mark metricmodule methods as experimental #2983
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Summary:
wip - hierarchical metric aggregation for paft
will add fused task aggregation in a later diff. this diff supports unfused task computation only.
pass in the devicemesh from DMPCollection or can pass in DMPCollection.sharding_pg
example output:
```
ne:
{
task_name: {state : tensor, state : tensor}, task_name : {state : tensor, state : tensor}
},
mse:
...
```
```
'ne': {'DefaultTask': {'cross_entropy_sum': tensor([18453.3014], device='cuda:1', dtype=torch.float64), 'window_cross_entropy_sum': tensor([18453.3014], device='cuda:1', dtype=torch.float64), 'weighted_num_samples': tensor([12778.6176], device='cuda:1', dtype=torch.float64), 'window_weighted_num_samples': tensor([12778.6176], device='cuda:1', dtype=torch.float64), 'pos_labels': tensor([6420.7206], device='cuda:1', dtype=torch.float64), 'window_pos_labels': tensor([6420.7206], device='cuda:1', dtype=torch.float64), 'neg_labels': tensor([6357.8971], device='cuda:1', dtype=torch.float64), 'window_neg_labels': tensor([6357.8971], device='cuda:1', dtype=torch.float64)}}}
```
Differential Revision: D71934160
Summary: adding a simple decorator to allow us to flag APIs as experimental for users, optional flags to specify additional information such as package versions and dates usage: ```python experimental def f(x): ... ``` logs will show: ``` function is *experimental* and may change or be removed without notice. ``` Differential Revision: D75014138
Summary: tsia Reviewed By: kausv Differential Revision: D75014609
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This pull request was exported from Phabricator. Differential Revision: D75014609 |
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Summary: tsia
Reviewed By: kausv
Differential Revision: D75014609