Questions tagged [sagemaker]

Amazon SageMaker is a fully-managed AWS service that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale.

Filter by
Sorted by
Tagged with
0
votes
1answer
14 views

IDE for Machine Learning workflow - AWS SageMaker

Looks like we don't really use an IDE in any of Machine Learning workflow stages if we use AWS SageMaker. Entire work is done in jupyter notebook. Is this correct?
0
votes
0answers
7 views

Schedule Sagemaker with boto3 comprehend

I have a jupyter notebook running on SageMaker which I have to run daily to output CSV files. I am using boto3 'comprehend' to analyze the text in my workflow. I want to be able to schedule this daily ...
1
vote
1answer
28 views

AWS SageMaker Model as endpoint size limit

Is there a size limit imposed on models deployed on AWS SageMaker as endpoints? I first tried to deploy a simple TensorFlow/Keras Iris classification model by converting to protobuf, tarring the model,...
0
votes
0answers
12 views

Sagemaker - XGBOOST rank:ndcg

Does anyone know if the rank:ndcg is available on AWS Sagemaker? I am currently trying to run a model, but it seems like it's not implemented. Am I using an older xgboost version? Kinda new to AWS ...
0
votes
0answers
97 views

Not able to deploy saved model into AWS Sagemaker

I am following this article https://machinelearningmastery.com/how-to-perform-object-detection-with-yolov3-in-keras/ to deploy YOLOv3 inside the AWS Sagemaker. I have the model.weights having weights ...
0
votes
0answers
7 views

upload model to S3

Hello I'm using AWS Sage Maker to build my model. I want to store the model in S3 for later use. How do you save your model in S3 with Amazon Sage Maker? I know this seem trivial but I didn't ...
0
votes
0answers
35 views

Validation Accuracy trending downwards in image classification on SageMaker

I am training image classification model using transfer learning and out of the box image classification model from Amazon SageMaker. My dataset consists of 120x120 images in 3 categories. 1240 ...
1
vote
0answers
27 views

Integrate SageMaker notebook instances into development flow

I often get stuck by the calculation time when I work on a model locally. Even sampling quite heavily sometimes still let the running times very long. Ideally, these times must be of the order of the ...
0
votes
0answers
28 views

Specific information regarding Amazon Sagemaker GroundTruth

I'm trying to run a simple GroundTruth labeling job with a private workforce for text classification. Since I'm new to AWS GroundTruth, I have some questions: If I use private workforce what is the ...
1
vote
1answer
248 views

Does AWS Sagemaker continue running when I go offline?

I'm pulling data from web services in an AWS Sagemaker Notebook. I'd like to be able to close my computer for an hour, reconnect my computer and see that the data collection has continued to run. ...
0
votes
1answer
518 views

Difference between AWS amazonei_tensorflow and tensorflow conda environments

In AWS SageMaker there are several Conda environments available based on different ML frameworks: conda info -e I would like to know the difference between a <...