qjay612 / meta_learning_nl2sql Goto Github PK

作者你好，我在运行train_wikisql.sh 出错了。载入bert模型时出现了标题所示的错误。使用的版本全是Readme中给出的，BERT也是Readme给出的链接里下载的。
出错信息如下：
Traceback (most recent call last):
File "train_wikisql.py", line 37, in
meta_learner = Meta(args)
File "../src/meta/meta_wikisql.py", line 57, in init
self.net = Learner(args)
File "../src/meta/meta_wikisql.py", line 23, in init
self.bert_model, self.bert_tokenizer, self.bert_config = load_bert(args.bert_path)
File "../src/utils/utils.py", line 55, in load_bert
bert_model.load_state_dict(torch.load(init_checkpoint, map_location='cpu'))
File "/environment/miniconda3/envs/fmh/lib/python3.6/site-packages/torch/nn/modules/module.py", line 830, in load_state_dict
self.class.name, "\n\t".join(error_msgs)))
RuntimeError: Error(s) in loading state_dict for BertModel:
Missing key(s) in state_dict: "embeddings.word_embeddings.weight", "embeddings.position_embeddings.weight", "embeddings.token_type_embeddings.weight", "embeddings.LayerNorm.gamma", "embeddings.LayerNorm.beta", "encoder.layer.0.attention.self.query.weight", "encoder.layer.0.attention.self.query.bias", "encoder.layer.0.attention.self.key.weight", "encoder.layer.0.attention.self.key.bias", "encoder.layer.0.attention.self.value.weight", "encoder.layer.0.attention.self.value.bias", "encoder.layer.0.attention.output.dense.weight", "encoder.layer.0.attention.output.dense.bias", "encoder.layer.0.attention.output.LayerNorm.gamma", "encoder.layer.0.attention.output.LayerNorm.beta", "encoder.layer.0.intermediate.dense.weight", "encoder.layer.0.intermediate.dense.bias", "encoder.layer.0.output.dense.weight", "encoder.layer.0.output.dense.bias", "encoder.layer.0.output.LayerNorm.gamma", "encoder.layer.0.output.LayerNorm.beta", "encoder.layer.1.attention.self.query.weight", "encoder.layer.1.attention.self.query.bias", "encoder.layer.1.attention.self.key.weight", "encoder.layer.1.attention.self.key.bias", "encoder.layer.1.attention.self.value.weight", "encoder.layer.1.attention.self.value.bias", "encoder.layer.1.attention.output.dense.weight", "encoder.layer.1.attention.output.dense.bias", "encoder.layer.1.attention.output.LayerNorm.gamma", "encoder.layer.1.attention.output.LayerNorm.beta", "encoder.layer.1.intermediate.dense.weight", "encoder.layer.1.intermediate.dense.bias", "encoder.layer.1.output.dense.weight", "encoder.layer.1.output.dense.bias", "encoder.layer.1.output.LayerNorm.gamma", "encoder.layer.1.output.LayerNorm.beta", "encoder.layer.2.attention.self.query.weight", "encoder.layer.2.attention.self.query.bias", "encoder.layer.2.attention.self.key.weight", "encoder.layer.2.attention.self.key.bias", "encoder.layer.2.attention.self.value.weight", "encoder.layer.2.attention.self.value.bias", "encoder.layer.2.attention.output.dense.weight", "encoder.layer.2.attention.output.dense.bias", "encoder.layer.2.attention.output.LayerNorm.gamma", "encoder.layer.2.attention.output.LayerNorm.beta", "encoder.layer.2.intermediate.dense.weight", "encoder.layer.2.intermediate.dense.bias", "encoder.layer.2.output.dense.weight", "encoder.layer.2.output.dense.bias", "encoder.layer.2.output.LayerNorm.gamma", "encoder.layer.2.output.LayerNorm.beta", "encoder.layer.3.attention.self.query.weight", "encoder.layer