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CASS: Nvidia to AMD Transpilation with Data, Models, and Benchmark

#CUDA #HIP #OpenCL #PTX #Performance #Package

https://hgpu.org/?p=29913

CASS: Nvidia to AMD Transpilation with Data, Models, and Benchmark

We introduce CASS, the first large-scale dataset and model suite for cross-architecture GPU code transpilation, targeting both source-level (CUDA<->HIP) and assembly-level (Nvidia SASS<-&g…

hgpu.org

Whoa. First new personal computer hardware in a long while and it shows. #darktable is _very_ fast on the new framework 13. Enabled opencl via rocm and did have some weird behavior last night, but I've yet to reproduce.

I may actually get through my backlog of edits one of these days :)

#Framework13 #amd #rocm #opencl #fedora

A little bit like #fractalFlame
Made with #openFrameworks and #OpenCL

Comparing Parallel Functional Array Languages: Programming and Performance

#OpenCL #HIP #CUDA #Performance #Package

https://hgpu.org/?p=29901

Comparing Parallel Functional Array Languages: Programming and Performance

Parallel functional array languages are an emerging class of programming languages that promise to combine low-effort parallel programming with good performance and performance portability. We syst…

hgpu.org

Exploration of Cryptocurrency Mining-Specific GPUs in AI Applications: A Case Study of CMP 170HX

#OpenCL #CUDA #Performance #Benchmarking

https://hgpu.org/?p=29900

Exploration of Cryptocurrency Mining-Specific GPUs in AI Applications: A Case Study of CMP 170HX

This study systematically tests a computational power reuse scheme proposed by the open source community disabling specific instruction sets (Fused Multiply Add instructions) through CUDA source co…

hgpu.org
NVIDIA B200 - OpenCL Hardware Database by Sascha Willems

@jannem llama.cpp has support for Vulkan and OpenCL. It also supports SYCL, if that's interesting to you. #OpenCL #Vulkan #SYCL

I wish #pytorch wasn't CUDA/ROCm only :(

I know I *can* use the nodes at work, but that's not the point. I want to use my own new toy, not somebody else's.

Any DL framework out there with good support for #Vulkan or #Opencl ?

Scaling On-Device GPU Inference for Large Generative Models

#CUDA #OpenCL #LLM

https://hgpu.org/?p=29884

Scaling On-Device GPU Inference for Large Generative Models

Driven by the advancements in generative AI, large machine learning models have revolutionized domains such as image processing, audio synthesis, and speech recognition. While server-based deployme…

hgpu.org