AbstractProfiler

class pytorch_lightning.profiler.AbstractProfiler[source]

Bases: abc.ABC

Specification of a profiler.

abstract setup(**kwargs)[source]

Execute arbitrary pre-profiling set-up steps as defined by subclass.

Return type

None

abstract start(action_name)[source]

Defines how to start recording an action.

Return type

None

abstract stop(action_name)[source]

Defines how to record the duration once an action is complete.

Return type

None

abstract summary()[source]

Create profiler summary in text format.

Return type

str

abstract teardown(**kwargs)[source]

Execute arbitrary post-profiling tear-down steps as defined by subclass.

Return type

None