Bug - pip install tflite-model-maker fails or hangs forever

[gaikwadrahul8]

Click to expand!

Issue Type

Bug

Have you reproduced the bug with TF nightly?

Yes

Tensorflow Version

v2.12.0-rc1-12-g0db597d0d75 2.12.0

Custom Code

No

OS Platform and Distribution, Mobile device, Python version, Bazel version, GCC/Compiler version, CUDA version

Default Colab Pro

Current Behaviour?

!pip install tflite-model-maker fails or hangs forever
The error occurs in tutorial notebook: https://colab.research.google.com/github/khanhlvg/tflite_raspberry_pi/blob/main/object_detection/Train_custom_model_tutorial.ipynb
I have tried multiple things in colab None/GPU runtime, 'Disconnect and delete runtime' after each failed attempt.:

!pip install tflite-model-maker-nightly

pip install --no-dependencies tflite-model-maker (imports will fail, manually installing them with pip install tensorflowjs won't help with NotFoundError: /usr/local/lib/python3.10/dist-packages/tensorflow_decision_forests/tensorflow/ops/inference/inference.so: undefined symbol: _ZN3tsl6Status22MaybeAddSourceLocationENS_14SourceLocationE error)

!pip install --upgrade pip
!wget https://raw.githubusercontent.com/tensorflow/examples/master/tensorflow_examples/lite/model_maker/requirements.txt
!pip install -r requirements.txt

results in:

ERROR: Could not find a version that satisfies the requirement tflite-support>=0.4.2 (from versions: 0.1.0a0.dev3, 0.1.0a0.dev4, 0.1.0a0.dev5, 0.1.0a0, 0.1.0a1)
ERROR: No matching distribution found for tflite-support>=0.4.2

I have also tried:
pip install tflite-model-maker==0.4.2 got ERROR: No matching distribution found for numba==0.53
pip install tflite-model-maker==0.4.1 got ERROR: No matching distribution found for scann==1.2.6
pip install tflite-model-maker==0.4.0 got ERROR: No matching distribution found for tflite-support>=0.4.0

Related issues:
tensorflow/tensorflow#59855
tensorflow/tensorflow#51031

Standalone code to reproduce the issue

`!pip install tflite-model-maker` in colab

Relevant log output

tflite_modelmaker_debug2_
Notebook unstarred
1

Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/
Collecting tflite-model-maker
Downloading tflite_model_maker-0.4.2-py3-none-any.whl (577 kB)
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Downloading tflite_model_maker-0.4.1-py3-none-any.whl (642 kB)
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Collecting tf-models-official==2.3.0
Downloading tf_models_official-2.3.0-py2.py3-none-any.whl (840 kB)
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Requirement already satisfied: numpy>=1.17.3 in /usr/local/lib/python3.10/dist-packages (from tflite-model-maker) (1.22.4)
Requirement already satisfied: PyYAML>=5.1 in /usr/local/lib/python3.10/dist-packages (from tflite-model-maker) (6.0)
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Collecting tensorflow-addons>=0.11.2
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Collecting tflite-model-maker
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Collecting tf-nightly
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Collecting tflite-model-maker
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Collecting tflite-support==0.1.0a0
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INFO: pip is looking at multiple versions of to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of tf-models-nightly to determine which version is compatible with other requirements. This could take a while.
Collecting tf-models-nightly
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INFO: pip is looking at multiple versions of sentencepiece to determine which version is compatible with other requirements. This could take a while.
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INFO: pip is looking at multiple versions of pillow to determine which version is compatible with other requirements. This could take a while.
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INFO: pip is looking at multiple versions of tflite-support to determine which version is compatible with other requirements. This could take a while.
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INFO: pip is looking at multiple versions of tflite-model-maker to determine which version is compatible with other requirements. This could take a while.
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ERROR: Cannot install tflite-model-maker==0.1.2, tflite-model-maker==0.2.0, tflite-model-maker==0.2.1, tflite-model-maker==0.2.2, tflite-model-maker==0.2.3, tflite-model-maker==0.2.4, tflite-model-maker==0.2.5, tflite-model-maker==0.3.0, tflite-model-maker==0.3.1, tflite-model-maker==0.3.2, tflite-model-maker==0.3.3, tflite-model-maker==0.3.4, tflite-model-maker==0.4.0, tflite-model-maker==0.4.1 and tflite-model-maker==0.4.2 because these package versions have conflicting dependencies.

The conflict is caused by:
tflite-model-maker 0.4.2 depends on tflite-support>=0.4.2
tflite-model-maker 0.4.1 depends on scann==1.2.6
tflite-model-maker 0.4.0 depends on tflite-support>=0.4.0
tflite-model-maker 0.3.4 depends on tflite-support>=0.3.1
tflite-model-maker 0.3.3 depends on tflite-support>=0.3.1
tflite-model-maker 0.3.2 depends on tflite-support>=0.1.0rc4
tflite-model-maker 0.3.1 depends on tflite-support>=0.1.0rc4
tflite-model-maker 0.3.0 depends on tflite-support>=0.1.0rc4
tflite-model-maker 0.2.5 depends on tflite-support==0.1.0rc4
tflite-model-maker 0.2.4 depends on tflite-support==0.1.0rc4
tflite-model-maker 0.2.3 depends on tflite-support==0.1.0rc3.dev2
tflite-model-maker 0.2.2 depends on tflite-support==0.1.0rc3.dev2
tflite-model-maker 0.2.1 depends on tflite-support==0.1.0rc3.dev2
tflite-model-maker 0.2.0 depends on tf-nightly==2.4.0.dev20200810
tflite-model-maker 0.1.2 depends on tflite-support==0.1.0rc3.dev2

To fix this you could try to:

1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict

ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/topics/dependency-resolution/#dealing-with-dependency-conflicts

[gaikwadrahul8]

This issue originally reported by @Huxwell has been moved to this dedicated repository for LiteRT to enhance issue tracking and prioritization. To ensure continuity, we have created this new issue on your behalf.

We appreciate your understanding and look forward to your continued involvement.

[pkgoogle]

Original Issue: tensorflow/tensorflow#60431