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AI Software Acceleration Service
AI / Deep Learning Acceleration
Achieving acceleration by optimizing
and implementing AI models -
AI Software Acceleration Service
Embedded Acceleration
Achieving acceleration tailored to
embedded device characteristics -
AI Software Acceleration Service
Image Processing Acceleration
Achieving acceleration through
algorithm and implementation improvements -
AI Software Acceleration Service
GPU Acceleration
Dramatically accelerating computation
through GPU parallelization
AI Software Acceleration Service
As AI applications advance in areas such as autonomous driving and spatial recognition, the required computational demands continue to grow, making AI software acceleration increasingly important. ailia is proficient in both AI and embedded domains, and through the synergy across these fields, we optimize and accelerate our clients' AI models. Furthermore, our AI computing technology maximizes performance even with limited resources, contributing to power-efficient and cost-effective implementations.
Our Services
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AI / Deep Learning Acceleration
Achieving acceleration by optimizing and implementing AI models
We optimize trained AI models for efficient operation on specific devices. We handle everything from model quantization to implementation in an integrated manner.
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Embedded Acceleration
Achieving stable operation in constrained embedded environments
Even on embedded devices with limited CPU performance and memory, we optimize from both AI and hardware perspectives to achieve fast and stable processing.
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Image Processing Acceleration
Accelerating the entire image processing pipeline including pre/post-processing
By optimizing not only AI but also image pre-processing and post-processing, we streamline overall processing for camera-based applications in inspection, surveillance, and more.
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GPU Acceleration
Dramatically accelerating computation with GPU power
For simulations, analytics, and other tasks, we maximize GPU parallel processing capabilities to achieve speeds impossible with CPU alone.
Our Strengths
Software acceleration experts
specializing in AI & embedded implementation
Backed by deep expertise in semiconductor development, ailia delivers fundamental optimization and acceleration across both AI and embedded implementation. Our highly skilled engineers provide technically precise proposals and services for fast, efficient implementation tailored to each client's challenges.
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Optimization from both
AI and embedded perspectivesBecause we understand both AI model architecture and algorithms as well as the constraints of embedded hardware, we can accurately identify bottlenecks that traditional methods often overlook, and optimize them in the most effective way.
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Abundant talent in
computer scienceIn addition to deep technical understanding of AI and embedded domains, we have a wealth of engineers who can accurately grasp each client's specialized field and provide optimal technical proposals. We assign the right talent for each project, with a support structure that responds quickly to your needs.
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A fundamental approach leveraging
semiconductor development expertiseailia evolved from a veteran semiconductor company into an AI-focused organization. Leveraging semiconductor development know-how, we use hardware knowledge as a foundation to tackle software issues and optimize to the limit.
