Neural Architecture Search Package

(hivenas.core.nas)

All modules relating to the Neural Architecture Search process.

• Adaptive Cutoff Threshold (ACT)
  • TerminateOnThreshold
    • beta
    • monitor
    • n_classes
    • zeta
    • get_threshold
    • on_epoch_end
• Evaluation Strategy
  • NASEval
    • config
    • datagen
    • model
    • evaluate
    • fully_train
    • get_weights_filename
    • instantiate_network
    • momentum_training
• Momentum Evaluation (ME)
  • MomentumAugmentation
    • monitor
    • get_momentum
    • on_epoch_end
• NAS Interface
  • NASInterface
    • evaluate
    • fully_train_best_model
    • get_neighbor
    • is_minimize
    • momentum_eval
    • sample
    • train_custom_arch
  • eval_strategy
  • search_space
• Search Space
  • NASSearchSpace
    • all_paths
    • config
    • dag
    • compute_space_size
    • eval_format
    • get_neighbor
    • sample