Questions tagged with Amazon SageMaker Deployment
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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
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439
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
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639
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
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690
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
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1199
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
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0
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319
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
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826
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
1660
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
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510
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
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0
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728
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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292
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
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506
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
928
views
asked 2 years agolg...