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util.h
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util.h
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// Copyright 2020 The Google Research Authors.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#ifndef UTIL_H_
#define UTIL_H_
#include <cstdlib>
#include <iostream>
#include "Eigen/Core"
#include "definitions.h"
namespace automl_zero {
constexpr double kVectorEqTolerance = 0.000001;
IntegerT Pow2(const IntegerT exp);
size_t Pow2(const size_t exp);
template<FeatureIndexT F>
bool VectorEq(const Vector<F>& observed, const std::vector<double>& expected) {
if (expected.size() != F) {
std::cout << "Wrong size. observed size = " << F
<< ", expected size = " << expected.size() << std::endl;
return false;
}
Eigen::Map<const Vector<F>> expected_eigen(expected.data());
return (observed - expected_eigen).norm() < kVectorEqTolerance;
}
} // namespace automl_zero
#endif // UTIL_H_