CpuTensorOps.Math.ixx File Reference

CPU tensor mathematical operations partition. More...

#include <stdexcept>
#include <algorithm>
#include <execution>
import Compute.IExecutionContext;
import Compute.DeviceType;
import Dnn.TensorHostTypeMap;
import Compute.CpuMemoryResource;
import Dnn.TensorDataTypeTraits;
import Dnn.TensorDataTypeMap;
import Dnn.TensorDataType;
import Dnn.Tensor;

Classes
struct	Mila::Dnn::Compute::Cpu::MathOps
	CPU specialization of TensorOps for mathematical operations. More...

Namespaces
namespace	Mila
	Mila main API namespace.
namespace	Mila::Dnn
namespace	Mila::Dnn::Compute
namespace	Mila::Dnn::Compute::Cpu

Detailed Description

CPU tensor mathematical operations partition.

Provides CPU implementations of element-wise mathematical operations. CPU operations are synchronous and don't require ExecutionContext for stream management, but accept it as a parameter for API consistency with device implementations like CUDA.

ExecutionContext handling:

• Accepts ExecutionContext parameter for API consistency with device implementations
• Parameter is unused for CPU operations (all operations are synchronous)
• No stream management needed on CPU