openvino/.github/workflows/job_jax_models_tests.yml at edf89e2dc1f8bda34e2a3e8bc076024702d2b469 · akashchi/openvino · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
name: JAX/Flax Models tests

on:
  workflow_call:
    inputs:
      runner:
        description: 'Machine on which the tests would run'
        type: string
        required: true
      image:
        description: 'Docker image to use for the job'
        type: string
        required: false
        default: null
      model_scope:
        description: 'Scope of models for testing.'
        type: string
        required: true

permissions: read-all

env:
  HF_HUB_CACHE_LIN: /mount/caches/huggingface
  HF_HUB_CACHE_WIN: "C:\\mount\\caches\\huggingface"

jobs:
  JAX_Models_Tests:
    name: JAX/Flax Models tests
    timeout-minutes: ${{ inputs.model_scope == 'precommit' && 35 || 35 }}
    runs-on: ${{ inputs.runner }}
    container:
      image: ${{ inputs.image }}
      volumes:
        - /mount:/mount
        - ${{ github.workspace }}:${{ github.workspace }} # Needed as ${{ github.workspace }} is not working correctly when using Docker
      options: "-e HF_TOKEN"
    defaults:
      run:
        shell: bash
    env:
      DEBIAN_FRONTEND: noninteractive # to prevent apt-get from waiting user input
      OPENVINO_REPO: ${{ github.workspace }}/openvino
      INSTALL_DIR: ${{ github.workspace }}/install
      INSTALL_TEST_DIR: ${{ github.workspace }}/install/tests
      MODEL_HUB_TESTS_INSTALL_DIR: ${{ github.workspace }}/install/tests/model_hub_tests
      USE_SYSTEM_CACHE: False # Using remote HuggingFace cache
      HF_HUB_VERBOSITY: debug
      TRANSFORMERS_VERBOSITY: debug
    steps:
      # checkout action cleans up the workspace and have to be the first step
      - name: Fetch custom actions
        uses: ababushk/checkout@dd591a6a2ac25618db4eda86e7e0d938f88cf01b # cherry_pick_retries
        timeout-minutes: 15
        with:
          sparse-checkout: |
            .github/actions
          sparse-checkout-cone-mode: false
          submodules: 'false'

      - name: Download OpenVINO artifacts (wheels)
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: openvino_wheels
          path: ${{ env.INSTALL_DIR }}

      - name: Download OpenVINO artifacts (tests)
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: openvino_tests
          path: ${{ env.INSTALL_DIR }}

      - name: Download OpenVINO artifacts (tokenizers_wheel)
        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
          name: openvino_tokenizers_wheel
          path: ${{ env.INSTALL_DIR }}

      - name: Setup Variables
        run: |
          echo "HF_HUB_CACHE=${{ runner.os == 'Linux' && env.HF_HUB_CACHE_LIN || env.HF_HUB_CACHE_WIN }}" >> "$GITHUB_ENV"
          echo "HUGGINGFACE_HUB_CACHE=${{ runner.os == 'Linux' && env.HF_HUB_CACHE_LIN || env.HF_HUB_CACHE_WIN }}" >> "$GITHUB_ENV"

      - name: Extract OpenVINO packages and tests
        run: pigz -dc openvino_tests.tar.gz | tar -xf - -v
        working-directory: ${{ env.INSTALL_DIR }}

      - name: Setup Python 3.11
        uses: ./.github/actions/setup_python
        with:
          version: '3.11'
          should-setup-pip-paths: 'false'
          self-hosted-runner: ${{ contains(inputs.runner, 'aks') }}

      - name: Install OpenVINO Python wheels
        uses: ./.github/actions/install_ov_wheels
        with:
          wheels-dir-path: ${{ env.INSTALL_DIR }}
          wheels-to-install: 'openvino openvino_tokenizers'

      - name: Install prerequisites and JAX tests requirements for precommit
        run: |
          python3 -m pip install pytest-xdist[psutil]
          python3 -m pip install -r ${{ env.INSTALL_TEST_DIR }}/requirements_jax

      - name: JAX/Flax Models Tests from Hugging Face
        if: ${{ inputs.model_scope == 'precommit' || inputs.model_scope == 'nightly' }}
        run: |
          export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
          python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/jax/ -v -m ${TYPE} --html=${INSTALL_TEST_DIR}/TEST-jax_model_"${TYPE}"_tests.html --self-contained-html -v
        env:
          TYPE: ${{ inputs.model_scope == 'precommit' && 'precommit' || 'nightly' }}
          TEST_DEVICE: CPU

      - name: Upload Test Results
        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
        if: ${{ !cancelled() }}
        with:
          name: test-results-jax-models-${{ inputs.model_scope }}
          path: |
            ${{ env.INSTALL_TEST_DIR }}/TEST*.html
          if-no-files-found: 'error'