我想预测一篇文章中每个句子的得分。我写了这个测试方法:
def test(sent):
# Predict for a given sentence
if sent != "":
input, seq_lengths, target = make_variables([sent], [])
output = classifier(input, seq_lengths)
pred = output.data.max(1, keepdim=True)[1]
score = pred.cpu().numpy()[0][0]
print("The sentence is:",sent, "The score is:", score)
return
print("evaluating trained model ...")
total_mse=0
for sents, scores in test_loader:
input, seq_lengths, target = make_variables(sents, scores)
output = classifier(input, seq_lengths)
pred = output.data.max(1, keepdim=True)[1]
error=mean_squared_error(pred,target.data.view_as(pred.float()))
total_mse +=error
print(" ********** Total MSE is **********",total_mse)
return
在主要方法的一部分中,我有:
# Testing
test("")
# Testing for a given sample _a sentence_
test("For instance, wolves prey on moose, which are too big for coyotes.")
但我收到了这个错误:
错误跟踪(最近调用的最后一个):文件
“/home/mahsa/anaconda3/envs/pytorch_env/lib/python3.5/unittest/case.py”,
第59行,在testpartexecutor中
yield file“/home/mahsa/anaconda3/envs/pytorch_env/lib/python3.5/unittest/case.py”,
线路601,运行中
testmethod()文件“/home/mahsa/anaconda3/envs/pytorch_env/lib/python3.5/site packages/nose/case.py”,
行198,运行测试中
self.test(*self.arg)异常:test()缺少1个必需的位置参数:“sent”
------------开始捕获日志记录<<------------gensim.models.doc2vec:debug:gensim.models.doc2vec的快速版本是
正在使用summa.preprocessing.cleaner:信息:“pattern”包不是
找到;标记筛选器不适用于英文gensim.utils:info:
从加载keyedVectors对象
/home/mahsa/pycharmprojects/pytorch_env_project/thesis/proj2/glove_已保存
gensim.utils:信息:从加载syn0
/home/mahsa/pycharmprojects/pytorch_env_project/thesis/proj2/glove_saved.syn0.npy
使用mmap=none gensim.utils:info:设置忽略的属性syn0norm
无gensim.utils:info:loaded
/home/mahsa/pycharmprojects/pytorch_env_project/thesis/proj2/glove_已保存
-----------------结束捕获日志记录--
e
============================================================错误:Mahsa_rnn_sent_classification.test
————————————————————————————————————————————————————————————————————————————————————————————————————————————————————————————————————
“/home/mahsa/anaconda3/envs/pytorch_env/lib/python3.5/site packages/nose/case.py”,
行198,运行测试中
self.test(*self.arg)类型错误:test()缺少1个必需的位置参数:“sent”
------------开始捕获日志记录<<------------gensim.models.doc2vec:debug:gensim.models.doc2vec的快速版本是
正在使用summa.preprocessing.cleaner:信息:“pattern”包不是
找到;标记筛选器不适用于英文gensim.utils:info:
从加载keyedVectors对象
/home/mahsa/pycharmprojects/pytorch_env_project/thesis/proj2/glove_已保存
gensim.utils:信息:从加载syn0
/home/mahsa/pycharmprojects/pytorch_env_project/thesis/proj2/glove_saved.syn0.npy
使用mmap=none gensim.utils:info:设置忽略的属性syn0norm
无gensim.utils:info:loaded
/home/mahsa/pycharmprojects/pytorch_env_project/thesis/proj2/glove_已保存
-----------------结束捕获日志记录--
————————————————————————————————————————————————0.004s运行1次测试
失败(错误=1)
我认为test()的参数为“sent”。如何更正此错误?
