wehub-resource-sync
62 lines
2.2 KiB
C++
62 lines
2.2 KiB
C++
// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#pragma once
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#include <memory>
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#include <random>
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#include "paddle/phi/common/data_type.h"
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namespace phi {
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template <typename T>
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inline void UniformRealDistribution(T *data,
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const int64_t &size,
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const float &min,
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const float &max,
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std::shared_ptr<std::mt19937_64> engine) {
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std::uniform_real_distribution<T> dist(static_cast<T>(min),
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static_cast<T>(max));
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for (int64_t i = 0; i < size; ++i) {
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data[i] = dist(*engine);
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}
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}
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template <>
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inline void UniformRealDistribution(phi::bfloat16 *data,
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const int64_t &size,
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const float &min,
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const float &max,
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std::shared_ptr<std::mt19937_64> engine) {
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std::uniform_real_distribution<float> dist(min, max);
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for (int64_t i = 0; i < size; ++i) {
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data[i] = static_cast<phi::bfloat16>(dist(*engine));
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}
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}
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template <>
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inline void UniformRealDistribution(phi::float16 *data,
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const int64_t &size,
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const float &min,
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const float &max,
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std::shared_ptr<std::mt19937_64> engine) {
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std::uniform_real_distribution<float> dist(min, max);
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for (int64_t i = 0; i < size; ++i) {
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data[i] = static_cast<phi::float16>(dist(*engine));
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}
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}
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} // namespace phi
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