search

k2-fsa / icefall

https://k2-fsa.github.io/icefall/
Apache License 2.0
922 stars 297 forks source link

model training in sagemaker #1383

Open SSwethaSel0609 opened 11 months ago

SSwethaSel0609 commented 11 months ago

what are the steps to train the icefall asr model in aws sagemaker

csukuangfj commented 11 months ago

Is aws sagemaker similar to google colab?

SSwethaSel0609 commented 11 months ago

No, Amazon SageMaker is a cloud machine-learning platform that enables developers to create, train, and deploy machine-learning models in the cloud. It makes it convenient to train models without worrying about compute(disk space, gpu unavailability etc.)

It can also add TTV(Time To Value) as it reduces training time.

It can reduce cost for us

csukuangfj commented 11 months ago

Can you use it like a virtual machine? Does it support running docker? We provide docker images for icefall.

SSwethaSel0609 commented 11 months ago

yes we need to create a docker image.. but I have docker image.. I don't know how to start

csukuangfj commented 11 months ago

Can you use ssh to login into the machines provided by aws sagemaker?