Questions tagged with Amazon SageMaker Deployment
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Hi team !
I need to deploy a ton of Machine Learning Models (Timeseries models) and I'm seeking a way that is effective.
In details, the problem is to build a platform capable of serving many time...
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633
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asked a year agolg...
I am able to train and tune the model. But at the time of model deployment, the endpoint is not getting created, and it fails after some time. It gives the error as "FileNotFoundError: [Errno 2] No...
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248
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asked a year agolg...
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...
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276
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
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278
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...
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287
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
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0
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380
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
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1661
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asked a year agolg...
I found a similar posting...
1
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304
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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...
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640
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...
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958
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?
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342
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
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0
votes
343
views
asked a year agolg...