Published On: Thu, Mar 18th, 2021

OctoML raises $28M Series B for the appurtenance training acceleration platform

OctoML, a Seattle-based startup that offers a appurtenance training acceleration height build on tip of a open-source Apache TVM compiler horizon project, currently announced that it has lifted a $28 million Series B appropriation spin led by Addition. Previous investors Madrona Venture Group and Amplify Partners also participated in this round, that brings a company’s sum appropriation to $47 million. The association final lifted in Apr 2020, when it announced a $15 million Series A spin led by Amplify. 

The guarantee of OctoML, that was founded by a group that also combined TVM, is that developers can move their models to a height and a use will automatically optimize that model’s opening for any given cloud or corner device.

As Brazil-born OctoML co-founder and CEO Luis Ceze told me, given lifting a Series A round, a association started onboarding some early adopters to a ‘Octomizer’ SaaS platform.

Image Credits: OctoML

“It’s still in early access, though we are we have tighten to 1,000 early entrance sign-ups on a waitlist,” Ceze said. “That was a flattering clever vigilance for us to finish adult holding this [funding]. The Series B was pre-emptive. We were formulation on starting to lift income right about now. We had hardly started spending a Series A income — we still had a lot of that left. But given we saw this expansion and we had some-more profitable business than we anticipated, there were a lot of signals like, ‘hey, now we can accelerate a go-to-market machinery, build a patron success group and continue expanding a engineering group to build new features.”

Ceze tells me that a group also saw clever expansion signals in a altogether village around a TVM devise (with about 1,000 people attending a practical contention final year). As for a patron bottom (and companies on a waitlist), Ceze says it represents a far-reaching operation of verticals that operation from invulnerability contractors to financial services and life scholarship companies, automotive firms and startups in a accumulation of fields.

Recently, OctoML also launched support for a Apple M1 chip — and saw really good opening from that.

The association has also shaped partnerships with attention heavyweights like Microsoft (which is also a customer), Qualcomm and AMD to build out a open-source components and optimize a use for an even wider operation of models (and incomparable ones, too).

On a engineering side, Ceze tells me that a group is looking during not only optimizing and tuning models though also a training process. Training ML models can fast spin dear and any use that can speed adult that routine leads to approach assets for a users — that in spin creates OctoML an easier sell. The devise here, Ceze tells me, is to offer an end-to-end resolution where people can optimize their ML training and a ensuing models and afterwards pull their models out to their elite platform. Right now, a users still have to take a artifact that a Octomizer creates and muster that themselves, though deployment support is on OctoML’s roadmap.

“When we initial met Luis and a OctoML team, we knew they were staid to renovate a approach ML teams muster their appurtenance training models,” pronounced Lee Fixel, owner of Addition. “They have a vision, a talent and a record to expostulate ML mutation opposite each vital enterprise. They launched Octomizer 6 months ago and it’s already apropos a go-to resolution developers and information scientists use to maximize ML indication performance. We demeanour brazen to ancillary a company’s continued growth.”

OctoML raises $15M to make optimizing ML models easier


Early Stage is a premier “how-to” eventuality for startup entrepreneurs and investors. You’ll hear firsthand how some of a many successful founders and VCs build their businesses, lift income and conduct their portfolios. We’ll cover each aspect of association building: Fundraising, recruiting, sales, product-market fit, PR, selling and formula building. Each event also has assembly appearance built-in — there’s plenty time enclosed for assembly questions and discussion. Use formula “TCARTICLE during checkout to get 20% off tickets right here.

About the Author