Mercurial > hg > camir-ismir2012
annotate toolboxes/FullBNT-1.0.7/bnt/examples/dynamic/water2.m @ 0:cc4b1211e677 tip
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Changeset:
646 (e263d8a21543) added further path and more save "camirversion.m"
| author | Daniel Wolff |
|---|---|
| date | Fri, 19 Aug 2016 13:07:06 +0200 |
| parents | |
| children |
| rev | line source |
|---|---|
| Daniel@0 | 1 % Compare the speeds of various inference engines on the water DBN |
| Daniel@0 | 2 seed = 0; |
| Daniel@0 | 3 rand('state', seed); |
| Daniel@0 | 4 randn('state', seed); |
| Daniel@0 | 5 |
| Daniel@0 | 6 bnet = mk_water_dbn; |
| Daniel@0 | 7 |
| Daniel@0 | 8 T = 3; |
| Daniel@0 | 9 |
| Daniel@0 | 10 engine = {}; |
| Daniel@0 | 11 engine{end+1} = smoother_engine(jtree_2TBN_inf_engine(bnet)); |
| Daniel@0 | 12 engine{end+1} = smoother_engine(jtree_sparse_2TBN_inf_engine(bnet)); |
| Daniel@0 | 13 engine{end+1} = smoother_engine(hmm_2TBN_inf_engine(bnet)); |
| Daniel@0 | 14 engine{end+1} = jtree_dbn_inf_engine(bnet); |
| Daniel@0 | 15 %engine{end+1} = jtree_unrolled_dbn_inf_engine(bnet, T); |
| Daniel@0 | 16 |
| Daniel@0 | 17 %engine{end+1} = bk_inf_engine(bnet, 'ff', onodes); |
| Daniel@0 | 18 %engine{end+1} = bk_inf_engine(bnet, { [1 2], [3 4 5 6], [7 8] }, onodes); |
| Daniel@0 | 19 |
| Daniel@0 | 20 inf_time = cmp_inference_dbn(bnet, engine, T) |
| Daniel@0 | 21 %learning_time = cmp_learning_dbn(bnet, engine, T) |
| Daniel@0 | 22 |