dse-loop

Solid

Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout. Use when user says \"DSE\", \"design space exploration\", \"sweep parameters\", \"optimize\", \"find best config\", or wants iterative parameter tuning.

AI & Automation 11,977 stars 1099 forks Updated yesterday MIT

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# DSE Loop: Autonomous Design Space Exploration Autonomously explore a design space: run → analyze → pick next parameters → repeat, until the objective is met or timeout is reached. Designed for computer architecture and EDA problems. ## Context: $ARGUMENTS ## Safety Rules — READ FIRST **NEVER do any of the following:** - `sudo` anything - `rm -rf`, `rm -r`, or any recursive deletion - `rm` any file you did not create in this session - Overwrite existing source files without reading them first - `git push`, `git reset --hard`, or any destructive git operation - Kill processes you did not start **If a step requires any of the above, STOP and report to the user.** ## Constants (override via $ARGUMENTS) | Constant | Default | Description | |----------|---------|-------------| | `TIMEOUT` | 2h | Total wall-clock budget. Stop exploring after this. | | `MAX_ITERATIONS` | 50 | Hard cap on number of design points evaluated. | | `PATIENCE` | 10 | Stop early if no improvement for this many consecutive iterations. | | `OBJECTIVE` | minimize | `minimize` or `maximize` the target metric. | Override inline: `/dse-loop "task desc — timeout: 4h, max_iterations: 100, patience: 15"` ## Typical Use Cases | Problem | Program | Parameters | Objective | |---------|---------|-----------|-----------| | Microarch DSE | gem5 simulation | cache size, assoc, pipeline width, ROB size, branch predictor | maximize IPC or minimize area×delay | | Synthesis tuning | yosys/DC script | optimization pa...

Details

Author
wanshuiyin
Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Created
3 months ago
Last Updated
yesterday
Language
Python
License
MIT

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