[FEAT] add code of PhysicsRegression model#136
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lkyu-ly wants to merge 3 commits intoPaddlePaddle:developfrom
Open
[FEAT] add code of PhysicsRegression model#136lkyu-ly wants to merge 3 commits intoPaddlePaddle:developfrom
lkyu-ly wants to merge 3 commits intoPaddlePaddle:developfrom
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This example integrates the Paddle version of PhysicsRegression into PaddleCFD for the paper A Neural Symbolic Model for Space Physics.
This example is able to run on both Nvidia GPU and Custom Device(using iluvatar for test). CINN is also supported.
Loss comparison of a training test on a rather small config than default:
froward diff:
logits_shape: (7, 10570)
torch_dtype: float32
paddle_dtype: float32
mean_abs_error: 5.4308799236e-07
max_abs_error: 5.7220458984e-06
mean_rel_error: 1.6366435602e-06
max_rel_error: 3.4902596381e-03