diff options
Diffstat (limited to 'src/cpu/operators/CpuDepthwiseConv2d.h')
| -rw-r--r-- | src/cpu/operators/CpuDepthwiseConv2d.h | 86 |
1 files changed, 57 insertions, 29 deletions
diff --git a/src/cpu/operators/CpuDepthwiseConv2d.h b/src/cpu/operators/CpuDepthwiseConv2d.h index 3d8719ee44..7eaa0df857 100644 --- a/src/cpu/operators/CpuDepthwiseConv2d.h +++ b/src/cpu/operators/CpuDepthwiseConv2d.h @@ -24,8 +24,9 @@ #ifndef ARM_COMPUTE_CPU_DEPTHWISE_CONV2D_H #define ARM_COMPUTE_CPU_DEPTHWISE_CONV2D_H -#include "arm_compute/core/ITensorInfo.h" #include "arm_compute/core/experimental/Types.h" +#include "arm_compute/core/ITensorInfo.h" + #include "src/cpu/ICpuKernel.h" #include "src/cpu/ICpuOperator.h" #include "src/cpu/kernels/CpuDepthwiseConv2dNativeKernel.h" @@ -56,14 +57,22 @@ public: * Data type supported: Same as @p src, S32 when src is QASYMM8/QASYMM8_SIGNED. * @param[in] info Depthwise convolution meta-data. */ - void configure(ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, ITensorInfo *dst, const ConvolutionInfo &info); + void configure(ITensorInfo *src, + const ITensorInfo *weights, + const ITensorInfo *biases, + ITensorInfo *dst, + const ConvolutionInfo &info); /** Static function to check if given info will lead to a valid configuration * * Similar to CpuDepthwiseConv2d::configure() * * @return a status */ - static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *dst, const ConvolutionInfo &info); + static Status validate(const ITensorInfo *src, + const ITensorInfo *weights, + const ITensorInfo *biases, + const ITensorInfo *dst, + const ConvolutionInfo &info); /** Static function to choose the best depthwise convolution function for @ref CpuDepthwiseConv2d * * @param[in] src Source tensor info. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32 @@ -76,7 +85,10 @@ public: * * @return a Depthwise Convolution Function */ - static DepthwiseConvolutionFunction get_depthwiseconvolution_function(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *dst, + static DepthwiseConvolutionFunction get_depthwiseconvolution_function(const ITensorInfo *src, + const ITensorInfo *weights, + const ITensorInfo *biases, + const ITensorInfo *dst, const ConvolutionInfo &info); // Inherited methods overriden: @@ -118,32 +130,40 @@ private: * @param[out] dst Destination tensor info. Data type supported: same as @p src. * @param[in] info Depthwise convolution meta-data. */ - void configure(ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, ITensorInfo *dst, const ConvolutionInfo &info); + void configure(ITensorInfo *src, + const ITensorInfo *weights, + const ITensorInfo *biases, + ITensorInfo *dst, + const ConvolutionInfo &info); /** Static function to check if given info will lead to a valid configuration * * Similar to CpuDepthwiseConv2dOptimizedInternal::configure() * * @return a status */ - static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *dst, const ConvolutionInfo &info); + static Status validate(const ITensorInfo *src, + const ITensorInfo *weights, + const ITensorInfo *biases, + const ITensorInfo *dst, + const ConvolutionInfo &info); // Inherited methods overriden: void run(ITensorPack &tensors) override; void prepare(ITensorPack &tensors) override; private: - std::unique_ptr<CpuDepthwiseConv2dAssemblyDispatch> _dwc_optimized_func{ nullptr }; - std::unique_ptr<CpuPermute> _permute_input{ nullptr }; - std::unique_ptr<CpuPermute> _permute_weights{ nullptr }; - std::unique_ptr<CpuPermute> _permute_output{ nullptr }; - std::unique_ptr<CpuActivation> _activationlayer_function{ nullptr }; - bool _has_bias{ false }; - bool _is_quantized{ false }; - bool _is_nchw{ true }; - bool _permute{ false }; - bool _is_activationlayer_enabled{ false }; - bool _is_prepared{ false }; - bool _are_weights_const{ true }; + std::unique_ptr<CpuDepthwiseConv2dAssemblyDispatch> _dwc_optimized_func{nullptr}; + std::unique_ptr<CpuPermute> _permute_input{nullptr}; + std::unique_ptr<CpuPermute> _permute_weights{nullptr}; + std::unique_ptr<CpuPermute> _permute_output{nullptr}; + std::unique_ptr<CpuActivation> _activationlayer_function{nullptr}; + bool _has_bias{false}; + bool _is_quantized{false}; + bool _is_nchw{true}; + bool _permute{false}; + bool _is_activationlayer_enabled{false}; + bool _is_prepared{false}; + bool _are_weights_const{true}; }; /** Basic function to execute a generic depthwise convolution. This function calls the following kernel: @@ -176,7 +196,11 @@ private: * Data type supported: Same as @p src, S32 when src is QASYMM8/QASYMM8_SIGNED. * @param[in] info Depthwise convolution meta-data. */ - void configure(ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, ITensorInfo *dst, const ConvolutionInfo &info); + void configure(ITensorInfo *src, + const ITensorInfo *weights, + const ITensorInfo *biases, + ITensorInfo *dst, + const ConvolutionInfo &info); /** Static function to check if given info will lead to a valid configuration * @@ -184,24 +208,28 @@ private: * * @return a status */ - static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *dst, const ConvolutionInfo &info); + static Status validate(const ITensorInfo *src, + const ITensorInfo *weights, + const ITensorInfo *biases, + const ITensorInfo *dst, + const ConvolutionInfo &info); // Inherited methods overridden: void run(ITensorPack &tensors) override; void prepare(ITensorPack &tensors) override; private: - std::unique_ptr<kernels::CpuDepthwiseConv2dNativeKernel> _depthwise_conv_kernel{ nullptr }; - std::unique_ptr<CpuPermute> _permute_input{ nullptr }; - std::unique_ptr<CpuPermute> _permute_weights{ nullptr }; - std::unique_ptr<CpuPermute> _permute_output{ nullptr }; - std::unique_ptr<CpuActivation> _activationlayer_function{ nullptr }; - bool _is_nchw{ true }; - bool _is_prepared{ false }; - bool _is_activationlayer_enabled{ false }; + std::unique_ptr<kernels::CpuDepthwiseConv2dNativeKernel> _depthwise_conv_kernel{nullptr}; + std::unique_ptr<CpuPermute> _permute_input{nullptr}; + std::unique_ptr<CpuPermute> _permute_weights{nullptr}; + std::unique_ptr<CpuPermute> _permute_output{nullptr}; + std::unique_ptr<CpuActivation> _activationlayer_function{nullptr}; + bool _is_nchw{true}; + bool _is_prepared{false}; + bool _is_activationlayer_enabled{false}; }; - DepthwiseConvolutionFunction _depth_conv_func{ DepthwiseConvolutionFunction::GENERIC }; + DepthwiseConvolutionFunction _depth_conv_func{DepthwiseConvolutionFunction::GENERIC}; CpuDepthwiseConv2dOptimizedInternal _func_optimized{}; CpuDepthwiseConv2dGeneric _func_generic{}; }; |