Apparate: Early-Exit Models for ML Latency and Throughput Optimization – Conclusion, References

:::info Authors: (1) Yinwei Dai, Princeton University (Equal contributions); (2) Rui Pan, Princeton University (Equal contributions); (3) Anand Iyer, Georgia Institute of Technology; (4) Ravi Netravali, Georgia Institute of Technology. ::: Table of Links Abstract and 1 Introduction 2 Background and Motivation and 2.1 Model Serving Platforms 2.2 Early-Exit Models 2.3 Challenges 3 Design 3.1 … Read more

How to Build a FAB-ulous Button – #30DaysOfSwift

Day 0: Embarking on the Swift & SwiftUI Odyssey Welcome to the first post in my 30-day exploration of SwiftUI! Today, we’re diving into a fundamental UI element: the Floating Action Button (FAB). Let’s create a visually appealing & interactive FAB for your SwiftUI-based iOS app. Placement: Positioned at the bottom right corner for easy … Read more

Apparate: Early-Exit Models for ML Latency and Throughput Optimization – Additional Related Work

:::info Authors: (1) Yinwei Dai, Princeton University (Equal contributions); (2) Rui Pan, Princeton University (Equal contributions); (3) Anand Iyer, Georgia Institute of Technology; (4) Ravi Netravali, Georgia Institute of Technology. ::: Table of Links Abstract and 1 Introduction 2 Background and Motivation and 2.1 Model Serving Platforms 2.2 Early-Exit Models 2.3 Challenges 3 Design 3.1 … Read more

Elon Musk’s xAI moves into OpenAI’s old HQ

San Francisco’s Mission district isn’t known for corporate offices, but it’s now home to two of the world’s most well funded AI startups. Elon Musk’s artificial intelligence startup, xAI, recently moved into a new office in the Mission: the same building that served as OpenAI’s headquarters for several years, according to the San Francisco Business … Read more

Reputation: The Shadow We Cast in a Networked World

Reputation is among humankind’s oldest currencies, yet in the digital age, its contours have shifted, expanded, and blurred in fascinating ways. It was in ancient times the force shaping tribal hierarchies, governing trade relations, and even determining survival. But in an increasingly decentralized, nonhierarchical world, reputation transcends simple notions of status and value. It has … Read more

Apparate: Early-Exit Models for ML Latency and Throughput Optimization – Microbenchmarks

:::info Authors: (1) Yinwei Dai, Princeton University (Equal contributions); (2) Rui Pan, Princeton University (Equal contributions); (3) Anand Iyer, Georgia Institute of Technology; (4) Ravi Netravali, Georgia Institute of Technology. ::: Table of Links Abstract and 1 Introduction 2 Background and Motivation and 2.1 Model Serving Platforms 2.2 Early-Exit Models 2.3 Challenges 3 Design 3.1 … Read more

Newly Launched ZPL Viewer Tool Website

Hello everyone! In our work, we often need to design and preview ZPL (Zebra Programming Language) files. Previously, I used tools like ZPL Design, but I thought an online tool would be more convenient. So, I took some time to develop an online ZPL preview tool, hoping it could help those with similar needs. Website … Read more

Charter will offer Peacock for free with some cable subscriptions next year

Image: The Verge Charter’s Spectrum TV Select cable plan will include a free ad-supported Peacock Premium subscription next year, reports Reuters. The addition comes as Charter announced today that it has reached a new “multi-year deal” with NBCUniversal, which owns Peacock, to keep its TV channels in Charter’s cable lineup. Charter recently lined up a … Read more

Venture firm CRV returns $275 million citing overvaluation of mature startups

CRV, a more than 50-year-old venture firm, is returning to investors $275 million from its $500 million Select fund, which backs later-stage rounds of existing portfolio companies, the New York Times reported. The firm is one of the first Silicon Valley outfits to return committed capital to investors. (We reported yesterday that India’s largest venture … Read more

How to Setup SonarQube Locally Using Docker

Developers are always concerned about their code quality. And they try their best to ensure the best quality of their code. If they find some tools that can show them exactly where they need to make changes to improve the quality of the code. There are many of them, but I will explain how you … Read more