Struct caffe2_operator::SimpleRefCountNet

source · 
pub struct SimpleRefCountNet { /* private fields */ }
Expand description

| SimpleRefcountNet is an implementation | that adds an additional abstraction | on top of SimpleRefCountNet: it tracks | all the tensors and for those that are | considered internal/temporary, delete | them once their refcount go to zero. | | In the context of a simple static run, | this can be carried out during construction | time: we will do a pass through the network | and track what blobs we need to do reset | on, after the execution of every op. | | To identify which blob is considered | temporary, we employ the following | strategy: any blob that is | | (1) consumed but not produced by ops | in the net, or | | (2) produced but not consumed by ops | in the net, or | | (3) is marked as external_output in | the protobuf will NOT be considered | temporary. | | In the long run, we should design proper | functional interfaces so that nets | are less imperative and more functional. | | Also, for now, SimpleRefCountNet should | only be used for benchmarking purposes | and not product use, since it is not going | to provide better performance gain, | and is implicitly incompatible with | the contract that earlier Nets expose | - that all intermediate blobs are visible | to the users. |

Implementations§

source§

impl SimpleRefCountNet

source

pub fn new(net_def: &Arc<NetDef>, ws: *mut Workspace) -> Self

source

pub fn run(&mut self) -> bool

Auto Trait Implementations§

Blanket Implementations§

source§

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

source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
source§

impl<T> Borrow<T> for Twhere T: ?Sized,

const: unstable · source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
source§

impl<T> BorrowMut<T> for Twhere T: ?Sized,

const: unstable · source§

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

Mutably borrows from an owned value. Read more
source§

impl<T> From<T> for T

const: unstable · source§

fn from(t: T) -> T

Returns the argument unchanged.

source§

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

const: unstable · source§

fn into(self) -> U

Calls U::from(self).

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

§

impl<T> Pointable for T

§

const ALIGN: usize = mem::align_of::<T>()

The alignment of pointer.
§

type Init = T

The type for initializers.
§

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
§

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
§

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
§

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
source§

impl<T> Same<T> for T

§

type Output = T

Should always be Self
§

impl<SS, SP> SupersetOf<SS> for SPwhere SS: SubsetOf<SP>,

§

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
§

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
§

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
§

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
source§

impl<T, U> TryFrom<U> for Twhere U: Into<T>,

§

type Error = Infallible

The type returned in the event of a conversion error.
const: unstable · source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
source§

impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

§

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

The type returned in the event of a conversion error.
const: unstable · source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
§

impl<V, T> VZip<V> for Twhere V: MultiLane<T>,

§

fn vzip(self) -> V