CODEWITHSUNDEEP
tensorflowobject-detection
emrea
emrea

Reputation: 1355

Training time of Tensorflow Object Detection API on MSCOCO

How long does it typically take to train a Faster RCNN model on MSCOCO on a single GPU card (e.g. K40 or 1080) using the Tensorflow Object Detection API? It would be great if you could provide training times for other models (SSD and R-FCN), too.

Upvotes: 4

Views: 1676

Answers (1)

Jonathan Huang
Jonathan Huang

Reputation: 1558

I have never trained a model on COCO using a single GPU --- we typically train using ~10 k40 GPUs with asynchronous SGD, which takes 3-4 days to converge on COCO. SSD and R-FCN take about the same amount of time.

Upvotes: 4

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