I'm trying to use Tensorflow with my GPU. My system is Fedora Linux 38, NVIDIA drivers 535.113.01 (currently latest) working as expected on my system. I created a Python environment with Python 3.9...

I am trying to install the latest Tensorflow models 2.13.1 (pip install tf-models-official==2.13.1), with Python 3.11. There seems to be an issue with Cython and PyYAML not playing nice together si...

I tried to run the code below, taken from CS50's AI course: import csv import tensorflow as tf from sklearn.model_selection import train_test_split # Read data in from file with open("banknot...

I was wondering if there is a way to know the list of inputs and outputs for a particular node in tflite? I know that I can get input/outputs details, but this does not allow me to reconstruct the ...

I'm encountering an issue with TensorFlow while using TensorRT. The warning message I receive is as follows: 2023-07-28 16:27:20.817724: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-T...

I made a custom layer in keras for reshaping the outputs of a CNN before feeding to ConvLSTM2D layer class TemporalReshape(Layer): def __init__(self,batch_size,num_patches): super(TemporalReshape...

TensorFlow 2.8 was recently released and I installed it as soon as it was out. I really need it for support of higher NumPy versions and a few new features. However, after installing it in my conda...

from random import sample index=sample(range(0, len(result)), len(result)//5*4) description_train=[child[0] for i, child in enumerate(result) if i in index] ipc_train=[child[1] for i, child in ...

For my project, I need to convert a directed graph into a tensorflow implementation of the graph as if it was a neural network. In tensorflow version 1, I could just define all of my inputs as plac...

To make the results reproducible I've red more than 20 articles and added to my script maximum of the functions ... but failed. In the official source I red there are 2 kinds of seeds - global an...

I followed instructions given in the TensorFlow website to install tensorflow_hub and installed it within a conda environment. $ pip install "tensorflow>=2.0.0" $ pip install --upgrade...

I wrote a unit-test in order to safe a model after noticing that I am not able to do so (anymore) during training. @pytest.mark.usefixtures("maybe_run_functions_eagerly") def test_save_mo...

I am trying to use GPU with Tensorflow. My Tensorflow version is 2.4.1 and I am using Cuda version 11.2. Here is the output of nvidia-smi. +---------------------------------------------------------...

I trained a simple mnist model with tensorflow 2.0 on Google Colab and saved it in the .json format. Click here to check out the Colab Notebook where I've written the code. Then on running the comm...

I am facing below issue while loading the pretrained model from HuggingFace. HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /roberta-base/resolve/main/config.j...

I have a few tensors in my code and and need to get the values of those tensors. This is one them. How to print the values of tensor OA? Input:OA Output: <tf.Tensor 'Sum_1:0' shape=(1, 600) dty...

error_giving_notebook non_problematic_notebook As it can be seen that I have used tf.function decorator in the 'error_giving_notebook' and it throws a ValueError while the same notebook without a...

Windows Version: Windows 10 Pro 21H2 19044.1706 GPU: rtx2070 import tensorflow as tf import torch print(torch.__version__) #1.10.1+cu113 print(torch.version.cuda) #11.3 print(tf.__version__) #2.9.1...

I just asked a question on the same topic but for custom models (How do I find the derivative of a custom model in Keras?) but realised quickly that this was trying to run before I could walk so th...

I was reading the code by Aakash Nain on AugMix https://github.com/AakashKumarNain/AugMix_TF2/blob/master/utils.py and found the word 'patience' under the Class CTEarlyStopping. Not the first time ...

If I try to change parallelism in TensorFlow 2 after initializing a tf.Variable, import tensorflow as tf _ = tf.Variable([1]) tf.config.threading.set_inter_op_parallelism_threads(1) I get an err...

I have a tensor xx with shape: >>> xx.shape TensorShape([32, 32, 256]) How can I add a leading None dimension to get: >>> xx.shape TensorShape([None, 32, 32, 256]) I have seen m...

I was reading the TensorFlow 2.0 Tutorial and I came across model subclassing to create TensorFlow 2.0 models. The code I found was: class MyModel(Model): def __init__(self): super(MyModel, sel...

I am trying to use this Google's example, but with my own dataset: https://github.com/tensorflow/examples/blob/master/tensorflow_examples/lite/model_customization/demo/text_classification.ipynb I...

I am trying to understand and debug my code. I try to predict with a CNN model developed under tf2.0/tf.keras on GPU, but get those error messages. could someone help me to fix it? here is my envi...