Myrtle.ai Enhances ML Inference with Microsecond Latencies
Myrtle.ai Unveils VOLLO for Ultra-Low Latency Machine Learning
Myrtle.ai, a trailblazer in the field of machine learning (ML) acceleration, is making significant strides with its latest development. The company has introduced support for the VOLLO inference accelerator on the NT400D1x series of SmartNICs from Napatech. This innovation is poised to redefine ML inference latencies, achieving remarkable speeds that can be as low as one microsecond.
Industry-Leading Latency for Diverse Machine Learning Models
The VOLLO system allows users to perform inference tasks at unprecedented speeds, essential for applications requiring immediate data processing such as financial trading and cybersecurity. With the capability to run various ML models, including Long Short-Term Memory (LSTM), Convolutional Neural Networks (CNN), and decision trees like Random Forests and Gradient Boosting, VOLLO caters to a broad spectrum of industries.
Meeting the Needs of Emerging Application Areas
This advancement aims to fulfill the requirements of sectors where low-latency machine learning provides a competitive edge. Applications such as network management, telecommunications, and financial services benefit significantly when inference is executed close to the network. This proximity reduces delays, enhancing performance, security, and operational efficiency.
Industry Leaders Collaborate for Enhanced User Experience
Peter Baldwin, the CEO of Myrtle.ai, expressed enthusiasm regarding the collaboration with a renowned leader in SmartNIC sales. He emphasized the urgency for clients to achieve lower latencies and how VOLLO's unique capabilities can help leverage these efficiencies. Meanwhile, Jarrod J.S. Siket, Chief Product & Marketing Officer at Napatech, highlighted how the VOLLO compiler simplifies integration for ML developers, enhancing their product offerings.
Efficiency in Financial Markets and Beyond
This technological integration is particularly significant for the finance sector, where speed and accuracy can significantly influence profitability. As ML adoption grows in auto trading, the need for rapid inference capabilities has never been higher.
How to Access VOLLO Compiler
For developers eager to explore this innovation, Myrtle.ai has made the ML-oriented VOLLO compiler available for download at vollo.myrtle.ai. This channel offers insights into potential latency performance for various models on Napatech's NT400D1x SmartNICs.
About Myrtle.ai
Myrtle.ai stands at the forefront of AI/ML software development, committed to providing cutting-edge inference accelerators tailored for FPGA-based platforms. With comprehensive expertise in neural networks, Myrtle has successfully developed solutions across diverse sectors, including FinTech, Speech Processing, and Recommendation Systems.
Frequently Asked Questions
What is Myrtle.ai?
Myrtle.ai is an AI/ML software company focused on developing advanced inference accelerators for machine learning applications on FPGA platforms.
What is VOLLO?
VOLLO is an inference accelerator developed by Myrtle.ai, designed to significantly reduce ML inference latencies to microsecond levels.
Who are Napatech?
Napatech is a leading provider of SmartNICs, which optimize network performance, particularly for machine learning applications within financial and telecommunications sectors.
What models can be run on VOLLO?
The VOLLO platform supports a variety of machine learning models, including LSTM, CNN, MLP, Random Forests, and Gradient Boosting.
How can I download the VOLLO compiler?
Interested users can download the VOLLO compiler from vollo.myrtle.ai to explore its capabilities for their machine learning models.
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