title: Convert between NHWC and NCHW in TensorFlow
body: <p>What is the best way to convert a tensor from NHWC format to NCHW format, and vice versa?</p>
  
  <p>Is there an op specifically that does this, or will I need to use some combination of the split/concat type operations?</p>