Tecton
timezone
+00:00 GMT
SIGN IN
  • Home
  • Events
  • Content
  • Help
Sign In
Sign in or Join the community to continue

PyTorch's Next Generation of Data Tooling

Posted Apr 12, 2022 | Views 683
# Data engineering
# Open Source
Share
SPEAKER
Donny Greenberg
Donny Greenberg
Donny Greenberg
Product Management Lead, PyTorch @ Meta

Donny Greenberg is the PyTorch PM lead at Meta, supporting the AI community across research, production, OSS, and enterprise. Recent projects include TorchRec, the open-sourcing of Meta's large-scale recommendations infra, TorchArrow&TorchData, PyTorch's next generation of data APIs, and unified training infrastructure at Meta. He previously worked at IBM as a Quantum Computing Researcher and Tech Lead for IBM's open-source Quantum Algorithms library, and at Google on its Ad Exchange real-time bidding platform. He holds 9 patents and graduated from Binghamton University with bachelor's degrees in Computer Science, Mathematics, and Finance.

+ Read More

Donny Greenberg is the PyTorch PM lead at Meta, supporting the AI community across research, production, OSS, and enterprise. Recent projects include TorchRec, the open-sourcing of Meta's large-scale recommendations infra, TorchArrow&TorchData, PyTorch's next generation of data APIs, and unified training infrastructure at Meta. He previously worked at IBM as a Quantum Computing Researcher and Tech Lead for IBM's open-source Quantum Algorithms library, and at Google on its Ad Exchange real-time bidding platform. He holds 9 patents and graduated from Binghamton University with bachelor's degrees in Computer Science, Mathematics, and Finance.

+ Read More
SUMMARY

An overview and lookahead of our data efforts within PyTorch, including our new API extension points to support state-of-the-art ML data processing in both research and production. TorchData, an extensible library for constructing data loading graphs, and TorchArrow, and lightweight front-end for dispatchable data processing, will be introduced with examples.

+ Read More

Watch More

30
Posted Mar 28, 2021 | Views 648
# Data engineering
# Open Source
10
Posted Mar 28, 2021 | Views 335
# Explainability and Observability
30
Posted Mar 28, 2021 | Views 384
# Model serving
# Open Source
# Systems and Architecture