Index _ | A | C | F | G | H | I | L | M | O | P | R | S | T | U _ __init__() (panther.tuner.SkAutoTuner.Configs.Categorical method) (panther.tuner.SkAutoTuner.Configs.Float method) (panther.tuner.SkAutoTuner.Configs.Int method) (panther.tuner.SkAutoTuner.Configs.LayerConfig method) (panther.tuner.SkAutoTuner.Configs.LayerConfig.LayerConfig method) (panther.tuner.SkAutoTuner.Configs.LayerNameResolver method) (panther.tuner.SkAutoTuner.Configs.LayerNameResolver.LayerNameResolver method) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Categorical method) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Float method) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Int method) (panther.tuner.SkAutoTuner.Configs.ParamsResolver method) (panther.tuner.SkAutoTuner.Configs.ParamsResolver.ParamsResolver method) (panther.tuner.SkAutoTuner.Configs.TuningConfigs method) (panther.tuner.SkAutoTuner.Configs.TuningConfigs.TuningConfigs method) A add() (panther.tuner.SkAutoTuner.Configs.TuningConfigs method) (panther.tuner.SkAutoTuner.Configs.TuningConfigs.TuningConfigs method) apply_best_params() (panther.tuner.SKAutoTuner method) C Categorical (class in panther.tuner) (class in panther.tuner.SkAutoTuner.Configs) (class in panther.tuner.SkAutoTuner.Configs.ParamSpec) choices (panther.tuner.SkAutoTuner.Configs.Categorical attribute) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Categorical attribute) clone() (panther.tuner.SkAutoTuner.Configs.LayerConfig method) (panther.tuner.SkAutoTuner.Configs.LayerConfig.LayerConfig method) (panther.tuner.SkAutoTuner.Configs.TuningConfigs method) (panther.tuner.SkAutoTuner.Configs.TuningConfigs.TuningConfigs method) copy_weights (panther.tuner.SkAutoTuner.Configs.LayerConfig attribute) (panther.tuner.SkAutoTuner.Configs.LayerConfig.LayerConfig attribute) cqrrpt() (in module panther.linalg) F filter() (panther.tuner.SkAutoTuner.Configs.TuningConfigs method) (panther.tuner.SkAutoTuner.Configs.TuningConfigs.TuningConfigs method) first_pass() (in module panther.nn.linear_kernels.forward) Float (class in panther.tuner) (class in panther.tuner.SkAutoTuner.Configs) (class in panther.tuner.SkAutoTuner.Configs.ParamSpec) G get_best_params() (panther.tuner.SearchAlgorithm method) (panther.tuner.SKAutoTuner method) get_best_score() (panther.tuner.SearchAlgorithm method) get_next_params() (panther.tuner.SearchAlgorithm method) get_param_choices() (in module panther.tuner.SkAutoTuner.Configs.ParamSpec) get_resource() (panther.tuner.SearchAlgorithm method) get_results_dataframe() (panther.tuner.SKAutoTuner method) get_sketched_class() (in module panther.tuner.SkAutoTuner.layer_type_mapping) get_trials_dataframe() (panther.tuner.OptunaSearch method) getConfigs() (panther.tuner.SKAutoTuner method) getResolver() (panther.tuner.SKAutoTuner method) H has_tensor_core_support() (in module panther.utils) high (panther.tuner.SkAutoTuner.Configs.Float attribute) (panther.tuner.SkAutoTuner.Configs.Int attribute) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Float attribute) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Int attribute) I initialize() (panther.tuner.SearchAlgorithm method) Int (class in panther.tuner) (class in panther.tuner.SkAutoTuner.Configs) (class in panther.tuner.SkAutoTuner.Configs.ParamSpec) is_finished() (panther.tuner.SearchAlgorithm method) is_param_spec() (in module panther.tuner.SkAutoTuner.Configs.ParamSpec) L layer_names (panther.tuner.SkAutoTuner.Configs.LayerConfig attribute) (panther.tuner.SkAutoTuner.Configs.LayerConfig.LayerConfig attribute) LayerConfig (class in panther.tuner) (class in panther.tuner.SkAutoTuner.Configs) (class in panther.tuner.SkAutoTuner.Configs.LayerConfig) LayerNameResolver (class in panther.tuner.SkAutoTuner.Configs) (class in panther.tuner.SkAutoTuner.Configs.LayerNameResolver) load_state() (panther.tuner.SearchAlgorithm method) load_tuning_results() (panther.tuner.SKAutoTuner method) log (panther.tuner.SkAutoTuner.Configs.Float attribute) (panther.tuner.SkAutoTuner.Configs.Int