TornadoVM
GraalVMREPL
| TornadoVM | GraalVMREPL | |
|---|---|---|
| 22 | 1 | |
| 1,120 | 32 | |
| 1.4% | - | |
| 9.9 | 2.6 | |
| 1 day ago | over 2 years ago | |
| Java | Java | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
TornadoVM
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Intel Gaudi 3 AI Accelerator
You don't need to use C++ to interface with CUDA or even write it.
A while ago NVIDIA and the GraalVM team demoed grCUDA which makes it easy to share memory with CUDA kernels and invoke them from any managed language that runs on GraalVM (which includes JIT compiled Python). Because it's integrated with the compiler the invocation overhead is low:
https://developer.nvidia.com/blog/grcuda-a-polyglot-language...
And TornadoVM lets you write kernels in JVM langs that are compiled through to CUDA:
https://www.tornadovm.org
There are similar technologies for other languages/runtimes too. So I don't think that will cause NVIDIA to lose ground.
- Java VectorAPI compatiblity with TornadoVM GPU programming framework
- Java GPU pre/post processing with ONNX RT and TornadoVM
- FLaNK Stack 05 Feb 2024
- FLaNK 25 December 2023
- GPU Acceleration for Python, JavaScript, Ruby from Java with Truffle
- TornadoVM v1.0 Released
- TornadoVM 1.0
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From CPU to GPU and FPGAs: Supercharging Java Applications with TornadoVM [video]
Presented by Juan Fumero, PhD & Research Fellow (The University of Manchester, UK) during the JVM Language Summit 2023 (Santa Clara CA).
More information on TornadoVM can be found at https://www.tornadovm.org/
Tags: #Java #JVMLS #GPU #FPGA #OpenJDK #GraalVM #AI
GraalVMREPL
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Kotlin 1.6.0 has been released!
Interpreted mode is supported for Ios https://github.com/lazar-mitrovic/GraalVMREPL But yeah kotlin native has AOT on IOS. I think that for maximal performance, graalvm native should be used on every platform except IOS where builds would be made with kotlin native
What are some alternatives?
Aparapi - The New Official Aparapi: a framework for executing native Java and Scala code on the GPU.
es4x - 🚀 fast JavaScript 4 Eclipse Vert.x
openapi4j - OpenAPI 3 parser, JSON schema and request validator.
certificate-ripper - 🔐 A CLI tool to extract server certificates
kattlo-cli - Kattlo CLI Project
picocli - Picocli is a modern framework for building powerful, user-friendly, GraalVM-enabled command line apps with ease. It supports colors, autocompletion, subcommands, and more. In 1 source file so apps can include as source & avoid adding a dependency. Written in Java, usable from Groovy, Kotlin, Scala, etc.
junodb - JunoDB is PayPal's home-grown secure, consistent and highly available key-value store providing low, single digit millisecond, latency at any scale.
spring-native - Spring Native is now superseded by Spring Boot 3 official native support
jr - JR: streaming quality random data from the command line
kotlin - The Kotlin Programming Language.
StableStudio - Community interface for generative AI
spring-fu - Configuration DSLs for Spring Boot