Reputation: 1
I have download the tensorflow nightly version 2.19.0.dev20241219 (cpu version) and download the version keras_tuner 1.4.7 and keras 3.7.0. I also check my system has the scipy version 1.15.0. However, the system keep request to download scipy. Here the error:
---------------------------------------------------------------------------
ImportError Traceback (most recent call last)
Cell In[95], line 1
----> 1 tuner_CNN_M_LSTM = keras_tuner.BayesianOptimization(
2 create_model_CNN_M_LSTM_model,
3 objective='mse',
4 max_trials=10,
5 executions_per_trial=1,
6 directory=os.path.normpath('./data_folder/tuning'),
7 project_name='test_paper_1',
8 overwrite=True,
9 max_retries_per_trial=2,
10 max_consecutive_failed_trials=8,
11 )
File c:\Users\lengh\anaconda3\envs\fy\Lib\site-packages\keras_tuner\src\tuners\bayesian.py:381, in BayesianOptimization.__init__(self, hypermodel, objective, max_trials, num_initial_points, alpha, beta, seed, hyperparameters, tune_new_entries, allow_new_entries, max_retries_per_trial, max_consecutive_failed_trials, **kwargs)
365 def __init__(
366 self,
367 hypermodel=None,
(...)
379 **kwargs
380 ):
--> 381 oracle = BayesianOptimizationOracle(
382 objective=objective,
383 max_trials=max_trials,
384 num_initial_points=num_initial_points,
385 alpha=alpha,
386 beta=beta,
387 seed=seed,
388 hyperparameters=hyperparameters,
389 tune_new_entries=tune_new_entries,
390 allow_new_entries=allow_new_entries,
391 max_retries_per_trial=max_retries_per_trial,
392 max_consecutive_failed_trials=max_consecutive_failed_trials,
393 )
394 super().__init__(oracle=oracle, hypermodel=hypermodel, **kwargs)
File c:\Users\lengh\anaconda3\envs\fy\Lib\site-packages\keras_tuner\src\tuners\bayesian.py:104, in BayesianOptimizationOracle.__init__(self, objective, max_trials, num_initial_points, alpha, beta, seed, hyperparameters, allow_new_entries, tune_new_entries, max_retries_per_trial, max_consecutive_failed_trials)
89 def __init__(
90 self,
91 objective=None,
(...)
101 max_consecutive_failed_trials=3,
102 ):
103 if scipy is None:
--> 104 raise ImportError(
105 "Please install scipy before using the `BayesianOptimization` "
106 "with `pip install keras-tuner[bayesian]`."
107 )
109 if sklearn is None:
110 raise ImportError(
111 "Please install scikit-learn (sklearn) before using the "
112 "`BayesianOptimization` with "
113 "`pip install keras-tuner[bayesian]`."
114 )
ImportError: Please install scipy before using the `BayesianOptimization` with `pip install keras-tuner[bayesian]`.
I have try to using pip install keras-tuner[bayesian] to get the version of scipy that system request, but the error persists.
I also tried to use commercial tensorflow version instead of nightly version, and I also tried to downgrade the version of scipy to 1.7.0, but none of this work.
How can I run the bayesian tuner using keras_tuner with tensorflow.
Upvotes: 0
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