[quantitative test]

---

Before quantification

After quantification

#Dynamic quantization  Dynamic quantification 
import onnx
from onnxruntime.quantization import quantize_dynamic, QuantType
 
model_fp32 = 'path/to/the/model.onnx'
model_quant = 'path/to/the/model.quant.onnx'
quantized_model = quantize_dynamic(model_fp32, model_quant, weight_type=QuantType.QUInt8)

--------------------------
# QAT quantization QAT quantitative 
import onnx
from onnxruntime.quantization import quantize_qat, QuantType
 
model_fp32 = 'path/to/the/model.onnx'
model_quant = 'path/to/the/model.quant.onnx'
quantized_model = quantize_qat(model_fp32, model_quant)