Executor

Struct Executor 

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pub struct Executor<B: Backend> { /* private fields */ }
Expand description

Executes IrProgram graphs on the Shrew tensor runtime.

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impl<B: Backend> Executor<B>

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pub fn new( program: IrProgram, device: B::Device, config: RuntimeConfig, ) -> Result<Self>

Create a new executor. Initializes all parameters.

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pub fn program(&self) -> &IrProgram

Get the underlying IR program.

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pub fn config(&self) -> &RuntimeConfig

Get a reference to the runtime config.

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pub fn config_mut(&mut self) -> &mut RuntimeConfig

Get a mutable reference to the runtime config.

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pub fn params(&self) -> &HashMap<(String, String), Tensor<B>>

Get all parameter tensors.

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pub fn all_params(&self) -> Vec<Tensor<B>>

Get flattened parameter list (all graphs).

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pub fn named_params(&self) -> Vec<(String, Tensor<B>)>

Get all parameters as (key, tensor) pairs, where key = "graph/param".

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pub fn set_param_by_key(&mut self, key: &str, tensor: Tensor<B>) -> bool

Set a parameter by its "graph/param" key. Returns true if found.

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pub fn device(&self) -> &B::Device

The device this executor is running on.

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pub fn run( &self, graph_name: &str, inputs: &HashMap<String, Tensor<B>>, ) -> Result<ExecResult<B>>

Execute a named graph with given inputs.

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pub fn update_params(&mut self, graph_name: &str, new_params: &[Tensor<B>])

Update parameters after an optimizer step.

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pub fn graph_params(&self, graph_name: &str) -> Vec<Tensor<B>>

Collect parameters for a specific graph (for optimizer).

Auto Trait Implementations§

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impl<B> Freeze for Executor<B>
where <B as Backend>::Device: Freeze,

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impl<B> RefUnwindSafe for Executor<B>
where <B as Backend>::Device: RefUnwindSafe,

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impl<B> Send for Executor<B>

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impl<B> Sync for Executor<B>

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impl<B> Unpin for Executor<B>
where <B as Backend>::Device: Unpin,

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impl<B> UnwindSafe for Executor<B>

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V