TIM-VX/src/tim/layout_infer/ops/concat_layout_inferene.h

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2.6 KiB
C++

/****************************************************************************
*
* Copyright (c) 2020 Vivante Corporation
*
* Permission is hereby granted, free of charge, to any person obtaining a
* copy of this software and associated documentation files (the "Software"),
* to deal in the Software without restriction, including without limitation
* the rights to use, copy, modify, merge, publish, distribute, sublicense,
* and/or sell copies of the Software, and to permit persons to whom the
* Software is furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
* FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
* DEALINGS IN THE SOFTWARE.
*
*****************************************************************************/
#ifndef TIM_LAYOUT_INFER_CONCAT_LAYOUT_INFERENCE_H_
#define TIM_LAYOUT_INFER_CONCAT_LAYOUT_INFERENCE_H_
#include "tim/vx/ops/concat.h"
#include "src/tim/layout_infer/ops/op_layout_inference.h"
#include "src/tim/layout_infer/permute_vector.h"
#include "src/tim/vx/operation_private.h"
namespace tim {
namespace transform {
class ConcatLayoutInfer : public OpLayoutInfer {
public:
ConcatLayoutInfer(
const std::shared_ptr<vx::Operation> op,
std::shared_ptr<layout_inference_impl::LayoutInferContext>& context)
: OpLayoutInfer(op, context) {}
void OnInputs(
std::vector<std::shared_ptr<vx::Tensor>>& next_tensors) override {
auto required_pv = AlignPermuteVectorForMutilInputs();
auto axis = MapAxis(required_pv->AsStdVec(),
op_->impl()->node()->nn_param.concat.axis);
auto concat = context_->infer_graph_->CreateOperation<vx::ops::Concat>(
axis, op_->impl()->InputsTensor().size());
for (const auto& i_src : op_->impl()->InputsTensor()) {
(*concat).BindInput(context_->GetMapedTensor(i_src));
}
auto out_infer = CreateOutputsTensor(required_pv);
(*concat).BindOutput(out_infer[0]);
context_->SetPermuteVector(op_->impl()->OutputsTensor()[0], required_pv);
next_tensors.push_back(op_->impl()->OutputsTensor()[0]);
}
};
} // namespace transform
} // namespace tim
#endif