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SMP 2020年微博情感分类评测任务 第六名解决方案

Python 93.97% Shell 6.03%
nlp smp

smp2020---weibo-sentiment-classification's Issues

Exception has occurred: TypeError

错误信息：

an integer is required (got type NoneType)
  File "/home/fsnip/SMP2020---Weibo-sentiment-classification/baseline/utils.py", line 85, in collate_batch
    batch[k] = torch.tensor([getattr(f, k) for f in features], dtype=torch.long)
  File "/home/fsnip/SMP2020---Weibo-sentiment-classification/baseline/train_and_eval.py", line 83, in trains
    for step, batch in enumerate(train_dataloader):
  File "/home/fsnip/SMP2020---Weibo-sentiment-classification/baseline/roberta_k_fold.py", line 335, in main
    trains(args, train_dataset, dev_dataset, model, str(fold_num))
  File "/home/fsnip/SMP2020---Weibo-sentiment-classification/baseline/roberta_k_fold.py", line 353, in <module>
    main()

我运行时的配置：

python roberta_k_fold.py \
	--pre_train_path roberta_large \
	--model_name BertBase \
	--output_dir usual_k_fold_model/roberta_large \
	--data_dir k_fold/usual \
	--max_seq_length 140 \
	--train_batch_size 8 \
	--gradient_accumulation_steps 8 \
	--num_train_epochs 20 \
	--learning_rate 1e-5 \
	--warmup_rate 0.3 \
	--weight_decay 0.02 \
	--attack fgm \
	--log_dir roberta_large.log \
	--k_fold 5 \
	--do_train

请问这个错误是什么原因造成的？

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