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�舒亶仆舒� 亢亳亰仆� 亟仂仄舒�仆亳� 亢亳于仂�仆�� �亠��亠� 仄舒从� 从�仗亳�� 于

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�舒亶仆舒� 亢亳亰仆� 亟仂仄舒�仆亳� 亢亳于仂�仆�� �亠��亠� 仄舒从� 从�仗亳�� 于, NVIDIA Makes More Hopper & Blackwell Header Files Open-Source, NVIDIA added support GPU Hopper and Blackwell in open source , NVIDIA Tensor Core Evolution: From Volta To Blackwell, Beyond Hopper: What NVIDIA��s Blackwell Architecture Means for , CUTLASS 3.x: Orthogonal, Reusable, and - NVIDIA Developer, NVIDIA Blackwell vs NVIDIA Hopper: A Detailed Comparison, The Next Generation of AI Computing: NVIDIA��s Journey from .
Michael Larabel is the principal author of Phoronix.com and founded the site in 2004 with a focus on enriching the Linux hardware experience. Michael has written more than 20,000 articles covering the state of Linux hardware support, Linux performance, graphics drivers, and other topics. Michael is also the lead developer of the Phoronix Test Suite, Phoromatic, and OpenBenchmarking.org automated benchmarking software. He can be followed via , , or contacted via ., Last week NVIDIA open-sourced 12k lines of C header files for Blackwell GPUs to help in the open-source driver efforts, namely for Nouveau / NVK and the in-development NOVA Rust driver. On Friday they made public some additional header files for helping in the Blackwell and Hopper open-source driver enablement., These updates provide initial support for new GPU-Hopper and Blackwell architectures, including server chips of the series H100 and future gaming solutions RTX 50 series..
As a result, we need to increase the staging memory size for buffering more data. To implement this, NVIDIA chose shared memory as the staging memory for Tensor Cores, which explains why shared memory increased but register file size remained constant. However, Blackwell��s shared memory size didn��t increase from Hopper., Where Hopper-powered servers like the NVIDIA H200 optimize existing workflows, Blackwell redefines what��s possible. In this piece, we��ll dissect Blackwell��s revolutionary design, contrast it directly with today��s Hopper-based NVIDIA AI servers, and map its strategic implications for enterprises., With the 3.x redesign, CUTLASS aimed to maximize coverage of the space of GEMM implementations through a hierarchical system of composable, orthogonal building blocks, while also improving code readability and extending support to later NVIDIA architectures such as Hopper and Blackwell., Yes, NVIDIA Blackwell is up to 2.5 times faster than Hopper, offering a performance boost through advancements like the second-generation Transformer Engine, a decompression engine and a much faster chip-to-chip interconnect speed., The landscape of AI computing is witnessing a revolutionary transformation with NVIDIA��s latest advancement from Hopper to Blackwell architectures. In March 2025, NVIDIA unveiled the Blackwell Ultra AI factory platform, marking a pivotal shift toward the age of AI reasoning., .
 
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