chore: import upstream snapshot with attribution
This commit is contained in:
@@ -0,0 +1,45 @@
|
||||
// Copyright (c) 2025 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.
|
||||
|
||||
#include "paddle/phi/kernels/reduce_variance_kernel.h"
|
||||
#include "paddle/phi/kernels/elementwise_multiply_kernel.h"
|
||||
#include "paddle/phi/kernels/elementwise_subtract_kernel.h"
|
||||
#include "paddle/phi/kernels/reduce_mean_kernel.h"
|
||||
|
||||
#include "paddle/phi/backends/all_context.h"
|
||||
#include "paddle/phi/core/kernel_registry.h"
|
||||
|
||||
namespace phi {
|
||||
template <typename T, typename Context>
|
||||
void VarianceKernel(const Context& dev_ctx,
|
||||
const DenseTensor& x,
|
||||
const std::vector<int64_t>& dims,
|
||||
bool keep_dim,
|
||||
DenseTensor* out) {
|
||||
DenseTensor temp_mean = Mean<T, Context>(dev_ctx, x, dims, true);
|
||||
DenseTensor temp_differences = Subtract<T, Context>(dev_ctx, x, temp_mean);
|
||||
DenseTensor temp_pow =
|
||||
Multiply<T, Context>(dev_ctx, temp_differences, temp_differences);
|
||||
|
||||
MeanKernel<T, Context>(dev_ctx, temp_pow, dims, keep_dim, out);
|
||||
}
|
||||
} // namespace phi
|
||||
|
||||
PD_REGISTER_KERNEL(
|
||||
variance, CPU, ALL_LAYOUT, phi::VarianceKernel, float, double) {}
|
||||
|
||||
#if defined(PADDLE_WITH_CUDA) || defined(PADDLE_WITH_HIP)
|
||||
PD_REGISTER_KERNEL(
|
||||
variance, GPU, ALL_LAYOUT, phi::VarianceKernel, float, double) {}
|
||||
#endif
|
||||
Reference in New Issue
Block a user