topic Dear Domoney, William, in Intel® Distribution of OpenVINO™ Toolkit

converter.py breaks on raspbian on Raspberry Pi 3B

WDomo — Tue, 01 Oct 2019 11:15:27 GMT

=[ ERROR ] Please contact Model Optimizer developers and forward the following information:
[ ERROR ] 'utf-8' codec can't decode byte 0xa1 in position 12206: invalid start byte======== Converting squeezenet1.0

Conversion command: python3 -- /opt/intel/openvino/deployment_tools/model_optimizer/mo.py --output_dir=/opt/intel/openvino/deployment_tools/Model_downloader/classification/squeezenet/1.0/caffe/FP32 --model_name=squeezenet1.0 --framework=caffe --data_type=FP32 '--input_shape=[1,3,227,227]' --input=data '--mean_values=data[104.0,117.0,123.0]' --output=prob --input_model=/opt/intel/openvino/deployment_tools/Model_downloader/classification/squeezenet/1.0/caffe/squeezenet1.0.caffemodel --input_proto=/opt/intel/openvino/deployment_tools/Model_downloader/classification/squeezenet/1.0/caffe/squeezenet1.0.prototxt

Model Optimizer arguments:
Common parameters:
   - Path to the Input Model:    /opt/intel/openvino/deployment_tools/Model_downloader/classification/squeezenet/1.0/caffe/squeezenet1.0.caffemodel
   - Path for generated IR:    /opt/intel/openvino/deployment_tools/Model_downloader/classification/squeezenet/1.0/caffe/FP32
   - IR output name:    squeezenet1.0
   - Log level:    ERROR
   - Batch:    Not specified, inherited from the model
   - Input layers:    data
   - Output layers:    prob
   - Input shapes:    [1,3,227,227]
   - Mean values:    data[104.0,117.0,123.0]
   - Scale values:    Not specified
   - Scale factor:    Not specified
   - Precision of IR:    FP32
   - Enable fusing:    True
   - Enable grouped convolutions fusing:    True
   - Move mean values to preprocess section:    False
   - Reverse input channels:    False
Caffe specific parameters:
   - Path to Python Caffe* parser generated from caffe.proto:    /opt/intel/openvino/deployment_tools/model_optimizer/mo/front/caffe/proto
   - Enable resnet optimization:    True
   - Path to the Input prototxt:    /opt/intel/openvino/deployment_tools/Model_downloader/classification/squeezenet/1.0/caffe/squeezenet1.0.prototxt
   - Path to CustomLayersMapping.xml:    Default
   - Path to a mean file:    Not specified
   - Offsets for a mean file:    Not specified
Model Optimizer version:    2019.2.0-436-gf5827d4
[ ERROR ] -------------------------------------------------
[ ERROR ] ----------------- INTERNAL ERROR ----------------
[ ERROR ] Unexpected exception happened.
[ ERROR ] Please contact Model Optimizer developers and forward the following information:
[ ERROR ] 'utf-8' codec can't decode byte 0xa1 in position 12206: invalid start byte
[ ERROR ] Traceback (most recent call last):
File "/opt/intel/openvino/deployment_tools/model_optimizer/mo/main.py", line 302, in main
return driver(argv)
File "/opt/intel/openvino/deployment_tools/model_optimizer/mo/main.py", line 261, in driver
custom_layers_mapping_path=custom_layers_mapping_path)
File "/opt/intel/openvino/deployment_tools/model_optimizer/mo/pipeline/caffe.py", line 52, in driver
caffe_pb2 = loader.import_caffe_pb2(caffe_proto_path)
File "/opt/intel/openvino/deployment_tools/model_optimizer/mo/front/caffe/loader.py", line 35, in import_caffe_pb2
caffe_pb2 = importlib.import_module("caffe_pb2")
File "/usr/lib/python3.7/importlib/__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
File "<frozen importlib._bootstrap>", line 983, in _find_and_load
File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
File "<frozen importlib._bootstrap_external>", line 724, in exec_module
File "<frozen importlib._bootstrap_external>", line 857, in get_code
File "<frozen importlib._bootstrap_external>", line 525, in _compile_bytecode
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xa1 in position 12206: invalid start byte

[ ERROR ] ---------------- END OF BUG REPORT --------------
[ ERROR ] -------------------------------------------------

I am running Raspbian GNU

WDomo — Tue, 01 Oct 2019 11:42:00 GMT

I am running Raspbian GNU/Linux 10 (buster)

Release 10

Codename buster

Dear Domoney, William

Shubha_R_Intel — Tue, 01 Oct 2019 21:46:00 GMT

Dear Domoney, William

I'm not aware of any converter.py within OpenVino (your command above shows mo.py) but did you install your Model Optimizer Pre-requisites ? I believe that may be your problem.

If you google the error:

UnicodeDecodeError: 'utf-8' codec can't decode byte 0xa1 in position 12206: invalid start byte

It's a common error discussed on Stack Overflow but the error itself has nothing to do with OpenVino or Model Optimizer. It has to do with Python tools which Model Optimizer depends upon.

Thanks,

Shubha

Thanks Shubba

WDomo — Wed, 02 Oct 2019 07:22:28 GMT

Thanks Shubba

Model converter usage

The basic usage is to run the script like this:

./converter.py --all

This will convert all models into the Inference Engine IR format. Models that were originally in that format are ignored. Models in PyTorch's format will be converted in ONNX format first.

https://docs.openvinotoolkit.org/latest/_tools_downloader_README.html

I will reinstall python 3.7 and run the Install_prerequisites script again

Kind regards

Frank

Dear Domoney, William,

Shubha_R_Intel — Thu, 03 Oct 2019 22:50:00 GMT

Dear Domoney, William,

Wow. I guess you can really teach an old Intel dog new tricks. Thanks for correcting me regarding converter.py !

I will reinstall python 3.7 and run the Install_prerequisites script again

I think the above is a great idea.

Let me know the status !

Thanks,

Shubha

Dear Domoney, William,

Shubha_R_Intel — Fri, 04 Oct 2019 16:04:25 GMT

Dear Domoney, William,

Please try OpenVino 2019R3 for Raspberry PI !

https://download.01.org/opencv/2019/openvinotoolkit/R3/

Thanks,

Shubha

Looking good so far

WDomo — Fri, 04 Oct 2019 18:40:48 GMT

Looking good so far

I will play games with the optimizer tomorrow

Kind regards

Frank

So nearly there. R3 on

WDomo — Sun, 06 Oct 2019 19:48:42 GMT

So nearly there. R3 on Raspberry pi almost works

Human pose estimation demo dies on "Corrupted size vs previous size on consolidation"

Kind regards

Frank

and the screenscrape

WDomo — Sun, 06 Oct 2019 19:55:28 GMT

and the screenscrape

Dear Domoney, William,

Shubha_R_Intel — Mon, 07 Oct 2019 21:43:52 GMT

Dear Domoney, William,

Thanks for letting us know ! I have filed a bug on this issue.

Shubha

Thanks

WDomo — Sun, 13 Oct 2019 12:53:55 GMT

Thanks

I did a demo on Raspberry Pi yesterday and will build a pool of applications from Open Model Zoo at an International Conference in North Africa in a month.

I will rebuild from scratch and make sure everything works on Pi.. Human Pose Estimation on the PC as a real hit with the kids yesterday.

Kind regards

Frank