Audio - Video Solutions - MulticoreWare

HIGH PERFORMANCE MACHINE LEARNING

High Performance Machine Learning

HIGH PERFORMANCE MACHINE LEARNING

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DL Accelerator Kernel & Tools

    DL Accelerator Kernel & Tools

    DL Accelerator Kernel & Tools - MulticoreWare
    Delivering SDK library components for CPU, GPU, DSP, DL accelerator

    MulticoreWare engineering consulting services include low level software like Kernel development, porting kernels, profiling & optimizing kernels, memory planning, instructions pipelining to middle level software like CNN framework parsers, CNN model format converters, model compression & optimization etc. With vast array of hardware micro-architecture (CPU, GPU, DSP, DL HW accelerator) awareness and its experience to deliver consulting services uniquely positions MulticoreWare to take up any general purpose as well as custom hardware accelerator that are targeted for AI/ML/DL applications.

    Examples of areas research, development, and solutions delivered include:
    • Kernel optimization with SIMD intrinsic
    • Kernel designs to achieve CPP (Cycles per Pixels) spec
    • Kernel optimization for various NN kernels (data-bound & compute-bound) on various DSP micro-architecture
    • OpenVX, OpenCV, OpenMP and OpenCL libraries to various DL accelerator platforms
    • End-to-end pipeline creation for embedded computer vision (CV) functions
    • Parallel computing, pipeline stalls, Runtime engine optimization etc.
    • End-to-end inference pipeline (Inception-V3, Yolo-v2/v3 etc.)
    • High Performance workload benchmarking
    CLOUD OR EDGE PLATFORMS
    EMBEDDED PLATFORMS
    FRAMEWORKS
    RUNTIME ENGINES
    Get in Touch

    Our team is happy to answer your questions. Please fill out the form and we will be in touch with you as soon as possible.

      Get in touch

      Our team is happy to answer your questions. Please fill out the form and we will be in touch with you as soon as possible.

        News & Updates

        ON April 29, 2022
        Join MulticoreWare at Detroit for AutoSens2022 this May at Michigan Science Center
        Join us at Detroit for AutoSens2022 this May    This May join Multicoreware for AutoSens2022 Detroit at the Michigan... Read more
        ON April 25, 2022
        MulticoreWare Inc.’s VVC Consortium Gains Momentum
        SAN JOSE, Calif. 23 April 2022–(BUSINESS WIRE)–MulticoreWare has been leading the x266 open-source encoder project in the past year... Read more
        ON April 22, 2022
        MulticoreWare Inc. Announces HuBe.ai – Human Behavior Intelligence Platform
        SAN JOSE, Calif. 22 April 2022 –(BUSINESS WIRE)–MulticoreWare has developed HuBe.ai, an API/SaaS Platform powered by state-of-the-art deep learning... Read more