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logs.log
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2024-07-25 00:26:02,627:WARNING:
'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install.
2024-07-25 00:26:02,627:WARNING:
'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install.
2024-07-25 00:26:02,627:WARNING:
'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install.
2024-07-25 00:26:02,627:WARNING:
'cuml' is a soft dependency and not included in the pycaret installation. Please run: `pip install cuml` to install.
2024-07-25 00:28:49,660:INFO:PyCaret ClassificationExperiment
2024-07-25 00:28:49,661:INFO:Logging name: clf-default-name
2024-07-25 00:28:49,661:INFO:ML Usecase: MLUsecase.CLASSIFICATION
2024-07-25 00:28:49,661:INFO:version 3.3.2
2024-07-25 00:28:49,661:INFO:Initializing setup()
2024-07-25 00:28:49,661:INFO:self.USI: cd9b
2024-07-25 00:28:49,661:INFO:self._variable_keys: {'y', 'X_test', 'exp_id', 'memory', 'idx', 'is_multiclass', 'y_train', 'target_param', 'logging_param', 'gpu_n_jobs_param', 'seed', 'exp_name_log', 'fold_shuffle_param', 'X', 'data', 'gpu_param', 'log_plots_param', '_available_plots', 'html_param', 'fix_imbalance', 'fold_groups_param', 'USI', 'pipeline', 'y_test', 'n_jobs_param', '_ml_usecase', 'fold_generator', 'X_train'}
2024-07-25 00:28:49,661:INFO:Checking environment
2024-07-25 00:28:49,661:INFO:python_version: 3.9.6
2024-07-25 00:28:49,661:INFO:python_build: ('default', 'Feb 3 2024 15:58:27')
2024-07-25 00:28:49,661:INFO:machine: arm64
2024-07-25 00:28:49,661:INFO:platform: macOS-14.5-arm64-arm-64bit
2024-07-25 00:28:49,662:INFO:Memory: svmem(total=8589934592, available=1403109376, percent=83.7, used=3048488960, free=43925504, active=1376419840, inactive=1336393728, wired=1672069120)
2024-07-25 00:28:49,662:INFO:Physical Core: 8
2024-07-25 00:28:49,662:INFO:Logical Core: 8
2024-07-25 00:28:49,662:INFO:Checking libraries
2024-07-25 00:28:49,662:INFO:System:
2024-07-25 00:28:49,662:INFO: python: 3.9.6 (default, Feb 3 2024, 15:58:27) [Clang 15.0.0 (clang-1500.3.9.4)]
2024-07-25 00:28:49,662:INFO:executable: /Library/Developer/CommandLineTools/usr/bin/python3
2024-07-25 00:28:49,662:INFO: machine: macOS-14.5-arm64-arm-64bit
2024-07-25 00:28:49,662:INFO:PyCaret required dependencies:
2024-07-25 00:31:29,213:INFO:PyCaret ClassificationExperiment
2024-07-25 00:31:29,213:INFO:Logging name: clf-default-name
2024-07-25 00:31:29,214:INFO:ML Usecase: MLUsecase.CLASSIFICATION
2024-07-25 00:31:29,214:INFO:version 3.3.2
2024-07-25 00:31:29,214:INFO:Initializing setup()
2024-07-25 00:31:29,214:INFO:self.USI: f898
2024-07-25 00:31:29,214:INFO:self._variable_keys: {'y', 'X_test', 'exp_id', 'memory', 'idx', 'is_multiclass', 'y_train', 'target_param', 'logging_param', 'gpu_n_jobs_param', 'seed', 'exp_name_log', 'fold_shuffle_param', 'X', 'data', 'gpu_param', 'log_plots_param', '_available_plots', 'html_param', 'fix_imbalance', 'fold_groups_param', 'USI', 'pipeline', 'y_test', 'n_jobs_param', '_ml_usecase', 'fold_generator', 'X_train'}
2024-07-25 00:31:29,214:INFO:Checking environment
2024-07-25 00:31:29,214:INFO:python_version: 3.9.6
