tobias_k
2018-04-03 19:33:16
在不使用库的情况下，你还可以定义一个简单的递归函数，如下所示：
def check_structure(struct, conf):
if isinstance(struct, dict) and isinstance(conf, dict):
# struct is a dict of types or other dicts
return all(k in conf and check_structure(struct[k], conf[k]) for k in struct)
if isinstance(struct, list) and isinstance(conf, list):
# struct is list in the form [type or dict]
return all(check_structure(struct[0], c) for c in conf)
elif isinstance(struct, type):
# struct is the type of conf
return isinstance(conf, struct)
else:
# struct is neither a dict, nor list, not type
return False
假设配置可以包含不在你的结构中的键，如你的示例所示。
更新：新版本还支持列表，例如 'foo': [{'bar': int}]
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Mamba is a new state space model architecture showing promising performance on information-dense data such as language modeling, where previous subquadratic models fall short of Transformers. It is based on the line of progress on structured state space models, with an efficient hardware-aware design and implementation in the spirit of FlashAttention.
(翻译：Mamba 是一种新的状态空间模型架构，在信息密集型数据（例如语言建模）上显示出良好的性能，而之前的二次模型在 Transformers 方面存在不足。它基于结构化状态空间模型的进展，并本着FlashAttention的精神进行高效的硬件感知设计和实现。)
我认为这条线
elif isinstance(struct, type):应该isinstance(conf, type):改为