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authorAbe Mbise <abe.mbise@arm.com>2018-05-31 16:48:41 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:54:54 +0000
commit7784c837afd5844fb6dc4d166ff253d983abfd2d (patch)
tree3bc770240de148d565aa828e8f3471c354ac3837 /arm_compute/core/NEON/kernels/NEDepthwiseIm2ColKernel.h
parentb03f7c5c780fe2df23eb8c5c1b4b1d65bd7f0339 (diff)
downloadComputeLibrary-7784c837afd5844fb6dc4d166ff253d983abfd2d.tar.gz
COMPMID-1167: Validation for NEDepthwiseConvolutionLayer
Change-Id: I9689e1a0627dc015dd2ce98417e4c97bb55581bb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131327 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/core/NEON/kernels/NEDepthwiseIm2ColKernel.h')
-rw-r--r--arm_compute/core/NEON/kernels/NEDepthwiseIm2ColKernel.h15
1 files changed, 15 insertions, 0 deletions
diff --git a/arm_compute/core/NEON/kernels/NEDepthwiseIm2ColKernel.h b/arm_compute/core/NEON/kernels/NEDepthwiseIm2ColKernel.h
index 9c11cfa425..0d61d3ea38 100644
--- a/arm_compute/core/NEON/kernels/NEDepthwiseIm2ColKernel.h
+++ b/arm_compute/core/NEON/kernels/NEDepthwiseIm2ColKernel.h
@@ -65,6 +65,21 @@ public:
*/
void configure(const ITensor *input, ITensor *output, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias = false, unsigned int depth_multiplier = 1);
+ /** Static function to check if given info will lead to a valid configuration of @ref NEDepthwiseIm2ColKernel
+ *
+ * @param[in] input The input tensor to convert. 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: QASYMM8, F32
+ * @param[in] output The output tensor. First 3 lower dimensions represent a transform of each 3D input,
+ * while every dimension above 3 represents a batch. Data types supported: Same as @p input
+ * @param[in] kernel_dims The kernel dimensions (width and height).
+ * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo.
+ * @param[in] has_bias Boolean that specifies if the depthwise convolution has bias.
+ * @param[in] depth_multiplier (Optional) Multiplier to apply to the input's depth in order to retrieve the output's depth. Defaults to 1.
+ *
+ * @return a status
+ */
+ static Status validate(const ITensorInfo *input, const ITensorInfo *output, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias = false, unsigned int depth_multiplier = 1);
+
// Inherited methods overridden:
void run(const Window &window, const ThreadInfo &info) override;