dse-loop

You can automate design space exploration by orchestrating iterative cycles of running configurations, analyzing results, and selecting next parameters. This Skill manages the entire loop autonomously until objectives are met or timeouts occur.

Autonomous parameter tuning for EDA involves iteratively running synthesis builds, analyzing timing results, and automatically selecting next parameter sets. This process targets RTL parameterization and synthesis tuning until design objectives are achieved.

To start an autonomous design space exploration loop, you run the DSE loop with default parameters. The Skill then begins proposing parameter sets, executing runs, and logging outcomes to state files for progress tracking.

Yes, the design space exploration loop implements safety guardrails including timeouts, iteration limits, and constraint checks. These mechanisms ensure robust and repeatable exploration without unbounded resource consumption.

Recovering progress after a crash is possible because the exploration loop maintains persistent state files and results logs. This stateful tracking enables auditing, progress review, and resumption of the design space search.

The best way to explore microarchitecture configurations iteratively is using an autonomous loop that handles parameter discovery and state persistence. This approach automates running, analyzing, and selecting next parameters across multiple iterations.