When the vgg16 transfer learning model is being fitted. Tensorflow throws error. Every image patch is 224x224 RGB which is about 602KB (with float32. Max batch size is about 5000 by formula vRAM/patch size/4 ). The GPU vRAM is 12GB…
I bought a new laptop and installed VS Code and Tensorflow on Windows. The TF Python script needs a conda virtual environment that can access Nvidia GPU card. I got the virtual environment working fine. I also got the TF…
I am trying to develop Android app that takes an audio clip and classify this audio using YAMNet model https://tfhub.dev/google/lite-model/yamnet/classification/tflite/1 During my research about this, I found this solution: Add these dependencies // to run yamnet.tflite model implementation 'org.tensorflow:tensorflow-lite-task-audio:0.2.0' //…
The Problem I have an Azure function built using the Python v1 programming model which builds a basic Keras model and trains it using some data from an Azure file share. Tested locally and everything works. I'm deploying to Azure…
I'm using a cluster to train my Machine Learning Model (TensorFlow) in Jupyter Notebook. The cluster already has JupyterHub (Python 3.7.5), CUDA, and cuDNN installed before I started using it. The cluster is running on Ubuntu 18.04 with GCC Version…
My Environment: Python 3.11.2, Tensorflow 2.12.0-rc1, Tensorflow-datasets 4.8.3, perfect clean newly created virtual environment in Visual Studio Code with the only operations performed being pip install the two libraries above . The import statements : import tensorflow as tf import…
I am trying to enable my nvidia gtx 1050 mobile gpu for tensorflow v2.9. Here is what I have so far: The proper driver for my graphics card is 470.xx as per this question. I have installed 470.129.06 . When…
I am trying to cross compile Tensorflow Lite (2.5, nightly build) for iOS. I would like to build a static framework. Here is the build command I used: bazel build --config=ios_arm64 -c opt //tensorflow/lite/ios:TensorFlowLiteC_framework The TensorFlowLiteC_framework target is defined in…
I am trying to get started with Tensorflow 2.0 Object Detection API. I have gone through the installation following the official tutorial and I pass all the tests. However, I keep getting an error message that I don't understand when…