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tensorflow 2 use keras.sequence as data generator for training machine learning model with multiprocessing error
I would like to do a test about training a machine learning model on EC2 instance with only CPUs from jupyter notebook.
The code is tensorflow 2.8.
Based on the tf doc, https://www.tensorflow.org/api_...
user3448011
Votes: 0
Answers: 1
What does DataAccessor do in tfx?
I'm reading the tfx tutorials, which all uses the DataAccessor to load data. The code looks something like this:
return data_accessor.tf_dataset_factory(
file_pattern,
tfxio.TensorFlowDa...
bli00
Votes: 0
Answers: 1
How to feed in a list of numpy arrays into a TensorFlow model?
I have a large list of numpy arrays that I want to feed into a TensorFlow model. I can not concatenate the lists into one due to RAM memory issues. Below, I have recreated the dataset I have with the ...
Ossz
Votes: 0
Answers: 1
apply dataset.repeat of prefetched dataset
I'm trying to implement AdaRound quantization algorithm and I need to train my layers one by one.
I'm using a dataset with 1024 with batch-size of 32 and I need to iterate over the dataset roughly 312...
Idant
Votes: 0
Answers: 1