library(tensorflow)
# examine an example configuration file provided by tensorflow
file <- system.file("examples/config/flags.yml", package = "tensorflow")
cat(readLines(file), sep = "\n")
# read the default configuration
FLAGS <- tensorflow::parse_flags("default", file = file)
str(FLAGS)
# read the alternate configuration: note that
# the default configuration is inherited, but
# we override the 'string' configuration here
FLAGS <- tensorflow::parse_flags("alternate", file = file)
str(FLAGS)
# override configuration values using command
# line arguments (normally, these would be
# passed in through the command line invocation
# used to start the process)
FLAGS <- tensorflow::parse_flags(
"alternate",
file = file,
arguments = c("--foo=1")
)
str(FLAGS) parse_flags
Parse Configuration Flags for a TensorFlow Application
Description
Parse configuration flags for a TensorFlow application. Use this to parse and unify the configuration(s) specified through a flags.yml configuration file, alongside other arguments set through the command line.
Usage
parse_flags(
config = Sys.getenv("R_CONFIG_ACTIVE", unset = "default"),
file = "flags.yml",
arguments = commandArgs(TRUE)
) Arguments
| Arguments | Description |
|---|---|
| config | The configuration to use. Defaults to the active configuration for the current environment (as specified by the R_CONFIG_ACTIVE environment variable), or default when unset. |
| file | The configuration file to read. |
| arguments | The command line arguments (as a character vector) to be parsed. |
Value
A named R list, mapping configuration keys to values.