com.microsoft.nchwc - GlobalAveragePool#

GlobalAveragePool - 1 (com.microsoft.nchwc)#

Version

This version of the operator has been available since version 1 of domain com.microsoft.nchwc.

Summary

For internal use.

Inputs

  • X (heterogeneous) - T:

Outputs

  • Y (heterogeneous) - T:

Examples

default

node = onnx.helper.make_node(
    'GlobalAveragePool',
    inputs=['x'],
    outputs=['y'],
)
x = np.random.randn(1, 3, 5, 5).astype(np.float32)
y = np.mean(x, axis=tuple(range(2, np.ndim(x))), keepdims=True)
expect(node, inputs=[x], outputs=[y], name='test_globalaveragepool')

_globalaveragepool_precomputed

node = onnx.helper.make_node(
    'GlobalAveragePool',
    inputs=['x'],
    outputs=['y'],
)
x = np.array([[[
    [1, 2, 3],
    [4, 5, 6],
    [7, 8, 9],
]]]).astype(np.float32)
y = np.array([[[[5]]]]).astype(np.float32)
expect(node, inputs=[x], outputs=[y], name='test_globalaveragepool_precomputed')