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79 lines
2.5 KiB
Markdown
79 lines
2.5 KiB
Markdown
# Composable Kernel Tools
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This directory contains utility tools for building, testing, and analyzing Composable Kernel.
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These tools are designed to be LLM-agnostic and can be used with any AI assistant or directly from the command line.
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## Available Tools
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### ck-docker
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Build and test composable_kernel in Docker with ROCm support.
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See [README_ck-docker.md](README_ck-docker.md) for details.
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**Quick start:**
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```bash
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# Add to PATH
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export PATH="$PATH:$PWD/script/tools"
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# Start container and build
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ck-docker start
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ck-docker build test_amdgcn_mma
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ck-docker test test_amdgcn_mma
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```
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### ck-build-analysis
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Analyze Composable Kernel build times using Clang's -ftime-trace profiler.
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See [README_ck-build-analysis.md](README_ck-build-analysis.md) for details.
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**Quick start:**
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```bash
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# Add to PATH
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export PATH="$PATH:$PWD/script/tools"
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# Analyze build time
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ck-build-analysis example_convnd_fwd_xdl_fp8
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```
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## LLM Assistant Integration
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These tools can be used as-is with any LLM assistant by providing the tool documentation to the assistant. The assistant can then invoke these tools on your behalf.
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For example, you can ask:
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- "Start the docker container"
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- "Build and test test_amdgcn_mma"
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- "Analyze build time for example_convnd_fwd_xdl_fp8"
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The assistant will translate your natural language request into the appropriate tool invocation.
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## Dependencies
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- **ck-docker**: Requires Docker and ROCm-capable GPU (for running tests)
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- **ck-build-analysis**: Requires Docker, automatically installs Python dependencies (jinja2) via `uv`
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## Directory Structure
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```
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script/tools/
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├── README.md # This file
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├── README_ck-docker.md # Documentation for ck-docker
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├── README_ck-build-analysis.md # Documentation for ck-build-analysis
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├── ck-docker # Docker container management tool
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├── ck-build-analysis # Build time analysis tool
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├── common.sh # Shared utilities for bash scripts
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├── analyze_build_trace.py # Python script for trace analysis (PEP 723 compliant)
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└── templates/
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└── build_analysis_report.md.jinja # Jinja2 template for analysis reports
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```
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## Contributing
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When adding new tools to this directory:
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1. Keep them LLM-agnostic (avoid hardcoding references to specific AI assistants)
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2. Provide clear command-line usage documentation
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3. Include examples for both CLI and LLM assistant usage
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4. Follow the existing naming convention and structure
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