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Check Tiny Models

Check Tiny Models #78

name: Check Tiny Models
on:
push:
branches:
- check_tiny_models*
repository_dispatch:
schedule:
- cron: "0 2 * * *"
env:
TOKEN: ${{ secrets.TRANSFORMERS_HUB_BOT_HF_TOKEN }}
jobs:
check_tiny_models:
name: Check tiny models
runs-on: ubuntu-22.04
steps:
- name: Checkout transformers
uses: actions/checkout@v3
with:
fetch-depth: 2
- uses: actions/checkout@v3
- name: Set up Python 3.8
uses: actions/setup-python@v4
with:
# Semantic version range syntax or exact version of a Python version
python-version: '3.8'
# Optional - x64 or x86 architecture, defaults to x64
architecture: 'x64'
- name: Install
run: |
sudo apt-get -y update && sudo apt-get install -y libsndfile1-dev espeak-ng cmake
pip install --upgrade pip
python -m pip install -U .[sklearn,torch,testing,sentencepiece,torch-speech,vision,timm,video,tf-cpu]
pip install tensorflow_probability
python -m pip install -U natten
- name: Create all tiny models (locally)
run: |
python utils/create_dummy_models.py tiny_local_models --all --num_workers 2
- name: Local tiny model reports artifacts
if: ${{ always() }}
uses: actions/upload-artifact@v3
with:
name: tiny_local_model_creation_reports
path: tiny_local_models/reports
# GitHub-hosted runners have 2-core CPUs
- name: Run pipeline tests against all new (local) tiny models
run: |
OMP_NUM_THREADS=1 TRANSFORMERS_TINY_MODEL_PATH=tiny_local_models python -m pytest --max-worker-restart=0 -n 2 --dist=loadfile -s -rA --make-reports=tests_pipelines tests/models -m is_pipeline_test -k "test_pipeline_" | tee tests_output.txt
- name: Test suite reports artifacts
if: ${{ always() }}
uses: actions/upload-artifact@v3
with:
name: tiny_local_model_creation_reports
path: reports/tests_pipelines
- name: Create + Upload tiny models for new model architecture(s)
run: |
python utils/update_tiny_models.py --num_workers 2
- name: Full report
run: cat tiny_models/reports/tiny_model_creation_report.json
- name: Failure report
run: cat tiny_models/reports/simple_failed_report.txt
- name: Summary report
run: cat tiny_models/reports/tiny_model_summary.json
- name: New tiny model creation reports artifacts
if: ${{ always() }}
uses: actions/upload-artifact@v3
with:
name: tiny_model_creation_reports
path: tiny_models/reports