82 lines
2.9 KiB
C++
82 lines
2.9 KiB
C++
/* Copyright 2021 The TensorFlow Authors. All Rights Reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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==============================================================================*/
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#include "tensorflow/lite/micro/flatbuffer_utils.h"
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#include <string>
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#include "flatbuffers/flexbuffers.h"
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#include "tensorflow/lite/micro/test_helpers.h"
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#include "tensorflow/lite/micro/testing/micro_test.h"
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TF_LITE_MICRO_TESTS_BEGIN
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TF_LITE_MICRO_TEST(TestFlexbufferWrapper) {
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struct TestParam {
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std::string name;
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std::string type;
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std::string value;
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};
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TestParam params[] = {
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{"xyz", "Int", "613"},
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{"Neuron", "Double", "13.22"},
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{"angle", "Int", "300"},
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{"llama", "Bool", "false"},
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{"Curl", "Float", "0.232"},
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{"aardvark", "Bool", "true"},
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{"ghost", "Double", "0.0000000001"},
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{"123stigma", "Bool", "true"},
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};
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// Index of elements sorted alphabetically by name
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int params_sorted[] = {7, 4, 1, 5, 2, 6, 3, 0};
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const int param_num = sizeof(params) / sizeof(params[0]);
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flexbuffers::Builder fbb;
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fbb.Map([&]() {
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for (int i = 0; i < param_num; i++) {
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const std::string& param_value = params[i].value;
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if (params[i].type == "Int") {
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fbb.Int(params[i].name.c_str(), std::stoi(param_value));
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} else if (params[i].type == "Bool") {
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fbb.Bool(params[i].name.c_str(), param_value == "true");
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} else if (params[i].type == "Double") {
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fbb.Double(params[i].name.c_str(), std::stod(param_value));
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} else if (params[i].type == "Float") {
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fbb.Float(params[i].name.c_str(), std::stof(param_value));
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}
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}
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});
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fbb.Finish();
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const std::vector<uint8_t> buffer = fbb.GetBuffer();
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tflite::FlexbufferWrapper wrapper(buffer.data(), buffer.size());
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for (int i = 0; i < param_num; i++) {
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std::string& param_value = params[params_sorted[i]].value;
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if (params[params_sorted[i]].type == "Int") {
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TF_LITE_MICRO_EXPECT(wrapper.ElementAsInt32(i) == std::stoi(param_value));
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} else if (params[params_sorted[i]].type == "Bool") {
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TF_LITE_MICRO_EXPECT(wrapper.ElementAsBool(i) == (param_value == "true"));
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} else if (params[params_sorted[i]].type == "Double") {
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TF_LITE_MICRO_EXPECT(wrapper.ElementAsDouble(i) ==
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std::stod(param_value));
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} else if (params[params_sorted[i]].type == "Float") {
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TF_LITE_MICRO_EXPECT(wrapper.ElementAsFloat(i) == std::stof(param_value));
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}
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}
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}
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TF_LITE_MICRO_TESTS_END
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