Split test_intel_amx_attention_backend.py to pass CI of timeout (#11370)

Co-authored-by: Ma Mingfei <mingfei.ma@intel.com>
2025-10-16 10:22:32 +08:00
parent 476c67d7fc
commit cbac499750
7 changed files with 197 additions and 140 deletions
--- a/test/srt/cpu/test_intel_amx_attention_backend_a.py
+++ b/test/srt/cpu/test_intel_amx_attention_backend_a.py
@@ -0,0 +1,73 @@
+"""
+Usage:
+python3 -m unittest test_intel_amx_attention_backend.TestIntelAMXAttnBackend.test_latency_default_model
+"""
+
+import unittest
+from types import SimpleNamespace
+
+from sglang.srt.utils import kill_process_tree
+from sglang.test.run_eval import run_eval
+from sglang.test.test_utils import (
+    DEFAULT_MLA_MODEL_NAME_FOR_TEST,
+    DEFAULT_MODEL_NAME_FOR_TEST,
+    DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
+    DEFAULT_URL_FOR_TEST,
+    CustomTestCase,
+    intel_amx_benchmark,
+    is_in_ci,
+    popen_launch_server,
+)
+
+
+class TestIntelAMXAttnBackend(CustomTestCase):
+
+    @intel_amx_benchmark(
+        extra_args=["--batch-size", "4", "--mem-fraction-static", "0.3"],
+        min_throughput=10,
+    )
+    def test_latency_mla_model(self):
+        return DEFAULT_MLA_MODEL_NAME_FOR_TEST
+
+    @intel_amx_benchmark(
+        extra_args=["--batch-size", "4", "--mem-fraction-static", "0.1"],
+        min_throughput=40,
+    )
+    def test_latency_default_model(self):
+        return DEFAULT_MODEL_NAME_FOR_TEST
+
+    def test_mmlu(self):
+        model = DEFAULT_MLA_MODEL_NAME_FOR_TEST
+        base_url = DEFAULT_URL_FOR_TEST
+        process = popen_launch_server(
+            model,
+            base_url,
+            timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
+            other_args=[
+                "--attention-backend",
+                "intel_amx",
+                "--mem-fraction-static",
+                "0.3",
+                "--disable-radix",
+                "--trust-remote-code",
+                "--disable-overlap-schedule",
+            ],
+        )
+
+        try:
+            args = SimpleNamespace(
+                base_url=base_url,
+                model=model,
+                eval_name="mmlu",
+                num_examples=64,
+                num_threads=32,
+            )
+            metrics = run_eval(args)
+            if is_in_ci():
+                self.assertGreater(metrics["score"], 0.45)
+        finally:
+            kill_process_tree(process.pid)
+
+
+if __name__ == "__main__":
+    unittest.main()