Optimisation
- Optimisation Loop
OptimisationLoopBlockIterationIteration.add_completed()Iteration.add_loss()Iteration.add_submitted()Iteration.blockIteration.block_idIteration.clear_run()Iteration.curr_runIteration.loopIteration.next_run()Iteration.num_completedIteration.num_submittedIteration.prev_runIteration.total_lossIteration.total_loss_change
- Loss Functions
L2DistanceLossL2DistanceLoss.adjoint()L2DistanceLoss.commsL2DistanceLoss.forward()L2DistanceLoss.headL2DistanceLoss.local()L2DistanceLoss.local_parameter()L2DistanceLoss.loggerL2DistanceLoss.loopL2DistanceLoss.monitorL2DistanceLoss.nodeL2DistanceLoss.parameter()L2DistanceLoss.remote()L2DistanceLoss.runtimeL2DistanceLoss.select_worker()L2DistanceLoss.workerL2DistanceLoss.zmq_context
FunctionalValue
- Optimisers
- Pipelines
Pipeline- Default pipelines
ProcessGlobalGradientProcessGlobalGradient.commsProcessGlobalGradient.headProcessGlobalGradient.local()ProcessGlobalGradient.local_parameter()ProcessGlobalGradient.loggerProcessGlobalGradient.loopProcessGlobalGradient.monitorProcessGlobalGradient.nodeProcessGlobalGradient.parameter()ProcessGlobalGradient.remote()ProcessGlobalGradient.runtimeProcessGlobalGradient.select_worker()ProcessGlobalGradient.workerProcessGlobalGradient.zmq_context
ProcessModelIterationProcessModelIteration.commsProcessModelIteration.headProcessModelIteration.local()ProcessModelIteration.local_parameter()ProcessModelIteration.loggerProcessModelIteration.loopProcessModelIteration.monitorProcessModelIteration.nodeProcessModelIteration.parameter()ProcessModelIteration.remote()ProcessModelIteration.runtimeProcessModelIteration.select_worker()ProcessModelIteration.workerProcessModelIteration.zmq_context
ProcessObservedProcessObserved.commsProcessObserved.headProcessObserved.local()ProcessObserved.local_parameter()ProcessObserved.loggerProcessObserved.loopProcessObserved.monitorProcessObserved.nodeProcessObserved.parameter()ProcessObserved.remote()ProcessObserved.runtimeProcessObserved.select_worker()ProcessObserved.workerProcessObserved.zmq_context
ProcessTracesProcessTraces.commsProcessTraces.headProcessTraces.local()ProcessTraces.local_parameter()ProcessTraces.loggerProcessTraces.loopProcessTraces.monitorProcessTraces.nodeProcessTraces.parameter()ProcessTraces.remote()ProcessTraces.runtimeProcessTraces.select_worker()ProcessTraces.workerProcessTraces.zmq_context
ProcessWaveletsProcessWavelets.commsProcessWavelets.headProcessWavelets.local()ProcessWavelets.local_parameter()ProcessWavelets.loggerProcessWavelets.loopProcessWavelets.monitorProcessWavelets.nodeProcessWavelets.parameter()ProcessWavelets.remote()ProcessWavelets.runtimeProcessWavelets.select_worker()ProcessWavelets.workerProcessWavelets.zmq_context
ProcessWaveletsObservedProcessWaveletsObserved.commsProcessWaveletsObserved.headProcessWaveletsObserved.local()ProcessWaveletsObserved.local_parameter()ProcessWaveletsObserved.loggerProcessWaveletsObserved.loopProcessWaveletsObserved.monitorProcessWaveletsObserved.nodeProcessWaveletsObserved.parameter()ProcessWaveletsObserved.remote()ProcessWaveletsObserved.runtimeProcessWaveletsObserved.select_worker()ProcessWaveletsObserved.workerProcessWaveletsObserved.zmq_context
- Steps