tinyml-tensorlab/tinyml-modelzoo/examples/generic_timeseries_classification/config_CC1352.yaml at main · TexasInstruments/tinyml-tensorlab · GitHub

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common:
    target_module: 'timeseries'
    task_type: 'generic_timeseries_classification'
    target_device: 'CC1352'
    run_name: '{date-time}/{model_name}'

dataset:
    # enable/disable dataset loading
    enable: True #False
    dataset_name: hello_world_example_dsg
    input_data_path: https://software-dl.ti.com/C2000/esd/mcu_ai/datasets/generic_timeseries_classification.zip

data_processing_feature_extraction:
    feature_extraction_name: FFT256Input_FE_RFFT_16Feature_8Frame_removeDC_Full_Bandwidth
    # feat_ext_transform: [ 'FFT_Q15', 'Q15_SCALE', 'Q15_MAG', 'DC_REMOVE', 'BIN_Q15', 'CONCAT']
    # frame_size: 256
    # feature_size_per_frame: 16
    # num_frame_concat: 8
    # frame_skip: 1
    # offset: 0
    # scale:1
    # variables: 1
    # q15_scale_factor: 5
    # normalize_bin: True


training:
    # enable/disable training
    enable: True #False
    # F28x generic timeseries model names: CLS_1k_NPU, CLS_4k_NPU, CLS_6k_NPU, CLS_13k_NPU
    model_name: 'CLS_1k_NPU'
#    model_spec: ''
    batch_size: 256
    training_epochs: 20
    num_gpus: 0

testing:
    enable: True

compilation:
    # enable/disable compilation
    enable: True #False