Training large-scale AI models requires handling vast datasets, billions of parameters, and complex computations, posing challenges such as memory bandwidth limitations, high latency, and computational bottlenecks. We thus work with you to develop custom silicon solutions with high-performance architectures optimizing memory bandwidth, latency reduction, and energy-efficient processing to ensure faster convergence and superior performance across AI workloads.
Leverage our expertise in optimizing silicon architecture for (AI accelerators, GPUs, NPUs, TPUs, ASICs..) for developing neural network training that ensures faster responding, high precision, and efficient matrix operations.
Benefit from our extensive experience in advanced chip design, including turnkey ASICs, FPGAs, and multi-node architectures to develop custom silicon solutions with parallel processing, energy-efficient data flows, and hardware-software co-optimization.
From specs to product launch, we specialize in hardware and software co-design, board development, platform integration, and pre to post-silicon validation, ensuring seamless deployment and optimal performance of your AI training infrastructure.
Convert insights into detailed hardware specifications tailored to your AI workloads. We outline system and silicon requirements, including compute, memory bandwidth, and power efficiency, creating a blueprint for customized silicon solutions.
Develop comprehensive system architectures that integrate software, hardware, board design, and platforms and use advanced techniques like parallel computing, dataflow optimization, specialized accelerators, and efficient physical design to enhance training efficiency and speed.
Accelerate design validation with FPGA emulation and simulation-based verification. Our rapid prototyping approach enables iterative improvements, reducing development time and costs while ensuring robust silicon designs and AI algorithms.
Manage the entire silicon engineering process from specification to mass production. We handle RTL design, physical implementation, tape out, platform hardware design, post-silicon validation, ensuring seamless integration into your AI operations with support at every stage.
Let’s connect to unlock the potential of next-generation AI with custom silicon solutions!
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