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Expected pretraining results (e.g., loss, next-sentence-prediction accuracy, etc.) #46

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usuyama opened this issue Jan 6, 2020 · 0 comments

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@usuyama
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usuyama commented Jan 6, 2020

Would be great to get expected pretraining results (e.g., loss, next-sentence-prediction accuracy, etc.) and learning curves using the 64 * V100 training.

I found the fine-tuning task results on the blog but would be nice to compare the pretraining results as a "sanity check."

I don't have access to V100 GPUs for now so I'm using P40 GPUs to replicate/validate the pretraining pipeline.

@maxluk @aashnamsft any pretraining details that you guys can share? Even a screenshot of the AzureML metrics page would be helpful to compare and double-check.

@usuyama usuyama changed the title Evaluating pretraining results Expected pretraining results (e.g., loss, next-sentence-prediction accuracy, etc.) Jan 6, 2020
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