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) (YZLiteModel method) (ParallelAudioDataGenerator method) (ParallelImageDataGenerator method) (ParallelProcessParams method), [1] (ProcessPool method) (ProfilingLayerResult method) (ProfilingModelResults method) (SerialReader method) (SignalHandler 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) (TflitePool2DLayerOptions method) (TflitePooling2dLayer method) (TflitePoolParams method) (TfliteQuantization method) (TfliteQuantizeLayer method) (TfliteReshapeLayer method) (TfliteTensor method) (TfliteTransposeConvLayer method) (TfliteTransposeConvLayerOptions method) (TfliteTransposeConvParams method) (TrainingResults method) (UartStream method) (Voice method) __match_args__ (TensorflowCudaVersions attribute) __module__ (ConsoleLoggerLevelContext attribute) (DictObject attribute) (DummyLogger attribute) (FormattedFloat attribute) (FormattedInt attribute) (TensorflowCudaVersions attribute) __new__() (AudioFeatureGeneratorSettings method) (TensorflowCudaVersions static method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) (TfliteShape static 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) activation_str (TfliteConv2DLayerOptions property) (TfliteDepthwiseConv2DLayerOptions property) (TfliteFullyConnectedLayerOptions property) (TflitePool2DLayerOptions 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() (YZLiteModel method) add_archive_file() (YZLiteModel method) add_console_logger() (in module yzlite.utils.logger) add_event_handler() (YZLiteModel method) add_metadata() (TfliteModel method) add_model_parameter_populate_callback() (YZLiteModel method) add_tflite_metadata_entry() (YZLiteModel method) add_to_tflite_file() (TfliteModelParameters method) add_to_tflite_flatbuffer() (TfliteModelParameters method) add_to_tflite_model() (TfliteModelParameters method) add_user_setting() (in module yzlite.utils.path) adjust_length() (in module yzlite.core.preprocess.utils.audio) (ParallelAudioDataGenerator method) AFTER_BUILD_TRAIN_MODEL (YZLiteModelEvent attribute) AFTER_LOAD_DATASET (YZLiteModelEvent attribute) AFTER_MODEL_LOAD (YZLiteModelEvent attribute) AFTER_PROFILE (YZLiteModelEvent attribute) AFTER_QUANTIZE (YZLiteModelEvent attribute) AFTER_SAVE_TRAIN_ARCHIVE (YZLiteModelEvent attribute) AFTER_SAVE_TRAIN_MODEL (YZLiteModelEvent attribute) AFTER_SAVE_TRAIN_RESULTS (YZLiteModelEvent attribute) AFTER_TRAIN (YZLiteModelEvent attribute) AFTER_UNLOAD_DATASET (YZLiteModelEvent attribute) aliases (Keyword attribute) api_version (TfliteMicroAccelerator property) api_version() (TfliteMicro static method) append_exception_msg() (in module yzlite.utils.python) apply_frontend() (in module yzlite.core.preprocess.utils.audio) (ParallelAudioDataGenerator method) apply_transform() (ParallelAudioDataGenerator method) (ParallelImageDataGenerator method) archive_path (YZLiteModel property) as_list() (in module yzlite.utils.python) (Keyword method) asdict() (TrainingResults method) attributes (YZLiteModel property) audio_classes (AudioDatasetMixin property) audio_input_shape (AudioDatasetMixin property) AudioDatasetGenerator (class in yzlite.utils.audio_dataset_generator) AudioDatasetMixin (class in yzlite.core) AudioFeatureGenerator (class in yzlite.core.preprocess.audio.audio_feature_generator) AudioFeatureGeneratorSettings (class in yzlite.core.preprocess.audio.audio_feature_generator) Augmentation (class in yzlite.utils.audio_dataset_generator) AutoEncoderEvaluationResults (class in yzlite.core) B backend (Voice attribute) batch_size (TrainMixin property) baud (UartStream property) BEFORE_BUILD_TRAIN_MODEL (YZLiteModelEvent attribute) BEFORE_LOAD_DATASET (YZLiteModelEvent attribute) BEFORE_MODEL_LOAD (YZLiteModelEvent attribute) BEFORE_QUANTIZE (YZLiteModelEvent attribute) BEFORE_SAVE_TRAIN_ARCHIVE (YZLiteModelEvent attribute) BEFORE_SAVE_TRAIN_MODEL (YZLiteModelEvent attribute) BEFORE_SAVE_TRAIN_RESULTS (YZLiteModelEvent attribute) BEFORE_TRAIN (YZLiteModelEvent attribute) BEFORE_UNLOAD_DATASET (YZLiteModelEvent attribute) bias_data (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteFullyConnectedLayer property) (TfliteTransposeConvLayer property) bias_tensor (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteFullyConnectedLayer property) (TfliteTransposeConvLayer property) bin2header() (in module yzlite.utils.bin2header) buffer_hexdump (JLinkDataStream property) buffer_unused (JLinkDataStream property) buffer_used (JLinkDataStream property) build_yzlite_target() (in module yzlite.