[−][src]Struct tract_tensorflow::tfpb::tensorflow::TensorProto
Protocol buffer representing a tensor.
Fields
dtype: i32
tensor_shape: Option<TensorShapeProto>
Shape of the tensor. TODO(touts): sort out the 0-rank issues.
version_number: i32
Version number.
In version 0, if the "repeated xxx" representations contain only one element, that element is repeated to fill the shape. This makes it easy to represent a constant Tensor with a single value.
tensor_content: Vec<u8>
Serialized raw tensor content from either Tensor::AsProtoTensorContent or memcpy in tensorflow::grpc::EncodeTensorToByteBuffer. This representation can be used for all tensor types. The purpose of this representation is to reduce serialization overhead during RPC call by avoiding serialization of many repeated small items.
half_val: Vec<i32>
DT_HALF, DT_BFLOAT16. Note that since protobuf has no int16 type, we'll have some pointless zero padding for each value here.
float_val: Vec<f32>
DT_FLOAT.
double_val: Vec<f64>
DT_DOUBLE.
int_val: Vec<i32>
DT_INT32, DT_INT16, DT_INT8, DT_UINT8.
string_val: Vec<Vec<u8>>
DT_STRING
scomplex_val: Vec<f32>
DT_COMPLEX64. scomplex_val(2i) and scomplex_val(2i+1) are real and imaginary parts of i-th single precision complex.
int64_val: Vec<i64>
DT_INT64
bool_val: Vec<bool>
DT_BOOL
dcomplex_val: Vec<f64>
DT_COMPLEX128. dcomplex_val(2i) and dcomplex_val(2i+1) are real and imaginary parts of i-th double precision complex.
resource_handle_val: Vec<ResourceHandleProto>
DT_RESOURCE
variant_val: Vec<VariantTensorDataProto>
DT_VARIANT
uint32_val: Vec<u32>
DT_UINT32
uint64_val: Vec<u64>
DT_UINT64
Implementations
impl TensorProto
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pub fn dtype(&self) -> DataType
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Returns the enum value of dtype
, or the default if the field is set to an invalid enum value.
pub fn set_dtype(&mut self, value: DataType)
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Sets dtype
to the provided enum value.
Trait Implementations
impl Clone for TensorProto
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pub fn clone(&self) -> TensorProto
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pub fn clone_from(&mut self, source: &Self)
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impl Debug for TensorProto
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impl Default for TensorProto
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impl From<TensorProto> for AttrValue
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pub fn from(t: TensorProto) -> AttrValue
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impl Message for TensorProto
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pub fn encode_raw<B>(&self, buf: &mut B) where
B: BufMut,
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B: BufMut,
pub fn merge_field<B>(
&mut self,
tag: u32,
wire_type: WireType,
buf: &mut B,
ctx: DecodeContext
) -> Result<(), DecodeError> where
B: Buf,
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&mut self,
tag: u32,
wire_type: WireType,
buf: &mut B,
ctx: DecodeContext
) -> Result<(), DecodeError> where
B: Buf,
pub fn encoded_len(&self) -> usize
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pub fn clear(&mut self)
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pub fn encode<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
B: BufMut,
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B: BufMut,
pub fn encode_length_delimited<B>(&self, buf: &mut B) -> Result<(), EncodeError> where
B: BufMut,
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B: BufMut,
pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
Self: Default,
B: Buf,
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Self: Default,
B: Buf,
pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
Self: Default,
B: Buf,
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Self: Default,
B: Buf,
pub fn merge<B>(&mut self, buf: B) -> Result<(), DecodeError> where
B: Buf,
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B: Buf,
pub fn merge_length_delimited<B>(&mut self, buf: B) -> Result<(), DecodeError> where
B: Buf,
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B: Buf,
impl PartialEq<TensorProto> for TensorProto
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pub fn eq(&self, other: &TensorProto) -> bool
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pub fn ne(&self, other: &TensorProto) -> bool
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impl StructuralPartialEq for TensorProto
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impl<'a> TryFrom<&'a Tensor> for TensorProto
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type Error = TractError
The type returned in the event of a conversion error.
pub fn try_from(from: &Tensor) -> TractResult<TensorProto>
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impl<'a> TryFrom<&'a TensorProto> for Tensor
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type Error = TractError
The type returned in the event of a conversion error.
pub fn try_from(t: &TensorProto) -> TractResult<Tensor>
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Auto Trait Implementations
impl RefUnwindSafe for TensorProto
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impl Send for TensorProto
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impl Sync for TensorProto
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impl Unpin for TensorProto
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impl UnwindSafe for TensorProto
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Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
pub fn borrow_mut(&mut self) -> &mut Tⓘ
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impl<T> Downcast for T where
T: Any,
T: Any,
pub fn into_any(self: Box<T, Global>) -> Box<dyn Any + 'static, Global>ⓘNotable traits for Box<R, 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
F: Unpin + Future + ?Sized,
A: Allocator + 'static, type Output = <F as Future>::Output;impl<I, A> Iterator for Box<I, A> where
I: Iterator + ?Sized,
A: Allocator, type Item = <I as Iterator>::Item;
Notable traits for Box<R, 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
F: Unpin + Future + ?Sized,
A: Allocator + 'static, type Output = <F as Future>::Output;impl<I, A> Iterator for Box<I, A> where
I: Iterator + ?Sized,
A: Allocator, type Item = <I as Iterator>::Item;
pub fn into_any_rc(self: Rc<T>) -> Rc<dyn Any + 'static>
pub fn as_any(&self) -> &(dyn Any + 'static)
pub fn as_any_mut(&mut self) -> &mut (dyn Any + 'static)
impl<T> DowncastSync for T where
T: Send + Sync + Any,
T: Send + Sync + Any,
impl<T> DynClone for T where
T: Clone,
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T: Clone,
pub fn __clone_box(&self, Private) -> *mut ()
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impl<T> From<T> for T
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impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<T> ToOwned for T where
T: Clone,
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T: Clone,
type Owned = T
The resulting type after obtaining ownership.
pub fn to_owned(&self) -> T
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pub fn clone_into(&self, target: &mut T)
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impl<T, U> TryFrom<U> for T where
U: Into<T>,
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U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
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impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
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U: TryFrom<T>,