panther.tuner.SkAutoTuner package

Subpackages

• panther.tuner.SkAutoTuner.Configs package
  • Submodules
  • panther.tuner.SkAutoTuner.Configs.LayerConfig module
    • LayerConfig
      • LayerConfig.layer_names
      • LayerConfig.params
      • LayerConfig.separate
      • LayerConfig.copy_weights
      • LayerConfig.__init__()
      • LayerConfig.clone()
  • panther.tuner.SkAutoTuner.Configs.LayerNameResolver module
    • LayerNameResolver
      • LayerNameResolver.__init__()
      • LayerNameResolver.resolve()
  • panther.tuner.SkAutoTuner.Configs.ParamSpec module
    • Categorical
      • Categorical.choices
      • Categorical.__init__()
    • Int
      • Int.low
      • Int.high
      • Int.step
      • Int.log
      • Int.__init__()
    • Float
      • Float.low
      • Float.high
      • Float.step
      • Float.log
      • Float.__init__()
    • is_param_spec()
    • to_categorical()
    • get_param_choices()
  • panther.tuner.SkAutoTuner.Configs.ParamsResolver module
    • ParamsResolver
      • ParamsResolver.__init__()
      • ParamsResolver.resolve()
  • panther.tuner.SkAutoTuner.Configs.TuningConfigs module
    • TuningConfigs
      • TuningConfigs.__init__()
      • TuningConfigs.add()
      • TuningConfigs.remove()
      • TuningConfigs.replace()
      • TuningConfigs.clone()
      • TuningConfigs.merge()
      • TuningConfigs.filter()
      • TuningConfigs.map()
  • Module contents
    • LayerConfig
      • LayerConfig.layer_names
      • LayerConfig.params
      • LayerConfig.separate
      • LayerConfig.copy_weights
      • LayerConfig.__init__()
      • LayerConfig.clone()
    • TuningConfigs
      • TuningConfigs.__init__()
      • TuningConfigs.add()
      • TuningConfigs.remove()
      • TuningConfigs.replace()
      • TuningConfigs.clone()
      • TuningConfigs.merge()
      • TuningConfigs.filter()
      • TuningConfigs.map()
    • LayerNameResolver
      • LayerNameResolver.__init__()
      • LayerNameResolver.resolve()
    • ParamsResolver
      • ParamsResolver.__init__()
      • ParamsResolver.resolve()
    • Categorical
      • Categorical.choices
      • Categorical.__init__()
    • Int
      • Int.low
      • Int.high
      • Int.step
      • Int.log
      • Int.__init__()
    • Float
      • Float.low
      • Float.high
      • Float.step
      • Float.log
      • Float.__init__()
• panther.tuner.SkAutoTuner.Searching package
  • Submodules
  • panther.tuner.SkAutoTuner.Searching.GridSearch module
    • GridSearch
      • GridSearch.max_iterations
      • GridSearch.param_space
      • GridSearch.indexed_param_space
      • GridSearch.curr_iteration
      • GridSearch.best_score
      • GridSearch.best_params
      • GridSearch.__init__()
      • GridSearch.current_idx
      • GridSearch.param_combinations
      • GridSearch.initialize()
      • GridSearch.get_next_params()
      • GridSearch.update()
      • GridSearch.save_state()
      • GridSearch.load_state()
      • GridSearch.get_best_params()
      • GridSearch.get_best_score()
      • GridSearch.reset()
      • GridSearch.is_finished()
  • panther.tuner.SkAutoTuner.Searching.OptunaSearch module
  • panther.tuner.SkAutoTuner.Searching.SearchAlgorithm module
    • SearchAlgorithm
      • SearchAlgorithm.initialize()
      • SearchAlgorithm.get_next_params()
      • SearchAlgorithm.update()
      • SearchAlgorithm.save_state()
      • SearchAlgorithm.load_state()
      • SearchAlgorithm.get_best_params()
      • SearchAlgorithm.get_best_score()
      • SearchAlgorithm.reset()
      • SearchAlgorithm.is_finished()
  • Module contents
• panther.tuner.SkAutoTuner.Visualizer package
  • Submodules
  • panther.tuner.SkAutoTuner.Visualizer.ModelVisualizer module
  • Module contents

Submodules

panther.tuner.SkAutoTuner.SKAutoTuner module

panther.tuner.SkAutoTuner.layer_type_mapping module

panther.tuner.SkAutoTuner.layer_type_mapping.get_sketched_class(layer_type)

Dynamically import and return the sketched class for a layer type.

Module contents