[API compatibility] add new API paddle.Tensor.requires_grad #74491
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SigureMo approved these changes Aug 11, 2025
zhwesky2010 changed the title 
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SigureMo changed the title paddle.Tensor.requires_grad 
maxiaolong001 pushed a commit to maxiaolong001/Paddle that referenced this pull request Aug 13, 2025
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PR Category
User Experience
PR Types
New features
Description
This PR adds a
requires_gradproperty to Paddle Tensors to provide compatibility and improve user experience.What's added:
requires_gradproperty to Tensor class across all execution modes (dynamic graph, static graph, and PIR)requires_gradis 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 valueFiles 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