Revolutionizing ML Inference with Myrtle.ai's VOLLO
Myrtle.ai, a well-respected name in the field of machine learning, has made a significant advancement by offering support for its VOLLO inference accelerator on the NT400D1x series of SmartNICs from Napatech. This development empowers industries to achieve ML inference latencies that can drop below one microsecond.
Unmatched Performance for Diverse Applications
The introduction of VOLLO addresses the critical need for rapid inference processing in various sectors such as financial trading, telecommunications, cybersecurity, and network management. These industries benefit immensely from the ability to perform ML inference with minimal delay, thus enhancing security, safety, efficiency, and cost-effectiveness.
Adapting to Modern Computational Needs
VOLLO supports a wide array of machine learning models including Long Short-Term Memory (LSTM), Convolutional Neural Networks (CNN), Multi-Layer Perceptrons (MLP), as well as Random Forests and Gradient Boosting decision trees. This versatility maximizes its applicability across a broad spectrum of technologies.
Industry Leaders Collaborate for Innovation
Peter Baldwin, the CEO of Myrtle.ai, expressed enthusiasm about their collaboration with Napatech. He noted, "We're excited to be working with the world leader in SmartNIC sales to enable unprecedented low latencies for ML inference." This partnership aims to meet growing demands from customers who are continually seeking lower latency solutions.
Enhancing Market Capabilities
Jarrod J.S. Siket, the Chief Product & Marketing Officer at Napatech, highlighted the promising potential this collaboration holds for finance market clients. He stated, "We recognized that the latency leader in the STAC ML benchmarks could bring real value to our customers in the finance market as they increase their adoption of ML for auto trading." This points to a clear synergy where both companies position themselves to benefit clients with advanced technological needs.
The Future of Machine Learning Is Here
For those interested in experiencing the capabilities of VOLLO, the ML-oriented compiler is available for download at vollo.myrtle.ai. Clients can explore how their models perform on the NT400D1x series of SmartNICs, revealing innovative solutions that the industry has to offer.
About Myrtle.ai
Myrtle.ai is an AI/ML software company recognized for delivering high-performance inference accelerators on FPGA-based platforms. With comprehensive expertise in neural network technology across all types of ML networks, Myrtle has developed accelerators for diverse applications, spanning FinTech, Speech Processing, and Recommendation systems.
Frequently Asked Questions
What is Myrtle.ai known for?
Myrtle.ai specializes in accelerated machine learning inference technologies, particularly focusing on low-latency applications.
What does the VOLLO inference accelerator achieve?
VOLLO achieves unmatched ML inference latencies, capable of operating in less than one microsecond.
What sectors can benefit from Myrtle.ai's technology?
Industries such as financial trading, telecommunications, cybersecurity, and network management are among those that benefit significantly from Myrtle.ai's solutions.
How can interested users access VOLLO?
The VOLLO compiler is available for download at vollo.myrtle.ai, allowing users to test their models on the supported SmartNICs.
Who leads Myrtle.ai?
Peter Baldwin serves as the CEO of Myrtle.ai and plays a key role in driving the company's vision and innovation in machine learning technologies.
