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Merging after discussion with @shelhamer and @longjon as this is a bugfix that may be causing user issues. I should eventually add unit tests as noted in #2910. |
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In #2866 I added
vector<int> learnable_param_ids_, which was supposed to be a mapping fromparams_indices tolearnable_params_indices used to check thatlr_multanddecay_mults matched up. I screwed this up by only appending IDs of owner params, and forgetting to add IDs for sharing (non-owning) params. I think the only resulting problem (given thatlearnable_param_ids_is only read in one place) is that you could run into false positives or false negatives with the check that{lr,decay}_mults of shared parameters are equal. Very sorry for the trouble if this happened to you.Thanks to @Otkrist for reporting this issue! (He was using shared params and ran into a the
lr_mult mismatchcheck failure when using the samelr_multfor all params. He verified that this patch fixes the issue for him.)