Questions tagged [tensorflow.net]

8 questions
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Windows error ucrtbase.dll with Tensorflow on GPU running 3 models

System information Have I written custom code: No OS Platform and Distribution: Windows 10 version 21H2 (Windows-10-10.0.19041) TensorFlow installed from (source or binary): source TensorFlow version: tag 2.7.1 -…
quintakFR
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C# How to pass multiple losses and labels? TensorFlow.NET (TensorFlow.Keras)

I am using C# with TensorFlow.NET (TensorFlow.Keras). I want to implement alphazero and I want to create a neural network with multiple outputs. I could create a model with multiple outputs like: var model = keras.Model((input), (output1,…
Hanako
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My neural network can't solve the maze with tensorflow.net and qlearning

I am practicing neural networks with TensorFlow and QLearning. For my project I work in C# to be able to migrate later my program on the Unity game engine. I use the TensorFlow.Net library : https://github.com/SciSharp/TensorFlow.NET To begin my…
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Developing a Tool to use pretrained models for OCR and Text Detection in C#

Im exploring to use pretrained models like OpenCV EAST or CTPN or other to detect text on an image. I want to develop a tool in C# for this purpose. The aim is to develop a tool in which I can pass any pretrained model with test image, and the model…
A.R
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Tensorflow.NET Tensorflow.Exceptions.NotOkStatusException: 'Cast int64 to resource is not supported [[{{node Read/ReadVariableOp/resource}}]]'

`nuget package: TensorFlow.NET 0.110.2 TensorFlow.Keras 0.11.2 SciSharp.TensorFlow.Redist-Windows-GPU 2.10.3` var layers = keras.layers; List layerList = new List() { layers.InputLayer(input_shape: new…
YJFu
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Loading a model in Tensorflow.NET throws Null Reference

I created a very simple model and saved it to disk, and when I load the model and run the evaluate function I get an error. This is the code that creates the model and loads it: using System; using static Tensorflow.Binding; using static…
codeDom
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Why do I receive an error "If default_name is None then scope is required" if I defined the scope in Tensorflow.Net?

I didn't find an answer anywhere on internet about why my code is returning an error. I'm trying to make an LSTM model with tensorflow.net by using the example…
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Tensorflow 2 migrating estimators

There are some high level API's in Tensorflow 1 called Estimators. It's a collection of common ML algorithms. However, in the documentation it is stated that Estimators are not recommended for new code. Where can I find the improved versions of…
Jiren
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