2024-07-25 00:31:29,214:INFO:python_build: ('default', 'Feb 3 2024 15:58:27')
2024-07-25 00:31:29,214:INFO:machine: arm64
2024-07-25 00:31:29,214:INFO:platform: macOS-14.5-arm64-arm-64bit
2024-07-25 00:31:29,215:INFO:Memory: svmem(total=8589934592, available=1536884736, percent=82.1, used=3208167424, free=52903936, active=1499758592, inactive=1469054976, wired=1708408832)
2024-07-25 00:31:29,215:INFO:Physical Core: 8
2024-07-25 00:31:29,215:INFO:Logical Core: 8
2024-07-25 00:31:29,215:INFO:Checking libraries
2024-07-25 00:31:29,215:INFO:System:
2024-07-25 00:31:29,216:INFO: python: 3.9.6 (default, Feb 3 2024, 15:58:27) [Clang 15.0.0 (clang-1500.3.9.4)]
2024-07-25 00:31:29,216:INFO:executable: /Library/Developer/CommandLineTools/usr/bin/python3
2024-07-25 00:31:29,216:INFO: machine: macOS-14.5-arm64-arm-64bit
2024-07-25 00:31:29,216:INFO:PyCaret required dependencies:
2024-07-25 00:33:28,868:INFO:PyCaret ClassificationExperiment
2024-07-25 00:33:28,869:INFO:Logging name: clf-default-name
2024-07-25 00:33:28,869:INFO:ML Usecase: MLUsecase.CLASSIFICATION
2024-07-25 00:33:28,869:INFO:version 3.3.2
2024-07-25 00:33:28,869:INFO:Initializing setup()
2024-07-25 00:33:28,869:INFO:self.USI: 3897
2024-07-25 00:33:28,869:INFO:self._variable_keys: {'y', 'X_test', 'exp_id', 'memory', 'idx', 'is_multiclass', 'y_train', 'target_param', 'logging_param', 'gpu_n_jobs_param', 'seed', 'exp_name_log', 'fold_shuffle_param', 'X', 'data', 'gpu_param', 'log_plots_param', '_available_plots', 'html_param', 'fix_imbalance', 'fold_groups_param', 'USI', 'pipeline', 'y_test', 'n_jobs_param', '_ml_usecase', 'fold_generator', 'X_train'}
2024-07-25 00:33:28,869:INFO:Checking environment
2024-07-25 00:33:28,869:INFO:python_version: 3.9.6
2024-07-25 00:33:28,869:INFO:python_build: ('default', 'Feb 3 2024 15:58:27')
2024-07-25 00:33:28,869:INFO:machine: arm64
2024-07-25 00:33:28,869:INFO:platform: macOS-14.5-arm64-arm-64bit
2024-07-25 00:33:28,870:INFO:Memory: svmem(total=8589934592, available=1268383744, percent=85.2, used=3032023040, free=26345472, active=1261469696, inactive=1213087744, wired=1770553344)
2024-07-25 00:33:28,870:INFO:Physical Core: 8
2024-07-25 00:33:28,870:INFO:Logical Core: 8
2024-07-25 00:33:28,870:INFO:Checking libraries
2024-07-25 00:33:28,870:INFO:System:
2024-07-25 00:33:28,871:INFO: python: 3.9.6 (default, Feb 3 2024, 15:58:27) [Clang 15.0.0 (clang-1500.3.9.4)]
2024-07-25 00:33:28,871:INFO:executable: /Library/Developer/CommandLineTools/usr/bin/python3
2024-07-25 00:33:28,871:INFO: machine: macOS-14.5-arm64-arm-64bit
2024-07-25 00:33:28,871:INFO:PyCaret required dependencies:
2024-07-25 00:38:09,328:INFO:PyCaret ClassificationExperiment
2024-07-25 00:38:09,329:INFO:Logging name: clf-default-name
2024-07-25 00:38:09,329:INFO:ML Usecase: MLUsecase.CLASSIFICATION
2024-07-25 00:38:09,329:INFO:version 3.3.2
2024-07-25 00:38:09,329:INFO:Initializing setup()
2024-07-25 00:38:09,329:INFO:self.USI: b442
2024-07-25 00:38:09,329:INFO:self._variable_keys: {'y', 'X_test', 'exp_id', 'memory', 'idx', 'is_multiclass', 'y_train', 'target_param', 'logging_param', 'gpu_n_jobs_param', 'seed', 'exp_name_log', 'fold_shuffle_param', 'X', 'data', 'gpu_param', 'log_plots_param', '_available_plots', 'html_param', 'fix_imbalance', 'fold_groups_param', 'USI', 'pipeline', 'y_test', 'n_jobs_param', '_ml_usecase', 'fold_generator', 'X_train'}
2024-07-25 00:38:09,330:INFO:Checking environment
2024-07-25 00:38:09,330:INFO:python_version: 3.9.6
2024-07-25 00:38:09,330:INFO:python_build: ('default', 'Feb 3 2024 15:58:27')
2024-07-25 00:38:09,330:INFO:machine: arm64
2024-07-25 00:38:09,330:INFO:platform: macOS-14.5-arm64-arm-64bit
2024-07-25 00:38:09,331:INFO:Memory: svmem(total=8589934592, available=2077573120, percent=75.8, used=3768582144, free=62816256, active=2030895104, inactive=1946861568, wired=1737687040)
2024-07-25 00:38:09,331:INFO:Physical Core: 8
2024-07-25 00:38:09,331:INFO:Logical Core: 8
2024-07-25 00:38:09,331:INFO:Checking libraries
2024-07-25 00:38:09,331:INFO:System:
2024-07-25 00:38:09,331:INFO: python: 3.9.6 (default, Feb 3 2024, 15:58:27) [Clang 15.0.0 (clang-1500.3.9.4)]
2024-07-25 00:38:09,331:INFO:executable: /Library/Developer/CommandLineTools/usr/bin/python3
2024-07-25 00:38:09,331:INFO: machine: macOS-14.5-arm64-arm-64bit
2024-07-25 00:38:09,331:INFO:PyCaret required dependencies:
2024-07-25 00:39:46,465:INFO:PyCaret ClassificationExperiment
2024-07-25 00:39:46,467:INFO:Logging name: clf-default-name
2024-07-25 00:39:46,468:INFO:ML Usecase: MLUsecase.CLASSIFICATION
2024-07-25 00:39:46,468:INFO:version 3.3.2
2024-07-25 00:39:46,468:INFO:Initializing setup()
2024-07-25 00:39:46,468:INFO:self.USI: 1582
2024-07-25 00:39:46,468:INFO:self._variable_keys: {'y', 'X_test', 'exp_id', 'memory', 'idx', 'is_multiclass', 'y_train', 'target_param', 'logging_param', 'gpu_n_jobs_param', 'seed', 'exp_name_log', 'fold_shuffle_param', 'X', 'data', 'gpu_param', 'log_plots_param', '_available_plots', 'html_param', 'fix_imbalance', 'fold_groups_param', 'USI', 'pipeline', 'y_test', 'n_jobs_param', '_ml_usecase', 'fold_generator', 'X_train'}
2024-07-25 00:39:46,468:INFO:Checking environment
2024-07-25 00:39:46,468:INFO:python_version: 3.9.6
2024-07-25 00:39:46,468:INFO:python_build: ('default', 'Feb 3 2024 15:58:27')
2024-07-25 00:39:46,468:INFO:machine: arm64
2024-07-25 00:39:46,468:INFO:platform: macOS-14.5-arm64-arm-64bit
2024-07-25 00:39:46,468:INFO:Memory: svmem(total=8589934592, available=1558118400, percent=81.9, used=3246784512, free=18661376, active=1561853952, inactive=1529282560, wired=1684930560)
2024-07-25 00:39:46,469:INFO:Physical Core: 8
2024-07-25 00:39:46,469:INFO:Logical Core: 8
2024-07-25 00:39:46,469:INFO:Checking libraries
2024-07-25 00:39:46,469:INFO:System:
2024-07-25 00:39:46,469:INFO: python: 3.9.6 (default, Feb 3 2024, 15:58:27) [Clang 15.0.0 (clang-1500.3.9.4)]
2024-07-25 00:39:46,469:INFO:executable: /Library/Developer/CommandLineTools/usr/bin/python3
2024-07-25 00:39:46,469:INFO: machine: macOS-14.5-arm64-arm-64bit
2024-07-25 00:39:46,469:INFO:PyCaret required dependencies:
2024-07-25 00:44:21,345:INFO:PyCaret ClassificationExperiment
2024-07-25 00:44:21,347:INFO:Logging name: clf-default-name
2024-07-25 00:44:21,347:INFO:ML Usecase: MLUsecase.CLASSIFICATION
2024-07-25 00:44:21,347:INFO:version 3.3.2
2024-07-25 00:44:21,347:INFO:Initializing setup()
