Skip to content

GitLab

Switch branch/tag
Find file Normal viewHistoryPermalink
distributed.yaml 10.2 KB
Newer Older
raojy's avatar
raw_vllm  
raojy committed
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 
group: Distributed
depends_on: 
  - image-build
steps:
- label: Distributed Comm Ops
  timeout_in_minutes: 20
  working_dir: "/vllm-workspace/tests"
  num_devices: 2
  source_file_dependencies:
  - vllm/distributed
  - tests/distributed
  commands:
  - pytest -v -s distributed/test_comm_ops.py
  - pytest -v -s distributed/test_shm_broadcast.py
  - pytest -v -s distributed/test_shm_buffer.py
  - pytest -v -s distributed/test_shm_storage.py

- label: Distributed (2 GPUs)
  timeout_in_minutes: 60
  working_dir: "/vllm-workspace/tests"
  num_devices: 2
  source_file_dependencies:
  - vllm/compilation/
  - vllm/distributed/
  - vllm/engine/
  - vllm/executor/
  - vllm/worker/worker_base.py
  - vllm/v1/engine/
  - vllm/v1/worker/
  - tests/compile/fullgraph/test_basic_correctness.py
  - tests/compile/test_wrapper.py
  - tests/distributed/
  - tests/entrypoints/llm/test_collective_rpc.py
  - tests/v1/distributed
  - tests/v1/entrypoints/openai/test_multi_api_servers.py
  - tests/v1/shutdown
  - tests/v1/worker/test_worker_memory_snapshot.py
  commands:
  # https://github.com/NVIDIA/nccl/issues/1838
  - export NCCL_CUMEM_HOST_ENABLE=0
  - TP_SIZE=1 DP_SIZE=2 pytest -v -s v1/distributed/test_async_llm_dp.py
  - TP_SIZE=1 DP_SIZE=2 pytest -v -s v1/distributed/test_eagle_dp.py
  - TP_SIZE=1 DP_SIZE=2 pytest -v -s v1/distributed/test_external_lb_dp.py
  - DP_SIZE=2 pytest -v -s v1/entrypoints/openai/test_multi_api_servers.py
  - pytest -v -s entrypoints/llm/test_collective_rpc.py
  - pytest -v -s ./compile/fullgraph/test_basic_correctness.py
  - pytest -v -s ./compile/test_wrapper.py
  - VLLM_TEST_SAME_HOST=1 torchrun --nproc-per-node=4 distributed/test_same_node.py | grep 'Same node test passed'
  - VLLM_TEST_SAME_HOST=1 VLLM_TEST_WITH_DEFAULT_DEVICE_SET=1 torchrun --nproc-per-node=4 distributed/test_same_node.py | grep 'Same node test passed'
  - CUDA_VISIBLE_DEVICES=0,1 pytest -v -s v1/shutdown
  - pytest -v -s v1/worker/test_worker_memory_snapshot.py

