Resolve "ArcFace (MXNET) + IJBC lead to memory error"

Closes #42 (closed)

added 1 commit

• 71387a13 - Enable memory_demanding mode (samplewise processing) for MXNet models

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This enables to run MXNet models in memory_demanding mode (meaning samplewise forward passes instead of batchwise). I followed the same structure as in TF2 models. The memory_demanding parameter can be recovered from the input database. With this fix, I am able to run the IJBC evaluation with ArcFace.

I also made sure to get the exact same scores on Mobio before and after this change, and the exact same scores on Mobio running with and without the memory_demanding option.

ping @tiago.pereira

unmarked as a Work In Progress

awesome @lcolbois :-)

It looks perfect. I'll let you merge.

Do you mind sharing a ROC plot of your experiment?

Thanks

assigned to @lcolbois

Yes of course, here are all the systems I have evaluated on IJBC with the newly added ArcFace.

merged

mentioned in commit cb469550