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Diffstat (limited to 'runtimes/tests/bring_up_test/simple_model.h')
-rw-r--r-- | runtimes/tests/bring_up_test/simple_model.h | 63 |
1 files changed, 63 insertions, 0 deletions
diff --git a/runtimes/tests/bring_up_test/simple_model.h b/runtimes/tests/bring_up_test/simple_model.h new file mode 100644 index 000000000..bc61f5972 --- /dev/null +++ b/runtimes/tests/bring_up_test/simple_model.h @@ -0,0 +1,63 @@ +/** + * Copyright 2017 The Android Open Source Project + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#ifndef NNAPI_SIMPLE_MODEL_H +#define NNAPI_SIMPLE_MODEL_H + +#include "NeuralNetworks.h" +#include <vector> + +#define FLOAT_EPISILON (1e-6) +#define TENSOR_SIZE 200 + +/** + * SimpleModel + * Build up the hardcoded graph of + * ADD_1 ---+ + * +--- MUL--->output result + * ADD_2 ---+ + * + * Operands are all 2-D TENSOR_FLOAT32 of: + * dimLength x dimLength + * with NO fused_activation operation + * + */ +class SimpleModel { +public: + explicit SimpleModel(size_t size, int protect, int fd, size_t offset); + ~SimpleModel(); + + bool CreateCompiledModel(); + bool Compute(float inputValue1, float inputValue2, float *result); + +private: + ANeuralNetworksModel *model_; + ANeuralNetworksCompilation *compilation_; + ANeuralNetworksMemory *memoryModel_; + ANeuralNetworksMemory *memoryInput2_; + ANeuralNetworksMemory *memoryOutput_; + + uint32_t dimLength_; + uint32_t tensorSize_; + size_t offset_; + + std::vector<float> inputTensor1_; + int modelDataFd_; + int inputTensor2Fd_; + int outputTensorFd_; +}; + +#endif // NNAPI_SIMPLE_MODEL_H |