wehub-resource-sync
48 lines
1.8 KiB
C++
48 lines
1.8 KiB
C++
/* Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
|
|
|
|
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. */
|
|
|
|
#pragma once
|
|
|
|
#include <string>
|
|
|
|
#include "paddle/phi/core/dense_tensor.h"
|
|
#include "paddle/phi/core/sparse_coo_tensor.h"
|
|
|
|
namespace phi {
|
|
namespace sparse {
|
|
|
|
template <typename T, typename Context>
|
|
void BatchNormCooGradKernel(const Context& dev_ctx,
|
|
const SparseCooTensor& x,
|
|
const DenseTensor& scale,
|
|
const DenseTensor& bias,
|
|
const optional<DenseTensor>& mean,
|
|
const optional<DenseTensor>& variance,
|
|
const DenseTensor& saved_mean,
|
|
const DenseTensor& saved_variance,
|
|
const optional<DenseTensor>& reserve_space,
|
|
const SparseCooTensor& y_grad,
|
|
float momentum,
|
|
float epsilon,
|
|
const std::string& data_layout,
|
|
bool is_test,
|
|
bool use_global_stats,
|
|
bool trainable_statistics,
|
|
SparseCooTensor* x_grad,
|
|
DenseTensor* scale_grad,
|
|
DenseTensor* bias_grad);
|
|
|
|
} // namespace sparse
|
|
} // namespace phi
|