mirror of
https://github.com/NVIDIA/TensorRT-LLM.git
synced 2026-01-14 06:27:45 +08:00
63 lines
1.8 KiB
Python
63 lines
1.8 KiB
Python
from pathlib import Path
|
|
|
|
import click
|
|
|
|
from tensorrt_llm.bench.benchmark.low_latency import latency_command
|
|
from tensorrt_llm.bench.benchmark.throughput import throughput_command
|
|
from tensorrt_llm.bench.build.build import build_command
|
|
from tensorrt_llm.bench.dataclasses.general import BenchmarkEnvironment
|
|
from tensorrt_llm.logger import logger, severity_map
|
|
|
|
|
|
@click.group(name="trtllm-bench", context_settings={'show_default': True})
|
|
@click.option(
|
|
"--model",
|
|
"-m",
|
|
required=True,
|
|
type=str,
|
|
help="The Huggingface name of the model to benchmark.",
|
|
)
|
|
@click.option(
|
|
"--model_path",
|
|
required=False,
|
|
default=None,
|
|
type=click.Path(writable=False, readable=True, path_type=Path),
|
|
help=
|
|
"Path to a Huggingface checkpoint directory for loading model components.",
|
|
)
|
|
@click.option(
|
|
"--workspace",
|
|
"-w",
|
|
required=False,
|
|
type=click.Path(writable=True, readable=True, path_type=Path),
|
|
default="/tmp", # nosec B108
|
|
help="The directory to store benchmarking intermediate files.",
|
|
)
|
|
@click.option('--log_level',
|
|
type=click.Choice(severity_map.keys()),
|
|
default='info',
|
|
help="The logging level.")
|
|
@click.pass_context
|
|
def main(
|
|
ctx,
|
|
model: str,
|
|
model_path: Path,
|
|
workspace: Path,
|
|
log_level: str,
|
|
) -> None:
|
|
logger.set_level(log_level)
|
|
ctx.obj = BenchmarkEnvironment(model=model,
|
|
checkpoint_path=model_path,
|
|
workspace=workspace)
|
|
|
|
# Create the workspace where we plan to store intermediate files.
|
|
ctx.obj.workspace.mkdir(parents=True, exist_ok=True)
|
|
|
|
|
|
main.add_command(build_command)
|
|
main.add_command(throughput_command)
|
|
main.add_command(latency_command)
|
|
|
|
if __name__ == "__main__":
|
|
main()
|