Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ __dict__ (ConsoleLoggerLevelContext attribute) (DictObject attribute) (DummyLogger attribute) (FormattedFloat attribute) (FormattedInt attribute) __enter__() (ConsoleLoggerLevelContext method) __exit__() (ConsoleLoggerLevelContext method) __getattr__() (DictObject method) __getnewargs__() (TensorflowCudaVersions method) __init__() (AudioDatasetGenerator method) (AudioFeatureGenerator method) (AudioFeatureGeneratorSettings method) (AutoEncoderEvaluationResults method) (ClassifierEvaluationResults method) (ConsoleLoggerLevelContext method) (DummyLogger method) (EvaluationResults method) (FlatbufferDictionary method) (GenerationConfig method) (JlinkCommandStream method) (JLinkDataStream method) (JlinkStream method) (MltkModel method) (MltkModelEvent method) (ParallelAudioDataGenerator method) (ParallelImageDataGenerator method) (ParallelProcessParams method), [1] (ProcessPool method) (ProfilingLayerResult method) (ProfilingModelResults method) (SerialReader method) (SignalHandler method) (TfliteActivation method) (TfliteAddLayer method) (TfliteConv2dLayer method) (TfliteConv2DLayerOptions method) (TfliteConvParams method) (TfliteDepthwiseConv2dLayer method) (TfliteDepthwiseConv2DLayerOptions method) (TfliteDepthwiseConvParams method) (TfliteDequantizeLayer method) (TfliteFullyConnectedLayer method) (TfliteFullyConnectedLayerOptions method) (TfliteFullyConnectedParams method) (TfliteLayer method) (TfliteMicroAccelerator method) (TfliteMicroLayerError method) (TfliteMicroModel method) (TfliteMicroModelDetails method) (TfliteMicroProfiledLayerResult method) (TfliteModel method) (TfliteModelParameters method) (TflitePadding method) (TflitePool2DLayerOptions method) (TflitePooling2dLayer method) (TflitePoolParams method) (TfliteQuantization method) (TfliteQuantizeLayer method) (TfliteReshapeLayer method) (TfliteTensor method) (TfliteTransposeConvLayer method) (TfliteTransposeConvLayerOptions method) (TfliteTransposeConvParams method) (TfliteUnidirectionalLstmLayer method) (TfliteUnidirectionalLstmLayerOptions method) (TrainingResults method) (UartStream method) (Voice method) (VoicePitch method) (VoiceRate method) __match_args__ (TensorflowCudaVersions attribute) __module__ (ConsoleLoggerLevelContext attribute) (DictObject attribute) (DummyLogger attribute) (FormattedFloat attribute) (FormattedInt attribute) (TensorflowCudaVersions attribute) __new__() (AudioFeatureGeneratorSettings method) (MltkModelEvent method) (TensorflowCudaVersions static method) (TfliteActivation method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) (TflitePadding method) (TfliteShape static method) (VoicePitch method) (VoiceRate method) __repr__() (TensorflowCudaVersions method) __setattr__() (DictObject method) __slots__ (TensorflowCudaVersions attribute) __str__() (FormattedFloat method) (FormattedInt method) __weakref__ (ConsoleLoggerLevelContext attribute) (DictObject attribute) (DummyLogger attribute) (FormattedFloat attribute) A accelerator (ProfilingModelResults property) (TfliteMicroModel property) (TfliteMicroModelDetails property) accelerator_cycles (ProfilingLayerResult property) (ProfilingModelResults property) (TfliteMicroProfiledLayerResult property) accelerator_is_supported() (TfliteMicro static method) accelerator_wrapper (TfliteMicroAccelerator property) accumulator_depth (TfliteFullyConnectedLayer property) activation (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteConv2DLayerOptions property) (TfliteDepthwiseConv2dLayer property) (TfliteDepthwiseConv2DLayerOptions property) (TfliteFullyConnectedLayer property) (TfliteFullyConnectedLayerOptions property) (TflitePool2DLayerOptions property) (TflitePooling2dLayer property) (TfliteUnidirectionalLstmLayer property) (TfliteUnidirectionalLstmLayerOptions property) activation_str (TfliteConv2DLayerOptions property) (TfliteDepthwiseConv2DLayerOptions property) (TfliteFullyConnectedLayerOptions property) (TflitePool2DLayerOptions property) (TfliteUnidirectionalLstmLayerOptions property) active_variant (TfliteMicroAccelerator property) activity_detection_alpha_a (AudioFeatureGeneratorSettings property) activity_detection_alpha_b (AudioFeatureGeneratorSettings property) activity_detection_arm_threshold (AudioFeatureGeneratorSettings property) activity_detection_enable (AudioFeatureGeneratorSettings property) activity_detection_trip_threshold (AudioFeatureGeneratorSettings property) activity_was_detected() (AudioFeatureGenerator method) add_accelerator_path() (TfliteMicro static method) add_archive_dir() (MltkModel method) add_archive_file() (MltkModel method) add_console_logger() (in module mltk.utils.logger) add_event_handler() (MltkModel method) add_metadata() (TfliteModel method) add_model_parameter_populate_callback() (MltkModel method) add_tflite_metadata_entry() (MltkModel method) add_to_tflite_file() (TfliteModelParameters method) add_to_tflite_flatbuffer() (TfliteModelParameters method) add_to_tflite_model() (TfliteModelParameters method) add_user_setting() (in module mltk.utils.path) adjust_length() (in module mltk.core.preprocess.utils.audio) (ParallelAudioDataGenerator method) AFTER_BUILD_TRAIN_MODEL (MltkModelEvent attribute) AFTER_LOAD_DATASET (MltkModelEvent attribute) AFTER_MODEL_LOAD (MltkModelEvent attribute) AFTER_PROFILE (MltkModelEvent attribute) AFTER_QUANTIZE (MltkModelEvent attribute) AFTER_SAVE_TRAIN_ARCHIVE (MltkModelEvent attribute) AFTER_SAVE_TRAIN_MODEL (MltkModelEvent attribute) AFTER_SAVE_TRAIN_RESULTS (MltkModelEvent attribute) AFTER_TRAIN (MltkModelEvent attribute) AFTER_UNLOAD_DATASET (MltkModelEvent attribute) aliases (Keyword attribute) api_version (TfliteMicroAccelerator property) api_version() (TfliteMicro static method) append_exception_msg() (in module mltk.utils.python) apply_frontend() (in module mltk.core.preprocess.utils.audio) (ParallelAudioDataGenerator method) apply_ir() (in module mltk.datasets.audio.mit_ir_survey) apply_random_ir() (in module mltk.datasets.audio.mit_ir_survey) apply_transform() (ParallelAudioDataGenerator method) (ParallelImageDataGenerator method) archive_path (MltkModel property) as_integer_ratio() (TfliteActivation method) (TflitePadding method) as_list() (in module mltk.utils.python) (Keyword method) asdict() (TrainingResults method) attributes (MltkModel property) audio_classes (AudioDatasetMixin property) audio_input_shape (AudioDatasetMixin property) AudioDatasetGenerator (class in mltk.utils.audio_dataset_generator) AudioDatasetMixin (class in mltk.core) AudioFeatureGenerator (class in mltk.core.preprocess.audio.audio_feature_generator) AudioFeatureGeneratorSettings (class in mltk.core.preprocess.audio.audio_feature_generator) Augmentation (class in mltk.utils.audio_dataset_generator) AutoEncoderEvaluationResults (class in mltk.core) B backend (Voice attribute) batch_size (TrainMixin property) baud (UartStream property) BEFORE_BUILD_TRAIN_MODEL (MltkModelEvent attribute) BEFORE_LOAD_DATASET (MltkModelEvent attribute) BEFORE_MODEL_LOAD (MltkModelEvent attribute) BEFORE_QUANTIZE (MltkModelEvent attribute) BEFORE_SAVE_TRAIN_ARCHIVE (MltkModelEvent attribute) BEFORE_SAVE_TRAIN_MODEL (MltkModelEvent attribute) BEFORE_SAVE_TRAIN_RESULTS (MltkModelEvent attribute) BEFORE_TRAIN (MltkModelEvent attribute) BEFORE_UNLOAD_DATASET (MltkModelEvent attribute) bias_data (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteFullyConnectedLayer property) (TfliteTransposeConvLayer property) bias_tensor (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteFullyConnectedLayer property) (TfliteTransposeConvLayer property) bin2header() (in module mltk.utils.bin2header) bit_count() (TfliteActivation