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mbarbetti / pidgan

:package: GAN-based models to flash-simulate the LHCb PID detectors
GNU General Public License v3.0
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Enabling TF2.16 (with Keras 3) for pidgan #4

Closed mbarbetti closed 1 week ago

mbarbetti commented 2 weeks ago

TensorFlow 2.16.1 is the first release with Keras 3.0.

Keras 3 is a full rewrite of Keras that enables you to run your Keras workflows on top of either JAX, TensorFlow, or PyTorch, and that unlocks brand new large-scale model training and deployment capabilities.

These new features have made Keras not backward-compatible, preventing the use of pidgan once TF2.16 is installed. Among the 375 tests prepared to assess the functionality of the various modules, only 94 passed as reported in the following:

============================================================================== short test summary info ===============================================================================
FAILED algorithms/test_BceGAN.py::test_model_use[referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN.py::test_model_use[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN.py::test_model_train[sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN.py::test_model_train[sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN.py::test_model_train[None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN.py::test_model_train[None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN.py::test_model_eval[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_use[referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_use[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_train[two-sided-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_train[two-sided-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_train[two-sided-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_train[two-sided-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_train[one-sided-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_train[one-sided-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_train[one-sided-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_train[one-sided-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_ALP.py::test_model_eval[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_use[referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_use[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_train[two-sided-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_train[two-sided-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_train[two-sided-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_train[two-sided-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_train[one-sided-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_train[one-sided-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_train[one-sided-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_train[one-sided-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_BceGAN_GP.py::test_model_eval[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_use[referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_use[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_train[two-sided-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_train[two-sided-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_train[two-sided-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_train[two-sided-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_train[one-sided-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_train[one-sided-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_train[one-sided-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_train[one-sided-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_CramerGAN.py::test_model_eval[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_GAN.py::test_model_use[referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_GAN.py::test_model_use[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_GAN.py::test_model_train[True-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_GAN.py::test_model_train[True-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_GAN.py::test_model_train[True-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_GAN.py::test_model_train[True-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_GAN.py::test_model_train[False-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_GAN.py::test_model_train[False-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_GAN.py::test_model_train[False-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_GAN.py::test_model_train[False-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_GAN.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling AuxDiscriminator.call().
FAILED algorithms/test_GAN.py::test_model_eval[None] - ValueError: Exception encountered when calling AuxDiscriminator.call().
FAILED algorithms/test_LSGAN.py::test_model_use[referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_LSGAN.py::test_model_use[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_LSGAN.py::test_model_train[True-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_LSGAN.py::test_model_train[True-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_LSGAN.py::test_model_train[True-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_LSGAN.py::test_model_train[True-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_LSGAN.py::test_model_train[False-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_LSGAN.py::test_model_train[False-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_LSGAN.py::test_model_train[False-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_LSGAN.py::test_model_train[False-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_LSGAN.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_LSGAN.py::test_model_eval[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN.py::test_model_use[referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN.py::test_model_use[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN.py::test_model_train[sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN.py::test_model_train[sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN.py::test_model_train[None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN.py::test_model_train[None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN.py::test_model_eval[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_use[referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_use[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_train[two-sided-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_train[two-sided-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_train[two-sided-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_train[two-sided-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_train[one-sided-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_train[one-sided-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_train[one-sided-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_train[one-sided-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_ALP.py::test_model_eval[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_use[referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_use[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_train[two-sided-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_train[two-sided-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_train[two-sided-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_train[two-sided-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_train[one-sided-sample_weight0-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_train[one-sided-sample_weight0-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_train[one-sided-None-referee0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_train[one-sided-None-None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED algorithms/test_WGAN_GP.py::test_model_eval[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED callbacks/schedulers/test_LearnRateBaseScheduler.py::test_sched_use - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRateCosineDecay.py::test_sched_use[None] - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRateCosineDecay.py::test_sched_use[0.0005] - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRateExpDecay.py::test_sched_use[None-False] - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRateExpDecay.py::test_sched_use[None-True] - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRateExpDecay.py::test_sched_use[0.0005-False] - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRateExpDecay.py::test_sched_use[0.0005-True] - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRateInvTimeDecay.py::test_sched_use[None-False] - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRateInvTimeDecay.py::test_sched_use[None-True] - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRateInvTimeDecay.py::test_sched_use[0.0005-False] - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRateInvTimeDecay.py::test_sched_use[0.0005-True] - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRatePiecewiseConstDecay.py::test_sched_use - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRatePolynomialDecay.py::test_sched_use[False] - AttributeError: 'str' object has no attribute 'name'
