Files
NexQuant/rdagent/components/coder/model_coder/CoSTEER/evolvable_subjects.py
T
Xu Yang f3210f3baa fix: revert model and make SOTA model available to COSTEER (#351)
* revert model and make SOTA model available to COSTEER

* fix CI

* fix CI

* fix CI
2024-09-26 17:54:45 +08:00

37 lines
1.2 KiB
Python

from rdagent.components.coder.model_coder.model import (
ModelExperiment,
ModelFBWorkspace,
ModelTask,
)
from rdagent.core.evolving_framework import EvolvableSubjects
from rdagent.log import rdagent_logger as logger
class ModelEvolvingItem(ModelExperiment, EvolvableSubjects):
"""
Intermediate item of model implementation.
"""
def __init__(
self,
sub_tasks: list[ModelTask],
sub_gt_implementations: list[ModelFBWorkspace] = None,
):
ModelExperiment.__init__(self, sub_tasks=sub_tasks)
if sub_gt_implementations is not None and len(
sub_gt_implementations,
) != len(self.sub_tasks):
self.sub_gt_implementations = None
logger.warning(
"The length of sub_gt_implementations is not equal to the length of sub_tasks, set sub_gt_implementations to None",
)
else:
self.sub_gt_implementations = sub_gt_implementations
@classmethod
def from_experiment(cls, exp: ModelExperiment) -> "ModelEvolvingItem":
ei = cls(sub_tasks=exp.sub_tasks)
ei.based_experiments = exp.based_experiments
ei.experiment_workspace = exp.experiment_workspace
return ei