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# 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
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