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Contents:

  • Introduction
  • Tutorial
  • Included Metrics
  • Custom Metrics
  • Contribution Guidelines
  • API Overview
  • neurobench.benchmarks
  • neurobench.datasets
  • neurobench.models
  • neurobench.preprocessing
  • neurobench.postprocessing
NeuroBench
  • Overview: module code

All modules for which code is available

  • neurobench.benchmarks.benchmark
  • neurobench.datasets.MSWC_dataset
  • neurobench.datasets.WISDM
  • neurobench.datasets.mackey_glass
  • neurobench.datasets.megapixel_automotive
  • neurobench.datasets.primate_reaching
  • neurobench.datasets.speech_commands
  • neurobench.metrics.abstract.static_metric
  • neurobench.metrics.abstract.workload_metric
  • neurobench.metrics.static.connection_sparsity
  • neurobench.metrics.static.footprint
  • neurobench.metrics.static.parameter_count
  • neurobench.metrics.workload.activation_sparsity
  • neurobench.metrics.workload.activation_sparsity_by_layer
  • neurobench.metrics.workload.classification_accuracy
  • neurobench.metrics.workload.coco_map
  • neurobench.metrics.workload.membrane_updates
  • neurobench.metrics.workload.mse
  • neurobench.metrics.workload.r2
  • neurobench.metrics.workload.smape
  • neurobench.metrics.workload.synaptic_operations
  • neurobench.models.snntorch_models
  • neurobench.models.torch_model
  • neurobench.processors.postprocessors.aggregate
  • neurobench.processors.postprocessors.choose_max_count
  • neurobench.processors.preprocessors.mfcc
  • neurobench.processors.preprocessors.speech2spikes

© Copyright 2024, Jason Yik, Noah Pacik-Nelson, Korneel Van Den Berghe, Benedetto Leto.

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