# \#data-generator
**URL:** https://discuss.ai.google.dev/tag/data-generator/350.md
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## [Move from predict\_generator to predict](https://discuss.ai.google.dev/t/move-from-predict-generator-to-predict/39140)
**Author:** [@Anthony\_Weaver](https://discuss.ai.google.dev/u/Anthony_Weaver)\
**Replies:** 2\
**Last updated:** [September 13, 2024, 2:25pm UTC](https://discuss.ai.google.dev/t/move-from-predict-generator-to-predict/39140 "2024-09-13T14:25:41Z")
I am working on moving some code that is using the currently deprecated model.predict\_generator. I would like some guidance on how to do that as I couldn’t easily find examples on how to make the change. Here is the re…
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## [Running out of memory while performing model training](https://discuss.ai.google.dev/t/running-out-of-memory-while-performing-model-training/24407)
**Author:** [@matca](https://discuss.ai.google.dev/u/matca)\
**Replies:** 2\
**Last updated:** [January 28, 2024, 1:49am UTC](https://discuss.ai.google.dev/t/running-out-of-memory-while-performing-model-training/24407 "2024-01-28T01:49:29Z")
I am using .npy files, the masks are all 140MB with dimesions (240, 240, 160, 4) and the images are 70MB with dimesions (240. 240, 160, 1). I am using a data generator because the images are 3D and are quite large, but I…
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## [Input ran out of data interrupting training](https://discuss.ai.google.dev/t/input-ran-out-of-data-interrupting-training/31714)
**Author:** [@matca](https://discuss.ai.google.dev/u/matca)\
**Replies:** 1\
**Last updated:** [January 5, 2024, 8:48am UTC](https://discuss.ai.google.dev/t/input-ran-out-of-data-interrupting-training/31714 "2024-01-05T08:48:25Z")
I am working in a tumor segmentation, the images are 3D in nifti format (MRI Images). I created a data generator because if I uploaded the full dataset to RAM, it crashes due to the 3D images. The dataset is composed by …