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Support options to compare in CheckpointHander

See original GitHub issue

🚀 Feature

Hi @vfdev-5 ,

In current ignite CheckpointHander, it compares priority(may be metrics) > previous priority and save models: https://github.com/pytorch/ignite/blob/master/ignite/handlers/checkpoint.py#L357 But we received several requests to customize this compare logic, is it possible to make options for it?

Thanks.

Issue Analytics

State:
Created 3 years ago
Comments:7 (5 by maintainers)

Top GitHub Comments

1reaction

Nic-Macommented, Feb 1, 2021

Hi @vfdev-5 and @sdesrozis ,

I tried to re-think this feature again, actually, we should do complicated comparing logic in customized score_function, and you guys already passed engine to this API. So only need to add the option to support “greater_or_equal” instead of only “greater”, I submitted PR https://github.com/pytorch/ignite/pull/1597 for it.

Thanks.

1reaction

Nic-Macommented, Jan 31, 2021

@vfdev-5 @sdesrozis , thanks for your support here. Sure, I can try to make a PR next week if you guys are busy with other development tasks.

Thanks.

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