LayerNorm.ixx File Reference

Layer Normalization component. More...

#include <iostream>
#include <sstream>
#include <memory>
#include <string>
#include <vector>
#include <type_traits>
#include <cstdint>
#include <stdexcept>
#include <mutex>
#include <utility>
#include <optional>
#include <numeric>
#include <algorithm>
import Logging.Logger;
import Dnn.TensorOps;
import Serialization.Tensor;
import Serialization.Mode;
import Compute.CpuMemoryResource;
import Compute.UnaryOperation;
import Compute.ExecutionContextFactory;
import Compute.ExecutionContext;
import Compute.MemoryResource;
import Dnn.Component;
import Compute.DeviceTypeTraits;
import Dnn.Components.LayerNorm:Config;
import Dnn.ComponentType;
import Dnn.Tensor;
import Compute.OperationRegistry;
import Compute.Device;
import Dnn.TensorInitializers;
import Dnn.TensorTypes;
import Dnn.TensorHelpers;
import Dnn.TensorPartitioning;
import Serialization.ModelArchive;
import Compute.IExecutionContext;
import Dnn.TensorDataType;
import Compute.DeviceId;
import Dnn.ITensor;
import Dnn.TensorDataTypeTraits;
import Compute.DeviceType;

Classes
class	Mila::Dnn::LayerNorm< TDeviceType, TPrecision >
	Device-templated Layer Normalization component. More...

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

Detailed Description

Layer Normalization component.

Normalizes inputs across specified dimensions and applies learned affine transformation (weight and bias). Delegates compute to a device-specific UnaryOperation backend.