HostTensor
Namespace: Tensor
Host tensor functions.
Functions and values
| Function or value | Description |
arange
Signature: int64 -> Tensor<int64>
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Dev
Signature: ITensorDevice
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Tensor located on host using a .NET array as storage. |
falses
Signature: int64 list -> Tensor<bool>
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filled
Signature: int64 list -> 'T -> Tensor<'T>
Type parameters: 'T |
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identity
Signature: int64 -> Tensor<'T>
Type parameters: 'T |
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init
Signature: int64 list -> (int64 [] -> 'T) -> Tensor<'T>
Type parameters: 'T |
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linspace start stop nElems
Signature: start:^?182840 -> stop:^?182840 -> nElems:int64 -> Tensor<^?182840>
Type parameters: ^?182840, ^?182841, ^?182842, ^?182843 |
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ofArray data
Signature: data:'T [] -> Tensor<'T>
Type parameters: 'T |
Creates a one-dimensional Tensor using the specified data. The data is copied. |
ofArray2D data
Signature: data:'T [,] -> Tensor<'T>
Type parameters: 'T |
Creates a two-dimensional Tensor using the specified data. The data is copied. |
ofArray3D data
Signature: data:'T [,,] -> Tensor<'T>
Type parameters: 'T |
Creates a three-dimensional Tensor using the specified data. The data is copied. |
ofArray4D data
Signature: data:'T [,,,] -> Tensor<'T>
Type parameters: 'T |
Creates a four-dimensional Tensor using the specified data. The data is copied. |
ofList data
Signature: data:'T list -> Tensor<'T>
Type parameters: 'T |
Creates a one-dimensional Tensor using the specified list. |
ofList2D data
Signature: data:'T list list -> Tensor<'T>
Type parameters: 'T |
Creates a two-dimensional Tensor using the specified list of lists. |
ofSeq data
Signature: data:seq<'T> -> Tensor<'T>
Type parameters: 'T |
Creates a one-dimensional Tensor using the specified sequence. |
ofSeqWithShape shape data
Signature: shape:int64 list -> data:seq<'T> -> Tensor<'T>
Type parameters: 'T |
Creates a one-dimensional Tensor using the specified sequence and shape. |
ones
Signature: int64 list -> Tensor<'T>
Type parameters: 'T |
|
read hdf5 path
Signature: hdf5:HDF5 -> path:string -> Tensor<'T>
Type parameters: 'T |
Reads the tensor of data type 'T with the given path from an HDF5 file. |
readUntyped hdf5 path
Signature: hdf5:HDF5 -> path:string -> ITensor
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Reads the tensor with the given path from an HDF5 file and returns it as an ITensor with the data type as stored in the HDF5 file. |
scalar
Signature: 'T -> Tensor<'T>
Type parameters: 'T |
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toArray ary
Signature: ary:Tensor<'?182863> -> '?182863 []
Type parameters: '?182863 |
Creates an Array from the data in this Tensor. The data is copied. |
toArray2D ary
Signature: ary:Tensor<'?182865> -> '?182865 [,]
Type parameters: '?182865 |
Creates an Array2D from the data in this Tensor. The data is copied. |
toArray3D ary
Signature: ary:Tensor<'?182867> -> '?182867 [,,]
Type parameters: '?182867 |
Creates an Array3D from the data in this Tensor. The data is copied. |
toArray4D ary
Signature: ary:Tensor<'?182869> -> '?182869 [,,,]
Type parameters: '?182869 |
Creates an Array4D from the data in this Tensor. The data is copied. |
toList ary
Signature: ary:Tensor<'a> -> 'a list
Type parameters: 'a |
Creates a list from the data in this Tensor. The data is copied. |
transfer x
Signature: x:'?182823 -> '?182823
Type parameters: '?182823 |
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trues
Signature: int64 list -> Tensor<bool>
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usingArray data
Signature: data:'T [] -> Tensor<'T>
Type parameters: 'T |
Creates a one-dimensional Tensor using the specified data. The data is referenced, not copied. |
write hdf5 path x
Signature: hdf5:HDF5 -> path:string -> x:ITensor -> unit
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Writes the given host tensor into the HDF5 file under the given path. |
zeros
Signature: int64 list -> Tensor<'T>
Type parameters: 'T |
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