Blog

Learn About Our Meetup

5000+ Members

MEETUPS

LEARN, CONNECT, SHARE

Join our meetup, learn, connect, share, and get to know your Toronto AI community. 

JOB POSTINGS

INDEED POSTINGS

Browse through the latest deep learning, ai, machine learning postings from Indeed for the GTA.

CONTACT

CONNECT WITH US

Are you looking to sponsor space, be a speaker, or volunteer, feel free to give us a shout.

[D] Is there are vector training library/framework that stores the vectors to disk when not in use?

I am going to be training item embeddings where there are 8-9 figures of items, and that will lead to memory issues to have all those embeddings loaded into memory all at once.

Since a training step only updates a fraction of the embeddings at a time, I am hoping there’s some library or framework that has the vectors stores on the disk until the training step.

This comes pretty close, https://github.com/plasticityai/magnitude as the vectors are stored to sqlite database, but there’s no way to train the vectors.

submitted by /u/BatmantoshReturns
[link] [comments]

Next Meetup

 

Days
:
Hours
:
Minutes
:
Seconds

 

Plug yourself into AI and don't miss a beat

 


Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.