pytorch_pfn_extras.training.extensions.observe_lr

pytorch_pfn_extras.training.extensions.observe_lr(optimizer, param_group=0, observation_key='lr')

Returns an extension to record the learning rate.

Parameters

• optimizer (Optimizer) – Optimizer whose learning rate is recorded.

• param_group (int) – Param group of the optimizer to observe

• observation_key (str) – Key of observation to record.

Returns

The extension function.

This extension is triggered each epoch by default. To change this, use the trigger argument with the ExtensionsManager.extend() method.

pytorch_pfn_extras.training.extensions.MicroAverage pytorch_pfn_extras.training.extensions.observe_value