.3.attention.self.query.bias", "encoder.layer.3.attention.self.key.weight", "encoder.layer.3.attention.self.key.bias", "encoder.layer.3.attention.self.value.weight", "encoder.layer.3.attention.self.value.bias", "encoder.layer.3.attention.output.dense.weight", "encoder.layer.3.attention.output.dense.bias", "encoder.layer.3.attention.output.LayerNorm.gamma", "encoder.layer.3.attention.output.LayerNorm.beta", "encoder.layer.3.intermediate.dense.weight", "encoder.layer.3.intermediate.dense.bias", "encoder.layer.3.output.dense.weight", "encoder.layer.3.output.dense.bias", "encoder.layer.3.output.LayerNorm.gamma", "encoder.layer.3.output.LayerNorm.beta", "encoder.layer.4.attention.self.query.weight", "encoder.layer.4.attention.self.query.bias", "encoder.layer.4.attention.self.key.weight", "encoder.layer.4.attention.self.key.bias", "encoder.layer.4.attention.self.value.weight", "encoder.layer.4.attention.self.value.bias", "encoder.layer.4.attention.output.dense.weight", "encoder.layer.4.attention.output.dense.bias", "encoder.layer.4.attention.output.LayerNorm.gamma", "encoder.layer.4.attention.output.LayerNorm.beta", "encoder.layer.4.intermediate.dense.weight", "encoder.layer.4.intermediate.dense.bias", "encoder.layer.4.output.dense.weight", "encoder.layer.4.output.dense.bias", "encoder.layer.4.output.LayerNorm.gamma", "encoder.layer.4.output.LayerNorm.beta", "encoder.layer.5.attention.self.query.weight", "encoder.layer.5.attention.self.query.bias", "encoder.layer.5.attention.self.key.weight", "encoder.layer.5.attention.self.key.bias", "encoder.layer.5.attention.self.value.weight", "encoder.layer.5.attention.self.value.bias", "encoder.layer.5.attention.output.dense.weight", "encoder.layer.5.attention.output.dense.bias", "encoder.layer.5.attention.output.LayerNorm.gamma", "encoder.layer.5.attention.output.LayerNorm.beta", "encoder.layer.5.intermediate.dense.weight", "encoder.layer.5.intermediate.dense.bias", "encoder.layer.5.output.dense.weight", "encoder.layer.5.output.dense.bias", "encoder.layer.5.output.LayerNorm.gamma", "encoder.layer.5.output.LayerNorm.beta", "encoder.layer.6.attention.self.query.weight", "encoder.layer.6.attention.self.query.bias", "encoder.layer.6.attention.self.key.weight", "encoder.layer.6.attention.self.key.bias", "encoder.layer.6.attention.self.value.weight", "encoder.layer.6.attention.self.value.bias", "encoder.layer.6.attention.output.dense.weight", "encoder.layer.6.attention.output.dense.bias", "encoder.layer.6.attention.output.LayerNorm.gamma", "encoder.layer.6.attention.output.LayerNorm.beta", "encoder.layer.6.intermediate.dense.weight", "encoder.layer.6.intermediate.dense.bias", "encoder.layer.6.output.dense.weight", "encoder.layer.6.output.dense.bias", "encoder.layer.6.output.LayerNorm.gamma", "encoder.layer.6.output.LayerNorm.beta", "encoder.layer.7.attention.self.query.weight", "encoder.layer.7.attention.self.query.bias", "encoder.layer.7.attention.self.key.weight", "encoder.layer.7.attention.self.key.bias", "encoder.layer.7.attention.self.value.weight", "encoder.layer.7.attention.self.value.bias", "encoder.layer.7.attention.output.dense.weight", "encoder.layer.7.attention.output.dense.bias", "encoder.layer.7.attention.output.LayerNorm.gamma", "encoder