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.SpecialTokens;
import Data.CharVocabularyConfig;
import Data.CharTrainer;
import Data.CharTokenizer;
import Distribution.HuggingFaceHub;
import Distribution.HttpClient;
import Data.TokenSequenceLoader;
import Distribution.ModelResolver;
import Distribution.ModelHub;
import Distribution.ModelPackage;
import Distribution.Environment;
import Serialization.PretrainedReader;
import Serialization.SafeTensors;
import Serialization.ArchiveSerializer;
import Serialization.Metadata;
import Data.Tokenizer;
import Data.TokenizerType;
import Dnn.Optimizers.AdamWConfig;
import Dnn.Models.GemmaModel;
import Dnn.Models.LlamaModel;
import Dnn.Components.GemmaProtocol;
import Dnn.Components.GemmaBlock;
import Dnn.Components.IDecoderLayer;
import Dnn.Components.LlamaTransformer;
import Dnn.Components.GptTransformer;
import Serialization.Mode;
import Dnn.Components.GptBlock;
import Dnn.Components.GatedMLP;
import Dnn.Components.Residual;
import Dnn.Quantization.KvCache.Policy;
import Serialization.ModelArchive;
import Dnn.Quantization.Weight.Policies;
import Compute.DeviceRegistryHelpers;
import Dnn.Components.GemmaConfig;
import Compute.DeviceRegistrar;
import Data.BpeTrainer;
import Compute.CpuDevice;
import Distribution.ModelManifest;
import Compute.MemoryResource;
import Logging.ConsoleSink;
import Data.CharVocabulary;
import Compute.DeviceTypeTraits.Cpu;
import Data.BpeVocabulary;
import Dnn.ComponentType;
import Dnn.ComponentConfig;
import Dnn.SamplingParams;
import Serialization.Tensor;
import Mila.Version;
import Data.BpeTokenizer;
import Dnn.Tensor;
import Dnn.ActivationType;
import Dnn.Models.GemmaModelConfig;
import Compute.CpuMemoryResource;
import Dnn.Models.LlamaModelConfig;
import Dnn.Models.GptModel;
import Dnn.CompositeComponent;
import Compute.Device;
import Dnn.ApproximationMethod;
import Logging.NullSink;
import Dnn.Component;
import Serialization.OpenMode;
import Logging.Logger;
import Distribution.HttpTransport;
import Serialization.ZipSerializer;
import Compute.OptimizerBase;
import Distribution.HttpTransportBackend;
import Dnn.Components.LayerNorm;
import Dnn.Components.Softmax;
import Dnn.Components.Linear;
import Compute.OperationBase;
import Dnn.GenerateParams;
import Dnn.Components.MLP;
import Compute.IExecutionContext;
import Dnn.Components.Rope;
import Compute.ExecutionContextFactory;
import Distribution.ModelCoordinate;
import Compute.DeviceType;
import Data.DataLoader;
import Dnn.Components.GemmaTransformer;
import Dnn.Network;
import Compute.DeviceId;
import Dnn.Model;
import Compute.DeviceRegistry;
import Dnn.LanguageModel;
import Compute.DeviceTypeTraits;
import Dnn.LanguageNetwork;
import Dnn.NetworkFactory;
import Dnn.GenerateStatus;
import Dnn.RuntimeMode;
import Dnn.ITensor;
import Dnn.Components.Lpe;
import Dnn.TensorBuffer;
import Dnn.ModelType;
import Dnn.TensorDataTypeTraits;
import Dnn.Components.Gqa;
import Distribution.Sha256;
import Dnn.TensorTypes;
import Compute.OperationType;
import Dnn.TensorDataType;
import Dnn.Optimizers.AdamW;
import Dnn.TensorDataTypeMap;
import Dnn.TensorHostTypeMap;
import Dnn.Components.Swiglu;
import Dnn.TensorOps;
import Data.BpeVocabularyConfig;
import Distribution.ModelStore;
import Dnn.ConnectionType;
import Core.RandomGenerator;
import Logging.FileSink;
import Dnn.Components.MultiHeadAttention;
import Compute.OperationTraits;
import Dnn.Components.Gelu;
import Dnn.Components.Activation;
import Dnn.Components.RmsNorm;
import Dnn.Components.TokenEmbedding;

Namespaces
namespace	Mila
	Mila main API namespace.

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.

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