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Ubuntu+macos14

Ubuntu+macos14 #3

name: Compile main
on:
push:
branches:
- main
pull_request:
workflow_dispatch:
jobs:
run-tinystories:
runs-on: ubuntu-20.04
# runs-on: self-hosted
steps:
- name: Checkout repo
uses: actions/checkout@v2
- name: Setup Python
uses: actions/setup-python@v2
with:
python-version: "3.10"
- name: Print machine info
run: |
uname -a
- name: Install requirements
run: |
pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cpu
pip install -r requirements.txt
- name: Download checkpoints
run: |
mkdir -p checkpoints/stories15M
pushd checkpoints/stories15M
wget https://huggingface.co/karpathy/tinyllamas/resolve/main/stories15M.pt
wget https://github.com/karpathy/llama2.c/raw/master/tokenizer.model
popd
- name: Run inference
run: |
export MODEL_PATH=checkpoints/stories15M/stories15M.pt
export MODEL_REPO=stories15M
python generate.py --checkpoint_path ${MODEL_PATH} --temperature 0 --device cpu | tee output_eager
python generate.py --compile --checkpoint_path ${MODEL_PATH} --temperature 0 --device cpu | tee output_compiled
python aoti_export.py --checkpoint_path ${MODEL_PATH} --output_path ./${MODEL_REPO}.so
python generate.py --checkpoint_path ${MODEL_PATH} --temperature 0 --dso ./${MODEL_REPO}.so | tee output_aoti
# echo "******************************************"
# echo "********* EAGER vs TORCH.COMPILE *********"
# echo "******************************************"
# diff output_eager output_compiled
# echo "******************************************"
# echo "********* EAGER vs AOT INDUCTOR *********"
# echo "******************************************"
# diff output_eager output_aoti