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paddlepaddle--paddle/paddle/phi/kernels/dgc_kernel.h
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// Copyright (c) 2023 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 "paddle/phi/core/dense_tensor.h"
namespace phi {
template <typename T, typename Context>
void DGCKernel(const Context& dev_ctx,
const DenseTensor& u,
const DenseTensor& v,
const DenseTensor& grad,
const DenseTensor& param,
const DenseTensor& current_step_tensor,
const DenseTensor& nranks_tensor,
float m,
bool use_nesterov,
const std::vector<float>& sparsity,
float rampup_begin_step,
float rampup_step,
float regular_coeff,
int regular_type,
DenseTensor* u_out,
DenseTensor* v_out,
DenseTensor* encode_grad_out,
DenseTensor* grad_out,
DenseTensor* k_out,
DenseTensor* gather_buff);
} // namespace phi