.layer.7.attention.output.LayerNorm.beta", "encoder.layer.7.intermediate.dense.weight", "encoder.layer.7.intermediate.dense.bias", "encoder.layer.7.output.dense.weight", "encoder.layer.7.output.dense.bias", "encoder.layer.7.output.LayerNorm.gamma", "encoder.layer.7.output.LayerNorm.beta", "encoder.layer.8.attention.self.query.weight", "encoder.layer.8.attention.self.query.bias", "encoder.layer.8.attention.self.key.weight", "encoder.layer.8.attention.self.key.bias", "encoder.layer.8.attention.self.value.weight", "encoder.layer.8.attention.self.value.bias", "encoder.layer.8.attention.output.dense.weight", "encoder.layer.8.attention.output.dense.bias", "encoder.layer.8.attention.output.LayerNorm.gamma", "encoder.layer.8.attention.output.LayerNorm.beta", "encoder.layer.8.intermediate.dense.weight", "encoder.layer.8.intermediate.dense.bias", "encoder.layer.8.output.dense.weight", "encoder.layer.8.output.dense.bias", "encoder.layer.8.output.LayerNorm.gamma", "encoder.layer.8.output.LayerNorm.beta", "encoder.layer.9.attention.self.query.weight", "encoder.layer.9.attention.self.query.bias", "encoder.layer.9.attention.self.key.weight", "encoder.layer.9.attention.self.key.bias", "encoder.layer.9.attention.self.value.weight", "encoder.layer.9.attention.self.value.bias", "encoder.layer.9.attention.output.dense.weight", "encoder.layer.9.attention.output.dense.bias", "encoder.layer.9.attention.output.LayerNorm.gamma", "encoder.layer.9.attention.output.LayerNorm.beta", "encoder.layer.9.intermediate.dense.weight", "encoder.layer.9.intermediate.dense.bias", "encoder.layer.9.output.dense.weight", "encoder.layer.9.output.dense.bias", "encoder.layer.9.output.LayerNorm.gamma", "encoder.layer.9.output.LayerNorm.beta", "encoder.layer.10.attention.self.query.weight", "encoder.layer.10.attention.self.query.bias", "encoder.layer.10.attention.self.key.weight", "encoder.layer.10.attention.self.key.bias", "encoder.layer.10.attention.self.value.weight", "encoder.layer.10.attention.self.value.bias", "encoder.layer.10.attention.output.dense.weight", "encoder.layer.10.attention.output.dense.bias", "encoder.layer.10.attention.output.LayerNorm.gamma", "encoder.layer.10.attention.output.LayerNorm.beta", "encoder.layer.10.intermediate.dense.weight", "encoder.layer.10.intermediate.dense.bias", "encoder.layer.10.output.dense.weight", "encoder.layer.10.output.dense.bias", "encoder.layer.10.output.LayerNorm.gamma", "encoder.layer.10.output.LayerNorm.beta", "encoder.layer.11.attention.self.query.weight", "encoder.layer.11.attention.self.query.bias", "encoder.layer.11.attention.self.key.weight", "encoder.layer.11.attention.self.key.bias", "encoder.layer.11.attention.self.value.weight", "encoder.layer.11.attention.self.value.bias", "encoder.layer.11.attention.output.dense.weight", "encoder.layer.11.attention.output.dense.bias", "encoder.layer.11.attention.output.LayerNorm.gamma", "encoder.layer.11.attention.output.LayerNorm.beta", "encoder.layer.11.intermediate.dense.weight", "encoder.layer.11.intermediate.dense.bias", "encoder.layer.11.output.dense.weight", "encoder.layer.11.output.dense.bias", "encoder.layer.11.output.LayerNorm.gamma", "encoder.layer.11.output.LayerNorm.beta", "pooler.dense.weight", "pooler.dense.bias".