method) (TflitePadding method) bit_length() (TfliteActivation method) (TflitePadding method) buffer_hexdump (JLinkDataStream property) buffer_unused (JLinkDataStream property) buffer_used (JLinkDataStream property) build_mltk_target() (in module mltk.utils.cmake) build_model_function (TrainMixin property) C calculate() (AutoEncoderEvaluationResults method) (ClassifierEvaluationResults method) (TfliteConvParams static method) (TfliteDepthwiseConvParams static method) (TfliteFullyConnectedParams static method) (TflitePoolParams static method) (TfliteTransposeConvParams static method) capitalize() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) captured_data (SerialReader property) casefold() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) cell_clip (TfliteUnidirectionalLstmLayer property) cell_gate_bias_tensor (TfliteUnidirectionalLstmLayer property) cell_layer_norm_coeff_tensor (TfliteUnidirectionalLstmLayer property) cell_state_tensor (TfliteUnidirectionalLstmLayer property) cell_to_forget_weights_tensor (TfliteUnidirectionalLstmLayer property) cell_to_input_weights_tensor (TfliteUnidirectionalLstmLayer property) cell_to_output_weights_tensor (TfliteUnidirectionalLstmLayer property) center() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) check_archive_file_is_writable() (MltkModel method) check_tensorflow_cuda_compatibility_error() (in module mltk.utils.gpu) checkpoint (TrainMixin property) checkpoints_dir (TrainMixin property) checkpoints_enabled (TrainMixin property) class_accuracies (ClassifierEvaluationResults property) class_counts (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) class_mode (AudioDatasetMixin property) (ImageDatasetMixin property) class_stats (AutoEncoderEvaluationResults property) class_weights (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) classes (AutoEncoderEvaluationResults property) (ClassifierEvaluationResults property) CLASSES (in module mltk.datasets.audio.direction_commands) (in module mltk.datasets.audio.on_off) (in module mltk.datasets.audio.speech_commands.speech_commands_v2) (in module mltk.datasets.audio.ten_digits) (in module mltk.datasets.audio.yes_no) (in module mltk.datasets.image.fashion_mnist) (in module mltk.datasets.image.mnist) (in module mltk.datasets.image.rock_paper_scissors_v1) (in module mltk.datasets.image.rock_paper_scissors_v2) classes (MltkModel property) (TfliteMicroModelDetails property) ClassifierEvaluationResults (class in mltk.core) clean_directory() (in module mltk.utils.path) clear() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) cli (MltkModel property) close() (JlinkCommandStream method) (JLinkDataStream method) (JlinkStream method) (SerialReader method) (UartStream method) color_mode (ImageDatasetMixin property) compile_model() (TfliteMicroAccelerator method) confusion_matrix (ClassifierEvaluationResults property) conjugate() (TfliteActivation method) (TflitePadding method) connect() (JlinkStream method) ConsoleLoggerLevelContext (class in mltk.utils.logger) contains_class_type() (in module mltk.utils.python) convert_units() (in module mltk.utils.string_formatting) copy() (AudioFeatureGeneratorSettings method) (GenerationConfig method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) copy_directory() (in module mltk.utils.path) count() (Augmentation method) (Keyword method) (MltkModelEvent method) (TfliteShape method) (VoicePitch method) (VoiceRate method) count_characters() (AudioDatasetGenerator method) cpu_clock_rate (ProfilingModelResults property) cpu_cycles (ProfilingLayerResult property) (ProfilingModelResults property) (TfliteMicroProfiledLayerResult property) cpu_utilization (ProfilingModelResults property) create_batch() (ProcessPool method) create_dir() (in module mltk.utils.path) create_log_dir() (MltkModel method) create_logger() (MltkModel method) create_tempdir() (in module mltk.utils.path) create_user_dir() (in module mltk.utils.path) cuda (TensorflowCudaVersions attribute) cudnn (TensorflowCudaVersions attribute) D data (TfliteTensor property) datagen (AudioDatasetMixin property) (ImageDatasetMixin property) datagen_context (AudioDatasetMixin property) (ImageDatasetMixin property) dataset (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) DatasetMixin (class in mltk.core) date (TfliteMicroModelDetails property) dc_notch_filter_coefficient (AudioFeatureGeneratorSettings property) dc_notch_filter_enable (AudioFeatureGeneratorSettings property) debug() (DummyLogger method) debugger_is_active() (in module mltk.utils.python) default_factory (TfliteMicroProfiledLayerResult attribute) default_options (JlinkStream property) default_transform (ParallelAudioDataGenerator property) (ParallelImageDataGenerator property) DefaultDict() (in module mltk.utils.python) deinitialize() (in module mltk.utils.gpu) denominator (TfliteActivation attribute) (TflitePadding attribute) depth_multiplier (TfliteDepthwiseConvParams attribute) DepthwiseSeparableConv2D_ARM() (in module mltk.models.shared.dsconv_arm) dequantize_output_to_float32() (TfliteModel method) description (MltkModel property) (TfliteMicroModelDetails property) (TfliteModel property) deserialize() (FlatbufferDictionary static method) (TfliteModelParameters static method) deserialize_tflite_metadata() (MltkModel method) details (TfliteMicroModel property) DictObject (class in mltk.utils.python) dilation_height_factor (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) dilation_width_factor (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) disable() (in module mltk.utils.gpu) disable_warnings() (in module mltk.utils.python) disconnect() (JlinkStream method) download() (in module mltk.datasets.audio.background_noise.ambient) (in module mltk.datasets.audio.background_noise.brd2601) (in module mltk.datasets.audio.background_noise.esc50) (in module mltk.datasets.audio.direction_commands) (in module mltk.datasets.audio.mit_ir_survey) (in module mltk.datasets.audio.mlcommons.ml_commons_keywords) (in module mltk.datasets.audio.mlcommons.ml_commons_voice) (in module mltk.datasets.audio.on_off) (in module mltk.datasets.audio.ten_digits) (in module mltk.datasets.audio.yes_no) DOWNLOAD_URL (in module mltk.datasets.audio.background_noise.brd2601) (in module mltk.datasets.audio.background_noise.esc50) (in module mltk.datasets.audio.direction_commands) (in module mltk.datasets.audio.mit_ir_survey) (in module mltk.datasets.audio.mlcommons.ml_commons_voice) (in module mltk.datasets.audio.on_off) (in module mltk.datasets.audio.speech_commands.speech_commands_v2) (in module mltk.datasets.audio.ten_digits) (in module mltk.datasets.audio.yes_no) (in module mltk.datasets.image.cifar10) (in module mltk.datasets.image.mnist) (in module mltk.datasets.image.rock_paper_scissors_v1) (in module mltk.datasets.image.rock_paper_scissors_v2) download_url() (in module mltk.utils.archive_downloader) DOWNLOAD_URL1 (in module mltk.datasets.audio.mlcommons.ml_commons_keywords) DOWNLOAD_URL2 (in module mltk.datasets.audio.mlcommons.ml_commons_keywords) DOWNLOAD_URLS (in module mltk.datasets.audio.background_noise.ambient) download_verify_extract() (in module mltk.utils.archive_downloader) dtype (TfliteTensor property) dtype_str (TfliteTensor property) DummyLogger (class in mltk.utils.logger) E early_stopping (TrainMixin property) enable_data_recorder() (TfliteMicroAccelerator method) enable_numpy_behavior() (in module mltk.core.preprocess.utils.tf_dataset) enable_test_mode() (MltkModel method) encode() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) end_time (JLinkDataStream property) endswith() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) energy (ProfilingLayerResult property) (ProfilingModelResults property) (TfliteMicroProfiledLayerResult property) epochs (TrainingResults attribute) (TrainMixin property) error() (DummyLogger method) error_message (SerialReader property) error_msg (ProfilingLayerResult property) estimate_profiling_results() (TfliteMicroAccelerator method) eval_augment (EvaluateAutoEncoderMixin property) (EvaluateClassifierMixin property) eval_classes (EvaluateAutoEncoderMixin property) eval_custom_function (EvaluateAutoEncoderMixin property) (EvaluateClassifierMixin property) (EvaluateMixin property) eval_max_samples_per_class (EvaluateAutoEncoderMixin property) (EvaluateClassifierMixin property) eval_shuffle (EvaluateAutoEncoderMixin property) (EvaluateClassifierMixin property) eval_steps_per_epoch (EvaluateAutoEncoderMixin property) (EvaluateClassifierMixin property) (EvaluateMixin property) evaluate_autoencoder() (in module mltk.core) evaluate_classifier() (in module mltk.core) evaluate_model() (in module mltk.core) EVALUATE_SHUTDOWN (MltkModelEvent attribute) EVALUATE_STARTUP (MltkModelEvent attribute) EvaluateAutoEncoderMixin (class in mltk.core) EvaluateClassifierMixin (class in mltk.core) EvaluateMixin (class in mltk.core) EvaluationResults (class in mltk.core) exception() (DummyLogger method) expandtabs() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) extension() (in module mltk.utils.path) extract_archive() (in module mltk.utils.archive) F failed (SerialReader property) false_positive_rate (ClassifierEvaluationResults property) fft_length (AudioFeatureGeneratorSettings property) file_is_in_use() (in module mltk.utils.path) file_is_newer() (in module mltk.utils.path) filename (TfliteModel property) filter_height (TflitePool2DLayerOptions property) filter_width (TflitePool2DLayerOptions property) filterbank_lower_band_limit (AudioFeatureGeneratorSettings property) filterbank_n_channels (AudioFeatureGeneratorSettings property) filterbank_upper_band_limit (AudioFeatureGeneratorSettings property) filters (TfliteConv2dLayer property) (TfliteTransposeConvLayer property) filters_data (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteTransposeConvLayer property) filters_tensor (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteTransposeConvLayer property) find() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) find_object_key_with_value() (in module mltk.utils.python) find_object_value_with_key() (in module mltk.utils.python) find_object_value_with_key_or_value() (in module mltk.utils.python) fit() (ParallelImageDataGenerator method) flat_size (TfliteShape property) flatbuffer_data (TfliteModel property) flatbuffer_model (TfliteModel property) flatbuffer_size (ProfilingModelResults property) (TfliteModel property) flatbuffer_subgraph (TfliteModel property) FlatbufferDictionary (class in mltk.core.tflite_model_parameters.flatbuffer_dictionary) flatten_list() (in module mltk.utils.python) flow() (ParallelImageDataGenerator method) flow_from_dataframe() (ParallelImageDataGenerator method) flow_from_directory() (ParallelAudioDataGenerator method) (ParallelImageDataGenerator method) flush() (DummyLogger method) (JLinkDataStream method) (SerialReader method) flush_input() (UartStream method) follow_links (AudioDatasetMixin property) (ImageDatasetMixin property) forget_gate_bias_tensor (TfliteUnidirectionalLstmLayer property) forget_layer_norm_coeff_tensor (TfliteUnidirectionalLstmLayer property) format() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) format_map() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) format_units() (in module mltk.utils.string_formatting) FormattedFloat (class in mltk.utils.string_formatting) FormattedInt (class in mltk.utils.string_formatting) forward_method_kwargs() (in module mltk.utils.python) fpr (ClassifierEvaluationResults property) from_bytes() (TfliteActivation method) (TflitePadding method) from_flatbuffer() (TfliteAddLayer static method) (TfliteConv2dLayer static method) (TfliteDepthwiseConv2dLayer static method) (TfliteDequantizeLayer static method) (TfliteFullyConnectedLayer static method) (TfliteLayer static method) (TflitePooling2dLayer static method) (TfliteQuantizeLayer static method) (TfliteReshapeLayer static method) (TfliteTransposeConvLayer static method) (TfliteUnidirectionalLstmLayer static method) fromkeys() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) frontend_settings (AudioDatasetMixin property) fullpath() (in module mltk.utils.path) FullyConnectedAutoEncoder() (in module mltk.models.shared.fully_connected_autoencoder) G generate() (AudioDatasetGenerator method) generate_dataset() (in module mltk.datasets.audio.direction_commands) (in module mltk.datasets.audio.on_off) (in module mltk.datasets.audio.ten_digits) (in module mltk.datasets.audio.yes_no) GENERATE_EVALUATE_PLOT (MltkModelEvent attribute) generate_hash() (in module mltk.utils.hasher) generate_plots() (AutoEncoderEvaluationResults method) (ClassifierEvaluationResults method) (EvaluationResults method) generate_report() (ProfilingModelResults method) generate_summary() (AutoEncoderEvaluationResults method) (ClassifierEvaluationResults method) (EvaluationResults method) GenerationConfig (class in mltk.utils.audio_dataset_generator) get() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) get_accelerator() (TfliteMicro static method) get_actual_path() (in module mltk.utils.path) get_all_metadata() (TfliteModel method) get_archive_dir() (MltkModel method) get_archive_file() (MltkModel method) get_attribute() (MltkModel method) get_best_metric() (TrainingResults method) get_build_directory() (in module mltk.utils.cmake) get_case_insensitive() (in module mltk.utils.python) get_checkpoint_path() (TrainMixin method) get_current_os() (in module mltk.utils.system) get_datagen_creator() (AudioDatasetMixin method) (ImageDatasetMixin method) get_flatbuffer_subgraph() (TfliteModel method) get_input_data() (TfliteAddLayer method) (TfliteConv2dLayer method) (TfliteDepthwiseConv2dLayer method) (TfliteDequantizeLayer method) (TfliteFullyConnectedLayer method) (TfliteLayer method) (TfliteModel method) (TflitePooling2dLayer method) (TfliteQuantizeLayer method) (TfliteReshapeLayer method) (TfliteTransposeConvLayer method) (TfliteUnidirectionalLstmLayer method) get_input_tensor() (TfliteAddLayer method) (TfliteConv2dLayer method) (TfliteDepthwiseConv2dLayer method) (TfliteDequantizeLayer method) (TfliteFullyConnectedLayer method) (TfliteLayer method) (TfliteModel method) (TflitePooling2dLayer method) (TfliteQuantizeLayer method) (TfliteReshapeLayer method) (TfliteTransposeConvLayer method) (TfliteUnidirectionalLstmLayer method) get_layer_error() (TfliteMicroModel method) get_level() (in module mltk.utils.logger) get_log_level() (TfliteMicro static method) get_logger() (in module mltk.utils.logger) (TfliteMicro static method) get_metadata() (TfliteModel method) get_output_data() (TfliteAddLayer method) (TfliteConv2dLayer method) (TfliteDepthwiseConv2dLayer method) (TfliteDequantizeLayer method) (TfliteFullyConnectedLayer method) (TfliteLayer method) (TfliteModel method) (TflitePooling2dLayer method) (TfliteQuantizeLayer method) (TfliteReshapeLayer method) (TfliteTransposeConvLayer method) (TfliteUnidirectionalLstmLayer method) get_output_tensor() (TfliteAddLayer method) (TfliteConv2dLayer method) (TfliteDepthwiseConv2dLayer method) (TfliteDequantizeLayer method) (TfliteFullyConnectedLayer method) (TfliteLayer method) (TfliteModel method) (TflitePooling2dLayer method) (TfliteQuantizeLayer method) (TfliteReshapeLayer method) (TfliteTransposeConvLayer method) (TfliteUnidirectionalLstmLayer method) get_profiling_results() (TfliteMicroModel