-
Notifications
You must be signed in to change notification settings - Fork 244
166 lines (159 loc) · 10.6 KB
/
UnitTests.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
# Copyright 2023 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
name: Unit Test
on:
pull_request:
push:
branches: [ "main" ]
workflow_dispatch:
schedule:
# Run the job every 2 hours
- cron: '0 */2 * * *'
jobs:
cpu:
name: "CPU test"
runs-on: ${{ matrix.os }}
strategy:
matrix:
os: [ubuntu-20.04]
python-version: ['3.10']
steps:
- uses: actions/checkout@v3
- name: setup python
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Install Dependencies
run: |
pip install pytype==2024.2.27
pip install pylint
- name: Typecheck the code with pytype
run: |
pytype --jobs auto --disable import-error MaxText/
- name: Analysing the code with pylint
run: |
pylint MaxText/
# IF YOU MODIFY THIS, YOU SHOULD ALSO ADD CORRESPONDING MODICATIONS TO 'gpu' job
tpu:
strategy:
fail-fast: false
matrix:
device-type: ["v4-8"]
name: "TPU test (${{ matrix.device-type }})"
runs-on: ["self-hosted", "tpu", "${{ matrix.device-type }}"]
steps:
- uses: actions/checkout@v3
- name: Cleanup old docker images
run: |
docker system prune --all --force
- name: Install dependencies
run: |
bash docker_build_dependency_image.sh
- name: Test gsutil installation
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \
'which gsutil >/dev/null 2>&1 || { echo >&2 "gsutil is required but not installed. Aborting"; exit 24;}'
- name: Test with pytest
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c 'cd MaxText;python3 -m pytest'
- name: Test train.py with c4
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \
'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} base_output_directory=gs:https://runner-maxtext-logs dataset_path=gs:https://maxtext-dataset steps=2 enable_checkpointing=false'
- name: Test train.py with synthetic data
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \
'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} base_output_directory=gs:https://runner-maxtext-logs dataset_path=gs:https://maxtext-dataset steps=2 enable_checkpointing=false dataset_type=synthetic'
- name: Test train.py with per_device_batch_size < 1
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \
'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} base_output_directory=gs:https://runner-maxtext-logs dataset_path=gs:https://maxtext-dataset steps=2 per_device_batch_size=0.25 ici_tensor_parallelism=4 enable_checkpointing=false'
- name: Test decode.py
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \
'python3 MaxText/decode.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} base_output_directory=gs:https://runner-maxtext-logs dataset_path=gs:https://maxtext-dataset steps=2 ici_tensor_parallelism=4 attention=dot_product enable_checkpointing=false max_target_length=128 per_device_batch_size=1'
- name: Test decode.py with per_device_batch_size < 1
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \
'python3 MaxText/decode.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} base_output_directory=gs:https://runner-maxtext-logs dataset_path=gs:https://maxtext-dataset steps=2 ici_tensor_parallelism=4 attention=dot_product enable_checkpointing=false max_target_length=128 per_device_batch_size=.25'
- name: Test int8_training
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \
'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} base_output_directory=gs:https://runner-maxtext-logs dataset_path=gs:https://maxtext-dataset quantization=int8 steps=2 enable_checkpointing=false'
- name: Test generate_param_only_checkpoint
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \
'bash end_to_end/test_generate_param_only_checkpoint.sh -r runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} -o gs:https://runner-maxtext-logs -d gs:https://maxtext-dataset -i 4'
- name: Test grain checkpoint determinism
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \
'bash end_to_end/test_checkpointing.sh runner gs:https://runner-maxtext-logs gs:https://maxtext-dataset False c4-array_record'
- name: Test checkpoint compatibility
