Struct tract_pulse::internal::Graph [−]
pub struct Graph<F, O> where
O: Debug + Display + AsRef<dyn Op + 'static> + AsMut<dyn Op + 'static> + Clone + 'static + Hash,
F: Fact + Hash + Clone + 'static, { pub nodes: Vec<Node<F, O>, Global>, pub inputs: Vec<OutletId, Global>, pub outputs: Vec<OutletId, Global>, pub outlet_labels: HashMap<OutletId, String, RandomState>, pub properties: HashMap<String, Arc<Tensor>, RandomState>, }
Expand description
Main model class
Parameterized by a Fact class.
Fields
nodes: Vec<Node<F, O>, Global>all nodes in the model
inputs: Vec<OutletId, Global>model inputs
outputs: Vec<OutletId, Global>model outputs
outlet_labels: HashMap<OutletId, String, RandomState>outlet labels
properties: HashMap<String, Arc<Tensor>, RandomState>model properties
Implementations
pub fn add_node(
&mut self,
name: impl Into<String>,
op: impl Into<O>,
output_facts: SmallVec<[F; 4]>
) -> Result<usize, Error>
Connect a node outlet to a node inlet.
Change model inputs and return self.
pub fn set_input_names(
&mut self,
inputs: impl IntoIterator<Item = impl AsRef<str>>
) -> Result<(), Error>
pub fn set_input_names(
&mut self,
inputs: impl IntoIterator<Item = impl AsRef<str>>
) -> Result<(), Error>
Set model inputs by the node name.
pub fn with_input_names(
self,
inputs: impl IntoIterator<Item = impl AsRef<str>>
) -> Result<Graph<F, O>, Error>
pub fn with_input_names(
self,
inputs: impl IntoIterator<Item = impl AsRef<str>>
) -> Result<Graph<F, O>, Error>
Set model inputs by the node name and return self.
pub fn input_fact(&self, ix: usize) -> Result<&F, Error>
pub fn input_fact(&self, ix: usize) -> Result<&F, Error>
Get the ix-th input tensor type information.
pub fn input_fact_mut(&mut self, ix: usize) -> Result<&mut F, Error>
pub fn input_fact_mut(&mut self, ix: usize) -> Result<&mut F, Error>
Get the ix-th input tensor type information, mutably.
pub fn set_input_fact(&mut self, input: usize, fact: F) -> Result<(), Error>
pub fn set_input_fact(&mut self, input: usize, fact: F) -> Result<(), Error>
Set the ix-th input tensor type information.
pub fn with_input_fact(
self,
input: usize,
fact: F
) -> Result<Graph<F, O>, Error>
pub fn with_input_fact(
self,
input: usize,
fact: F
) -> Result<Graph<F, O>, Error>
Set the ix-th input tensor type information and return self.
pub fn auto_outputs(&mut self) -> Result<(), Error>
pub fn auto_outputs(&mut self) -> Result<(), Error>
Guess outputs from the topology: node or nodes with no successors.
Change model outputs.
Change model outputs and return self.
pub fn set_output_names(
&mut self,
outputs: impl IntoIterator<Item = impl AsRef<str>>
) -> Result<(), Error>
pub fn set_output_names(
&mut self,
outputs: impl IntoIterator<Item = impl AsRef<str>>
) -> Result<(), Error>
Set model outputs by node names.
pub fn with_output_names(
self,
outputs: impl IntoIterator<Item = impl AsRef<str>>
) -> Result<Graph<F, O>, Error>
pub fn with_output_names(
self,
outputs: impl IntoIterator<Item = impl AsRef<str>>
) -> Result<Graph<F, O>, Error>
Set model outputs by node names and return self.
pub fn output_fact(&self, ix: usize) -> Result<&F, Error>
pub fn output_fact(&self, ix: usize) -> Result<&F, Error>
Get the ix-th input tensor type information.
pub fn output_fact_mut(&mut self, ix: usize) -> Result<&mut F, Error>
pub fn output_fact_mut(&mut self, ix: usize) -> Result<&mut F, Error>
Get the ix-th input tensor type information, mutably.