- label: Distributed Tests (4 GPUs)
  timeout_in_minutes: 50
  working_dir: "/vllm-workspace/tests"
  num_devices: 4
  source_file_dependencies:
  - vllm/distributed/
  - tests/distributed/test_utils
  - tests/distributed/test_pynccl
  - tests/distributed/test_events
  - tests/compile/fullgraph/test_basic_correctness.py
  - examples/offline_inference/rlhf.py
  - examples/offline_inference/rlhf_colocate.py
  - examples/offline_inference/new_weight_syncing/
  - tests/examples/offline_inference/data_parallel.py
  - tests/v1/distributed
  - tests/v1/engine/test_engine_core_client.py
  - tests/distributed/test_symm_mem_allreduce.py
  commands:
  # https://github.com/NVIDIA/nccl/issues/1838
  - export NCCL_CUMEM_HOST_ENABLE=0
  # test with torchrun tp=2 and external_dp=2
  - torchrun --nproc-per-node=4 distributed/test_torchrun_example.py
  # test with torchrun tp=2 and pp=2
  - PP_SIZE=2 torchrun --nproc-per-node=4 distributed/test_torchrun_example.py
  # test with torchrun tp=4 and dp=1
  - TP_SIZE=4 torchrun --nproc-per-node=4 distributed/test_torchrun_example_moe.py
  # test with torchrun tp=2, pp=2 and dp=1
  - PP_SIZE=2 TP_SIZE=2 torchrun --nproc-per-node=4 distributed/test_torchrun_example_moe.py
  # test with torchrun tp=1 and dp=4 with ep
  - DP_SIZE=4 ENABLE_EP=1 torchrun --nproc-per-node=4 distributed/test_torchrun_example_moe.py
  # test with torchrun tp=2 and dp=2 with ep
  - TP_SIZE=2 DP_SIZE=2 ENABLE_EP=1 torchrun --nproc-per-node=4 distributed/test_torchrun_example_moe.py
  # test with internal dp
  - python3 ../examples/offline_inference/data_parallel.py --enforce-eager
  - TP_SIZE=2 DP_SIZE=2 pytest -v -s v1/distributed/test_async_llm_dp.py
  - TP_SIZE=2 DP_SIZE=2 pytest -v -s v1/distributed/test_eagle_dp.py
  - TP_SIZE=2 DP_SIZE=2 pytest -v -s v1/distributed/test_external_lb_dp.py
  - TP_SIZE=1 DP_SIZE=4 pytest -v -s v1/distributed/test_internal_lb_dp.py
  - TP_SIZE=1 DP_SIZE=4 pytest -v -s v1/distributed/test_hybrid_lb_dp.py
  - pytest -v -s v1/engine/test_engine_core_client.py::test_kv_cache_events_dp
  - pytest -v -s distributed/test_utils.py
  - pytest -v -s compile/fullgraph/test_basic_correctness.py
  - pytest -v -s distributed/test_pynccl.py
  - pytest -v -s distributed/test_events.py
  - pytest -v -s distributed/test_symm_mem_allreduce.py
  # TODO: create a dedicated test section for multi-GPU example tests
  # when we have multiple distributed example tests
  # OLD rlhf examples
  - cd ../examples/offline_inference
  - VLLM_ALLOW_INSECURE_SERIALIZATION=1 python3 rlhf.py
  - VLLM_ALLOW_INSECURE_SERIALIZATION=1 RAY_DEDUP_LOGS=0 python3 rlhf_colocate.py
  # NEW rlhf examples
  - cd new_weight_syncing
  - VLLM_ALLOW_INSECURE_SERIALIZATION=1 python3 rlhf_nccl.py
  - VLLM_ALLOW_INSECURE_SERIALIZATION=1 python3 rlhf_ipc.py

- label: Distributed Tests (8 GPUs)(H100)
  timeout_in_minutes: 10
  device: h100
  num_devices: 8
  working_dir: "/vllm-workspace/tests"
  source_file_dependencies:
  - examples/offline_inference/torchrun_dp_example.py
  - vllm/config/parallel.py
  - vllm/distributed/
  - vllm/v1/engine/llm_engine.py
  - vllm/v1/executor/uniproc_executor.py
  - vllm/v1/worker/gpu_worker.py
  commands:
  # https://github.com/NVIDIA/nccl/issues/1838
  - export NCCL_CUMEM_HOST_ENABLE=0
  # test with torchrun tp=2 and dp=4 with ep
  - torchrun --nproc-per-node=8 ../examples/offline_inference/torchrun_dp_example.py --tp-size=2 --pp-size=1 --dp-size=4 --enable-ep

- label: Distributed Tests (4 GPUs)(A100)
  device: a100
  optional: true
  num_devices: 4
  source_file_dependencies:
  - vllm/
  commands:
  # NOTE: don't test llama model here, it seems hf implementation is buggy
  # see https://github.com/vllm-project/vllm/pull/5689 for details
  - pytest -v -s distributed/test_custom_all_reduce.py
  - torchrun --nproc_per_node=2 distributed/test_ca_buffer_sharing.py
  - TARGET_TEST_SUITE=A100 pytest basic_correctness/ -v -s -m 'distributed(num_gpus=2)'
  - pytest -v -s -x lora/test_mixtral.py

- label: Distributed Tests (2 GPUs)(H100)
  timeout_in_minutes: 15
  device: h100
  optional: true
  working_dir: "/vllm-workspace/"
  num_devices: 2
  commands:
    - pytest -v -s tests/distributed/test_context_parallel.py
    # - VLLM_ALLOW_INSECURE_SERIALIZATION=1 python3 examples/offline_inference/new_weight_syncing/rlhf_async_new_apis.py --- failing, need to re-enable
    - VLLM_USE_DEEP_GEMM=1 VLLM_LOGGING_LEVEL=DEBUG python3 examples/offline_inference/data_parallel.py --model=Qwen/Qwen1.5-MoE-A2.7B -tp=1 -dp=2 --max-model-len=2048 --all2all-backend=deepep_high_throughput
    - pytest -v -s tests/v1/distributed/test_dbo.py

