Ubuntu+macos14 #3
Workflow file for this run
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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 |