public static void TestUnaryBasicValues(UnaryOp op) { int numValues = op.basicValues.Length; if (numValues > 0) { F64[] inputs = new F64[numValues]; F64[] outputs = new F64[numValues]; double[] reference = new double[numValues]; for (int i = 0; i < numValues; i++) { F64 i0 = F64.FromDouble(op.basicValues[i]); inputs[i] = i0; reference[i] = op.refExecute(i0.Double); } op.arrayExecute(numValues, inputs, outputs); Console.WriteLine("{0,-16} {1,16} {2,16} {3,16}", op.name, "reference", "result", "error"); for (int i = 0; i < numValues; i++) { double input = inputs[i].Double; double res = outputs[i].Double; double err = op.evaluateError(inputs[i], outputs[i], reference[i]); Console.WriteLine("{0} -> {1} {2} {3}", DoubleToString(input, 16), DoubleToString(reference[i], 16), DoubleToString(res, 16), DoubleToString(err, 16)); } Console.WriteLine(); } }
public static PrecisionResult TestUnaryPrecision(UnaryOp op) { int numTested = 0; double totalErr = 0.0; double maxErr = 0.0; F64 worstInput = F64.Zero; foreach (ValueGenerator inputGenerator in op.inputGenerators) { F64[] inputs = inputGenerator(rnd, NUM_PRECISION_TESTS).Select(d => F64.FromDouble(d)).ToArray(); F64[] outputs = new F64[NUM_PRECISION_TESTS]; op.arrayExecute(NUM_PRECISION_TESTS, inputs, outputs); for (int i = 0; i < NUM_PRECISION_TESTS; i++) { double input = inputs[i].Double; double res = outputs[i].Double; double reference = op.refExecute(input); if (reference >= ValueBounds.NegMax && reference <= ValueBounds.PosMax) { double err = op.evaluateError(inputs[i], outputs[i], reference); numTested++; totalErr += err; if (err >= maxErr) { maxErr = Math.Max(maxErr, err); worstInput = inputs[i]; } } } } Debug.Assert(numTested > 1000); double avgErr = totalErr / (double)numTested; double numBits = -Math.Log(maxErr, 2.0); return(new PrecisionResult(avgErr, maxErr, numBits, new[] { worstInput })); }