sglang_v0.5.2/pytorch_2.8.0/test/test_ao_sparsity.py

66 lines
1.6 KiB
Python

# Owner(s): ["module: unknown"]
import logging
# Kernels
from ao.sparsity.test_kernels import ( # noqa: F401
TestQuantizedSparseKernels,
TestQuantizedSparseLayers,
)
# Parametrizations
from ao.sparsity.test_parametrization import TestFakeSparsity # noqa: F401
# Scheduler
from ao.sparsity.test_scheduler import TestCubicScheduler, TestScheduler # noqa: F401
# Sparsifier
from ao.sparsity.test_sparsifier import ( # noqa: F401
TestBaseSparsifier,
TestNearlyDiagonalSparsifier,
TestWeightNormSparsifier,
)
# Structured Pruning
from ao.sparsity.test_structured_sparsifier import ( # noqa: F401
TestBaseStructuredSparsifier,
TestFPGMPruner,
TestSaliencyPruner,
)
from torch.testing._internal.common_utils import IS_ARM64, run_tests
# Composability
if not IS_ARM64:
from ao.sparsity.test_composability import ( # noqa: F401
TestComposability,
TestFxComposability,
)
# Activation Sparsifier
from ao.sparsity.test_activation_sparsifier import ( # noqa: F401
TestActivationSparsifier,
)
# Data Scheduler
from ao.sparsity.test_data_scheduler import TestBaseDataScheduler # noqa: F401
# Data Sparsifier
from ao.sparsity.test_data_sparsifier import ( # noqa: F401
TestBaseDataSparsifier,
TestNormDataSparsifiers,
TestQuantizationUtils,
)
# Utilities
from ao.sparsity.test_sparsity_utils import TestSparsityUtilFunctions # noqa: F401
if __name__ == "__main__":
logging.basicConfig(
format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
level=logging.INFO,
)
run_tests()