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, 41 insertions, 17 deletions

diff --git a/compute_kernel_writer/src/TensorOperand.cpp b/compute_kernel_writer/src/TensorOperand.cpp
index bf11d0d332..94997537d8 100644
--- a/compute_kernel_writer/src/TensorOperand.cpp
+++ b/compute_kernel_writer/src/TensorOperand.cpp
@@ -21,91 +21,115 @@
  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  * SOFTWARE.
  */
-
 #include "ckw/TensorOperand.h"
 
+#include "ckw/Error.h"
+
 #include "src/ITensor.h"
 
 namespace ckw
 {
 
-TensorOperand::TensorOperand(ITensor &tensor) : _tensor(tensor)
+TensorOperand::TensorOperand() : _tensor(nullptr)
+{
+}
+
+TensorOperand::TensorOperand(ITensor &tensor) : _tensor(&tensor)
+{
+}
+
+bool TensorOperand::is_valid() const
 {
+    return _tensor != nullptr;
 }
 
 const TensorInfo &TensorOperand::info() const
 {
-    return _tensor.info();
+    CKW_ASSERT(is_valid() == true);
+    return _tensor->info();
 }
 
 TileOperand TensorOperand::stride0()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Stride0));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Stride0));
 }
 
 TileOperand TensorOperand::stride1()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Stride1));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Stride1));
 }
 
 TileOperand TensorOperand::stride2()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Stride2));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Stride2));
 }
 
 TileOperand TensorOperand::stride3()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Stride3));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Stride3));
 }
 
 TileOperand TensorOperand::stride4()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Stride4));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Stride4));
 }
 
 TileOperand TensorOperand::dim0()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Dim0));
+    return TileOperand(_tensor->component(TensorComponentType::Dim0));
 }
 
 TileOperand TensorOperand::dim1()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Dim1));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Dim1));
 }
 
 TileOperand TensorOperand::dim2()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Dim2));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Dim2));
 }
 
 TileOperand TensorOperand::dim3()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Dim3));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Dim3));
 }
 
 TileOperand TensorOperand::dim4()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Dim4));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Dim4));
 }
 
 TileOperand TensorOperand::dim1_dim2()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Dim1xDim2));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Dim1xDim2));
 }
 
 TileOperand TensorOperand::dim1_dim2_dim3()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Dim1xDim2xDim3));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Dim1xDim2xDim3));
 }
 
 TileOperand TensorOperand::dim2_dim3()
 {
-    return TileOperand(_tensor.component(TensorComponentType::Dim2xDim3));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::Dim2xDim3));
 }
 
 TileOperand TensorOperand::offset_first_element_in_bytes()
 {
-    return TileOperand(_tensor.component(TensorComponentType::OffsetFirstElement));
+    CKW_ASSERT(is_valid() == true);
+    return TileOperand(_tensor->component(TensorComponentType::OffsetFirstElement));
 }
 
 } // namespace ckw