I always see this warning whenever I run the tensorflow.

2017-11-15 13:29:14.393804: I tensorflow/core/platform/cpu_feature_guard.cc:137] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA

So, I've decided to re-install tensorflow from source …

When we deal with the size of the images in Tensorflow, tf.image.resize_images API will get the job done. Please check the official documents for this API here. In the official documents, we know that tf.image.resize_images has the form of

def resize_images(
    images,
    size,
    method=ResizeMethod.BILINEAR …