vllm/tests/kernels/test_rocm_attention_selector.py

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# SPDX-License-Identifier: Apache-2.0
from unittest.mock import patch
import pytest
import torch
from tests.kernels.utils import override_backend_env_variable
from vllm.attention.selector import _cached_get_attn_backend, get_attn_backend
from vllm.platforms.rocm import RocmPlatform
@pytest.fixture(autouse=True)
def clear_cache():
"""Clear lru cache to ensure each test case runs without caching.
"""
_cached_get_attn_backend.cache_clear()
def test_selector(monkeypatch):
"""Test that the attention selector for ROCm.
"""
override_backend_env_variable(monkeypatch, "ROCM_FLASH")
with patch("vllm.attention.selector.current_platform", RocmPlatform()):
backend = get_attn_backend(16, torch.float16, torch.float16, 16, False)
assert backend.get_name() == "ROCM_FLASH"
# mla test for deepseek related
backend = get_attn_backend(576, torch.bfloat16, "auto", 16, False,
False, True)
assert backend.get_name() == "TRITON_MLA"