tensorflow 2.3.0 dependencies

tensorflow 2.3.0 dependencies

Hi,

I want to use tensorflow 2.3.0 in Java application. I have maven project in Java where I want to import tensorflow 2.3.0 dependencies. How to include tensorflow 2.3.0 dependencies in Java project?

Thanks

View Answers

September 17, 2020 at 7:30 AM

Hi,

Here is the maven dependency for TensorFlow 2.3.0:

<dependency>
  <groupId>org.tensorflow</groupId>
  <artifactId>tensorflow</artifactId>
  <version>2.3.0</version>
</dependency>

You can include this in your project. This will download TensorFlow 2.3.0 dependency for Java.

Thanks


September 17, 2020 at 7:32 AM

Hi,

If your system has GPU support and you want to use GPU for your machine learn program then add the following TensorFlow dependencies in pom.xml file of your project:

<dependency>
  <groupId>org.tensorflow</groupId>
  <artifactId>libtensorflow</artifactId>
  <version>2.3.0</version>
</dependency>
<dependency>
  <groupId>org.tensorflow</groupId>
  <artifactId>libtensorflow_jni_gpu</artifactId>
  <version>2.3.0</version>
</dependency>

Thanks


October 8, 2020 at 1:18 AM

Hi,

Now we will talk about the minimum dependency requirement of Python for running TensorFlow 2.3.0.

TensorFlow 2.3.0 is released with many new features and improvements. TensorFlow 2.3.0 has minimum dependency requirement of Python.

I tried to install TensorFlow 2.3.0 on Python 3.6 but it failed. The Minimum Python requirement is Python 3.7. TensorFlow 2.3.0 does not support Python 2.7.

Here are steps of install TensorFlow 2.3.0 on Anaconda Python:

Step 1: Create Python 3.7 virtual environment

conda create --name tf2.3.1 python=3.7

Step 2: Activate the environment

conda activate tf2.3.1

Step3: Install TensorFlow 2.3.0

pip install tensorflow==2.3.0

Step 4: Check TensorFlow version

Now open python terminal and then run following code to check TensorFlow version:

import tensorflow as tf
print(tf.__version__)

It should print 2.3.0 on the console.

Check more details at Install TensorFlow 2.3.0 on Google Colab.

