[CI] drop ascend scheduler test (#4582)

let' drop ascend scheduler test first to ensure all function works
without it.


- vLLM version: v0.11.2
- vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.2

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>

tests/e2e/singlecard/test_vlm.py

@@ -20,7 +20,6 @@
 
 Run `pytest tests/test_offline_inference.py`.
 """
-import pytest
 from vllm import SamplingParams
 from vllm.assets.audio import AudioAsset
 from vllm.assets.image import ImageAsset
@@ -55,40 +54,6 @@ def test_multimodal_vl(prompt_template):
             assert output_str, "Generated output should not be empty."
 
 
-@pytest.mark.skip(reason="This e2e test will stuck in multi-batch scenario. "
-                  "Add this back after fixing the issue.")
-def test_multimodal_ascend_scheduler(prompt_template):
-    image = ImageAsset("cherry_blossom") \
-        .pil_image.convert("RGB")
-    img_questions = [
-        "What is the content of this image?",
-        "Describe the content of this image in detail.",
-        "What's in the image?",
-        "Where is this image taken?",
-    ]
-    images = [image] * len(img_questions)
-    prompts = prompt_template(img_questions)
-    with VllmRunner("Qwen/Qwen2.5-VL-3B-Instruct",
-                    max_model_len=4096,
-                    additional_config={
-                        'ascend_scheduler_config': {
-                            'enabled': True,
-                        },
-                    },
-                    mm_processor_kwargs={
-                        "min_pixels": 28 * 28,
-                        "max_pixels": 1280 * 28 * 28,
-                        "fps": 1,
-                    },
-                    enforce_eager=True) as vllm_model:
-        outputs = vllm_model.generate_greedy(prompts=prompts,
-                                             images=images,
-                                             max_tokens=64)
-        assert len(outputs) == len(prompts)
-        for _, output_str in outputs:
-            assert output_str, "Generated output should not be empty."
-
-
 def test_multimodal_audio():
     audio_prompt = "".join([
         f"Audio {idx+1}: <|audio_bos|><|AUDIO|><|audio_eos|>\n"