From 30902ed3befd225cb3a6915223d0941949b8d265 Mon Sep 17 00:00:00 2001 From: Georgios Pinitas Date: Tue, 14 Nov 2017 15:32:57 +0000 Subject: COMPMID-617: Add validation methods to ML CL functions. Adds validation support to: - CLDirectConvolution - CLNormalizationLayer - CLSoftmaxLayer Change-Id: I9bd1e925e6db057c799169405f82ed21d20b87ee Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95939 Reviewed-by: Anthony Barbier Tested-by: Kaizen --- .../core/CL/kernels/CLDirectConvolutionLayerKernel.h | 19 ++++++++++++++++--- 1 file changed, 16 insertions(+), 3 deletions(-) (limited to 'arm_compute/core/CL/kernels/CLDirectConvolutionLayerKernel.h') diff --git a/arm_compute/core/CL/kernels/CLDirectConvolutionLayerKernel.h b/arm_compute/core/CL/kernels/CLDirectConvolutionLayerKernel.h index da786d71df..0564553b45 100644 --- a/arm_compute/core/CL/kernels/CLDirectConvolutionLayerKernel.h +++ b/arm_compute/core/CL/kernels/CLDirectConvolutionLayerKernel.h @@ -67,12 +67,25 @@ public: * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo. */ void configure(const ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info); - - // Inherited methods overridden: - BorderSize border_size() const override; + /** Static function to check if given info will lead to a valid configuration of @ref CLDirectConvolutionLayerKernel + * + * @param[in] input The input tensor to convolve. 3 lower dimensions represent a single input [width, height, IFM], + * while every optional dimension from 4 and above represent a batch of inputs. Data types supported: QS8/QASYMM8/QS16/F16/F32. + * @param[in] weights Weights tensor. Weights are 4D tensor with dimensions [kernel_x, kernel_y, IFM, OFM]. + * The 3rd dimension must be the same as the input's volume 3rd dimension. + * Data type supported:Same as @p input. + * @param[in] biases Biases tensor. Biases are 1D tensor with dimension [OFM]. Data type supported: Same as @p input. + * @param[in] output Output tensor. + * The 3rd dimensions must be equal to the 4th dimension of the @p kernels tensor. Data types supported: Same as @p input. + * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo. + * + * @return an error status + */ + static Error validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output, const PadStrideInfo &conv_info); // Inherited methods overridden: void run(const Window &window, cl::CommandQueue &queue) override; + BorderSize border_size() const override; private: const ICLTensor *_input; -- cgit v1.2.1