Resnet18_test / README.md
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Upload quantized model and evaluation results
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🧠 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