diff --git a/optimization_matrix.md b/optimization_matrix.md new file mode 100644 index 00000000..1ca20bfb --- /dev/null +++ b/optimization_matrix.md @@ -0,0 +1,13 @@ +# 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 |