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paddlepaddle--paddle/paddle/phi/kernels/moe_permute.h
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// 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.
#pragma once
#include "paddle/phi/core/dense_tensor.h"
namespace phi {
template <typename T, typename Context>
void MoePermuteKernel(const Context &dev_ctx,
const DenseTensor &X,
const optional<DenseTensor> &XScale,
const DenseTensor &expert_routemap_topk,
const DenseTensor &expert_prob_topk,
const int num_experts,
const std::vector<int> &tokens_per_expert,
const int padding_multiplex,
DenseTensor *X_unzipped,
DenseTensor *zipped_expertwise_rowmap,
DenseTensor *token_prob_unzipped,
DenseTensor *XScale_unzipped);
} // namespace phi