AI>Learning Resources

GPU Programming with Triton (Manning)

ManningBooks

ManningBooks

Devtalk Sponsor

GPU Programming with Triton (Manning)

Until recently, writing GPU kernels for LLM training and inference meant learning low-level programming tools like CUDA and C++. Triton, an open source, Python-based DSL created by OpenAI, bridges the gap between high-level machine learning frameworks and low-level GPU programming. Triton is built into PyTorch 2 and backed by NVIDIA, Intel, AMD, and Red Hat.

Harshwardhan Fartale

If you’re working with AI training or inference and want more control over GPU performance, you might be interested in GPU Programming with Triton by Harshwardhan Fartale.

The book explores how to use Triton to write efficient custom GPU kernels in Python—without having to work directly in CUDA C++. Readers will learn how GPUs execute programs, how to build and optimize Triton kernels, and how to apply those skills to real AI workloads. It also covers practical techniques for identifying bottlenecks and improving the performance of training and inference.

It’s currently available through Manning’s Early Access Program, so the content will continue to develop as new chapters are released.

Don’t forget you can get 45% off with your Devtalk discount! Just use the coupon code “devtalk.com” at checkout :+1:

View thread on forum
#manning#published-book#cuda#pytorch#gpu-programming#triton#openai-triton#gpu-kernels
0 1 0

Where Next?

View thread on forum
manning
published-book
cuda
pytorch
gpu-programming
triton
openai-triton
gpu-kernels
Home AI>Learning Resources
#manning#published-book#cuda#pytorch#gpu-programming#triton#openai-triton#gpu-kernels
0 1 0
Last post

Popular Ai topics Top

ManningBooks
AI>Learning Resources

Build a Reasoning Model (From Scratch)
In Build a Reasoning Model (From Scratch), acclaimed ML research engineer Sebastian Raschka takes you inside the black box of reasoning-e...
manning.com
#ai#manning/python#published-book#machine-learning#llm#largeuage-models#reasoning-model
13 2325 4
New
ManningBooks
AI>Learning Resources

Reinforcement Learning for Business
Reinforcement Learning for Business teaches the essentials of business optimization using reinforcement learning and AI models through re...
manning.com
#ai#manning#published-book#machine-learning#reinforcement-learning#rl#deep-rl#optimization#business-optimization#operations-research#supply-chain#dynamic-pricing#logistics#ai-for-business#rlhf#ppo#dqn#actorcritic
4 540 2
New
ManningBooks
AI>Learning Resources

Build an AI Agent (From Scratch)
Build an AI Agent (From Scratch) is a step-by-step guide to creating a working AI agent, starting with the bare essentials and growing yo...
manning.com
#ai#llm#mcp#rag#llms#ai-agents
1 631 0
New
ManningBooks
AI>Learning Resources

Grokking AI Algorithms, Second Edition
Grokking AI Algorithms, Second Edition introduces the most important AI algorithms using relatable illustrations, interesting examples, a...
manning.com
#ai#manning#published-book#algorithms#artificial-intelligence
1 336 0
New
ManningBooks
AI>Learning Resources

Deep Learning with Python, Third Edition
The bestselling book on Python deep learning, now covering generative AI, Keras 3, PyTorch, and JAX! François Chollet and Matthew ...
manning.com
#ai#manning/python#published-book#machine-learning#tensorflow#deep-learning#keras#francois-chollet#pytorch
5 474 3
New
ManningBooks
AI>Learning Resources

The RLHF Book
After ChatGPT used RLHF to become production-ready, this foundational technique exploded in popularity. In The RLHF Book, AI expert Natha...
manning.com
#published-book
1 190 0
New
ManningBooks
AI>Learning Resources

Build AI-Enhanced Web Apps
Build AI-Enhanced Web Apps guides you through AI development using only JavaScript and other common web dev skills–no Python or Machine L...
manning.com
#ai#manning#published-book#webdev#webapps#llms
1 39 0
New
ManningBooks
AI>Learning Resources

