Function (autodiff)
function
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This is where the forwards and backwards passes live.
Contiguous
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Contiguous(
device: Union[str, Tuple[str, ...]],
*tensors: Tensor,
metadata: Optional[Metadata] = None
)
Bases: Function
ContiguousBackward
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ContiguousBackward(
device: Union[str, Tuple[str, ...]],
*tensors: Tensor,
metadata: Optional[Metadata] = None
)
Bases: Function
Cast
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Bases: Function
Reciprocal
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Reciprocal(
device: Union[str, Tuple[str, ...]],
*tensors: Tensor,
metadata: Optional[Metadata] = None
)
Bases: Function
Sin
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Bases: Function
Relu
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Bases: Function
Log
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Bases: Function
Exp
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Bases: Function
Sqrt
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Bases: Function
Sigmoid
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Sigmoid(
device: Union[str, Tuple[str, ...]],
*tensors: Tensor,
metadata: Optional[Metadata] = None
)
Bases: Function
Sign
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Bases: Function
Less
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Bases: Function
Xor
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Bases: Function
Add
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Bases: Function
Mul
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Bases: Function
Where
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Bases: Function
Sum
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Bases: Function
Max
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Bases: Function
Expand
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Expand(
device: Union[str, Tuple[str, ...]],
*tensors: Tensor,
metadata: Optional[Metadata] = None
)
Bases: Function
Reshape
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Reshape(
device: Union[str, Tuple[str, ...]],
*tensors: Tensor,
metadata: Optional[Metadata] = None
)
Bases: Function
Permute
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Permute(
device: Union[str, Tuple[str, ...]],
*tensors: Tensor,
metadata: Optional[Metadata] = None
)
Bases: Function
Pad
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Bases: Function