# TinyTorch Optimization Results

Generated: 2025-09-28 21:47:56

| Optimization | Perceptron | XOR | MNIST | CIFAR | TinyGPT |
|-------------|------------|-----|-------|-------|--------|
| Baseline    | ✅ 100% 1.9s | ✅ 54% 1.9s | ✅ 12% 2.0s | ❌          | ✅ 1.9s     |
| Profiling   | ✅ 100% 1.8s | ✅ 54% 1.9s | ✅ 12% 2.0s | ❌          | ✅ 1.8s     |
| Acceleration | ✅ 100% 1.8s | ✅ 54% 1.9s | ✅ 11% 2.0s | ❌          | ✅ 1.9s     |
| Quantization | ✅ 100% 1.9s | ✅ 54% 1.9s | ✅ 10% 2.0s | ❌          | ✅ 1.8s     |
| Compression | ✅ 100% 1.8s | ✅ 54% 1.9s | ✅ 11% 2.0s | ❌          | ✅ 1.8s     |
| Caching     | ✅ 100% 1.9s | ✅ 54% 1.9s | ✅ 10% 1.9s | ❌          | ✅ 1.9s     |
| Benchmarking | ✅ 100% 1.9s | ✅ 54% 1.9s | ✅ 8% 2.0s  | ❌          | ✅ 1.9s     |