Questions tagged with Amazon SageMaker Deployment
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I am the root user of my aws account ann when I try to create a sagemaker deployment project. I get this error.
"You are not authorized to use the Amazon SageMaker project templates. Please contact...
1
answers
0
votes
100
views
asked 10 days agolg...
Hi, I have a docker container containing a custom inference script that keeps failing on endpoint creation with the following error:
CannotStartContainerError. Please ensure the model container for...
1
answers
0
votes
96
views
asked 11 days agolg...
Hi,
I want to deploy a model to sagemaker, however this model takes In different weights depending on some scenarios. Is there any way that I can deploy an endpoint which is able to use different...
1
answers
0
votes
187
views
asked 2 months agolg...
Hi,
I've constructed a pipeline using Scikit-Learn on SageMaker, incorporating data transformations and a Random Forest model, then I use the hyperparameter tuner to find the best model.
I can...
0
answers
0
votes
106
views
asked 3 months agolg...
I create a Sagemaker Shadow Test to compare shadow variant with production variant and passed s3 URI to store prediction results of shadow vairant. I have sent more than 100 request to the prod...
0
answers
0
votes
71
views
asked 3 months agolg...
Hi,
Our sagemaker endpoints (async mode) are randomly failing. Here is a snippet of the data-log log stream :
```
2024-03-05T17:40:10.207-05:00 2024-03-05T22:40:05.261:[sagemaker logs]...
0
answers
1
votes
194
views
asked 3 months agolg...
Hello all,
I have an async endpoint running a model on SageMaker. I want my endpoint to be on for an hour (±3600 segs), and if after that time there's no activity i want to decrease the number of...
0
answers
0
votes
71
views
asked 4 months agolg...
# tl;dr
1. I have added a custom logger.debug("### calling modelfn.") into my model_fn.
2. the custom logger is inconsistently showing or not-showing in cloud-watch (despite no change on my side).
#...
0
answers
0
votes
241
views
asked 5 months agolg...
Hi , I am trying to delete sage maker domain , I have two users in that , when I am trying to delete users I am getting this error .
`ResourceInUse
Unable to delete UserProfile...
2
answers
0
votes
906
views
asked 5 months agolg...
I am using below code in sagemaker pipeline (pipeline.py) to register the model in step_register
model = Model(
image_uri=container,
...
1
answers
0
votes
209
views
asked 5 months agolg...
Per this article: https://aws.amazon.com/ec2/instance-types/g5g/
Not able to find the deep learning image for g5g.xlarge instances in us-east-1 region? x86 based architecture based images are...
4
answers
1
votes
501
views
asked 5 months agolg...
Hi,
I have a sagemaker pipeline (training pipeline) which creates a new version of the ML model on a periodical basis with retraining and pushes that version to model registry inside a studio. I want...
1
answers
1
votes
374
views
asked 6 months agolg...