Conve's embedder dimension discrepancy

[jwzhi]

Hi,

I wonder why there is a dimension discrepancy between the dimension my config file sets and the actual model's dimension only for the ConvE implementation. For example, if I set

reciprocal_relations_model:
  base_model:
    type: conve
    entity_embedder:
      dim: 200
      dropout: 0.3

in my config.yaml. The actual embedder in the kge model is

(_entity_embedder): LookupEmbedder(
      (_embeddings): Embedding(14541, 201)
      (dropout): Dropout(p=0.3, inplace=False)
    )

This is really weird. And I tried with some other score functions such as distmult, transe and they seem to be fine. Do you have an idea why this happens for conve?

Thanks,

[rufex2001]

ConvE has a setting that automatically adjusts the embedding sizes to ensure a given ratio of the 2D embeddings. You can turn this off by setting "autocomplete: False" (I think it was autocomplete). In that case, though, you'd have to manually ensure the 2D conversion holds, or ConvE will not work.

On Wed, 27 Oct 2021, 05:35 Jing Zhu, @.***> wrote:

Hi,

I wonder why there is a dimension discrepancy between the dimension my config file sets and the actual model's dimension only for the ConvE implementation. For example, if I set

reciprocal_relations_model: base_model: type: conve entity_embedder: dim: 200 dropout: 0.3

in my config.yaml. The actual embedder in the kge model is

(_entity_embedder): LookupEmbedder( (_embeddings): Embedding(14541, 201) (dropout): Dropout(p=0.3, inplace=False) )

This is really weird. And I tried with some other score functions such as distmult, transe and they seem to be fine. Do you have an idea why this happens for conve?

Thanks,

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[jwzhi]

I see. This clarifies a lot. Thank you!