method) get_random_transform() (ParallelAudioDataGenerator method) (ParallelImageDataGenerator method) get_recorded_data() (TfliteMicroModel method) get_scoring_function() (EvaluateAutoEncoderMixin method) get_shuffle_index_dir() (AudioDatasetMixin method) (ImageDatasetMixin method) get_summary() (AudioDatasetGenerator method) (ProfilingLayerResult method) (ProfilingModelResults method) get_supported_accelerators() (TfliteMicro static method) get_tensor() (TfliteModel method) get_tensor_data() (TfliteModel method) get_tensorflow_version_with_cudnn_version() (in module mltk.utils.gpu) get_tflite_metadata_summary() (MltkModel method) get_user_setting() (in module mltk.utils.path) get_username() (in module mltk.utils.system) get_weights_path() (TrainMixin method) git_hash (TfliteMicroAccelerator property) git_hash() (TfliteMicro static method) gzip_directory_files() (in module mltk.utils.archive) gzip_file() (in module mltk.utils.archive) H h5_archive_path (MltkModel property) h5_log_dir_path (MltkModel property) has_admin() (in module mltk.utils.system) has_filename() (in module mltk.utils.path) hash (TfliteMicroModelDetails property) hash_file() (in module mltk.utils.hasher) hash_object() (in module mltk.utils.hasher) hashable_value() (Voice method) height (TflitePadding property) hex_hash (Voice property) history (TrainingResults attribute) I imag (TfliteActivation attribute) (TflitePadding attribute) image_classes (ImageDatasetMixin property) image_input_shape (ImageDatasetMixin property) ImageDatasetMixin (class in mltk.core) import_module_at_path() (in module mltk.utils.python) index (ProfilingLayerResult property) (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TfliteMicroLayerError attribute) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTensor property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) index() (Augmentation method) (Keyword method) (MltkModelEvent method) (TfliteShape method) (VoicePitch method) (VoiceRate method) info() (DummyLogger method) initialize() (in module mltk.utils.gpu) input() (TfliteMicroModel method) input1_data (TfliteAddLayer property) input1_tensor (TfliteAddLayer property) input2_data (TfliteAddLayer property) input2_tensor (TfliteAddLayer property) input_data (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) INPUT_DEPTH (in module mltk.datasets.image.rock_paper_scissors_v1) (in module mltk.datasets.image.rock_paper_scissors_v2) input_dtype_str (ProfilingLayerResult property) (ProfilingModelResults property) input_gate_bias_tensor (TfliteUnidirectionalLstmLayer property) INPUT_HEIGHT (in module mltk.datasets.image.rock_paper_scissors_v1) (in module mltk.datasets.image.rock_paper_scissors_v2) input_layer_norm_coeff_tensor (TfliteUnidirectionalLstmLayer property) input_offset (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) (TfliteFullyConnectedParams attribute) (TfliteTransposeConvParams attribute) INPUT_SHAPE (in module mltk.datasets.image.fashion_mnist) (in module mltk.datasets.image.mnist) (in module mltk.datasets.image.rock_paper_scissors_v1) (in module mltk.datasets.image.rock_paper_scissors_v2) input_shape (MltkModel property) input_shape_str (ProfilingLayerResult property) (ProfilingModelResults property) input_size (TfliteMicroModel property) input_tensor (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) input_to_cell_weights_tensor (TfliteUnidirectionalLstmLayer property) input_to_forget_weights_tensor (TfliteUnidirectionalLstmLayer property) input_to_input_weights_tensor (TfliteUnidirectionalLstmLayer property) input_to_output_weights_tensor (TfliteUnidirectionalLstmLayer property) INPUT_WIDTH (in module mltk.datasets.image.rock_paper_scissors_v1) (in module mltk.datasets.image.rock_paper_scissors_v2) inputs (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TfliteModel property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) install_pip_package() (in module mltk.utils.python) interpolation (ImageDatasetMixin property) invoke() (TfliteMicroModel method) invoke_mltk_target() (in module mltk.utils.cmake) is_accelerated (ProfilingLayerResult property) is_backend_loaded() (AudioDatasetGenerator method) is_connected (JlinkStream property) is_false() (in module mltk.utils.python) is_integer() (TfliteActivation method) (TflitePadding method) is_linux() (in module mltk.utils.system) is_open (SerialReader property) (UartStream property) is_opened (JLinkDataStream property) is_osx() (in module mltk.utils.system) is_profiler_enabled (TfliteMicroModel property) is_recorder_enabled (TfliteMicroModel property) is_running (AudioDatasetGenerator property) (ProcessPool property) is_simulated (ProfilingModelResults property) is_synchronized (UartStream property) is_tensor_recorder_enabled (TfliteMicroModel property) is_time_major (TfliteUnidirectionalLstmLayer property) is_true() (in module mltk.utils.python) is_unsupported (ProfilingLayerResult property) is_variable (TfliteTensor property) is_windows() (in module mltk.utils.system) isalnum() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) isalpha() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) isascii() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) isdecimal() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) isdigit() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) isidentifier() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) islower() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) isnumeric() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) iso_time_filename_str() (in module mltk.utils.string_formatting) iso_time_str() (in module mltk.utils.string_formatting) isprintable() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) isspace() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) issue() (JlinkCommandStream method) istitle() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) isupper() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) items() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) J JlinkCommandStream (class in mltk.utils.jlink_stream) JLinkDataStream (class in mltk.utils.jlink_stream) JlinkStream (class in mltk.utils.jlink_stream) JlinkStreamOptions (class in mltk.utils.jlink_stream) join() (AudioDatasetGenerator method) (MltkModelEvent method) (VoicePitch method) (VoiceRate method) K keras_custom_objects (MltkModel property) keras_model (TrainingResults attribute) KerasModel (in module mltk.core) kernel_size (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteTransposeConvLayer property) keys() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) Keyword (class in mltk.utils.audio_dataset_generator) keyword (GenerationConfig attribute) keyword_group (GenerationConfig attribute) L language_code (Voice attribute) layer_errors (TfliteMicroModel property) layers (ProfilingModelResults property) (TfliteModel property) list_configurations() (AudioDatasetGenerator method) list_dataset_directory() (in module mltk.core.preprocess.utils.list_directory) list_languages() (AudioDatasetGenerator method) list_mltk_models() (in module mltk.core) list_ports() (SerialReader static method) (UartStream static method) list_rindex() (in module mltk.utils.python) list_supported_backends() (AudioDatasetGenerator static method) list_valid_filenames_in_directory() (in module mltk.core.preprocess.utils.list_directory) (in module mltk.datasets.audio.speech_commands.speech_commands_v2) list_voices() (AudioDatasetGenerator method) ljust() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) load_audio_directory() (in module mltk.core.preprocess.utils.tf_dataset) load_backend() (AudioDatasetGenerator method) load_clean_data() (in