GitHub - brunokobi/ExperimentoMestrado3
Obs: repositorio original do experimento apresenta varios problemas de compatibilidade, principalmente de pelas atualizações do tensorflow
(OmniAnomaly) PS D:\Documents\GitHub\OmniAnomaly> python main.py 2023-04-17 10:37:46.276108: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudart64_100.dll'; dlerror: cudart64_100.dll not found 2023-04-17 10:37:46.276474: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine. WARNING:tensorflow:From C:\Users\bruno\anaconda3\envs\OmniAnomaly\lib\site-packages\tfsnippet\utils\session.py:71: The name tf.GraphKeys is deprecated. Please use tf.compat.v1.GraphKeys instead.
{'batch_size': 50, 'bf_search_max': 400.0, 'bf_search_min': -400.0, 'bf_search_step_size': 1.0, 'dataset': 'machine-1-1', 'dense_dim': 500, 'early_stop': True, 'get_score_on_dim': False, 'gradient_clip_norm': 10.0, 'initial_lr': 0.001, 'l2_reg': 0.0001, 'level': 0.01, 'lr_anneal_epoch_freq': 40, 'lr_anneal_factor': 0.5, 'lr_anneal_step_freq': None, 'max_epoch': 10, 'max_test_size': None, 'max_train_size': None, 'nf_layers': 20, 'posterior_flow_type': 'nf', 'restore_dir': None, 'result_dir': 'result', 'rnn_cell': 'GRU', 'rnn_num_hidden': 500, 'save_dir': 'model', 'save_z': False, 'std_epsilon': 0.0001, 'test_batch_size': 50, 'test_n_z': 1, 'test_score_filename': 'test_score.pkl', 'test_start': 0, 'train_score_filename': 'train_score.pkl', 'train_start': 0, 'use_connected_z_p': True, 'use_connected_z_q': True, 'valid_step_freq': 100, 'window_length': 100, 'x_dim': 38, 'z_dim': 3}
load data of: machine-1-1 train: 0 None test: 0 None Data normalized Data normalized train set shape: (28479, 38) test set shape: (28479, 38) test set label shape: (28479,) WARNING:tensorflow:From main.py:100: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead.
2023-04-17 10:37:54,073 [WARNING] tensorflow: From main.py:100: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead.
WARNING:tensorflow:From C:\Users\bruno\anaconda3\envs\OmniAnomaly\lib\site-packages\tfsnippet\utils\scope.py:56: The name tf.VariableScope is deprecated. Please use tf.compat.v1. VariableScope instead.
2023-04-17 10:37:54,099 [WARNING] tensorflow: From C:\Users\bruno\anaconda3\envs\OmniAnomaly\lib\site-packages\tfsnippet\utils\scope.py:56: The name tf.VariableScope is deprecate d. Please use tf.compat.v1.VariableScope instead.
WARNING:tensorflow:From D:\Documents\GitHub\OmniAnomaly\omni_anomaly\model.py:49: The name tf.AUTO_REUSE is deprecated. Please use tf.compat.v1.AUTO_REUSE instead.
2023-04-17 10:37:54,183 [WARNING] tensorflow: From D:\Documents\GitHub\OmniAnomaly\omni_anomaly\model.py:49: The name tf.AUTO_REUSE is deprecated. Please use tf.compat.v1.AUTO_RE USE instead.
WARNING:tensorflow:From D:\Documents\GitHub\OmniAnomaly\omni_anomaly\training.py:108: The name tf.get_variable is deprecated. Please use tf.compat.v1.get_variable instead.
2023-04-17 10:37:54,185 [WARNING] tensorflow: From D:\Documents\GitHub\OmniAnomaly\omni_anomaly\training.py:108: The name tf.get_variable is deprecated. Please use tf.compat.v1.g et_variable instead.