Thanks









Related Tutorials/Questions & Answers:
tensorflow 2.3.0 dependencies
tensorflow 2.3.0 dependencies. How to include tensorflow 2.3.0 dependencies in Java project? Thanks   Hi, Here is the maven dependency for TensorFlow 2.3.0...tensorflow 2.3.0 dependencies  Hi, I want to use tensorflow 2.3.0
Install TensorFlow 2.3.0 on Google Colab
Installing and using TensorFlow 2.3.0 on Google Colab TensorFlow 2.3.0... applications fast. In TensorFlow 2.3.0 tf.data updated and comes with two new... are going to install TensorFlow 2.3.0 on Google Colab. What are the steps
Advertisements
tensorflow certification
tensorflow certification  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: tensorflow... learn the topic "tensorflow certification". Also tell me which
tensorflow courses
tensorflow courses  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: tensorflow courses... the topic "tensorflow courses". Also tell me which is the good training
tensorflow certificate
tensorflow certificate  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: tensorflow... the topic "tensorflow certificate". Also tell me which is the good
tensorflow training
tensorflow training  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: tensorflow training... the topic "tensorflow training". Also tell me which is the good training
tensorflow course
tensorflow course  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: tensorflow course... "tensorflow course". Also tell me which is the good training courses
tensorflow epoch
tensorflow epoch  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: tensorflow epoch Try... "tensorflow epoch". Also tell me which is the good training courses
tensorflow class
tensorflow class  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: tensorflow class Try... "tensorflow class". Also tell me which is the good training courses
tensorflow specialization
tensorflow specialization  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: tensorflow... learn the topic "tensorflow specialization". Also tell me which
tensorflow edx
tensorflow edx  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: tensorflow edx Try...;tensorflow edx". Also tell me which is the good training courses
tensorflow trainer
tensorflow trainer  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: tensorflow trainer... the topic "tensorflow trainer". Also tell me which is the good training
tensorflow nptel
tensorflow nptel  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: tensorflow nptel Try... "tensorflow nptel". Also tell me which is the good training courses
coursera tensorflow
coursera tensorflow  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: coursera tensorflow... developers What is predictive analytics? Online TensorFlow 2.0 training course
course tensorflow
course tensorflow  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: course tensorflow... What is predictive analytics? Online TensorFlow 2.0 training course Thanks
udacity tensorflow
udacity tensorflow  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: udacity tensorflow... What is predictive analytics? Online TensorFlow 2.0 training course
udemy tensorflow
udemy tensorflow  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: udemy tensorflow Try... What is predictive analytics? Online TensorFlow 2.0 training course Thanks
imagenet tensorflow
imagenet tensorflow  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: imagenet tensorflow... developers What is predictive analytics? Online TensorFlow 2.0 training course
edx tensorflow
edx tensorflow  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: edx tensorflow Try... is predictive analytics? Online TensorFlow 2.0 training course Thanks
epoch in tensorflow
epoch in tensorflow  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: epoch in tensorflow... developers What is predictive analytics? Online TensorFlow 2.0 training course
nptel tensorflow
nptel tensorflow  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: nptel tensorflow Try... What is predictive analytics? Online TensorFlow 2.0 training course Thanks
checkpoints tensorflow
tensorflow Try to provide me good examples or tutorials links so that I can learn... developers What is predictive analytics? Online TensorFlow 2.0 training
mlcc tensorflow
mlcc tensorflow  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: mlcc tensorflow Try... is predictive analytics? Online TensorFlow 2.0 training course Thanks
kadenze tensorflow
kadenze tensorflow  Hi, I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn: kadenze tensorflow... What is predictive analytics? Online TensorFlow 2.0 training course
training with tensorflow
with tensorflow Try to provide me good examples or tutorials links so that I can... for software developers What is predictive analytics? Online TensorFlow 2.0
TensorFlow 2.0 Tutorial
TensorFlow 2.3.0 on Google Colab...TensorFlow 2.0 Tutorial - Learning and Mastering TensorFlow 2.0 from beginning We to our TensorFlow 2.0 tutorials, here you will get started
how to install tensorflow 2.0.1
how to install tensorflow 2.0.1  Hi, I am new to TensorFlow and got some code developed in TensorFlow 2.0.1. I want to install the same version of TensorFlow and try the code. How to install tensorflow 2.0.1? Can I run
how to install tensorflow 2.0.1
how to install tensorflow 2.0.1  Hi, I am new to TensorFlow and got some code developed in TensorFlow 2.0.1. I want to install the same version of TensorFlow and try the code. How to install tensorflow 2.0.1? Can I run
