[API-Compat] paddle.Tensor.requires_grad is added and tested #74491
+328
−0
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
PR Category
User Experience
PR Types
New features
Description
This PR adds a
requires_grad
property to Paddle Tensors to provide compatibility and improve user experience.What's added:
requires_grad
property to Tensor class across all execution modes (dynamic graph, static graph, and PIR)requires_grad
is the inverse ofstop_gradient
(requires_grad=True means stop_gradient=False)Key features:
not self.stop_gradient
, allowing users to check if gradient computation is enabledself.stop_gradient = not value
Files modified:
python/paddle/base/dygraph/math_op_patch.py
- Dynamic graph mode supportpython/paddle/base/layers/math_op_patch.py
- Static graph mode supportpython/paddle/pir/math_op_patch.py
- PIR mode supporttest/legacy_test/test_tensor_requires_grad.py
- Comprehensive test suite