keras示例不起作用 [英] keras examples doesn't work

问题描述

我正在尝试研究Keras库，并且尝试从 https://github.com/fchollet/keras/tree/master/examples

I am trying to study Keras library and I tried to run this example from https://github.com/fchollet/keras/tree/master/examples

'''Trains a simple deep NN on the MNIST dataset.
Gets to 98.40% test accuracy after 20 epochs
(there is *a lot* of margin for parameter tuning).
2 seconds per epoch on a K520 GPU.
'''

from __future__ import print_function
import numpy as np
np.random.seed(1337)  # for reproducibility

from keras.datasets import mnist
from keras.models import Sequential
from keras.layers.core import Dense, Dropout, Activation
from keras.optimizers import SGD, Adam, RMSprop
from keras.utils import np_utils


batch_size = 128
nb_classes = 10
nb_epoch = 20

# the data, shuffled and split between train and test sets
(X_train, y_train), (X_test, y_test) = mnist.load_data()

X_train = X_train.reshape(60000, 784)
X_test = X_test.reshape(10000, 784)
X_train = X_train.astype('float32')
X_test = X_test.astype('float32')
X_train /= 255
X_test /= 255
print(X_train.shape[0], 'train samples')
print(X_test.shape[0], 'test samples')

# convert class vectors to binary class matrices
Y_train = np_utils.to_categorical(y_train, nb_classes)
Y_test = np_utils.to_categorical(y_test, nb_classes)

model = Sequential()
model.add(Dense(512, input_shape=(784,)))
model.add(Activation('relu'))
model.add(Dropout(0.2))
model.add(Dense(512))
model.add(Activation('relu'))
model.add(Dropout(0.2))
model.add(Dense(10))
model.add(Activation('softmax'))

model.summary()

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

history = model.fit(X_train, Y_train,
                    batch_size=batch_size, nb_epoch=nb_epoch,
                    verbose=1, validation_data=(X_test, Y_test))
score = model.evaluate(X_test, Y_test, verbose=0)
print('Test score:', score[0])
print('Test accuracy:', score[1])

然后我得到了这个错误 https://docs.google.com/document/d /1bo24LXbfK-NzqOBmblqM5KL91P3L3FMD1Wzq-Z5VMq0/edit?usp = sharing

and than I got this error https://docs.google.com/document/d/1bo24LXbfK-NzqOBmblqM5KL91P3L3FMD1Wzq-Z5VMq0/edit?usp=sharing

我正在使用最新版本的amd gpu，python 3.5和keras运行Windows 10 64bit

I'm running windows 10 64bit with amd gpu, python 3.5 and keras in the latest version

推荐答案

不幸的是，Keras和Theano在Windows上的Python 3上不能很好地工作.您遇到的问题与以下事实有关:您必须将libpython库添加到C ++ Windows编译器，并将其与Python安装连接，而在安装Python 3.5的情况下，这可能会非常困难.我建议您将其安装在Python 2上.在这里，您有确切的操作说明:

Unfortunately, Keras and Theano don't work well with Python 3 on Windows. The problem you have is connected with the fact that you have to add libpython libraries to your C++ Windows Compiler and connect it with your Python installation which could be quite harsh when you have Python 3.5 installed. I would rather advice you to install it on Python 2. Here you have an exact instruction how to do it :

如何进行在Windows的Anaconda Python中安装Keras和Theano吗?

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