add benchmark results for checkpoints in guide #46

	name: deploy-guide-dev

	# Only run this when the master branch changes
	on:
	push:
	branches:
	- main

	# This job installs dependencies, build the guide, and pushes it to `gh-pages`
	jobs:
	deploy-guide-dev:
	runs-on: ubuntu-latest
	steps:
	- uses: actions/checkout@v4
	with:
	fetch-depth: 0

	- name: Cache checkpoints and data
	uses: actions/cache@v4
	with:
	path: \|
	~/.cache
	data-cifar10
	key: ${{ runner.os }}-${{ hashFiles('setup.py') }}

	- uses: FedericoCarboni/setup-ffmpeg@v3
	id: setup-ffmpeg

	- name: Set up Python 3.10
	uses: actions/setup-python@v5
	with:
	python-version: '3.10'

	- name: Install PyTorch without CUDA
	run: pip install torch torchvision -i https://download.pytorch.org/whl/cpu

	- name: Install dependencies
	run: \|
	pip install .[dev,test]
	sudo apt install jq

	# make sure KernelSpec in all notebooks is python3
	- name: Normalize KernelSpec
	run: \|
	for fn in guide/*.ipynb; do
	jq '(.metadata.kernelspec.name,.metadata.kernelspec.display_name)="python3"' ${fn} > ${fn}_
	mv ${fn}_ ${fn}
	done

	- name: Build the artwork for guide
	run: cd guide && python artwork.py

	- name: Download data
	run: cd guide && python download_data.py

	- name: Build the guide
	run: cd guide && cp _config_dev.yml _config.yml && jupyter-book build -W --keep-going .

	# Push the book's HTML to gh-pages
	- name: GitHub Pages action
	uses: peaceiris/actions-gh-pages@v3
	with:
	github_token: ${{ secrets.GITHUB_TOKEN }}
	publish_dir: ./guide/_build/html
	destination_dir: dev
	# force_orphan: true # broken: needs peaceiris/actions-gh-pages@v4

Provide feedback