Deci's Deep Learning Platform

Deci's Deep Learning Platform

Deci’s deep learning platform automatically gears up your neural networks, to become top-performing production-grade solutions on any hardware, at scale. Deci's platform features the Automated Neural Architecture Construction (AutoNAC) technology. AutoNAC is a seamless procedure that offers a substantial performance boost (throughput/latency) to existing deep learning models–while preserving their accuracy. AutoNAC designs deep models to more effectively use the hardware platform they run on, be it CPU, GPU, FPGA, or special-purpose ASIC accelerators. The AutoNAC accelerator is a data-dependent algorithmic solution that works in synergy with other known compression techniques, such as pruning and quantization. In fact, AutoNAC acts as a multiplier for complementary acceleration solutions, such as AI compilers and specialized hardware.

*Please note that member solutions are often customizable to meet the needs of individual enterprise end users.

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SOLUTION FEATURES

  • Accelerate Inference Performance
    Optimize throughput/latency by up to 10x, with the same accuracy
  • Maximize Efficiency on Any Hardware
    Increase inference hardware utilization and cut up to 80% off your compute costs
  • Deploy to Production in Days
    Seamlessly deploy trained models from the lab to any production environment

CATEGORIES

WorldwideAI Software/SaaSCross-IndustrySoftwareFactory AutomationImage/Object Detection/Recognition/ClassificationVideo Surveillance and AnalyticsCSP - Amazon Web ServicesCSP - Google CloudCSP - Microsoft AzureHybrid CloudOn-premise (Private Cloud, Other)Intel® Xeon® Scalable ProcessorIntel® Distribution of OpenVINO™ Toolkit powered by oneAPIModels cant be re-trained - Inference onlyWindowsOtherLinux ResNet50Deep Learning