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Abstract: Tensor contractions extend the concept of the General Matrix Multiplication (GEMM) to high-dimensional spaces. They enable sophisticated computations in various scientific disciplines.

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CUDA-L2 is a system that combines large language models (LLMs) and reinforcement learning (RL) to automatically optimize Half-precision General Matrix Multiply (HGEMM) CUDA kernels. CUDA-L2 ...

For more than three decades, modern CPUs have relied on speculative execution to keep pipelines full. When it emerged in the 1990s, speculation was hailed as a breakthrough — just as pipelining and ...

China is rapidly expanding its influence through the Belt and Road Initiative, investing $25 billion in Central Asia in early 2025 alone. Analysts warn that regional connectivity must be balanced with ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Cory Benfield discusses the evolution of ...

NVIDIA's CUTLASS 3.x introduces a modular, hierarchical system for GEMM kernel design, improving code readability and extending support to newer architectures like Hopper and Blackwell. NVIDIA's ...