-
Notifications
You must be signed in to change notification settings - Fork 582
270 lines (228 loc) · 8.74 KB
/
pr-test.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
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
name: PR Test
on:
push:
branches: [ main ]
paths:
- "python/sglang/**"
- "test/**"
pull_request:
branches: [ main ]
paths:
- "python/sglang/**"
- "test/**"
workflow_dispatch:
inputs:
version:
description: "FlashInfer version"
required: true
type: choice
default: 'release'
options:
- 'release'
- 'nightly'
concurrency:
group: pr-test-${{ github.ref }}
cancel-in-progress: true
jobs:
unit-test-frontend:
if: github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request'
runs-on: 1-gpu-runner
steps:
- name: Checkout code
uses: actions/checkout@v3
- name: Install dependencies
env:
FLASHINFER_REPO: ${{ inputs.version == 'nightly' && 'https://flashinfer.ai/whl/nightly/cu121/torch2.4/flashinfer' || 'https://flashinfer.ai/whl/cu121/torch2.4/flashinfer' }}
run: |
bash scripts/ci_install_dependency.sh
- name: Run test
timeout-minutes: 10
run: |
cd test/lang
python3 run_suite.py --suite minimal
unit-test-backend-1-gpu:
if: github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request'
runs-on: 1-gpu-runner
strategy:
matrix:
range: [0-6, 6-15, 15-23, 23-30, 30-100]
steps:
- name: Checkout code
uses: actions/checkout@v3
- name: Install dependencies
env:
FLASHINFER_REPO: ${{ inputs.version == 'nightly' && 'https://flashinfer.ai/whl/nightly/cu121/torch2.4/flashinfer' || 'https://flashinfer.ai/whl/cu121/torch2.4/flashinfer' }}
run: |
bash scripts/ci_install_dependency.sh
- name: Run test
timeout-minutes: 25
run: |
cd test/srt
RANGE=${{ matrix.range }}
range_begin=${RANGE%-*}
range_end=${RANGE#*-}
python3 run_suite.py --suite minimal --range-begin ${range_begin} --range-end ${range_end}
unit-test-backend-2-gpu:
if: github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request'
runs-on: 2-gpu-runner
steps:
- name: Checkout code
uses: actions/checkout@v3
- name: Install dependencies
env:
FLASHINFER_REPO: ${{ inputs.version == 'nightly' && 'https://flashinfer.ai/whl/nightly/cu121/torch2.4/flashinfer' || 'https://flashinfer.ai/whl/cu121/torch2.4/flashinfer' }}
run: |
bash scripts/ci_install_dependency.sh
- name: Evaluate data parallelism accuracy (DP=2)
timeout-minutes: 10
run: |
cd test/srt
python3 test_data_parallelism.py
- name: Evaluate MLA accuracy (TP=2)
timeout-minutes: 10
run: |
cd test/srt
python3 test_mla.py
python3 test_mla_fp8.py
python3 test_dp_attention.py
- name: Test update weights from distributed
timeout-minutes: 10
run: |
cd test/srt
python3 test_update_weights_from_distributed.py
- name: Evaluate MoE EP accuracy (TP=2)
timeout-minutes: 10
run: |
cd test/srt
python3 test_moe_ep.py
performance-test-1-gpu-part-1:
if: github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request'
runs-on: 1-gpu-runner
steps:
- name: Checkout code
uses: actions/checkout@v3
- name: Install dependencies
env:
FLASHINFER_REPO: ${{ inputs.version == 'nightly' && 'https://flashinfer.ai/whl/nightly/cu121/torch2.4/flashinfer' || 'https://flashinfer.ai/whl/cu121/torch2.4/flashinfer' }}
run: |
bash scripts/ci_install_dependency.sh
- name: Benchmark single latency
timeout-minutes: 10
run: |
cd test/srt
python3 -m unittest test_bench_one_batch.TestBenchOneBatch.test_default
- name: Benchmark online latency
timeout-minutes: 10
run: |
cd test/srt
python3 -m unittest test_bench_serving.TestBenchServing.test_online_latency_default
- name: Benchmark offline throughput
timeout-minutes: 10
run: |
cd test/srt
python3 -m unittest test_bench_serving.TestBenchServing.test_offline_throughput_default
- name: Benchmark offline throughput (Non-streaming, small batch size)