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) captured_data (SerialReader property) check_archive_file_is_writable() (YZLiteModel method) check_tensorflow_cuda_compatibility_error() (in module yzlite.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 yzlite.datasets.audio.speech_commands.speech_commands_v2) (in module yzlite.datasets.image.fashion_mnist) (in module yzlite.datasets.image.mnist) (in module yzlite.datasets.image.rock_paper_scissors_v1) (in module yzlite.datasets.image.rock_paper_scissors_v2) classes (YZLiteModel property) (TfliteMicroModelDetails property) ClassifierEvaluationResults (class in yzlite.core) clean_directory() (in module yzlite.utils.path) clear() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) cli (YZLiteModel property) close() (JlinkCommandStream method) (JLinkDataStream method) (JlinkStream method) (SerialReader method) (UartStream method) color_mode (ImageDatasetMixin property) compile_model() (TfliteMicroAccelerator method) confusion_matrix (ClassifierEvaluationResults property) connect() (JlinkStream method) ConsoleLoggerLevelContext (class in yzlite.utils.logger) contains_class_type() (in module yzlite.utils.python) copy() (AudioFeatureGeneratorSettings method) (GenerationConfig method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) copy_directory() (in module yzlite.utils.path) count() (Augmentation method) (Keyword method) (TfliteShape 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 yzlite.utils.path) create_log_dir() (YZLiteModel method) create_logger() (YZLiteModel method) create_tempdir() (in module yzlite.utils.path) create_user_dir() (in module yzlite.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 yzlite.core) date (TfliteMicroModelDetails property) dc_notch_filter_coefficient (AudioFeatureGeneratorSettings property) dc_notch_filter_enable (AudioFeatureGeneratorSettings property) debug() (DummyLogger method) debugger_is_active() (in module yzlite.utils.python) default_factory (TfliteMicroProfiledLayerResult attribute) default_options (JlinkStream property) default_transform (ParallelAudioDataGenerator property) (ParallelImageDataGenerator property) DefaultDict() (in module yzlite.utils.python) deinitialize() (in module yzlite.utils.gpu) depth_multiplier (TfliteDepthwiseConvParams attribute) DepthwiseSeparableConv2D_ARM() (in module yzlite.models.shared.dsconv_arm) dequantize_output_to_float32() (TfliteModel method) description (YZLiteModel property) (TfliteMicroModelDetails property) (TfliteModel property) deserialize() (FlatbufferDictionary static method) (TfliteModelParameters static method) deserialize_tflite_metadata() (YZLiteModel method) details (TfliteMicroModel property) DictObject (class in yzlite.utils.python) dilation_height_factor (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) dilation_width_factor (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) disable() (in module yzlite.utils.gpu) disconnect() (JlinkStream method) download() (in module yzlite.datasets.audio.background_noise.ambient) (in module yzlite.datasets.audio.background_noise.brd2601) (in module yzlite.datasets.audio.background_noise.esc50) (in module yzlite.datasets.audio.mlcommons.ml_commons_keywords) (in module yzlite.datasets.audio.mlcommons.ml_commons_voice) DOWNLOAD_URL (in module yzlite.datasets.audio.background_noise.brd2601) (in module yzlite.datasets.audio.background_noise.esc50) (in module yzlite.datasets.audio.mlcommons.ml_commons_voice) (in module yzlite.datasets.audio.speech_commands.speech_commands_v2) (in module yzlite.datasets.image.cifar10) (in module yzlite.datasets.image.mnist) (in module yzlite.datasets.image.rock_paper_scissors_v1) (in module yzlite.datasets.image.rock_paper_scissors_v2) download_url() (in module yzlite.utils.archive_downloader) DOWNLOAD_URL1 (in module yzlite.datasets.audio.mlcommons.ml_commons_keywords) DOWNLOAD_URL2 (in module yzlite.datasets.audio.mlcommons.ml_commons_keywords) DOWNLOAD_URLS (in module yzlite.datasets.audio.background_noise.ambient) download_verify_extract() (in module yzlite.utils.archive_downloader) dtype (TfliteTensor property) dtype_str (TfliteTensor property) DummyLogger (class in yzlite.utils.logger) E early_stopping (TrainMixin property) enable_data_recorder() (TfliteMicroAccelerator method) enable_numpy_behavior() (in module yzlite.core.preprocess.utils.tf_dataset) enable_program_recorder() (TfliteMicroAccelerator