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Showing top 129 results for "kernel hardware requirements"

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Validate Kubernetes for GPU Infrastructure with Layered, Reproducible Recipes | NVIDIA Technical Blog

…Learn more Every AI cluster running on Kubernetes requires a full software stack that works together, from low-level driver and kernel settings to high-level operator and workload configurations. You get…

Mar 12, 2026 · Mark Chmarny

Accelerating Vision AI Pipelines with Batch Mode VC-6 and NVIDIA Nsight | NVIDIA Technical Blog

…In this setting, constant per-kernel overhead and little work per kernel lead to an unfavorable ratio between overhead and actual work. Changing this requires altering the paradigm from many small kernels…

Apr 2, 2026 · Andreas Kieslinger

The "NTFS Resurrection" Has Occurred For Linux 7.1

…Requirements Laid Out For Any Future File-Systems New NTFS Driver Sees More Fixes With Linux 7.1-rc2 OpenZFS 2.4.2 Released With Linux 7.0 Kernel Support, Many Bug…

Apr 18, 2026

Linux 7.1 Revamps T10 PI Data Integrity Handling For Better Read Performance

…Requirements Laid Out For Any Future File-Systems New NTFS Driver Sees More Fixes With Linux 7.1-rc2 OpenZFS 2.4.2 Released With Linux 7.0 Kernel Support, Many Bug…

Apr 14, 2026

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Hacker News · u/ShivamNayak11 · 1w ago

Dirty Frag: a kernel zero-day vs. container and microVM sandboxes

On May 7, Hyunwoo Kim (V4bel) disclosed Dirty Frag — two Linux kernel vulnerabilities (CVE-2026-43284 and CVE-2026-43500) that give unprivileged users deterministic root on most Linux distributions shipped since 2017. Mi…

Hacker News · u/dnosoz · Apr 29, 2026

Show HN: I built a 2nd-order PyTorch optimizer for LLMs that runs on 16GB GPUs

Hi HN,I'm Danilo. I've been struggling with the limitations of AdamW when fine-tuning LLMs locally. Second-order optimizers (like Shampoo or SOAP) offer significantly better step-convergence by exploiting Kronecker-facto…

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AMD ISP4 Driver On Track To Be Merged For Linux 7.2

…Linux Scheduler Work Helping Boost Gaming Performance On Old "Potato" Hardware IBM s390 Is The Latest Architecture Seeing Rust Linux Kernel Support Fwupd 2.1.3 Brings Firmware Updating To Modular Smartphones

Apr 7, 2026

New NTFS File-System Driver Submitted For Linux 7.1

…Requirements Laid Out For Any Future File-Systems OpenZFS 2.4.2 Released With Linux 7.0 Kernel Support, Many Bug Fixes Wine Wayland Driver Merges Pointer Warp Support AMD & Intel Roll…

Apr 17, 2026

Linux 7.1 KVM Adds "Very Experimental" Support For pKVM Protected Guests

…For now the support is highly experimental (it will taint your kernel when launching such a guest) and requires the kernel be built with the new CONFIG_ARM_PVKM_GUEST option and…

Apr 20, 2026

Linux 7.1 Lands The Apple SMC Power Driver For Reporting Battery Metrics On MacBooks

…While this driver has been available under Asahi Linux, for getting it into the mainline kernel required refactoring the code for making it upstream acceptable as well as adding support for newer…

Apr 23, 2026

CUDA Tile Programming Now Available for BASIC! | NVIDIA Technical Blog

…pip install git+https://github.com/nvidia/cuda-tile.git@basic-experimental The full hardware and software requirements for running cuTile BASIC are listed at the end of this post (64k of…

Apr 1, 2026 · Rob Armstrong

Unweight: how we compressed an LLM 22% without sacrificing quality

…This requires a different kernel variant due to its transposed dimensions, which we will expect to reduce the total model size beyond 22%. Kernel optimization. The current 30–40% throughput overhead has…

Apr 17, 2026 · Mari Galicer

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