timeout-minutes: 10
run: |
cd test/srt
python3 -m unittest test_bench_serving.TestBenchServing.test_offline_throughput_non_stream_small_batch_size
performance-test-1-gpu-part-2:
if: github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request'
runs-on: 1-gpu-runner
steps:
- name: Checkout code
uses: actions/checkout@v3
- name: Install dependencies
env:
FLASHINFER_REPO: ${{ inputs.version == 'nightly' && 'https://flashinfer.ai/whl/nightly/cu121/torch2.4/flashinfer' || 'https://flashinfer.ai/whl/cu121/torch2.4/flashinfer' }}
run: |
bash scripts/ci_install_dependency.sh
- name: Benchmark offline throughput (w/o RadixAttention)
timeout-minutes: 10
run: |
cd test/srt
python3 -m unittest test_bench_serving.TestBenchServing.test_offline_throughput_without_radix_cache
- name: Benchmark offline throughput (w/ Triton)
timeout-minutes: 10
run: |
cd test/srt
python3 -m unittest test_bench_serving.TestBenchServing.test_offline_throughput_with_triton_attention_backend
- name: Benchmark offline throughput (w/ FP8)
timeout-minutes: 10
run: |
cd test/srt
python3 -m unittest test_bench_serving.TestBenchServing.test_offline_throughput_default_fp8
performance-test-2-gpu:
if: github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request'
runs-on: 2-gpu-runner
steps:
- name: Checkout code
uses: actions/checkout@v3
- name: Install dependencies
env:
FLASHINFER_REPO: ${{ inputs.version == 'nightly' && 'https://flashinfer.ai/whl/nightly/cu121/torch2.4/flashinfer' || 'https://flashinfer.ai/whl/cu121/torch2.4/flashinfer' }}
run: |
bash scripts/ci_install_dependency.sh
- name: Benchmark single latency (TP=2)
timeout-minutes: 10
run: |
cd test/srt
python3 -m unittest test_bench_one_batch.TestBenchOneBatch.test_moe_default
- name: Benchmark offline throughput (TP=2)
timeout-minutes: 10
run: |
cd test/srt
python3 -m unittest test_bench_serving.TestBenchServing.test_moe_offline_throughput_default
- name: Benchmark offline throughput (w/o RadixAttention) (TP=2)
timeout-minutes: 10
run: |
cd test/srt
python3 -m unittest test_bench_serving.TestBenchServing.test_moe_offline_throughput_without_radix_cache
accuracy-test-1-gpu:
if: github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request'
runs-on: 1-gpu-runner
steps:
- name: Checkout code
uses: actions/checkout@v3
- name: Install dependencies
env:
FLASHINFER_REPO: ${{ inputs.version == 'nightly' && 'https://flashinfer.ai/whl/nightly/cu121/torch2.4/flashinfer' || 'https://flashinfer.ai/whl/cu121/torch2.4/flashinfer' }}
run: |
bash scripts/ci_install_dependency.sh
git clone https://github.com/merrymercy/human-eval.git
cd human-eval
pip install -e .
- name: Evaluate accuracy
timeout-minutes: 20
run: |
cd test/srt
python3 test_eval_accuracy_large.py
accuracy-test-2-gpu:
if: github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request'
runs-on: 2-gpu-runner
steps:
- name: Checkout code
uses: actions/checkout@v3
- name: Install dependencies
env:
FLASHINFER_REPO: ${{ inputs.version == 'nightly' && 'https://flashinfer.ai/whl/nightly/cu121/torch2.4/flashinfer' || 'https://flashinfer.ai/whl/cu121/torch2.4/flashinfer' }}
run: |
bash scripts/ci_install_dependency.sh
git clone https://github.com/merrymercy/human-eval.git
cd human-eval
pip install -e .
- name: Evaluate accuracy (TP=2)
timeout-minutes: 20
run: |
cd test/srt
python3 test_moe_eval_accuracy_large.py
finish:
needs: [
unit-test-frontend, unit-test-backend-1-gpu, unit-test-backend-2-gpu,
performance-test-1-gpu-part-1, performance-test-1-gpu-part-2, performance-test-2-gpu,
accuracy-test-1-gpu, accuracy-test-2-gpu
]
runs-on: ubuntu-latest
steps:
- name: Finish
run: echo "This is an empty step to ensure that all jobs are completed."