basecls.configs.mbnet_cfg 源代码
#!/usr/bin/env python3
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
from basecls.layers import NORM_TYPES
from .base_cfg import BaseConfig
__all__ = ["MBConfig"]
_cfg = dict(
batch_size=128,
model=dict(
name="MBNet",
),
bn=dict(
precise_every_n_epoch=1,
),
loss=dict(
label_smooth=0.1,
),
augments=dict(
color_aug=dict(
lighting=0.0,
),
),
solver=dict(
basic_lr=0.05,
weight_decay=(
(0, "bias"),
(0, NORM_TYPES),
4e-5,
),
nesterov=True,
max_epoch=150,
lr_schedule="cosine",
),
)
[文档]class MBConfig(BaseConfig):
def __init__(self, values_or_file=None, **kwargs):
super().__init__(_cfg)
self.merge(values_or_file, **kwargs)