optuna.trial.TrialState — Optuna 4.3.0 documentation (original) (raw)
class optuna.trial.TrialState(*values)[source]
State of a Trial.
RUNNING
The Trial is running.
WAITING
The Trial is waiting and unfinished.
COMPLETE
The Trial has been finished without any error.
PRUNED
The Trial has been pruned withTrialPruned.
FAIL
The Trial has failed due to an uncaught error.
Methods
| 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. |
Attributes
| 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 |
Return a bool value to represent whether the trial state is unfinished or not.
The unfinished state is either RUNNING or WAITING.
Return type: