Struct SurvTraceConfig 

pub struct SurvTraceConfig {

    pub hidden_size: usize,
    pub num_hidden_layers: usize,
    pub num_attention_heads: usize,
    pub intermediate_size: usize,
    pub hidden_dropout_prob: f64,
    pub attention_dropout_prob: f64,
    pub num_durations: usize,
    pub num_events: usize,
    pub vocab_size: usize,
    pub learning_rate: f64,
    pub batch_size: usize,
    pub n_epochs: usize,
    pub weight_decay: f64,
    pub seed: Option<u64>,
    pub early_stopping_patience: Option<usize>,
    pub validation_fraction: f64,
    pub layer_norm_eps: f32,
}

Fields

hidden_size: usize

num_hidden_layers: usize

num_attention_heads: usize

intermediate_size: usize

hidden_dropout_prob: f64

attention_dropout_prob: f64

num_durations: usize

num_events: usize

vocab_size: usize

learning_rate: f64

batch_size: usize

n_epochs: usize

weight_decay: f64

seed: Option<u64>

early_stopping_patience: Option<usize>

validation_fraction: f64

layer_norm_eps: f32

Implementations

impl SurvTraceConfig

pub fn new( hidden_size: usize, num_hidden_layers: usize, num_attention_heads: usize, intermediate_size: usize, hidden_dropout_prob: f64, attention_dropout_prob: f64, num_durations: usize, num_events: usize, vocab_size: usize, learning_rate: f64, batch_size: usize, n_epochs: usize, weight_decay: f64, seed: Option<u64>, early_stopping_patience: Option<usize>, validation_fraction: f64, layer_norm_eps: f32, ) -> PyResult<Self>

Trait Implementations

impl Clone for SurvTraceConfig

fn clone(&self) -> SurvTraceConfig

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for SurvTraceConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl<'py> IntoPyObject<'py> for SurvTraceConfig

type Target = SurvTraceConfig

The Python output type

type Output = Bound<'py, <SurvTraceConfig as IntoPyObject<'py>>::Target>

The smart pointer type to use.

type Error = PyErr

The type returned in the event of a conversion error.

fn into_pyobject( self, py: Python<'py>, ) -> Result<<Self as IntoPyObject<'_>>::Output, <Self as IntoPyObject<'_>>::Error>

Performs the conversion.

impl PyClass for SurvTraceConfig

type Frozen = False

Whether the pyclass is frozen.

impl PyClassImpl for SurvTraceConfig

const IS_BASETYPE: bool = false

#[pyclass(subclass)]

const IS_SUBCLASS: bool = false

#[pyclass(extends=…)]

const IS_MAPPING: bool = false

#[pyclass(mapping)]

const IS_SEQUENCE: bool = false

#[pyclass(sequence)]

const IS_IMMUTABLE_TYPE: bool = false

#[pyclass(immutable_type)]

const RAW_DOC: &'static CStr = c"\x00"

Docstring for the class provided on the struct or enum.

const DOC: &'static CStr

Fully rendered class doc, including the text_signature if a constructor is defined.

type BaseType = PyAny

Base class

type ThreadChecker = SendablePyClass<SurvTraceConfig>

This handles following two situations:

type PyClassMutability = <<PyAny as PyClassBaseType>::PyClassMutability as PyClassMutability>::MutableChild

Immutable or mutable

type Dict = PyClassDummySlot

Specify this class has #[pyclass(dict)] or not.

type WeakRef = PyClassDummySlot

Specify this class has #[pyclass(weakref)] or not.

type BaseNativeType = PyAny

The closest native ancestor. This is PyAny by default, and when you declare #[pyclass(extends=PyDict)], it’s PyDict.

fn items_iter() -> PyClassItemsIter

fn lazy_type_object() -> &'static LazyTypeObject<Self>

fn dict_offset() -> Option<isize>

fn weaklist_offset() -> Option<isize>

impl PyClassNewTextSignature for SurvTraceConfig

const TEXT_SIGNATURE: &'static str = "(hidden_size=16, num_hidden_layers=3, num_attention_heads=2, intermediate_size=64, hidden_dropout_prob=0.0, attention_dropout_prob=0.1, num_durations=5, num_events=1, vocab_size=8, learning_rate=0.001, batch_size=64, n_epochs=100, weight_decay=0.0001, seed=None, early_stopping_patience=None, validation_fraction=0.1, layer_norm_eps=1e-12)"

impl PyMethods<SurvTraceConfig> for PyClassImplCollector<SurvTraceConfig>

fn py_methods(self) -> &'static PyClassItems

impl PyTypeInfo for SurvTraceConfig

const NAME: &'static str = "SurvTraceConfig"

Class name.

const MODULE: Option<&'static str> = ::core::option::Option::None

Module name, if any.

fn type_object_raw(py: Python<'_>) -> *mut PyTypeObject

Returns the PyTypeObject instance for this type.

fn type_object(py: Python<'_>) -> Bound<'_, PyType>

Returns the safe abstraction over the type object.

fn is_type_of(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type or a subclass of this type.

fn is_exact_type_of(object: &Bound<'_, PyAny>) -> bool

Checks if object is an instance of this type.

impl DerefToPyAny for SurvTraceConfig

impl ExtractPyClassWithClone for SurvTraceConfig