ONE - On-device Neural Engine
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FakeQuant.cpp
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1/*
2 * Copyright (c) 2021 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 "FakeQuant.h"
18
19#include "Convert.h"
20
21namespace tflchef
22{
23
24void TFliteOpFakeQuant::filler(const tflite::Operator *op, TFliteImport *import,
25 tflchef::ModelRecipe *model_recipe) const
26{
27 // Nothing to do with filler
28}
29
30tflchef::Operation *TFliteOpFakeQuant::build(RecipeChefContext *ctx) const
31{
32 tflchef::Operation *operation = ctx->chefop;
33 const tflite::Operator *op = ctx->tflop;
34
35 auto op_params = op->builtin_options_as_FakeQuantOptions();
36 assert(op_params != nullptr);
37
38 operation->set_type("FakeQuant");
39
40 auto op_options = operation->mutable_fakequant_options();
41
42 op_options->set_min(op_params->min());
43 op_options->set_max(op_params->max());
44 op_options->set_num_bits(op_params->num_bits());
45 op_options->set_narrow_range(op_params->narrow_range());
46
47 return operation;
48}
49
50} // namespace tflchef
Loads TF lite file and provides helpers to access attributes.
void filler(const tflite::Operator *op, TFliteImport *import, tflchef::ModelRecipe *model_recipe) const override
Definition FakeQuant.cpp:24
tflchef::Operation * build(RecipeChefContext *ctx) const override
Definition FakeQuant.cpp:30
tflchef::Operation * chefop
const tflite::Operator * tflop