AttributeError: 'ResourceVariable' object has no attribute 'overwrite_with_gradient'
Maqingkuii opened this issue · 2 comments
System information
- OS Platform and Distribution (e.g., Linux Ubuntu 20.04):
- TensorFlow version and how it was installed (source or binary):
- TensorFlow-Addons version and how it was installed (source or binary):
- Python version:
- Is GPU used? (yes/no):
Describe the bug
Compiling model...
'compile' took 0.007720 s
Training model...
Step Train loss Test loss Test metric
0 [9.10e-03, 7.54e-03, 2.72e-02, 1.26e+00, 2.77e-01] [9.10e-03, 7.54e-03, 2.72e-02, 1.26e+00, 2.77e-01] []
Traceback (most recent call last):
File "E:\python\Paper_Programs\05_deepxde\examples\pinn_inverse\Navier_Stokes_inverse.py", line 124, in
loss_history, train_state = model.train(
File "E:\python\Paper_Programs\05_deepxde\deepxde\utils\internal.py", line 22, in wrapper
result = f(*args, **kwargs)
File "E:\python\Paper_Programs\05_deepxde\deepxde\model.py", line 650, in train
self.train_sgd(iterations, display_every)
File "E:\python\Paper_Programs\05_deepxde\deepxde\model.py", line 668, in train_sgd
self.train_step(
File "E:\python\Paper_Programs\05_deepxde\deepxde\model.py", line 560, in train_step
self.train_step(inputs, targets, auxiliary_vars)
File "C:\Users\86186\anaconda\envs\05_deepxde\lib\site-packages\tensorflow\python\util\traceback_utils.py", line 153, in error_handler
raise e.with_traceback(filtered_tb) from None
File "C:\Users\86186\AppData\Local\Temp_autograph_generated_file66hkpahi.py", line 16, in tf__train_step
ag.converted_call(ag.ld(opt).apply_gradients, (ag_.converted_call(ag__.ld(zip), (ag__.ld(grads), ag__.ld(trainable_variables)), None, fscope),), None, fscope)
File "C:\Users\86186\anaconda\envs\05_deepxde\lib\site-packages\keras\src\optimizers\base_optimizer.py", line 282, in apply_gradients
self.apply(grads, trainable_variables)
File "C:\Users\86186\anaconda\envs\05_deepxde\lib\site-packages\keras\src\optimizers\base_optimizer.py", line 329, in apply
self._overwrite_variables_directly_with_gradients(
File "C:\Users\86186\anaconda\envs\05_deepxde\lib\site-packages\keras\src\optimizers\base_optimizer.py", line 618, in _overwrite_variables_directly_with_gradients
if v.overwrite_with_gradient:
AttributeError: in user code:
File "E:\python\Paper_Programs\05_deepxde\deepxde\model.py", line 249, in train_step *
opt.apply_gradients(zip(grads, trainable_variables))
File "C:\Users\86186\anaconda\envs\05_deepxde\lib\site-packages\keras\src\optimizers\base_optimizer.py", line 282, in apply_gradients **
self.apply(grads, trainable_variables)
File "C:\Users\86186\anaconda\envs\05_deepxde\lib\site-packages\keras\src\optimizers\base_optimizer.py", line 329, in apply
self._overwrite_variables_directly_with_gradients(
File "C:\Users\86186\anaconda\envs\05_deepxde\lib\site-packages\keras\src\optimizers\base_optimizer.py", line 618, in _overwrite_variables_directly_with_gradients
if v.overwrite_with_gradient:
AttributeError: 'ResourceVariable' object has no attribute 'overwrite_with_gradient'
Can anyone solve this problem?
I encountered the same issue.