optuna.trial.TrialState

class optuna.trial.TrialState(*values)[source]

Trial の状態を表すクラス。

RUNNING

Trial が実行中の状態。

WAITING

Trial が待機中の状態。

COMPLETE

Trial がエラーなく完了した状態。

PRUNED

TrialPruned によりプルーニングされた状態。

FAIL

未捕捉のエラーにより失敗した状態。

メソッド

conjugate

Returns self, the complex conjugate of any int.

bit_length()

Number of bits necessary to represent self in binary.

bit_count()

Number of ones in the binary representation of the absolute value of self.

to_bytes([length, byteorder, signed])

Return an array of bytes representing an integer.

from_bytes(bytes[, byteorder, signed])

Return the integer represented by the given array of bytes.

as_integer_ratio()

Return a pair of integers, whose ratio is equal to the original int.

is_integer()

Returns True.

is_finished()

Return a bool value to represent whether the trial state is unfinished or not.

属性

real

the real part of a complex number

imag

the imaginary part of a complex number

numerator

the numerator of a rational number in lowest terms

denominator

the denominator of a rational number in lowest terms

RUNNING

COMPLETE

PRUNED

FAIL

WAITING

is_finished()[source]

トライアルの状態が未完了かどうかを表す bool 値を返す。

未完了状態は RUNNING または WAITING のいずれかである。

Return type:

bool