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South Korea's LG Group to adopt 10,000 Nvidia GPUs, Maeil says
South Korea's LG Group to adopt 10,000 Nvidia GPUs, Maeil says SEOUL, June 4 : South Korea's LG Group is adopting 10,000 GPUs from Nvidia, South Korea's Maeil Business Newspaper reported on Thursday citing an unnamed industry source. The GPUs are expected to be used to train AI by LG's AI research centre and a humanoid robot being developed by LG Electronics, Maeil said. A spokesperson for LG did not have an immediate comment.
FlashMLA-ETAP: Efficient Transpose Attention Pipeline for Accelerating MLA Inference on NVIDIA H20 GPUs
arXiv:2506.01969v3 Announce Type: replace Abstract: Efficient inference of Multi-Head Latent Attention (MLA) is challenged by deploying the DeepSeek-R1 671B model on a single Multi-GPU server. This paper introduces FlashMLA-ETAP, a novel framework that enhances MLA inference for the single-instance deployment scenario on NVIDIA H20 GPUs. We propose the Efficient Transpose Attention Pipeline (ETAP), which reconfigures attention computation through transposition to align the KV context length...
South Korea to seek priority supply of Nvidia Vera Rubin GPUs, science minister says
South Korea to seek priority supply of Nvidia Vera Rubin GPUs, science minister says SEOUL, June 8 : South Korea will ask for priority supply of Nvidia's next-generation Vera Rubin graphics processing units, as deliveries are expected to be delayed, Science and ICT Minister Bae Kyung-hoon said on Monday. Bae said a government notice for South Korea's GPU project had been issued earlier in the day, adding that a supply of Nvidia's B300 chips was expected to arrive on time. "B300 supply looks...
How Much Progress Has There Been in NVIDIA Datacenter GPUs?
Announce Type: replace Abstract: As the role of modern Graphics Processing Units (GPUs) becomes increasingly essential for several computing tasks, analyzing their past and current progress is paramount for determining future constraints on scientific research. This is particularly compelling in the Artificial Intelligence (AI) domain, where rapid technological advancements and fierce global competition have led the United States to recently implement export control regulations limiting...
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...
Intel's mysterious new datacenter GPU is what Nvidia's Rubin CPX nearly was
Intel offered new insights into its next-gen datacenter GPU codenamed Crescent Island. Alongside supporting enterprise AI deployments, the GPU could fill the void left by Nvidia's Rubin CPX GPUs, which were seemingly shelved late last year following its acquisition of Groq. As datacenter GPUs go, Intel's Crescent Island is certainly an odd duck.
Nvidia partners with LG robotics to build humanoid robots in South Korea
NVIDIA and LG Group are building an AI factory to accelerate LG Group’s next wave of AI-driven businesses, spanning robotics, autonomous driving, data center technologies and GPU cloud services. The AI factory will provide LG Group with accelerated computing infrastructure to train, simulate, validate and deploy AI-based applications across its key businesses. The collaboration brings together NVIDIA’s full-stack, end-to-end AI factory platform with LG Group’s global leadership in consumer...
Quartet II: Accurate LLM Pre-Training in NVFP4 by Improved Unbiased Gradient Estimation
arXiv:2601.22813v2 Announce Type: replace Abstract: The NVFP4 lower-precision format, supported in hardware by NVIDIA Blackwell GPUs, promises to allow, for the first time, end-to-end fully-quantized pre-training of massive models such as LLMs. Yet, existing quantized training methods still sacrifice some of the representation capacity of this format in favor of more accurate unbiased quantized gradient estimation by stochastic rounding (SR), losing noticeable accuracy relative to standard...
Google will pay SpaceX $920M per month for compute
SpaceX has lined up another compute deal ahead of its historic IPO, this time with Google. The company announced the deal in a regulatory filing on Friday. Under the terms of the deal, Google will pay SpaceX $920 million per month from October 2026 through June 2029 for access to “approximately 110,000 NVIDIA GPUs, CPUs, memory, and other related components.”
SpaceX signs cloud deal with Google
SpaceX signs cloud deal with Google June 5 : SpaceX said on Friday it has entered into a multi-year cloud service agreement with Alphabet's Google for access to compute capacity. As part of the deal, Google will pay SpaceX $920 million per month from October this year to June 2029, with capacity ramping up through September at a reduced fee, Elon Musk's space venture said in a U.S. SEC filing. The compute capacity provided includes about 110,000 Nvidia GPUS, CPUS, memory and other related...