[CI/Test Fix] Fix CP tests on Blackwell (#28404)

Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

tests/distributed/test_context_parallel.py

@@ -14,6 +14,7 @@ from dataclasses import dataclass
 from typing import Literal, NamedTuple
 
 import pytest
+import torch
 
 from vllm.config.model import RunnerOption
 from vllm.logger import init_logger
@@ -254,6 +255,17 @@ def test_cp_generation(
     test_options: CPTestOptions,
     num_gpus_available,
 ):
+    if (
+        model_id == "deepseek-ai/DeepSeek-V2-Lite-Chat"
+        and torch.cuda.get_device_capability() < (9, 0)
+    ):
+        pytest.skip(reason="MLA+DCP requires compute capability of 9.0 or higher")
+    if (
+        model_id == "bigcode/gpt_bigcode-santacoder"
+        and torch.cuda.get_device_capability() != (9, 0)
+    ):
+        pytest.skip(reason="GQA+DCP currently requires compute capability of 9.0")
+
     _compare_cp_with_tp(
         model_id,
         parallel_setup,

vllm/attention/ops/common.py

@@ -195,7 +195,6 @@ def cp_lse_ag_out_rs(
     cp_attn_lse = cp_attn_lse.contiguous()
     lses = cp_group.all_gather(cp_attn_lse, dim=0).view_as(lses)
     out, lse = correct_attn_out(cp_attn_out, lses, cp_group.rank_in_group, ctx)
-    assert out.is_contiguous()
     out = cp_group.reduce_scatter(out, dim=1)
 
     if return_lse: