https://foojay.io/today/author/juan-fumero/Articles written by Juan Fumero on foojay.io - Friends Of OpenJDKHugoen-usThu, 19 Sep 2024 07:50:28 +0000https://foojay.io/today/tornadovm-for-risc-v-accelerators/Thu, 19 Sep 2024 07:50:28 +0000https://foojay.io/today/tornadovm-for-risc-v-accelerators/<h2 id="takeaways">Takeaways</h2> <ul> <li>RISC-V is an open standard instruction set architecture that anyone can use to build new processors and accelerators, for example, for AI.</li> <li>oneAPI Construction Kit (OCK) is a new framework that allows software developers and system designers to bridge the gap between hardware accelerators and open standards, by enabling a programming system to implement domain specific instructions for modern hardware such as RISC-V accelerators and custom processors.</li> <li>TornadoVM, a parallel programming framework for Java, can take advantage of OCK to offload and accelerate Java workloads on RISC-V chips. This post shows how to run on RISC-V CPUs with vector extensions.</li> </ul> <h2 id="introduction">Introduction</h2> <p><a href="https://riscv.org/" title="RISC-V" target="_blank" rel="noopener noreferrer">RISC-V</a> is an open standard instruction set architecture (ISA) based on the principles of reduced instruction sets (RISC). RISC-V is freely available under open licences, allowing anyone to design, modify and implement RISC-V processors.</p>https://foojay.io/today/the-tornadovm-programming-model-explained/Tue, 28 May 2024 11:01:14 +0000https://foojay.io/today/the-tornadovm-programming-model-explained/<h2 id="key-takeaways">Key Takeaways</h2> <p><img src="https://foojay.io/today/the-tornadovm-programming-model-explained/back-c8acc920.jpg" alt="" width="1600" height="914" loading="lazy" decoding="async"></p> <ul> <li><a href="https://github.com/beehive-lab/TornadoVM/" target="_blank" rel="noopener noreferrer">TornadoVM</a> offers an API for parallel programming on modern hardware that tackles data parallel, task parallel and pipeline parallel applications.</li> <li>TornadoVM offers different abstractions to developers to be able to express parallel applications in Java, identify the methods to offload, and dispatch the application on the corresponding accelerators.</li> <li>Task-Graphs and Execution Plans are the main building blocks of TornadoVM applications, allowing developers to compose complex graphs of computations and interact with the TornadoVM runtime to enable/disable profiling, enable debugging, or enable dynamic reconfiguration to select the best possible accelerators for the compute graphs.</li> </ul> <p>In this blog post, I will explain how developers can start programming with TornadoVM and interact with the TornadoVM runtime.</p>