Description: Format all python files under onnxruntime with black and isort.
After checking in, we can use .git-blame-ignore-revs to ignore the formatting PR in git blame.
#11315, #11316
* Add micro-benchmarks for Attention and SkipLayerNormalization ops.
* Add choices for argument provider and precision.
* Automatically select CUDA or ROCM execution provider.
* Add micro-benchmark for FastGelu
* Delete the bert-base case, as it is very similar to the bert-large one.
* Add argument parsing and more user-friendly provider type assertion.
* Add microbench to benchmark single operators.
* Move to tool directory; seperate data genration from io binding.
* Refector.
* Clean up.
* Use precision instead for extensibility.
* Refactor the create_io_binding function to take in torch tensors
instead of numpy arrays; this reflects more accurately what
the function does, because it is torch tensors that got bound.
