ONE - On-device Neural Engine
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Split.cpp
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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 "Split.h"
18
19#include "Convert.h"
20
21namespace tflchef
22{
23
24void TFliteOpSplit::filler(const tflite::Operator *op, TFliteImport *import,
25 tflchef::ModelRecipe *model_recipe) const
26{
27 const auto &inputs = *op->inputs();
28
29 // for input split_dim
30 // NOTE unlike other Ops, Split input 0 is split_dim
31 const tflite::Tensor *tensor = import->tensors()->Get(inputs[0]);
32 assert(tensor->type() == tflite::TensorType::TensorType_INT32);
33 const tflite::Buffer *buffer = import->buffers()->Get(tensor->buffer());
34 auto vec = extract_buffer<int32_t>(buffer);
35 import->set_tensor_filler(inputs[0], vec);
36}
37
38tflchef::Operation *TFliteOpSplit::build(RecipeChefContext *ctx) const
39{
40 tflchef::Operation *operation = ctx->chefop;
41 const tflite::Operator *op = ctx->tflop;
42
43 operation->set_type("Split");
44
45 auto op_options = operation->mutable_split_options();
46
47 auto op_params = op->builtin_options_as_SplitOptions();
48 assert(op_params != nullptr);
49
50 op_options->set_num_splits(op_params->num_splits());
51 return operation;
52}
53
54} // 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 Split.cpp:24
tflchef::Operation * build(RecipeChefContext *ctx) const override
Definition Split.cpp:38
tflchef::Operation * chefop
const tflite::Operator * tflop