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Add forward_gradients api and enable high-order differentiation for Jacobian/Hessian #43354

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merged 8 commits into from
Jun 28, 2022

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cxxly
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@cxxly cxxly commented Jun 9, 2022

PR types

New features

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APIs

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  • Add forward_gradients API.
  • Add high-order differentiation support for Jacobian/Hessian.

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paddle-bot-old bot commented Jun 9, 2022

你的PR提交成功,感谢你对开源项目的贡献!
请关注后续CI自动化测试结果,详情请参考Paddle-CI手册
Your PR has been submitted. Thanks for your contribution!
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@cxxly cxxly force-pushed the enable_jacobian_hessian branch 2 times, most recently from 9908a28 to 786d7f9 Compare June 13, 2022 02:53
@levi131 levi131 self-assigned this Jun 14, 2022
@levi131 levi131 self-requested a review June 14, 2022 02:06
@cxxly cxxly force-pushed the enable_jacobian_hessian branch 2 times, most recently from ec7f58e to 56d1224 Compare June 22, 2022 04:27
@cxxly cxxly force-pushed the enable_jacobian_hessian branch 2 times, most recently from 1655b56 to 28aaa9a Compare June 23, 2022 08:57
@cxxly cxxly changed the title Add high-order differentiation support for Jacobian/Hessian Add forward_gradients api and enable high-order differentiation for Jacobian/Hessian Jun 23, 2022
@cxxly cxxly force-pushed the enable_jacobian_hessian branch 4 times, most recently from d825f87 to acbfcb2 Compare June 24, 2022 07:44
@cxxly cxxly force-pushed the enable_jacobian_hessian branch 4 times, most recently from 70bce64 to e590ef9 Compare June 27, 2022 09:19
levi131
levi131 previously approved these changes Jun 27, 2022
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LGTM

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@XieYunshen XieYunshen left a comment

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LGTM for set_tests_properties(test_autograd_functional_dynamic PROPERTIES TIMEOUT 200)

@levi131 levi131 merged commit a97a8dd into PaddlePaddle:develop Jun 28, 2022
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3 participants