Object/Class

org.platanios.tensorflow.api.ops

TensorArray

Related Docs: class TensorArray | package ops

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object TensorArray extends Serializable

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  6. def create(size: Output, dataType: types.DataType, dynamicSize: Boolean = false, clearAfterRead: Boolean = true, tensorArrayName: String = "", inferShape: Boolean = true, elementShape: core.Shape = Shape.unknown(), colocateWithFirstWrite: Boolean = true, name: String = "TensorArray"): TensorArray

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    Creates a new tensor array.

    Creates a new tensor array.

    size

    Size of the tensor array.

    dataType

    Data type of the elements in the tensor array.

    dynamicSize

    Boolean value indicating whether writes to the tensor array are allowed to grow in size. By default, this is not allowed.

    clearAfterRead

    Boolean value indicating whether to clear the tensors in the array, after being read. This disables multiple read semantics but allows early release of memory. Defaults to true.

    tensorArrayName

    Name to use for the tensor array. Overrides the name used for the temporary tensor array resource. If not provided or if an empty string is provided, then the name of the created tensor array op is used, which is guaranteed to be unique.

    inferShape

    Boolean value indicating whether shape inference is enabled. If true, all elements must have the same shape.

    elementShape

    Expected shape of the elements in the tensor array, if known. If this shape is not fully defined, then gathering zero-sized tensor array elements will cause an error.

    colocateWithFirstWrite

    Boolean value indicating whether to place the tensor array on the same device as the tensor used on its first write call (write operations include write, unstack, and split). If false, the tensor array will be placed on the device determined by the op creation context available during its initialization.

    name

    Name for the created tensor array ops.

    returns

    Created tensor array.

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