.:\dGh/:.I've never seen more hangs with ROCm 7 than at the Tyburn Tree.
Just tried to use on a 760M with 32GB of RAM. I had to resort to Vulkan.
HabrTriton, Flash-attension, Sage-attension и bitsandbytes с Rocm7 в Windows
В конце января 2026 вышел triton-windows 3.6.0.post25 , который позволяет использовать flash-attention , sage-attention (v1) и другие библиотеки, использующие Triton, на картах AMD с поддержкой rocWMMA в Windows. Также, несмотря на то, что в официальном репозитории bitsandbytes еще не приняли PR для поддержки ROCm 7, его все же можно собрать, внеся небольшие изменения в код. Эти изменения я уже сделал в своем форке. В этой статье я расскажу, как установить все это себе, а также для примера запустим пару тестов в ComfyUI, в том числе со свежей LTX-2, и сделаем Qlora адаптер для модели Gemma 3.
https://habr.com/ru/articles/987672/
#triton #amd #rx7900 #sageattention #flashattention #bitsandbytes #rocm #rocm7 #comfyui #ltx2
Jan AntošSo If someone as me will be chased why #pytorch #rocm7 on #AMD Strix APU (Ryzen AI Max 395) is utilising GTT memory instead of VRAM, be aware this is normal behaviour as since about kernel 6.15+ amdgpu driver is opting to use on APU(iGPU) GTT when it is bigger than VRAM, the solution to this is A) increase VRAM size in bios or B) decrease GTT size via kernel parameters.
Собираем ROCm 7.1 + PyTorch в Windows под свои GPU
В этой статье я поделюсь опытом сборки еще не вышедшей на момент написания ROCm 7 под свои GPU, даже если их нет в списке официально поддерживаемых архитектур. Затем покажу, как с собранным ROCm 7 собрать PyTorch и запустить ComfyUI.
https://habr.com/ru/articles/967998/
#rocm #rocm7 #cuda #miopen #pytorch #comfyui #stablediffusion #ml #llm #ai
Reddit Tech VN BotROCm 6.4 đạt hiệu suất cao hơn ROCm 7 khi xây dựng từ nguồn với HIP SDK 6.4. Kết quả kiểm nghiệm cho thấy ROCm 6.4 vượt trội trong một số thử nghiệm. #ROCm #HIP #LLVM #HiệuSựt #XâyDựngTừNguồn #CôngNghệInformatic #Technologie #Benchmark #ROCm64 #ROCm7
Benjamin Carr, Ph.D. 👨🏻💻🧬#AMD tries to catch #CUDA with performance-boosting #ROCm7 software
House of Zen promises 3.5x improvement in inference and 3x uplift in training perf over last-gen software
#ROCm is a suite of software libraries and development tools, including #HIP frameworks, that provides developers a low-level programming interface for running high-performance computing (#HPC) and #AI workloads on #GPU, but for AMD GPUs rather than Nvidia.
https://www.theregister.com/2025/09/17/amd_rocm_7_chases_nvidia_cuda/
House of Zen promises 3.5x improvement in inference and 3x uplift in training perf over last-gen software
#ROCm is a suite of software libraries and development tools, including #HIP frameworks, that provides developers a low-level programming interface for running high-performance computing (#HPC) and #AI workloads on #GPU, but for AMD GPUs rather than Nvidia.
https://www.theregister.com/2025/09/17/amd_rocm_7_chases_nvidia_cuda/
#AMD #ROCm 7.0 Officially Released With Many Significant Improvements
Key highlights of #ROCm7.0 include:
- AMD Instinct #MI350X and Instinct #MI355X officially supported
- #Ubuntu 24.04.3 LTS and #RockyLinux 9 with Linux 5.14 officially supported
- ROCm 7.0 supports #KVM Passthrough for MI350X and MI355X GPUs
- ROCm 7.0 supports #PyTorch 2.7, #TensorFlow 2.19.1
- Official support for Llama.cpp.
- AMD #GPU kernel driver code is now distributed separately from ROCm stack.
https://www.phoronix.com/news/AMD-ROCm-7.0-Released
Key highlights of #ROCm7.0 include:
- AMD Instinct #MI350X and Instinct #MI355X officially supported
- #Ubuntu 24.04.3 LTS and #RockyLinux 9 with Linux 5.14 officially supported
- ROCm 7.0 supports #KVM Passthrough for MI350X and MI355X GPUs
- ROCm 7.0 supports #PyTorch 2.7, #TensorFlow 2.19.1
- Official support for Llama.cpp.
- AMD #GPU kernel driver code is now distributed separately from ROCm stack.
https://www.phoronix.com/news/AMD-ROCm-7.0-Released
