Category "amazon-sagemaker"

SageMaker Studio domain creation fails due to KMS permissions

Question Please help understand the cause and solution for the problem. Problem SageMaker Studio domain creation fails due to KMS permissions. The IAM Role spec

Invocation timed out using Sagemaker to invoke endpoints with pretrained custom PyTorch model [Inference]

I have a pretrained model based on PyTorch (contextualized_topic_models) and have deployed it using AWS sagemaker script model. However, when I tried to invoke

AWS SageMaker TensorFlow Serving - Endpoint failure - CloudWatch log ref: "NET_LOG: Entering the event loop ..."

It's my first time using sagemaker to serve my own custom tensorflow model so I have been using the medium articles to get me started: How to Create a TensorFl

Automate the execution of a .ipynb file in SageMaker

I want to automate Jupyter's work. I created a function in AWS Lambda that when the S3 bucket receives a .csv file, it opens the determined instance of Jupyter

Get notebook outline in sagemaker studio like in Visual Studio Code

When I use visual studio code with jupyter notebook, I have an "outline" tab in the left panels that display the Markdown section of my notebook for quick acces

No space for sagemaker Studio lab to upload or download file

The SageMaker studio lab FAQ says there are 15GB space for each user, but I can't even upload or download a 900MB DataSet. When I upload or download it, return

How to train a model in SageMaker Studio with .train and .test extension dataset files?

I'm trying to implement ML models with Amazon SageMaker Studio, the thing is that the model that I want to implement is from hugging face and It uses a Dataset

How to delete amzon sagemaker studio project

I am unable to delete the project in amazon sagemaker studios have tried using the different methods

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