module mltk.datasets.audio.speech_commands.speech_commands_v2) load_data() (in module mltk.datasets.accelerometer.tflm_magic_wand) (in module mltk.datasets.audio.speech_commands.speech_commands_v2) (in module mltk.datasets.image.cifar10) (in module mltk.datasets.image.fashion_mnist) (in module mltk.datasets.image.mnist) (in module mltk.datasets.image.rock_paper_scissors_v1) (in module mltk.datasets.image.rock_paper_scissors_v2) load_data_directory() (in module mltk.datasets.image.cifar10) (in module mltk.datasets.image.fashion_mnist) (in module mltk.datasets.image.mnist) load_dataset() (AudioDatasetMixin method) (DatasetMixin method) (ImageDatasetMixin method) (in module mltk.datasets.audio.mit_ir_survey) (MltkDataset method) load_flatbuffer_file() (TfliteModel static method) load_from_tflite_file() (TfliteModelParameters static method) load_from_tflite_flatbuffer() (TfliteModelParameters static method) load_from_tflite_model() (TfliteModelParameters static method) load_image_directory() (in module mltk.core.preprocess.utils.tf_dataset) load_json_safe() (in module mltk.utils.python) load_mltk_model() (in module mltk.core) load_mltk_model_with_path() (in module mltk.core) load_tflite_model() (in module mltk.core) (TfliteMicro static method) load_tflite_or_keras_model() (in module mltk.core) loaded_subset (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) log_dir (MltkModel property) log_scale_enable (AudioFeatureGeneratorSettings property) log_scale_shift (AudioFeatureGeneratorSettings property) loss (TrainMixin property) lower() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) lr_schedule (TrainMixin property) lstrip() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) M macs (ProfilingLayerResult property) (ProfilingModelResults property) (TfliteMicroProfiledLayerResult property) main() (in module mltk.utils.bin2header) make_filelike() (in module mltk.utils.logger) make_path_executable() (in module mltk.utils.system) maketrans() (MltkModelEvent static method) (VoicePitch static method) (VoiceRate static method) max_count (Keyword attribute) max_read_size (JLinkDataStream property) memory_plan (TfliteMicroModelDetails property) merge_dict() (in module mltk.utils.python) metadata (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) metrics (TrainMixin property) mltk.core.preprocess.utils.audio module mltk.core.preprocess.utils.image module mltk.core.preprocess.utils.list_directory module mltk.core.preprocess.utils.normalize module mltk.core.preprocess.utils.tf_dataset module mltk.datasets.accelerometer.tflm_magic_wand module mltk.datasets.audio.background_noise.ambient module mltk.datasets.audio.background_noise.brd2601 module mltk.datasets.audio.background_noise.esc50 module mltk.datasets.audio.direction_commands module mltk.datasets.audio.mit_ir_survey module mltk.datasets.audio.mlcommons.ml_commons_keywords module mltk.datasets.audio.mlcommons.ml_commons_voice module mltk.datasets.audio.on_off module mltk.datasets.audio.speech_commands.speech_commands_v2 module mltk.datasets.audio.ten_digits module mltk.datasets.audio.yes_no module mltk.datasets.image.cifar10 module mltk.datasets.image.fashion_mnist module mltk.datasets.image.mnist module mltk.datasets.image.rock_paper_scissors_v1 module mltk.datasets.image.rock_paper_scissors_v2 module mltk.models.examples.audio_example1 module mltk.models.examples.audio_tf_dataset module mltk.models.examples.autoencoder_example module mltk.models.examples.basic_example module mltk.models.examples.basic_tf_dataset_example module mltk.models.examples.binary_classification module mltk.models.examples.conv1d_example module mltk.models.examples.image_example1 module mltk.models.examples.image_tf_dataset module mltk.models.examples.siamese_contrastive module mltk.models.siliconlabs.fingerprint_signature_generator module mltk.models.siliconlabs.keyword_spotting_alexa module mltk.models.siliconlabs.keyword_spotting_mobilenetv2 module mltk.models.siliconlabs.keyword_spotting_numbers module mltk.models.siliconlabs.keyword_spotting_on_off module mltk.models.siliconlabs.keyword_spotting_on_off_v2 module mltk.models.siliconlabs.keyword_spotting_on_off_v3 module mltk.models.siliconlabs.keyword_spotting_pacman module mltk.models.siliconlabs.keyword_spotting_pacman_v2 module mltk.models.siliconlabs.keyword_spotting_pacman_v3 module mltk.models.siliconlabs.keyword_spotting_with_transfer_learning module mltk.models.siliconlabs.rock_paper_scissors module mltk.models.tflite_micro.tflite_micro_magic_wand module mltk.models.tflite_micro.tflite_micro_speech module mltk.models.tinyml.anomaly_detection module mltk.models.tinyml.image_classification module mltk.models.tinyml.keyword_spotting module mltk.models.tinyml.visual_wake_words module mltk.utils.archive module mltk.utils.archive_downloader module mltk.utils.bin2header module mltk.utils.cmake module mltk.utils.gpu module mltk.utils.hasher module mltk.utils.logger module mltk.utils.path module mltk.utils.python module mltk.utils.shell_cmd module mltk.utils.string_formatting module mltk.utils.system module mltk_model (TrainingResults attribute) MltkDataset (class in mltk.core) MltkModel (class in mltk.core) MltkModelEvent (class in mltk.core) MobileNetV1() (in module mltk.models.shared.mobilenet_v1) MobileNetV2() (in module mltk.models.shared.mobilenet_v2) mode (JLinkDataStream property) model (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTensor property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) model_archive_path (TrainingResults property) model_parameters (MltkModel property) model_specification_path (MltkModel property) model_type (EvaluationResults property) module mltk.core.preprocess.utils.audio mltk.core.preprocess.utils.image mltk.core.preprocess.utils.list_directory mltk.core.preprocess.utils.normalize mltk.core.preprocess.utils.tf_dataset mltk.datasets.accelerometer.tflm_magic_wand mltk.datasets.audio.background_noise.ambient mltk.datasets.audio.background_noise.brd2601 mltk.datasets.audio.background_noise.esc50 mltk.datasets.audio.direction_commands mltk.datasets.audio.mit_ir_survey mltk.datasets.audio.mlcommons.ml_commons_keywords mltk.datasets.audio.mlcommons.ml_commons_voice mltk.datasets.audio.on_off mltk.datasets.audio.speech_commands.speech_commands_v2 mltk.datasets.audio.ten_digits mltk.datasets.audio.yes_no mltk.datasets.image.cifar10 mltk.datasets.image.fashion_mnist mltk.datasets.image.mnist mltk.datasets.image.rock_paper_scissors_v1 mltk.datasets.image.rock_paper_scissors_v2 mltk.models.examples.audio_example1 mltk.models.examples.audio_tf_dataset mltk.models.examples.autoencoder_example mltk.models.examples.basic_example mltk.models.examples.basic_tf_dataset_example mltk.models.examples.binary_classification mltk.models.examples.conv1d_example mltk.models.examples.image_example1 mltk.models.examples.image_tf_dataset mltk.models.examples.siamese_contrastive mltk.models.siliconlabs.fingerprint_signature_generator mltk.models.siliconlabs.keyword_spotting_alexa mltk.models.siliconlabs.keyword_spotting_mobilenetv2 mltk.models.siliconlabs.keyword_spotting_numbers mltk.models.siliconlabs.keyword_spotting_on_off mltk.models.siliconlabs.keyword_spotting_on_off_v2 mltk.models.siliconlabs.keyword_spotting_on_off_v3 mltk.models.siliconlabs.keyword_spotting_pacman mltk.models.siliconlabs.keyword_spotting_pacman_v2 mltk.models.siliconlabs.keyword_spotting_pacman_v3 mltk.models.siliconlabs.keyword_spotting_with_transfer_learning mltk.models.siliconlabs.rock_paper_scissors mltk.models.tflite_micro.tflite_micro_magic_wand mltk.models.tflite_micro.tflite_micro_speech mltk.models.tinyml.anomaly_detection mltk.models.tinyml.image_classification mltk.models.tinyml.keyword_spotting mltk.models.tinyml.visual_wake_words mltk.utils.archive mltk.utils.archive_downloader mltk.utils.bin2header mltk.utils.cmake mltk.utils.gpu mltk.utils.hasher mltk.utils.logger mltk.utils.path mltk.utils.python mltk.utils.shell_cmd mltk.utils.string_formatting mltk.utils.system msg (TfliteMicroLayerError attribute) multiplier (TfliteDepthwiseConv2dLayer property) (TfliteDepthwiseConv2DLayerOptions property) N n_cells (TfliteUnidirectionalLstmLayer property) n_channels (TfliteQuantization property) n_classes (MltkModel property) n_input_elements (TfliteReshapeLayer property) n_inputs (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TfliteModel property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) n_jobs (ProcessPool property) n_layers (ProfilingModelResults property) n_outputs (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TfliteModel property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) n_subgraphs (TfliteModel property) n_unsupported_layers (ProfilingModelResults property) name (EvaluationResults property) (JLinkDataStream property) (MltkModel property) (ProcessPool property) (ProfilingLayerResult property) (ProfilingModelResults property) (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TfliteMicroAccelerator property) (TfliteMicroLayerError attribute) (TfliteMicroModelDetails property) (TfliteMicroProfiledLayerResult property) (TfliteModel property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) (Voice attribute) noise_reduction_enable (AudioFeatureGeneratorSettings property) noise_reduction_even_smoothing (AudioFeatureGeneratorSettings property) noise_reduction_min_signal_remaining (AudioFeatureGeneratorSettings property) noise_reduction_odd_smoothing (AudioFeatureGeneratorSettings property) noise_reduction_smoothing_bits (AudioFeatureGeneratorSettings property) NONE (TfliteActivation attribute) normalize() (in module mltk.core.preprocess.utils.normalize) normalize_accelerator_name() (TfliteMicro static method) notebook_is_active() (in module mltk.utils.python) numerator (TfliteActivation attribute) (TflitePadding attribute) O on_save_keras_model (TrainMixin property) on_training_complete (TrainMixin property) opcode (ProfilingLayerResult property) (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) opcode_str (ProfilingLayerResult property) (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) open() (JlinkCommandStream method) (JlinkStream method) (SerialReader method) (UartStream method) ops (ProfilingLayerResult property) (ProfilingModelResults property) (TfliteMicroProfiledLayerResult property) optimizer (TrainMixin property) options (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) options_str (ProfilingLayerResult property) options_type (TfliteConv2DLayerOptions property) (TfliteDepthwiseConv2DLayerOptions property) (TfliteFullyConnectedLayerOptions property) (TflitePool2DLayerOptions property) (TfliteTransposeConvLayerOptions property) (TfliteUnidirectionalLstmLayerOptions property) options_type_str (TfliteConv2DLayerOptions property) (TfliteDepthwiseConv2DLayerOptions property) (TfliteFullyConnectedLayerOptions property) (TflitePool2DLayerOptions property) (TfliteTransposeConvLayerOptions property) (TfliteUnidirectionalLstmLayerOptions property) out_dir (AudioDatasetGenerator property) output() (TfliteMicroModel method) output_data (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) output_dtype_str (ProfilingLayerResult property) (ProfilingModelResults property) output_gate_bias_tensor (TfliteUnidirectionalLstmLayer property) output_layer_norm_coeff_tensor (TfliteUnidirectionalLstmLayer property) output_multiplier (TfliteFullyConnectedParams attribute) output_offset (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) (TfliteFullyConnectedParams attribute) (TfliteTransposeConvParams attribute) output_shape_str (ProfilingLayerResult property) (ProfilingModelResults property) output_shift (TfliteFullyConnectedParams attribute) output_size (TfliteMicroModel property) output_state_tensor (TfliteUnidirectionalLstmLayer property) output_tensor (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) outputs (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TfliteModel property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) (TfliteUnidirectionalLstmLayer property) overall_accuracy (AutoEncoderEvaluationResults property) (ClassifierEvaluationResults property) overall_fpr (AutoEncoderEvaluationResults property) overall_pr_accuracy (AutoEncoderEvaluationResults property) overall_precision (AutoEncoderEvaluationResults property) overall_recall (AutoEncoderEvaluationResults property) overall_roc_auc (AutoEncoderEvaluationResults property) overall_thresholds (AutoEncoderEvaluationResults property) overall_tpr (AutoEncoderEvaluationResults property) P padding (TfliteConv2dLayer property) (TfliteConv2DLayerOptions property) (TfliteConvParams attribute) (TfliteDepthwiseConv2dLayer property) (TfliteDepthwiseConv2DLayerOptions property) (TfliteDepthwiseConvParams attribute) (TflitePool2DLayerOptions property) (TflitePooling2dLayer property) (TflitePoolParams attribute) (TfliteTransposeConvLayer property) (TfliteTransposeConvLayerOptions property) (TfliteTransposeConvParams attribute) padding_str (TfliteConv2DLayerOptions property) (TfliteDepthwiseConv2DLayerOptions property) (TflitePool2DLayerOptions property) (TfliteTransposeConvLayerOptions property) parallel_process() (in module mltk.core.preprocess.utils.tf_dataset) ParallelAudioDataGenerator (class in mltk.core.preprocess.audio.parallel_generator) ParallelImageDataGenerator (class in mltk.core.preprocess.image.parallel_generator) ParallelProcessParams (class in mltk.core.preprocess.audio.parallel_generator) (class in mltk.core.preprocess.image.parallel_generator) params (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteFullyConnectedLayer property) (TflitePooling2dLayer property) (TfliteTransposeConvLayer property) (TrainingResults attribute) parse_variables() (in module mltk.utils.cmake) partition() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) path (TfliteModel property) pcan_enable (AudioFeatureGeneratorSettings property) pcan_gain_bits (AudioFeatureGeneratorSettings property) pcan_offset (AudioFeatureGeneratorSettings property) pcan_strength (AudioFeatureGeneratorSettings property) per_channel_output_multiplier (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) (TfliteTransposeConvParams attribute) per_channel_output_shift (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) (TfliteTransposeConvParams attribute) pitch (Augmentation attribute) (GenerationConfig attribute) platform (ProfilingModelResults property) pool_size (TflitePooling2dLayer property) pop() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) popitem() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) populate_model_parameters() (MltkModel method) POPULATE_TRAIN_CALLBACKS (MltkModelEvent attribute) port (UartStream property) precision (ClassifierEvaluationResults property) predict() (TfliteModel method) prepare_data() (in module mltk.datasets.accelerometer.tflm_magic_wand) prepend_exception_msg() (in module mltk.utils.python) pretty_time_str() (in module mltk.utils.string_formatting) process() (JlinkStream method) (ProcessPool method) process_sample() (AudioFeatureGenerator method) ProcessPool (class in mltk.utils.process_pool) profile_model() (in module mltk.core) (TfliteMicro static method) ProfilingLayerResult (class in mltk.core.profiling_results) ProfilingModelResults (class in mltk.core.profiling_results) proj_clip (TfliteUnidirectionalLstmLayer