- label: Distributed Tests (2 GPUs)(B200)
  device: b200
  optional: true
  working_dir: "/vllm-workspace/"
  num_devices: 2
  commands:
    - pytest -v -s tests/distributed/test_context_parallel.py
    - pytest -v -s tests/distributed/test_nccl_symm_mem_allreduce.py
    - pytest -v -s tests/v1/distributed/test_dbo.py

- label: 2 Node Test (4 GPUs)
  timeout_in_minutes: 30
  working_dir: "/vllm-workspace/tests"
  num_devices: 2
  num_nodes: 2
  no_plugin: true
  optional: true # TODO: revert once infra issue solved
  source_file_dependencies:
  - vllm/distributed/
  - vllm/engine/
  - vllm/executor/
  - vllm/model_executor/models/
  - tests/distributed/
  - tests/examples/offline_inference/data_parallel.py
  commands:
    - ./.buildkite/scripts/run-multi-node-test.sh /vllm-workspace/tests 2 2 $IMAGE_TAG "VLLM_TEST_SAME_HOST=0 torchrun --nnodes 2 --nproc-per-node=2 --rdzv_backend=c10d --rdzv_endpoint=192.168.10.10 distributed/test_same_node.py | grep 'Same node test passed' && NUM_NODES=2 torchrun --nnodes 2 --nproc-per-node=2 --rdzv_backend=c10d --rdzv_endpoint=192.168.10.10 distributed/test_node_count.py | grep 'Node count test passed' && python3 ../examples/offline_inference/data_parallel.py -dp=2 -tp=1 --dp-num-nodes=2 --dp-node-rank=0 --dp-master-addr=192.168.10.10 --dp-master-port=12345 --enforce-eager --trust-remote-code && VLLM_MULTI_NODE=1 pytest -v -s distributed/test_multi_node_assignment.py && VLLM_MULTI_NODE=1 pytest -v -s distributed/test_pipeline_parallel.py" "VLLM_TEST_SAME_HOST=0 torchrun --nnodes 2 --nproc-per-node=2 --rdzv_backend=c10d --rdzv_endpoint=192.168.10.10 distributed/test_same_node.py | grep 'Same node test passed' && NUM_NODES=2 torchrun --nnodes 2 --nproc-per-node=2 --rdzv_backend=c10d --rdzv_endpoint=192.168.10.10 distributed/test_node_count.py | grep 'Node count test passed' && python3 ../examples/offline_inference/data_parallel.py -dp=2 -tp=1 --dp-num-nodes=2 --dp-node-rank=1 --dp-master-addr=192.168.10.10 --dp-master-port=12345 --enforce-eager --trust-remote-code"

- label: Distributed NixlConnector PD accuracy (4 GPUs)
  timeout_in_minutes: 30
  working_dir: "/vllm-workspace/tests"
  num_devices: 4
  source_file_dependencies:
    - vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
    - tests/v1/kv_connector/nixl_integration/
  commands:
    - uv pip install --system -r /vllm-workspace/requirements/kv_connectors.txt
    - bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh

- label: DP EP Distributed NixlConnector PD accuracy tests (4 GPUs)
  timeout_in_minutes: 30
  working_dir: "/vllm-workspace/tests"
  num_devices: 4
  source_file_dependencies:
    - vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
    - tests/v1/kv_connector/nixl_integration/
  commands:
    - uv pip install --system -r /vllm-workspace/requirements/kv_connectors.txt
    - DP_EP=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh

- label: CrossLayer KV layout Distributed NixlConnector PD accuracy tests (4 GPUs)
  timeout_in_minutes: 30
  working_dir: "/vllm-workspace/tests"
  num_devices: 4
  source_file_dependencies:
    - vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
    - tests/v1/kv_connector/nixl_integration/
  commands:
    - uv pip install --system -r /vllm-workspace/requirements/kv_connectors.txt
    - CROSS_LAYERS_BLOCKS=True bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh

- label: Pipeline + Context Parallelism (4 GPUs)
  timeout_in_minutes: 60
  working_dir: "/vllm-workspace/tests"
  num_devices: 4
  source_file_dependencies:
  - vllm/distributed/
  - vllm/engine/
  - vllm/executor/
  - vllm/model_executor/models/
  - tests/distributed/
  commands:
  - pytest -v -s distributed/test_pp_cudagraph.py
  - pytest -v -s distributed/test_pipeline_parallel.py