If you do #LLM on #AMD #Rocm platforms, this really speeds up the processing - tested this on Whisper
export TORCH_ROCM_AOTRITON_ENABLE_EXPERIMENTAL=1
#rocm
AMD Radeon AI PRO R9700: Kết quả benchmarks ROCm & Vulkan với llama.cpp. Sử dụng CPU Ryzen 7 5800X, RAM 64GB, ROCm 7.1.1. ROCm nhanh hơn trong xử lý đầu vào (prompt), Vulkan hiệu quả hơn ở token generation. Một số mô hình như gpt-oss 20B MXFP4 MoE đạt ~18K output words (Vulkan 32 batch). Ghi chú: Hiệu suất giảm khi tăng context dài, ROCm ổn định hơn. #AMD #AI #ROCm #Vulkan #llamaCPP #Benchmark #CôngNghệViSửLiệu #ThửNghiệmMáyTính #AMD_R9700 #GPU_Amsterdam #TríTuệNhânTạo
#ZLUDA For #CUDA On Non-NVIDIA GPUs Enables #AMD #ROCm 7 Support
ZLUDA is working on bringing CUDA to non-NVIDIA GPUs. While there were prior versions focused originally on Intel GPUs and then for a while AMD-financed work on Radeon/ROCm support, the current take is on being a multi-vendor CUDA implementation and with a special focus on getting CUDA #AI workloads up and running.
https://www.phoronix.com/news/ZLUDA-ROCm-7
ZLUDA: CUDA ohne NVIDIA-GPU unterstützt ROCm7
https://linuxnews.de/zluda-cuda-ohne-nvidia-gpu-unterstuetzt-rocm7/ #zluda #cuda #nvidia #amd #rocm #linux #linuxnews
Chopper: A Multi-Level GPU Characterization Tool & Derived Insights Into LLM Training Inefficiency
Good to see this happening. It was already a pain to configure and install rocm under Linux. It will also create a more even playfield for us all, so AMD videocards can just as easy being used (instead of only nvidia cuda).
https://canonical.com/blog/canonical-amd-rocm-ai-ml-hpc-libraries
Ich finde #Krita #AIDiffusion sieht relativ interessant aus. Leider baut das #PKG gerade nicht🙄
#EasyDiffusion funktioniert irgendwie auch nicht mit #RDNA4 #GPU. Generell nicht so leicht #Stablediffusion mit einer #AMD Karte zum laufen zu bringen😞
#Pytorch #ROCM
https://github.com/Acly/krita-ai-diffusion?tab=readme-ov-file
ブログ更新
ROCm + RDNA 4 GPU で発生していたメモリアクセスエラーが修正される
https://www.coelacanth-dream.com/posts/2025/12/13/rocm-rdna4-memory-access-error/
#AMD #ROCm 7.10 Released - #StrixPoint APUs Now Officially Supported
Most exciting with ROCm 7.10 is expanded hardware support. Some previously-dropped older Instinct products have been restored to a supported state with ROCm 7.10. Vairous AMD Ryzen AI 300 series APUs have also been added to the "supported" list even with much of the functionality working previously in an unofficial manner with prior ROCm 7.x/6.x releases.
https://www.phoronix.com/news/AMD-ROCm-7.10-Released
So sánh hiệu năng GPU qua benchmark nhân ma trận BF16 8192x8192. B200 dẫn đầu với 1629,45 TFLOPS và thời gian 306,85ms, vượt trội H200 SXM (680 TFLOPS), MI300X (464,9 TFLOPS) và các dòng RTX. Tesla V100 và Colab T4 "chậm như rùa". Kết luận: Mini PC Strix Halo (khoảng 59 TFLOPS) đủ dùng, thêm RTX 3090 nếu cần CUDA. #GPU #TFLOPS #ĐánhGiáHiệuNăng #MáyTínhChơiGame #AI #AMD #NVIDIA #ROCm #MLX #Kaggle #Colab #DGXSpark #TechNews #CôngNghẹ #TestingGPU #Benchmarks #ViễnThông #TechCompare #VietnamTech
ht
Next #Ubuntu LTS will have #AMD #ROCm as part of universal repo. This is nice. 😎 It's not difficult to install on your own, but can be annoying on upgrades.
Now, I can leave that responsibility to Ubuntu and do all the other things. 😅
https://canonical.com/blog/canonical-amd-rocm-ai-ml-hpc-libraries
AMD ROCm support is being prepped for Ubuntu 26.04 LTS!
Canonical is Bringing AMD ROCm to Ubuntu 26.04 Repos #news #ai_ml #amd #rocm #ubuntu_26.04_lts
https://www.omgubuntu.co.uk/2025/12/ubuntu-26-04-amd-rocm-official-repositories
#Canonical To Distribute #AMD #ROCm Libraries With #Ubuntu 26.04 LTS
“Canonical has formed a dedicated team of engineers to package the AMD ROCm software libraries to streamline installation, support, and long-term maintenance on Ubuntu. Canonical will also submit these packages for consideration in Debian,” said Ubuntu maker Canonical in a press release
These AMD ROCm packages will begin with Ubuntu 26.04 LTS and continue for subsequent releases: Ubuntu 26.10, 27.04, etc
https://www.phoronix.com/news/AMD-ROCm-Ubuntu-26.04-LTS
Dùng GPU AMD đời cũ (RDNA2/CDNA) cho HAXeNAS còn mâu thuẫn. AMD xác nhận hỗ trợ từ CDNA/RDNA2 nhưng tài liệu lại liệt kê RX 7700 XT/RDNA3 là mức thấp nhất. Làm sao để chọn GPU 16GB tiết kiệm, tiết điện mà phù hợp? NPU vẫn chưa đủ chín. #AMD #ROCm #Linux #NAS #HomeAssistant #CôngNghệ #TiếtKiệmĐiện #TươngThíchGPU
https://www.reddit.com/r/ollama/comments/1phi3ln/confused_about_rocm_hardware_support/
AMD just reinvented the wheel with a #GPU #debugger that is as useful as a screen door on a submarine. 🚢🔧 After years of pondering why GPUs don't have CPU-like debuggers, someone invented a tool that almost works... if you're in the #ROCm club. 🤦♂️🎉 Good luck debugging outside that sandbox, folks!
https://thegeeko.me/blog/amd-gpu-debugging/ #AMD #Innovation #TechNews #DebuggingTools #HackerNews #ngated
Hướng dẫn chạy mô hình Qwen3-Next-80B GGUF trên Ryzen AI MAX 395 (Strix Halo) dùng ROCm chỉ với 3 lệnh! Lemonade SDK giúp tự động hóa quá trình tải llama.cpp và mô hình. Hiện tại tốc độ chưa tối ưu, nhưng đây là bước thử nghiệm công nghệ tiên tiến.
#Qwen3Next80B #RyzenAIMAX395 #ROCm #GGUF #LLM #AI #LocalAI #HowTo #MôHìnhNgônNgữ #HướngDẫn #MáyTínhCáNhân
Finally enabled OpenCL support in Darktable 5.0.1 on Debian 13 with AMD integrated GPU! First, `sudo apt-get install ocl-icd-libopencl1 rocm-opencl-icd`. However, `darktable-cltest -d verbose` shows "failed to compile program `demosaic_ppg.cl'!" and "fatal error: malformed or corrupted AST file: 'could not find file '/usr/lib/llvm-17/lib/clang/17/include/opencl-c-base.h'". Solution: `sudo apt-get install libclang-common-17-dev`.
#darktable #opencl #rocm #debian #amdgpu #linux
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