Improve profiler and integrate profiler in bench_one_batch_server (#6787)

test/srt/test_vision_openai_server_b.py

@@ -1,10 +1,10 @@
+import unittest
+
 from test_vision_openai_server_common import *
 
-from sglang.srt.utils import kill_process_tree
 from sglang.test.test_utils import (
     DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
     DEFAULT_URL_FOR_TEST,
-    CustomTestCase,
     popen_launch_server,
 )
 
@@ -75,28 +75,6 @@ class TestDeepseekVL2Server(TestOpenAIVisionServer):
         pass
 
 
-class TestDeepseekVL2TinyServer(TestOpenAIVisionServer):
-    @classmethod
-    def setUpClass(cls):
-        cls.model = "deepseek-ai/deepseek-vl2-tiny"
-        cls.base_url = DEFAULT_URL_FOR_TEST
-        cls.api_key = "sk-123456"
-        cls.process = popen_launch_server(
-            cls.model,
-            cls.base_url,
-            timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
-            other_args=[
-                "--trust-remote-code",
-                "--context-length",
-                "4096",
-            ],
-        )
-        cls.base_url += "/v1"
-
-    def test_video_chat_completion(self):
-        pass
-
-
 class TestJanusProServer(TestOpenAIVisionServer):
     @classmethod
     def setUpClass(cls):