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LOGGING_LEVEL_MAJOR

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magnet/declearn

Declearn

magnet/declearn

Overview
Installation Guide
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User Guide
User Guide
API Reference
API Reference
- [declearn]
- aggregator
  aggregator
- communication
  communication
  - [communication]
  - NetworkClientConfig
  - NetworkServerConfig
  - build_client
  - build_server
  - list_available_protocols
  - api
    api
    
    [api]
    
    NetworkClient
    
    NetworkServer
    
    backend
    backend
    
    [backend]
    
    MessagesHandler
    
    actions
    
    flags
  - grpc
    grpc
    
    [grpc]
    
    GrpcClient
    
    GrpcServer
    
    protobufs
    protobufs
    
    [protobufs]
    
    message_pb2
    
    message_pb2_grpc
  - messaging
    messaging
    
    [messaging]
    
    CancelTraining
    
    Empty
    
    Error
    
    EvaluationReply
    
    EvaluationRequest
    
    GenericMessage
    
    GetMessageRequest
    
    InitRequest
    
    JoinReply
    
    JoinRequest
    
    Message
    
    PrivacyRequest
    
    StopTraining
    
    TrainReply
    
    TrainRequest
    
    parse_message_from_string
    
    flags (alias re-export)
  - utils
    utils
    
    [utils]
    
    ErrorMessageException
    
    MessageTypeException
    
    NetworkClientConfig
    
    NetworkServerConfig
    
    build_client
    
    build_server
    
    list_available_protocols
    
    verify_client_messages_validity
    
    verify_server_message_validity
  - websockets
    websockets
    
    [websockets]
    
    WebsocketsClient
    
    WebsocketsServer
- data_info
  data_info
- dataset
  dataset
  - [dataset]
  - DataSpecs
  - Dataset
  - InMemoryDataset
  - load_dataset_from_json
  - split_data
  - examples
    examples
    
    [examples]
    
    load_heart_uci
    
    load_mnist
  - tensorflow
    tensorflow
    
    [tensorflow]
    
    TensorflowDataset
  - torch
    torch
    
    [torch]
    
    PoissonSampler
    
    TorchDataset
    
    collate_with_padding
  - utils
    utils
    
    [utils]
    
    load_data_array
    
    save_data_array
    
    sparse_from_file
    
    sparse_to_file
    
    split_multi_classif_dataset
- main
  main
  - [main]
  - FederatedClient
  - FederatedServer
  - config
    config
    
    [config]
    
    EvaluateConfig
    
    FLOptimConfig
    
    FLRunConfig
    
    PrivacyConfig
    
    RegisterConfig
    
    TrainingConfig
  - privacy
    privacy
    
    [privacy]
    
    DPTrainingManager
  - utils
    utils
    
    [utils]
    
    AggregationError
    
    Checkpointer
    
    Constraint
    
    ConstraintSet
    
    EarlyStopConfig
    
    EarlyStopping
    
    TimeoutConstraint
    
    TrainingManager
    
    aggregate_clients_data_info
- messaging
  messaging
- metrics
  metrics
- model
  model
  - [model]
  - api
    api
    
    [api]
    
    Model
    
    Vector
    
    VectorSpec
    
    register_vector_type
  - haiku
    haiku
    
    [haiku]
    
    HaikuModel
    
    JaxNumpyVector
    
    utils
    utils
    
    [utils]
    
    select_device
  - sklearn
    sklearn
    
    [sklearn]
    
    NumpyVector
    
    SklearnSGDModel
  - tensorflow
    tensorflow
    
    [tensorflow]
    
    TensorflowModel
    
    TensorflowOptiModule
    
    TensorflowVector
    
    utils
    utils
    
    [utils]
    
    add_indexed_slices_support
    
    build_keras_loss
    
    move_layer_to_device
    
    preserve_tensor_device
    
    select_device
  - torch
    torch
    
    [torch]
    
