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authorGiorgio Arena <giorgio.arena@arm.com>2018-04-23 16:16:21 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:51:17 +0000
commitad0c7388f6261989a268ffb2d042f2bd80736e3f (patch)
tree84a0f1accc9a7c4b820f150e4265525c08a67ccf /arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h
parent1ed442a9b4024741860106cd96f5f7535a38fd04 (diff)
downloadComputeLibrary-ad0c7388f6261989a268ffb2d042f2bd80736e3f.tar.gz
COMPMID-1068 Create validate method to CLDepthWiseConvolution
Change-Id: I3301b66a8a072c6ecd0d7f2dabef350017b55ac4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128677 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h')
-rw-r--r--arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h30
1 files changed, 30 insertions, 0 deletions
diff --git a/arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h b/arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h
index 6e5ce4cd48..b1eb4b9e04 100644
--- a/arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h
+++ b/arm_compute/runtime/CL/functions/CLDepthwiseConvolutionLayer.h
@@ -67,6 +67,22 @@ public:
void configure(ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info, unsigned int depth_multiplier = 1,
ActivationLayerInfo act_info = ActivationLayerInfo());
+ /** Static function to check if given info will lead to a valid configuration of @ref CLDepthwiseConvolutionLayer3x3
+ *
+ * @param[in] input Source tensor. Data type supported: QASYMM8 for all layouts, F16/F32 for NCHW.
+ * @param[in] weights Weights tensor. A 3D tensor with shape [3, 3, IFM]. Data type supported: Same as @p input.
+ * @param[in] biases 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] 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.
+ * @param[in] act_info (Optional) Activation layer information in case of a fused activation. Only RELU, BOUNDED_RELU and LU_BOUNDED_RELU for 3x3 QASYMM8 supported.
+ * @param[in] gpu_target (Optional) GPU target to validate the kernel for. Defaults to midgard.
+ *
+ * @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,
+ ActivationLayerInfo act_info = ActivationLayerInfo(), GPUTarget gpu_target = GPUTarget::MIDGARD);
// Inherited methods overriden:
void run() override;
@@ -108,6 +124,20 @@ public:
*/
void configure(ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *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 CLDepthwiseConvolutionLayer
+ *
+ * @param[in] input Source tensor. Data type supported: QASYMM8/F32.
+ * @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 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] 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);
+
// Inherited methods overriden:
void run() override;