Evaluate Quantized Model (Optional) - 1.4 English

Vitis AI User Guide (UG1414)

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1.4 English
If you have scripts to evaluate floating point model, like the models in Xilinx Modelzoo. Apply the following two changes to evaluate the quantized model.
  • Add “from tensorflow.contrib import decent_q” in front of the float evaluation script. This will register the quantize operation.
  • Replace the float model path in the scripts to quantization output model "quantize_results/quantize_eval_model.pb".
Then run the modified script to evaluate quantized model.