torchbearer
0.4.0

Notes

  • Using DistributedDataParallel with Torchbearer on CPU
    • Setup, Cleanup and Model
    • Sync Methods
    • Worker Function
    • Running
    • Running on machines with GPUs
    • Source Code
  • Using the Metric API
    • Default Keys
    • Metric Decorators
      • Lambda Metrics
      • Metric Output - to_dict
    • Data Flow - The Metric Tree
  • Using the Tensorboard Callback
    • Setup
    • Logging the Model Graph
    • Logging Batch Metrics
    • Logging Epoch Metrics
    • Source Code
  • Logging to Visdom
    • Model Setup
    • Logging Epoch and Batch Metrics
    • Visdom Client Parameters
    • Source Code

Examples

  • Notebooks List
    • General
    • Deep Learning
    • Differentiable Programming

Package Reference

  • torchbearer
    • Trial
      • Batch Loaders
      • Misc
    • State
      • State
      • Key List
    • Utilities
  • torchbearer.callbacks
    • Base Classes
    • Imaging
      • Main Classes
      • Deep Inside Convolutional Networks
    • Model Checkpointers
    • Logging
    • Tensorboard, Visdom and Others
    • Early Stopping
    • Gradient Clipping
    • Learning Rate Schedulers
    • Learning Rate Finders
    • Weight Decay
    • Weight / Bias Initialisation
    • Regularisers
    • Unpack State
    • Decorators
      • Main
      • Utility
  • torchbearer.metrics
    • Base Classes
    • Decorators - The Decorator API
    • Metric Wrappers
    • Metric Aggregators
    • Base Metrics
    • Timer
torchbearer
  • Docs »
  • Python Module Index

Python Module Index

t
 
t
- torchbearer
    torchbearer.callbacks.callbacks
    torchbearer.callbacks.checkpointers
    torchbearer.callbacks.csv_logger
    torchbearer.callbacks.early_stopping
    torchbearer.callbacks.gradient_clipping
    torchbearer.callbacks.imaging.imaging
    torchbearer.callbacks.imaging.inside_cnns
    torchbearer.callbacks.init
    torchbearer.callbacks.printer
    torchbearer.callbacks.tensor_board
    torchbearer.callbacks.terminate_on_nan
    torchbearer.callbacks.torch_scheduler
    torchbearer.callbacks.weight_decay
    torchbearer.cv_utils
    torchbearer.metrics.aggregators
    torchbearer.metrics.decorators
    torchbearer.metrics.default
    torchbearer.metrics.metrics
    torchbearer.metrics.primitives
    torchbearer.metrics.roc_auc_score
    torchbearer.metrics.timer
    torchbearer.metrics.wrappers
    torchbearer.state

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