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I am beginning to train a semantic segmentation model in AWS Sagermaker and they provide the following metrics for the output. I understand mIOU, loss, and pixel accuracy, but I do not know what throughput is or how to interpret it. Please see the image below and let me know if you need additional information. enter image description here

mpx
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Dre
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1 Answers1

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Throughput is reported in records per second (i.e. images per second). It shows how fast the algorithm can iterate over training or validation data. For example, with a throughput of 30 records/sec it would take a minute to iterate over 1800 images.

Yury
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