Struct Args 

pub struct Args {
    pub model: PathBuf,
    pub verbose: i64,
    pub gengraph: bool,
    pub graphtype: String,
    pub failfast: bool,
}

Parse and execute inference on pre-trained ONNX models

Fields

model: PathBuf

Path to the folder containing the model to run

If this path is relative, it will be assumed to be relative to $cwd/models, where $cwd is the current working directory

This folder should contain the model’s inputs.json

This file should contain a “modelpath” property which indicates the path to the model’s .onnx file if this path is relative, it will be relative to the model’s folder

This file should also contain an “inputs” property which is an array of paths to the model’s inputs if these paths are relative, they will be relative to the model’s folder

This file should also contain an “outputs” property which is an array of paths to the model’s expected outputs if these paths are relative, they will be relative to the model’s folder, these outputs will be compared to the outputs of the model

verbose: i64

Set verbosity level -1 - No output at all

0 - No output except basic logging

1 - Outputs information about each operator that is executed

2 - Output all results from operators into .npy files

4 - Output intermediate results from operators into .npy files (only supported by conv for now)

gengraph: bool

Generate json/dot file representing the graph of the model

This JSON file is meant to be parsed and printed by the C# program ONNXGraphLayout The dot file can be converted to an image using the dot program from graphviz

graphtype: String

Type of graph to generate, either json or dot, only used if gengraph is true

Default is json

failfast: bool

Fail immediately if an operator is not implemented yet, otherwise continue and execute the model until panic

Implementations

impl Args

pub fn from_parts( model: PathBuf, verbose: i64, gengraph: bool, graphtype: String, failfast: bool, ) -> Self

Only used in the library version of the program

pub fn new( model: PathBuf, verbose: VerbosityLevel, gengraph: bool, graphtype: String, failfast: bool, ) -> Self

Trait Implementations

impl Args for Args

fn group_id() -> Option<Id>

Report the ArgGroup::id for this set of arguments

fn augment_args<'b>(__clap_app: Command) -> Command

Append to Command so it can instantiate Self via FromArgMatches::from_arg_matches_mut

fn augment_args_for_update<'b>(__clap_app: Command) -> Command

Append to Command so it can instantiate self via FromArgMatches::update_from_arg_matches_mut

impl CommandFactory for Args

fn command<'b>() -> Command

Build a Command that can instantiate Self.

fn command_for_update<'b>() -> Command

Build a Command that can update self.

impl Debug for Args

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl FromArgMatches for Args

fn from_arg_matches(__clap_arg_matches: &ArgMatches) -> Result<Self, Error>

Instantiate Self from ArgMatches, parsing the arguments as needed.

fn from_arg_matches_mut( __clap_arg_matches: &mut ArgMatches, ) -> Result<Self, Error>

Instantiate Self from ArgMatches, parsing the arguments as needed.

fn update_from_arg_matches( &mut self, __clap_arg_matches: &ArgMatches, ) -> Result<(), Error>

Assign values from ArgMatches to self.

fn update_from_arg_matches_mut( &mut self, __clap_arg_matches: &mut ArgMatches, ) -> Result<(), Error>

Assign values from ArgMatches to self.

impl Parser for Args

fn parse() -> Self

Parse from std::env::args_os(), exit on error.

fn try_parse() -> Result<Self, Error>

Parse from std::env::args_os(), return Err on error.

fn parse_from<I, T>(itr: I) -> Self

where I: IntoIterator<Item = T>, T: Into<OsString> + Clone,

Parse from iterator, exit on error.

fn try_parse_from<I, T>(itr: I) -> Result<Self, Error>

where I: IntoIterator<Item = T>, T: Into<OsString> + Clone,

Parse from iterator, return Err on error.

fn update_from<I, T>(&mut self, itr: I)

where I: IntoIterator<Item = T>, T: Into<OsString> + Clone,

Update from iterator, exit on error.

fn try_update_from<I, T>(&mut self, itr: I) -> Result<(), Error>

where I: IntoIterator<Item = T>, T: Into<OsString> + Clone,

Update from iterator, return Err on error.