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0.0.2
  • sconce: E2E AutoML Model Compression Package
  • Usage
  • Workflow
  • Model Compression Techniques
  • Tutorials
  • Efficient-Hyperparameter Auto Sensitivity Seach
  • Features
  • Reference
  • ToDo
sconce
  • Index

Index

A | C | F | G | L | M | P | Q | S

A

  • apply_channel_sorting() (pruner.prune method)

C

  • channel_prune() (pruner.prune method)
  • channel_prune_layerwise() (pruner.prune method)
  • compare_models() (perf.performance method)
  • CWP_Pruning() (pruner.prune method)

F

  • find_instance() (pruner.prune method)
  • fine_grained_prune() (pruner.prune method)

G

  • get_input_channel_importance() (pruner.prune method)
  • get_input_channel_importance_channel() (pruner.prune method)
  • get_model_macs() (perf.performance method)
  • get_model_size() (perf.performance method)
  • get_model_size_weights() (perf.performance method)
  • get_model_sparsity() (perf.performance method)
  • get_num_channels_to_keep() (pruner.prune method)
  • get_num_parameters() (perf.performance method)
  • get_sparsity() (perf.performance method)
  • GMP_apply() (pruner.prune method)
  • GMP_Pruning() (pruner.prune method)

L

  • load_torchscript_model() (perf.performance method)

M

  • measure_inference_latency() (perf.performance method)
  • measure_latency() (perf.performance method)
  • module
    • perf
    • pruner
    • quanter

P

  • perf
    • module
  • performance (class in perf)
  • plot_weight_distribution() (perf.performance method)
  • print_model_size() (perf.performance method)
  • prune (class in pruner)
  • pruner
    • module

Q

  • qat() (quanter.quantization method)
  • quanter
    • module
  • quantization (class in quanter)

S

  • save_torchscript_model() (perf.performance method)
  • sensitivity_scan() (pruner.prune method)

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