attribute) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Float attribute) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Int attribute) low (panther.tuner.SkAutoTuner.Configs.Float attribute) (panther.tuner.SkAutoTuner.Configs.Int attribute) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Float attribute) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Int attribute) M map() (panther.tuner.SkAutoTuner.Configs.TuningConfigs method) (panther.tuner.SkAutoTuner.Configs.TuningConfigs.TuningConfigs method) merge() (panther.tuner.SkAutoTuner.Configs.TuningConfigs method) (panther.tuner.SkAutoTuner.Configs.TuningConfigs.TuningConfigs method) ModelVisualizer (class in panther.tuner) module panther.linalg panther.nn.linear_kernels panther.nn.linear_kernels.backward panther.nn.linear_kernels.forward panther.tuner.SkAutoTuner.Configs panther.tuner.SkAutoTuner.Configs.LayerConfig panther.tuner.SkAutoTuner.Configs.LayerNameResolver panther.tuner.SkAutoTuner.Configs.ParamSpec panther.tuner.SkAutoTuner.Configs.ParamsResolver panther.tuner.SkAutoTuner.Configs.TuningConfigs panther.tuner.SkAutoTuner.layer_type_mapping O OptunaSearch (class in panther.tuner) P panther.linalg module panther.nn.linear_kernels module panther.nn.linear_kernels.backward module panther.nn.linear_kernels.forward module panther.tuner.SkAutoTuner.Configs module panther.tuner.SkAutoTuner.Configs.LayerConfig module panther.tuner.SkAutoTuner.Configs.LayerNameResolver module panther.tuner.SkAutoTuner.Configs.ParamSpec module panther.tuner.SkAutoTuner.Configs.ParamsResolver module panther.tuner.SkAutoTuner.Configs.TuningConfigs module panther.tuner.SkAutoTuner.layer_type_mapping module params (panther.tuner.SkAutoTuner.Configs.LayerConfig attribute) (panther.tuner.SkAutoTuner.Configs.LayerConfig.LayerConfig attribute) ParamsResolver (class in panther.tuner.SkAutoTuner.Configs) (class in panther.tuner.SkAutoTuner.Configs.ParamsResolver) print_module_tree() (panther.tuner.ModelVisualizer static method) R RandMultiHeadAttention (built-in class) randomized_svd() (in module panther.linalg) remove() (panther.tuner.SkAutoTuner.Configs.TuningConfigs method) (panther.tuner.SkAutoTuner.Configs.TuningConfigs.TuningConfigs method) replace() (panther.tuner.SkAutoTuner.Configs.TuningConfigs method) (panther.tuner.SkAutoTuner.Configs.TuningConfigs.TuningConfigs method) replace_without_tuning() (panther.tuner.SKAutoTuner method) report_intermediate() (panther.tuner.OptunaSearch method) reset() (panther.tuner.SearchAlgorithm method) resolve() (panther.tuner.SkAutoTuner.Configs.LayerNameResolver method) (panther.tuner.SkAutoTuner.Configs.LayerNameResolver.LayerNameResolver method) (panther.tuner.SkAutoTuner.Configs.ParamsResolver method) (panther.tuner.SkAutoTuner.Configs.ParamsResolver.ParamsResolver method) S save_state() (panther.tuner.SearchAlgorithm method) save_tuning_results() (panther.tuner.SKAutoTuner method) SearchAlgorithm (class in panther.tuner) second_pass() (in module panther.nn.linear_kernels.forward) separate (panther.tuner.SkAutoTuner.Configs.LayerConfig attribute) (panther.tuner.SkAutoTuner.Configs.LayerConfig.LayerConfig attribute) set_user_attr() (panther.tuner.OptunaSearch method) setConfigs() (panther.tuner.SKAutoTuner method) should_prune() (panther.tuner.OptunaSearch method) SKAutoTuner (class in panther.tuner) SKConv2d (built-in class) SKLinear (built-in class) SKLinear_triton (built-in class) step (panther.tuner.SkAutoTuner.Configs.Float attribute) (panther.tuner.SkAutoTuner.Configs.Int attribute) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Float attribute) (panther.tuner.SkAutoTuner.Configs.ParamSpec.Int attribute) study (panther.tuner.OptunaSearch attribute) T to_categorical() (in module panther.tuner.SkAutoTuner.Configs.ParamSpec) tune() (panther.tuner.SKAutoTuner method) TuningConfigs (class in panther.tuner) (class in panther.tuner.SkAutoTuner.Configs) (class in panther.tuner.SkAutoTuner.Configs.TuningConfigs) U update() (panther.tuner.SearchAlgorithm method)