class tensorflow::PartialTensorShape
Manages the partially known dimensions of a Tensor and their sizes.
Member Details
tensorflow::PartialTensorShape::PartialTensorShape()
Construct an unknown PartialTensorShape.
tensorflow::PartialTensorShape::PartialTensorShape(gtl::ArraySlice< int64 > dim_sizes)
Construct a PartialTensorShape from the provided sizes. REQUIRES: dim_sizes[i] >= 0
tensorflow::PartialTensorShape::PartialTensorShape(std::initializer_list< int64 > dim_sizes)
tensorflow::PartialTensorShape::PartialTensorShape(const TensorShapeProto &proto)
REQUIRES: IsValid(proto)
PartialTensorShape tensorflow::PartialTensorShape::Concatenate(int64 size) const
Add a dimension to the end ("inner-most"), returns a new PartialTensorShape . REQUIRES: size >= -1, where -1 means unknown
PartialTensorShape tensorflow::PartialTensorShape::Concatenate(const PartialTensorShape &shape) const
Appends all the dimensions from shape. Returns a new PartialTensorShape .
Status tensorflow::PartialTensorShape::MergeWith(const PartialTensorShape &shape, PartialTensorShape *result) const
Merges all the dimensions from shape. Returns InvalidArgument error if either shape has a different rank or if any of the dimensions are incompatible.
int tensorflow::PartialTensorShape::dims() const
Return the number of dimensions in the tensor. If the number of dimensions is unknown, return -1.
bool tensorflow::PartialTensorShape::IsFullyDefined() const
Return true iff the rank and all of the dimensions are well defined.
bool tensorflow::PartialTensorShape::IsCompatibleWith(const PartialTensorShape &shape) const
Return true iff the ranks match, and if the dimensions all either match or one is unknown.
bool tensorflow::PartialTensorShape::IsCompatibleWith(const TensorShape &shape) const
Return true iff the dimensions of shape are compatible with *this.
int64 tensorflow::PartialTensorShape::dim_size(int d) const
Returns the number of elements in dimension d. REQUIRES: 0 <= d < dims()
gtl::ArraySlice<int64> tensorflow::PartialTensorShape::dim_sizes() const
Returns sizes of all dimensions.
void tensorflow::PartialTensorShape::AsProto(TensorShapeProto *proto) const
Fill *proto from *this.
bool tensorflow::PartialTensorShape::AsTensorShape(TensorShape *tensor_shape) const
string tensorflow::PartialTensorShape::DebugString() const
For error messages.
bool tensorflow::PartialTensorShape::IsValid(const TensorShapeProto &proto)
Returns true iff proto is a valid partial tensor shape.
Status tensorflow::PartialTensorShape::IsValidShape(const TensorShapeProto &proto)
Returns OK iff proto is a valid tensor shape, and a descriptive error status otherwise.
string tensorflow::PartialTensorShape::DebugString(const TensorShapeProto &proto)
static Status tensorflow::PartialTensorShape::MakePartialShape(const int32 *dims, int n, PartialTensorShape *out)
Returns a PartialTensorShape whose dimensions are dims[0], dims[1], ..., dims[n-1]. Values of -1 are considered "unknown".