Changeset 16531 for branches/2866_SymRegHyperbolicFunctions/HeuristicLab.Problems.DataAnalysis.Symbolic

Timestamp:

01/14/19 16:41:37 (6 years ago)

Author:

msemenki

Message:

#2866: Add support of new symbol to the BatchedInterpreter and TreeToAutoDiffTermConverter.

Location:

branches/2866_SymRegHyperbolicFunctions/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4

Files:

• Converters/TreeToAutoDiffTermConverter.cs (modified) (3 diffs)
• Interpreter/BatchOperations.cs (modified) (1 diff)
• Interpreter/SymbolicDataAnalysisExpressionTreeBatchInterpreter.cs (modified) (1 diff)

branches/2866_SymRegHyperbolicFunctions/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Converters/TreeToAutoDiffTermConverter.cs

@@ -76 +76 @@
       eval: Math.Tan,
       diff: x => 1 + Math.Tan(x) * Math.Tan(x));
-
+    private static readonly Func<Term, UnaryFunc> tanh = UnaryFunc.Factory(
+      eval: Math.Tanh,
+      diff: x => 1 - Math.Tanh(x) * Math.Tanh(x));
     private static readonly Func<Term, UnaryFunc> erf = UnaryFunc.Factory(
       eval: alglib.errorfunction,
@@ -261 +263 @@
       if (node.Symbol is Tangent) {
         return tan(
+          ConvertToAutoDiff(node.GetSubtree(0)));
+      }
+      if (node.Symbol is HyperbolicTangent) {
+        return tanh(
           ConvertToAutoDiff(node.GetSubtree(0)));
       }
@@ -321 +327 @@
           !(n.Symbol is Cosine) &&
           !(n.Symbol is Tangent) &&
+          !(n.Symbol is HyperbolicTangent) &&
           !(n.Symbol is Erf) &&
           !(n.Symbol is Norm) &&

branches/2866_SymRegHyperbolicFunctions/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Interpreter/BatchOperations.cs

@@ -69 +69 @@
         a[i] = Math.Tan(b[i]);
     }
+    public static void Tanh(double[] a, double[] b) {
+      for (int i = 0; i < BATCHSIZE; ++i)
+        a[i] = Math.Tanh(b[i]);
+    }
 
     public static void Pow(double[] a, double[] b) {

branches/2866_SymRegHyperbolicFunctions/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Interpreter/SymbolicDataAnalysisExpressionTreeBatchInterpreter.cs

@@ -160 +160 @@
               break;
             }
-
+          case OpCodes.Tanh: {
+              Tanh(instr.buf, code[c].buf);
+              break;
+            }
           case OpCodes.Absolute: {
               Absolute(instr.buf, code[c].buf);