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@@ -699,7 +699,7 @@ and
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where 24 and 8 are the number of shards specified for each dataset,
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respectively. Generally speaking, we aim for selecting the number of shards such
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-that roughly 1024 images reside in each shard. One this data set is built you
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+that roughly 1024 images reside in each shard. Once this data set is built, you
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are ready to train or fine-tune an Inception model on this data set.
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## Practical Considerations for Training a Model
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