Xelera Silva provides best-in-class throughput and latency for XGBoost, LightGBM and CatBoost inference.
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Machine learning based on gradient boosting frameworks such as XGBoost and LightGBM is increasingly used in many application domains, such as algorithmic trading systems, recommender systems, bioscience, or ransomware and DDoS detection systems.
Xelera Silva overcomes the latency drawback or throughput limitations of machine learning algorithms: It enables users to take advantage of in-loop machine learning inference with ultra-low latency or to eliminate throughput bottlenecks.
Accelerator of XGBoost, LightGBM, CatBoost model inference
Sub-microseconds end-to-end
inference latency
APIs: C++ / C / C# /
Python
Concurrent execution of multiple models without latency penalty
Train your own model with the standard frameworks and accelerate the inference
Linux Ubuntu, Linux Rocky, CentOS
On-premise and Cloud
Sub-microsecond inference latency
Bring your own model
Concurrent model execution
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 Alveo U50, U55C, U200, U250 accelerator cards and Azure NP-series virtual machine.
API: C/C++, Python, C#
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.
Do you have any Questions?
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