Optimisation

• Optimisation Loop
  • OptimisationLoop
    • OptimisationLoop.blocks()
    • OptimisationLoop.clear()
    • OptimisationLoop.current_block
    • OptimisationLoop.dump()
    • OptimisationLoop.num_blocks
    • OptimisationLoop.problem
  • Block
    • Block.clear()
    • Block.current_iteration
    • Block.fun_value
    • Block.iterations()
    • Block.num_iterations
  • Iteration
    • Iteration.add_completed()
    • Iteration.add_fun()
    • Iteration.add_step_fun()
    • Iteration.add_submitted()
    • Iteration.fun_value
    • Iteration.num_completed
    • Iteration.num_submitted
    • Iteration.step_fun_value
• Loss Functions
  • L2DistanceLoss
    • L2DistanceLoss.adjoint()
    • L2DistanceLoss.comms
    • L2DistanceLoss.forward()
    • L2DistanceLoss.head
    • L2DistanceLoss.local()
    • L2DistanceLoss.local_parameter()
    • L2DistanceLoss.logger
    • L2DistanceLoss.loop
    • L2DistanceLoss.monitor
    • L2DistanceLoss.node
    • L2DistanceLoss.parameter()
    • L2DistanceLoss.remote()
    • L2DistanceLoss.runtime
    • L2DistanceLoss.select_worker()
    • L2DistanceLoss.worker
    • L2DistanceLoss.zmq_context
  • FunctionalValue
• Optimisers
  • LocalOptimiser
    • LocalOptimiser.clear_grad()
    • LocalOptimiser.post_process()
    • LocalOptimiser.pre_process()
    • LocalOptimiser.step()
  • GradientDescent
    • GradientDescent.step()
• Pipelines
  • Pipeline
    • Pipeline.adjoint()
    • Pipeline.comms
    • Pipeline.forward()
    • Pipeline.head
    • Pipeline.local()
    • Pipeline.local_parameter()
    • Pipeline.logger
    • Pipeline.loop
    • Pipeline.monitor
    • Pipeline.node
    • Pipeline.parameter()
    • Pipeline.remote()
    • Pipeline.runtime
    • Pipeline.select_worker()
    • Pipeline.worker
    • Pipeline.zmq_context
  • Default pipelines
    • ProcessGlobalGradient
      • ProcessGlobalGradient.comms
      • ProcessGlobalGradient.head
      • ProcessGlobalGradient.local()
      • ProcessGlobalGradient.local_parameter()
      • ProcessGlobalGradient.logger
      • ProcessGlobalGradient.loop
      • ProcessGlobalGradient.monitor
      • ProcessGlobalGradient.node
      • ProcessGlobalGradient.parameter()
      • ProcessGlobalGradient.remote()
      • ProcessGlobalGradient.runtime
      • ProcessGlobalGradient.select_worker()
      • ProcessGlobalGradient.worker
      • ProcessGlobalGradient.zmq_context
    • ProcessModelIteration
      • ProcessModelIteration.comms
      • ProcessModelIteration.head
      • ProcessModelIteration.local()
      • ProcessModelIteration.local_parameter()
      • ProcessModelIteration.logger
      • ProcessModelIteration.loop
      • ProcessModelIteration.monitor
      • ProcessModelIteration.node
      • ProcessModelIteration.parameter()
      • ProcessModelIteration.remote()
      • ProcessModelIteration.runtime
      • ProcessModelIteration.select_worker()
      • ProcessModelIteration.worker
      • ProcessModelIteration.zmq_context
    • ProcessObserved
      • ProcessObserved.comms
      • ProcessObserved.head
      • ProcessObserved.local()
      • ProcessObserved.local_parameter()
      • ProcessObserved.logger
      • ProcessObserved.loop
      • ProcessObserved.monitor
      • ProcessObserved.node
      • ProcessObserved.parameter()
      • ProcessObserved.remote()
      • ProcessObserved.runtime
      • ProcessObserved.select_worker()
      • ProcessObserved.worker
      • ProcessObserved.zmq_context
    • ProcessTraces
      • ProcessTraces.comms
      • ProcessTraces.head
      • ProcessTraces.local()
      • ProcessTraces.local_parameter()
      • ProcessTraces.logger
      • ProcessTraces.loop
      • ProcessTraces.monitor
      • ProcessTraces.node
      • ProcessTraces.parameter()
      • ProcessTraces.remote()
      • ProcessTraces.runtime
      • ProcessTraces.select_worker()
      • ProcessTraces.worker
      • ProcessTraces.zmq_context
    • ProcessWavelets
      • ProcessWavelets.comms
      • ProcessWavelets.head
      • ProcessWavelets.local()
      • ProcessWavelets.local_parameter()
      • ProcessWavelets.logger
      • ProcessWavelets.loop
      • ProcessWavelets.monitor
      • ProcessWavelets.node
      • ProcessWavelets.parameter()
      • ProcessWavelets.remote()
      • ProcessWavelets.runtime
      • ProcessWavelets.select_worker()
      • ProcessWavelets.worker
      • ProcessWavelets.zmq_context
  • Steps
    • FilterTraces
      • FilterTraces.adjoint()
      • FilterTraces.forward()
    • MuteTraces
      • MuteTraces.adjoint()
      • MuteTraces.forward()
    • SmoothField
      • SmoothField.adjoint()
      • SmoothField.forward()
    • NormField
      • NormField.adjoint()
      • NormField.forward()
    • Clip
      • Clip.adjoint()
      • Clip.forward()
    • Mask
      • Mask.adjoint()
      • Mask.forward()