# 🧠 Model: Resnet18

This is a quantized version of `Resnet18` using `W8A8 static` quantization.

## 🧪 Evaluation Summary

| Metric         | FP32             | Quantized  |
|----------------|------------------|------------|
| Top-1 Accuracy | 0.555 | 0.6577380895614624 |
| Top-5 Accuracy | 0.777 | 0.8541666865348816 |

- Dataset: `ImageNet`
- Evaluation Date: `2025-07-20`

## 🔍 Notes
Quantized W8A8 Resnet18 model from torchvision