Class ov::op::util::InterpolateBase

class InterpolateBase : public ov::op::Op

Subclassed by ov::op::v11::Interpolate, ov::op::v4::Interpolate

Public Types

enum class ShapeCalcMode

PartialShape calculation mode.

SIZES - output shape for interpolated axes is calculated using input sizes SCALES - output shape for interpolated axes is calculated using input scales

Values:

enumerator SIZES

enumerator SCALES

enum class InterpolateMode

Interpolation mode.

NEAREST - nearest interpolation LINEAR - linear interpolation as in TensorFlow LINEAR_ONNX - linear interpolation as in ONNX CUBIC - cubic interpolation BILINEAR_PILLOW - bilinear interpolation as in Pillow BICUBIC_PILLOW - bicubic interpolation as in Pillow

Values:

enumerator NEAREST

enumerator LINEAR

enumerator LINEAR_ONNX

enumerator CUBIC

enumerator BILINEAR_PILLOW

enumerator BICUBIC_PILLOW

enum class CoordinateTransformMode

Mode of the calculation of the source coordinate from resized one.

These modes are modes from ONNXRuntime.

Values:

enumerator HALF_PIXEL

enumerator PYTORCH_HALF_PIXEL

enumerator ASYMMETRIC

enumerator TF_HALF_PIXEL_FOR_NN

enumerator ALIGN_CORNERS

enum class NearestMode

Rounding modes for the NEAREST interpolation.

Values:

enumerator ROUND_PREFER_FLOOR

enumerator ROUND_PREFER_CEIL

enumerator FLOOR

enumerator CEIL

enumerator SIMPLE

Public Functions

virtual void validate_and_infer_types() override

Verifies that attributes and inputs are consistent and computes output shapes and element types. Must be implemented by concrete child classes so that it can be run any number of times.

Throws if the node is invalid.

struct InterpolateAttrs