Unable to compute the prediction using a neural network model.

[pehrlich2]

Describe the bug

Hi - fresh install crashes here. (Had to force numpy=1.26.4 due to what appears to be a bug in the newly released 2.0.0). Why trying to OCR a png:

Running OSX 14.0 on an M2 Macbook Air.

Input Image

Full Traceback

 % oemer -d songtosing.png
2024-06-23 13:45:42 Extracting staffline and symbols
/Users/peterehrlich/projects/omr/lib/python3.12/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py:69: UserWarning: Specified provider 'CUDAExecutionProvider' is not in available provider names.Available providers: 'CoreMLExecutionProvider, AzureExecutionProvider, CPUExecutionProvider'
  warnings.warn(
2024-06-23 13:45:42.915652 [W:onnxruntime:, coreml_execution_provider.cc:104 GetCapability] CoreMLExecutionProvider::GetCapability, number of partitions supported by CoreML: 86 number of nodes in the graph: 1577 number of nodes supported by CoreML: 102
1906 1928
Context leak detected, msgtracer returned -1
Context leak detected, msgtracer returned -1
2024-06-23 13:46:23.331865 [E:onnxruntime:, sequential_executor.cc:516 ExecuteKernel] Non-zero status code returned while running CoreML_18203898718667227551_0 node. Name:'CoreMLExecutionProvider_CoreML_18203898718667227551_0_0' Status Message: Error executing model: Unable to compute the prediction using a neural network model. It can be an invalid input data or broken/unsupported model (error code: -1).
Traceback (most recent call last):
  File "/Users/peterehrlich/projects/omr/bin/oemer", line 8, in <module>
    sys.exit(main())
             ^^^^^^
  File "/Users/peterehrlich/projects/omr/lib/python3.12/site-packages/oemer/ete.py", line 276, in main
    mxl_path = extract(args)
               ^^^^^^^^^^^^^
  File "/Users/peterehrlich/projects/omr/lib/python3.12/site-packages/oemer/ete.py", line 127, in extract
    staff, symbols, stems_rests, notehead, clefs_keys = generate_pred(str(img_path), use_tf=args.use_tf)
                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/peterehrlich/projects/omr/lib/python3.12/site-packages/oemer/ete.py", line 47, in generate_pred
    staff_symbols_map, _ = inference(
                           ^^^^^^^^^^
  File "/Users/peterehrlich/projects/omr/lib/python3.12/site-packages/oemer/inference.py", line 69, in inference
    out = model.predict(batch) if use_tf else sess.run(output_names, {'input': batch})[0]
                                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/peterehrlich/projects/omr/lib/python3.12/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 220, in run
    return self._sess.run(output_names, input_feed, run_options)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

Command You Execute

oemer -d songtosing.png

[liebharc]

Hi, I wasn't able to reproduce this issue on a Linux machine. But possibly there is also a breaking change in onnxruntime. I will paste the output of my pip list below, hoping that this helps you to track down the issue. An alternative would be to install tensorflow with pip install .[tf] and use the --use-tf flag for running oemer. Here you also have to pin the tensorflow version to 2.15.1 as newer versions fail to load the oemer models.

For all these version issues, it might be good if there would be some kind of lock-file such as poetry has it so that users can install exactly the versions which oemer requires.

`pip list`

Package                 Version
----------------------- ---------------
argcomplete             1.8.1
Babel                   2.8.0
blinker                 1.4
certifi                 2022.12.7
cffi                    1.15.1
click                   8.0.3
colorama                0.4.4
coloredlogs             15.0.1
command-not-found       0.3
contourpy               1.2.1
crypto                  1.4.1
cryptography            39.0.1
cycler                  0.12.1
dbus-python             1.2.18
distro                  1.7.0
distro-info             1.1build1
ecdsa                   0.18.0
envs                    1.4
exceptiongroup          1.2.1
flatbuffers             24.3.25
fonttools               4.53.1
gamera                  4.1.0
httplib2                0.20.2
humanfriendly           10.0
idna                    3.4
importlib-metadata      4.6.4
iniconfig               2.0.0
jeepney                 0.7.1
Jinja2                  3.0.3
jmespath                1.0.1
joblib                  1.4.2
keyring                 23.5.0
kiwisolver              1.4.5
lark-parser             0.7.7
launchpadlib            1.10.16
lazr.restfulclient      0.14.4
lazr.uri                1.0.6
livereload              2.6.3
Markdown                3.3.6
MarkupSafe              2.0.1
matplotlib              3.9.1
mkdocs                  1.1.2
mock                    4.0.3
more-itertools          8.10.0
mpmath                  1.3.0
Naked                   0.1.32
netifaces               0.11.0
numpy                   1.26.4
oauthlib                3.2.0
oemer                   0.1.7
onnxruntime-gpu         1.18.1
opencv-python-headless  4.10.0.84
packaging               21.3
pillow                  10.4.0
pip                     22.0.2
pipx                    1.0.0
pluggy                  1.5.0
protobuf                5.27.2
psutil                  5.9.0
pyasn1                  0.4.8
pycognito               2022.8.0
pycparser               2.21
Pygments                2.11.2
PyGObject               3.42.1
pyinotify               0.9.6
PyJWT                   2.3.0
pyparsing               2.4.7
pytest                  8.2.2
python-apt              2.3.0+ubuntu2.1
python-dateutil         2.8.2
python-jose             3.3.0
pytz                    2022.1
PyYAML                  6.0
rsa                     4.9
scikit-learn            1.5.1
scipy                   1.14.0
screen-resolution-extra 0.0.0
SecretStorage           3.3.1
setuptools              59.6.0
shellescape             3.8.1
six                     1.16.0
sympy                   1.13.1
systemd-python          234
threadpoolctl           3.5.0
tomli                   2.0.1
tornado                 6.1
types-Pillow            10.2.0.20240520
types-protobuf          5.27.0.20240626
types-requests          2.32.0.20240712
types-tensorflow        2.16.0.20240627
typing_extensions       4.12.2
ubuntu-advantage-tools  27.12
ufw                     0.36.1
unattended-upgrades     0.1
urllib3                 2.2.2
userpath                1.8.0
version-parser          1.0.1
wadllib                 1.3.6
wheel                   0.37.1
xkit                    0.0.0
zipp                    1.0.0