:57:02 main:574] : INFO : Epoch 61 | loss: 0.00375555 | val_loss: 0.00372138 | Time: 6353.95 ms [2020-11-09 22:57:09 main:574] : INFO : Epoch 62 | loss: 0.0036209 | val_loss: 0.00358909 | Time: 6227.58 ms [2020-11-09 22:57:15 main:574] : INFO : Epoch 63 | loss: 0.00349046 | val_loss: 0.00345367 | Time: 6097.92 ms [2020-11-09 22:57:21 main:574] : INFO : Epoch 64 | loss: 0.00336286 | val_loss: 0.00332649 | Time: 6133 ms [2020-11-09 22:57:27 main:574] : INFO : Epoch 65 | loss: 0.00323888 | val_loss: 0.00320348 | Time: 6233.18 ms [2020-11-09 22:57:33 main:574] : INFO : Epoch 66 | loss: 0.0031183 | val_loss: 0.00308335 | Time: 6189.64 ms [2020-11-09 22:57:40 main:574] : INFO : Epoch 67 | loss: 0.00300245 | val_loss: 0.00296444 | Time: 6063.85 ms [2020-11-09 22:57:46 main:574] : INFO : Epoch 68 | loss: 0.00288774 | val_loss: 0.00284996 | Time: 6122.51 ms [2020-11-09 22:57:52 main:574] : INFO : Epoch 69 | loss: 0.00277793 | val_loss: 0.0027417 | Time: 6052.19 ms [2020-11-09 22:57:58 main:574] : INFO : Epoch 70 | loss: 0.00267187 | val_loss: 0.00263453 | Time: 5905.82 ms [2020-11-09 22:58:04 main:574] : INFO : Epoch 71 | loss: 0.00256814 | val_loss: 0.00252996 | Time: 6156.85 ms [2020-11-09 22:58:10 main:574] : INFO : Epoch 72 | loss: 0.00246877 | val_loss: 0.00243109 | Time: 6052.37 ms [2020-11-09 22:58:16 main:574] : INFO : Epoch 73 | loss: 0.00237311 | val_loss: 0.0023389 | Time: 6026.22 ms [2020-11-09 22:58:22 main:574] : INFO : Epoch 74 | loss: 0.00227963 | val_loss: 0.00224684 | Time: 6223.3 ms [2020-11-09 22:58:29 main:574] : INFO : Epoch 75 | loss: 0.00219148 | val_loss: 0.0021549 | Time: 6155.41 ms [2020-11-09 22:58:35 main:574] : INFO : Epoch 76 | loss: 0.00210551 | val_loss: 0.00207223 | Time: 6143.37 ms [2020-11-09 22:58:41 main:574] : INFO : Epoch 77 | loss: 0.00202283 | val_loss: 0.00199028 | Time: 6298.73 ms [2020-11-09 22:58:47 main:574] : INFO : Epoch 78 | loss: 0.00194293 | val_loss: 0.00190935 | Time: 6234.82 ms [2020-11-09 22:58:54 main:574] : INFO : Epoch 79 | loss: 0.00186667 | val_loss: 0.00183616 | Time: 6265.59 ms [2020-11-09 22:59:00 main:574] : INFO : Epoch 80 | loss: 0.00179328 | val_loss: 0.00176063 | Time: 6231.69 ms [2020-11-09 22:59:06 main:574] : INFO : Epoch 81 | loss: 0.00172307 | val_loss: 0.00169455 | Time: 6162.71 ms [2020-11-09 22:59:12 main:574] : INFO : Epoch 82 | loss: 0.00165573 | val_loss: 0.00162592 | Time: 6155.31 ms [2020-11-09 22:59:19 main:574] : INFO : Epoch 83 | loss: 0.0015911 | val_loss: 0.00156027 | Time: 6237.89 ms [2020-11-09 22:59:25 main:574] : INFO : Epoch 84 | loss: 0.00152846 | val_loss: 0.0015006 | Time: 6298.7 ms [2020-11-09 22:59:31 main:574] : INFO : Epoch 85 | loss: 0.0014697 | val_loss: 0.00144338 | Time: 5973.03 ms [2020-11-09 22:59:37 main:574] : INFO : Epoch 86 | loss: 0.00141293 | val_loss: 0.00138868 | Time: 6137.97 ms [2020-11-09 22:59:44 main:574] : INFO : Epoch 87 | loss: 0.00135852 | val_loss: 0.00133392 | Time: 6284.78 ms [2020-11-09 22:59:50 main:574] : INFO : Epoch 88 | loss: 0.00130688 | val_loss: 0.00128422 | Time: 6163.3 ms [2020-11-09 22:59:56 main:574] : INFO : Epoch 89 | loss: 0.00125691 | val_loss: 0.00123642 | Time: 6172.65 ms [2020-11-09 23:00:02 main:574] : INFO : Epoch 90 | loss: 0.00121035 | val_loss: 0.00118891 | Time: 6290.56 ms [2020-11-09 23:00:09 main:574] : INFO : Epoch 91 | loss: 0.00116419 | val_loss: 0.00114255 | Time: 6082.46 ms [2020-11-09 23:00:15 main:574] : INFO : Epoch 92 | loss: 0.00112037 | val_loss: 0.00110187 | Time: 5969.32 ms [2020-11-09 23:00:21 main:574] : INFO : Epoch 93 | loss: 0.00107955 | val_loss: 0.00106145 | Time: 6247.26 ms [2020-11-09 23:00:27 main:574] : INFO : Epoch 94 | loss: 0.00103985 | val_loss: 0.00102086 | Time: 6120.63 ms [2020-11-09 23:00:33 main:574] : INFO : Epoch 95 | loss: 0.00100166 | val_loss: 0.000987773 | Time: 6000.23 ms [2020-11-09 23:00:39 main:574] : INFO : Epoch 96 | loss: 0.000965307 | val_loss: 0.000949501 | Time: 6186.27 ms [2020-11-09 23:00:46 main:574] : INFO : Epoch 97 | loss: 0.000930513 | val_loss: 0.000918595 | Time: 6259.62 ms [2020-11-09 23:00:52 main:574] : INFO : Epoch 98 | loss: 0.000896353 | val_loss: 0.000882041 | Time: 6076.99 ms [2020-11-09 23:00:58 main:574] : INFO : Epoch 99 | loss: 0.000864295 | val_loss: 0.000850405 | Time: 6228.89 ms [2020-11-09 23:01:04 main:574] : INFO : Epoch 100 | loss: 0.000832818 | val_loss: 0.000823683 | Time: 6156.75 ms [2020-11-09 23:01:11 main:574] : INFO : Epoch 101 | loss: 0.000803562 | val_loss: 0.000793419 | Time: 6322.83 ms [2020-11-09 23:01:17 main:574] : INFO : Epoch 102 | loss: 0.000774736 | val_loss: 0.000764853 | Time: 5931.96 ms [2020-11-09 23:01:23 main:574] : INFO : Epoch 103 | loss: 0.00074936 | val_loss: 0.00073706 | Time: 6252.9 ms [2020-11-09 23:01:29 main:574] : INFO : Epoch 104 | loss: 0.000720926 | val_loss: 0.000709931 | Time: 6172.78 ms [2020-11-09 23:01:35 main:574] : INFO : Epoch 105 | loss: 0.000696015 | val_loss: 0.000687345 | Time: 6057.68 ms [2020-11-09 23:01:41 main:574] : INFO : Epoch 106 | loss: 0.000671513 | val_loss: 0.00066493 | Time: 6015.01 ms [2020-11-09 23:01:47 main:574] : INFO : Epoch 107 | loss: 0.000648816 | val_loss: 0.000643614 | Time: 6198.27 ms [2020-11-09 23:01:54 main:574] : INFO : Epoch 108 | loss: 0.000626267 | val_loss: 0.000616186 | Time: 6161.25 ms [2020-11-09 23:02:00 main:574] : INFO : Epoch 109 | loss: 0.000604719 | val_loss: 0.000600854 | Time: 6398.53 ms [2020-11-09 23:02:06 main:574] : INFO : Epoch 110 | loss: 0.00058391 | val_loss: 0.000581062 | Time: 6128.87 ms [2020-11-09 23:02:13 main:574] : INFO : Epoch 111 | loss: 0.000564348 | val_loss: 0.000558409 | Time: 6310.45 ms [2020-11-09 23:02:19 main:574] : INFO : Epoch 112 | loss: 0.000545241 | val_loss: 0.000537468 | Time: 6261.4 ms [2020-11-09 23:02:25 main:574] : INFO : Epoch 113 | loss: 0.0005267 | val_loss: 0.000524749 | Time: 6035.21 ms [2020-11-09 23:02:31 main:574] : INFO : Epoch 114 | loss: 0.000510178 | val_loss: 0.000505046 | Time: 6322.25 ms [2020-11-09 23:02:38 main:574] : INFO : Epoch 115 | loss: 