Mila.ixx File Reference

Mila public API umbrella module - the single supported entry point (import Mila;). More...

#include <string>
#include <memory>
#include <format>
#include <exception>
import Data.BpePreTokenizationMode;
import Data.BpeTrainer;
import Data.BpeVocabularyConfig;
import Data.BpeVocabulary;
import Data.CharVocabulary;
import Data.CharTrainer;
import Data.CharTokenizer;
import Serialization.ZipSerializer;
import Serialization.ArchiveSerializer;
import Serialization.ModelArchive;
import Serialization.Metadata;
import Serialization.OpenMode;
import Serialization.Mode;
import Data.DataLoader;
import Dnn.Optimizers.AdamWConfig;
import Dnn.Optimizers.AdamW;
import Dnn.Models.LlamaModel;
import Dnn.Models.GptModel;
import Dnn.Components.LlamaTransformer;
import Dnn.Components.GptTransformer;
import Data.TokenizerType;
import Dnn.Components.GptBlock;
import Dnn.Components.Softmax;
import Dnn.Components.Linear;
import Dnn.ComponentType;
import Compute.OperationRegistryHelpers;
import Core.RandomGenerator;
import Data.Tokenizer;
import Compute.OperationRegistry;
import Data.SpecialTokens;
import Compute.DeviceRegistrar;
import Compute.DeviceTypeTraits.Cpu;
import Dnn.Network;
import Dnn.TensorInitializers;
import Dnn.Tensor;
import Dnn.Component;
import Compute.DeviceTypeTraits;
import Dnn.ConnectionType;
import Compute.DeviceRegistryHelpers;
import Dnn.LanguageNetwork;
import Compute.DeviceType;
import Compute.ExecutionContextFactory;
import Compute.CpuDevice;
import Compute.OptimizerBase;
import Compute.DeviceId;
import Dnn.ITensor;
import Dnn.TensorHostTypeMap;
import Logging.ConsoleSink;
import Dnn.TensorDataTypeTraits;
import Logging.FileSink;
import Dnn.Models.LlamaModelConfig;
import Dnn.TensorTypes;
import Data.BpeTokenizer;
import Dnn.Components.Residual;
import Compute.OperationBase;
import Compute.UnaryOperation;
import Logging.NullSink;
import Dnn.Components.RmsNorm;
import Data.CharVocabularyConfig;
import Compute.OperationType;
import Compute.CpuMemoryResource;
import Compute.Device;
import Compute.IExecutionContext;
import Compute.MemoryResource;
import Dnn.LanguageModel;
import Dnn.Components.Swiglu;
import Data.TokenSequenceLoader;
import Compute.OperationsRegistrar;
import Dnn.ComponentConfig;
import Dnn.CompositeComponent;
import Dnn.Components.MultiHeadAttention;
import Dnn.NetworkFactory;
import Dnn.Model;
import Dnn.TensorBuffer;
import Dnn.TensorDataType;
import Dnn.TensorDataTypeMap;
import Compute.DeviceRegistry;
import Dnn.TensorOps;
import Dnn.ApproximationMethod;
import Dnn.ActivationType;
import Compute.BinaryOperation;
import Dnn.RuntimeMode;
import Dnn.Components.Gqa;
import Mila.Version;
import Dnn.Components.Lpe;
import Dnn.Components.MLP;
import Logging.Logger;
import Dnn.Components.Gelu;
import Dnn.Components.Rope;
import Dnn.Components.LayerNorm;
import Compute.OperationTraits;

Namespaces
namespace	Mila
	Mila main API namespace.
namespace	Mila::detail

Functions
bool	Mila::initialize (unsigned int randomSeed=0, std::shared_ptr< Logging::Logger > sink=nullptr)
	Initializes the Mila framework.
void	Mila::shutdown ()
	Shuts down the Mila framework and releases all resources.

Variables
std::shared_ptr< Logging::Logger >	Mila::detail::g_defaultLogger

Detailed Description

Mila public API umbrella module - the single supported entry point (import Mila;).

SPDX-License-Identifier: MIT Copyright (c) 2021..2026 Todd J. Thomson