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Questions tagged [tensorflow]

TensorFlow is an open-source library and API designed for deep learning, written and maintained by Google. Use this tag with a language-specific tag ([python], [c++], [javascript], [r], etc.) for questions about using the API to solve machine learning problems. The programming languages that can be used with TensorFlow API vary, so you must specify the programming language. Please specify the application area such as [object-detection] as well.

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Is it possible to train tfjs-node models using remote platform?

I have developed a large generative neural network in tfjs-node. Training takes literally a few days on my current GPU, so I was thinking whether there is some sort of a cloud platform dedicated to ...
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Successively Training Multiple TensorFlow Models: How do I ensure the session is clear?

I am looping a program that creates a model, trains the model, evaluates the model using a test set, then deletes itself (This is working towards a K-Fold Evaluation). I need to be sure that at the ...
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Train Object Detection Module Using Tensorflow

When I am executing the following command to train model using tenserflow, I got below errors. Command : python legacy/train.py --logtostderr --train_dir=training/ --pipeline_config_path=training/...
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How do I kill Tensorboard?

By accident I launched Tensorbloard to a location that doesn't exist: Data location: logs/fit. So I got this error: %load_ext tensorboard %tensorboard --logdir logs I tried the recommendations here (...
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Tensorflow JS errors in object detection in an image using a browser

I am trying to detect objects in an image using tensorflow js. I followed the tutorial in here Tensorflow Object Detection with Tensorflow 2: Creating a custom model So everything works fine in google ...
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Tensorflow/WSL2 GPU out of memory, not using all available?

So i'm trying to finetune the medium model on a TITAN RTX (24G) in WSL2 but it seems to run out of memory? the small model fits. If i boot my computer on a live ubuntu I can train the medium and large ...
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TypeError: conv2d_v2() got an unexpected keyword argument 'filter

Was trying to run the code from a course from Coursera on my device with pretrained VGG model. Getting this error while running the model. This is a question regarding neural style transfer with a ...
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How to carry out hyperparameter tuning for MLP model in Keras via GridsearchCV?

I have created a model using the function and am passing two embeddings as an input to the model in the form of 1D arrays. While trying to fit Grid search on the inputs, it throws an error stating &...
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Processing batch of differently-shaped tensors in tensorflow

Suppose we have a batch of images as 4D tensor of shape (batches, height, width, channels). And suppose we have some images transforming functions f0(img...), f1(img...) ..., each function processes ...
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Getting “graph is empty” error when running sess.run in Tensorflow 2

I keep getting this error while running sess.run(init). I had basic tensorflow 1.3 knowledge, but now I'm using tensorflow 2.2 and keep getting these errors import tensorflow as tf sess=tf.compat.v1....
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module 'tensorflow' has no attribute 'tanh'

I am trying to repeat what is shown in this tutorial: http://www.kaggle.com/alexisbcook/deep-reinforcement-learning When I run this code: # Check version of tensorflow import tensorflow as tf tf....
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list of list iteration for reading dicom files

Hello I am trying to read some Dicom files so I can transform them into tensors, I have my files in a nested list test_value_list= [['/content/drive/My Drive/pulmonaryfibrosis/train/...
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Training AlexNet like structure on entire ImageNet in Tensorflow 2.0, Problem with flat loss

I am trying to replicate AlexNet model on ImageNet (for learning purposes). The dataset is 1.2 million ImageNet dataset with 50K validation. This is my code : model function: training function: ...
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Standard TFlite object detection model not working in MLKit

If I use the Pre-Trained TFLite Object detection model in MLKit, I get the following error: CalculatorGraph::Run() failed in Run: Calculator::Open() for node "BoxClassifierCalculator" ...
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Quantized TFLite model gives better accuracy than TF model

I am developing an end-to-end training and quantization aware traing example. Using the CIFAR 10 dataset, I load a pretrained MobilenetV2 model and then use the code from the TensorFlow Guide to ...

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