Questions tagged with Amazon SageMaker Deployment
Content language: English
Select up to 5 tags to filter
Sort by most recent
Browse through the questions and answers listed below or filter and sort to narrow down your results.
i have a async inference on SageMaker, with BYOC. The job may take about 20 minutes and more. And i already set InvocationTimeoutSeconds to 3600 seconds.
the problem is, when i start a new...
1
answers
0
votes
271
views
asked a year agolg...
I am working on a project related to serverless inference API. Getting error while calling the CreateEndpoint API, need some reference or sample code related to serverless inference ?
Accepted AnswerAmazon SageMaker Deployment
1
answers
0
votes
268
views
asked a year agolg...
I found that ec2 instance type has available AZ and to find which AZ as available is to check describe-instance-type-offerings command.
Just like same I want to deploy my AI/ML model to custom VPC...
1
answers
0
votes
276
views
asked a year agolg...
I am very new to MLOps and seeking guidance on how to put a piece of ML python code into production on AWS.
Here are my requirements:
1. Model is run once a week
2. Pick up very large data files from...
1
answers
0
votes
371
views
asked a year agolg...
I've configured a model for async-inference, and its working correctly - I can submit a file via `invoke_endpoint_async` and download the output from s3.
I'm now trying to configure auto-scaling. I'm...
2
answers
0
votes
1618
views
asked a year agolg...
I found a similar posting...
1
answers
0
votes
298
views
asked a year agolg...
Hi, we use Azure Repos as our Version Control System. We would like to train ML models on our local env . Whenever ML code is pushed, we want to use Azure DevOps pipelines to integrate with SageMaker...
1
answers
0
votes
622
views
asked a year agolg...
I am deploying a Triton server endpoint on Sagemaker and I want to ssh into the instance where the endpoint is running for debugging purposes. I can't find a way to identify the instance (e.g. find...
1
answers
0
votes
941
views
asked a year agolg...
Hi, my current domain was created using a previous KMS key. Now I want to retire the key and use a new key. How should I proceed?
1
answers
0
votes
330
views
asked a year agolg...
Hi,
I deploy a abalone test model, and now I want to test it through Enpoint Test Inference, it gives me an error:
```
Error invoking endpoint: Received client error (415) from primary with message...
2
answers
0
votes
332
views
asked a year agolg...
Hi,
I followed [this example](https://github.com/aws/amazon-sagemaker-examples/blob/main/sagemaker_neo_compilation_jobs/tensorflow_distributed_mnist/tensorflow_distributed_mnist_neo.ipynb) up to the...
2
answers
0
votes
266
views
asked a year agolg...
I have referred [this](https://github.com/aws-samples/sagemaker-multi-model-endpoint-tensorflow-computer-vision/blob/main/multi-model-endpoint-tensorflow-cv.ipynb) notebook to deploy PyTorch model but...
2
answers
0
votes
802
views
asked a year agolg...