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no attribute 'cost_analysis' in training #15

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kuijianChang opened this issue Jul 10, 2024 · 3 comments
Open

no attribute 'cost_analysis' in training #15

kuijianChang opened this issue Jul 10, 2024 · 3 comments

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@kuijianChang
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Dear Ben,
Hello, when I run the example such as 1D harmonic oscillator problem , a code error was encountered in trainers.py as following:
Traceback (most recent call last):
\test.py", line 38, in
run.train()# start training the FBPINN
\FBPINNs-main\fbpinns\trainers.py", line 654, in train
cost_ = update.cost_analysis()
AttributeError: 'Compiled' object has no attribute 'cost_analysis'.
Could you please help me figure out where the error is? Thank you very much!
@benmoseley
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Hi @kuijianChang can you provide more details on your environment/ JAX version (include output of import jax; jax.print_environment_info())?
It looks like compilation is not producing any cost analysis. This cost analysis is only used for logging output, and so can just be skipped (by setting cost_ = False in \FBPINNs-main\fbpinns\trainers.py", line 654

@kuijianChang
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Thank you for your reply.
I use jaxlib-0.3.14-cp37-none-win_amd64.whl for installation. Both jaxlib and jax are 0.3.14 in Windows, x86_64. So there exits a WARNING:absl:No GPU/TPU found, falling back to CPU.
The result of jax.print_environment_info() is:
Traceback (most recent call last):
File "", line 1, in
AttributeError: module 'jax' has no attribute 'print_environment_info'

@kuijianChang
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If only skip cost_ = update.cost_analysis() by cost_ = False in \FBPINNs-main\fbpinns\trainers.py", line 654, the error is the same: AttributeError: 'Compiled' object has no attribute 'cost_analysis'

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@benmoseley @kuijianChang