commit a18d85c6d2c0025938c2dc10e553eb82c01922f2
author Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com> Tue Jan 03 10:16:16 2023 +0000
committer Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com> Fri Jan 20 13:11:59 2023 +0000
tree e62ce3acdbe065bedba7355cdaba6cf32d7ce20e
parent 11f7d7ed4aa6293c8ad115374b7bad9bbf5a8ae7

Dynamic Fusion Pooling Layer 2d

- Adds Dynamic fusion PoolingLayer2D as Unfusable Operator
- Indices are not supported
- Adds tests for F32/F16 Datatypes

Resolves : [COMPMID-5520]

Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com>
Change-Id: I0d112545eb9209c836bf9ea153069f8627531e0a
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8893
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>

src/dynamic_fusion/utils/Utils.h

diff --git a/src/dynamic_fusion/utils/Utils.h b/src/dynamic_fusion/utils/Utils.h
index 063dbdc..d317ec7 100644
--- a/src/dynamic_fusion/utils/Utils.h
+++ b/src/dynamic_fusion/utils/Utils.h
@@ -25,6 +25,7 @@
 #define SRC_DYNAMIC_FUSION_UTILS_UTILS
 
 #include "arm_compute/core/ITensorInfo.h"
+#include "arm_compute/dynamic_fusion/sketch/attributes/Pool2dAttributes.h"
 
 namespace arm_compute
 {
@@ -32,25 +33,37 @@
 {
 namespace dynamic_fusion
 {
-bool is_user_tensor(const ITensorInfo *tensor_info)
+inline bool is_user_tensor(const ITensorInfo *tensor_info)
 {
     return tensor_info->id() > ITensorInfo::invalid_tensor_id;
 }
 
-bool is_intermediate_tensor(const ITensorInfo *tensor_info)
+inline bool is_intermediate_tensor(const ITensorInfo *tensor_info)
 {
     return tensor_info->id() < ITensorInfo::invalid_tensor_id;
 }
 
-bool is_valid_tensor(const ITensorInfo *tensor_info)
+inline bool is_valid_tensor(const ITensorInfo *tensor_info)
 {
     return tensor_info->has_valid_id();
 }
 
-bool is_invalid_tensor(const ITensorInfo *tensor_info)
+inline bool is_invalid_tensor(const ITensorInfo *tensor_info)
 {
     return !is_valid_tensor(tensor_info);
 }
+
+/** Inline function to convert @ref Pool2dAttributes to PoolingLayerInfo
+*/
+inline PoolingLayerInfo convert_pool_attr_to_pool_info(const Pool2dAttributes &pool_attr, bool mixed_precision = false, DataLayout data_layout = DataLayout::NHWC)
+{
+    // Create PadStrideInfo
+    const Size2D        stride  = pool_attr.stride();
+    const Padding2D     padding = pool_attr.pad();
+    const PadStrideInfo pad_stride(stride.x(), stride.y(), padding.left, padding.top, arm_compute::DimensionRoundingType::FLOOR);
+
+    return PoolingLayerInfo(pool_attr.pool_type(), pool_attr.pool_size(), data_layout, pad_stride, pool_attr.exclude_padding(), mixed_precision);
+}
 }
 }
 }