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Deci

The deep learning acceleration platform for developers to build, optimize, and deploy ultra-fast models on any hardware.
Israel
Tel Aviv
2019
Private
< $10m
11 - 50
Open website

Deci enables deep learning to live up to its true potential by using AI to build better AI. With the company’s end-to-end deep learning acceleration platform, AI developers can build, optimize, and deploy faster and more accurate models for any environment, including cloud, edge, or mobile. With Deci’s platform, developers can increase deep learning model inference performance by 3x-15x, on any hardware, while still preserving accuracy. This translates directly into new use cases on limited hardware, substantially shorter development cycles, and reduced compute costs by up to 80%. The platform is powered by Deci’s Automated Neural Architecture Construction (AutoNAC) technology, an algorithmic optimization engine that squeezes maximum utilization out of any hardware. The AutoNAC engine contains a Neural Architecture Search (NAS) component that redesigns a given trained model’s architecture to optimally improve its inference performance (throughput, latency, memory, etc.) for specific target hardware while preserving its baseline accuracy. Deci achieved a record-breaking 11.8x accelerated inference speedup on Intel CPUs at MLPerf Industry Benchmark and has been named to the CBInsights top 100 AI companies. Led by a team of world-class deep learning experts, Deci lets AI developers focus on what they do best - creating innovative AI-based solutions for our world’s most complex problems.

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Deci’s Technology Stack maps Deci’s participation in the IoT technology stack.
  • Application Layer
  • Functional Applications
  • Cloud Layer
  • Platform as a Service
    Infrastructure as a Service
  • Edge Layer
  • Automation & Control
    Processors & Edge Intelligence
    Actuators
    Sensors
  • Devices Layer
  • Robots
    Drones
    Wearables
  • Supporting
    Technologies
  • Analytics & Modeling
    Application Infrastructure & Middleware
    Cybersecurity & Privacy
    Networks & Connectivity
Technological Capability
None
Minor
Moderate
Strong
Number of Podcasts1
EP 109 - Optimize deep learning for the edge - Yonatan Geifman, Co-Founder & CEO, Deci
Tuesday, Dec 07, 2021

In this episode, we discuss new technologies that enable AI developers to build, optimise and deploy faster and more accurate models for any environment, from the cloud to the edge. We also explore the development processes that commonly lead to long delays in deployment and unexpected costs when migrating from development environment to an operating environment.   

Our guest today is Yonatan Geifman, Co-Founder and CEO of Deci. Deci provides a proprietary optimisation technology for deep learning practitioners that enables you to accelerate deep neural network interfacing on any hardware while preserving accuracy.

IoT ONE is an IoT focused research and advisory firm. We provide research to enable you to grow in the digital age. Our services include market research, competitor information, customer research, market entry, partner scouting, and innovation programs. For more information, please visit iotone.com

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