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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/runtime/NEON/functions/NEDepthwiseConvolutionLayer.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/runtime/NEON/functions/NEDepthwiseConvolutionLayer.h')
-rw-r--r--arm_compute/runtime/NEON/functions/NEDepthwiseConvolutionLayer.h28
1 files changed, 28 insertions, 0 deletions
diff --git a/arm_compute/runtime/NEON/functions/NEDepthwiseConvolutionLayer.h b/arm_compute/runtime/NEON/functions/NEDepthwiseConvolutionLayer.h
index aa4cace7c2..1317fb740e 100644
--- a/arm_compute/runtime/NEON/functions/NEDepthwiseConvolutionLayer.h
+++ b/arm_compute/runtime/NEON/functions/NEDepthwiseConvolutionLayer.h
@@ -65,6 +65,20 @@ public:
*/
void configure(ITensor *input, const ITensor *weights, const ITensor *biases, ITensor *output, const PadStrideInfo &conv_info, unsigned int depth_multiplier = 1);
+ /** Static function to check if given info will lead to a valid configuration of @ref NEDepthwiseConvolutionLayer3x3
+ *
+ * @param[in] input Source tensor. Data type supported: QASYMM8/F32. (Written to only for border filling).
+ * @param[in] weights Weights tensor. These are 3D tensors with shape [3, 3, IFM]. Data type supported: Same as @p input.
+ * @param[in] biases (Optional) Biases tensor. A 1D tensor with shape [IFM]. Must be nullptr if not needed.
+ * Data type supported: Same as @p input.
+ * @param[in] output Destination tensor. Data type supported: same as @p input.
+ * @param[in] conv_info Padding and stride information to use for the convolution.
+ * @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 *weights, const ITensorInfo *biases, const ITensorInfo *output, const PadStrideInfo &conv_info, unsigned int depth_multiplier = 1);
+
// Inherited methods overriden:
void run() override;
@@ -120,6 +134,20 @@ public:
*/
void configure(ITensor *input, const ITensor *weights, const ITensor *biases, ITensor *output, const PadStrideInfo &conv_info, unsigned int depth_multiplier = 1);
+ /** Static function to check if given info will lead to a valid configuration of @ref NEDepthwiseConvolutionLayer
+ *
+ * @param[in] input Source tensor. Data type supported: QASYMM8/F32. (Written to only for border filling).
+ * @param[in] output Destination tensor. Data type supported: same as @p input.
+ * @param[in] weights Weights tensor. These are 3D tensors with shape [kernel_x, kernel_y, IFM]. Data type supported: Same as @p input.
+ * @param[in] biases (Optional) Biases tensor. A 1D tensor with shape [IFM]. Must be nullptr if not needed.
+ * Data type supported: Same as @p input, S32 when input is QASYMM8.
+ * @param[in] conv_info Padding and stride information to use for the convolution.
+ * @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 *weights, const ITensorInfo *biases, const ITensorInfo *output, const PadStrideInfo &conv_info, unsigned int depth_multiplier = 1);
+
// Inherited methods overriden:
void run() override;
void prepare() override;