Push docs and doxygen updates into gh-pages branch

BuildONNX.md

@@ -6,32 +6,40 @@ Backend tests are triggered by `make check-onnx-backend` in the build directory
 
 You will need to install python 3.x if its not default in your environment, and possibly set the cmake `PYTHON_EXECUTABLE` variable in your top cmake file.
 
-You will also need `pybind11` which may need to be installed (mac: `brew install pybind11` or linux: `apt -y install python3-pybind11` for example) and you may need to indicate where to find the software (Mac, POWER, possibly other platforms: `export pybind11_DIR=<your path to pybind>`). Then install the `third_party/onnx` software (Mac: `pip install -e third_party/onnx`) typed in the top directory.
+You will also need `pybind11` which may need to be installed (mac: `brew install pybind11` or linux: `apt -y install python3-pybind11` for example) and you may need to indicate where to find the software (Mac, POWER, possibly other platforms: `export pybind11_DIR=<your path to pybind>`). Then install the `third_party/onnx` software (Mac: `pip install third_party/onnx`) typed in the top directory.
 
  ## Upgrading ONNX in ONNX-MLIR
- 
+
 Here are the steps taken to upgrade the ONNX version:
 
 1.	Create your own branch
 
-2.	cd into `third_party/onnx` and checkout the commit for the latest version of onnx (You can find the latest commit here: https://github.com/onnx/onnx/releases)
+2.	"cd" into `third_party/onnx` and checkout the commit for the latest version of onnx (You can find the latest commit here: https://github.com/onnx/onnx/releases)
 
-3.	pip uninstall onnx (remove older version)
+3.	"pip uninstall onnx" (remove older version)
 
-4.	In `onnx-mlir/` directory, pip install —user third_party/onnx (install onnx from the commit and not online version)
+4.	In `onnx-mlir/` directory, "pip install third_party/onnx" (install onnx from the commit and not online version)
 
 5.	Update `utils/gen_onnx_mlir.py` file with the correct version number
 
 6.	Build onnx in the `build/` directory using: set CMAKE_ARGS=-DONNX_USE_LITE_PROTO=ON
 
-7.	Run in the `build/` directory : make OMONNXOpsIncTranslation
+7.	Run in the `build/` directory : "make OMONNXOpsIncTranslation" 
 
-8.	Run in `build/` directory : make onnx-mlir-docs
+8.	Run in `build/` directory : "make onnx-mlir-docs"
 
+9.	Run in `build/` directory : "make check-onnx-backend-case"
 
-**Note: Please use `git add <filename>` for files that might have been changed before doing a PR.** 
+10.	Update the [new backend tests](https://github.com/onnx/onnx-mlir/blob/main/test/backend/all_test_names.txt) based on the results from `step 9`
+
+11.	Update the [Opset documentation for cpu](https://github.com/onnx/onnx-mlir/blob/main/test/backend/inference_backend.py) and then issue the following command in the `build/` directory: "make onnx_mlir_supported_ops_cpu"
 
-**Tip: Check that we have the right version of `third_party/onnx` committed by looking in the PR and clicking on the files that are changed. You should be redirected to the appropriate onnx commit hash.** 
+12.	Update the [Opset documentation for NNPA](https://github.com/onnx/onnx-mlir/blob/main/test/backend/inference_backend.py) and then issue the following command in the `build/` directory: "make onnx_mlir_supported_ops_NNPA"
+
+13.	Ensure the lit tests and backend tests pass successfully and then you are done!
+
+
+**Note: Please use `git add <filename>` for files that might have been changed before doing a PR.** 
 
 ## Known issues