forked from openvinotoolkit/openvino
-
Notifications
You must be signed in to change notification settings - Fork 1
198 lines (174 loc) · 8.42 KB
/
job_pytorch_models_tests.yml
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
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
name: PyTorch Models tests
on:
workflow_call:
inputs:
runner:
description: 'Machine on which the tests would run'
type: string
required: true
container:
description: 'JSON to be converted to the value of the "container" configuration for the job'
type: string
required: false
default: '{"image": null}'
model_scope:
description: 'Scope of models for testing.'
type: string
required: true
permissions: read-all
jobs:
PyTorch_Models_Tests:
name: PyTorch Models tests
timeout-minutes: ${{ inputs.model_scope == 'precommit' && 35 || 400 }}
runs-on: ${{ inputs.runner }}
container: ${{ fromJSON(inputs.container) }}
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
steps:
- name: Check sudo
if: ${{ runner.os == 'Linux' }}
run: if [ "$(id -u)" -eq 0 ]; then apt update && apt --assume-yes install sudo; fi
- name: Set apt retries
if: runner.os == 'Linux'
run: |
if [ "$(id -u)" -eq 0 ]; then
echo 'Acquire::Retries "10";' > /etc/apt/apt.conf.d/80-retries
else
sudo sh -c "echo 'Acquire::Retries \"10\";' >> /etc/apt/apt.conf.d/80-retries"
fi
- name: Download OpenVINO package
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
with:
name: openvino_package
path: ${{ env.INSTALL_DIR }}
- name: Download OpenVINO tokenizers extension
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
with:
name: openvino_tokenizers_wheel
path: ${{ env.INSTALL_DIR }}
- name: Download OpenVINO tests package
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
with:
name: openvino_tests
path: ${{ env.INSTALL_TEST_DIR }}
# Needed as ${{ github.workspace }} is not working correctly when using Docker
- name: Setup Variables
run: |
echo "OPENVINO_REPO=$GITHUB_WORKSPACE/openvino" >> "$GITHUB_ENV"
echo "INSTALL_DIR=$GITHUB_WORKSPACE/install" >> "$GITHUB_ENV"
echo "INSTALL_TEST_DIR=$GITHUB_WORKSPACE/install/tests" >> "$GITHUB_ENV"
echo "MODEL_HUB_TESTS_INSTALL_DIR=$GITHUB_WORKSPACE/install/tests/model_hub_tests" >> "$GITHUB_ENV"
- name: Extract OpenVINO packages
run: |
pushd ${INSTALL_DIR}
tar -xzf openvino_package.tar.gz -C ${INSTALL_DIR}
popd
pushd ${INSTALL_TEST_DIR}
tar -xzf openvino_tests.tar.gz -C ${INSTALL_DIR}
popd
- name: Fetch setup_python action
uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4.1.7
with:
sparse-checkout: |
.github/actions/setup_python/action.yml
sparse-checkout-cone-mode: false
path: 'openvino'
- name: Install dependencies
if: ${{ runner.os == 'Linux' }}
run: |
# install git (required to build pip deps from the sources)
# install 'g++' to build 'detectron2' and 'natten' wheels
sudo apt-get install --assume-yes --no-install-recommends g++ git ca-certificates
- name: Setup Python 3.11
uses: ./openvino/.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
run: |
# To enable pytest parallel features
python3 -m pip install pytest-xdist[psutil]
python3 -m pip install ${INSTALL_DIR}/tools/openvino-*
python3 -m pip install ${INSTALL_DIR}/openvino_tokenizers-*
- name: Install PyTorch tests requirements for precommit
if: ${{ inputs.model_scope == 'precommit' }}
run: |
python3 -m pip install -r ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/requirements.txt
env:
CPLUS_INCLUDE_PATH: ${{ env.Python_ROOT_DIR }}/include/python${{ env.PYTHON_VERSION }}
- name: Install PyTorch tests requirements for nightly
if: ${{ inputs.model_scope != 'precommit' }}
run: |
python3 -m pip install -r ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/requirements.txt
python3 -m pip install -r ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/requirements_secondary.txt
echo "Available storage:"
df -h
env:
CPLUS_INCLUDE_PATH: ${{ env.Python_ROOT_DIR }}/include/python${{ env.PYTHON_VERSION }}
- name: PyTorch Models Tests Timm and Torchvision
if: ${{ inputs.model_scope == 'precommit' || inputs.model_scope == 'nightly_scope1' }}
run: |
export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/ -m ${TYPE} --html=${INSTALL_TEST_DIR}/TEST-torch_model_timm_tv_${{ inputs.model_scope }}_tests.html --self-contained-html -v -n 2 -k "TestTimmConvertModel or TestTorchHubConvertModel or TestEdsrConvertModel"
env:
TYPE: ${{ inputs.model_scope == 'precommit' && 'precommit' || 'nightly' }}
TEST_DEVICE: CPU
OP_REPORT_FILE: ${{ env.INSTALL_TEST_DIR }}/TEST-torch_unsupported_ops.log
- name: PyTorch Models Tests Not Timm or Torchvision
if: ${{ inputs.model_scope == 'precommit' || inputs.model_scope == 'nightly_scope2' }}
run: |
export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch -m ${TYPE} --html=${INSTALL_TEST_DIR}/TEST-torch_model_${{ inputs.model_scope }}_tests.html --self-contained-html -v -k "not (TestTimmConvertModel or TestTorchHubConvertModel or TestEdsrConvertModel)"
env:
TYPE: ${{ inputs.model_scope == 'precommit' && 'precommit' || 'nightly' }}
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False
OP_REPORT_FILE: ${{ env.INSTALL_TEST_DIR }}/TEST-torch_unsupported_ops.log
- name: PagedAttention Test
if: ${{ inputs.model_scope == 'precommit' }}
run: |
export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/transformation_tests/test_pa_transformation.py -m precommit --html=${INSTALL_TEST_DIR}/TEST-torch_pagedattention_tests.html --self-contained-html -v --tb=short -n 2
env:
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False
- name: RoPE Test
if: ${{ inputs.model_scope == 'precommit' }}
run: |
export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/transformation_tests/test_transformations.py -m precommit --html=${INSTALL_TEST_DIR}/TEST-torch_rope_tests.html --self-contained-html -v --tb=short -n 2
env:
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False
- name: StatefulToStateless Test
if: ${{ inputs.model_scope == 'precommit' }}
run: |
export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/transformation_tests/test_stateful_to_stateless_transformation.py -m precommit --html=${INSTALL_TEST_DIR}/TEST-torch_stateful_to_stateless_tests.html --self-contained-html -v --tb=short
env:
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False
- name: Reformat unsupported ops file
if: ${{ inputs.model_scope != 'precommit' && !cancelled()}}
run: |
python3 ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/scripts/process_op_report.py ${INSTALL_TEST_DIR}/TEST-torch_unsupported_ops.log
- name: Available storage after tests
run: |
echo "Available storage:"
df -h
- name: Upload Test Results
uses: actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874 # v4.4.0
if: ${{ !cancelled() }}
with:
name: test-results-torch-models-${{ inputs.model_scope }}
path: |
${{ env.INSTALL_TEST_DIR }}/TEST-torch*
if-no-files-found: 'error'