diff options
author | Chunseok Lee <chunseok.lee@samsung.com> | 2019-01-08 17:36:34 +0900 |
---|---|---|
committer | Chunseok Lee <chunseok.lee@samsung.com> | 2019-01-08 17:36:34 +0900 |
commit | bd11b24234d7d43dfe05a81c520aa01ffad06e42 (patch) | |
tree | 57d0d4044977e4fa0e50cd9ba40b32006dff19eb /runtimes/neurun/src/kernel/cpu/MaxPoolLayer.cc | |
parent | 91f4ba45449f700a047a4aeea00b1a7c84e94c75 (diff) | |
download | nnfw-bd11b24234d7d43dfe05a81c520aa01ffad06e42.tar.gz nnfw-bd11b24234d7d43dfe05a81c520aa01ffad06e42.tar.bz2 nnfw-bd11b24234d7d43dfe05a81c520aa01ffad06e42.zip |
Imported Upstream version 0.3upstream/0.3
Diffstat (limited to 'runtimes/neurun/src/kernel/cpu/MaxPoolLayer.cc')
-rw-r--r-- | runtimes/neurun/src/kernel/cpu/MaxPoolLayer.cc | 37 |
1 files changed, 18 insertions, 19 deletions
diff --git a/runtimes/neurun/src/kernel/cpu/MaxPoolLayer.cc b/runtimes/neurun/src/kernel/cpu/MaxPoolLayer.cc index 3d96bb401..c4a288b07 100644 --- a/runtimes/neurun/src/kernel/cpu/MaxPoolLayer.cc +++ b/runtimes/neurun/src/kernel/cpu/MaxPoolLayer.cc @@ -26,14 +26,14 @@ namespace kernel namespace cpu { -#define MAXPOOLING_PARAMETERS \ - uint32_t height = getSizeOfDimension(_inputShape, 1); \ - uint32_t width = getSizeOfDimension(_inputShape, 2); \ - uint32_t outHeight = getSizeOfDimension(_outputShape, 1); \ - uint32_t outWidth = getSizeOfDimension(_outputShape, 2); \ - \ - uint32_t paddingHeight = (uint32_t)_paddingTop; \ - uint32_t paddingWidth = (uint32_t)_paddingLeft; +#define MAXPOOLING_PARAMETERS \ + tflite::PoolParams op_params; \ + op_params.stride_height = _strideHeight; \ + op_params.stride_width = _strideWidth; \ + op_params.filter_height = _kernelHeight; \ + op_params.filter_width = _kernelWidth; \ + op_params.padding_values.height = (int8_t)_paddingTop; \ + op_params.padding_values.width = (int8_t)_paddingLeft; MaxPoolLayer::MaxPoolLayer() : _inputData(nullptr), _outputData(nullptr), _inputShape(), _outputShape(), _paddingLeft(0), @@ -46,31 +46,30 @@ MaxPoolLayer::MaxPoolLayer() bool MaxPoolLayer::maxPoolFloat32() { - MAXPOOLING_PARAMETERS float output_activation_min, output_activation_max; CalculateActivationRangeFloat(_activation, &output_activation_min, &output_activation_max); + op_params.float_activation_min = output_activation_min; + op_params.float_activation_max = output_activation_max; - ::tflite::optimized_ops::MaxPool( - reinterpret_cast<const float *>(_inputData), convertShapeToDims(_inputShape), _strideWidth, - _strideHeight, paddingWidth, paddingHeight, _kernelWidth, _kernelHeight, - output_activation_min, output_activation_max, reinterpret_cast<float *>(_outputData), - convertShapeToDims(_outputShape)); + ::tflite::optimized_ops::MaxPool(op_params, convertShapeToTFLiteShape(_inputShape), + reinterpret_cast<const float *>(_inputData), + convertShapeToTFLiteShape(_outputShape), + reinterpret_cast<float *>(_outputData)); return true; } bool MaxPoolLayer::maxPoolQuant8() { - MAXPOOLING_PARAMETERS int32_t output_activation_min = 0; int32_t output_activation_max = 0; CalculateActivationRangeUint8(_activation, _outputShape, &output_activation_min, &output_activation_max); + op_params.quantized_activation_min = output_activation_min; + op_params.quantized_activation_max = output_activation_max; - ::tflite::optimized_ops::MaxPool(_inputData, convertShapeToDims(_inputShape), _strideWidth, - _strideHeight, paddingWidth, paddingHeight, _kernelWidth, - _kernelHeight, output_activation_min, output_activation_max, - _outputData, convertShapeToDims(_outputShape)); + ::tflite::optimized_ops::MaxPool(op_params, convertShapeToTFLiteShape(_inputShape), _inputData, + convertShapeToTFLiteShape(_outputShape), _outputData); return true; } |