property) projection_bias_tensor (TfliteUnidirectionalLstmLayer property) projection_weights_tensor (TfliteUnidirectionalLstmLayer property) pushd() (in module mltk.utils.path) put() (FlatbufferDictionary method) (TfliteModelParameters method) python_max (TensorflowCudaVersions attribute) python_min (TensorflowCudaVersions attribute) Q quantization (TfliteTensor property) quantization_dimension (TfliteQuantization property) quantize_dynamic_scale_enable (AudioFeatureGeneratorSettings property) quantize_dynamic_scale_range_db (AudioFeatureGeneratorSettings property) quantize_model() (in module mltk.core) QUANTIZE_SHUTDOWN (MltkModelEvent attribute) QUANTIZE_STARTUP (MltkModelEvent attribute) quantize_to_input_dtype() (TfliteModel method) quantized_activation_max (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) (TfliteFullyConnectedParams attribute) (TflitePoolParams attribute) (TfliteTransposeConvParams attribute) quantized_activation_min (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) (TfliteFullyConnectedParams attribute) (TflitePoolParams attribute) (TfliteTransposeConvParams attribute) R raise_signal() (in module mltk.utils.system) random_transform() (ParallelImageDataGenerator method) rate (Augmentation attribute) (GenerationConfig attribute) read() (JLinkDataStream method) (JlinkStream method) (SerialReader method) (UartStream method) read_all() (JLinkDataStream method) (UartStream method) read_audio_file() (in module mltk.core.preprocess.utils.audio) read_command() (UartStream method) read_data_available (JLinkDataStream property) read_image_file() (in module mltk.core.preprocess.utils.image) real (TfliteActivation attribute) (TflitePadding attribute) recall (ClassifierEvaluationResults property) record_model() (TfliteMicro static method) recurrent_to_cell_weights_tensor (TfliteUnidirectionalLstmLayer property) recurrent_to_forget_weights_tensor (TfliteUnidirectionalLstmLayer property) recurrent_to_input_weights_tensor (TfliteUnidirectionalLstmLayer property) recurrent_to_output_weights_tensor (TfliteUnidirectionalLstmLayer property) recursive_listdir() (in module mltk.utils.path) redirect_stream() (in module mltk.utils.logger) reduce_lr_on_plateau (TrainMixin property) regenerate_flatbuffer() (TfliteModel method) register_accelerator() (TfliteMicro static method) RELU (TfliteActivation attribute) RELU6 (TfliteActivation attribute) RELU_N1_TO_1 (TfliteActivation attribute) remove_directory() (in module mltk.utils.path) remove_metadata() (TfliteModel method) removeprefix() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) removesuffix() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) replace() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) requires_copy (TfliteReshapeLayer property) ResNet10V1() (in module mltk.models.shared.resnet_v1) resolve_port() (SerialReader static method) (UartStream static method) rfind() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) rindex() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) rjust() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) roc_auc (ClassifierEvaluationResults property) roc_auc_avg (ClassifierEvaluationResults property) roc_thresholds (ClassifierEvaluationResults property) rpartition() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) rsplit() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) rstrip() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) run_shell_cmd() (in module mltk.utils.shell_cmd) runtime_memory_bytes (ProfilingModelResults property) runtime_memory_size (TfliteMicroModelDetails property) rx_bytes_available (UartStream property) S SAME (TflitePadding attribute) sample_length (AudioFeatureGeneratorSettings property) (ParallelAudioDataGenerator property) sample_length_ms (AudioDatasetMixin property) (AudioFeatureGeneratorSettings property) (ParallelAudioDataGenerator property) sample_rate_hz (AudioDatasetMixin property) (AudioFeatureGeneratorSettings property) (ParallelAudioDataGenerator property) sample_shape (ParallelAudioDataGenerator property) sample_weight (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) save() (TfliteModel method) scale (TfliteQuantization property) scoring_function (EvaluateAutoEncoderMixin property) selected_model_subgraph (TfliteModel property) send_signal() (in module mltk.utils.system) serialize() (FlatbufferDictionary method) (TfliteModelParameters method) serialize_tflite_metadata() (MltkModel method) SerialReader (class in mltk.utils.serial_reader) set_absl_log_level() (in module mltk.utils.python) set_console_level() (in module mltk.utils.logger) set_file_last_modified() (in module mltk.utils.path) set_log_level() (TfliteMicro static method) set_logger() (TfliteMicro static method) set_model_parameter() (MltkModel method) set_program_recorder_enabled() (TfliteMicroAccelerator method) setdefault() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) shape (TfliteTensor property) shape_dtype_str() (TfliteTensor method) SHORT_VERSION (in module mltk.utils.python) shuffle (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) shuffle_dataset_enabled (AudioDatasetMixin property) (ImageDatasetMixin property) shuffle_file_list_by_group() (in module mltk.core.preprocess.utils.list_directory) shutdown() (AudioDatasetGenerator method) (ProcessPool method) SIGN_BIT (TfliteActivation attribute) SignalHandler (class in mltk.utils.signal_handler) size_bytes (TfliteTensor property) spectrogram_shape (AudioFeatureGeneratorSettings property) split() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) split_file_list() (in module mltk.core.preprocess.utils.list_directory) splitlines() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) ssh_create_venv (SshMixin property) ssh_download_files (SshMixin property) ssh_environment (SshMixin property) ssh_remote_dir (SshMixin property) ssh_shutdown_cmds (SshMixin property) ssh_startup_cmds (SshMixin property) ssh_upload_files (SshMixin property) SshMixin (class in mltk.core) standardize() (ParallelAudioDataGenerator method) (ParallelImageDataGenerator method) start() (ProcessPool method) started (SerialReader property) startswith() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) stat_total() (ProfilingModelResults method) steps_per_epoch (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) stopped (SerialReader property) stride_height (TfliteConv2DLayerOptions property) (TfliteConvParams attribute) (TfliteDepthwiseConv2DLayerOptions property) (TfliteDepthwiseConvParams attribute) (TflitePool2DLayerOptions property) (TflitePoolParams attribute) (TfliteTransposeConvLayerOptions property) (TfliteTransposeConvParams attribute) stride_width (TfliteConv2DLayerOptions property) (TfliteConvParams attribute) (TfliteDepthwiseConv2DLayerOptions property) (TfliteDepthwiseConvParams attribute) (TflitePool2DLayerOptions property) (TflitePoolParams attribute) (TfliteTransposeConvLayerOptions property) (TfliteTransposeConvParams attribute) strides (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TflitePooling2dLayer property) (TfliteTransposeConvLayer property) strip() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) summarize_class_counts() (MltkDataset static method) SUMMARIZE_DATASET (MltkModelEvent attribute) summarize_dataset() (AudioDatasetMixin method) (DatasetMixin method) (ImageDatasetMixin method) (MltkDataset method) SUMMARIZE_MODEL (MltkModelEvent attribute) summarize_model() (in module mltk.core) summary() (FlatbufferDictionary method) (MltkModel method) (TfliteModel method) (TfliteModelParameters method) supports_model_compilation (TfliteMicroAccelerator