FusedSoftmaxCrossEntropyOp.ixx File Reference

Implementation of the CUDA-based fused softmax and cross entropy operation for neural networks. More...

#include <vector>
#include <iostream>
#include <memory>
#include "Kernels/CudaOps.h"
#include <type_traits>
import Compute.CudaDevice;
import Compute.OperationAttributes;
import Compute.CudaMemoryResource;
import Compute.OperationType;
import Compute.DeviceContext;
import Compute.OperationRegistry;
import Compute.MemoryResource;
import Compute.BinaryOperation;
import Compute.OperationBase;
import Compute.DeviceType;
import Dnn.Tensor;

Classes
struct	Mila::Dnn::Compute::Detail::cuda_softmax_crossentropy_impl< float >
struct	Mila::Dnn::Compute::Detail::cuda_softmax_crossentropy_impl< half >
class	Mila::Dnn::Compute::FusedSoftmaxCrossEntropyOp< TPrecision >
	CUDA implementation of the fused softmax and cross entropy operation for neural networks. More...
class	Mila::Dnn::Compute::FusedSoftmaxCrossEntropyOpRegistrar
	Class responsible for registering the FusedSoftmaxCrossEntropyOp operation. More...

Namespaces
namespace	Mila
namespace	Mila::Dnn
namespace	Mila::Dnn::Compute
namespace	Mila::Dnn::Compute::Detail
	Namespace for CUDA layer normalization implementation details.

Detailed Description

Implementation of the CUDA-based fused softmax and cross entropy operation for neural networks.