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aksnzhy / xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
https://xlearn-doc.readthedocs.io/en/latest/index.html
Apache License 2.0
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训练过程异常中断 #269

Closed Aseeions closed 5 years ago

Aseeions commented 5 years ago

运行了一下Scikit-learn API的简例： ` iris_data = load_iris() X = iris_data['data'] y = (iris_data['target'] == 2)

X_train, \ X_val, \ y_train, \ y_val = train_test_split(X, y, test_size=0.3, random_state=0)

linear_model = xl.LRModel(task='binary', init=0.1, epoch=10, lr=0.1, reg_lambda=1.0, opt='sgd')

linear_model.fit(X_train, y_train,eval_set=[X_val, y_val],is_lock_free=False)

y_pred = linear_model.predict(X_val) ` 每次运行到fit的时候就会中断，是怎么回事？ jupyter notebook会提示服务器中断，即将重启； pycharm不报错，直接正常结束，但是fit后边的代码都没有执行(如下)；

_... [ ACTION ] Early-stopping at epoch 8, best AUC: 0.994652 [ ACTION ] Start to save model ...

Process finished with exit code -1073740791 (0xC0000409)_

aksnzhy commented 5 years ago

@etveritas Could you please look at this issue?

etveritas commented 5 years ago

@aksnzhy okay, I'll check soon.

etveritas commented 5 years ago

@PrimaryKey Hi, could you provide your xLearn version and OS version?

Aseeions commented 5 years ago

@PrimaryKey Hi, could you provide your xLearn version and OS version?

python 3.6.8 (in anaconda3) xlearn 0.44 windows 10