Optimizing accelerators for CNN inferencing on FPGAs

With CNNs’ rapidly increasing computational and memory demands, deploying computer vision solutions to the edge is becoming more challenging.  Join us for a webinar on Thursday 12th November to see how Core Deep Learning (CDL) creates tailor made hardware accelerators for inferencing on FPGAs to achieve real-time performance with minimal resource usage.

Hardus Richter of ASIC Design Services will take you through the CDL CNN Accelerator design flow. This flow goes through CNN optimization, automated accelerator design, to the final accelerator block that is implemented in the FPGA.

Case studies will be presented on how design space exploration coupled with a network-aware approach can be used to realize the true performance of the available FPGA resources or to create low power designs that meet specific resource constraints.

This webinar investigates the benefits and drawbacks of a configurable solution, such as CDL, as opposed to widely available overlay architectures, with regards to:

      • Dedicated Accelerator vs General Accelerator
      • High performance accelerator design
      • Low power accelerator design
      • FPGA/ASIC design to meet specific network performance constraints
      • CNN to FPGA Design Flow

Thursday 12th November 2020

Virtual event based on Teams

Optimizing accelerators for CNN inferencing on FPGAs

    YesNo
    YesNo
    CNNRNNOther (please specify)
    EdgeCloud
    YesNo
    YesNo


    For Europe and Asia:10.00-10.30am (GMT) *11.00-11.30pm (CET) *2.30-3.00pm (IST)For Americas: 10.00-10.30am (PST) *11.00-11.30am (MST) *12.00-12.30pm (CST) *1.00-1.30pm (EST)






    By clicking this button, you submit your information to the webinar organizer, ASIC Design Services (required)

    You will receive a confirmation email, please check your spam folder

    Personal Data and how we use it

    ASIC Design Services uses the information collected from you to provide quotations, register you for online and face-to-face and other training events, make telephone contact and to email you marketing information which ASIC Design Services believes may be of interest to you and your business. In you making initial contact you consent to ASIC Design Services maintaining a marketing dialogue with you until you either opt out (which you can do at any stage) or we decide to desist in promoting our services. ASIC Design Services also acts in the capacity of data processor when sharing personal information with (GDPR compliant) third parties working in partnership on live events (including face-to-face training and workshops and online training, including webinars). The details of the partners involved will always be clearly indicated at the point of data collection (registration) and the data will only be shared with partners who can demonstrate they are GDPR compliant.