# Copyright 2024 Bytedance Ltd. and/or its affiliates # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """ Base class for a critic """ from abc import ABC, abstractmethod import torch from verl import DataProto __all__ = ["BasePPOCritic"] class BasePPOCritic(ABC): def __init__(self, config): super().__init__() self.config = config @abstractmethod def compute_values(self, data: DataProto) -> torch.Tensor: """Compute values""" pass @abstractmethod def update_critic(self, data: DataProto): """Update the critic""" pass