tract-pulse 0.23.0-dev.5

Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
Documentation 
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#![allow(clippy::len_zero)]
#[macro_use]
pub mod macros;

pub mod fact;
pub mod model;
pub mod ops;

pub mod internal {
    pub use std::fmt;
    pub use tract_nnef::internal::*;
    pub use tract_pulse_opl::tract_nnef;

    pub use downcast_rs::Downcast;

    pub use crate::fact::PulsedFact;
    pub use crate::model::{PulsedModel, PulsedModelExt};
    pub use crate::ops::{OpPulsifier, PulsedOp};
}

use std::ops::ControlFlow;

use internal::*;
use tract_core::transform::ModelTransform;
use tract_pulse_opl::tract_nnef::tract_core;

pub use ops::PulsedOp;

#[derive(Debug, Default, serde::Deserialize)]
pub struct PulseConfig {
    pub symbol: Option<String>,
    pub pulse: String,
}

#[derive(Debug)]
struct PulseTransform(PulseConfig);

impl ModelTransform for PulseTransform {
    fn name(&self) -> std::borrow::Cow<'static, str> {
        "pulse".into()
    }
    fn transform(&self, model: &mut TypedModel) -> TractResult<()> {
        let symbol = self.0.symbol.as_deref().unwrap_or("S");
        let sym = model.symbols.sym(symbol);
        let pulse_dim = parse_tdim(&model.symbols, &self.0.pulse)?;
        let pulsed = model::PulsedModel::new(model, sym, &pulse_dim)?;
        *model = pulsed.into_typed()?;
        Ok(())
    }
}

register_model_transform!("pulse", PulseConfig, |config| Ok(Box::new(PulseTransform(config))));

pub trait WithPulse {
    fn enable_pulse(&mut self);
    fn with_pulse(self) -> Self;
}

impl WithPulse for tract_nnef::framework::Nnef {
    fn enable_pulse(&mut self) {
        self.enable_tract_core();
        self.registries.push(tract_nnef_registry());
    }
    fn with_pulse(mut self) -> Self {
        self.enable_pulse();
        self
    }
}

pub fn tract_nnef_registry() -> Registry {
    let mut reg = tract_pulse_opl::tract_nnef_registry();
    ops::delay::register(&mut reg);
    reg.extensions.push(Box::new(decl_stream_symbol));
    reg
}

fn decl_stream_symbol(
    _proto_model: &mut ModelBuilder,
    name: &Identifier,
    _rest: &str,
) -> TractResult<ControlFlow<(), ()>> {
    if name.0 == "tract_pulse_streaming_symbol" {
        Ok(ControlFlow::Break(()))
    } else {
        Ok(ControlFlow::Continue(()))
    }
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn test_source_must_stream() {
        let mut model = TypedModel::default();
        let s = model.symbols.sym("S");
        let _a = model.add_source("a", f32::fact([1, 2, 3])).unwrap();
        model.auto_outputs().unwrap();
        assert!(PulsedModel::new(&model, s.clone(), &4.to_dim()).is_err());

        let mut model = TypedModel::default();
        let _a = model.add_source("a", f32::fact(dims![1, s, 3].as_ref())).unwrap();
        model.auto_outputs().unwrap();
        let pulse = PulsedModel::new(&model, s, &4.to_dim()).unwrap();
        assert_eq!(
            *pulse.outlet_fact(OutletId::new(0, 0)).unwrap().to_typed_fact().unwrap(),
            f32::fact([1usize, 4, 3])
        );
    }

    #[test]
    fn test_immediate() {
        let mut model = TypedModel::default();
        let s = model.symbols.sym("S");
        let _a = model.add_source("a", f32::fact(dims![s, 2, 3].as_ref())).unwrap();
        model.auto_outputs().unwrap();

        let pulse = PulsedModel::new(&model, s, &4.to_dim()).unwrap();

        assert_eq!(*pulse.input_fact(0).unwrap().to_typed_fact().unwrap(), f32::fact([4, 2, 3]));
        assert_eq!(*pulse.output_fact(0).unwrap().to_typed_fact().unwrap(), f32::fact([4, 2, 3]));
    }
}