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标题: pb模型转rknn模型出错 [打印本页]

作者: hhhjjjwww 时间: 2020-6-2 14:34
标题: pb模型转rknn模型出错
错误如下：

ImportError: cannot import name 'r_add_n_template' from 'tfruler.tf_ruler_generate' (/home/toybrick/.local/lib/python3.7/site-packages/rknn/base/RKNNlib/converter/tfruler/tf_ruler_generate.cpython-37m-aarch64-linux-gnu.so)
done
--> Building model
Traceback (most recent call last):
File "pb2rknn.py", line 32, in <module>
rknn.build(do_quantization=False)
File "/home/toybrick/.local/lib/python3.7/site-packages/rknn/api/rknn.py", line 222, in build
inputs = self.rknn_base.net.get_input_layers()
AttributeError: 'NoneType' object has no attribute 'get_input_layers'

请问大家有遇到过吗

作者: leok 时间: 2020-6-2 17:18
信息帖全一些：
rknn toolkit版本；
tf版本;
什么模型；
转换脚本；

作者: hhhjjjwww 时间: 2020-6-3 10:35

leok 发表于 2020-6-2 17:18
信息帖全一些：
rknn toolkit版本；
tf版本;

--> Loading model
W:tensorflow:From /home/toybrick/.local/lib/python3.7/site-packages/onnx_tf/handlers/backend/ceil.py:10: The name tf.ceil is deprecated. Please use tf.math.ceil instead.

W:tensorflow:From /home/toybrick/.local/lib/python3.7/site-packages/onnx_tf/handlers/backend/depth_to_space.py:12: The name tf.depth_to_space is deprecated. Please use tf.compat.v1.depth_to_space instead.

W:tensorflow:
The TensorFlow contrib module will not be included in TensorFlow 2.0.
For more information, please see:
  * https://github.com/tensorflow/co ... 7-contrib-sunset.md
  * https://github.com/tensorflow/addons
  * https://github.com/tensorflow/io (for I/O related ops)
If you depend on functionality not listed there, please file an issue.

W:tensorflow:From /home/toybrick/.local/lib/python3.7/site-packages/onnx_tf/handlers/backend/log.py:10: The name tf.log is deprecated. Please use tf.math.log instead.

W:tensorflow:From /home/toybrick/.local/lib/python3.7/site-packages/onnx_tf/handlers/backend/random_normal.py:9: The name tf.random_normal is deprecated. Please use tf.random.normal instead.

W:tensorflow:From /home/toybrick/.local/lib/python3.7/site-packages/onnx_tf/handlers/backend/random_uniform.py:9: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.

W:tensorflow:From /home/toybrick/.local/lib/python3.7/site-packages/onnx_tf/handlers/backend/upsample.py:13: The name tf.image.resize_images is deprecated. Please use tf.image.resize instead.

/home/toybrick/.local/lib/python3.7/site-packages/onnx_tf/common/__init__.py:87: UserWarning: FrontendHandler.get_outputs_names is deprecated. It will be removed in future release.. Use node.outputs instead.
  warnings.warn(message)
W:tensorflow:From /home/toybrick/.local/lib/python3.7/site-packages/rknn/api/rknn.py:67: extract_sub_graph (from tensorflow.python.framework.graph_util_impl) is deprecated and will be removed in a future version.
Instructions for updating:
Use `tf.compat.v1.graph_util.extract_sub_graph`
Killed

rknn-toolkit 1.3版本，tf 1.14版本，darknet-yolov3，pb模型转换rknn模型

作者: hhhjjjwww 时间: 2020-6-3 10:37

leok 发表于 2020-6-2 17:18
信息帖全一些：
rknn toolkit版本；
tf版本;

#!/usr/bin/env python3

import os
import sys

#import yaml
import ruamel.yaml
from rknn.api import RKNN

yaml = ruamel.yaml.YAML(typ='rt')

def parse_model_config(yaml_config_file):
with open(yaml_config_file) as f:
      yaml_config = f.read()
model_configs = yaml.load(yaml_config)
return model_configs

def convert_model(model_path, out_path, pre_compile):
if os.path.isfile(model_path):
      yaml_config_file = model_path
      model_path = os.path.dirname(yaml_config_file)
else:
      yaml_config_file = os.path.join(model_path, 'model_config.yml')
if not os.path.exists(yaml_config_file):
      print('model config % not exist!' % yaml_config_file)
      exit(-1)

model_configs = parse_model_config(yaml_config_file)

exported_rknn_model_path_list = []

for model_name in model_configs['models']:
      model = model_configs['models'][model_name]

      rknn = RKNN()

      rknn.config(**model['configs'])

      print('--> Loading model...')
      if model['platform'] == 'tensorflow':
         model_file_path = os.path.join(model_path, model['model_file_path'])
         input_size_list = []
         for input_size_str in model['subgraphs']['input-size-list']:
            input_size = list(map(int, input_size_str.split(',')))
            input_size_list.append(input_size)
         pass
         rknn.load_tensorflow(tf_pb=model_file_path,
                              inputs=model['subgraphs']['inputs'],
                              outputs=model['subgraphs']['outputs'],
                              input_size_list=input_size_list)
      elif model['platform'] == 'tflite':
         model_file_path = os.path.join(model_path, model['model_file_path'])
         rknn.load_tflite(model=model_file_path)
      elif model['platform'] == 'caffe':
         prototxt_file_path = os.path.join(model_path,model['prototxt_file_path'])
         caffemodel_file_path = os.path.join(model_path,model['caffemodel_file_path'])
         rknn.load_caffe(model=prototxt_file_path, proto='caffe', blobs=caffemodel_file_path)
      elif model['platform'] == 'onnx':
         model_file_path = os.path.join(model_path, model['model_file_path'])
         rknn.load_onnx(model=model_file_path)
      else:
         print("platform %s not support!" % (model['platform']))
      print('done')

      if model['quantize']:
         dataset_path = os.path.join(model_path, model['dataset'])
      else:
         dataset_path = './dataset'

      print('--> Build RKNN model...')
      rknn.build(do_quantization=model['quantize'], dataset=dataset_path, pre_compile=pre_compile)
      print('done')

      export_rknn_model_path = "%s.rknn" % (os.path.join(out_path, model_name))
      print('--> Export RKNN model to: {}'.format(export_rknn_model_path))
      rknn.export_rknn(export_path=export_rknn_model_path)
      exported_rknn_model_path_list.append(export_rknn_model_path)
      print('done')
rknn.release()
return exported_rknn_model_path_list

if __name__ == '__main__':
model_path = './model_config.yml'#sys.argv[1]
out_path = './out_rknn.rknn'#sys.argv[2]
pre_compile = False #sys.argv[3] in ['true', '1', 'True']

convert_model(model_path, out_path, pre_compile)
参考了张老师给的例子

作者: leok 时间: 2020-6-5 14:35

hhhjjjwww 发表于 2020-6-3 10:37
#!/usr/bin/env python3

import os

yolov3参考：http://t.rock-chips.com/forum.ph ... mp;highlight=yolov3

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