MulticoreWare

Optimizing Deep Learning Models with PyTorch Quantization

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Jul 1 2025

Deploying Vision Language Action (VLA) based AI Models in Robotics: Optimization for Real-Time Edge Inference

The robotics industry is amid a major paradigm shift, driven by the emergence of foundation models: large-scale, multi-modal AI systems trained to understand vision, language, and action in a unified framework.

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Jun 18 2025

Achieving Performance Parity across Architectures: A Deeper Dive into Vector Portability

As compute workloads diversify across CPUs, GPUs, NPUs, and other processors, maintaining efficiency across architecture has become one of the most pressing challenges in high-performance and embedded computing.

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May 23 2025

The HEVC Equation: Efficiency, Adoption, and Its Impact

From ultra-sharp 4K streaming to bandwidth-sensitive video conferencing, modern digital life depends on efficient video compression. One of the most important technologies enabling this is HEVC, or High Efficiency Video Coding—a codec that’s been quietly transforming how video is delivered in the real world.

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