* add simplify option in pytorch2onnx.py and update relevant doc * update doc about pytorch2onnx * update code * update docs
* support dynamic shape export to onnx * update the code and reset the simple_test() of image.py * fix dynamic_axes name is not a valid input/output name
* add pytorch2onnx * add pytorch2onnx API