0.00049337 | val_loss: 0.000488386 | Time: 6265.64 ms [2020-11-09 23:02:44 main:574] : INFO : Epoch 116 | loss: 0.000478191 | val_loss: 0.000472537 | Time: 6254.85 ms [2020-11-09 23:02:50 main:574] : INFO : Epoch 117 | loss: 0.000462452 | val_loss: 0.000457474 | Time: 6092.75 ms [2020-11-09 23:02:56 main:574] : INFO : Epoch 118 | loss: 0.000448325 | val_loss: 0.000441504 | Time: 6200.99 ms [2020-11-09 23:03:03 main:574] : INFO : Epoch 119 | loss: 0.000434699 | val_loss: 0.000430246 | Time: 6022.59 ms [2020-11-09 23:03:09 main:574] : INFO : Epoch 120 | loss: 0.000421957 | val_loss: 0.000417045 | Time: 6119.74 ms [2020-11-09 23:03:15 main:574] : INFO : Epoch 121 | loss: 0.000408809 | val_loss: 0.00040528 | Time: 6047.95 ms [2020-11-09 23:03:21 main:574] : INFO : Epoch 122 | loss: 0.000396316 | val_loss: 0.00039061 | Time: 6253.93 ms [2020-11-09 23:03:27 main:574] : INFO : Epoch 123 | loss: 0.000384912 | val_loss: 0.000380013 | Time: 6248.85 ms [2020-11-09 23:03:34 main:574] : INFO : Epoch 124 | loss: 0.000374212 | val_loss: 0.000367254 | Time: 6195.45 ms [2020-11-09 23:03:40 main:574] : INFO : Epoch 125 | loss: 0.00036354 | val_loss: 0.000359924 | Time: 6251.9 ms [2020-11-09 23:03:46 main:574] : INFO : Epoch 126 | loss: 0.000351936 | val_loss: 0.000346434 | Time: 5952.73 ms [2020-11-09 23:03:52 main:574] : INFO : Epoch 127 | loss: 0.000343004 | val_loss: 0.000339856 | Time: 6310 ms [2020-11-09 23:03:58 main:574] : INFO : Epoch 128 | loss: 0.000333506 | val_loss: 0.000329163 | Time: 6226.86 ms [2020-11-09 23:04:05 main:574] : INFO : Epoch 129 | loss: 0.0003245 | val_loss: 0.000321634 | Time: 6086.41 ms [2020-11-09 23:04:11 main:574] : INFO : Epoch 130 | loss: 0.000315415 | val_loss: 0.000313692 | Time: 6278.71 ms [2020-11-09 23:04:17 main:574] : INFO : Epoch 131 | loss: 0.000307458 | val_loss: 0.000304546 | Time: 6373.27 ms [2020-11-09 23:04:24 main:574] : INFO : Epoch 132 | loss: 0.000299626 | val_loss: 0.000294123 | Time: 6183.14 ms [2020-11-09 23:04:30 main:574] : INFO : Epoch 133 | loss: 0.000290954 | val_loss: 0.000287003 | Time: 6098.28 ms [2020-11-09 23:04:36 main:574] : INFO : Epoch 134 | loss: 0.000283898 | val_loss: 0.000290477 | Time: 6132.26 ms [2020-11-09 23:04:42 main:574] : INFO : Epoch 135 | loss: 0.000276795 | val_loss: 0.000272884 | Time: 6174.51 ms [2020-11-09 23:04:48 main:574] : INFO : Epoch 136 | loss: 0.000268247 | val_loss: 0.000266729 | Time: 6187.68 ms [2020-11-09 23:04:55 main:574] : INFO : Epoch 137 | loss: 0.000261649 | val_loss: 0.000261591 | Time: 6116.45 ms [2020-11-09 23:05:01 main:574] : INFO : Epoch 138 | loss: 0.000255561 | val_loss: 0.000254253 | Time: 6099.99 ms [2020-11-09 23:05:07 main:574] : INFO : Epoch 139 | loss: 0.000248971 | val_loss: 0.000245896 | Time: 6297.15 ms [2020-11-09 23:05:13 main:574] : INFO : Epoch 140 | loss: 0.000242885 | val_loss: 0.000240786 | Time: 6271.83 ms [2020-11-09 23:05:20 main:574] : INFO : Epoch 141 | loss: 0.000237325 | val_loss: 0.000236069 | Time: 6179.62 ms [2020-11-09 23:05:26 