Questions tagged with Amazon SageMaker Deployment
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I've deployed an extended Pytorch model as an endpoint and I'm trying to make inference requests to it. Problem is, the responses from the endpoint get timed out and CloudWatch logs show nothing...
2
answers
0
votes
1764
views
asked 2 years agolg...
I am using a pertained Random Forest Model and trying to deploy it on Amazon Sagemker using Python SDK:
```
from sagemaker.sklearn.estimator import SKLearn
sklearn_estimator = SKLearn(
...
1
answers
0
votes
442
views
asked 2 years agolg...
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
641
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
696
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
1206
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
322
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
831
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
1673
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
515
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
734
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
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295
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
513
views
asked 2 years agolg...