[CI] Collapse the EAGLE launch matrix and the scoring engine boots on the per-commit runners (#33756)

test/registered/quant/test_quark_mxfp4.py

@@ -3,9 +3,8 @@ import os
 import re
 import unittest
 
-from sglang.test.ci.ci_register import register_amd_ci, register_cuda_ci
+from sglang.test.ci.ci_register import register_amd_ci
 
-register_cuda_ci(est_time=103, stage="base-b", runner_config="1-gpu-small")
 register_amd_ci(est_time=106, suite="stage-b-test-1-gpu-small-amd-mi35x")
 import time
 from types import SimpleNamespace
@@ -14,7 +13,7 @@ import requests
 import torch
 
 from sglang.srt.utils import kill_process_tree
-from sglang.srt.utils.common import is_cuda_alike, mxfp_supported
+from sglang.srt.utils.common import is_cuda_alike, is_gfx95_supported
 from sglang.test.few_shot_gsm8k import run_eval
 from sglang.test.test_utils import (
     DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
@@ -36,7 +35,7 @@ class TestOnlineQuantizationMemoryLoad(CustomTestCase):
                 f"test requires {cls.tp} devices, only {torch.cuda.device_count()} are available."
             )
 
-        if not mxfp_supported():
+        if not is_gfx95_supported():
             raise unittest.SkipTest(
                 "online MXFP4 quantization requires an AMD ROCm device with "
                 "FP4 hardware support (gfx95x, e.g. MI355x)"