Unexpected key(s) in state_dict: "bert.embeddings.word_embeddings.weight", "bert.embeddings.position_embeddings.weight", "bert.embeddings.token_type_embeddings.weight", "bert.embeddings.LayerNorm.gamma", "bert.embeddings.LayerNorm.beta", "bert.encoder.layer.0.attention.self.query.weight", "bert.encoder.layer.0.attention.self.query.bias", "bert.encoder.layer.0.attention.self.key.weight", "bert.encoder.layer.0.attention.self.key.bias", "bert.encoder.layer.0.attention.self.value.weight", "bert.encoder.layer.0.attention.self.value.bias", "bert.encoder.layer.0.attention.output.dense.weight", "bert.encoder.layer.0.attention.output.dense.bias", "bert.encoder.layer.0.attention.output.LayerNorm.gamma", "bert.encoder.layer.0.attention.output.LayerNorm.beta", "bert.encoder.layer.0.intermediate.dense.weight", "bert.encoder.layer.0.intermediate.dense.bias", "bert.encoder.layer.0.output.dense.weight", "bert.encoder.layer.0.output.dense.bias", "bert.encoder.layer.0.output.LayerNorm.gamma", "bert.encoder.layer.0.output.LayerNorm.beta", "bert.encoder.layer.1.attention.self.query.weight", "bert.encoder.layer.1.attention.self.query.bias", "bert.encoder.layer.1.attention.self.key.weight", "bert.encoder.layer.1.attention.self.key.bias", "bert.encoder.layer.1.attention.self.value.weight", "bert.encoder.layer.1.attention.self.value.bias", "bert.encoder.layer.1.attention.output.dense.weight", "bert.encoder.layer.1.attention.output.dense.bias", "bert.encoder.layer.1.attention.output.LayerNorm.gamma", "bert.encoder.layer.1.attention.output.LayerNorm.beta", "bert.encoder.layer.1.intermediate.dense.weight", "bert.encoder.layer.1.intermediate.dense.bias", "bert.encoder.layer.1.output.dense.weight", "bert.encoder.layer.1.output.dense.bias", "bert.encoder.layer.1.output.LayerNorm.gamma", "bert.encoder.layer.1.output.LayerNorm.beta", "bert.encoder.layer.2.attention.self.query.weight", "bert.encoder.layer.2.attention.self.query.bias", "bert.encoder.layer.2.attention.self.key.weight", "bert.encoder.layer.2.attention.self.key.bias", "bert.encoder.layer.2.attention.self.value.weight", "bert.encoder.layer.2.attention.self.value.bias", "bert.encoder.layer.2.attention.output.dense.weight", "bert.encoder.layer.2.attention.output.dense.bias", "bert.encoder.layer.2.attention.output.LayerNorm.gamma", "bert.encoder.layer.2.attention.output.LayerNorm.beta", "bert.encoder.layer.2.intermediate.dense.weight", "bert.encoder.layer.2.intermediate.dense.bias", "bert.encoder.layer.2.output.dense.weight", "bert.encoder.layer.2.output.dense.bias", "bert.encoder.layer.2.output.LayerNorm.gamma", "bert.encoder.layer.2.output.LayerNorm.beta", "bert.encoder.layer.3.attention.self.query.weight", "bert.encoder.layer.3.attention.self.query.bias", "bert.encoder.layer.3.attention.self.key.weight", "bert.encoder.layer.3.attention.self.key.bias", "bert.encoder.layer.3.attention.self.value.weight", "bert.encoder.layer.3.attention.self.value.bias", "bert.encoder.layer.3.attention.output.dense.weight", "bert.encoder.layer.3.attention.output.dense.bias", "bert.encoder.layer.3.attention.output.LayerNorm.gamma", "bert.encoder.layer.3.attention.output.LayerNorm.beta", "bert.encoder.layer.3.intermediate.dense.weight", "bert.encoder.layer.3.intermediate.dense.bias", "bert.encoder.layer.3.output.dense.weight", "bert.encoder.layer.3.output.dense.bias", "bert.encoder.layer.3.output.LayerNorm.gamma", "bert.encoder.