2024-07-25 00:44:21,347:INFO:self.USI: 24ee
2024-07-25 00:44:21,347:INFO:self._variable_keys: {'y', 'X_test', 'exp_id', 'memory', 'idx', 'is_multiclass', 'y_train', 'target_param', 'logging_param', 'gpu_n_jobs_param', 'seed', 'exp_name_log', 'fold_shuffle_param', 'X', 'data', 'gpu_param', 'log_plots_param', '_available_plots', 'html_param', 'fix_imbalance', 'fold_groups_param', 'USI', 'pipeline', 'y_test', 'n_jobs_param', '_ml_usecase', 'fold_generator', 'X_train'}
2024-07-25 00:44:21,347:INFO:Checking environment
2024-07-25 00:44:21,347:INFO:python_version: 3.9.6
2024-07-25 00:44:21,347:INFO:python_build: ('default', 'Feb 3 2024 15:58:27')
2024-07-25 00:44:21,347:INFO:machine: arm64
2024-07-25 00:44:21,347:INFO:platform: macOS-14.5-arm64-arm-64bit
2024-07-25 00:44:21,347:INFO:Memory: svmem(total=8589934592, available=1334951936, percent=84.5, used=3018211328, free=41762816, active=1307820032, inactive=1283899392, wired=1710391296)
2024-07-25 00:44:21,348:INFO:Physical Core: 8
2024-07-25 00:44:21,348:INFO:Logical Core: 8
2024-07-25 00:44:21,348:INFO:Checking libraries
2024-07-25 00:44:21,348:INFO:System:
2024-07-25 00:44:21,348:INFO: python: 3.9.6 (default, Feb 3 2024, 15:58:27) [Clang 15.0.0 (clang-1500.3.9.4)]
2024-07-25 00:44:21,348:INFO:executable: /Library/Developer/CommandLineTools/usr/bin/python3
2024-07-25 00:44:21,348:INFO: machine: macOS-14.5-arm64-arm-64bit
2024-07-25 00:44:21,348:INFO:PyCaret required dependencies:
2024-07-25 00:48:08,163:INFO:PyCaret ClassificationExperiment
2024-07-25 00:48:08,164:INFO:Logging name: clf-default-name
2024-07-25 00:48:08,164:INFO:ML Usecase: MLUsecase.CLASSIFICATION
2024-07-25 00:48:08,164:INFO:version 3.3.2
2024-07-25 00:48:08,164:INFO:Initializing setup()
2024-07-25 00:48:08,164:INFO:self.USI: ac2a
2024-07-25 00:48:08,164:INFO:self._variable_keys: {'y', 'X_test', 'exp_id', 'memory', 'idx', 'is_multiclass', 'y_train', 'target_param', 'logging_param', 'gpu_n_jobs_param', 'seed', 'exp_name_log', 'fold_shuffle_param', 'X', 'data', 'gpu_param', 'log_plots_param', '_available_plots', 'html_param', 'fix_imbalance', 'fold_groups_param', 'USI', 'pipeline', 'y_test', 'n_jobs_param', '_ml_usecase', 'fold_generator', 'X_train'}
2024-07-25 00:48:08,164:INFO:Checking environment
2024-07-25 00:48:08,164:INFO:python_version: 3.9.6
2024-07-25 00:48:08,164:INFO:python_build: ('default', 'Feb 3 2024 15:58:27')
2024-07-25 00:48:08,164:INFO:machine: arm64
2024-07-25 00:48:08,164:INFO:platform: macOS-14.5-arm64-arm-64bit
2024-07-25 00:48:08,166:INFO:Memory: svmem(total=8589934592, available=1351155712, percent=84.3, used=3123494912, free=14909440, active=1350565888, inactive=1267286016, wired=1772929024)
2024-07-25 00:48:08,166:INFO:Physical Core: 8
2024-07-25 00:48:08,166:INFO:Logical Core: 8
2024-07-25 00:48:08,166:INFO:Checking libraries
2024-07-25 00:48:08,166:INFO:System:
2024-07-25 00:48:08,166:INFO: python: 3.9.6 (default, Feb 3 2024, 15:58:27) [Clang 15.0.0 (clang-1500.3.9.4)]
2024-07-25 00:48:08,166:INFO:executable: /Library/Developer/CommandLineTools/usr/bin/python3
2024-07-25 00:48:08,166:INFO: machine: macOS-14.5-arm64-arm-64bit
2024-07-25 00:48:08,166:INFO:PyCaret required dependencies: