wehub-resource-sync
69 lines
2.9 KiB
Python
69 lines
2.9 KiB
Python
"""
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Phase 2.2 Test: Backend ROCm compatibility.
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Validates that check_cuda_compatibility() and other backend utilities
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behave correctly on ROCm/AMD hardware.
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Usage:
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python -m pytest backend/tests/test_rocm_backends.py -v
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"""
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from unittest.mock import patch
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import pytest
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class TestCheckCudaCompatibility:
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"""Unit tests for check_cuda_compatibility with ROCm awareness."""
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def test_no_gpu_returns_compatible(self):
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from backend.backends.base import check_cuda_compatibility
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with patch("torch.cuda.is_available", return_value=False):
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compatible, warning = check_cuda_compatibility()
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assert compatible is True
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assert warning is None
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def test_rocm_skips_compute_check(self):
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"""On ROCm, the NVIDIA compute-capability check should be skipped."""
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from backend.backends.base import check_cuda_compatibility
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with patch("torch.cuda.is_available", return_value=True):
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with patch("torch.version.hip", "6.2.41133"):
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compatible, warning = check_cuda_compatibility()
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assert compatible is True
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assert warning is None
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def test_cuda_compatible_arch(self):
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from backend.backends.base import check_cuda_compatibility
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with patch("torch.cuda.is_available", return_value=True):
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with patch("torch.version.hip", None):
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with patch("torch.cuda.get_device_capability", return_value=(8, 6)):
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with patch("torch.cuda.get_device_name", return_value="NVIDIA GeForce RTX 3060"):
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with patch.object(
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__import__("torch").cuda, "_get_arch_list",
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return_value=["sm_80", "sm_86", "sm_89"],
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create=True,
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):
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compatible, warning = check_cuda_compatibility()
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assert compatible is True
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assert warning is None
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def test_cuda_incompatible_arch(self):
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from backend.backends.base import check_cuda_compatibility
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with patch("torch.cuda.is_available", return_value=True):
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with patch("torch.version.hip", None):
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with patch("torch.cuda.get_device_capability", return_value=(9, 0)):
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with patch("torch.cuda.get_device_name", return_value="NVIDIA GeForce RTX 4090"):
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with patch.object(
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__import__("torch").cuda, "_get_arch_list",
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return_value=["sm_80", "sm_86"],
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create=True,
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):
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compatible, warning = check_cuda_compatibility()
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assert compatible is False
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assert warning is not None
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assert "not supported" in warning
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