layer.3.output.LayerNorm.beta", "bert.encoder.layer.4.attention.self.query.weight", "bert.encoder.layer.4.attention.self.query.bias", "bert.encoder.layer.4.attention.self.key.weight", "bert.encoder.layer.4.attention.self.key.bias", "bert.encoder.layer.4.attention.self.value.weight", "bert.encoder.layer.4.attention.self.value.bias", "bert.encoder.layer.4.attention.output.dense.weight", "bert.encoder.layer.4.attention.output.dense.bias", "bert.encoder.layer.4.attention.output.LayerNorm.gamma", "bert.encoder.layer.4.attention.output.LayerNorm.beta", "bert.encoder.layer.4.intermediate.dense.weight", "bert.encoder.layer.4.intermediate.dense.bias", "bert.encoder.layer.4.output.dense.weight", "bert.encoder.layer.4.output.dense.bias", "bert.encoder.layer.4.output.LayerNorm.gamma", "bert.encoder.layer.4.output.LayerNorm.beta", "bert.encoder.layer.5.attention.self.query.weight", "bert.encoder.layer.5.attention.self.query.bias", "bert.encoder.layer.5.attention.self.key.weight", "bert.encoder.layer.5.attention.self.key.bias", "bert.encoder.layer.5.attention.self.value.weight", "bert.encoder.layer.5.attention.self.value.bias", "bert.encoder.layer.5.attention.output.dense.weight", "bert.encoder.layer.5.attention.output.dense.bias", "bert.encoder.layer.5.attention.output.LayerNorm.gamma", "bert.encoder.layer.5.attention.output.LayerNorm.beta", "bert.encoder.layer.5.intermediate.dense.weight", "bert.encoder.layer.5.intermediate.dense.bias", "bert.encoder.layer.5.output.dense.weight", "bert.encoder.layer.5.output.dense.bias", "bert.encoder.layer.5.output.LayerNorm.gamma", "bert.encoder.layer.5.output.LayerNorm.beta", "bert.encoder.layer.6.attention.self.query.weight", "bert.encoder.layer.6.attention.self.query.bias", "bert.encoder.layer.6.attention.self.key.weight", "bert.encoder.layer.6.attention.self.key.bias", "bert.encoder.layer.6.attention.self.value.weight", "bert.encoder.layer.6.attention.self.value.bias", "bert.encoder.layer.6.attention.output.dense.weight", "bert.encoder.layer.6.attention.output.dense.bias", "bert.encoder.layer.6.attention.output.LayerNorm.gamma", "bert.encoder.layer.6.attention.output.LayerNorm.beta", "bert.encoder.layer.6.intermediate.dense.weight", "bert.encoder.layer.6.intermediate.dense.bias", "bert.encoder.layer.6.output.dense.weight", "bert.encoder.layer.6.output.dense.bias", "bert.encoder.layer.6.output.LayerNorm.gamma", "bert.encoder.layer.6.output.LayerNorm.beta", "bert.encoder.layer.7.attention.self.query.weight", "bert.encoder.layer.7.attention.self.query.bias", "bert.encoder.layer.7.attention.self.key.weight", "bert.encoder.layer.7.attention.self.key.bias", "bert.encoder.layer.7.attention.self.value.weight", "bert.encoder.layer.7.attention.self.value.bias", "bert.encoder.layer.7.attention.output.dense.weight", "bert.encoder.layer.7.attention.output.dense.bias", "bert.encoder.layer.7.attention.output.LayerNorm.gamma", "bert.encoder.layer.7.attention.output.LayerNorm.beta", "bert.encoder.layer.7.intermediate.dense.weight", "bert.encoder.layer.7.intermediate.dense.bias", "bert.encoder.layer.7.output.dense.weight", "bert.encoder.layer.7.output.dense.bias", "bert.encoder.layer.7.output.LayerNorm.gamma", "bert.encoder.layer.7.output.LayerNorm.beta", "bert.encoder.layer.8.attention.self.query.weight", "bert.encoder.layer.8.attention.self.query.bias", "bert.encoder.layer.8.attention.self.key.weight", "bert.encoder.layer.8