Vijay Janapa Reddi 89e510929f Complete comprehensive testing for API simplification ...

Added full test suite following TinyTorch testing conventions:

✅ UNIT TESTS (test_api_simplification.py):
- 23 comprehensive tests covering all API components
- Tests Parameter function, Module base class, Linear/Conv2d layers
- Tests functional interface (F.relu, F.flatten, F.max_pool2d)
- Tests optimizer integration and backward compatibility
- Tests complete model workflows (MLP, CNN)

✅ INTEGRATION TESTS (test_api_simplification_integration.py):
- Cross-component integration testing
- Complete workflow validation (model → optimizer → training setup)
- PyTorch compatibility verification
- Nested module parameter collection testing

✅ EXAMPLE FIXES:
- Fixed optimizer parameter names (lr → learning_rate)
- Examples demonstrate real-world usage patterns
- Show dramatic code simplification vs old API

🎯 TEST RESULTS:
- Unit Tests: 23/23 PASS ✅
- Integration Tests: 8/8 PASS ✅
- API simplification validated with comprehensive coverage

The testing validates that the API simplification maintains educational
value while providing clean PyTorch-compatible interfaces.

2025-09-23 08:24:50 -04:00

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