MLP.ixx File Reference

Implementation of Multi-Layer Perceptron (MLP) block for neural networks. More...

#include <iostream>
#include <sstream>
#include <memory>
#include <string>
#include <type_traits>
#include <vector>
import Serialization.ModelArchive;
import Dnn.Modules.LayerNorm;
import Dnn.Modules.Gelu;
import Dnn.Modules.Linear;
import Dnn.Modules.Residual;
import Dnn.Modules.Dropout;
import Dnn.ActivationType;
import Dnn.Tensor;
import Dnn.Blocks.MLP:Config;
import Dnn.TensorTraits;
import Compute.MemoryResource;
import Compute.OperationRegistry;
import Compute.DeviceContext;
import Dnn.Module;
import Dnn.CompositeModule;
import Compute.Precision;
import Compute.ComputeDevice;
import Compute.DeviceType;
import Compute.CpuMemoryResource;
import Compute.CudaMemoryResource;

Classes
class	Mila::Dnn::MLP< TDeviceType, TDataType >
	Multi-Layer Perceptron (MLP) block for neural networks. More...

Namespaces
namespace	Mila
namespace	Mila::Dnn

Typedefs
template<typename TDataType = float>
using	Mila::Dnn::CpuMLP = MLP< DeviceType::Cpu, TDataType >
	Type alias for CPU-based MLP module with customizable tensor type.
template<typename TDataType = float>
using	Mila::Dnn::CudaMLP = MLP< DeviceType::Cuda, TDataType >
	Type alias for CUDA-based MLP module with customizable tensor type.

Detailed Description

Implementation of Multi-Layer Perceptron (MLP) block for neural networks.