[feature][refactor] Optimum-Benchmark API #73

	name: ROCm OnnxRuntime Inference Tests

	on:
	workflow_dispatch:
	push:
	branches: [main]
	pull_request:
	types: [opened, reopened, synchronize]

	concurrency:
	group: ${{ github.workflow }}-${{ github.event.pull_request.number \|\| github.ref }}
	cancel-in-progress: true

	jobs:
	build_image_and_run_rocm_onnxruntime_inference_tests:
	runs-on: hf-amd-mi210-dev
	steps:
	- name: Checkout
	uses: actions/checkout@v3

	- name: Check if image exists
	id: check_image
	run: \|
	if [[ "$(docker images -q opt-bench-rocm-ort:5.7 2> /dev/null)" == "" ]]; then
	echo "::set-output name=exists::false"
	else
	echo "::set-output name=exists::true"
	fi

	- name: Build image if image does not exist
	if: steps.check_image.outputs.exists == 'false'
	run: docker build
	--file docker/rocm-ort.dockerfile
	--build-arg USER_ID=$(id -u)
	--build-arg GROUP_ID=$(id -g)
	--build-arg ROCM_VERSION=5.7
	--tag opt-bench-rocm-ort:5.7
	.

	- name: Run tests
	run: docker run
	--rm
	--net host
	--pid host
	--shm-size 64G
	--env USE_ROCM="1"
	--volume $(pwd):/workspace/optimum-benchmark
	--workdir /workspace/optimum-benchmark
	--device /dev/kfd
	--device /dev/dri/renderD128
	--device /dev/dri/renderD129
	--entrypoint /bin/bash
	opt-bench-rocm-ort:5.7
	-c "pip install -e .[testing,timm,diffusers] && pytest -k 'cli and rocm and onnxruntime and inference' -x"

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