Abstract: This paper proposes a new architecture for efficient variable-length decoding (VLD) of entropy-coded data for multimedia applications on general-purpose processors. It improves on earlier ...

Abstract: In 2004, ISO/IEC SC29 better known as MPEG started a new standard initiative aiming at facilitating the deployment of multi-format video codec design and to enable the possibility of ...

This document shows how to use Speculative Decoding with vLLM to reduce inter-token latency under medium-to-low QPS (query per second), memory-bound workloads. To ...

A variable-length integer encoding optimized for CPU-friendly decoding of small values, with a built-in sentinel channel for format extensibility. See BLIP_SPEC.md for the full specification. Existing ...

In designing digital cameras and other consumer devices incorporating camera functionality, with ever improving performance, memory and power often prove to be the major constraints. Consumers expect ...