method) enable_test_mode() (YZLiteModel method) end_time (JLinkDataStream property) 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 yzlite.core) evaluate_classifier() (in module yzlite.core) evaluate_model() (in module yzlite.core) EVALUATE_SHUTDOWN (YZLiteModelEvent attribute) EVALUATE_STARTUP (YZLiteModelEvent attribute) EvaluateAutoEncoderMixin (class in yzlite.core) EvaluateClassifierMixin (class in yzlite.core) EvaluateMixin (class in yzlite.core) EvaluationResults (class in yzlite.core) exception() (DummyLogger method) extension() (in module yzlite.utils.path) extract_archive() (in module yzlite.utils.archive) F failed (SerialReader property) false_positive_rate (ClassifierEvaluationResults property) fft_length (AudioFeatureGeneratorSettings property) file_is_in_use() (in module yzlite.utils.path) file_is_newer() (in module yzlite.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_object_key_with_value() (in module yzlite.utils.python) find_object_value_with_key() (in module yzlite.utils.python) find_object_value_with_key_or_value() (in module yzlite.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 yzlite.core.tflite_model_parameters.flatbuffer_dictionary) flatten_list() (in module yzlite.utils.python) flow() (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) format_units() (in module yzlite.utils.string_formatting) FormattedFloat (class in yzlite.utils.string_formatting) FormattedInt (class in yzlite.utils.string_formatting) forward_method_kwargs() (in module yzlite.utils.python) fpr (ClassifierEvaluationResults property) 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) fromkeys() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) frontend_settings (AudioDatasetMixin property) fullpath() (in module yzlite.utils.path) FullyConnectedAutoEncoder() (in module yzlite.models.shared.fully_connected_autoencoder) G generate() (AudioDatasetGenerator method) GENERATE_EVALUATE_PLOT (YZLiteModelEvent attribute) generate_hash() (in module yzlite.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 yzlite.utils.audio_dataset_generator) get() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) get_accelerator() (TfliteMicro static method) get_actual_path() (in module yzlite.utils.path) get_all_metadata() (TfliteModel method) get_archive_dir() (YZLiteModel method) get_archive_file() (YZLiteModel method) get_attribute() (YZLiteModel method) get_best_metric() (TrainingResults method) get_build_directory() (in module yzlite.utils.cmake) get_case_insensitive() (in module yzlite.utils.python) get_checkpoint_path() (TrainMixin method) get_current_os() (in module yzlite.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) 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) get_layer_error() (TfliteMicroModel method) get_level() (in module yzlite.utils.logger) get_log_level() (TfliteMicro static method) get_logger() (in module yzlite.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) 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) 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 yzlite.utils.gpu) get_tflite_metadata_summary() (YZLiteModel method) get_user_setting() (in module yzlite.utils.path) get_username() (in module yzlite.utils.system) get_weights_path() (TrainMixin method) git_hash (TfliteMicroAccelerator property) git_hash() (TfliteMicro static method) gzip_directory_files() (in module yzlite.utils.archive) gzip_file() (in module yzlite.utils.archive) H h5_archive_path (YZLiteModel property) h5_log_dir_path (YZLiteModel property) has_admin() (in module yzlite.utils.system) has_filename() (in module yzlite.utils.path) hash (TfliteMicroModelDetails property) hash_file() (in module yzlite.utils.hasher) hash_object() (in module yzlite.utils.hasher) hashable_value() (Voice method) height (TflitePadding property) hex_hash (Voice property) history (TrainingResults attribute) I image_classes (ImageDatasetMixin property) image_input_shape (ImageDatasetMixin property) ImageDatasetMixin (class in yzlite.core) import_module_at_path() (in module yzlite.utils.python) index (ProfilingLayerResult property) (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TfliteMicroLayerError property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTensor property) (TfliteTransposeConvLayer property) index() (Augmentation method) (Keyword method) (TfliteShape method) info() (DummyLogger method) initialize() (in module yzlite.