FAILED callbacks/schedulers/test_LearnRatePolynomialDecay.py::test_sched_use[True] - AttributeError: 'str' object has no attribute 'name'
FAILED metrics/test_WassersteinDistance_metric.py::test_metric_use_no_weights - TypeError: Cannot convert the argument `type_value`: 'wass_dist' to a TensorFlow DType.
FAILED metrics/test_WassersteinDistance_metric.py::test_metric_use_with_weights - TypeError: Cannot convert the argument `type_value`: 'wass_dist' to a TensorFlow DType.
FAILED players/classifiers/test_AuxClassifier.py::test_model_use[inputs0-True-relu] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_use[inputs0-True-leaky_relu] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_use[inputs0-False-relu] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_use[inputs0-False-leaky_relu] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_use[inputs1-True-relu] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_use[inputs1-True-leaky_relu] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_use[inputs1-False-relu] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_use[inputs1-False-leaky_relu] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_train[sample_weight0-inputs0] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_train[sample_weight0-inputs1] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_train[None-inputs0] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_train[None-inputs1] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_eval[sample_weight0-inputs0] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_eval[sample_weight0-inputs1] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_eval[None-inputs0] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_eval[None-inputs1] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_export[inputs0] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxClassifier.py::test_model_export[inputs1] - ValueError: Exception encountered when calling AuxClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_use[inputs0-True-relu] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_use[inputs0-True-leaky_relu] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_use[inputs0-False-relu] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_use[inputs0-False-leaky_relu] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_use[inputs1-True-relu] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_use[inputs1-True-leaky_relu] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_use[inputs1-False-relu] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_use[inputs1-False-leaky_relu] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_train[sample_weight0-inputs0] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_train[sample_weight0-inputs1] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_train[None-inputs0] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_train[None-inputs1] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_eval[sample_weight0-inputs0] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_eval[sample_weight0-inputs1] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_eval[None-inputs0] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_eval[None-inputs1] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_export[inputs0] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_AuxMultiClassifier.py::test_model_export[inputs1] - ValueError: Exception encountered when calling AuxMultiClassifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs0-0.0-relu-128] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs0-0.0-relu-mlp_hidden_units1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs0-0.0-leaky_relu-128] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs0-0.0-leaky_relu-mlp_hidden_units1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs0-mlp_dropout_rates1-relu-128] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs0-mlp_dropout_rates1-relu-mlp_hidden_units1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs0-mlp_dropout_rates1-leaky_relu-128] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs0-mlp_dropout_rates1-leaky_relu-mlp_hidden_units1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs1-0.0-relu-128] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs1-0.0-relu-mlp_hidden_units1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs1-0.0-leaky_relu-128] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs1-0.0-leaky_relu-mlp_hidden_units1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs1-mlp_dropout_rates1-relu-128] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs1-mlp_dropout_rates1-relu-mlp_hidden_units1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs1-mlp_dropout_rates1-leaky_relu-128] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_use[inputs1-mlp_dropout_rates1-leaky_relu-mlp_hidden_units1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_train[sample_weight0-inputs0] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_train[sample_weight0-inputs1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_train[None-inputs0] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_train[None-inputs1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_eval[sample_weight0-inputs0] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_eval[sample_weight0-inputs1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_eval[None-inputs0] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_eval[None-inputs1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_export[inputs0] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_Classifier.py::test_model_export[inputs1] - ValueError: Exception encountered when calling Classifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs0-0.0-relu-128] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs0-0.0-relu-mlp_hidden_units1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs0-0.0-leaky_relu-128] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs0-0.0-leaky_relu-mlp_hidden_units1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs0-mlp_dropout_rates1-relu-128] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs0-mlp_dropout_rates1-relu-mlp_hidden_units1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs0-mlp_dropout_rates1-leaky_relu-128] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs0-mlp_dropout_rates1-leaky_relu-mlp_hidden_units1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs1-0.0-relu-128] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs1-0.0-relu-mlp_hidden_units1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs1-0.0-leaky_relu-128] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs1-0.0-leaky_relu-mlp_hidden_units1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs1-mlp_dropout_rates1-relu-128] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs1-mlp_dropout_rates1-relu-mlp_hidden_units1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs1-mlp_dropout_rates1-leaky_relu-128] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_use[inputs1-mlp_dropout_rates1-leaky_relu-mlp_hidden_units1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_train[sample_weight0-inputs0] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_train[sample_weight0-inputs1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_train[None-inputs0] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_train[None-inputs1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_eval[sample_weight0-inputs0] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_eval[sample_weight0-inputs1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_eval[None-inputs0] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_eval[None-inputs1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_export[inputs0] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_MultiClassifier.py::test_model_export[inputs1] - ValueError: