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, 2 insertions, 4 deletions

diff --git a/src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwVariableTable.cpp b/src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwVariableTable.cpp
index 88a0cf7f43..66ccc1ac34 100644
--- a/src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwVariableTable.cpp
+++ b/src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwVariableTable.cpp
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2023 Arm Limited.
+ * Copyright (c) 2023-2024 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -24,7 +24,6 @@
 #include "src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwVariableTable.h"
 
 #include "src/dynamic_fusion/sketch/gpu/ckw_driver/components/utils/type_converter/Common.h"
-#include "src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwKernelWriter.h"
 #include "src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwScopedKernelWriter.h"
 #include "src/dynamic_fusion/sketch/gpu/GpuKernelArgument.h"
 #include "src/dynamic_fusion/sketch/gpu/GpuKernelComponentGroup.h"
@@ -40,7 +39,6 @@ namespace dynamic_fusion
 GpuCkwComponentArgument *GpuCkwVariableTable::declare_variable(const GpuKernelComponentGroup &comp_group,
                                                                GpuCkwScopedKernelWriter      &writer,
                                                                const ITensorInfo             *tensor,
-                                                               TensorStorageType              storage,
                                                                const std::string             &alias)
 {
     ARM_COMPUTE_ERROR_ON_MSG(!tensor->has_valid_id(), "Tensor info with valid id expected");
@@ -65,7 +63,7 @@ GpuCkwComponentArgument *GpuCkwVariableTable::declare_variable(const GpuKernelCo
         std::stringstream ss;
         ss << alias << "_t" << abs(tensor->id());
         const auto              uniq_name = ss.str();
-        GpuCkwComponentArgument var{writer->declare_tensor_argument(uniq_name, to_ckw(*tensor), to_ckw(storage))};
+        GpuCkwComponentArgument var{writer->declare_tensor_argument(uniq_name, to_ckw(*tensor))};
         auto                  &&inserted = _vars.emplace(tensor->id(), var);
         return &(inserted.first->second);
     }