New article about Optimizing GPU Programs from Java using Babylon and HAT.

Using the matrix multiplication as an example, this article explains how Java developers can tune GPU workloads from the Java compute-kernels to achieve performance close to native cuBLAS, scaling from 7 GFLOP/s on CPUs to 14 TFLOP/s on an NVIDIA A10 GPU, just using Babylon's code reflection APIs and careful designed APIs for GPUs.

https://openjdk.org/projects/babylon/articles/hat-matmul/hat-matmul

#java #gpu #babylon

Really fun and interesting podcast with
Adam Bien. In this one we talk about the status of TornadoVM and all new changes, API design and optimisations we had to do to run LLMs more efficiently on integrated and discrete GPUs.

🎧https://airhacks.fm/#episode_346

New blogpost: Guidelines to install and configure Unsloth locally, a framework for optimising fine tuning of large language models. This guide details the configuration for Linux systems to run with NVIDIA GPUs.

🔗 https://jjfumero.github.io/posts/2025/04/17/unsloth-linux-install

🚀 Learn how to accelerate performance on RISC-V CPUs using TornadoVM & vector instructions via the oneAPI Construction Kit in my latest article.

In this article I explore the #RISCV architecture, talk briefly about the RISC-V extensions, some real hardware and the status of #Java for RISC-V. Then, I explore how we are using #TornadoVM and the oneAPI Construction Kit (#OCK) to accelerate Java workloads on RISC-V CPUs with vector extensions.

https://jjfumero.github.io/posts/2025/05/05/riscv-java-acceleration

Hardware #Acceleration for #Java Ray Tracing: #TornadoVM in Action

https://www.youtube.com/watch?v=7q9AGvpZ4Hw

New blogpost: Learn how to build JDK 21 and JDK 25 with the HotSpot Disassembler (HSDIS) plugin enabled for Linux. `hsdis` is a tool to inspect the JVM’s JIT-compiled assembly code, and this post explains how to configure it:

🔗 https://jjfumero.github.io/posts/2025/02/14/jdk-hsdis-build

#java #hsdis #openjdk

New Article: #Babylon OpenJDK - A Guide for Beginners and Comparisons with #TornadoVM

🔗https://jjfumero.github.io/posts/2025/02/07/babylon-and-tornadovm

#java #ai #gpus #openjdk

How to Fix CUDA GCC Unsuported Versions on Linux

🔗 https://jjfumero.github.io/posts/2025/01/16/cuda-gcc-versions

New post: Learn how to setup WSL for GPU compute, including TornadoVM

🔗https://jjfumero.github.io/posts/2025/01/14/gpu-wsl