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Gigabyte packs 40 Intel Lunar Lake PCs in a pizza box
Gigabyte showed off a high density server platform at Computex this week that crams 40 low-power compute nodes into a pizza box. Amid a sea of nearly identical MGX and NVL blades, the R1C7-KOA-AS1 was one of the more unusual systems on this year’s show floor. Rather than using Intel or AMD's datacenter class Xeon or Epyc, the machine is powered by dozens of notebook processors.
Evaluating CUDA Tile for AI Workloads on Hopper and Blackwell GPUs
Announce Type: replace Abstract: NVIDIA's CUDA Tile (CuTile) introduces a Python-based, tile-centric abstraction for GPU kernel development that aims to simplify programming while retaining Tensor Core and Tensor Memory Accelerator (TMA) efficiency on modern GPUs. We present the first independent, cross-architecture evaluation of CuTile against established approaches such as cuBLAS, Triton, WMMA, and raw SIMT on three NVIDIA GPUs spanning Hopper and Blackwell: H100 NVL, B200, and RTX PRO...