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, 4 insertions, 7 deletions

diff --git a/src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwVariableTable.h b/src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwVariableTable.h
index 2b118911b8..fc8764c3e2 100644
--- a/src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwVariableTable.h
+++ b/src/dynamic_fusion/sketch/gpu/ckw_driver/GpuCkwVariableTable.h
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2023 Arm Limited.
+ * Copyright (c) 2023-2024 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -21,8 +21,8 @@
  * 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_GPUCKWVARIABLETABLE
-#define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_GPUCKWVARIABLETABLE
+#ifndef ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_GPUCKWVARIABLETABLE_H
+#define ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_GPUCKWVARIABLETABLE_H
 
 #include "arm_compute/core/ITensorInfo.h"
 
@@ -38,7 +38,6 @@ namespace dynamic_fusion
 {
 class GpuKernelComponentGroup;
 class GpuCkwScopedKernelWriter;
-enum class TensorStorageType;
 
 /** A table of all the variables used in the kernel.
  *
@@ -54,7 +53,6 @@ public:
      * @param[in] comp_group Component group the tensor belongs to
      * @param[in] writer     Compute Kernel Writer
      * @param[in] tensor     Tensor info with which the new variable is associated
-     * @param[in] storage    Tensor storage type associated with the tensor
      * @param[in] alias      Alias for the variable. Will be used as part of the variable name
      *
      * @return GpuCkwComponentArgument*
@@ -62,7 +60,6 @@ public:
     GpuCkwComponentArgument *declare_variable(const GpuKernelComponentGroup &comp_group,
                                               GpuCkwScopedKernelWriter      &writer,
                                               const ITensorInfo             *tensor,
-                                              TensorStorageType              storage,
                                               const std::string             &alias = "unnamed");
 
 private:
@@ -72,4 +69,4 @@ private:
 } // namespace dynamic_fusion
 } // namespace experimental
 } // namespace arm_compute
-#endif /* ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_GPUCKWVARIABLETABLE */
+#endif // ACL_SRC_DYNAMIC_FUSION_SKETCH_GPU_CKW_DRIVER_GPUCKWVARIABLETABLE_H