Solid modeling

A 3D HBI Compliant 1.536TB/s/mm2 Bandwidth Scalable Attention Accelerator With 22.5GOPS Throughput High Speed SoftMax for Quantized Transformers in Intel 3

A 3D HBI Compliant 1.536TB/s/mm2 Bandwidth Scalable Attention Accelerator With 22.5GOPS Throughput High Speed SoftMax for Quantized Transformers in Intel 3 150 150

Abstract:

This work presents a novel hardware accelerator compatible with <3μm pitch 3D Cu-Cu hybrid bonding interconnect (HBI) technology, particularly designed to efficiently execute Multi Head Attention (MHA) of encoder transformer models. We present an accelerator that addresses performance losses due to low precision models by incorporating specialized hardware optimizations for …

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IRIS: An Energy-Efficient Spatial Computing SoC for Real-Time Interactive Rendering and Modeling With Surface-Aware 3-D Gaussian Splatting

IRIS: An Energy-Efficient Spatial Computing SoC for Real-Time Interactive Rendering and Modeling With Surface-Aware 3-D Gaussian Splatting 150 150

Abstract:

The 3-D Gaussian splatting (3DGS), based on a machine learning-driven radiance field technique, is rapidly emerging as a next-generation solution in 3-D graphics. Owing to its short modeling time, computational simplicity, and high rendering quality, it is expected to replace traditional 3-D graphics on edge devices. However, its substantial memory …

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