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0pendansor and others added 28 commits July 17, 2025 11:41
…f generation, and verification

Added initial implementation of the Kubz CLI with support for modular commands, including `slice`, `run`, `prove`, and `verify`. Implemented base utilities, argparse setup, and subparser logic for extensible CLI commands. Integrated `EzklRunner` for zk proof generation and verification workflows. Included colorized output, easter eggs, and interactive prompts for a user-friendly interface.
Enhanced ONNX slicing workflow in `OnnxSlicer` with modularized output handling, enhanced logging, and improved utilization of model metadata. Integrated `OnnxUtils` for optimization and shape inference. Streamlined logic for slice point determination and model analysis integration. Added logging configuration for CLI, improved error handling, and modernized metadata-driven shape application utilities. Updated CLI parsing for model selection and path handling.
Update slice, circuitize, cli and more.
… onnx_runner, runner.py. Next step: prove, verify, scale = 12, inference_output difference.
…r` and add `Slicer`/`Circuitizer` orchestrators, update CLI commands, and enhance ONNX metadata handling.
…s, improve slicing workflows with new main logic, adjust path handling in slicers and runners, and clean up unused models and configs.
…d for modularity and add CLI improvements.
…mple clarity, and standardize code formatting for install and CLI usage instructions.
…subprocess compatibility and logging clarity.
…LI, documentation, installer, and internal references.
…minating redundant methods and imports. Update logger configuration for clarity.
* Removed dummy calibration

* Tensor chaining for circuitizer completed

* Fixed --layer flag bug
…etection logic from `cli/slice.py`. Refactor `cli/circuitize.py` to streamline layer validation and enforce slices directory. Drop unused options in `prove`, `verify`, and `run` commands, improving consistency and path handling. Add concise progress logging for circuitization segments in `circuitizer.py`.
…_path` utility. Apply consistent path resolution in `slice`, `circuitize`, `prove`, `verify`, and `run` commands. Refactor to simplify user prompts and handle default paths more robustly.
- Add Bugbash.md with comprehensive testing results for Scenario 1
- Include runner_analyzer.py diff showing metadata path fix
- Include runner.py diff showing RunnerAnalyzer integration
- Document successful EZKL circuitization and zkML pipeline testing
- Test results: 100% circuit usage, 100% proof generation, 100% verification

Scenario1: Test Doom via Ezkl on external directory
…ered input utility, and improve error logging. Update model selection logic and metadata handling for consistency.
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4 participants