Build Applications with Local AI Models on a Mac
Build Applications with Local AI Models on a Mac shows you exactly how to build and run a ChatGPT-style assistant entirely on your own Ma...
manning.com
#macos/python#langchain#llm#ollama#llama#streamlit#genai#pythonforai#aichatbot#privacyai#local-ai#applesilicon#opensourceai
2 188 4
New
ManningBooks
AI>Learning Resources

LLM Customization and Fine-Tuning
LLM Customization and Fine-Tuning is a hands-on playbook for turning a general-purpose open-weights model into a focused, cost-efficient ...
manning.com
#published-book
0 114 1
New
ManningBooks
AI>Learning Resources

Understanding AI
AI is everywhere—from the tools we use at work to the services and products we rely on every day. But keeping up with the terminology, ca...
manning.com
#ethical-ai
0 117 1
New

Other popular topics Top

PragmaticBookshelf
Backend>Learning Resources

Programming Machine Learning
Machine learning can be intimidating, with its reliance on math and algorithms that most programmers don't encounter in their regular wor...
pragprog.com
#pragprog#ai/python#published-book/book-programming-machine-learning#math#algorithms
6 5350 3
New
PragmaticBookshelf
Game Dev>Learning Resources

Apple Game Frameworks and Technologies
Design and develop sophisticated 2D games that are as much fun to make as they are to play. From particle effects and pathfinding to soci...
pragprog.com
#pragprog#ios#game-dev#macos/swift#published-book#apple/book-apple-game-frameworks-and-technologies
30 7995 10
New
AstonJ
General Dev>Dev Chat

How fast do you type? Check your WPM here!
Do the test and post your score :nerd_face: :keyboard: If possible, please add info such as the keyboard you’re using, the layout (Qw...
typing-speed-test.aoeu.eu
/keyboards
82 7682 31
New
Exadra37
Linux>Questions

What is the most minimalist Linux server distro?
I am asking for any distro that only has the bare-bones to be able to get a shell in the server and then just install the packages as we ...
#linux#servers
66 25846 24
New
PragmaticBookshelf
Backend>Learning Resources

Concurrent Data Processing in Elixir
Learn different ways of writing concurrent code in Elixir and increase your application's performance, without sacrificing scalability or...
pragprog.com
#pragprog/elixir#published-book/book-concurrent-data-processing-in-elixir
78 6059 24
New
PragmaticBookshelf
Backend>Learning Resources

Programming Phoenix LiveView
Build highly interactive applications without ever leaving Elixir, the way the experts do. Let LiveView take care of performance, scalabi...
pragprog.com
#pragprog/elixir/phoenix#published-book/book-programming-phoenix-liveview
84 14528 26
New
AstonJ
General Dev>Dev Chat

Languages Without Garbage Collection
Continuing the discussion from Thinking about learning Crystal, let’s discuss - I was wondering which languages don’t GC - maybe we can c...
#garbage-collection
21 5575 7
New
PragmaticBookshelf
Backend>Learning Resources

Programming WebRTC
Use WebRTC to build web applications that stream media and data in real time directly from one user to another, all in the browser. ...
pragprog.com
#pragprog#published-book/js#webrtc/book-programming-webrtc
27 6969 6
New
PragmaticBookshelf
Community>In The Spotlight

Spotlight: Mike Riley (Author) Interview and AMA!
Author Spotlight Mike Riley @mriley This month, we turn the spotlight on Mike Riley, author of Portable Python Projects. Mike’s book ...
#author-spotlight/python#iot/book-portable-python-projects#internet-of-things
62 7035 19
New
xiji2646-netizen
AI>Chat

Claude Code's entire source just leaked (512K lines) - anyone else digging through it?
Woke up to this today: Claude Code’s complete source code exposed via npm source map. Not a snippet. All 512,000 lines. 1,900 TypeScript ...
#claude
6 8359 5
New
Back to top

Sponsor Spotlight

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

AI>Learning Resources

AI Learning Resources ❯

Latest on Devtalk

Devtalk ❯

We ❤️ helpful members!

We reward our most helpful members via our MOTM scheme - by giving away a whopping 25 books per year!

Member of the Month

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

View all our sponsors ❯

Categories:

Sub Categories:

Popular Portals

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

View all our sponsors ❯

We're in Beta

About us Mission Statement See our Roadmap