Trait dfdx::tensor::Tensor

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pub trait Tensor: HasArrayType + HasArrayData + HasDevice + CanUpdateWithGradients + HasUniqueId + IntoPhantom + ResetId {
    type Tape: Tape;
    type NoTape: 'static + Tensor<Array = Self::Array, Dtype = Self::Dtype, Tape = NoneTape, NoTape = Self::NoTape> + TensorCreator + PutTape<Self::Tape, Output = Self> + Clone;

    fn split_tape(self) -> (Self::NoTape, Self::Tape);
    fn with_empty_tape(&self) -> Self;
}
Expand description

The main tensor trait. A tensor consists of mainly 1. an array, 2. a device, 3. a unique id.

Required Associated Types

The Tape this tensor owns.

This tensor but with NoneTape.

Required Methods

Removes whatever Tape this tensor has and returns itself without a tape.

Clones self and initializes a new empty tape.

Implementors