property) swapcase() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) synchronize() (UartStream method) synchronize_blocking() (UartStream method) T TANH (TfliteActivation attribute) target_size (ImageDatasetMixin property) TENet() (in module mltk.models.shared.tenet) tensorboard (TrainMixin property) tensorflow (TensorflowCudaVersions attribute) TensorflowCudaVersions (class in mltk.utils.gpu) tensors (TfliteModel property) test_mode_enabled (MltkModel property) tflite_archive_path (MltkModel property) tflite_converter (TrainMixin property) tflite_layer (ProfilingLayerResult property) tflite_log_dir_path (MltkModel property) tflite_metadata_entries (MltkModel property) tflite_micro_model_details (ProfilingModelResults property) tflite_model (ProfilingModelResults property) TfliteActivation (class in mltk.core) TfliteAddLayer (class in mltk.core) TfliteConv2dLayer (class in mltk.core) TfliteConv2DLayerOptions (class in mltk.core) TfliteConvParams (class in mltk.core) TfliteDepthwiseConv2dLayer (class in mltk.core) TfliteDepthwiseConv2DLayerOptions (class in mltk.core) TfliteDepthwiseConvParams (class in mltk.core) TfliteDequantizeLayer (class in mltk.core) TfliteFullyConnectedLayer (class in mltk.core) TfliteFullyConnectedLayerOptions (class in mltk.core) TfliteFullyConnectedParams (class in mltk.core) TfliteLayer (class in mltk.core) TfliteMicro (class in mltk.core.tflite_micro) TfliteMicroAccelerator (class in mltk.core.tflite_micro.tflite_micro_accelerator) TfliteMicroLayerError (class in mltk.core.tflite_micro) TfliteMicroModel (class in mltk.core.tflite_micro) TfliteMicroModelDetails (class in mltk.core.tflite_micro) TfliteMicroProfiledLayerResult (class in mltk.core.tflite_micro) TfliteModel (class in mltk.core) TfliteModelParameters (class in mltk.core) TflitePadding (class in mltk.core) TflitePool2DLayerOptions (class in mltk.core) TflitePooling2dLayer (class in mltk.core) TflitePoolParams (class in mltk.core) TfliteQuantization (class in mltk.core) TfliteQuantizeLayer (class in mltk.core) TfliteReshapeLayer (class in mltk.core) TfliteShape (class in mltk.core) TfliteTensor (class in mltk.core) TfliteTransposeConvLayer (class in mltk.core) TfliteTransposeConvLayerOptions (class in mltk.core) TfliteTransposeConvParams (class in mltk.core) TfliteUnidirectionalLstmLayer (class in mltk.core) TfliteUnidirectionalLstmLayerOptions (class in mltk.core) time (ProfilingLayerResult property) (ProfilingModelResults property) (TfliteMicroProfiledLayerResult property) timeit() (in module mltk.utils.python) timeout (JLinkDataStream property) timing_decorator() (in module mltk.utils.logger) title() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) to_bytes() (TfliteActivation method) (TflitePadding method) to_csv() (ProfilingModelResults method) to_dict() (ProfilingModelResults method) to_json() (ProfilingModelResults method) to_string() (ProfilingModelResults method) (TfliteActivation method) (TflitePadding method) tpr (ClassifierEvaluationResults property) train_callbacks (TrainMixin property) train_kwargs (TrainMixin property) train_model() (in module mltk.core) TRAIN_SHUTDOWN (MltkModelEvent attribute) TRAIN_STARTUP (MltkModelEvent attribute) TrainingResults (class in mltk.core.train_model) TrainMixin (class in mltk.core) translate() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) trigger_event() (MltkModel method) tx_bytes_available (UartStream property) U UartStream (class in mltk.utils.uart_stream) units (TfliteFullyConnectedLayer property) unload_dataset() (AudioDatasetMixin method) (DatasetMixin method) (ImageDatasetMixin method) (MltkDataset method) unload_model() (TfliteMicro static method) unquantized_tflite_log_dir_path (MltkModel property) unsupported_layers (ProfilingModelResults property) update() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) update_model_parameters() (in module mltk.core) upper() (MltkModelEvent method) (VoicePitch method) (VoiceRate method) use_bias (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteFullyConnectedLayer property) (TfliteTransposeConvLayer property) V VALID (TflitePadding attribute) validation_batch_size (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) validation_data (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) validation_datagen (AudioDatasetMixin property) (ImageDatasetMixin property) validation_freq (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) validation_split (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) validation_steps (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) value (Keyword attribute) values() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) variants (TfliteMicroAccelerator property) verify_extract() (in module mltk.utils.archive_downloader) verify_file_hash() (in module mltk.utils.archive_downloader) VERIFY_SHA1 (in module mltk.datasets.audio.background_noise.brd2601) (in module mltk.datasets.audio.background_noise.esc50) (in module mltk.datasets.audio.direction_commands) (in module mltk.datasets.audio.mit_ir_survey) (in module mltk.datasets.audio.mlcommons.ml_commons_voice) (in module mltk.datasets.audio.on_off) (in module mltk.datasets.audio.speech_commands.speech_commands_v2) (in module mltk.datasets.audio.ten_digits) (in module mltk.datasets.audio.yes_no) (in module mltk.datasets.image.cifar10) (in module mltk.datasets.image.mnist) (in module mltk.datasets.image.rock_paper_scissors_v1) (in module mltk.datasets.image.rock_paper_scissors_v2) verify_sha1() (in module mltk.utils.archive_downloader) verify_sha256() (in module mltk.utils.archive_downloader) VERIFY_URL1_SHA1 (in module mltk.datasets.audio.mlcommons.ml_commons_keywords) VERIFY_URL2_SHA1 (in module mltk.datasets.audio.mlcommons.ml_commons_keywords) version (MltkModel property) (TfliteMicroModelDetails property) view_model() (in module mltk.core) Voice (class in mltk.utils.audio_dataset_generator) voice (GenerationConfig attribute) VoicePitch (class in mltk.utils.audio_dataset_generator) VoiceRate (class in mltk.utils.audio_dataset_generator) W wait() (UartStream method) walk_with_depth() (in module mltk.utils.path) wandb_callback (WeightsAndBiasesMixin property) wandb_config (WeightsAndBiasesMixin property) wandb_init_kwargs (WeightsAndBiasesMixin property) wandb_is_disabled (WeightsAndBiasesMixin property) wandb_is_initialized (WeightsAndBiasesMixin property) wandb_log() (WeightsAndBiasesMixin method) wandb_model_checkpoint_callback (WeightsAndBiasesMixin property) wandb_save() (WeightsAndBiasesMixin method) wandb_session_id (WeightsAndBiasesMixin property) warning() (DummyLogger method) weights_data (TfliteFullyConnectedLayer property) weights_dir (TrainMixin property) weights_file_format (TrainMixin property) weights_offset (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) (TfliteFullyConnectedParams attribute) (TfliteTransposeConvParams attribute) weights_tensor (TfliteFullyConnectedLayer property) WeightsAndBiasesMixin (class in mltk.core) width (TflitePadding property) window_size_ms (AudioFeatureGeneratorSettings property) window_step_ms (AudioFeatureGeneratorSettings property) write() (DummyLogger method) (JLinkDataStream method) (JlinkStream method) (SerialReader method) (UartStream method) write_all() (UartStream method) write_audio_file() (in module mltk.core.preprocess.utils.audio) write_command() (UartStream method) write_data_available (JLinkDataStream property) write_image_file() (in module mltk.core.preprocess.utils.image) X x (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) Y y (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) Z zeropoint (TfliteQuantization property) zfill() (MltkModelEvent method) (VoicePitch method) (VoiceRate method)