Genetic_NAS

Contents:

  • Evaluate_Model
  • Compile_Edge_TPU
  • Decode_Block
  • Fitness_Function
  • Model_Checker
  • Gene_Pool
  • Search_Space
  • TFLITE_Converter
  • Create_Model
  • Evolutionary_Algorithm
Genetic_NAS
  • Welcome to Genetic_NAS’s documentation!
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Welcome to Genetic_NAS’s documentation!

Contents:

  • Evaluate_Model
    • evaluate_tflite_model()
    • model_evaluation()
  • Compile_Edge_TPU
    • compile_edgetpu()
  • Decode_Block
    • decoded_block()
  • Fitness_Function
    • calculate_fitness()
  • Model_Checker
    • is_edge_tpu_compatible()
    • model_has_attention()
    • model_has_problem()
  • Gene_Pool
    • conv_block()
    • ffn()
    • inverted_residual_block()
    • mobilevit_block()
    • transformer_block()
  • Search_Space
  • TFLITE_Converter
    • convert_to_tflite()
  • Create_Model
    • create_model()
    • model_summary()
    • train_model()
  • Evolutionary_Algorithm
    • create_first_population()
    • create_next_population()
    • crossover()
    • mutate()
    • select_models()
    • start_evolution()

Indices and tables

  • Index

  • Module Index

  • Search Page

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