tf_dynamic_quantize.py

import tensorflow as tf


saved_model_dir = "/Users/cuiqingli123/Workspace/torch_op_exp/mobile_net_v3_small"
# Convert the model
converter = tf.lite.TFLiteConverter.from_saved_model(saved_model_dir) # path to the SavedModel directory
converter.optimizations = [tf.lite.Optimize.DEFAULT]
tflite_model = converter.convert()

# Save the model.
with open('mobile_net_v3_small_dynamic_quantized.tflite', 'wb') as f:
  f.write(tflite_model)