XELERA SILVA
Ultra-Low Latency
AI Inference Platform
Xelera Silva provides best-in-class throughput and latency for Gradient Boosting Trees and Neural Network inference.
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Xelera Silva provides best-in-class throughput and latency for Gradient Boosting Trees and Neural Network inference.
Xelera Silva provides FPGA-accelerated inference for Gradient-Boosted Tree models and Neural Networks. Supporting concurrent multi-model execution via a hardware scheduler, Silva exposes multiple parallel PCIe virtual channels with a user-configurable mapping between host threads/processes and deployed models.
Algorithms:
XGBoost, LightGBM,CatBoost
Feature Types:
Numerical (float32), Categorical
Batch Size: 1
Devices:
AMD Alveo U50, U55C, V80
Napatech NT200A02
Deployment:
On-premise
Operating System:
Linux Ubuntu, Linux Rocky, CentOS
Algorithms:
LSTM, Linear Layers, activations(sigmoid, tanh, relu)
Feature Types:
float16, bfloat16
Batch Size: 1
Devices:
AMD Alveo V80
Deployment:
On-premise
Operating System:
Linux Ubuntu, Linux Rocky, CentOS
Inference time with a typical latency of 1 to 3microseconds, depending on the AI algorithm
Neural networks and boosted tree algorithms under aunified high-performance software API in C/C++ and Python
Train your own model with the standard frameworks onyour data and dynamically deploy on the accelerator card
Concurrent execution of multiple models on a singleaccelerator with instantaneous model hot-swapping
Xelera Silva is a turnkey full-stack solution designed to jumpstart best-in-class AI Inference acceleration.
DEB / RPM packages and FPGA bitstreams for AMD AlveoU50, U55C, V80 accelerator cards and Napatech NT200A02.
API: C/C++, Python
Host library to load model to the FPGA and run inference
Jumpstart the AI inference acceleration with the provided example design
Integration and full lifecycle maintenance support
Periodic software updates
We understand that integrating solutions does not only require exceptional functionality but also transparent pricing models and reliable support. As technology evolves, so do we. We are committed to continuous innovation, ensuring that our software remains at the forefront of machine learning acceleration. With regular updates and feature enhancements, you can trust that you're always leveraging the latest advancements in the field. Our commitment to innovation means that you can stay ahead of the competition and unlock new possibilities for your projects. Contact us today to learn more about our pricing plans and support services. Unlock the full potential of your projects.
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