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authorGeorgios Pinitas <georgios.pinitas@arm.com>2017-11-14 15:32:57 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:35:24 +0000
commit30902ed3befd225cb3a6915223d0941949b8d265 (patch)
tree6f701094ae52e8e4dc41b993febbff404e660c82 /arm_compute/core/CL/kernels/CLDirectConvolutionLayerKernel.h
parent77f0f879f8a9371e50fb1c5b2b5f7252b839883c (diff)
downloadComputeLibrary-30902ed3befd225cb3a6915223d0941949b8d265.tar.gz
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 <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Diffstat (limited to 'arm_compute/core/CL/kernels/CLDirectConvolutionLayerKernel.h')
-rw-r--r--arm_compute/core/CL/kernels/CLDirectConvolutionLayerKernel.h19
1 files changed, 16 insertions, 3 deletions
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;