Limits.cuh

/**
 * Copyright (c) Facebook, Inc. and its affiliates.
 *
 * This source code is licensed under the MIT license found in the
 * LICENSE file in the root directory of this source tree.
 */


#pragma once

#include "Float16.cuh"
#include "Pair.cuh"
#include <limits>

namespace faiss { namespace gpu {

template <typename T>
struct Limits {
};

// Unfortunately we can't use constexpr because there is no
// constexpr constructor for half
// FIXME: faiss CPU uses +/-FLT_MAX instead of +/-infinity
constexpr float kFloatMax = std::numeric_limits<float>::max();
constexpr float kFloatMin = std::numeric_limits<float>::lowest();

template <>
struct Limits<float> {
  static __device__ __host__ inline float getMin() {
    return kFloatMin;
  }
  static __device__ __host__ inline float getMax() {
    return kFloatMax;
  }
};

#ifdef FAISS_USE_FLOAT16

inline __device__ __host__ half kGetHalf(unsigned short v) {
#if CUDA_VERSION >= 9000
  __half_raw h;
  h.x = v;
  return __half(h);
#else
  half h;
  h.x = v;
  return h;
#endif
}

template <>
struct Limits<half> {
  static __device__ __host__ inline half getMin() {
    return kGetHalf(0xfbffU);
  }
  static __device__ __host__ inline half getMax() {
    return kGetHalf(0x7bffU);
  }
};

#endif // FAISS_USE_FLOAT16

constexpr int kIntMax = std::numeric_limits<int>::max();
constexpr int kIntMin = std::numeric_limits<int>::lowest();

template <>
struct Limits<int> {
  static __device__ __host__ inline int getMin() {
    return kIntMin;
  }
  static __device__ __host__ inline int getMax() {
    return kIntMax;
  }
};

template<typename K, typename V>
struct Limits<Pair<K, V>> {
  static __device__ __host__ inline Pair<K, V> getMin() {
    return Pair<K, V>(Limits<K>::getMin(), Limits<V>::getMin());
  }

  static __device__ __host__ inline Pair<K, V> getMax() {
    return Pair<K, V>(Limits<K>::getMax(), Limits<V>::getMax());
  }
};

} } // namespace