diff options
Diffstat (limited to 'src/gpu/cl/operators/ClFullyConnected.h')
| -rw-r--r-- | src/gpu/cl/operators/ClFullyConnected.h | 56 |
1 files changed, 39 insertions, 17 deletions
diff --git a/src/gpu/cl/operators/ClFullyConnected.h b/src/gpu/cl/operators/ClFullyConnected.h index d975859d87..0621238ab5 100644 --- a/src/gpu/cl/operators/ClFullyConnected.h +++ b/src/gpu/cl/operators/ClFullyConnected.h @@ -47,7 +47,7 @@ namespace kernels { class ClMatMulNativeKernel; class ClMatMulLowpNativeKernel; -} +} // namespace kernels /** Basic function to compute a Fully Connected layer on OpenCL. This function calls the following OpenCL kernels: * * -# @ref opencl::kernels::ClIm2ColKernel (called when the input comes from a convolutional layer) @@ -88,7 +88,11 @@ public: * Data type supported: Same as @p src. * @param[in] fc_info (Optional) Fully connected layer additional info */ - void configure(const CLCompileContext &compile_context, ITensorInfo *src, ITensorInfo *weights, ITensorInfo *biases, ITensorInfo *dst, + void configure(const CLCompileContext &compile_context, + ITensorInfo *src, + ITensorInfo *weights, + ITensorInfo *biases, + ITensorInfo *dst, FullyConnectedLayerInfo fc_info = FullyConnectedLayerInfo()); /** Static function to check if given info will lead to a valid configuration * @@ -96,18 +100,36 @@ public: * * @return a status */ - static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *dst, + static Status validate(const ITensorInfo *src, + const ITensorInfo *weights, + const ITensorInfo *biases, + const ITensorInfo *dst, FullyConnectedLayerInfo fc_info = FullyConnectedLayerInfo()); // Inherited methods overriden - void run(ITensorPack &tensors) override; - void prepare(ITensorPack &tensors) override; + void run(ITensorPack &tensors) override; + void prepare(ITensorPack &tensors) override; experimental::MemoryRequirements workspace() const override; private: - void configure_fc_fc(const CLCompileContext &compile_context, ITensorInfo *src, ITensorInfo *weights, ITensorInfo *bias, ITensorInfo *dst, const FullyConnectedLayerInfo &fc_info); - void configure_conv_fc(const CLCompileContext &compile_context, ITensorInfo *src, ITensorInfo *weights, ITensorInfo *bias, ITensorInfo *dst, const FullyConnectedLayerInfo &fc_info); - void configure_mm(const CLCompileContext &compile_context, ITensorInfo *src, ITensorInfo *weights, ITensorInfo *bias, ITensorInfo *dst, const FullyConnectedLayerInfo &fc_info); + void configure_fc_fc(const CLCompileContext &compile_context, + ITensorInfo *src, + ITensorInfo *weights, + ITensorInfo *bias, + ITensorInfo *dst, + const FullyConnectedLayerInfo &fc_info); + void configure_conv_fc(const CLCompileContext &compile_context, + ITensorInfo *src, + ITensorInfo *weights, + ITensorInfo *bias, + ITensorInfo *dst, + const FullyConnectedLayerInfo &fc_info); + void configure_mm(const CLCompileContext &compile_context, + ITensorInfo *src, + ITensorInfo *weights, + ITensorInfo *bias, + ITensorInfo *dst, + const FullyConnectedLayerInfo &fc_info); private: enum AuxTensorIdx @@ -134,19 +156,19 @@ private: TensorInfo _reshaped_weights{}; TensorInfo _lhs_to_use{}; TensorInfo _weights_to_use{}; - int _weights_to_use_idx{ ACL_SRC_1 }; + int _weights_to_use_idx{ACL_SRC_1}; - bool _run_convert_weights{ false }; - bool _transpose_weights{ false }; - bool _dynamic_gemm{ false }; - bool _use_matmul{ false }; + bool _run_convert_weights{false}; + bool _transpose_weights{false}; + bool _dynamic_gemm{false}; + bool _use_matmul{false}; - bool _is_fc_after_conv{ true }; - bool _is_quantized{ false }; - bool _is_prepared{ false }; + bool _is_fc_after_conv{true}; + bool _is_quantized{false}; + bool _is_prepared{false}; #ifdef ARM_COMPUTE_ASSERTS_ENABLED - int _asrt_run_count {}; + int _asrt_run_count{}; int _asrt_prepare_count{}; #endif // ARM_COMPUTE_ASSERTS_ENABLED }; |