Use the stable CKW API in the GPU dynamic fusion backend

- Refactor all kernels to work with the CKW stable API
- Add support for sub-tile in the op_load/op_store CKW operator
- Fix mismatch in resize
- Add comments in all kernels written with CKW to help developers
understand the structure of the code
- Add texture image support in depthwise convolution written with CKW
- Add support for different block sizes in depthwise convolution
- Remove the use of the dynamic fusion helper functions.
- Add support for floor in the op_unary() of CKW

Resolves: COMPMID-6708, COMPMID-6743, COMPMID-6530

Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Signed-off-by: Jakub Sujak <jakub.sujak@arm.com>

Change-Id: I8104ce4d04a3138a1aeb0b84940e1f1c89e76069
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10914
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 5 insertions, 5 deletions

diff --git a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.cpp b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.cpp
index 409b191df5..5544963b3f 100644
--- a/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.cpp
+++ b/src/dynamic_fusion/sketch/gpu/components/cl/ClComponentPool2d.cpp
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2023 Arm Limited.
+ * Copyright (c) 2023-2024 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -46,7 +46,7 @@ Status ClComponentPool2d::validate(const Properties                &properties,
                                    const Attributes                &attributes,
                                    const Settings                  &settings)
 {
-    ARM_COMPUTE_UNUSED(properties);
+    ARM_COMPUTE_UNUSED(properties, settings);
     const auto src = tensors.get_const_tensor(TensorType::ACL_SRC_0);
     const auto dst = tensors.get_const_tensor(TensorType::ACL_DST_0);
 
@@ -57,7 +57,7 @@ Status ClComponentPool2d::validate(const Properties                &properties,
     // 1. Check validity
     // Check if pooling is valid
     ARM_COMPUTE_RETURN_ERROR_ON_MSG(
-        is_pool_region_entirely_outside_input(convert_pool_attr_to_pool_info(attributes, settings.mixed_precision())),
+        is_pool_region_entirely_outside_input(convert_pool_attr_to_pool_info(attributes, true)),
         "Pooling region that is entirely outside input tensor is unsupported");
 
     // Matching data type
@@ -74,8 +74,8 @@ Status ClComponentPool2d::validate(const Properties                &properties,
     ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src);
 
     ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(
-        dst->tensor_shape(), misc::shape_calculator::compute_pool_shape(
-                                 *src, convert_pool_attr_to_pool_info(attributes, settings.mixed_precision())));
+        dst->tensor_shape(),
+        misc::shape_calculator::compute_pool_shape(*src, convert_pool_attr_to_pool_info(attributes, true)));
 
     // 2. Check support level
     // Data type