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) INPUT_DEPTH (in module yzlite.datasets.image.rock_paper_scissors_v1) (in module yzlite.datasets.image.rock_paper_scissors_v2) input_dtype_str (ProfilingLayerResult property) (ProfilingModelResults property) INPUT_HEIGHT (in module yzlite.datasets.image.rock_paper_scissors_v1) (in module yzlite.datasets.image.rock_paper_scissors_v2) input_offset (TfliteConvParams attribute) (TfliteDepthwiseConvParams attribute) (TfliteFullyConnectedParams attribute) (TfliteTransposeConvParams attribute) INPUT_SHAPE (in module yzlite.datasets.image.fashion_mnist) (in module yzlite.datasets.image.mnist) (in module yzlite.datasets.image.rock_paper_scissors_v1) (in module yzlite.datasets.image.rock_paper_scissors_v2) input_shape (YZLiteModel 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) INPUT_WIDTH (in module yzlite.datasets.image.rock_paper_scissors_v1) (in module yzlite.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) install_pip_package() (in module yzlite.utils.python) interpolation (ImageDatasetMixin property) invoke() (TfliteMicroModel method) invoke_yzlite_target() (in module yzlite.utils.cmake) is_accelerated (ProfilingLayerResult property) is_backend_loaded() (AudioDatasetGenerator method) is_connected (JlinkStream property) is_false() (in module yzlite.utils.python) is_linux() (in module yzlite.utils.system) is_open (SerialReader property) (UartStream property) is_opened (JLinkDataStream property) is_osx() (in module yzlite.utils.system) is_profiler_enabled (TfliteMicroModel property) is_running (AudioDatasetGenerator property) (ProcessPool property) is_simulated (ProfilingModelResults property) is_synchronized (UartStream property) is_tensor_recorder_enabled (TfliteMicroModel property) is_true() (in module yzlite.utils.python) is_unsupported (ProfilingLayerResult property) is_windows() (in module yzlite.utils.system) iso_time_filename_str() (in module yzlite.utils.string_formatting) iso_time_str() (in module yzlite.utils.string_formatting) issue() (JlinkCommandStream method) items() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) J JlinkCommandStream (class in yzlite.utils.jlink_stream) JLinkDataStream (class in yzlite.utils.jlink_stream) JlinkStream (class in yzlite.utils.jlink_stream) JlinkStreamOptions (class in yzlite.utils.jlink_stream) join() (AudioDatasetGenerator method) K keras_custom_objects (YZLiteModel property) keras_model (TrainingResults attribute) KerasModel (in module yzlite.core) kernel_size (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteTransposeConvLayer property) keys() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) Keyword (class in yzlite.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 yzlite.core.preprocess.utils.list_directory) list_languages() (AudioDatasetGenerator method) list_yzlite_models() (in module yzlite.core) list_ports() (SerialReader static method) (UartStream static method) list_rindex() (in module yzlite.utils.python) list_supported_backends() (AudioDatasetGenerator static method) list_valid_filenames_in_directory() (in module yzlite.core.preprocess.utils.list_directory) (in module yzlite.datasets.audio.speech_commands.speech_commands_v2) list_voices() (AudioDatasetGenerator method) load_audio_directory() (in module yzlite.core.preprocess.utils.tf_dataset) load_backend() (AudioDatasetGenerator method) load_clean_data() (in module yzlite.datasets.audio.speech_commands.speech_commands_v2) load_data() (in module yzlite.datasets.accelerometer.tflm_magic_wand) (in module yzlite.datasets.audio.speech_commands.speech_commands_v2) (in module yzlite.datasets.image.cifar10) (in module yzlite.datasets.image.fashion_mnist) (in module yzlite.datasets.image.mnist) (in module yzlite.datasets.image.rock_paper_scissors_v1) (in module yzlite.datasets.image.rock_paper_scissors_v2) load_data_directory() (in module yzlite.datasets.image.cifar10) (in module yzlite.datasets.image.fashion_mnist) (in module yzlite.datasets.image.mnist) load_dataset() (AudioDatasetMixin method) (DatasetMixin method) (ImageDatasetMixin method) (YZLiteDataset 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 yzlite.core.preprocess.utils.tf_dataset) load_json_safe() (in module yzlite.utils.python) load_yzlite_model() (in module yzlite.core) load_yzlite_model_with_path() (in module yzlite.core) load_tflite_model() (in module yzlite.core) (TfliteMicro static method) load_tflite_or_keras_model() (in module yzlite.core) loaded_subset (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) log_dir (YZLiteModel property) log_scale_enable (AudioFeatureGeneratorSettings property) log_scale_shift (AudioFeatureGeneratorSettings property) loss (TrainMixin property) lr_schedule (TrainMixin property) M macs (ProfilingLayerResult property) (ProfilingModelResults property) (TfliteMicroProfiledLayerResult property) main() (in module yzlite.utils.bin2header) make_filelike() (in module yzlite.utils.logger) make_path_executable() (in module yzlite.utils.system) max_count (Keyword attribute) max_read_size (JLinkDataStream property) merge_dict() (in module yzlite.utils.python) metadata (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) metrics (TrainMixin property) yzlite.core.preprocess.utils.audio module yzlite.core.preprocess.utils.image module yzlite.core.preprocess.utils.list_directory module yzlite.core.preprocess.utils.normalize module yzlite.core.preprocess.utils.tf_dataset module yzlite.datasets.accelerometer.tflm_magic_wand module yzlite.datasets.audio.background_noise.ambient module yzlite.datasets.audio.background_noise.brd2601 module yzlite.datasets.audio.background_noise.esc50 module yzlite.datasets.audio.direction_commands module yzlite.datasets.audio.mlcommons.ml_commons_keywords module yzlite.datasets.audio.mlcommons.ml_commons_voice module yzlite.datasets.audio.speech_commands.speech_commands_v2 module yzlite.datasets.image.cifar10 module yzlite.datasets.image.fashion_mnist module yzlite.datasets.image.mnist module yzlite.datasets.image.rock_paper_scissors_v1 module yzlite.datasets.image.rock_paper_scissors_v2 module yzlite.models.examples.audio_example1 module yzlite.models.examples.audio_tf_dataset module yzlite.models.examples.autoencoder_example module yzlite.models.examples.basic_example module yzlite.models.examples.basic_tf_dataset_example module yzlite.models.examples.binary_classification module yzlite.models.examples.conv1d_example module yzlite.models.examples.image_example1 module yzlite.models.examples.image_tf_dataset module yzlite.models.examples.siamese_contrastive module yzlite.models.yizhutech.fingerprint_signature_generator module yzlite.models.yizhutech.keyword_spotting_alexa module yzlite.models.yizhutech.keyword_spotting_mobilenetv2 module yzlite.models.yizhutech.keyword_spotting_on_off module yzlite.models.yizhutech.keyword_spotting_on_off_v2 module yzlite.models.yizhutech.keyword_spotting_pacman module yzlite.models.yizhutech.keyword_spotting_pacman_v2 module yzlite.models.yizhutech.keyword_spotting_pacman_v3 module yzlite.models.yizhutech.keyword_spotting_with_transfer_learning module yzlite.models.yizhutech.rock_paper_scissors module yzlite.models.tflite_micro.tflite_micro_magic_wand module yzlite.models.tflite_micro.tflite_micro_speech module yzlite.models.tinyml.anomaly_detection module yzlite.models.tinyml.image_classification module yzlite.models.tinyml.keyword_spotting module yzlite.models.tinyml.visual_wake_words module yzlite.utils.archive module yzlite.utils.archive_downloader module yzlite.utils.bin2header module yzlite.utils.cmake module yzlite.utils.gpu module yzlite.utils.hasher module yzlite.utils.logger module yzlite.utils.path module yzlite.utils.python module yzlite.utils.shell_cmd module yzlite.utils.string_formatting module yzlite.utils.system module yzlite_model (TrainingResults attribute) YZLiteDataset (class in yzlite.core) YZLiteModel (class in yzlite.core) YZLiteModelEvent (class in yzlite.core) MobileNetV1() (in module yzlite.models.shared.mobilenet_v1) MobileNetV2() (in module yzlite.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) model_archive_path (TrainingResults property) model_parameters (YZLiteModel property) model_specification_path (YZLiteModel property) model_type (EvaluationResults property) module yzlite.core.preprocess.utils.audio yzlite.core.preprocess.utils.image yzlite.core.preprocess.utils.list_directory yzlite.core.preprocess.utils.normalize yzlite.core.preprocess.utils.tf_dataset yzlite.datasets.accelerometer.tflm_magic_wand yzlite.datasets.audio.background_noise.ambient yzlite.datasets.audio.background_noise.brd2601 yzlite.datasets.audio.background_noise.esc50 yzlite.datasets.audio.direction_commands yzlite.datasets.audio.mlcommons.ml_commons_keywords yzlite.datasets.audio.mlcommons.ml_commons_voice yzlite.datasets.audio.speech_commands.speech_commands_v2 yzlite.datasets.image.cifar10 yzlite.datasets.image.fashion_mnist