Category "amazon-sagemaker"

Is it possible to use Sagemaker Notebooks with a Docker image as your environment?

I'm currently developing a system that some private libraries. I'm developing in local mode and then when I need to process something specific I use Sagemaker P

Use AWS Lambda to execute a jupyter notebook on AWS Sagemaker

I made a classifier in Python that uses a lot of libraries. I have uploaded the model to Amazon S3 as a pickle (my_model.pkl). Ideally, every time someone uploa

GPU error: Sagemaker mp.p2.xlarge instance using tensorflow==2.3.0

I got the following error when trying to train my tensorflow model on sagemaker ml.p2.xlarge instance. I use tensorflow==2.3.0. I wonder whether this is because

install torchaudio on AWS training container

What is the proper way to install torchaudio in AWS sagemaker GPU container? and why is it not pre-installed? I tried pip install torchaudio but it tries to uni

aws Sagemaker autoscaling with instance metrics per instance

I am using aws Sagemaker endpoint for inference. Based upon amount of traffic, endpoint should scale up and down by adding more instance into the endpoint. I am

Amazon SageMaker Model Monitor for Batch Transform jobs

Couldn't find the right place to ask this, so doing it here. Does Model Monitor support monitoring Batch Transform jobs, or only endpoints? The documentation se