pub fn set_output_fact(&mut self, output: usize, fact: F) -> Result<(), Error>
pub fn set_output_fact(&mut self, output: usize, fact: F) -> Result<(), Error>
Set the ix-th output tensor type information.
pub fn with_output_fact(
self,
output: usize,
fact: F
) -> Result<Graph<F, O>, Error>
pub fn with_output_fact(
self,
output: usize,
fact: F
) -> Result<Graph<F, O>, Error>
Set the ix-th output tensor type information and return self.
pub fn node_names(&self) -> impl Iterator<Item = &str>
pub fn node_names(&self) -> impl Iterator<Item = &str>
Iterate over all node names.
pub fn node_id_by_name(&self, name: &str) -> Result<usize, Error>
Find a node by its name.
Borrow mutably a node by its name.
Access the nodes table.
Access the nodes table.
Get input and output tensor information for a node.
Get input tensor information for a node.
Get output tensor information for a node.
pub fn outlet_fact(&self, outlet: OutletId) -> Result<&F, Error>
pub fn outlet_fact(&self, outlet: OutletId) -> Result<&F, Error>
Get tensor information for a single outlet.
pub fn outlet_fact_mut(&mut self, outlet: OutletId) -> Result<&mut F, Error>
pub fn outlet_fact_mut(&mut self, outlet: OutletId) -> Result<&mut F, Error>
Get tensor information for a single outlet.
Get multiple mutable tensor information for outlets.
pub fn set_outlet_fact(
&mut self,
outlet: OutletId,
fact: F
) -> Result<(), Error>
pub fn set_outlet_fact(
&mut self,
outlet: OutletId,
fact: F
) -> Result<(), Error>
Set tensor information for a single outlet.
pub fn with_outlet_fact(
self,
outlet: OutletId,
fact: F
) -> Result<Graph<F, O>, Error>
pub fn with_outlet_fact(
self,
outlet: OutletId,
fact: F
) -> Result<Graph<F, O>, Error>
Set tensor information for a single outlet and return self.
pub fn outlet_label(&self, outlet: OutletId) -> Option<&str>
pub fn outlet_label(&self, outlet: OutletId) -> Option<&str>
Get label for an outlet.
Set label for an outlet.
Set label for an outlet and return self.
pub fn find_outlet_label(&self, label: &str) -> Option<OutletId>
pub fn find_outlet_label(&self, label: &str) -> Option<OutletId>
Find outlet by label.
Computes an evalutation order for the graph inputs and outputs
pub fn check_edges(&self) -> Result<(), Error>
pub fn check_edges(&self) -> Result<(), Error>
Performs a sanity check on network connections.
pub fn into_runnable(self) -> Result<SimplePlan<F, O, Graph<F, O>>, Error>
pub fn into_runnable(self) -> Result<SimplePlan<F, O, Graph<F, O>>, Error>
Converts the model into a RunnableModel which fixes the inputs and outputs and allows passing data through the model.
Perform declutter passes on the network.
pub fn concretize_dims(
&self,
values: &SymbolValues
) -> Result<Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>, Error>
Translate the graph to locally optimized operators (LIR or MIR ops).
pub fn invariants(&self) -> Result<Invariants, Error>
Trait Implementations
Build a model from a filename.
pub fn proto_model_for_path(
&self,
path: impl AsRef<Path>
) -> Result<ProtoModel, Error>
pub fn proto_model_for_path(
&self,
path: impl AsRef<Path>
) -> Result<ProtoModel, Error>
Read a proto model from a filename.
pub fn proto_model_for_read(
&self,
reader: &mut dyn Read
) -> Result<ProtoModel, Error>
pub fn proto_model_for_read(
&self,
reader: &mut dyn Read
) -> Result<ProtoModel, Error>
Parse a proto model from a reader.
