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Signed-off-by: nv-guomingz <137257613+nv-guomingz@users.noreply.github.com> Signed-off-by: Wangshanshan <30051912+dominicshanshan@users.noreply.github.com>
58 lines
1.8 KiB
Markdown
58 lines
1.8 KiB
Markdown
# TensorRT LLM Wide-EP Benchmark Scripts
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This directory contains scripts for benchmarking TensorRT LLM wide-ep performance using SLURM job scheduler.
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## ⚠️ DISCLAIMER
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**These scripts are currently not QA'ed and are provided for demonstration purposes only.**
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Please note that:
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- These scripts have not undergone formal quality assurance testing
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- They are intended for demonstration and educational purposes
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- Use at your own risk in production environments
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- Always review and test scripts thoroughly before running in your specific environment
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## Scripts Overview
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### Core Scripts
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Note that, core implementation of the slurm scripts are included in `examples/disaggregated/slurm/benchmark`.
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1. `submit_e2e.sh` - Main entry point for submitting E2E benchmark jobs
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2. `submit_gen_only.sh` - Main entry point for submitting gen-only benchmark jobs
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3. `process_gen_iterlog.py` - Processes benchmark results and generates reports
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## Usage
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### Prerequisites
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Before running the scripts, ensure you have:
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- Access to a SLURM cluster
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- Container image with TensorRT LLM installed
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- Model files accessible on the cluster
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- Required environment variables set
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### Run E2E Benchmarks
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```bash
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# Refer to `examples/disaggregated/slurm/benchmark/`
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# Please find the `disaggr_torch.slurm` script in the `examples/disaggregated/slurm/benchmark/` directory.
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# Make sure that SLURM parameters are correctly set in `disaggr_torch.slurm` before executing this script.
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./submit_e2e.sh
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```
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### Run gen-only Benchmarks and post-processes the results using `process_gen_iterlog.py`
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```bash
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./submit_gen_only.sh
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python3 process_gen_iterlog.py --dir_prefix <path>
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```
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`process_gen_iterlog.py` will be responsible for:
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- Parses iteration logs from workers
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- Calculates throughput metrics
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- Generates CSV reports
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- Supports MTP (Multi-Token Prediction) analysis
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