wehub-resource-sync
23 lines
787 B
Python
23 lines
787 B
Python
from sqlalchemy import JSON, Column, Float, Integer, String
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from sqlalchemy.ext.declarative import declarative_base
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Base = declarative_base()
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class Experiment(Base):
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"""A PTQ experiment with results."""
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__tablename__ = "experiments"
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id = Column(Integer, primary_key=True, autoincrement=True)
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group_name = Column(String)
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model_name = Column(String, nullable=False)
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task = Column(String, nullable=False)
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metric_name = Column(String, nullable=False)
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metric_value = Column(Float, nullable=False)
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ptq_method = Column(String, nullable=False)
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activation_scale_rule = Column(String, nullable=False)
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weight_scale_rule = Column(String, nullable=False)
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smoothquant_alpha = Column(Float, nullable=True)
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results = Column(JSON, nullable=False)
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