[PaddlePaddle Hackathon 2] 94. Add Paddle as a new backend of DeepXDE #562
Conversation
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Please change the backend name "paddlepaddle" to "paddle" |
Done |
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Hi, thanks for your contribution. Please submit the rfc to community first, template can refer to api_design_template. We will review the code after it passes, thanks! |
ok i will wait for the rfc to pass the review |
AndPuQing
changed the title
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Please update according to the updated task description. |
Paddle autograd does not support higher-order derivatives for sin and cos, I will try to fix this problem later. |
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OK. Lotka-Volterra equation is not required in the updated task. |
| @@ -10,6 +10,7 @@ DeepXDE requires one of the following backend-specific dependencies to be instal | |||
| - TensorFlow 2.x: `TensorFlow <https://www.tensorflow.org/>`_>=2.2.0, `TensorFlow Probability <https://www.tensorflow.org/probability>`_>=0.10.0 | |||
| - PyTorch: `PyTorch <https://pytorch.org/>`_>=1.9.0 | |||
| - JAX: `JAX <https://jax.readthedocs.io>`_, `Flax <https://flax.readthedocs.io>`_, `Optax <https://optax.readthedocs.io>`_ | |||
| - PaddlePaddle: `PaddlePaddle <https://www.paddlepaddle.org.cn>`_ | |||
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Is there a minimal version of paddle?
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Should we use at least version 2.3.0?
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@AndPuQing There are still some issues above unresolved. |
The support for static graph, met with many difficulties. For our task, do not need to support, in the short term will not support |
OK |
增加paddle作为DeepXDE的 backend
L-BFGS优化器github issue