Exception encountered when calling MultiClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_use[inputs0-relu] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_use[inputs0-leaky_relu] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_use[inputs1-relu] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_use[inputs1-leaky_relu] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_train[sample_weight0-inputs0] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_train[sample_weight0-inputs1] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_train[None-inputs0] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_train[None-inputs1] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_eval[sample_weight0-inputs0] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_eval[sample_weight0-inputs1] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_eval[None-inputs0] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_eval[None-inputs1] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_export[inputs0] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResClassifier.py::test_model_export[inputs1] - ValueError: Exception encountered when calling ResClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_use[inputs0-relu] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_use[inputs0-leaky_relu] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_use[inputs1-relu] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_use[inputs1-leaky_relu] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_train[sample_weight0-inputs0] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_train[sample_weight0-inputs1] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_train[None-inputs0] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_train[None-inputs1] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_eval[sample_weight0-inputs0] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_eval[sample_weight0-inputs1] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_eval[None-inputs0] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_eval[None-inputs1] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_export[inputs0] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/classifiers/test_ResMultiClassifier.py::test_model_export[inputs1] - ValueError: Exception encountered when calling ResMultiClassifier.call().
FAILED players/discriminators/test_AuxDiscriminator.py::test_model_use[sigmoid-True] - ValueError: Exception encountered when calling AuxDiscriminator.call().
FAILED players/discriminators/test_AuxDiscriminator.py::test_model_use[sigmoid-False] - ValueError: Exception encountered when calling AuxDiscriminator.call().
FAILED players/discriminators/test_AuxDiscriminator.py::test_model_use[None-True] - ValueError: Exception encountered when calling AuxDiscriminator.call().
FAILED players/discriminators/test_AuxDiscriminator.py::test_model_use[None-False] - ValueError: Exception encountered when calling AuxDiscriminator.call().
FAILED players/discriminators/test_AuxDiscriminator.py::test_model_train[sample_weight0] - ValueError: Exception encountered when calling AuxDiscriminator.call().
FAILED players/discriminators/test_AuxDiscriminator.py::test_model_train[None] - ValueError: Exception encountered when calling AuxDiscriminator.call().
FAILED players/discriminators/test_AuxDiscriminator.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling AuxDiscriminator.call().
FAILED players/discriminators/test_AuxDiscriminator.py::test_model_eval[None] - ValueError: Exception encountered when calling AuxDiscriminator.call().
FAILED players/discriminators/test_AuxDiscriminator.py::test_model_export - ValueError: Exception encountered when calling AuxDiscriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_use[sigmoid-0.0-128] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_use[sigmoid-0.0-mlp_hidden_units1] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_use[sigmoid-mlp_dropout_rates1-128] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_use[sigmoid-mlp_dropout_rates1-mlp_hidden_units1] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_use[None-0.0-128] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_use[None-0.0-mlp_hidden_units1] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_use[None-mlp_dropout_rates1-128] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_use[None-mlp_dropout_rates1-mlp_hidden_units1] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_train[sample_weight0] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_train[None] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_eval[None] - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_Discriminator.py::test_model_export - ValueError: Exception encountered when calling Discriminator.call().
FAILED players/discriminators/test_ResDiscriminator.py::test_model_use[sigmoid] - ValueError: Exception encountered when calling ResDiscriminator.call().
FAILED players/discriminators/test_ResDiscriminator.py::test_model_use[None] - ValueError: Exception encountered when calling ResDiscriminator.call().
FAILED players/discriminators/test_ResDiscriminator.py::test_model_train[sample_weight0] - ValueError: Exception encountered when calling ResDiscriminator.call().
FAILED players/discriminators/test_ResDiscriminator.py::test_model_train[None] - ValueError: Exception encountered when calling ResDiscriminator.call().
FAILED players/discriminators/test_ResDiscriminator.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling ResDiscriminator.call().
FAILED players/discriminators/test_ResDiscriminator.py::test_model_eval[None] - ValueError: Exception encountered when calling ResDiscriminator.call().
FAILED players/discriminators/test_ResDiscriminator.py::test_model_export - ValueError: Exception encountered when calling ResDiscriminator.call().
FAILED players/generators/test_Generator.py::test_model_use[linear-0.0-128] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_use[linear-0.0-mlp_hidden_units1] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_use[linear-mlp_dropout_rates1-128] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_use[linear-mlp_dropout_rates1-mlp_hidden_units1] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_use[None-0.0-128] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_use[None-0.0-mlp_hidden_units1] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_use[None-mlp_dropout_rates1-128] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_use[None-mlp_dropout_rates1-mlp_hidden_units1] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_train[sample_weight0] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_train[None] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_eval[None] - ValueError: Exception encountered when calling Generator.call().
FAILED players/generators/test_Generator.py::test_model_export - ValueError: The `save_format` argument is deprecated in Keras 3. Please remove this argument and pass a file path with either `.keras` or `.h5` extension.Received: save_format=tf
FAILED players/generators/test_ResGenerator.py::test_model_use[linear] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED players/generators/test_ResGenerator.py::test_model_use[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED players/generators/test_ResGenerator.py::test_model_train[sample_weight0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED players/generators/test_ResGenerator.py::test_model_train[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED players/generators/test_ResGenerator.py::test_model_eval[sample_weight0] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED players/generators/test_ResGenerator.py::test_model_eval[None] - ValueError: Exception encountered when calling ResGenerator.call().
FAILED players/generators/test_ResGenerator.py::test_model_export - ValueError: The `save_format` argument is deprecated in Keras 3. Please remove this argument and pass a file path with either `.keras` or `.h5` extension.Received: save_format=tf
============================================================== 281 failed, 94 passed, 3 xpassed, 180 warnings in 36.97s ==============================================================