yzlite.datasets.image.mnist yzlite.datasets.image.rock_paper_scissors_v1 yzlite.datasets.image.rock_paper_scissors_v2 yzlite.models.examples.audio_example1 yzlite.models.examples.audio_tf_dataset yzlite.models.examples.autoencoder_example yzlite.models.examples.basic_example yzlite.models.examples.basic_tf_dataset_example yzlite.models.examples.binary_classification yzlite.models.examples.conv1d_example yzlite.models.examples.image_example1 yzlite.models.examples.image_tf_dataset yzlite.models.examples.siamese_contrastive yzlite.models.yizhutech.fingerprint_signature_generator yzlite.models.yizhutech.keyword_spotting_alexa yzlite.models.yizhutech.keyword_spotting_mobilenetv2 yzlite.models.yizhutech.keyword_spotting_on_off yzlite.models.yizhutech.keyword_spotting_on_off_v2 yzlite.models.yizhutech.keyword_spotting_pacman yzlite.models.yizhutech.keyword_spotting_pacman_v2 yzlite.models.yizhutech.keyword_spotting_pacman_v3 yzlite.models.yizhutech.keyword_spotting_with_transfer_learning yzlite.models.yizhutech.rock_paper_scissors yzlite.models.tflite_micro.tflite_micro_magic_wand yzlite.models.tflite_micro.tflite_micro_speech yzlite.models.tinyml.anomaly_detection yzlite.models.tinyml.image_classification yzlite.models.tinyml.keyword_spotting yzlite.models.tinyml.visual_wake_words yzlite.utils.archive yzlite.utils.archive_downloader yzlite.utils.bin2header yzlite.utils.cmake yzlite.utils.gpu yzlite.utils.hasher yzlite.utils.logger yzlite.utils.path yzlite.utils.python yzlite.utils.shell_cmd yzlite.utils.string_formatting yzlite.utils.system msg (TfliteMicroLayerError property) multiplier (TfliteDepthwiseConv2dLayer property) (TfliteDepthwiseConv2DLayerOptions property) N n_channels (TfliteQuantization property) n_classes (YZLiteModel 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) 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) n_subgraphs (TfliteModel property) n_unsupported_layers (ProfilingModelResults property) name (EvaluationResults property) (JLinkDataStream property) (YZLiteModel property) (ProcessPool property) (ProfilingLayerResult property) (ProfilingModelResults property) (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TfliteMicroAccelerator property) (TfliteMicroLayerError property) (TfliteMicroModelDetails property) (TfliteMicroProfiledLayerResult property) (TfliteModel property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer 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 yzlite.core.preprocess.utils.normalize) normalize_accelerator_name() (TfliteMicro static method) notebook_is_active() (in module yzlite.utils.python) 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) opcode_str (ProfilingLayerResult property) (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer 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) options_str (ProfilingLayerResult property) options_type (TfliteConv2DLayerOptions property) (TfliteDepthwiseConv2DLayerOptions property) (TfliteFullyConnectedLayerOptions property) (TflitePool2DLayerOptions property) (TfliteTransposeConvLayerOptions property) options_type_str (TfliteConv2DLayerOptions property) (TfliteDepthwiseConv2DLayerOptions property) (TfliteFullyConnectedLayerOptions property) (TflitePool2DLayerOptions property) (TfliteTransposeConvLayerOptions 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) output_dtype_str (ProfilingLayerResult property) (ProfilingModelResults 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_tensor (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer property) outputs (TfliteAddLayer property) (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteDequantizeLayer property) (TfliteFullyConnectedLayer property) (TfliteLayer property) (TfliteModel property) (TflitePooling2dLayer property) (TfliteQuantizeLayer property) (TfliteReshapeLayer property) (TfliteTransposeConvLayer 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 yzlite.core.preprocess.utils.tf_dataset) ParallelAudioDataGenerator (class in yzlite.core.preprocess.audio.parallel_generator) ParallelImageDataGenerator (class in yzlite.core.preprocess.image.parallel_generator) ParallelProcessParams (class in yzlite.core.preprocess.audio.parallel_generator) (class in yzlite.core.preprocess.image.parallel_generator) params (TfliteConv2dLayer property) (TfliteDepthwiseConv2dLayer property) (TfliteFullyConnectedLayer property) (TflitePooling2dLayer property) (TfliteTransposeConvLayer property) (TrainingResults