Why companies are moving from TensorFlow to PyTorch

 A subcategory of machine learning, deep learning (also known as deep learning) uses multi-layered neural networks to scale up tasks that are still quite difficult for machines, such as image recognition, natural language processing (NPL) and automatic translation. 


The TensorFlow , who came from Google in 2015, has been the deep learning framework most popular open source research and business. But PyTorch , which emerged from Facebook in 2016, quickly achieved this solution, thanks to improvements made by the community in ease of use and deployment for an ever- expanding range of use cases. 


PyTorch is having a particularly strong adoption in the automotive industry - where it can be applied in autonomous steering systems from companies like Tesla and Lyft, at level 5 of automotive autonomy. The framework is also being used for content rating and recommendation in media companies and to assist support robots in industrial applications. 


Joe Spisak, artificial intelligence product leader at Facebook AI , told InfoWorld that, while he was pleased with the increase in PyTorch adoption by companies, there is still a lot of work to be done to achieve broader industry adoption. 

A Microsoft Certified IT Professional (MCITP) Database Administrator installs and maintains Microsoft SQL Server, multidimensional databases and user accounts as well as ensures database availability, recovery, and reporting.

"The next wave of adoption will come with enabling product lifecycle management, improvements to MLOps and Kubeflow pipelines , and [community participation] around that," he said. "For those at the beginning of the journey, the tools are very good, using managed and open source services such as SageMaker the AWS or Azure ML to start." 

Comments

Post a Comment

Popular posts from this blog

How to study for such an assessment?

 Studying for this type of test requires discipline, focus, dedication and special preparation. Just as a student is qualified for the entrance exam, the candidate must train to do well in the proficiency test. This means  dedicating exclusive time to studies  and immersing yourself in the English language. See more:  Amazon Saheli Quiz Answers Each proficiency test, of course, requires  different preparation , due to its particularities. Among the activities recommended for those who wish to  study on their own  are: redoing questions from previous exams, reading a lot of texts in English, training each of the tested skills. In addition, the candidate for certification must even prepare to complete each stage in the stipulated period, that is, train to perform the tests within the predetermined time limits. It is also important to deepen your studies, going beyond the specific vocabulary of your area. It is also essential to prepare yourself taking into account several aspects of the
Read more

Starting your computer for the first time - important points

So you've got your new computer and are ready to get started. When all the components of the computer are nearby, not connected to each other, a bunch of different wires around, it may seem that you will not be able to cope with this task. There is really no reason to panic. The first startup of the computer will proceed as planned. In most cases, a small manual on how to connect it comes with the computer. But, even if there is no such instruction, you can still piece together all the devices of your computer yourself in just a few simple steps . Preparing to launch the laptop If you bought a laptop or netbook , the preparation procedure before the first launch will take less than a minute. On some models it may be necessary to connect the battery. When the battery is in place, open the cover and press the power button. If the battery is not charged, you will need to connect the AC adapter that came with your laptop. You can continue to work while charging. If you need to connect
Read more

Natural Language Processing (PLN)

 Natural Language Processing (PLN) is an aspect of Artificial Intelligence (AI) that helps computers process and manipulate human language. The purpose of PLN is to serve as a bridge between the way humans communicate and understanding machines.   As much as the current applications of PLN suggest that it is a new technology, studies began in the 40s, through the creation of Machine Translation , which intended to differentiate languages ​​and adapt the syntax. In the following decade, Noam Chomsky published a theory on the generative capacity of languages ​​that brought computational and linguistic studies together.   Now that we’ve answered the question of what is SOW , it’s time to discuss the objective. The objective, or scope statement, clearly identifies the project’s objective and purpose.  From then on and until the mid-90s, studies aimed to adapt systems that perform tasks guided by dialogues, solve problems and deal with linguistic ambiguities.   For us, who are used to using
Read more