ONE - On-device Neural Engine
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Log.cpp
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1/*
2 * Copyright (c) 2023 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 "kernels/Log.h"
18#include "kernels/Utils.h"
19
20#include <cmath>
21
22namespace luci_interpreter
23{
24
25namespace kernels
26{
27
28Log::Log(const Tensor *input, Tensor *output) : Kernel({input}, {output}) {}
29
30void Log::configure() { output()->resize(input()->shape()); }
31
32void Log::execute() const
33{
34 switch (input()->element_type())
35 {
36 case DataType::FLOAT32:
37 evalFloat();
38 break;
39 default:
40 throw std::runtime_error("luci-intp Log Unsupported type.");
41 }
42}
43
44void Log::evalFloat() const
45{
46 const auto input_data = getTensorData<float>(input());
47 const auto input_shape = input()->shape();
48 auto output_data = getTensorData<float>(output());
49 for (int64_t i = 0; i < input_shape.num_elements(); ++i)
50 {
51 output_data[i] = std::log(input_data[i]);
52 }
53}
54
55} // namespace kernels
56} // namespace luci_interpreter
void resize(const Shape &new_shape)
Definition Tensor.cpp:56
const Shape & shape() const
Definition Tensor.h:107
void configure() override
Definition Log.cpp:30
const Tensor * input() const
Definition Log.h:32
void execute() const override
Definition Log.cpp:32
Log(const Tensor *input, Tensor *output)
Definition Log.cpp:28
Tensor * output() const
Definition Log.h:33