Data and AI struggles

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MLOps

TensorFlow users keep asking for help

3 posts from 3 people3d activeSteady, +1 this week

Posts per day

Posts per day3 posts, Sep 13 to Nov 9

The posts behind it

Stack OverflowStack Overflow [tensorflow] · MichaelL3131Nov 5

How many test samples do you normally use for model verification after deployment to embedded hardware?

I'm deploying a neural network for gesture recognition to an STM32 as generated C code and am currently validating the generated implementation against the original TensorFlow model.. Right now I'm using around 20 manually selected test samples and everything looks fine. The...

Stack OverflowStack Overflow [tensorflow] · Fern MendizOct 23

Trying to use a Gemma model on Keras in Python, but the example code doesn't run

...register any custom classes with `register_keras_serializable()` I'm guessing there's an issue with my Keras_hub version, and that's why it doesn't recognize Gemma4? But when I try to force upgrade to something like keras_hub 0.28.0 using pip install keras_hub==0.28.0...

1 votes1 replies
Stack OverflowStack Overflow [tensorflow] · RedInfinityProSep 13

How to use the function 'texts_to_sequences' from tensorflow, Tokenizer package?

...‘ = [] # tokenizer.texts_to_sequences(preprocessed_titles).' An error occurs, and it fails to return a filled 2D array list for training. ‘trunc = np.asarray(trunc, dtype=dtype) ValueError: invalid literal for int() with base 10: [String Variable]’ . When building a temporary...

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3 posts
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About this problem

Evidence

3 posts from 3 people in 1 place, about 1 a week over 54 days. Mostly on Stack Overflow [tensorflow]. Tools named alongside: Jupyter, PyPI.

Frustration Frustration 0 of 3· Seen on Stack Overflow

How it was grouped

Posts about TensorFlow that state a pain but match no known issue yet. First post Sep 13, 2026, latest Nov 5, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method

Other TensorFlow problems

TensorFlow containers are slow, bloated or crash

3 posts from 1 person on Reddit. Unverified.

History

Corroborated: 3 or more posts from 2 or more people or places.

Nov 8, 2026

Momentum went from fading to steady.

Nov 8, 2026

Momentum went from steady to fading.

Oct 30, 2026

Momentum went from fading to steady.

Oct 27, 2026

First seen with 1 post; the top post now: "Trying to use a Gemma model on Keras in Python, but the example code doesn't run".

Sep 25, 2026