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \
'bash end_to_end/test_checkpoint_compatibility.sh runner gs:https://runner-maxtext-logs gs:https://maxtext-dataset'
- name: Validate Pedagogical Example, Shmap_collective_matmul
run: |
docker run -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged maxtext_base_image bash -c \
'python3 pedagogical_examples/shmap_collective_matmul.py'
# IF YOU MODIFY THIS, YOU SHOULD ALSO ADD CORRESPONDING MODICATIONS TO 'tpu' job
gpu:
strategy:
fail-fast: false
matrix:
device-type: ["a100-40gb-4"]
build-mode: ["stable", "pinned"]
name: "GPU test (${{ matrix.device-type }}, ${{ matrix.build-mode }})"
runs-on: ["self-hosted", "gpu", "${{ matrix.device-type }}"]
env:
LOCAL_IMAGE_NAME: "maxtext_base_image_${{ matrix.build-mode }}_${{ github.sha }}"
steps:
- uses: actions/checkout@v3
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
- name: Cleanup old docker images
run: |
docker system prune --all --force
- name: Install dependencies
run: |
bash docker_build_dependency_image.sh DEVICE=gpu MODE=${{ matrix.build-mode }}
- name: Test gsutil installation
run: |
docker run --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged "$LOCAL_IMAGE_NAME" bash -c \
'which gsutil >/dev/null 2>&1 || { echo >&2 "gsutil is required but not installed. Aborting"; exit 24;}'
- name: Test with pytest
run: |
docker run -e XLA_PYTHON_CLIENT_MEM_FRACTION=0.65 -e TF_FORCE_GPU_ALLOW_GROWTH=true --shm-size=2g --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged "$LOCAL_IMAGE_NAME" bash -c 'cd MaxText;python3 -m pytest -m "not tpu"'
- name: Test train.py
run: |
docker run -e XLA_PYTHON_CLIENT_MEM_FRACTION=0.65 -e TF_FORCE_GPU_ALLOW_GROWTH=true --shm-size=2g --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged "$LOCAL_IMAGE_NAME" bash -c \
'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} base_output_directory=gs:https://runner-maxtext-logs dataset_path=gs:https://maxtext-dataset steps=2 enable_checkpointing=false attention=dot_product'
- name: Test train.py with per_device_batch_size < 1
run: |
docker run -e XLA_PYTHON_CLIENT_MEM_FRACTION=0.65 -e TF_FORCE_GPU_ALLOW_GROWTH=true --shm-size=2g --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged "$LOCAL_IMAGE_NAME" bash -c \
'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} base_output_directory=gs:https://runner-maxtext-logs dataset_path=gs:https://maxtext-dataset steps=2 per_device_batch_size=0.25 ici_tensor_parallelism=4 enable_checkpointing=false attention=dot_product'
- name: Test int8_training
run: |
docker run -e XLA_PYTHON_CLIENT_MEM_FRACTION=0.65 -e TF_FORCE_GPU_ALLOW_GROWTH=true --shm-size=2g --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged "$LOCAL_IMAGE_NAME" bash -c \
'python3 MaxText/train.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} base_output_directory=gs:https://runner-maxtext-logs dataset_path=gs:https://maxtext-dataset quantization=int8 steps=2 enable_checkpointing=false attention=dot_product'
- name: Test decode.py
run: |
docker run -e XLA_PYTHON_CLIENT_MEM_FRACTION=0.65 -e TF_FORCE_GPU_ALLOW_GROWTH=true --shm-size=2g --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged "$LOCAL_IMAGE_NAME" bash -c \
'python3 MaxText/decode.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} base_output_directory=gs:https://runner-maxtext-logs dataset_path=gs:https://maxtext-dataset steps=2 ici_tensor_parallelism=4 attention=dot_product enable_checkpointing=false max_target_length=128 per_device_batch_size=1'
- name: Test decode.py with per_device_batch_size < 1
run: |
docker run -e XLA_PYTHON_CLIENT_MEM_FRACTION=0.65 -e TF_FORCE_GPU_ALLOW_GROWTH=true --shm-size=2g --runtime=nvidia --gpus all -v /home/runner/actions-runner/_work/maxtext/maxtext:/app --rm --privileged "$LOCAL_IMAGE_NAME" bash -c \
'python3 MaxText/decode.py MaxText/configs/base.yml run_name=runner_$(date +%Y-%m-%d-%H-%M)-${RANDOM} base_output_directory=gs:https://runner-maxtext-logs dataset_path=gs:https://maxtext-dataset steps=2 ici_tensor_parallelism=4 attention=dot_product enable_checkpointing=false max_target_length=128 per_device_batch_size=.25'