Deeploy.TilingExtension.TilingCodegen

Functions

calculateFlatOffset(offsets, strides)	Calculate the flat memory offset from multi-dimensional coordinates.
calculateFlatOffsetInBytes(tile, referenceBuffer)	Calculate the flat memory offset in bytes for a hyperrectangle tile.
computeTileHyperRectangles(memoryTransfer)	Compute hyperrectangle tiles for a memory transfer operation.
minimizeRectangle(rect, referenceShape)	Minimize a hyperrectangle by collapsing dimensions where possible.
minimizeVariableReplacement(scheme, ...)	Optimize a variable replacement scheme by eliminating constant replacements.
padOffset(offset, rank)	Pad an offset tuple to a target rank by prepending zeros.
padShape(shape, rank)	Pad a shape tuple to a target rank by prepending ones.
padStride(stride, rank, paddingStride)	Pad a stride tuple to a target rank by prepending a specified stride value.
stridesFromShape(shape)	Calculate memory strides from a tensor shape.

Classes

AbsoluteHyperRectangle(rectangle, absoluteOffset)	Represents a HyperRectangle with an absolute offset in memory space.
HyperRectangle(offset, dims)	Represents a multi-dimensional rectangular region in tensor space.
MemoryTransfer(source, destination)	Represents a memory transfer operation between two memory levels.
TilingSchedule(inputBaseOffsets, ...)	Represents a complete schedule for tiled execution of neural network operations.
VariableReplacementScheme(...)	Defines how variables should be replaced with tile-specific values.