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Industrial Technology Research Institute

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AI Chip and System Solutions

AI Chip and System Solutions.
AI Chip and System Solutions.

Technology Overview

In this world of AI with diverse applications and specifications, highly adaptable solutions are required for flexible product development:

  • AI accelerator architecture with customized computing power: provide diversified specifications, and allocate the most appropriate hardware resources according to customer application specifications.
  • Neural network tool kits: translate the neural network to become the API execution code for hardware operation, and can use the general hardware simulation method (Verilog simulation) to verify and test the complete neural network operation to obtain the most accurate results.
  • Neural network performance analyzer with accelerator features: provides immediate performance estimates, which are about 10% worse than accurate hardware simulations, and enough to allow users to optimize model design based on accelerator features.
  • Quantitative training process consulting and translation services: provide a transparent QAT quantification process that can be debugged and analyzed, and is equipped with a hardware accelerator.

Applications & Benefits

Smart living has been quietly integrated into our society through a variety of smart networking products at your fingertips. In recent years, under the rapid progress of deep learning and neural-like networks, the application depth of AI has been enriched, especially in multimedia applications. Although AI applications are already popular in our life, the development of dedicated AI chips is still faced with small quantities, many customized specifications, and lack of design standards, resulting in daunting challenges for chip companies to put into mass production. In particular, deep neural networks require huge computing and memory requirements, computing resources and power consumption make product market positioning difficult. A complete solution that can be customized, improves algorithm efficiency, and improves chip system efficiency is urgently needed to implement the AI chip design industry.

AI Chip System Solutions
AI Chip and System Solutions.
AI Chip System Solutions
Scalable DLA Architecture.
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