GPU Acceleration

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Why Choose Us?

Tailored solutions, not one-size-fits-all.

We're not just your tech team — we're your thought partner. Every collaboration begins with deep understanding, followed by sharp execution.

Custom Models

Founder-Led GPU Expertise

GPU Acceleration

Balázs Keszthelyi built the first OpenCL benchmark adopted by major GPU vendors and architected the VC-6 codec. With decades of GPU-first innovation, TechnoLynx is led by one of the field’s most credible pioneers.

Supervised Design

Algorithm Redesign for Speed

GPU Acceleration

We don’t just move code to GPUs, we rethink the algorithm. From simulation engines to custom AI pipelines, we redesign logic to unlock real-world speedups that straight-up GPU porting can’t deliver.

Cross-Disciplinary

Full-Stack Performance Tuning

GPU Acceleration

GPU speed means nothing if the rest of your stack lags. We optimise across CPU, memory, and I/O to eliminate bottlenecks and ensure your system performs as a whole.

Scalable Solutions

AI + GPU: Smarter, Faster Systems

GPU Acceleration

We blend custom-coded logic with AI inference, optimised for GPU acceleration. The result: intelligent systems that are fast, efficient, and ready for real-time deployment.

Frictionless Onboarding

Cross-Platform GPU Porting

GPU Acceleration

From CUDA to Metal, OpenCL to Vulkan: we make your code run fast on any GPU. We’ve helped clients unlock Apple silicon, AMD, and NVIDIA platforms with precision.

Multi-GPU Optimisation

Visual Computing, Not Just Compute

GPU Acceleration

We don’t just accelerate code, we visualise it. From GPU-accelerated simulations to 3D rendering and XR, we bring deep graphics expertise to projects that need both performance and visual clarity.

Area of Expertise

GPU Algorithm Redesign
Full-Stack Performance Tuning
Cross-Platform GPU Porting
Real-Time Rendering
AI-Accelerated Visual Computing
XR Simulation & 3D Graphics

Technology Stack

CUDA
OpenCL
Vulkan
Metal
DirectX
TensorRT
ONNX

Client Testimonials

Frequently Asked Questions

What makes TechnoLynx’s GPU expertise unique?

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Our founder, Balázs Keszthelyi, is a recognised pioneer in GPU computing, having built the first OpenCL benchmark adopted by major GPU vendors and architected the VC-6 codec.

Can you optimise AI and computer vision pipelines for any GPU hardware?

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Yes, we support CUDA, OpenCL, Vulkan, Metal, and DirectX, enabling high performance on NVIDIA, AMD, Apple silicon, and other platforms.

Can you help us accelerate our AI models for real-time inference?

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Yes, we specialise in model quantisation, pruning, and GPU-optimised inference using TensorRT, ONNX, and custom pipelines for low-latency, high-throughput applications.

Can you support cross-platform deployment and future-proofing?

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Definitely. We design solutions that are portable across GPU vendors and operating systems, ensuring long-term flexibility and scalability.

Do you develop XR (AR/VR/MR) applications as well?

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Yes, XR is part of our offering. We deliver GPU-accelerated rendering, real-time tracking, and immersive applications for training, simulation, and digital twins.

Can you optimise for both inference and training workloads on GPUs?

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Yes, we design and tune pipelines for both AI model training and inference, using frameworks like TensorRT and ONNX for deployment, and using multi-GPU setups for scalable training.

What’s your experience with multi-GPU and distributed GPU systems?

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We architect and implement multi-GPU and distributed GPU solutions for large-scale simulation, rendering and AI, enabling near-linear scaling and high throughput.

How do you handle memory management and bandwidth optimisation on GPUs?

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We use advanced profiling and memory access pattern analysis to minimise latency, avoid bottlenecks and maximise throughput, especially for large datasets and real-time applications.

Can you help with GPU benchmarking and performance audits?

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Absolutely. We provide detailed benchmarking, including kernel profiling, shader analysis and end-to-end system audits, with actionable recommendations for improvement.

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