Add native support for avg_pool*d when divisor_override is set

[asuhan]

We don't have use cases for it yet, but we should do it at some point.

[dlibenzi]

That point for us is pretty easy to find. Once we start seeing aten::avg_pool* entries in our counter values.

[stale]

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