COMPMID-1816: Use parallel reduction on 0 axis in CL ARG_MIN/ARG_MAX
Introducing new CLArgMinMax kernel
Change-Id: I0b8254207cc3859d19ceef9b6429cf5c1c586db0
Signed-off-by: Manuel Bottini <manuel.bottini@arm.com>
Reviewed-on: https://review.mlplatform.org/c/2202
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
diff --git a/arm_compute/core/CL/kernels/CLReductionOperationKernel.h b/arm_compute/core/CL/kernels/CLReductionOperationKernel.h
index 172ed89..1ed7e6e 100644
--- a/arm_compute/core/CL/kernels/CLReductionOperationKernel.h
+++ b/arm_compute/core/CL/kernels/CLReductionOperationKernel.h
@@ -21,8 +21,8 @@
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
-#ifndef __ARM_COMPUTE_CLREDUCTIONOPERATIONKERNEL_H__
-#define __ARM_COMPUTE_CLREDUCTIONOPERATIONKERNEL_H__
+#ifndef ARM_COMPUTE_CLREDUCTIONOPERATIONKERNEL_H
+#define ARM_COMPUTE_CLREDUCTIONOPERATIONKERNEL_H
#include "arm_compute/core/CL/ICLKernel.h"
#include "arm_compute/core/Types.h"
@@ -32,11 +32,6 @@
class ICLTensor;
/** Interface for the reduction operation kernel
- *
- * @note For ARG_MIN/ARG_MAX reduction, the default data type for an uninitialized
- * output tensor is signed 32-bit integer (S32). It is the user's responsibility
- * to check that the results do not overflow because the indices are computed
- * in unsigned 32-bit (U32).
*/
class CLReductionOperationKernel : public ICLKernel
{
@@ -57,10 +52,10 @@
/** Set the input and output tensors.
*
* @param[in] input Source tensor. Data types supported: QASYMM8/S32/F16/F32.
- * @param[out] output Destination tensor. Data types and data layouts supported: Same as @p input, U32/S32 for ARG_MIX/ARG_MAX.
+ * @param[out] output Destination tensor. Data types and data layouts supported: Same as @p input.
* Output will have the same number of dimensions as input.
* @param[in] axis Axis along which to reduce. Supported reduction axis : 0,1,2,3
- * @param[in] op Reduction operation to perform.
+ * @param[in] op Reduction operation to perform. Operations supported: MEAN_SUM, PROD, SUM_SQUARE, SUM, MIN, MAX
* @param[in] width (Optional) In case of x-axis we also need to provide the width of the input image.
*/
void configure(const ICLTensor *input, ICLTensor *output, unsigned int axis, ReductionOperation op, unsigned int width = 0);
@@ -68,10 +63,10 @@
/** Static function to check if given info will lead to a valid configuration of @ref CLReductionOperationKernel.
*
* @param[in] input Source tensor info. Data types supported: QASYMM8/S32/F16/F32.
- * @param[in] output Destination tensor info. Data types and data layouts supported: Same as @p input, U32/S32 for ARG_MIX/ARG_MAX.
+ * @param[in] output Destination tensor info. Data types and data layouts supported: Same as @p input.
* Output will have the same number of dimensions as input.
* @param[in] axis Axis along which to reduce. Supported reduction axis : 0,1,2,3
- * @param[in] op Reduction operation to perform.
+ * @param[in] op Reduction operation to perform. Operations supported: MEAN_SUM, PROD, SUM_SQUARE, SUM, MIN, MAX
* @param[in] width (Optional) In case of x-axis we also need to provide the width of the input image.
*
* @return a status
@@ -90,4 +85,4 @@
BorderSize _border_size;
};
} // namespace arm_compute
-#endif /*__ARM_COMPUTE_CLREDUCTIONOPERATIONKERNEL_H__ */
+#endif /*ARM_COMPUTE_CLREDUCTIONOPERATIONKERNEL_H */