CrossEntropy.ixx File Reference

Implementation of the CrossEntropy loss function module. More...

#include <memory>
#include <vector>
#include <string>
#include <iostream>
#include <sstream>
#include <type_traits>
#include <cstdint>
import Serialization.ModelArchive;
import Compute.CudaMemoryResource;
import Compute.CpuMemoryResource;
import Compute.MemoryResource;
import Dnn.Modules.CrossEntropy:Config;
import Dnn.Module;
import Dnn.Tensor;
import Dnn.TensorTraits;
import Dnn.TensorHelpers;
import Compute.DeviceType;
import Compute.OperationBase;
import Compute.Precision;
import Compute.UnaryOperation;
import Compute.ComputeDevice;
import Compute.OperationAttributes;
import Compute.DeviceContext;
import Compute.OperationRegistry;

Classes
class	Mila::Dnn::CrossEntropy< TDeviceType, TLogits, TTargets >
	CrossEntropy loss module for neural networks. More...

Namespaces
namespace	Mila
namespace	Mila::Dnn

Typedefs
template<typename TLogits = float, typename TTargets = int>
using	Mila::Dnn::CpuCrossEntropy = CrossEntropy< DeviceType::Cpu, TLogits, TTargets >
	Type alias for CPU-based cross entropy module with customizable tensor types.
template<typename TLogits = float, typename TTargets = int>
using	Mila::Dnn::CudaCrossEntropy = CrossEntropy< DeviceType::Cuda, TLogits, TTargets >
	Type alias for CUDA-based cross entropy module with customizable tensor types.

Detailed Description

Implementation of the CrossEntropy loss function module.