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vllm/benchmarks/attention_benchmarks/__init__.py

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# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""vLLM Attention Benchmarking Suite."""
from .batch_spec import (
BatchRequest,
format_batch_spec,
get_batch_stats,
parse_batch_spec,
reorder_for_flashinfer,
split_by_type,
)
from .common import (
BenchmarkConfig,
BenchmarkResult,
MockLayer,
ResultsFormatter,
get_attention_scale,
is_mla_backend,
setup_mla_dims,
)
__all__ = [
# Batch specification
"BatchRequest",
"parse_batch_spec",
"format_batch_spec",
"reorder_for_flashinfer",
"split_by_type",
"get_batch_stats",
# Benchmarking infrastructure
"BenchmarkConfig",
"BenchmarkResult",
"ResultsFormatter",
# Mock objects
"MockLayer",
# Utilities
"setup_mla_dims",
"get_attention_scale",
"is_mla_backend",
]