.attention.self.key.bias", "bert.encoder.layer.8.attention.self.value.weight", "bert.encoder.layer.8.attention.self.value.bias", "bert.encoder.layer.8.attention.output.dense.weight", "bert.encoder.layer.8.attention.output.dense.bias", "bert.encoder.layer.8.attention.output.LayerNorm.gamma", "bert.encoder.layer.8.attention.output.LayerNorm.beta", "bert.encoder.layer.8.intermediate.dense.weight", "bert.encoder.layer.8.intermediate.dense.bias", "bert.encoder.layer.8.output.dense.weight", "bert.encoder.layer.8.output.dense.bias", "bert.encoder.layer.8.output.LayerNorm.gamma", "bert.encoder.layer.8.output.LayerNorm.beta", "bert.encoder.layer.9.attention.self.query.weight", "bert.encoder.layer.9.attention.self.query.bias", "bert.encoder.layer.9.attention.self.key.weight", "bert.encoder.layer.9.attention.self.key.bias", "bert.encoder.layer.9.attention.self.value.weight", "bert.encoder.layer.9.attention.self.value.bias", "bert.encoder.layer.9.attention.output.dense.weight", "bert.encoder.layer.9.attention.output.dense.bias", "bert.encoder.layer.9.attention.output.LayerNorm.gamma", "bert.encoder.layer.9.attention.output.LayerNorm.beta", "bert.encoder.layer.9.intermediate.dense.weight", "bert.encoder.layer.9.intermediate.dense.bias", "bert.encoder.layer.9.output.dense.weight", "bert.encoder.layer.9.output.dense.bias", "bert.encoder.layer.9.output.LayerNorm.gamma", "bert.encoder.layer.9.output.LayerNorm.beta", "bert.encoder.layer.10.attention.self.query.weight", "bert.encoder.layer.10.attention.self.query.bias", "bert.encoder.layer.10.attention.self.key.weight", "bert.encoder.layer.10.attention.self.key.bias", "bert.encoder.layer.10.attention.self.value.weight", "bert.encoder.layer.10.attention.self.value.bias", "bert.encoder.layer.10.attention.output.dense.weight", "bert.encoder.layer.10.attention.output.dense.bias", "bert.encoder.layer.10.attention.output.LayerNorm.gamma", "bert.encoder.layer.10.attention.output.LayerNorm.beta", "bert.encoder.layer.10.intermediate.dense.weight", "bert.encoder.layer.10.intermediate.dense.bias", "bert.encoder.layer.10.output.dense.weight", "bert.encoder.layer.10.output.dense.bias", "bert.encoder.layer.10.output.LayerNorm.gamma", "bert.encoder.layer.10.output.LayerNorm.beta", "bert.encoder.layer.11.attention.self.query.weight", "bert.encoder.layer.11.attention.self.query.bias", "bert.encoder.layer.11.attention.self.key.weight", "bert.encoder.layer.11.attention.self.key.bias", "bert.encoder.layer.11.attention.self.value.weight", "bert.encoder.layer.11.attention.self.value.bias", "bert.encoder.layer.11.attention.output.dense.weight", "bert.encoder.layer.11.attention.output.dense.bias", "bert.encoder.layer.11.attention.output.LayerNorm.gamma", "bert.encoder.layer.11.attention.output.LayerNorm.beta", "bert.encoder.layer.11.intermediate.dense.weight", "bert.encoder.layer.11.intermediate.dense.bias", "bert.encoder.layer.11.output.dense.weight", "bert.encoder.layer.11.output.dense.bias", "bert.encoder.layer.11.output.LayerNorm.gamma", "bert.encoder.layer.11.output.LayerNorm.beta", "bert.pooler.dense.weight", "bert.pooler.dense.bias", "cls.predictions.bias", "cls.predictions.transform.dense.weight", "cls.predictions.transform.dense.bias", "cls.predictions.transform.LayerNorm.gamma", "cls.predictions.transform.LayerNorm.beta", "cls.predictions.decoder.weight", "cls.seq_relationship.weight", "cls.seq_relationship.bias".
望解答。