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, 7 insertions, 27 deletions

diff --git a/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/ElementwiseBinary.h b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/ElementwiseBinary.h
index 0cba258940..644a407702 100644
--- a/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/ElementwiseBinary.h
+++ b/src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/ElementwiseBinary.h
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2023 Arm Limited.
+ * Copyright (c) 2023-2024 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -21,42 +21,22 @@
  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  * SOFTWARE.
  */
-#ifndef ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_ELEMENTWISEBINARY
-#define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_ELEMENTWISEBINARY
-
-#include "ckw/types/Operators.h"
+#ifndef ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_ELEMENTWISEBINARY_H
+#define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_ELEMENTWISEBINARY_H
 
 #include "src/dynamic_fusion/sketch/gpu/operators/internal/GpuElementwiseBinaryCommon.h"
 
+#include "compute_kernel_writer/include/ckw/types/Operators.h"
+
 namespace arm_compute
 {
 namespace experimental
 {
 namespace dynamic_fusion
 {
-inline ckw::BinaryOp to_ckw(const ElementwiseBinaryCommonAttributes &attributes)
-{
-    switch (attributes.operation())
-    {
-        case ElementwiseBinaryCommonAttributes::ElementwiseOp::Add:
-            return ckw::BinaryOp::Add;
-        case ElementwiseBinaryCommonAttributes::ElementwiseOp::Sub:
-            return ckw::BinaryOp::Sub;
-        case ElementwiseBinaryCommonAttributes::ElementwiseOp::Div:
-            return ckw::BinaryOp::Div;
-        case ElementwiseBinaryCommonAttributes::ElementwiseOp::Mul:
-            return ckw::BinaryOp::Mul;
-        case ElementwiseBinaryCommonAttributes::ElementwiseOp::Min:
-        case ElementwiseBinaryCommonAttributes::ElementwiseOp::Max:
-        case ElementwiseBinaryCommonAttributes::ElementwiseOp::Power:
-        case ElementwiseBinaryCommonAttributes::ElementwiseOp::Prelu:
-        case ElementwiseBinaryCommonAttributes::ElementwiseOp::SquaredDiff:
-        default:
-            ARM_COMPUTE_ERROR("Cannot convert ElementwiseBinaryCommonAttributes to corresponding ckw::BinaryOp");
-    }
-}
+ckw::BinaryOp to_ckw(const ElementwiseBinaryCommonAttributes &attributes);
 } // namespace dynamic_fusion
 } // namespace experimental
 } // namespace arm_compute
 
-#endif /* ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_ELEMENTWISEBINARY */
+#endif // ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_COMPONENTS_UTILS_TYPE_CONVERTER_ELEMENTWISEBINARY_H