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, 25 insertions, 3 deletions

diff --git a/compute_kernel_writer/src/types/ConstantData.cpp b/compute_kernel_writer/src/types/ConstantData.cpp
index 67b1103860..6d15eab407 100644
--- a/compute_kernel_writer/src/types/ConstantData.cpp
+++ b/compute_kernel_writer/src/types/ConstantData.cpp
@@ -31,7 +31,7 @@ namespace ckw
 namespace
 {
 template <typename T>
-inline typename std::enable_if<std::is_same<T, float>::value, std::string>::type to_str(T value)
+typename std::enable_if<std::is_same<T, float>::value, std::string>::type to_str(T value)
 {
     std::stringstream ss;
     ss << std::scientific << std::setprecision(std::numeric_limits<T>::max_digits10) << value;
@@ -39,14 +39,14 @@ inline typename std::enable_if<std::is_same<T, float>::value, std::string>::type
 }
 
 template <typename T>
-inline typename std::enable_if<!std::is_same<T, float>::value && !std::is_same<T, bool>::value, std::string>::type
+typename std::enable_if<!std::is_same<T, float>::value && !std::is_same<T, bool>::value, std::string>::type
 to_str(T value)
 {
     return std::to_string(value);
 }
 
 template <typename T>
-inline typename std::enable_if<std::is_same<T, bool>::value, std::string>::type to_str(T value)
+typename std::enable_if<std::is_same<T, bool>::value, std::string>::type to_str(T value)
 {
     return std::to_string((int)value);
 }
@@ -72,6 +72,24 @@ ConstantData::ConstantData(std::initializer_list<std::initializer_list<T>> value
 }
 
 template <typename T>
+ConstantData::ConstantData(const std::vector<std::vector<T>> &values, DataType data_type) : _data_type(data_type)
+{
+    CKW_ASSERT(validate<T>(data_type));
+    CKW_ASSERT(values.size() > 0);
+
+    for (auto value_arr : values)
+    {
+        // Each row must have the same number of elements
+        CKW_ASSERT(value_arr.size() == (*values.begin()).size());
+
+        StringVector vec;
+        std::transform(value_arr.begin(), value_arr.end(), std::back_inserter(vec), [](T val) { return to_str(val); });
+
+        _values.push_back(std::move(vec));
+    }
+}
+
+template <typename T>
 bool ConstantData::validate(DataType data_type)
 {
     switch (data_type)
@@ -100,6 +118,10 @@ template ConstantData::ConstantData(std::initializer_list<std::initializer_list<
 template ConstantData::ConstantData(std::initializer_list<std::initializer_list<uint32_t>>, DataType);
 template ConstantData::ConstantData(std::initializer_list<std::initializer_list<bool>>, DataType);
 template ConstantData::ConstantData(std::initializer_list<std::initializer_list<float>>, DataType);
+template ConstantData::ConstantData(const std::vector<std::vector<int32_t>> &, DataType);
+template ConstantData::ConstantData(const std::vector<std::vector<uint32_t>> &, DataType);
+template ConstantData::ConstantData(const std::vector<std::vector<bool>> &, DataType);
+template ConstantData::ConstantData(const std::vector<std::vector<float>> &, DataType);
 
 template bool ConstantData::validate<int32_t>(DataType);
 template bool ConstantData::validate<uint32_t>(DataType);