1 /* Copyright 2019 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_PRECISION_H_ 17 #define TENSORFLOW_LITE_DELEGATES_GPU_COMMON_TASK_PRECISION_H_ 18 19 #include <string> 20 21 #include "tensorflow/lite/delegates/gpu/common/data_type.h" 22 23 namespace tflite { 24 namespace gpu { 25 26 enum class CalculationsPrecision { F32, F32_F16, F16 }; 27 // F32 - all data and all math ops in F32 28 // F16 - all data and all math ops in F16 29 // F32_F16 - as F16, but some operations (Convolution, 30 // DepthwiseConvolution, FullyConnected, ConvolutionTransposed) 31 // have accumulator in F32 and usually it calculates 4 mads in F16, sum them, 32 // than converts this partial sum to F32 and add to accumulator. 33 34 DataType DeduceDataTypeFromPrecision(CalculationsPrecision precision); 35 36 std::string ToString(CalculationsPrecision precision); 37 38 } // namespace gpu 39 } // namespace tflite 40 41 #endif // TENSORFLOW_LITE_DELEGATES_GPU_COMMON_TASK_PRECISION_H_ 42