how to install tensorflow 2.1.0
how to install tensorflow 2.1.0  Hi, I just checked and there is new version of TensorFlow. How to install install TensorFlow 2.1.0? Thanks   Hi, TensorFlow 2.1.0 is the latest release of TensorFlow 2.x library
how to install tensorflow 2.1.0
how to install tensorflow 2.1.0  Hi, I just checked and there is new version of TensorFlow. How to install install TensorFlow 2.1.0? Thanks   Hi, TensorFlow 2.1.0 is the latest release of TensorFlow 2.x library
What are features of TensorFlow 1.0?
What are features of TensorFlow 1.0?  Hi, What are features of TensorFlow 1.0? Thanks   Hi, What are features of TensorFlow 1.0? The TensorFlow 1.0 was released in Feb 2017. This version of TensorFlow comes
How to create variable in TensorFlow?
How to create variable in TensorFlow?  Hi, How to create variable in TensorFlow? Thanks   Hi, In TensorFlow you can't use python variable, you have to create the TensorFlow variable to use it with TensorFlow graph
Best TensorFlow Tutorial
Best TensorFlow Tutorial  I want to learn TensorFlow. Where to learn it? Which is the best website to learn TensorFlow? Thanks   Hello, TensorFlow is deep learning neural network concept based machine learning
ModuleNotFoundError: No module named 'tensorflow'
ModuleNotFoundError: No module named 'tensorflow'  Hi, My Python... 'tensorflow' How to remove the ModuleNotFoundError: No module named 'tensorflow' error? Thanks   Hi, In your python environment you
Best TensorFlow Tutorial
Best TensorFlow Tutorial  I want to learn TensorFlow. Where to learn it? Which is the best website to learn TensorFlow? Thanks   Hello, TensorFlow is deep learning neural network concept based machine learning
How to upgrade TensorFlow to 1.7
How to upgrade TensorFlow to 1.7  Hi, I have old version of TensoFlow installed on my computer. I want to upgrade it to latest version of TensorFlow. How to upgrade TensorFlow to 1.7? Thanks   Hi, I am assuming
tensorflow 1.12 python version
tensorflow 1.12 python version  Hi, The latest version of TensorFlow at this moment is TF 1.12. I want to install it on ubuntu and want to learn the version of python to be used. What is tensorflow 1.12 supported python
TensorFlow 2.0 import keras
TensorFlow 2.0 import keras  Hi, How to correctly import keras library in TensorFlow 2.0 application? Thanks   Hi, Now TensorFlow 2.0... have installed TensorFlow 2.0 then you can import it in your project
TensorFlow 2.0 import keras
TensorFlow 2.0 import keras  Hi, How to correctly import keras library in TensorFlow 2.0 application? Thanks   Hi, Now TensorFlow 2.0... have installed TensorFlow 2.0 then you can import it in your project
TensorFlow 2.0 import keras
TensorFlow 2.0 import keras  Hi, How to correctly import keras library in TensorFlow 2.0 application? Thanks   Hi, Now TensorFlow 2.0... have installed TensorFlow 2.0 then you can import it in your project
TensorFlow placeholder matrix
TensorFlow placeholder matrix  Hi, How to use the multi-dimensional matrix with TensorFlow? I am searching for TensorFlow placeholder matrix with multi dimensions. Thanks   Hi, TensorFlow supports multi-dimensional
How hard is it to learn TensorFlow?
How hard is it to learn TensorFlow?  Hi, I am beginner in machine... it quickly. How I should start learning it? How hard is it to learn TensorFlow... TensorFlow then its going to be little difficult. If you have prior programming
TensorFlow Tutorials
TensorFlow tutorials and examples In this section we are providing many tutorials and example of TensorFlow machine learning framework. TensorFlow... large scale machine learning systems. TensorFlow supports CPU, GUP and TPU
TensorFlow Tutorials
TensorFlow tutorials and examples In this section we are providing many tutorials and example of TensorFlow machine learning framework. TensorFlow... large scale machine learning systems. TensorFlow supports CPU, GUP and TPU
TensorFlow Tutorials
TensorFlow tutorials and examples In this section we are providing many tutorials and example of TensorFlow machine learning framework. TensorFlow... large scale machine learning systems. TensorFlow supports CPU, GUP and TPU
TensorFlow Tutorials
TensorFlow tutorials and examples In this section we are providing many tutorials and example of TensorFlow machine learning framework. TensorFlow... large scale machine learning systems. TensorFlow supports CPU, GUP and TPU
TensorFlow Tutorials
TensorFlow tutorials and examples In this section we are providing many tutorials and example of TensorFlow machine learning framework. TensorFlow... large scale machine learning systems. TensorFlow supports CPU, GUP and TPU
TensorFlow Tutorials
TensorFlow tutorials and examples In this section we are providing many tutorials and example of TensorFlow machine learning framework. TensorFlow... large scale machine learning systems. TensorFlow supports CPU, GUP and TPU
Is There any online practical tutorial for TensorFlow?
Is There any online practical tutorial for TensorFlow?  Hi, Searching for many examples of TensorFlow. Is There any online practical tutorial for TensorFlow? Thanks   Hi, Here we many example of TensorFlow which you
Why TensorFlow is called TensorFlow?
Why this programming language is called TensorFlow? Google Brain team... in the previous tutorial "What is TensorFlow?" TensorFlow is open source... development. TensorFlow programming langue uses computational graph which represents

Ads