File ~/virtual_environments/utkface/lib/python3.10/site-packages/tensorflow/lite/python/interpreter.py:455, in Interpreter.init(self, model_path, model_content, experimental_delegates, num_threads, experimental_op_resolver_type, experimental_preserve_all_tensors)
448 custom_op_registerers_by_name = [
449 x for x in self._custom_op_registerers if isinstance(x, str)
450 ]
451 custom_op_registerers_by_func = [
452 x for x in self._custom_op_registerers if not isinstance(x, str)
453 ]
454 self._interpreter = (
--> 455 _interpreter_wrapper.CreateWrapperFromFile(
456 model_path, op_resolver_id, custom_op_registerers_by_name,
457 custom_op_registerers_by_func, experimental_preserve_all_tensors))
458 if not self._interpreter:
459 raise ValueError('Failed to open {}'.format(model_path))
ValueError: quantized_dimension must be in range [0, 1). Was 3.Tensor 33 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 36 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 40 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 44 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 48 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 52 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 56 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 60 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 64 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 68 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 72 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 76 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 80 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 84 has invalid quantization parameters.
Hi, I tried loading the movenat_thunder.tflite model with tf.lite.interpreter, using the following code:
import tensorflow as tf interpreter = tf.lite.Interpreter(model_path='movenat_thunder.tflite')
But was hit with the following error:
ValueError Traceback (most recent call last) /home/generate_cc_array.ipynb Cell 5 in <cell line: 1>() ----> 1 interpreter = tf.lite.Interpreter(model_path='movenat_thunder.tflite') 2 interpreter.allocate_tensors() 4 input_details = interpreter.get_input_details()[0]
File ~/virtual_environments/utkface/lib/python3.10/site-packages/tensorflow/lite/python/interpreter.py:455, in Interpreter.init(self, model_path, model_content, experimental_delegates, num_threads, experimental_op_resolver_type, experimental_preserve_all_tensors) 448 custom_op_registerers_by_name = [ 449 x for x in self._custom_op_registerers if isinstance(x, str) 450 ] 451 custom_op_registerers_by_func = [ 452 x for x in self._custom_op_registerers if not isinstance(x, str) 453 ] 454 self._interpreter = ( --> 455 _interpreter_wrapper.CreateWrapperFromFile( 456 model_path, op_resolver_id, custom_op_registerers_by_name, 457 custom_op_registerers_by_func, experimental_preserve_all_tensors)) 458 if not self._interpreter: 459 raise ValueError('Failed to open {}'.format(model_path))
ValueError: quantized_dimension must be in range [0, 1). Was 3.Tensor 33 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 36 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 40 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 44 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 48 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 52 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 56 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 60 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 64 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 68 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 72 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 76 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 80 has invalid quantization parameters.quantized_dimension must be in range [0, 1). Was 3.Tensor 84 has invalid quantization parameters.
Tensorflow version : 2.9.1 Python version: 3.10.4
How to solve this issue? Please guide
Thanks