ci: add benchmark test. #4

	name: Benchmark Test
	on:
	push:
	branches: [master]
	pull_request:
	branches: [master]
	concurrency:
	group: ${{ github.workflow }}-${{ github.ref }}-benchmark
	cancel-in-progress: true

	jobs:
	linux-benchmark-cuda:
	if: contains(github.event.pull_request.labels.*.name, 'benchmark')
	runs-on: [self-hosted, linux, gpu]

	strategy:
	fail-fast: false
	matrix:
	build: [cuda11]
	include:
	- build: cuda11
	image: nvidia/cuda:11.7.1-devel-ubuntu22.04
	# - build: cuda12
	# image: nvidia/cuda:12.1.1-runtime-ubuntu22.04

	container:
	image: ${{ matrix.image }}
	env:
	NODE_ENV: development
	ports:
	- 80
	volumes:
	- /llamasharp_ci:/llamasharp_ci
	options: --gpus=all --ipc=host

	steps:
	- uses: actions/checkout@v4
	- uses: actions/setup-dotnet@v4
	with:
	dotnet-version: \|
	8.0.x

	- name: DEBUG
	run: \|
	whoami
	nvidia-smi
	nvcc -V
	- name: Cache Packages
	uses: actions/cache@v4
	with:
	key: "benchmark_models"
	path: LLama.Benchmark/Models

	- name: Clear package cache
	run: dotnet clean LLamaSharp.sln && dotnet nuget locals all --clear
	- name: Restore packages
	run: dotnet restore LLamaSharp.sln
	- name: Build
	run: dotnet build LLamaSharp.sln -c release --no-restore
	- name: Run benchmark test
	run: dotnet run LLama.Benchmark -c release
	- name: Upload artifacts
	if: always()
	uses: actions/upload-artifact@v3
	with:
	path: logs/ # TODO: change it
	name: logs

Provide feedback