Translate a proto model into a model.
fn model_for_read(&self, r: &mut dyn Read) -> Result<Model, Error>
fn model_for_read(&self, r: &mut dyn Read) -> Result<Model, Error>
Read a model from a reader
pub fn create_dummy(&self) -> Box<dyn TypedOp + 'static, Global>ⓘimpl<R> Read for Box<R, Global> where
R: Read + ?Sized, impl<W> Write for Box<W, Global> where
W: Write + ?Sized, impl<F, A> Future for Box<F, A> where
A: Allocator + 'static,
F: Future + Unpin + ?Sized, type Output = <F as Future>::Output;impl<I, A> Iterator for Box<I, A> where
A: Allocator,
I: Iterator + ?Sized, type Item = <I as Iterator>::Item;
impl<R> Read for Box<R, Global> where
R: Read + ?Sized, impl<W> Write for Box<W, Global> where
W: Write + ?Sized, impl<F, A> Future for Box<F, A> where
A: Allocator + 'static,
F: Future + Unpin + ?Sized, type Output = <F as Future>::Output;impl<I, A> Iterator for Box<I, A> where
A: Allocator,
I: Iterator + ?Sized, type Item = <I as Iterator>::Item;pub fn create_source(
&self,
fact: TypedFact
) -> Box<dyn TypedOp + 'static, Global>ⓘimpl<R> Read for Box<R, Global> where
R: Read + ?Sized, impl<W> Write for Box<W, Global> where
W: Write + ?Sized, impl<F, A> Future for Box<F, A> where
A: Allocator + 'static,
F: Future + Unpin + ?Sized, type Output = <F as Future>::Output;impl<I, A> Iterator for Box<I, A> where
A: Allocator,
I: Iterator + ?Sized, type Item = <I as Iterator>::Item;
impl<R> Read for Box<R, Global> where
R: Read + ?Sized, impl<W> Write for Box<W, Global> where
W: Write + ?Sized, impl<F, A> Future for Box<F, A> where
A: Allocator + 'static,
F: Future + Unpin + ?Sized, type Output = <F as Future>::Output;impl<I, A> Iterator for Box<I, A> where
A: Allocator,
I: Iterator + ?Sized, type Item = <I as Iterator>::Item;Auto Trait Implementations
impl<F, O> RefUnwindSafe for Graph<F, O> where
F: RefUnwindSafe,
O: RefUnwindSafe,
impl<F, O> UnwindSafe for Graph<F, O> where
F: RefUnwindSafe + UnwindSafe,
O: UnwindSafe,
Blanket Implementations
Mutably borrows from an owned value. Read more
pub fn into_any(self: Box<T, Global>) -> Box<dyn Any + 'static, Global>ⓘimpl<R> Read for Box<R, Global> where
R: Read + ?Sized, impl<W> Write for Box<W, Global> where
W: Write + ?Sized, impl<F, A> Future for Box<F, A> where
A: Allocator + 'static,
F: Future + Unpin + ?Sized, type Output = <F as Future>::Output;impl<I, A> Iterator for Box<I, A> where
A: Allocator,
I: Iterator + ?Sized, type Item = <I as Iterator>::Item;
pub fn into_any(self: Box<T, Global>) -> Box<dyn Any + 'static, Global>ⓘimpl<R> Read for Box<R, Global> where
R: Read + ?Sized, impl<W> Write for Box<W, Global> where
W: Write + ?Sized, impl<F, A> Future for Box<F, A> where
A: Allocator + 'static,
F: Future + Unpin + ?Sized, type Output = <F as Future>::Output;impl<I, A> Iterator for Box<I, A> where
A: Allocator,
I: Iterator + ?Sized, type Item = <I as Iterator>::Item;
impl<R> Read for Box<R, Global> where
R: Read + ?Sized, impl<W> Write for Box<W, Global> where
W: Write + ?Sized, impl<F, A> Future for Box<F, A> where
A: Allocator + 'static,
F: Future + Unpin + ?Sized, type Output = <F as Future>::Output;impl<I, A> Iterator for Box<I, A> where
A: Allocator,
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fn fmt_binary(self) -> FmtBinary<Self> where
Self: Binary,
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Self: Binary,
Causes self to use its Binary implementation when Debug-formatted.
