TensorRT-LLMs/benchmarks/README.md
Kaiyu Xie 6c45586c51
chore: Remove deprecated Python runtime benchmark (#4171)
Signed-off-by: Kaiyu Xie <26294424+kaiyux@users.noreply.github.com>
2025-05-14 18:41:05 +08:00

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# TensorRT-LLM Benchmarks
## Overview
There are currently two workflows to benchmark TensorRT-LLM:
* [`trtllm-bench`](../docs/source/performance/perf-benchmarking.md)
- `trtllm-bench` is native to TensorRT-LLM and is a Python benchmarker for reproducing and testing the performance of TensorRT-LLM.
- _NOTE_: This benchmarking suite is a current work in progress and is prone to large changes.
* [C++ benchmarks](./cpp)
- The recommended workflow that uses TensorRT-LLM C++ API and can take advantage of the latest features of TensorRT-LLM.