attribute) parse_variables() (in module yzlite.utils.cmake) 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() (YZLiteModel method) POPULATE_TRAIN_CALLBACKS (YZLiteModelEvent attribute) port (UartStream property) precision (ClassifierEvaluationResults property) predict() (TfliteModel method) prepare_data() (in module yzlite.datasets.accelerometer.tflm_magic_wand) prepend_exception_msg() (in module yzlite.utils.python) pretty_time_str() (in module yzlite.utils.string_formatting) process() (JlinkStream method) (ProcessPool method) process_sample() (AudioFeatureGenerator method) ProcessPool (class in yzlite.utils.process_pool) profile_model() (in module yzlite.core) (TfliteMicro static method) ProfilingLayerResult (class in yzlite.core.profiling_results) ProfilingModelResults (class in yzlite.core.profiling_results) 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 yzlite.core) QUANTIZE_SHUTDOWN (YZLiteModelEvent attribute) QUANTIZE_STARTUP (YZLiteModelEvent 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 yzlite.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 yzlite.core.preprocess.utils.audio) read_command() (UartStream method) read_data_available (JLinkDataStream property) read_image_file() (in module yzlite.core.preprocess.utils.image) recall (ClassifierEvaluationResults property) record_model() (TfliteMicro static method) recursive_listdir() (in module yzlite.utils.path) redirect_stream() (in module yzlite.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 yzlite.utils.path) remove_metadata() (TfliteModel method) requires_copy (TfliteReshapeLayer property) ResNet10V1() (in module yzlite.models.shared.resnet_v1) resolve_port() (SerialReader static method) (UartStream static method) roc_auc (ClassifierEvaluationResults property) roc_auc_avg (ClassifierEvaluationResults property) roc_thresholds (ClassifierEvaluationResults property) run_shell_cmd() (in module yzlite.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 yzlite.utils.system) serialize() (FlatbufferDictionary method) (TfliteModelParameters method) serialize_tflite_metadata() (YZLiteModel method) SerialReader (class in yzlite.utils.serial_reader) set_console_level() (in module yzlite.utils.logger) set_file_last_modified() (in module yzlite.utils.path) set_log_level() (TfliteMicro static method) set_logger() (TfliteMicro static method) set_model_parameter() (YZLiteModel method) setdefault() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) shape (TfliteTensor property) shape_dtype_str() (TfliteTensor method) SHORT_VERSION (in module yzlite.utils.python) shuffle (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) shuffle_dataset_enabled (AudioDatasetMixin property) (ImageDatasetMixin property) shuffle_file_list_by_group() (in module yzlite.core.preprocess.utils.list_directory) shutdown() (AudioDatasetGenerator method) (ProcessPool method) SIGN_BIT (TfliteActivation attribute) SignalHandler (class in yzlite.utils.signal_handler) spectrogram_shape (AudioFeatureGeneratorSettings property) split_file_list() (in module yzlite.core.preprocess.utils.list_directory) 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 yzlite.core) standardize() (ParallelAudioDataGenerator method) (ParallelImageDataGenerator method) start() (ProcessPool method) started (SerialReader property) 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) summarize_class_counts() (YZLiteDataset static method) SUMMARIZE_DATASET (YZLiteModelEvent attribute) summarize_dataset() (AudioDatasetMixin method) (DatasetMixin method) (ImageDatasetMixin method) (YZLiteDataset method) SUMMARIZE_MODEL (YZLiteModelEvent attribute) summarize_model() (in module yzlite.core) summary() (FlatbufferDictionary method) (YZLiteModel method) (TfliteModel method) (TfliteModelParameters method) supports_model_compilation (TfliteMicroAccelerator property) synchronize() (UartStream method) synchronize_blocking() (UartStream method) T TANH (TfliteActivation attribute) target_size (ImageDatasetMixin property) TENet() (in module yzlite.models.shared.tenet) tensorboard (TrainMixin property) tensorflow (TensorflowCudaVersions attribute) TensorflowCudaVersions (class in yzlite.utils.gpu) tensors (TfliteModel property) test_mode_enabled (YZLiteModel property) tflite_archive_path (YZLiteModel property) tflite_converter (TrainMixin property) tflite_layer (ProfilingLayerResult property) tflite_log_dir_path (YZLiteModel property) tflite_metadata_entries (YZLiteModel property) tflite_model (ProfilingModelResults property) TfliteActivation (class in yzlite.core) TfliteAddLayer (class in yzlite.core) TfliteConv2dLayer (class in yzlite.core) TfliteConv2DLayerOptions (class in yzlite.core) TfliteConvParams (class in yzlite.core) TfliteDepthwiseConv2dLayer (class in yzlite.core) TfliteDepthwiseConv2DLayerOptions (class in yzlite.core) TfliteDepthwiseConvParams (class in yzlite.core) TfliteDequantizeLayer (class in yzlite.core) TfliteFullyConnectedLayer (class in yzlite.core) TfliteFullyConnectedLayerOptions (class in yzlite.core) TfliteFullyConnectedParams (class in yzlite.core) TfliteLayer (class in yzlite.core) TfliteMicro (class in yzlite.core.tflite_micro) TfliteMicroAccelerator (class in yzlite.core.tflite_micro.tflite_micro_accelerator) TfliteMicroLayerError (class in yzlite.core.tflite_micro) TfliteMicroModel (class in yzlite.core.tflite_micro) TfliteMicroModelDetails (class in yzlite.core.tflite_micro) TfliteMicroProfiledLayerResult (class in yzlite.core.tflite_micro) TfliteModel (class in yzlite.core) TfliteModelParameters (class in yzlite.core) TflitePadding (class in yzlite.core) TflitePool2DLayerOptions (class in yzlite.core) TflitePooling2dLayer (class in yzlite.core) TflitePoolParams (class in yzlite.core) TfliteQuantization (class in yzlite.core) TfliteQuantizeLayer (class in yzlite.core) TfliteReshapeLayer (class in yzlite.core) TfliteShape (class in yzlite.core) TfliteTensor (class in yzlite.core) TfliteTransposeConvLayer (class in yzlite.core) TfliteTransposeConvLayerOptions (class in yzlite.core) TfliteTransposeConvParams (class in yzlite.core) time (ProfilingLayerResult property) (ProfilingModelResults property) (TfliteMicroProfiledLayerResult property) timeit() (in module yzlite.utils.python) timeout (JLinkDataStream property) timing_decorator() (in module yzlite.utils.logger) 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 yzlite.core) TRAIN_SHUTDOWN (YZLiteModelEvent attribute) TRAIN_STARTUP (YZLiteModelEvent attribute) TrainingResults (class in yzlite.core.train_model) TrainMixin (class in yzlite.core) trigger_event() (YZLiteModel method) tx_bytes_available (UartStream property) U UartStream (class in yzlite.utils.uart_stream) units (TfliteFullyConnectedLayer property) unload_dataset() (AudioDatasetMixin method) (DatasetMixin method) (ImageDatasetMixin method) (YZLiteDataset method) unload_model() (TfliteMicro static method) unquantized_tflite_log_dir_path (YZLiteModel property) unsupported_layers (ProfilingModelResults property) update() (AudioFeatureGeneratorSettings method) (TfliteMicroProfiledLayerResult method) (TfliteModelParameters method) update_model_parameters() (in module yzlite.core) 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) verify_extract() (in module yzlite.utils.archive_downloader) verify_file_hash() (in module yzlite.utils.archive_downloader) VERIFY_SHA1 (in module yzlite.datasets.audio.background_noise.brd2601) (in module yzlite.datasets.audio.background_noise.esc50) (in module yzlite.datasets.audio.mlcommons.ml_commons_voice) (in module yzlite.datasets.audio.speech_commands.speech_commands_v2) (in module yzlite.datasets.image.cifar10) (in module yzlite.datasets.image.mnist) (in module yzlite.datasets.image.rock_paper_scissors_v1) (in module yzlite.datasets.image.rock_paper_scissors_v2) verify_sha1() (in module yzlite.utils.archive_downloader) verify_sha256() (in module yzlite.utils.archive_downloader) VERIFY_URL1_SHA1 (in module yzlite.datasets.audio.mlcommons.ml_commons_keywords) VERIFY_URL2_SHA1 (in module yzlite.datasets.audio.mlcommons.ml_commons_keywords) version (YZLiteModel property) (TfliteMicroModelDetails property) view_model() (in module yzlite.core) Voice (class in yzlite.utils.audio_dataset_generator) voice (GenerationConfig attribute) VoicePitch (class in yzlite.utils.audio_dataset_generator) VoiceRate (class in yzlite.utils.audio_dataset_generator) W wait() (UartStream method) walk_with_depth() (in module yzlite.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 yzlite.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 yzlite.core.preprocess.utils.audio) write_command() (UartStream method) write_data_available (JLinkDataStream property) write_image_file() (in module yzlite.core.preprocess.utils.image) X x (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) Y y (AudioDatasetMixin property) (DatasetMixin property) (ImageDatasetMixin property) Z zeropoint (TfliteQuantization property)