    TorchModel
    
    TorchOptiModule
    
    TorchVector
    
    utils
    utils
    
    [utils]
    
    AutoDeviceModule
    
    select_device
- optimizer
  optimizer
  - [optimizer]
  - Optimizer
  - list_optim_modules
  - list_optim_regularizers
  - modules
    modules
    
    [modules]
    
    AdaGradModule
    
    AdamModule
    
    AuxVar
    
    EWMAModule
    
    GaussianNoiseModule
    
    L2Clipping
    
    L2GlobalClipping
    
    MomentumModule
    
    NoiseModule
    
    OptiModule
    
    RMSPropModule
    
    ScaffoldAuxVar
    
    ScaffoldClientModule
    
    ScaffoldServerModule
    
    YogiModule
    
    YogiMomentumModule
  - regularizers
    regularizers
    
    [regularizers]
    
    FedProxRegularizer
    
    LassoRegularizer
    
    Regularizer
    
    RidgeRegularizer
- quickrun
  quickrun
- secagg
  secagg
  - [secagg]
  - list_available_secagg_types
  - parse_secagg_config_client
  - parse_secagg_config_server
  - api
    api
    
    [api]
    
    ArraySpec
    
    Decrypter
    
    EncryptedSpecs
    
    Encrypter
    
    SecaggConfigClient
    
    SecaggConfigServer
    
    SecaggSetupQuery
    
    SecureAggregate
  - joye_libert
    joye_libert
    
    [joye_libert]
    
    DEFAULT_BIPRIME
    
    JLSAggregate
    
    JoyeLibertDecrypter
    
    JoyeLibertEncrypter
    
    JoyeLibertSecaggConfigClient
    
    JoyeLibertSecaggConfigServer
    
    decrypt_sum
    
    encrypt
    
    sum_encrypted
    
    messages
  - masking
    masking
    
    [masking]
    
    MaskedAggregate
    
    MaskingDecrypter
    
    MaskingEncrypter
    
    MaskingSecaggConfigClient
    
    MaskingSecaggConfigServer
    
    messages
  - messaging
  - shamir
    shamir
    
    [shamir]
    
    DEFAULT_SHAMIR_PRIME
    
    generate_secret_shares
    
    recover_shared_secret
  - utils
    utils
    
    [utils]
    
    IdentityKeys
    
    Quantizer
    
    generate_random_biprime
    
    generate_random_prime
    
    get_numpy_uint_dtype
  - x3dh
    x3dh
    
    [x3dh]
    
    X3DHManager
    
    run_x3dh_setup_client
    
    run_x3dh_setup_server
    
    messages
- test_utils
  test_utils
- typing
- utils
  utils
  - [utils]
  - Aggregate
  - DevicePolicy
  - LOGGING_LEVEL_MAJOR LOGGING_LEVEL_MAJOR
    Table of contents
    
    declearn.utils.LOGGING_LEVEL_MAJOR
  - ObjectConfig
  - TomlConfig
  - access_registered
  - access_registration_info
  - access_types_mapping
  - add_json_support
  - create_types_registry
  - dataclass_from_func
  - dataclass_from_init
  - deserialize_numpy
  - deserialize_object
  - get_device_policy
  - get_logger
  - json_dump
  - json_load
  - json_pack
  - json_unpack
  - register_type
  - run_as_processes
  - serialize_numpy
  - serialize_object
  - set_device_policy
- version
Developer Guide
Developer Guide
Release Notes
Release Notes
- v2.5.0
- v2.4.0
- v2.3.2
- v2.3.1
- v2.3.0
- v2.2.2
- v2.2.1
- v2.2.0
- v2.1.1
- v2.1.0
- v2.0.3
- v2.0.2
- v2.0.1
- v2.0.0

Table of contents

declearn.utils.LOGGING_LEVEL_MAJOR

`declearn.utils.LOGGING_LEVEL_MAJOR`

Custom "MAJOR" severity level, between stdlib "INFO" and "WARNING".

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