Questions tagged with Amazon SageMaker Deployment
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I try to download image(.jpg, .png.) from S3 to Endpoint(made by Sagemaker) with s3url(s3://~~)
Because At the endpoint made by sagemaker, To send s3url is faster than to send image.
I can download...
1
answers
0
votes
634
views
asked 2 years agolg...
I have deployed a model to a Sagemaker endpoint using BentoML/BentoCTL. This is a tool for building APIs and containerizing models. To test, I use curl with a JSON payload to make a request. When I...
2
answers
0
votes
681
views
asked 2 years agolg...
I use Amazon Sagemaker for model training and prediction. I have a problem with the returned data with predictions. I am trying to convert prediction data to pandas dataframe format.
After the model...
1
answers
0
votes
1187
views
asked 2 years agolg...
Is it possible to use Redshift ML with a Sagemaker multi-container model?
The closest I can find is the documentation that mentions the syntax for BYOM remote inference...
1
answers
0
votes
315
views
asked 2 years agolg...
I am trying to deploy the HuggingFace model onto sagemaker. Here is the link for the model: https://huggingface.co/dalle-mini/dalle-mini
I am testing in my personal account and here is the code for...
2
answers
0
votes
812
views
asked 2 years agolg...
I have a model in a registry, and I would like to create a batch transformation inference pipeline, but I wasn't able to find specific documentation on how to do this. There is a documentation on how...
4
answers
0
votes
1648
views
asked 2 years agolg...
During training, I created a TfidfVectorizer model and trained it to generate features from a database. How can I reuse this model to generate the representation of new texts, which will be classified...
1
answers
0
votes
501
views
asked 2 years agolg...
I am working on a use-case where I am using SageMaker multi-model endpoint for model inference and the models are trained using Databricks MLFlow platform. When I tried deploying a model trained from...
1
answers
0
votes
718
views
asked 2 years agolg...
I'm using a standard **AWS EKS** cluster, all cloud based (K8S 1.22) with multiple node groups, one of which uses a Launch Template that defines an Elastic Inference Accelerator attached to the...
0
answers
0
votes
284
views
asked 2 years agolg...
We deployed a LighGBM Regression model and endpoint using Sagemaker Jumpstart.
We have attempted to configure this endpoint as 'asynchronous' via the console.
Receiving Error:...
1
answers
0
votes
494
views
asked 2 years agolg...
Good day!
**My main purpose:**
Easy way to collect information about different failure scenarios in SageMaker TrainingJob.
**What do I use currently?**
Sagemaker SKLearn Estimator(TrainingJobs...
4
answers
0
votes
921
views
asked 2 years agolg...
SageMaker Studio domain lifecycle configuration for hosting VSCode not working and no error logslg...
Hi all,
I've followed the guide provided in this medium blog by senior AWS ML SA: https://towardsdatascience.com/hosting-vs-code-in-sagemaker-studio-f211385e25f7
I've created the lifecycle...
0
answers
0
votes
149
views
asked 2 years agolg...