Integrating our CNN

We will now take our CNN example from an earlier chapter and make some updates that are necessary to package and deploy the network using data supplied by Pachyderm.

Creating a Docker image of our CNN

Pachyderm data pipelines are dependent on prebaked Docker images. The internet is full of Docker tutorials, so we'll keep things simple here and discuss what we need to do to take advantage of the simple deployment steps for any Go application.

Let's take a look at our Dockerfile:

FROM golang:1.12

ADD main.go /main.go

ADD cifar/ /cifar/

RUN export GOPATH=$HOME/go && cd / && go get -d -v .

And that's it! We're simply fetching the Go 1.12 image from Docker Hub and dropping our...