ONE - On-device Neural Engine
Loading...
Searching...
No Matches
L2Normalize.cpp
Go to the documentation of this file.
1/*
2 * Copyright (c) 2020 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#include "kernels/Utils.h"
19#include "SISOKernel.h"
20
21#include "PALL2Normalize.h"
22
23namespace luci_interpreter
24{
25
26void configure_kernel_CircleL2Normalize(const circle::Operator *cur_op,
27 BaseRuntimeGraph *runtime_graph)
28{
29 kernels::SISOKernel kernel(cur_op, runtime_graph);
30
31 LUCI_INTERPRETER_CHECK(Tensor::element_type(kernel.input()) ==
32 Tensor::element_type(kernel.output()));
33 LUCI_INTERPRETER_CHECK(Tensor::num_elements(kernel.input()) ==
34 Tensor::num_elements(kernel.output()));
35 LUCI_INTERPRETER_CHECK(Tensor::num_dims(kernel.input()) == Tensor::num_dims(kernel.output()));
36}
37
38void execute_kernel_CircleL2Normalize(const circle::Operator *cur_op,
39 BaseRuntimeGraph *runtime_graph)
40{
41 kernels::SISOKernel kernel(cur_op, runtime_graph);
42
43 const auto *input_data = runtime_graph->getDataByTensor(kernel.input());
44 assert(input_data);
45
46 auto *output_data = runtime_graph->getDataByTensor(kernel.output());
47
48 switch (Tensor::element_type(kernel.input()))
49 {
50#ifndef DIS_FLOAT
51 case DataType::FLOAT32:
52 {
53 const auto *input_data_float = kernels::getTensorData<float>(input_data);
54 auto *output_data_float = kernels::getTensorData<float>(output_data);
55
56 assert(output_data_float);
57
58 luci_interpreter_pal::L2Normalization(
59 kernels::getTensorRuntimeShape(kernel.input(), runtime_graph), input_data_float,
60 kernels::getTensorRuntimeShape(kernel.output(), runtime_graph), output_data_float);
61 break;
62 }
63#endif // DIS_FLOAT
64 default:
65 assert(false && "Unsupported type");
66 }
67}
68} // namespace luci_interpreter
uint8_t * getDataByTensor(const circle::Tensor *raw_tensor)
const circle::Tensor * output() const
Definition SISOKernel.h:47
const circle::Tensor * input() const
Definition SISOKernel.h:46
#define LUCI_INTERPRETER_CHECK(cond)
Definition Utils.h:36
luci_interpreter::RuntimeShape getTensorRuntimeShape(const circle::Tensor *circle_tensor, BaseRuntimeGraph *runtime_graph)
Definition Utils.cpp:29
void execute_kernel_CircleL2Normalize(const circle::Operator *cur_op, BaseRuntimeGraph *runtime_graph)
void configure_kernel_CircleL2Normalize(const circle::Operator *cur_op, BaseRuntimeGraph *runtime_graph)