49 lines
1.2 KiB
Python
49 lines
1.2 KiB
Python
# -*- coding: utf-8 -*-
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# Copyright (c) Alibaba, Inc. and its affiliates.
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from abc import ABCMeta, abstractmethod
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import torch
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from scepter.modules.model.base_model import BaseModel
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from scepter.modules.utils.config import dict_to_yaml
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class TrainModule(BaseModel, metaclass=ABCMeta):
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para_dict = {}
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def __init__(self, cfg, logger=None):
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super(TrainModule, self).__init__(cfg, logger=logger)
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self.logger = logger
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self.cfg = cfg
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@abstractmethod
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def forward(self, *inputs, **kwargs):
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pass
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@abstractmethod
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def forward_train(self, *inputs, **kwargs):
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pass
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@abstractmethod
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@torch.no_grad()
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def forward_test(self, *inputs, **kwargs):
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pass
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@staticmethod
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def get_config_template():
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'''
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{ "ENV" :
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{ "description" : "",
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"A" : {
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"value": 1.0,
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"description": ""
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}
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}
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}
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:return:
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'''
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return dict_to_yaml('networkname',
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__class__.__name__,
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TrainModule.para_dict,
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set_name=True)
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