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Updated clip to align with Python/Pytorch for min>max handling
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Signed-off-by: Alexandre Eichenberger <[email protected]>
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AlexandreEichenberger committed Sep 23, 2024
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2 changes: 2 additions & 0 deletions docs/Changelog.md
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Expand Up @@ -15167,6 +15167,8 @@ This version of the operator has been available since version 13 of the default
Clip operator limits the given input within an interval. The interval is
specified by the inputs 'min' and 'max'. They default to
numeric_limits::lowest() and numeric_limits::max(), respectively.
When 'min' is greater than 'max', the clip operator sets all the 'input' values to
the value of 'max'.

#### Version

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13 changes: 13 additions & 0 deletions docs/Operators.md
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Expand Up @@ -4549,6 +4549,8 @@ expect(node, inputs=[x, shape], outputs=[y], name="test_center_crop_pad_pad")
Clip operator limits the given input within an interval. The interval is
specified by the inputs 'min' and 'max'. They default to
numeric_limits::lowest() and numeric_limits::max(), respectively.
When 'min' is greater than 'max', the clip operator sets all the 'input' values to
the value of 'max'.

#### Version

Expand Down Expand Up @@ -4634,6 +4636,17 @@ expect(
outputs=[y],
name="test_clip_splitbounds",
)

x = np.array([-1, 0, 6]).astype(np.float32)
y = np.array([1, 1, 1]).astype(np.float32) # Value of max when min>max.
min_val = np.float32(2) # Min greater than max.
max_val = np.float32(1)
expect(
node,
inputs=[x, min_val, max_val],
outputs=[y],
name="test_clip_min_greater_than_max",
)
```

</details>
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11 changes: 11 additions & 0 deletions docs/TestCoverage.md
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Expand Up @@ -3283,6 +3283,17 @@ expect(
outputs=[y],
name="test_clip_splitbounds",
)

x = np.array([-1, 0, 6]).astype(np.float32)
y = np.array([1, 1, 1]).astype(np.float32) # Value of max when min>max.
min_val = np.float32(2) # Min greater than max.
max_val = np.float32(1)
expect(
node,
inputs=[x, min_val, max_val],
outputs=[y],
name="test_clip_min_greater_than_max",
)
```

</details>
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12 changes: 12 additions & 0 deletions onnx/backend/test/case/node/clip.py
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Expand Up @@ -60,6 +60,18 @@ def export() -> None:
name="test_clip_splitbounds",
)

x = np.array([-1, 0, 6]).astype(np.float32)
y = np.array([1, 1, 1]).astype(np.float32) # Value of max when min>max.
min_val = np.float32(2) # Min greater than max.
max_val = np.float32(1)
expect(
node,
inputs=[x, min_val, max_val],
outputs=[y],
name="test_clip_min_greater_than_max",
)


@staticmethod
def export_clip_default() -> None:
node = onnx.helper.make_node(
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