Comparison between arquitectures

gastonrod · Mar 25, 2018 · c0c8b29 · c0c8b29
1 parent 997b6fa
commit c0c8b29
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diff --git a/arch_comparison.m b/arch_comparison.m
@@ -0,0 +1,25 @@
+function out = arch_comparison(arqW, patterns, eta, epochs)
+  arq_num = numel(arqW);
+  out = cell(arq_num, 1);
+  for w = [1:arq_num]
+    printf('Running achitecture number %d...\n', w);
+    fflush(stdout);
+    M = numel(arqW{w});
+    g = cell(M, 1);
+    for k = [1:M-1]
+      g{k} = {@tanh, @dtanh};
+    endfor
+    g{M} = {@(x) x, @(x) 1};
+    out{w} = incremental_learn(arqW{w}, patterns, g, eta, epochs, true, 0.9, [], true);
+  endfor
+
+  best = Inf;
+  winner = 0;
+  for k = [1:arq_num]
+    if (out{k}{2}(epochs) < best)
+      winner = k;
+      best = out{k}{2}(epochs);
+    endif
+  endfor
+  printf('The winner is number %d\n', winner);
+endfunction