ci_gpu.yml

name: GPU Builds and Tests

on:
  create:
  workflow_dispatch:
  push:
    branches:
      - master
  pull_request:
    branches:
      - master

jobs:
  build-and-test-gpu:
    runs-on: ubicloud-gpu-standard-1-latest

    steps:
      - name: Checkout code
        uses: actions/checkout@v4

      - name: Install OpenMP
        run: sudo apt-get update && sudo apt-get install -y libomp-dev

      - name: Install dependencies
        run: pip install -r requirements.txt

      - name: Run preprocessing
        run: python dev/data/tinyshakespeare.py

      - name: Train model
        run: python train_gpt2.py

      - name: Compile training and testing program
        run: make test_gpt2cu train_gpt2cu test_gpt2fp32cu train_gpt2fp32cu

      - name: Train model (With OpenMP)
        run: OMP_NUM_THREADS=8 ./train_gpt2cu

      - name: Train model (FP32) with gpt2_124M.bin
        run: |
          PRECISION=FP32 make train_gpt2cu
          ./train_gpt2cu -b 4 -t 64 -l 1e-4 -v 200 -s 200 -a 1 -x 10 -e gpt2_124M.bin

      - name: Build FP32 precision
        run: PRECISION=FP32 make test_gpt2cu profile_gpt2cu

      - name: Run default
        run: ./test_gpt2cu

      - name: Run no recompute GeLU
        run: ./test_gpt2cu -r 0

      - name: Run recompute LN
        run: ./test_gpt2cu -r 2

      - name: Build BF16 precision
        run: PRECISION=BF16 make train_gpt2cu test_gpt2cu profile_gpt2cu

      - name: Run default
        run: ./test_gpt2cu

      - name: Run no recompute GeLU
        run: ./test_gpt2cu -r 0

      - name: Run no master weights
        run: ./test_gpt2cu -w 0

      - name: Run recompute LN
        run: ./test_gpt2cu -r 2

      - name: Train model fp32 (With OpenMP)
        run: OMP_NUM_THREADS=8 ./train_gpt2fp32cu

      - name: Execute testing program (With OpenMP)
        run: OMP_NUM_THREADS=8 ./test_gpt2cu

      - name: Execute testing program fp32 (With OpenMP)
        run: OMP_NUM_THREADS=8 ./test_gpt2fp32cu

      - name: Compile training and testing program without OpenMP
        run: NO_OMP=1 make test_gpt2cu train_gpt2cu test_gpt2fp32cu train_gpt2fp32cu

      - name: Train model (No OpenMP)
        run: NO_OMP=1 ./train_gpt2cu

      - name: Train model fp32 (No OpenMP)
        run: NO_OMP=1 ./train_gpt2fp32cu

      - name: Execute testing program (No OpenMP)
        run: ./test_gpt2cu -b 32

      - name: Execute testing program fp32 (No OpenMP)
        run: ./test_gpt2fp32cu

      - name: Install cuDNN-frontend
        run:
          git clone https://github.com/NVIDIA/cudnn-frontend.git

      - name: Build with cuDNN
        run: USE_CUDNN=1 make test_gpt2cu train_gpt2cu test_gpt2fp32cu train_gpt2fp32cu

      - name: Train model with cuDNN
        run: ./train_gpt2cu

      - name: Train model fp32 with cuDNN
        run: ./train_gpt2fp32cu

      - name: Execute testing program with cuDNN
        run: ./test_gpt2cu

      - name: Execute testing program fp32 with cuDNN
        run: ./test_gpt2fp32cu