I’ve been leveraging Deep Speech for a few months now and I noticed a large amount Network Out traffic when training a model.
I’m currently training a model starting with the deepspeech-0.5.1-checkpoint and an additional 50 hours of speech data. The training is running on an AWS EC2 and all audio and transcript csvs are on a mounted EFS.
During the training I observe about 100MB of Network Out traffic every 5 minutes. Intuitively I don’t understand why there would be data leaving my network.
Can anybody help me understand this traffic? Any insights would be greatly appreciated.