Neural Magic, the AI company building a software platform for deep learning inference, today announced a $30 million Series A funding round led by existing investor NEA with participation from Andreessen Horowitz, Amdocs, Comcast Ventures, Pillar VC, and Ridgeline Ventures. This financing brings the company’s total amount raised to $50 million. The new capital will be used to advance Neural Magic’s leadership in pure software machine learning acceleration and to support the success of a growing community of developers.
Born out of MIT, Neural Magic creates groundbreaking algorithms and tools that bring software, rather than specialized hardware, to the center stage in machine learning (ML) infrastructure. The company creates machine learning models that deliver GPU class performance on commodity CPU hardware, creating a flexible world of AI delivered and executed purely in software.
“Earlier this year we made our model optimization tools and inference engine available to a community of machine learning developers, and it’s been exhilarating to watch their successes while learning from their feedback,” said Brian Stevens, Neural Magic’s CEO and former CTO of Red Hat and Google Cloud. “We will continue to listen, build, and innovate at the speed of software, toward our vision of an AI platform that fits as seamlessly into the cloud-native world as it does at the edge.”
Since open sourcing their machine learning tools earlier this year, Neural Magic has seen growing adoption across the machine learning community. Developers have been able to accelerate their model engineering timeline by starting with Neural Magic’s pre-optimized models and deploy more quickly without the constraints of specialty hardware.
In conjunction with the financing, NEA’s Greg Papadopoulos will join Neural Magic’s board of directors. Papadopoulos brings vast experience to the team from his former role as CTO of Sun Microsystems, his mentorship of early-stage software companies, and his work at MIT on parallel dataflow computing architectures.
“Neural Magic has assembled a world-class team to tackle an incredibly challenging problem--delivering GPU speeds for machine learning inference (ML) using software and commodity CPUs,” said Greg Papadopoulos, Venture Partner at NEA. “The complexity of Neural Magic’s ML technologies and their ability to speed up the model optimization process while unlocking frictionless deployments are astonishing. We’re thrilled to continue partnering with the team to build a world where application inference can be deployed, managed, and scaled with zero friction.”
About Neural Magic
Neural Magic is making deep learning faster, affordable, and flexible with automated model sparsification technologies that minimize footprint and allow models to run on CPUs at GPU speeds. The company is spun out of MIT by founders Nir Shavit and Alexander Matveev who were frustrated by the limitations in memory size and software complexity imposed by GPUs. Neural Magic investors include Amdocs, Andreessen Horowitz, Comcast Ventures, NEA, Pillar VC, and Ridgeline Ventures.
New Enterprise Associates, Inc. (NEA) is a global venture capital firm focused on helping entrepreneurs build transformational businesses across multiple stages, sectors and geographies. With nearly $24 billion in cumulative committed capital since the firm's founding in 1977, NEA invests in technology and healthcare companies at all stages in a company's lifecycle, from seed stage through IPO. The firm's long track record of successful investing includes more than 250 portfolio company IPOs and more than 425 mergers and acquisitions. www.nea.com.