Question

你好，我想腌制我训练的模型，但是会发生此错误：TypeError：无法腌制_thread.RLock对象你能告诉我我做错了吗。这是我的代码：

model = Sequential()

model.add(Conv2D(32, kernel_size=(2,2), input_shape=(956, 244,1), padding='same', activation='relu'))
model.add(MaxPooling2D())

model.add(Conv2D(64, kernel_size=(2,2), padding='same', activation='relu'))
model.add(MaxPooling2D())

model.add(Conv2D(128, kernel_size=(2,2), padding='same', activation='relu'))
model.add(MaxPooling2D())

model.add(Conv2D(64, kernel_size=(2,2), padding='same', activation='relu'))
model.add(MaxPooling2D())

model.add(Conv2D(32, kernel_size=(2,2), padding='same', activation='relu'))
model.add(MaxPooling2D())

model.add(Flatten())

model.add(Dense(1024, activation='relu'))
model.add(Dense(11, activation='softmax'))

model.compile(optimizer='adam', loss='categorical_crossentropy', metrics=['accuracy'])

这是我的训练方式：

history = model.fit(X_train, y_train, epochs=20, validation_split=0.3)

这就是我尝试腌制它（显示错误）的方法：

#Pickle Model
with open("model_pickle","wb") as f:
    pickle.dump(model,f)

Out[]:
 ---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-23-ead702cd9e07> in <module>
      1 #Pickle Model
      2 with open("model_pickle","wb") as f:
----> 3     pickle.dump(model,f)

TypeError: can't pickle _thread.RLock objects

请帮助（T.T）

无法腌制我的模型。生成此错误：（TypeError：无法腌制_thread.RLock对象）

0 个答案: