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

AI Model Evaluation
Before deploying an AI model into production, you need to know more than just its accuracy. Will it be fast enough for your users? Will i...
manning.com
#manning#published-book#machine-learning#ai-model-evaluation#mlops#ai-evaluations#ml-observability#llm-evaluation#human-in-the-loop#responsible-ai
5 663 3
New
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

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

Hugging face in Action
Hugging Face in Action reveals how to get the absolute best out of everything Hugging Face, from accessing state-of-the-art models to bui...
manning.com
#ai#manning#published-book#computer-vision#langchain#llm#rag#transformers#hugging-face#autotrain#llamaindex#langflow#gradio
0 1 0
New
ManningBooks
AI>Learning Resources

Retrieval Augmented Generation, The Seminal Papers
Retrieval Augmented Generation, The Seminal Papers explores 12 foundational research papers that explain why RAG works, how it’s built, a...
manning.com
#manning#published-book#llm#rag#retrieval-augmented-generation
0 1 0
New
ManningBooks
AI>Learning Resources

Quantization and Fast Inference
Today’s AI models demand a lot of memory, compute, and server horsepower–which quickly translates into cost. Quantization and Fast Infere...
manning.com
#manning#published-book#mlops#pytorch#efficient-ai#quantization#edge-ai#model-compression
0 1 0
New
ManningBooks
AI>Learning Resources

Building Agentic Applications with CrewAI and MCP
Building Agentic Applications with CrewAI and MCP by Max Gfeller is a practical, example-driven guide to designing AI systems that plan, ...
manning.com
#mcp#ai-agents#multi-agent-systems#agentic-ai#ai-engineering#crewai
0 59 1
New
ManningBooks
AI>Learning Resources

Crack Any Codebase with AI
Crack Any Codebase with AI shows you how to use an efficient AI-driven process to quickly and accurately make sense of any software proje...
manning.com
#ai#manning#published-book
0 2 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

Other popular topics Top

AstonJ
General Dev>Hardware

Which keyboard do you have?
If it’s a mechanical keyboard, which switches do you have? Would you recommend it? Why? What will your next keyboard be? Pics always w...
#hardware/keyboards#sticky#mechanical-keyboards
144 9115 50
New
PragmaticBookshelf
General Dev>Learning Resources

The Pragmatic Programmer, 20th Anniversary Edition
Andy and Dave wrote this influential, classic book to help their clients create better software and rediscover the joy of coding. Almost ...
pragprog.com
#pragprog#published-book/book-the-pragmatic-programmer-20th-anniversary-edition
4 4782 0
New
PragmaticBookshelf
General Dev>Learning Resources

Seven More Languages in Seven Weeks
Learn from the award-winning programming series that inspired the Elixir language, and go on a step-by-step journey through the most impo...
pragprog.com
#pragprog/elixir/julia/lua#published-book#factor/elm#minikanren/idris/book-seven-more-languages-in-seven-weeks
4 5862 0
New
Exadra37
General Dev>Hardware

What monitor(s) do you have for programming?
Please tell us what is your preferred monitor setup for programming(not gaming) and why you have chosen it. Does your monitor have eye p...
#monitors#coding#programming#development
227 11362 88
New
PragmaticBookshelf
Data Science

Genetic Algorithms in Elixir
From finance to artificial intelligence, genetic algorithms are a powerful tool with a wide array of applications. But you don't need an ...
#pragprog#ai/elixir#published-book/book-genetic-algorithms-in-elixir
25 5243 6
New
AstonJ
General Dev>Hardware

BIIP MT3 Extended 2048 Custom Keycap Set (Drop)
This looks like a stunning keycap set :orange_heart: A LEGENDARY KEYBOARD LIVES ON When you bought an Apple Macintosh computer in the e...
/keyboards#apple#keycaps#mechanical-keyboards
14 6713 7
New
AstonJ
Backend>Chat

How to install Ruby 3 with ASDF
In case anyone else is wondering why Ruby 3 doesn’t show when you do asdf list-all ruby :man_facepalming: do this first: asdf plugin-upd...
/ruby#asdf
11 5961 4
New
PragmaticBookshelf
Community>In The Spotlight

Spotlight: Peter Ullrich (Author) Interview and AMA!
Author Spotlight: Peter Ullrich @PJUllrich Data is at the core of every business, but it is useless if nobody can access and analyze ...
/elixir/phoenix/book-building-table-views-with-phoenix-liveview
72 4765 21
New
PragmaticBookshelf
General Dev>Learning Resources

A Common-Sense Guide to Data Structures and Algorithms in Python, Volume 1
Big O Notation can make your code faster by orders of magnitude. Get the hands-on info you need to master data structures and algorithms ...
pragprog.com
#pragprog/python#published-book/book-a-common-sense-guide-to-data-structures-and-algorithms-in-python-volume-1
24 5988 11
New
AstonJ
Backend>Questions

Psql: error: connection to server on socket "/tmp/.s.PGSQL.5432" failed: No such file or directory
If you’re getting errors like this: psql: error: connection to server on socket “/tmp/.s.PGSQL.5432” failed: No such file or directory ...
#macos/rails/postgresql
1 5553 1
New
Back to top

Sponsor Spotlight

AppSignal

Catch errors, track performance, monitor hosts and more.

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