…TT-LLK handles low-level kernel software Developers can see exactly what happens at every stage of their pipeline, debug at the hardware level, fork any component, and modify the stack to…
…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…
…date while preserving the stability required for production media workflows. Our customers can adopt newer OS and kernel environments with confidence, knowing AMD Alveo™ MA35D hardware remains aligned with modern infrastructure and…
…We need to talk about the 'magic' behind Claude’s CUDA kernels. Is it superior synthetic data, or did Anthropic find a better way to teach LLMs hardware-level logic? Open to…
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…
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…
…While both vulnerabilities were patched in the Linux kernel, none of the distributions had incorporated the fix. At the time this post went live, several distributors had released patches. Known distributors included…
…It uses the native API implemented by the AMD Vitis Runtime Library to interact with hardware kernels within the AMD device. Hardware kernels that can be generated from C++ using the AMD…
…Aero Vibes Linux Developers Looking At Retiring The x32 ABI The Linux Kernel Ready To Make TSC A Hard Requirement For x86 CPUs Google's ANGLE Merges Wayland Support, Unblocking Chromium Embedded…
…Fused Normalization Kernels : Fused add + RMS normalization with BF16, backed by dedicated AVX-512 kernels. AutoTuner Binning : A new binning approach for kernel selection that improves dispatch accuracy across diverse workload shapes…
…The manual path requires engineers to rewrite the model (adding KV cache logic, attention kernels, sharding, kernel fusion, and more) before running it through the same runtime. Graph capture and pattern matching…
…timing of thread execution, the same inputs, kernel configuration, and GPU yield the same bitwise result. GPU-to-GPU determinism For applications that require the highest level of reproducibility, CUB also provides…