diff options
Diffstat (limited to 'arm_compute/runtime/NEON/functions/NEGenerateProposalsLayer.h')
| -rw-r--r-- | arm_compute/runtime/NEON/functions/NEGenerateProposalsLayer.h | 31 |
1 files changed, 25 insertions, 6 deletions
diff --git a/arm_compute/runtime/NEON/functions/NEGenerateProposalsLayer.h b/arm_compute/runtime/NEON/functions/NEGenerateProposalsLayer.h index 90e2307ce8..0f294fde22 100644 --- a/arm_compute/runtime/NEON/functions/NEGenerateProposalsLayer.h +++ b/arm_compute/runtime/NEON/functions/NEGenerateProposalsLayer.h @@ -44,14 +44,14 @@ class NEComputeAllAnchorsKernel; /** Basic function to generate proposals for a RPN (Region Proposal Network) * - * This function calls the following Neon kernels: + * This function calls the following Arm(R) Neon(TM) layers/kernels: * -# @ref NEComputeAllAnchorsKernel * -# @ref NEPermute x 2 * -# @ref NEReshapeLayer x 2 * -# @ref NEBoundingBoxTransform * -# @ref NEPadLayerKernel - * -# @ref NEDequantizationLayerKernel x 2 - * -# @ref NEQuantizationLayerKernel + * -# @ref NEDequantizationLayer x 2 + * -# @ref NEQuantizationLayer * And the following CPP kernels: * -# @ref CPPBoxWithNonMaximaSuppressionLimit */ @@ -72,6 +72,16 @@ public: /** Set the input and output tensors. * + * Valid data layouts: + * - All + * + * Valid data type configurations: + * |src0 |src1 |src2 |dst | + * |:--------------|:------------------|:--------|:--------------| + * |F16 |F16 |F16 |F16 | + * |F32 |F32 |F32 |F32 | + * |QASYMM8 |QSYMM8 |QSYMM16 |QASYMM8 | + * * @param[in] scores Scores from convolution layer of size (W, H, A), where H and W are the height and width of the feature map, and A is the number of anchors. * Data types supported: QASYMM8/F16/F32 * @param[in] deltas Bounding box deltas from convolution layer of size (W, H, 4*A). Data types supported: Same as @p scores @@ -85,7 +95,12 @@ public: * @note Only single image prediction is supported. Height and Width (and scale) of the image will be contained in the @ref GenerateProposalsInfo struct. * @note Proposals contains all the proposals. Of those, only the first num_valid_proposals are valid. */ - void configure(const ITensor *scores, const ITensor *deltas, const ITensor *anchors, ITensor *proposals, ITensor *scores_out, ITensor *num_valid_proposals, + void configure(const ITensor *scores, + const ITensor *deltas, + const ITensor *anchors, + ITensor *proposals, + ITensor *scores_out, + ITensor *num_valid_proposals, const GenerateProposalsInfo &info); /** Static function to check if given info will lead to a valid configuration of @ref NEGenerateProposalsLayer @@ -102,7 +117,11 @@ public: * * @return a Status */ - static Status validate(const ITensorInfo *scores, const ITensorInfo *deltas, const ITensorInfo *anchors, const ITensorInfo *proposals, const ITensorInfo *scores_out, + static Status validate(const ITensorInfo *scores, + const ITensorInfo *deltas, + const ITensorInfo *anchors, + const ITensorInfo *proposals, + const ITensorInfo *scores_out, const ITensorInfo *num_valid_proposals, const GenerateProposalsInfo &info); @@ -113,7 +132,7 @@ private: // Memory group manager MemoryGroup _memory_group; - // Neon kernels + // kernels/layers NEPermute _permute_deltas; NEReshapeLayer _flatten_deltas; NEPermute _permute_scores; |