1 /* Copyright 2020 The TensorFlow Authors. All Rights Reserved. 2 3 Licensed under the Apache License, Version 2.0 (the "License"); 4 you may not use this file except in compliance with the License. 5 You may obtain a copy of the License at 6 7 http://www.apache.org/licenses/LICENSE-2.0 8 9 Unless required by applicable law or agreed to in writing, software 10 distributed under the License is distributed on an "AS IS" BASIS, 11 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 See the License for the specific language governing permissions and 13 limitations under the License. 14 ==============================================================================*/ 15 16 #ifndef TENSORFLOW_LITE_DELEGATES_GPU_COMMON_TASK_TENSOR_LINEAR_DESC_H_ 17 #define TENSORFLOW_LITE_DELEGATES_GPU_COMMON_TASK_TENSOR_LINEAR_DESC_H_ 18 19 #include <string> 20 #include <vector> 21 22 #include "tensorflow/lite/delegates/gpu/common/data_type.h" 23 #include "tensorflow/lite/delegates/gpu/common/status.h" 24 #include "tensorflow/lite/delegates/gpu/common/task/gpu_object_desc.h" 25 #include "tensorflow/lite/delegates/gpu/common/tensor.h" 26 27 namespace tflite { 28 namespace gpu { 29 30 enum class LinearStorageType { BUFFER, TEXTURE_2D }; 31 32 struct TensorLinearDescriptor : public GPUObjectDescriptor { 33 LinearStorageType storage_type; 34 DataType element_type; // FLOAT32 or FLOAT16 35 MemoryType memory_type = MemoryType::GLOBAL; // applicable for BUFFER 36 37 // optional 38 int size = 0; 39 std::vector<uint8_t> data; 40 41 TensorLinearDescriptor() = default; 42 TensorLinearDescriptor(const TensorLinearDescriptor&) = default; 43 TensorLinearDescriptor& operator=(const TensorLinearDescriptor&) = default; 44 TensorLinearDescriptor(TensorLinearDescriptor&& desc) = default; 45 TensorLinearDescriptor& operator=(TensorLinearDescriptor&& desc) = default; 46 47 void UploadLinearData( 48 const tflite::gpu::Tensor<Linear, DataType::FLOAT32>& src, 49 int aligned_size = 0); 50 51 absl::Status PerformSelector(const GpuInfo& gpu_info, 52 const std::string& selector, 53 const std::vector<std::string>& args, 54 const std::vector<std::string>& template_args, 55 std::string* result) const override; 56 57 GPUResources GetGPUResources() const override; 58 absl::Status PerformReadSelector(const GpuInfo& gpu_info, 59 const std::vector<std::string>& args, 60 std::string* result) const; 61 62 void Release() override; 63 }; 64 65 } // namespace gpu 66 } // namespace tflite 67 68 #endif // TENSORFLOW_LITE_DELEGATES_GPU_COMMON_TASK_TENSOR_LINEAR_DESC_H_ 69