Menu
TensorFlow is still one of the popular Deep learning frameworks. It has been used in many different fields of applications including handwritten digit classification, image recognition, object detection, word embeddings, and natural language processing (NLP).
![]()
In September last year, 2019, Google finally announced the availability of the final release of TensorFlow 2.0. With eager execution by default and tight integration with Keras, now TensorFlow 2.0 makes the development of machine learning applications much easier than before.
Go to the directory where tmp and tensorflow are stored, run pip install /tmp/tensorflowpkg/tensorflow-1.2.0rc0-cp35-cp35m-macosx109x8664.whl Now you did it. Share improve this answer follow. Tensorflow is an amazing tool, but it can be intimidating to get it up and running. I wanted to help someone get started with Tensorflow on a Mac, and if I had written all of this down then I could have just given them a link. This post isn’t a captivating read, it’s basically a list of commands, but it allows me to easily share my setup instructions. I’ll try to give a short explanation. Locate Anaconda. The first step you need to do is to locate the path of Anaconda. You will create a. Below is a video explaining the Tensorflow (CPU) installation on a Mac: If you want to upgrade the Tensorflow on your Mac, the command to be typed is as follows: pip install -upgrade tensorflow If you wish to see how you can install Tensorflow on your Windows computer, visit our blog here: https://www.youngwonks.com/blog/How-to-install-Tensorflow-on-Windows.
We can now easily debug TensorFlow’s variables and print their values just like in the standard Python. That’s way, TensorFlow 2.0 is more friendly than the older version 1.x.
For those of you who don’t have prior experience with this topic, this post is special for you. How to download mac os sierra on windows 10. Here, I’m going to show you how to install TensorFlow 2.0 in Anaconda.
What is Anaconda and why I recommend it?
Anaconda is a Python-based data processing built for data science. It comes with many useful built-in third-party libraries. Installing Anaconda meaning installing Python with some commonly used libraries such as Numpy, Pandas, Scrip, and Matplotlib.
For a Python developer or a data science researcher, using Anaconda has a lot of advantages, such as independently installing/updating packages without ruining the system. So, we no need to worry about the system library or anything like that. This can save time and energy for other things.
Anaconda can be used across different platforms, Windows, macOS, and Linux. If we want to use a different Python version or package libraries, just create a different environment and play around without any risk of crashing the system library.
Now, let’s install Anaconda first.
Installing Anaconda
Anaconda is available for Windows, Mac OS X, and Linux, you can find the installation file in the anaconda official site. I suggest you choose the Python version 3.7 64-bit installer if you have a 64-bit machine, otherwise choose the 32-bit installer, instead. If you need, you can easily install Python 2.7 versions later.
In case you have already installed Python on your computer, don’t worry, it won’t ruin anything. Instead, the default Python used by your programs will be the one that comes with Anaconda. Go ahead and choose the appropriate version, follow the instructions and install it.
I will let you explore it, but anyhow, if you have any problem, you can simply post a comment in the comment section and I will try to do my best for you.
(Note: For more details on how to use Anaconda, you can visit the Anaconda user guide here).
Now, we’re going to create our first environment, but be sure that you’ve installed Anaconda on your computer. Download mono for visual studio mac.
Creating an EnvironmentHow To Download Tensorflow On Mac Download
Open Anaconda prompt, and create a new environment called yolov3_tf2 ( I gave this name because it relates to my next article about the implementation of YOLOv3 in TensorFlow 2.0). You can name it whatever you want. Just type or copy the following command to your Anaconda prompt and hit Enter.
After that, you will be prompted something like this, just type ‘y‘ and then hit the Enter.
Note: you might be prompted a bit different to this, it doesn’t matter just hit Enter, Anaconda will do the best for you.
Wait until all packages installed successfully, and then you can activate your new Anaconda environment. Download ms outlook for mac free.
Copy and paste this command to your Anaconda prompt and hit Enter.
https://lolnew386.weebly.com/blog/fleetwood-mac-dreams-psychemagik-remix-download. Now, your Conda’s environment is ready to use. Let’s install TensorFlow 2.0.
Installing TensorFlow 2.0
When you are in the yolov3_tf2 environment, now you can install any package you want. To install TensorFlow 2.0, type this command and hit Enter.
GPU:
CPU:
Verify the Cuda toolkit and
cudnn that will be installed, it must come with Cudatoolkit 10 and cudnn 7.6 . If everything goes right, just type ‘y’ and hit Enter.
How To Download Tensorflow On Mac File
Basically, your TensorFlow has been installed now. Let’s check whether it’s installed correctly or not.
Type python in Anaconda command prompt and hit Enter, your Python must be version 3.7, then type import tensorflow as tf and hit Enter, followed by typing tf.__version__ and hit Enter. If you have TensorFlow installed on your environment, you’ll get no errors, otherwise, you’ll need to re-install it.
If everything has been installed correctly, you’ll get the result as shown in the figure below. Your TF version must be ‘2.0.0’.
How To Download Tensorflow On Mac Version
See you and check this out, my tutorial about YOLOv3 object detection.
Comments are closed.
|
AuthorWrite something about yourself. No need to be fancy, just an overview. Archives
December 2020
Categories |