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Core Dumped when vocab size *not* a multiple of 8 #107

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@AmitMY

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@AmitMY

(Related issue: mozilla/translations#249)

When I run:

/firefox-translations-training/3rd_party/browsermt-marian-dev/build/marian-decoder -m /data/models/spoken-signed/spoken_to_signed/student-finetuned/final.model.npz.best-chrf.npz -v /data/models/spoken-signed/spoken_to_signed/vocab/vocab.spm /data/models/spoken-signed/spoken_to_signed/vocab/vocab.spm -c decoder.yml -i /data/data/spoken-signed/spoken_to_signed/original/devset.spoken.gz -o /data/models/spoken-signed/spoken_to_signed/speed/output.signed --shortlist /data/data/spoken-signed/spoken_to_signed/alignment/lex.s2t.pruned.gz false  --dump-quantmult

I get:

[2023-11-08 12:41:15] Error: Rows of matrix: param must be multiple of 8.
[2023-11-08 12:41:15] Error: Aborted from marian::cpu::integer::PrepareBNodeOp::PrepareBNodeOp(marian::Expr, marian::Expr, float, bool) [with marian::Type vtype = (marian::Type)257u; marian::Expr = IntrusivePtr<marian::Chainable<IntrusivePtrmarian::TensorBase > >] in /firefox-translations-training/3rd_party/browsermt-marian-dev/src/tensors/cpu/intgemm_interface.h:92

I suspect that this is the case because my vocab size is 1668 which is not divisible by 8.
Is there a way to pad the vocabulary for this step particularly? Up until this step, I can train browermt fully.

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