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Tuesday, June 25 • 11:30 - 11:50
TensorFlow image inferencing: an adventure in Python and Go

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We tried to use the TensorFlow SDK in our existing Go applications, a natural fit for inference on our deep learning models. However, the Go API is not as well maintained as the Python APIs and we hit problems, extracting our inferencing into a standalone Python project.

In Python, it was easy to validate our results but we faced new challenges: do we make our communication synchronous or asynchronous? Do we use HTTP? REST? gRPC? Message queues? In this presentation we tackle several versions of this project and how we reached a stable architecture supporting many deep learning models.
Speakers
avatar for Vitor De Mario

Vitor De Mario

Tech Lead, NeuralMed
Former organizer of GopherCon Brasil and the Go meetups in São Paulo. Speaker since 2015, including TDC São Paulo and Porto Alegre, GopherCon Brasil 2016, a lightning talk on GopherCon Denver 2017, THECONF and 7Masters. Tech lead of a data science company working on deep learning... Read More →

Tuesday June 25, 2019 11:30 - 11:50 -03
Room 9 Av. Rebouças, 3970 - Pinheiros, São Paulo - SP, 05402-600, Brazil
  Engineering

Attendees (88)