main:574] : INFO : Epoch 142 | loss: 0.000231992 | val_loss: 0.000230462 | Time: 6190.17 ms [2020-11-09 23:05:32 main:574] : INFO : Epoch 143 | loss: 0.000226397 | val_loss: 0.000223194 | Time: 6219.44 ms [2020-11-09 23:05:38 main:574] : INFO : Epoch 144 | loss: 0.000221082 | val_loss: 0.000218384 | Time: 6238.57 ms [2020-11-09 23:05:45 main:574] : INFO : Epoch 145 | loss: 0.000215683 | val_loss: 0.000213504 | Time: 6250.54 ms [2020-11-09 23:05:51 main:574] : INFO : Epoch 146 | loss: 0.000210455 | val_loss: 0.000208147 | Time: 6279.77 ms [2020-11-09 23:05:57 main:574] : INFO : Epoch 147 | loss: 0.00020582 | val_loss: 0.00020422 | Time: 6108.76 ms [2020-11-09 23:06:03 main:574] : INFO : Epoch 148 | loss: 0.000201347 | val_loss: 0.000201031 | Time: 6090.06 ms [2020-11-09 23:06:10 main:574] : INFO : Epoch 149 | loss: 0.000197682 | val_loss: 0.000198123 | Time: 6302.03 ms [2020-11-09 23:06:16 main:574] : INFO : Epoch 150 | loss: 0.000192784 | val_loss: 0.00019131 | Time: 6099.33 ms [2020-11-09 23:06:22 main:574] : INFO : Epoch 151 | loss: 0.00018917 | val_loss: 0.000187508 | Time: 6104.41 ms [2020-11-09 23:06:28 main:574] : INFO : Epoch 152 | loss: 0.000184693 | val_loss: 0.000182335 | Time: 6187.14 ms [2020-11-09 23:06:34 main:574] : INFO : Epoch 153 | loss: 0.000180986 | val_loss: 0.00017892 | Time: 6068.36 ms [2020-11-09 23:06:40 main:574] : INFO : Epoch 154 | loss: 0.000177284 | val_loss: 0.000176274 | Time: 6131.02 ms [2020-11-09 23:06:47 main:574] : INFO : Epoch 155 | loss: 0.000173989 | val_loss: 0.000171789 | Time: 6161.16 ms [2020-11-09 23:06:53 main:574] : INFO : Epoch 156 | loss: 0.000169976 | val_loss: 0.000168747 | Time: 6284.37 ms [2020-11-09 23:06:59 main:574] : INFO : Epoch 157 | loss: 0.000166392 | val_loss: 0.000169221 | Time: 6150.47 ms [2020-11-09 23:07:06 main:574] : INFO : Epoch 158 | loss: 0.000163611 | val_loss: 0.000163193 | Time: 6219.61 ms [2020-11-09 23:07:12 main:574] : INFO : Epoch 159 | loss: 0.000160349 | val_loss: 0.000159239 | Time: 6187.43 ms [2020-11-09 23:07:18 main:574] : INFO : Epoch 160 | loss: 0.000157284 | val_loss: 0.000155656 | Time: 6174.15 ms [2020-11-09 23:07:24 main:574] : INFO : Epoch 161 | loss: 0.000154823 | val_loss: 0.000154675 | Time: 6354.86 ms [2020-11-09 23:07:31 main:574] : INFO : Epoch 162 | loss: 0.000151923 | val_loss: 0.000151836 | Time: 6226.16 ms [2020-11-09 23:07:37 main:574] : INFO : Epoch 163 | loss: 0.000149313 | val_loss: 0.000148758 | Time: 6135.59 ms [2020-11-09 23:07:43 main:574] : INFO : Epoch 164 | loss: 0.000146377 | val_loss: 0.00014519 | Time: 6196.23 ms [2020-11-09 23:07:49 main:574] : INFO : Epoch 165 | loss: 0.000144018 | val_loss: 0.000143551 | Time: 6013.49 ms [2020-11-09 23:07:55 main:574] : INFO : Epoch 166 | loss: 0.000141313 | val_loss: 0.000142904 | Time: 6022.65 ms [2020-11-09 23:08:01 main:574] : INFO : Epoch 167 | loss: 0.000139124 | val_loss: 0.000139254 | Time: 6258.51 ms [2020-11-09 23:08:08 main:574] : INFO : Epoch 168 | loss: 0.000136717 | val_loss: 0.000137408 | Time: 6168.1 ms [2020-11-09 23:08:14 main:574] : INFO : Epoch 169 | loss: 0.000134674 | val_loss: 0.000133707 | Time: 6163.77 ms [2020-11-09 23:08:20 main:574] : INFO : Epoch 170 | loss: 0.000132272 | val_loss: 0.000135744 | Time: 6198.76 ms [2020-11-09 23:08:26 main:574] : INFO : Epoch 171 | loss: 0.00013026 | val_loss: 0.00013082 | Time: 6276.95 ms [2020-11-09 23:08:33 main:574] : INFO : Epoch 172 | loss: 0.000128253 | val_loss: 0.000128694 | Time: 6404.15 ms [2020-11-09 23:08:39 main:574] : INFO : Epoch 173 | loss: 0.000126257 | val_loss: 0.000126856 | Time: 6184.07 ms [2020-11-09 23:08:45 main:574] : INFO : Epoch 174 | loss: 0.000124481 | val_loss: 0.00012391 | Time: 6178.43 ms [2020-11-09 23:08:51 main:574] : INFO : Epoch 175 | loss: 0.000122066 | val_loss: 0.000122254 | Time: 5986.62 ms [2020-11-09 23:08:58 main:574] : INFO : Epoch 176 | loss: 0.000120918 | val_loss: 0.00011992 | Time: 6065.35 ms [2020-11-09 23:09:04 main:574] : INFO : Epoch 177 | loss: 0.00011876 | val_loss: 0.000118689 | Time: 6297.67 ms [2020-11-09 23:09:10 main:574] : INFO : Epoch 178 | loss: 0.000117177 | val_loss: 0.000116912 | Time: 6337.33 ms [2020-11-09 23:09:17 main:574] : INFO : Epoch 179 | loss: 0.000115485 | val_loss: 0.00011622 | Time: 6314.06 ms [2020-11-09 23:09:23 main:574] : INFO : Epoch 180 | loss: 0.000113548 | val_loss: 0.000114624 | Time: 6225.97 ms [2020-11-09 23:09:29 main:574] : INFO : Epoch 181 | loss: 0.000111843 | val_loss: 0.000110863 | Time: 6211.14 ms [2020-11-09 23:09:35 main:574] : INFO : Epoch 182 | loss: 0.000110553 | val_loss: 0.000110117 | Time: 6159.11 ms [2020-11-09 23:09:41 main:574] : INFO : Epoch 183 | loss: 0.000109122 | val_loss: 0.000109476 | Time: 5914.16 ms [2020-11-09 23:09:47 main:574] : INFO : Epoch 184 | loss: 0.000107937 | val_loss: 0.000106923 | Time: 5952.9 ms [2020-11-09 23:09:54 main:574] : INFO : Epoch 185 | loss: 0.00010607 | val_loss: 0.000104723 | Time: 6144.95 ms [2020-11-09 23:10:00 main:574] : INFO : Epoch 186 | loss: 0.000104954 | val_loss: 0.000105332 | Time: 6024.95 ms [2020-11-09 23:10:06 main:574] : INFO : Epoch 187 | loss: 0.000103868 | val_loss: 0.000103505 | Time: 5950.58 ms [2020-11-09 23:10:12 main:574] : INFO : Epoch 188 | loss: 0.000102374 | val_loss: 0.000101898 | Time: 6122.96 ms [2020-11-09 23:10:18 main:574] : INFO : Epoch 189 | loss: 0.000100968 | val_loss: 0.000100529 | Time: 6215.29 ms [2020-11-09 23:10:24 main:574] : INFO : Epoch 190 | loss: 9.9315e-05 | val_loss: 9.82385e-05 | Time: 6035.3 ms [2020-11-09 23:10:30 main:574] : INFO : Epoch 191 | loss: 9.82714e-05 | val_loss: 9.86582e-05 | Time: 6041.42 ms [2020-11-09 23:10:36 main:574] : INFO : Epoch 192 | loss: 9.79094e-05 | val_loss: 9.77009e-05 | Time: 6060.23 ms [2020-11-09 23:10:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 9.77009e-05 [2020-11-09 23:10:37 main:603] : INFO : Saving end state to config to file [2020-11-09 23:10:37 main:608] : INFO : Success, exiting.. 23:10:37 (18820): 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)