config.yaml

common:
  task_type: generic_timeseries_classification
  target_device: F28P55
dataset:
  dataset_name: electrical_fault
  input_data_path: https://software-dl.ti.com/C2000/esd/mcu_ai/datasets/electrical_fault_dataset.zip
data_processing_feature_extraction:
  data_proc_transforms: ['SimpleWindow']
  frame_size: 256
  stride_size: 0.01
  variables: 6
  feature_extraction_name: Custom_Default
#FFT without Binning
  feat_ext_transform: ['FFT_FE', 'FFT_POS_HALF', 'DC_REMOVE', 'ABS', 'LOG_DB', 'CONCAT']
  frame_size: 256
  feature_size_per_frame: 128
  num_frame_concat: 1
#FFT with Binning
#feat_ext_transform: ['FFT_FE', 'FFT_POS_HALF', 'DC_REMOVE', 'ABS', 'BINNING', 'LOG_DB', 'CONCAT']
#frame_size: 256
#feature_size_per_frame: 32
#num_frame_concat: 4
training:
  model_name: CLS_ResCat_3k
  num_gpus: 0
testing:
  skip_train: false
compilation: {}