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) -> R where
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) -> R where
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fn tap_borrow_dbg<B>(self, func: impl FnOnce(&B)) -> Self where
Self: Borrow<B>,
B: ?Sized,
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Self: Borrow<B>,
B: ?Sized,
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fn tap_borrow_mut_dbg<B>(self, func: impl FnOnce(&mut B)) -> Self where
Self: BorrowMut<B>,
B: ?Sized,
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Calls .tap_borrow_mut() only in debug builds, and is erased in release
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fn tap_ref_dbg<R>(self, func: impl FnOnce(&R)) -> Self where
Self: AsRef<R>,
R: ?Sized,
fn tap_ref_dbg<R>(self, func: impl FnOnce(&R)) -> Self where
Self: AsRef<R>,
R: ?Sized,
Calls .tap_ref() only in debug builds, and is erased in release
builds. Read more
fn tap_ref_mut_dbg<R>(self, func: impl FnOnce(&mut R)) -> Self where
Self: AsMut<R>,
R: ?Sized,
fn tap_ref_mut_dbg<R>(self, func: impl FnOnce(&mut R)) -> Self where
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R: ?Sized,
Calls .tap_ref_mut() only in debug builds, and is erased in release
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Calls tap in debug builds, and does nothing in release builds.
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fn tap_mut_dbg<F, R>(self, func: F) -> Self where
F: FnOnce(&mut Self) -> R,
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F: FnOnce(&T) -> R,
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F: FnOnce(&T) -> R,
Calls tap_ref in debug builds, and does nothing in release builds.
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Self: AsMut<T>,
F: FnOnce(&mut T) -> R,
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F: FnOnce(&mut T) -> R,
Provides mutable access to the reference for modification.
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Self: AsMut<T>,
F: FnOnce(&mut T) -> R,
fn tap_ref_mut_dbg<F, R>(self, func: F) -> Self where
Self: AsMut<T>,
F: FnOnce(&mut T) -> R,
Calls tap_ref_mut in debug builds, and does nothing in release builds.
impl<T, U> TapBorrow<U> for T where
U: ?Sized,
impl<T, U> TapBorrow<U> for T where
U: ?Sized,
fn tap_borrow<F, R>(self, func: F) -> Self where
Self: Borrow<T>,
F: FnOnce(&T) -> R,
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Self: Borrow<T>,
F: FnOnce(&T) -> R,
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fn tap_borrow_dbg<F, R>(self, func: F) -> Self where
Self: Borrow<T>,
F: FnOnce(&T) -> R,
fn tap_borrow_dbg<F, R>(self, func: F) -> Self where
Self: Borrow<T>,
F: FnOnce(&T) -> R,
Calls tap_borrow in debug builds, and does nothing in release builds.
fn tap_borrow_mut<F, R>(self, func: F) -> Self where
Self: BorrowMut<T>,
F: FnOnce(&mut T) -> R,
fn tap_borrow_mut<F, R>(self, func: F) -> Self where
Self: BorrowMut<T>,
F: FnOnce(&mut T) -> R,
Provides mutable access to the borrow for modification.
fn tap_borrow_mut_dbg<F, R>(self, func: F) -> Self where
Self: BorrowMut<T>,
F: FnOnce(&mut T) -> R,
fn tap_borrow_mut_dbg<F, R>(self, func: F) -> Self where
Self: BorrowMut<T>,
F: FnOnce(&mut T) -> R,
Calls tap_borrow_mut in debug builds, and does nothing in release
builds. Read more
Immutably dereferences self for inspection.
fn tap_deref_dbg<F, R>(self, func: F) -> Self where
Self: Deref,
F: FnOnce(&Self::Target) -> R,
fn tap_deref_dbg<F, R>(self, func: F) -> Self where
Self: Deref,
F: FnOnce(&Self::Target) -> R,
Calls tap_deref in debug builds, and does nothing in release builds.
fn tap_deref_mut<F, R>(self, func: F) -> Self where
Self: DerefMut,
F: FnOnce(&mut Self::Target) -> R,
fn tap_deref_mut<F, R>(self, func: F) -> Self where
Self: DerefMut,
F: FnOnce(&mut Self::Target) -> R,
Mutably dereferences self for modification.
fn tap_deref_mut_dbg<F, R>(self, func: F) -> Self where
Self: DerefMut,
F: FnOnce(&mut Self::Target) -> R,
fn tap_deref_mut_dbg<F, R>(self, func: F) -> Self where
Self: DerefMut,
F: FnOnce(&mut Self::Target) -> R,
Calls tap_deref_mut in debug builds, and does nothing in release
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