NVIDIA CUDA Tile 以高效前向傳播核心加速 Mamba-2

Accelerating Mamba-2 with High-Performance Forward Pass Kernels in NVIDIA CUDA Tile

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NVIDIA CUDA Tile（cuTile）以高效前向傳播核心加速 Mamba-2。cuTile 是面向 NVIDIA GPU 的 Python DSL 及平行程式設計模型，透過以 tile 為中心的高階原語抽象執行緒與 warp 排程，讓用戶以 Python 編寫 GPU 核心。

正文

$Decorative math image.$ NVIDIA CUDA Tile (cuTile) is a Python-based DSL and parallel programming model for NVIDIA GPUs that automatically leverages advanced hardware capabilities to... $Decorative math image.$

NVIDIA CUDA Tile (cuTile) is a Python-based DSL and parallel programming model for NVIDIA GPUs that automatically leverages advanced hardware capabilities to deliver peak performance for tile-level GPU programming. By abstracting thread- and warp-level scheduling behind high-level, tile-centric primitives, cuTile enables you to write GPU kernels in Python while compiler optimizations automatically…

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