Serve a SavedModel

Serve a TensorFlow SavedModel as a local web api under http://localhost:8089.

serve_savedmodel(model_dir, host = "127.0.0.1", port = 8089,
  daemonized = FALSE, browse = !daemonized)

Arguments

model_dir

The path to the exported model, as a string.
host

Address to use to serve model, as a string.
port

Port to use to serve model, as numeric.
daemonized

Makes 'httpuv' server daemonized so R interactive sessions are not blocked to handle requests. To terminate a daemonized server, call 'httpuv::stopDaemonizedServer()' with the handle returned from this call.
browse

Launch browser with serving landing page?

See also

export_savedmodel()

Examples

# NOT RUN {
# serve an existing model over a web interface
tfdeploy::serve_savedmodel(
  system.file("models/tensorflow-mnist", package = "tfdeploy")
)
# }