ONE - On-device Neural Engine
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ReduceMax.cpp
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1/*
2 * Copyright (c) 2022 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 "Builders.h"
18
19#include "kernels/ReduceMax.h"
20
21namespace luci_interpreter
22{
23
24std::unique_ptr<Kernel> build_kernel_CircleReduceMax(const luci::CircleNode *circle_node,
25 KernelBuilderHelper &helper)
26{
27 const auto *node = loco::must_cast<const luci::CircleReduceMax *>(circle_node);
28 assert(node->arity() == 2);
29
30 const Tensor *input = helper.getInputTensor(node->input());
31 const Tensor *axes = helper.getInputTensor(node->reduction_indices());
32 Tensor *output = helper.getOutputTensor(node);
33
34 auto temp_index_unique =
35 std::make_unique<Tensor>(DataType::S32, Shape({}), AffineQuantization{}, "");
36 temp_index_unique->set_observable(false);
37 temp_index_unique->set_data_buffer(nullptr);
38 Tensor *temp_index =
39 helper.getRuntimeGraph(node->graph())->addTensor(std::move(temp_index_unique));
40
41 auto resolved_axes_unique =
42 std::make_unique<Tensor>(DataType::S32, Shape({}), AffineQuantization{}, "");
43 resolved_axes_unique->set_observable(false);
44 resolved_axes_unique->set_data_buffer(nullptr);
45 Tensor *resolved_axes =
46 helper.getRuntimeGraph(node->graph())->addTensor(std::move(resolved_axes_unique));
47
48 ReducerParams params{};
49 params.keep_dims = node->keep_dims();
50
51 return std::make_unique<kernels::ReduceMax>(input, axes, output, temp_index, resolved_axes,
52 params);
53}
54
55} // namespace luci_interpreter
Tensor * getOutputTensor(const loco::Node *node) const
RuntimeGraph * getRuntimeGraph(const loco::Graph *graph) const
const Tensor * getInputTensor(const loco::Node *node) const
Tensor * addTensor(std::unique_ptr< Tensor > &&tensor)
void set_observable(bool value)
Definition Tensor.h:164
std::unique_ptr< Kernel > build_kernel_CircleReduceMax(const luci::CircleNode *circle_node, KernelBuilderHelper &helper)
Definition ReduceMax.cpp:24