Create Comprehensive Model Testing Suite #44
Description
Related to: US-9-1: Comprehensive Model Testing
Labels: priority/high, epic/testing, type/framework
Milestone: Epic 9 - Testing & Validation Framework
Description:
Develop comprehensive testing framework specifically designed for validating compressed models across multiple dimensions including performance, safety, robustness, and compatibility.
Acceptance Criteria:
- Implement performance regression testing suite
- Create robustness testing with adversarial examples
- Add compatibility testing across different platforms
- Implement stress testing and load validation
- Create accuracy preservation validation tests
- Add edge case and boundary condition testing
- Implement automated test case generation
- Include comprehensive test reporting and analytics
Implementation Notes:
- Design modular testing framework with pluggable test modules
- Implement property-based testing for comprehensive coverage
- Add support for distributed testing across multiple environments
- Consider using mutation testing for test suite quality validation