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Five major trends in deep learning in 2022

Five major trends in deep learning in 2022

Deep learning can be defined as a form of machine learning based on artificial neural networks that utilizes multiple layers of processing in order to progressively extract better and more advanced insights from data. Essentially, it’s just a more sophisticated application of artificial intelligence platforms and machine learning. Here are some of the hot trends in deep learning: Model Scaling Much of the excitement in deep learning currently focuses on scaling large, relatively general models, now known as base models. They are demonstrating surprising abilities such as generating novel text, generating images from text, and generating videos from text. Any technique that extends an AI model adds more capabilities to deep learning. This is reflected in algorithms that go beyond simple responses to multifaceted answers and actions,

Apr 09, 2023 pm 03:31 PM
人工智能 深度学习
PyTorch is transferred to the Linux Foundation, which will have a significant impact on AI research

PyTorch is transferred to the Linux Foundation, which will have a significant impact on AI research

Recently, PyTorch founder Soumith Chintala announced on the PyTorch official website that PyTorch, as a top-level project, will be officially transferred to the Linux Foundation (LF), named PyTorch Foundation. PyTorch was born in January 2017 and launched by Facebook Artificial Intelligence Research (FAIR). It is a Python open source machine learning library based on Torch and can be used for applications such as natural language processing. As one of the most popular machine learning frameworks, PyTorch currently has over 2,400 contributors and is based on PyTorch

Apr 08, 2023 pm 09:11 PM
PyTorch FAIR Torch
Let's talk about whether golang is popular or not?

Let's talk about whether golang is popular or not?

In recent years, golang has received more and more attention and has emerged in the industry. So, what are the characteristics of golang? Is it really that hot? This article will provide a detailed introduction and analysis of golang. Golang, the full name of Go Programming Language, is an emerging programming language developed by Google. Once it was launched, it quickly won widespread praise in the industry and was considered to have the following advantages. 1. Efficiency Compared with other languages, Golang

Apr 05, 2023 pm 01:50 PM
How to evaluate golang

How to evaluate golang

Golang, also known as Go language, is a compiled, concurrent, open source programming language with garbage collection function developed by Google. Since its birth in 2009, Golang has been widely praised in the industry, showing excellent performance and reliability in fields such as Web development, network programming, and distributed system development. This article will discuss how to evaluate Golang from several aspects. First of all, Golang is a language that is very suitable for network programming. Because Golang has powerful concurrency capabilities, it can easily

Apr 05, 2023 am 09:09 AM
What should I do if the docker directory cannot be mounted?

What should I do if the docker directory cannot be mounted?

Docker is a popular application containerization technology that allows developers to package applications into a container so that the application can run seamlessly on any operating system. Among them, directory mounting is one of the most common functions in Docker, which allows us to use a directory or folder on the host in a Docker container. But sometimes, we may not be able to successfully mount the directory. Next, we will discuss possible problems and solutions. 1. Basic knowledge of Docker directory mounting In Docker, we can use

Apr 04, 2023 am 10:43 AM
Let's talk about the advantages and usage scenarios of Docker

Let's talk about the advantages and usage scenarios of Docker

In today's IT world, containerization technology has become a hot topic, and Docker is one of the representatives of containerization technology. Docker is an open source platform for building, distributing, and running applications. It packages, transports and deploys software in the form of application containers, allowing applications to be run and delivered in different environments. Advantages of Docker The biggest advantage of Docker is that it can easily solve cross-platform, cross-language and cross-cloud problems. Previously, software developers needed to work on different operating systems, different architectures, and

Apr 04, 2023 am 10:42 AM
What is the best book to read to learn docker operation and maintenance?

What is the best book to read to learn docker operation and maintenance?

