Evaluating MAX Engine inference accuracy on the ImageNet dataset
MAX Engine is a high-performance AI compiler and runtime designed to deliver low latency, and high-throughput inference for AI applications. We've shared how you can get started quickly with MAX in this getting started guide, and how you can deploy MAX Engine optimized models as a microservice using MAX Serving.
Optimize and deploy AI models with MAX Engine and MAX Serving
MAX Developer Edition preview is now available to developers worldwide and ICYMI, feel free to check out our getting started with MAX blog post. Today, I’d like to dive a little deeper and show how to build an end-to-end application using MAX.
MAX is here! What does that mean for Mojo🔥?
When we started Modular, building a programming language wasn't our goal, it ended up being a solution to a set of problems. Specifically, as we were building our platform to unify the world’s ML/AI infrastructure, we realized that programming across the entire stack was too complicated.
Getting started with MAX Developer Edition
Today we’re thrilled to announce that MAX Developer Edition is now available in preview for developers worldwide! 🥳🎉. In this developer blog post, we'll take an in-depth look at MAX, its key features and capabilities, and how to use it to deploy your first MAX optimized model. Using code examples we’ll illustrate its benefits, cover key concepts, and share additional resources to continue your MAX journey.
Announcing MAX Developer Edition Preview
Modular was founded on the vision to enable AI to be used by anyone, anywhere. We have always believed that to achieve this vision, we must first fix the fragmented and disjoint infrastructure upon which AI is built today. As we said 2 years ago, we imagine a different future for AI software, one that rings truer now than ever before
Mojo🔥 ♥️ Python: Calculating and plotting a Valentine’s day ♥️ using Mojo and Python
On Valentine’s Day yesterday, I wanted to create something special to celebrate my love for Mojo and Python. My search on the interwebs led me to a nifty little equation that plots a heart. The equation is quite simple and I’ll refer to this as the “heart equation” through the rest of this blog post
Mojo vs. Rust: is Mojo 🔥 faster than Rust 🦀 ?
Mojo is built on the latest compiler technology in MLIR, an evolution of LLVM which Rust lowers to, and so it can be faster. It depends largely on the skill of the programmer and how far they're willing to go with optimizations. Mojo's goal as a language, is to meet Python developers where they are, and allow them to learn some new tricks to optimize their code to the performance limits of any hardware.
What is loop unrolling? How you can speed up Mojo🔥 code with @unroll
Open any introductory programming book and you’ll find several pages dedicated to structured programming concepts, i.e. making use of loops, conditions and functions extensively for better clarity and maintainability for your code. It helps you express your ideas and solutions neatly and elegantly in code. However, these benefits come at a cost: performance overhead.
Mojo🔥 SDK v0.7 now available for download!
Mojo SDK v0.7 is the first big release of Mojo🔥 in 2024, and it’s chock full of new language and standard library feature goodness. In this blog post, I’ll share some of the key highlights from this release with examples, and discuss what they are and when to use them. I’m only going to cover the new features, for a complete list of what’s new, what’s changed, what’s removed, and what’s fixed in this release, be sure to check out the changelog in the Mojo documentation.