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Tensorflow / August 5, 2022 / Leave a comment

Trying to extract patches from image and getting "UnimplementedError: Only support ksizes across space"

Issue I was trying to split my image through 4 patches when I came through the following error: UnimplementedError: Only…

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Tensorflow / August 5, 2022 / Leave a comment

How to implement Grad-CAM on a trained network

Issue I have already trained a network and I have saved it in the form of mynetwork.model. I want to…

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Tensorflow / August 5, 2022 / Leave a comment

How to train keras models consecutively

Issue I’m trying to train different models consecutively without needing to re-run my program or change my code all the…

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Tensorflow / August 5, 2022 / Leave a comment

Extracting mean and std from MixtureNormal model in Tensorflow Probability

Issue I’m currently using tensorflow probability to build an MDN to perform a regression problem. Everything works great, however, I…

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Tensorflow / August 5, 2022 / Leave a comment

What is a default split_size in model training?

Issue When splitting the data into the test and training data what split size should I choose? I was told…

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Tensorflow / August 5, 2022 / Leave a comment

BERT pre-training from scratch with tensorflow version 2.x

Issue i used run_pretraining.py (https://github.com/google-research/bert/blob/master/run_pretraining.py) python script in tensorflow version 1.15.5 version before. I use Google cloud TPU, as well….

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Tensorflow / August 5, 2022 / Leave a comment

InvalidArgumentError: required broadcastable shapes [Op:Add] tensorflow model

Issue I am a using CLIP model. Where I have two models. One model output is (20, 128, 256) and…

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Tensorflow / August 5, 2022 / Leave a comment

How can I use DataGenerator with my model training?

Issue I am having a bit of trouble trying to use DataGenerator class with my model training during the model.fit()…

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Tensorflow / August 5, 2022 / Leave a comment

Efficiently implementing chamfer's distance as a loss for tensorflow

Issue I’d like to implement Chamfer’s distance as a loss for my Tensorflow model, but it’s very computationally impractical. Is…

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Tensorflow / August 5, 2022 / Leave a comment

How to manage epochs when doing Transfer Learning and Fine-tuning

Issue I am training a ResNet50 model and I want to apply fine-tuning after the initial training. This is when…

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