Dropout.ixx File Reference

Implementation of Dropout regularization module for neural networks. More...

#include <memory>
#include <vector>
#include <string>
#include <iostream>
#include <sstream>
#include <type_traits>
#include <random>
import Compute.UnaryOperation;
import Dnn.Components.Dropout:Config;
import Dnn.Component;
import Dnn.ComponentType;
import Dnn.Tensor;
import Compute.DeviceContext;
import Dnn.ITensor;
import Compute.OperationRegistry;
import Compute.Precision;
import Compute.DeviceType;
import Dnn.TensorTraits;
import Compute.Device;
import Compute.DeviceId;
import Serialization.ModelArchive;
import Compute.OperationBase;
import Compute.CpuMemoryResource;
import Compute.MemoryResource;
import Compute.OperationAttributes;

Classes
class	Mila::Dnn::Dropout< TDeviceType, TInput, TOutput >
	Dropout regularization module for neural networks. More...

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

Typedefs
template<typename TInput = float, typename TOutput = TInput>
using	Mila::Dnn::CpuDropout = Dropout<DeviceType::Cpu, TInput, TOutput>
	Type alias for CPU-based dropout module with customizable tensor types.
template<typename TInput = float, typename TOutput = TInput>
using	Mila::Dnn::CudaDropout = Dropout<DeviceType::Cuda, TInput, TOutput>
	Type alias for CUDA-based dropout module with customizable tensor types.

Detailed Description

Implementation of Dropout regularization module for neural networks.