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Model Tests

Model Tests #215

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Model Tests

Model Tests #215

Workflow file for this run

.github/workflows/model_tests.yaml at 1bcb2bf
name: Model Tests
# Run models in `examples` folder
on:
# Run when any example is changed
pull_request:
paths:
- '.github/workflows/model_tests.yaml'
- 'examples/**'
# Nightly run against pytorch nightly build
schedule:
- cron: "30 11 * * *" # Everyday 11:30 am UTC, i.e. 4:30 am PST
concurrency:
# Cancel CI on previous commit when a new commit is pushed to the same branch
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
cancel-in-progress: true
defaults:
run:
shell: bash -l -eo pipefail {0}
jobs:
model_tests_4gpu:
runs-on: linux.g5.12xlarge.nvidia.gpu
strategy:
matrix:
python-version: ['3.10']
steps:
- name: Check out repo
uses: actions/checkout@v3
- name: Setup conda env
uses: conda-incubator/setup-miniconda@v2
with:
auto-update-conda: true
miniconda-version: "latest"
activate-environment: test
python-version: ${{ matrix.python-version }}
- name: Activate conda env
run: conda activate test
- name: Install dependencies
run: |
pip install --pre torch --index-url https://download.pytorch.org/whl/nightly/cu121
- name: Install Transformers for getting models
run: pip install transformers
# - name: Install Diffusers for getting models
# run: pip install diffusers
- name: Run GPT2
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_gpt2.py
- name: Run BERT
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_bert.py
- name: Run blenderbot
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_blenderbot.py
- name: Run camemBert
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_camemBert.py
- name: Run convBert
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_convBert.py
- name: Run deberta
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_deberta.py
# - name: Run debertaV2
# run: torchrun --nproc-per-node 4 examples/huggingface/pippy_debertaV2.py
- name: Run distilBert
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_distilBert.py
- name: Run electra
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_electra.py
- name: Run fnet
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_fnet.py
- name: Run gptNeo
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_gptNeo.py
- name: Run layoutLM
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_layoutLM.py
- name: Run mbart
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_mbart.py
- name: Run megatronBert
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_megatronBert.py
- name: Run mobileBert
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_mobileBert.py
# - name: Run opt
# run: torchrun --nproc-per-node 2 examples/huggingface/pippy_opt.py
# - name: Run trOCR
# run: torchrun --nproc-per-node 4 examples/huggingface/pippy_trOCR.py
# - name: Run unet
# run: torchrun --nproc-per-node 2 examples/huggingface/pippy_unet.py
- name: Run xlnet
run: torchrun --nproc-per-node 4 examples/huggingface/pippy_xlnet.py
- name: Test CPU init + GPU run
run: torchrun --nproc-per-node 4 examples/cpu_init/gpt2_cpu_init.py