Numenta and Intel Accelerate Inference
…weeks of engineering time. Getting up and running with a comparable CPU platform typically takes a day or two. The same is true with any code changes required to meet the needs…
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Top stories
AMD's vLLM-ATOM Plugin Supercharges DeepSeek-R1, Kimi-K2, and gpt-oss-120B AI LLM Inference on Instinct MI350 and MI400 Accelerators
…ATOM runs transparently in the background, requiring no new tools or complex configurations—while delivering enhanced kernel performance while preserving a consistent user experience. Instant access to AMD innovation: Leverage cutting-edge…
Linux bitten by second severe vulnerability in as many weeks
…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…
SPIR-V*: Default Interface to Intel® Graphics Compiler for OpenCL™...
…Once SPIR-V kernel is generated, the compilation time of it is much faster compared to text kernel (OpenCL C). There’s no need for text-based parsing on user machine, so…
Discussions and forums
The Linux Kernel has removed PREEMPT_NONE and PREEMPT_VOLUNTARY.
PREEMPT_NONE has previously existed to provide a way to gain more throughput on almost all workloads at the expense of also gaining some more latency, and it was better for most server workloads, which value throughput m…
Kubernetes CPU requests and limits, explained through cgroups (disclosure: my company website)
Disclosure: I'm affiliated with RoszigIT, where this article is published. Sharing because I think the mechanics are worth discussing, not to pitch services. I tried to make this post as technical as possible. An argumen…
Show HN: VCoding – A 5 MB native Windows IDE with no dynamic dependencies
Hi HN — I'm Jiawei, one of two co-founders of VCoding.4.5mb IDE that uses only 8mb of ram!Github to check it out: https://github.com/Tonyjw2014/VcodingA few honest notes since I'd rather front-run the obvious questions:W…
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Code Sample: Vector Add
…This is required for correctness. At the same time, the compiler avoids copying the content of the result vector from the host to the device before performing computation on the device. This…
Yearslong fight over users' right to tweak smart TV software heads to trial
…requires devices to function properly after someone installs a modified version of copyleft software. The ruling even prompted a reaction from Linus Torvalds, the creator and lead developer of the Linux kernel…
New AMD Dynamic EPP Feature Causing Some Problems With Linux 7.1
…on by default exposing them to users at this time. Drop the kconfig option, and require an explicit opt in from kernel command line or runtime sysfs option to turn it on…
Adaptive SoCs & FPGA Design Tools Downloads - 2020.1
…500+ FPGA-accelerated functions spread across 11 open-source Vitis libraries New Vitis HLS compiler for custom C/C++ kernel design with familiar programming constructs Improved RTL Kernel integration within Vitis applications…
Hot on the Heels of Copy Fail, New Linux Bugs Grant Root Privileges
…PinTheft is the less severe of the two, since it only applies to a flaw present in Arch Linux, that requires multiple features to be enabled. That said, Arch users are still…
NVIDIA NVbandwidth: Your Essential Tool for Measuring GPU Interconnect and Memory Performance | NVIDIA Technical Blog
…SM copies The test launches a kernel copy where alternating thread warps are copying data in alternating directions. Multi-node operation Running NVbandwidth in multi-node mode requires additional setup and configuration…