White Papers Archives - Kinara, Inc.

Products

Ara-2

Shaping the future of Generative AI at the Edge
Explore

Ara-1

Machine Learning Acceleration for AI-Integrated Cameras and Embedded Systems
Explore

Kinara Software

Seamless mapping of AI models to Ara Silicon, streamlined deployment for highest productivity
Explore
Industry
Smart Retail

Kinara Edge AI processors power the Next-Gen Retail Experience

Explore

Smart Cities

Smart Cities: Driving Frictionless Experiences using Edge Intelligence

Explore

Manufacturing

Optimizing Manufacturing Processes with Edge AI

Explore
Resources

Demos & Videos
Kinara Ara-2 Masters Local LLM Chatbot at 12 Output Tokens/Sec

Demos & Videos
Building An Edge AI Appliance

Demos & Videos
Smart Shopping Experience

View All

In the News
LLM in Edge? No problem!

In the News
Kinara Processor Boosts Performance and Enables Edge AI

In the News
How Good Is My AI?

View All

Press Releases
Ara-2 Runs 7 Billion Parameter LLMs @ 12 Tokens/Sec

Press Releases
Announcing the Kinara Ara-2 Processor

Press Releases
Kinara and ENERZAi Partnership Delivers High Performance Edge AI Processor with Optimized AI Model Technology

View All

Product Briefs
Kinara Ara-2 Product Brief

View All

White Papers
Understanding Sources of Inefficiency in General-Purpose Chips.

White Papers
Convolution Engine: Balancing Efficiency and Flexibility in Specialized Computing.

White Papers
TOPS can be an unreliable performance indicator on real-world applications.

View All
Company
We are Kinara

Led by Silicon Valley veterans and a world class development team in India, Kinara envisions a world of exceptional customer experiences, manufacturing efficiency, and greater safety for all of us

About Kinara

Team

Investors

Careers

Contact Us

White Papers

Understanding Sources of Inefficiency in General-Purpose Chips.

Convolution Engine: Balancing Efficiency and Flexibility in Specialized Computing.

TOPS can be an unreliable performance indicator on real-world applications.

SCALING REALTIME VIDEO ANALYTICS WITH A SMART EDGE APPLIANCE

THWARTING RETAIL THEFT USING EDGE AI

OPTIMIZING LATENCY FOR EDGE AI DEPLOYMENTS

Build Smart Cameras and AI Appliances with Kinara Ara-1 & NXP i.MX processors

WHITE PAPER Building the ideal checkout free store – Technical Analysis

Is TOPS really the best way to measure performance?

Improving the lives of the vulnerable

CHOOSING BETWEEN AN AI-INTEGRATED SOC VERSUS A DISCRETE AI PROCESSOR

PRACTICAL REQUIREMENTS FOR MISSION-CRITICAL EDGE AI APPLICATIONS

Ara-2

Ara-1

Kinara Software

Smart Retail

Smart Cities

Manufacturing

Understanding Sources of Inefficiency in General-Purpose Chips.

/* CSS to limit text to two lines */ .trim-title { display: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; overflow: hidden; text-overflow: ellipsis; max-width: 100%; /* Adjust as needed */ } Convolution Engine: Balancing Efficiency and Flexibility in Specialized Computing.

/* CSS to limit text to two lines */ .trim-title { display: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; overflow: hidden; text-overflow: ellipsis; max-width: 100%; /* Adjust as needed */ } TOPS can be an unreliable performance indicator on real-world applications.

/* CSS to limit text to two lines */ .trim-title { display: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; overflow: hidden; text-overflow: ellipsis; max-width: 100%; /* Adjust as needed */ } SCALING REALTIME VIDEO ANALYTICS WITH A SMART EDGE APPLIANCE

/* CSS to limit text to two lines */ .trim-title { display: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; overflow: hidden; text-overflow: ellipsis; max-width: 100%; /* Adjust as needed */ } THWARTING RETAIL THEFT USING EDGE AI

/* CSS to limit text to two lines */ .trim-title { display: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; overflow: hidden; text-overflow: ellipsis; max-width: 100%; /* Adjust as needed */ } OPTIMIZING LATENCY FOR EDGE AI DEPLOYMENTS

/* CSS to limit text to two lines */ .trim-title { display: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; overflow: hidden; text-overflow: ellipsis; max-width: 100%; /* Adjust as needed */ } Build Smart Cameras and AI Appliances with Kinara Ara-1 & NXP i.MX processors

/* CSS to limit text to two lines */ .trim-title { display: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; overflow: hidden; text-overflow: ellipsis; max-width: 100%; /* Adjust as needed */ } WHITE PAPER Building the ideal checkout free store – Technical Analysis

/* CSS to limit text to two lines */ .trim-title { display: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; overflow: hidden; text-overflow: ellipsis; max-width: 100%; /* Adjust as needed */ } Is TOPS really the best way to measure performance?

/* CSS to limit text to two lines */ .trim-title { display: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; overflow: hidden; text-overflow: ellipsis; max-width: 100%; /* Adjust as needed */ } Improving the lives of the vulnerable

/* CSS to limit text to two lines */ .trim-title { display: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; overflow: hidden; text-overflow: ellipsis; max-width: 100%; /* Adjust as needed */ } CHOOSING BETWEEN AN AI-INTEGRATED SOC VERSUS A DISCRETE AI PROCESSOR

/* CSS to limit text to two lines */ .trim-title { display: -webkit-box; -webkit-line-clamp: 2; -webkit-box-orient: vertical; overflow: hidden; text-overflow: ellipsis; max-width: 100%; /* Adjust as needed */ } PRACTICAL REQUIREMENTS FOR MISSION-CRITICAL EDGE AI APPLICATIONS

Convolution Engine: Balancing Efficiency and Flexibility in Specialized Computing.

TOPS can be an unreliable performance indicator on real-world applications.

SCALING REALTIME VIDEO ANALYTICS WITH A SMART EDGE APPLIANCE

THWARTING RETAIL THEFT USING EDGE AI

OPTIMIZING LATENCY FOR EDGE AI DEPLOYMENTS

Build Smart Cameras and AI Appliances with Kinara Ara-1 & NXP i.MX processors

WHITE PAPER Building the ideal checkout free store – Technical Analysis

Is TOPS really the best way to measure performance?

Improving the lives of the vulnerable

CHOOSING BETWEEN AN AI-INTEGRATED SOC VERSUS A DISCRETE AI PROCESSOR

PRACTICAL REQUIREMENTS FOR MISSION-CRITICAL EDGE AI APPLICATIONS