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zou3519 avatar zou3519 commented on June 19, 2024

What are the chances effect tokens would help here?

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wconstab avatar wconstab commented on June 19, 2024

Just curious, is there such a notion today of a schema that marks a side effect? What would that look like?

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wanchaol avatar wanchaol commented on June 19, 2024

should this just be wait_tensor(Tensor(a!) self) -> Tensor(a!)?

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zou3519 avatar zou3519 commented on June 19, 2024

There are a couple of options for option 2 "update the schema of this op to mark it as mutating its input (to reflect the side effect)":

a) wait_tensor(Tensor(a!) self) -> Tensor(a!). This requires us to add a functional version of the op and reinplacing logic to inductor for it.
b) wait_tensor(Tensor(a!) self) -> (). This one doesn't require us to add a functional op (we will automatically generate a functional op
c) we've been adding new "print" operators that have arbitrary side effects that automatically get functionalized (@angelayi @yanboliang). There's a side table where we actually mark the operators as having side effects.

SIDE_EFFECTS: Dict[torch._ops.OpOverload, _EffectType] = {
torch.ops.aten._print.default: _EffectType.ORDERED,
}

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