Utilities

• utils package
  • Submodules
  • utils.AUPRC module
    • AUPRC()
    • ptsort()
  • utils.aux_models module
    • AlphaScalarMultiplication
      • AlphaScalarMultiplication.__init__()
      • AlphaScalarMultiplication.forward()
    • AlphaVectorMultiplication
      • AlphaVectorMultiplication.__init__()
      • AlphaVectorMultiplication.forward()
    • AuxiliaryHead
      • AuxiliaryHead.__init__()
      • AuxiliaryHead.forward()
    • Cell
      • Cell.__init__()
      • Cell.forward()
    • CellBlock
      • CellBlock.__init__()
      • CellBlock.forward()
    • ChannelPadding
      • ChannelPadding.__init__()
      • ChannelPadding.forward()
    • ConvBranch
      • ConvBranch.__init__()
      • ConvBranch.forward()
    • CreateOp()
    • DropPath
      • DropPath.__init__()
      • DropPath.forward()
    • FactorizedReduction
      • FactorizedReduction.__init__()
      • FactorizedReduction.forward()
    • FixedCell
      • FixedCell.__init__()
      • FixedCell.forward()
    • GlobalPooling1D
      • GlobalPooling1D.__init__()
      • GlobalPooling1D.forward()
    • GlobalPooling2D
      • GlobalPooling2D.__init__()
      • GlobalPooling2D.forward()
    • Identity
      • Identity.forward()
    • IdentityModule
      • IdentityModule.forward()
    • Maxout
      • Maxout.__init__()
      • Maxout.forward()
    • PoolBranch
      • PoolBranch.__init__()
      • PoolBranch.forward()
    • SeparableConv
      • SeparableConv.__init__()
      • SeparableConv.forward()
    • SeparableConvOld
      • SeparableConvOld.__init__()
      • SeparableConvOld.forward()
    • Tensor1DLateralPadding
      • Tensor1DLateralPadding.__init__()
      • Tensor1DLateralPadding.forward()
    • WeightedCrossEntropyWithLogits
      • WeightedCrossEntropyWithLogits.__init__()
      • WeightedCrossEntropyWithLogits.forward()
    • random()
  • utils.evaluation_metric module
    • eval_mosei_senti()
    • eval_mosei_senti_return()
    • eval_mosi()
    • multiclass_acc()
    • weighted_accuracy()
  • utils.helper_modules module
    • Sequential2
      • Sequential2.__init__()
      • Sequential2.forward()
  • utils.scheduler module
    • FixedScheduler
      • FixedScheduler.__init__()
      • FixedScheduler.step()
      • FixedScheduler.update_optimizer()
    • LRCosineAnnealingScheduler
      • LRCosineAnnealingScheduler.__init__()
      • LRCosineAnnealingScheduler.step()
      • LRCosineAnnealingScheduler.update_optimizer()
  • utils.search_tools module
    • compute_temperature()
    • merge_unfolded_with_sampled()
    • predict_accuracies_with_surrogate()
    • sample_k_configurations()
    • sample_k_configurations_directly()
    • sample_k_configurations_uniform()
    • train_surrogate()
    • update_surrogate_dataloader()
  • utils.surrogate module
    • SimpleRecurrentSurrogate
      • SimpleRecurrentSurrogate.__init__()
      • SimpleRecurrentSurrogate.eval_model()
      • SimpleRecurrentSurrogate.forward()
    • SurrogateDataloader
      • SurrogateDataloader.__init__()
      • SurrogateDataloader.add_datum()
      • SurrogateDataloader.get_data()
      • SurrogateDataloader.get_k_best()
    • train_simple_surrogate()
  • Module contents