ONE - On-device Neural Engine
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Pool2D.cc
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1/*
2 * Copyright (c) 2025 Samsung Electronics Co., Ltd. All Rights Reserved
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16
17#include "../KernelGenerator.h"
18#include "../Validator.h"
19
21#include <AclKernelGen.h>
22
24{
25
27 acl_common::AclActivationBuilder<::arm_compute::ITensor, ::arm_compute::NEActivationLayer,
28 acl_common::AclFunction>;
29
30void Validator::visit(const ir::operation::Pool2D &) { _supported = true; }
31
32void KernelGenerator::visit(const ir::operation::Pool2D &node)
33{
34 auto raw_fn = acl_common::kernelGenPool2D<::arm_compute::NEPoolingLayer>(
35 node, _ctx, _tensor_reg, acl_common::convertPoolType(node.param().op_type));
36
37 const auto ofm_index{node.getOutputs().at(0)};
38 auto ofm_tensor = _tensor_reg->getAclTensor(ofm_index);
39 const auto activation = node.param().activation;
40 _return_fn = std::make_unique<exec::FunctionSequence>(
41 acl_common::asAclFunction(std::move(raw_fn)),
42 ActivationBuilder::generate(activation, ofm_tensor->handle()));
43}
44
45} // namespace onert::backend::acl_neon
static std::unique_ptr< exec::IFunction > generate(ir::Activation code, T_Tensor *ifm_alloc)
std::unique_ptr< exec::IFunction > _return_fn
arm_compute::PoolingType convertPoolType(ir::operation::Pool2D::PoolType pool_type_ir)
Definition Convert.cc:281
std::unique_ptr< AclFunction > asAclFunction(std::unique_ptr<::arm_compute::IFunction > &&layer)
Definition Convert.cc:246
::onert::backend::acl_common::AclActivationBuilder< ::arm_compute::ITensor, ::arm_compute::NEActivationLayer, acl_common::AclFunction > ActivationBuilder