CudaSoftmaxOp.ixx File Reference

CUDA implementation of Softmax operation (TensorDataType-based). More...

#include <vector>
#include <iostream>
#include <memory>
#include <stdexcept>
#include <type_traits>
#include <cstdint>
#include <cuda_fp16.h>
#include "Kernels/Softmax.cuh"
import Compute.CudaDevice;
import Compute.CudaTensorDataType;
import Compute.CudaDeviceMemoryResource;
import Dnn.Components.SoftmaxConfig;
import Compute.MemoryResource;
import Dnn.ComponentConfig;
import Dnn.ITensor;
import Compute.OperationBase;
import Dnn.Component;
import Dnn.TensorTypes;
import Dnn.TensorDataType;
import Dnn.TensorDataTypeTraits;
import Compute.UnaryOperation;
import Compute.OperationRegistry;
import Dnn.Tensor;
import Compute.OperationType;
import Compute.ExecutionContext;
import Compute.DeviceType;

Classes
struct	Mila::Dnn::Compute::Cuda::Softmax::Detail::cuda_softmax_impl< float >
struct	Mila::Dnn::Compute::Cuda::Softmax::Detail::cuda_softmax_impl< half >
class	Mila::Dnn::Compute::Cuda::Softmax::CudaSoftmaxOp< TPrecision >
	CUDA implementation of Softmax operation using abstract TensorDataType API. More...
class	Mila::Dnn::Compute::Cuda::Softmax::CudaSoftmaxOpRegistrar
	Class responsible for registering the CudaSoftmaxOp operation. More...

Namespaces
namespace	Mila
	Mila main API namespace.
namespace	Mila::Dnn
namespace	Mila::Dnn::Compute
namespace	Mila::Dnn::Compute::Cuda
namespace	Mila::Dnn::Compute::Cuda::Softmax
namespace	Mila::Dnn::Compute::Cuda::Softmax::Detail
	Namespace for CUDA softmax implementation details.

Detailed Description

CUDA implementation of Softmax operation (TensorDataType-based).