Paddle 文本分类训练demo出错:win10/cuda10.2/paddle2.0rc1:paddlehub/demo/text_classification/train.py 源代码无法使用,paddlepaddle报错

cdmah0mi  于 2021-12-07  发布在  Java
关注(0)|答案(3)|浏览(272)
  • 版本、环境信息:

   1)PaddleHub和PaddlePaddle版本:PaddlePaddle2.0.0rc1, paddlehub==2.0.0b
   2)CPU:i7 9750H
   3)GPU:GTX1650 CUDA10.2
   4)系统环境:Windows10,python3.7

  • 训练信息

   1)单机单卡
   2)显存信息:4G
   3)Operator信息

  • 复现信息:源代码:

import paddle
import paddlehub as hub

ifname== 'main':
model = hub.Module(name='ernie_tiny', version='2.0.0', task='sequence_classification')

train_dataset = hub.datasets.ChnSentiCorp(
    tokenizer=model.get_tokenizer(tokenize_chinese_chars=True), max_seq_len=128, mode='train')
dev_dataset = hub.datasets.ChnSentiCorp(
    tokenizer=model.get_tokenizer(tokenize_chinese_chars=True), max_seq_len=128, mode='dev')
test_dataset = hub.datasets.ChnSentiCorp(
    tokenizer=model.get_tokenizer(tokenize_chinese_chars=True), max_seq_len=128, mode='test')

optimizer = paddle.optimizer.AdamW(learning_rate=5e-5, parameters=model.parameters())
trainer = hub.Trainer(model, optimizer, checkpoint_dir='test_ernie_text_cls', use_gpu=True)

trainer.train(train_dataset, epochs=3, batch_size=32, eval_dataset=dev_dataset, save_interval=1)
trainer.evaluate(test_dataset, batch_size=32)
  • 问题描述:

Traceback (most recent call last):
File ".\测试.py", line 30, in
trainer.train(train_dataset, epochs=3, batch_size=32, eval_dataset=dev_dataset, save_interval=1)
File "D:\conda\envs\work_hub2\lib\site-packages\paddlehub\finetune\trainer.py", line 199, in train
loss, metrics = self.training_step(batch, batch_idx)
File "D:\conda\envs\work_hub2\lib\site-packages\paddlehub\finetune\trainer.py", line 336, in training_step
result = self.model.training_step(batch, batch_idx)
File "C:\Users\zkj.paddlehub\modules\ernie_tiny\module.py", line 122, in training_step
predictions, avg_loss, acc = self(input_ids=batch[0], token_type_ids=batch[1], labels=batch[2])
File "D:\conda\envs\work_hub2\lib\site-packages\paddle\fluid\dygraph\layers.py", line 884, incall
outputs = self.forward(inputs,kwargs)
File "C:\Users\zkj.paddlehub\modules\ernie_tiny\module.py", line 72, in forward
loss = self.criterion(logits, labels)
File "D:\conda\envs\work_hub2\lib\site-packages\paddle\fluid\dygraph\layers.py", line 884, in
call
*
outputs = self.forward(*inputs,**kwargs)
File "D:\conda\envs\work_hub2\lib\site-packages\paddle\nn\layer\loss.py", line 249, in forward
name=self.name)
File "D:\conda\envs\work_hub2\lib\site-packages\paddle\nn\functional\loss.py", line 1220, in cross_entropy
axis=axis)
File "D:\conda\envs\work_hub2\lib\site-packages\paddle\fluid\layers\loss.py", line 1264, in softmax_with_cross_entropy
axis)
ValueError: (InvalidArgument) Tensor holds the wrong type, it holds int, but desires to be int64_t.
[Hint: Expected valid == true, but received valid:0 != true:1.] (at D:\2.0.0rc1\paddle\paddle/fluid/framework/tensor_impl.h:33)
[Hint: If you need C++ stacktraces for debugging, please set FLAGS_call_stack_level=2.]
[operator < softmax_with_cross_entropy > error]

计算loss时因为数据格式报错,不知怎么处理

bxfogqkk

bxfogqkk1#

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s1ag04yj

s1ag04yj2#

ValueError: (InvalidArgument) Tensor holds the wrong type, it holds int, but desires to be int64_t.
[Hint: Expected valid == true, but received valid:0 != true:1.] (at D:\2.0.0rc1\paddle\paddle/fluid/framework/tensor_impl.h:33)
[Hint: If you need C++ stacktraces for debugging, please set FLAGS_call_stack_level=2.]
[operator < softmax_with_cross_entropy > error]

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