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A high-throughput and memory-efficient inference and serving engine for LLMs

Mirrored from https://github.com/tduncan-lum/Nvidia-Optimization-Stack---VLLM.git

Synced Nov 7, 02:45 UTC

[CI] Enable Crosslayer KV layout tests for ROCm platforms (#35416)

qli88 committed Mar 7, 2026 at 15:49 UTC eebd14651f7618eddda5e79eab2d4ea0cdcc1770
2 files changed +44 -13
.buildkite/test-amd.yaml
+28
@@ -1486,6 +1486,20 @@ steps:
1486 - uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
1487 - DP_EP=1 ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
1488
1489 +- label: CrossLayer KV layout Distributed NixlConnector PD accuracy tests (4 GPUs)
1490 + mirror_hardwares: [amdexperimental, amdproduction]
1491 + agent_pool: mi325_4
1492 + # grade: Blocking
1493 + timeout_in_minutes: 30
1494 + working_dir: "/vllm-workspace/tests"
1495 + num_devices: 4
1496 + source_file_dependencies:
1497 + - vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
1498 + - tests/v1/kv_connector/nixl_integration/
1499 + commands:
1500 + - uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
1501 + - CROSS_LAYERS_BLOCKS=1 ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
1502 +
1503 ##### multi gpus test #####
1504 ##### A100 test #####
1505
@@ -3136,6 +3150,20 @@ steps:
3150 - uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
3151 - DP_EP=1 ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
3152
3153 +- label: CrossLayer KV layout Distributed NixlConnector PD accuracy tests (4 GPUs)
3154 + mirror_hardwares: [amdexperimental, amdproduction]
3155 + agent_pool: mi355_4
3156 + # grade: Blocking
3157 + timeout_in_minutes: 30
3158 + working_dir: "/vllm-workspace/tests"
3159 + num_devices: 4
3160 + source_file_dependencies:
3161 + - vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
3162 + - tests/v1/kv_connector/nixl_integration/
3163 + commands:
3164 + - uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
3165 + - CROSS_LAYERS_BLOCKS=1 ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
3166 +
3167 ##### multi gpus test #####
3168 ##### A100 test #####
3169
tests/v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
+16 -13
@@ -56,24 +56,27 @@ run_tests() {
56 echo "✅ All ${label} tests passed!"
57 }
58
59 -# Run tests
59 +# Set backend
60 +label="default backend"
61 +cmdline_args=""
62 if [[ -n "${ROCM_ATTN:-}" ]]; then
63 echo "ROCM_ATTN is set, running with --attention-backend ROCM_ATTN"
62 - run_tests "ROCM_ATTN backend" "--attention-backend ROCM_ATTN"
63 -else
64 - run_tests "default backend" ""
65 -fi
66 -
67 -# Check if FLASHINFER is set (non-empty)
68 -if [[ -n "${FLASHINFER:-}" ]]; then
69 - echo "FLASHINFER is set, rerunning with --attention-backend FLASHINFER"
70 - run_tests "FLASHINFER backend" "--attention-backend FLASHINFER"
64 + label="ROCM_ATTN backend"
65 + cmdline_args=" --attention-backend ROCM_ATTN "
66 +elif [[ -n "${FLASHINFER:-}" ]]; then
67 + echo "FLASHINFER is set, running with --attention-backend FLASHINFER"
68 + label="FLASHINFER backend"
69 + cmdline_args=" --attention-backend FLASHINFER "
70 else
72 - echo "FLASHINFER not set, skipping FLASHINFER runs."
71 + echo "running with default attention backend"
72 fi
73
74 # Check if cross-layers is enabled (non-empty)
75 if [[ -n "${CROSS_LAYERS_BLOCKS:-}" ]]; then
77 - echo "CROSS_LAYERS_BLOCKS is set, rerunning with --enable-cross-layers"
78 - run_tests "default backend" "--enable-cross-layers"
76 + echo "CROSS_LAYERS_BLOCKS is set, running with --enable-cross-layers"
77 + label+=" - CROSS_LAYERS_BLOCKS enabled"
78 + cmdline_args+=" --enable-cross-layers "
79 fi
80 +
81 +# Run tests
82 +run_tests "${label}" "${cmdline_args}"