With the rapid development of cloud computing technology, Docker has become the most popular containerization solution. Through Docker, we can package, deploy and run applications more conveniently and maintain consistency in different environments. For those who want to engage in Docker operation and maintenance, choosing a high-quality book to learn is a good choice. So, what is the best book to read to learn Docker operation and maintenance? Here are some excellent books recommended for everyone: 1. "Introduction to Docker Technology and Practical Combat" (Author: Li Baohua) This is

Apr 04, 2023 am 10:39 AM
Why you need a Golang deployment system

Why you need a Golang deployment system

Golang Deployment System Go or Golang is an open source programming language developed by Google and officially launched in 2009. Since its birth, Go has become the language of choice for many people. Golang not only has efficient memory management and coroutine support, but also has detailed language specifications and a rich standard library. Therefore, Golang is widely used in web services, cloud applications and other fields. However, even with the best languages, deployment can be a tricky problem. In order to solve this problem, Golang deployment was started

Apr 03, 2023 pm 02:08 PM
What containers are there in gitlab?

What containers are there in gitlab?

GitLab is an open source code hosting platform that provides developers with a convenient, efficient, and secure working environment. The core of GitLab is Git warehouse management and code sharing, and it also provides issues tracking, continuous integration and deployment and other functions. In containerized environments such as Docker and Kubernetes, GitLab also provides numerous container images, which are introduced one by one below. 1. GitLab Community EditionGitLab Community Edit

Apr 03, 2023 am 09:21 AM
Discuss how to deploy Golang cluster

Discuss how to deploy Golang cluster

With the rapid development of Internet technology and the gradual improvement of computer hardware levels, technologies such as cloud computing, big data, and artificial intelligence have gradually become hot topics in the current scientific and technological field. The technical implementation in these fields relies on the underlying cluster technology. Among them, the Golang programming language is highly regarded for its superior performance, strong portability and high development efficiency. This article will discuss how to deploy Golang cluster from three aspects: cluster infrastructure, Golang program deployment and cluster maintenance. 1. Cluster infrastructure 1.1 Cluster planning in building G

Apr 03, 2023 am 09:18 AM
BAT to Golang: The story of a career-changing programmer

BAT to Golang: The story of a career-changing programmer

BAT to Golang: The story of a career-changing programmer. As technology continues to develop, the work of programmers is also constantly changing. Some programmers leave their original industries and turn to technical work in other fields. I am one of them. I used to be a Java engineer at BAT company, and now I have turned to technical work in the field of Golang. This is the story of a career-changing programmer. Why change careers? After working at BAT for several years, I deeply realized that the field of programming language is a very important issue. Java at BAT Company

Apr 03, 2023 am 09:15 AM
Choose golang or python

Choose golang or python

With the rapid development of the Internet, competition in computer languages ​​has become increasingly fierce. Among them, Golang and Python are both programming languages ​​that have attracted much attention. Some programmers like Golang because of its excellent performance and concurrency support; while some programmers choose Python because it is better at data analysis and scientific computing. So, which language should you choose? Next, this article will compare several aspects of Golang and Python to help readers better choose the programming language that suits them. 1. Language

Mar 31, 2023 am 10:25 AM
Analyze some parts of Golang worth modifying

Analyze some parts of Golang worth modifying

Golang modification In the field of software development, Golang is currently a very popular programming language. Its emergence is due to the research and development of Google. Golang is designed to improve programmers' development efficiency while also taking into account the high performance of program running. Golang not only has the advantages of safety, simplicity, and ease of learning, but also has strong multi-core processing capabilities and advanced concurrent programming models. This development language has been widely used in Internet companies, such as: Google, Uber, Dropbox, Docker,

Mar 30, 2023 am 10:00 AM
Get an in-depth understanding of the language golang

Get an in-depth understanding of the language golang

With the rapid development of computer science, computer programming has become an indispensable part of today's world. In the past few decades, many programming languages ​​have developed very rapidly, such as C language, Java language, etc. However, in recent years, a new programming language is rising, and that is the Go language. It's called Golang. This article will introduce the development history, characteristics, application fields and other aspects of this language, in order to provide you with a more comprehensive understanding of the basic knowledge of this language. 1. The development history of the Go language. The Go language was originally a programming language developed by Google.

Mar 30, 2023 am 09:13 AM
go语言 Golang

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