The following reduction operators should be updated to allow reducing over multiple dimensions.

• torch.all
• torch.any
• torch.prod
• torch.quantile
• torch.nanquantile
• torch.aminmax

For the following operators, adding support for reducing over multiple dimensions is blocked on the following issue #61490

• torch.max
• torch.min
• torch.median
• torch.nanmedian
• torch.mode

Related Issues

• Support multi-dim reductions for torch.prod, torch.all, torch.any #56586
• Have the possibility to reduce a tensor with median on more than one specified dimension #53900
• Reduce with any(), all(), median() over multiple dimensions #61453

cc @mruberry @rgommers @heitorschueroff @pmeier @asmeurer @leofang @AnirudhDagar @asi1024 @emcastillo @kmaehashi