本文整理汇总了Python中mmdet.utils.get_model_complexity_info方法的典型用法代码示例。如果您正苦于以下问题：Python utils.get_model_complexity_info方法的具体用法？Python utils.get_model_complexity_info怎么用？Python utils.get_model_complexity_info使用的例子？那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类mmdet.utils的用法示例。
在下文中一共展示了utils.get_model_complexity_info方法的1个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: main
# 需要导入模块: from mmdet import utils [as 别名]
# 或者: from mmdet.utils import get_model_complexity_info [as 别名]
def main():
args = parse_args()
if len(args.shape) == 1:
input_shape = (3, args.shape[0], args.shape[0])
elif len(args.shape) == 2:
input_shape = (3, ) + tuple(args.shape)
else:
raise ValueError('invalid input shape')
cfg = Config.fromfile(args.config)
model = build_detector(
cfg.model, train_cfg=cfg.train_cfg, test_cfg=cfg.test_cfg).cuda()
model.eval()
if hasattr(model, 'forward_dummy'):
model.forward = model.forward_dummy
else:
raise NotImplementedError(
'FLOPs counter is currently not currently supported with {}'.
format(model.__class__.__name__))
flops, params = get_model_complexity_info(model, input_shape)
split_line = '=' * 30
print('{0}\nInput shape: {1}\nFlops: {2}\nParams: {3}\n{0}'.format(
split_line, input_shape, flops, params))