Category "tensorflow"

What does it mean to unroll a RNN dynamically?

What does it mean to "unroll a RNN dynamically". I've seen this specifically mentioned in the Tensorflow source code, but I'm looking for a conceptual explanati

hello everyone, Iam new to programming, I am using jupyter notebook using anaconda, here i found some problem with the importing of libraries

# lstm model import tensorflow as tf from numpy import mean from numpy import std from numpy import dstack from pandas import read_csv from tensorflow.keras.mod

Python 3.6 in tensorflow gpu docker images

How can I have python3.6 in tensorflow docker images. All the images I tried (latest, nighty) are using python3.5 and I don't want to modify all my scripts.

How to find out version of Tensorflow used in HDF5 model

After I have saved a tensorflow model in HDF5 format, how can I find out what version of tensorflow it was built using?

How can I run tensorflow without GPU?

My system has a GPU. When I run Tensorflow on it, TF automatically detects GPU and starts running the thread on the GPU. How can I change this? I.e. how can I r

ValueError: Input 0 of layer "sequential" is incompatible with the layer: expected shape=(None, 455, 30), found shape=(None, 30)

https://www.youtube.com/watch?v=z1PGJ9quPV8&t=28s Here is the little project of Cancer dectection, and it has already offer the dataset and colab code, but

onnx to trt failed - RuntimeError: cannot get YoloLayer_TRT plugin creator

I'm trying to run the YoloV4 (Demo 5) in TensorRt demos repo on AWS ec2. I created ec2 VM with nvidia-gpu (with AMI - Amazon Linux 2 AMI with NVIDIA TESLA GPU D

How to load pickle files by tensorflow's tf.data API

I have my data in multiple pickle files stored on disk. I want to use tensorflow's tf.data.Dataset to load my data into training pipeline. My code goes: def _p

Cannot use set_shape with tf.function

A gradient is a nested list of tensors. I want to get the total number of elements in the gradient, and record this number as an int. However, I don't know how

Installation issues with Tensorflow; PermissionError

I've been having a bit of difficulty installing tensorflow onto my computer, and would like some advice on where to go from here. To be clear, I am trying to in

Correct Implementation of Dice Loss in Tensorflow / Keras

I've been trying to experiment with Region Based: Dice Loss but there have been a lot of variations on the internet to a varying degree that I could not find tw

TensorFlow TypeError: 'BatchDataset' object is not iterable / TypeError: 'CacheDataset' object is not subscriptable

I'm following the TensorFlow starter guide. It specifically said to enable eager execution on the sample project for iris (flower) classification. Import th

How to run Tensorflow on CPU

I have installed the GPU version of tensorflow on an Ubuntu 14.04. I am on a GPU server where tensorflow can access the available GPUs. I want to run tensorfl

Balanced Accuracy Score in Tensorflow

I am implementing a CNN for an highly unbalanced classification problem and I would like to implement custum metrics in tensorflow to use the Select Best Model

tensorflow automatic accuracy calculation for multilabel classifier

I am fitting a multilabel classifier to (train_x, train_y) while monitoring the loss and accuracy on a validation set (val_x, val_y): classification_model.compi

AttributeError when using Github self-hosted runners to run unit test

Hello~ I am trying to use Github workflow to run the unit test for the code in my repository. So I wrote a yaml file, its function is when I push my code to my

How to solve error UnicodeDecodeError: 'utf-8' codec can't decode byte 0xe9 in position 106: invalid continuation byte in tensorflow

I need help to deal with an error... I try to create an object detection program with a tutorial made by lazy tech on Youtube. This tutorial use this repo on gi

My text classifier model doens't improve with multiple classes

I'm trying to train a model for a text classification and the model take a list of maximum 300 integer embedded from articles. The model trains without problem

I'm facing an error while importing tensorflow lately

I'm trying to import the below packages , it was working previously , today all of sudden I'm unable to install these packages import tensorflow from tensorflow

Py4JJavaError: An error occurred while calling None.org.apache.spark.api.java.JavaSparkContext

Anyon know Why I keeo getting this error in Jupyter Notebooks??? I've been trying to load my Tensorflow model into Apache Spark vis SparlFlowbut I can't seem to