Questions tagged with Amazon SageMaker
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I have a pytorch model deployed on p3.2xlarge, connected to lambda and api gateway.
When multiple requests are sent to it, based on logs, it accepts them sequentially. There is no concurrency. But...
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399
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asked 5 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).
#...
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241
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asked 5 months agolg...
Hi!
I am trying to create a role through the IAM console for an AWS service. Use case is SageMaker. I am following [this...
2
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0
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317
views
asked 5 months agolg...
When I used Juypter to run Bert model from huggingface, it reported this and then the notebook did and restarted.
Detected kernel version 4.14.334, which is below the recommended minimum of 5.5.0;...
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231
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asked 5 months agolg...
All of the available images in Amazon are several gigs,? Is there a small lightweight image I can use for running data processing job ?
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272
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asked 5 months agolg...
I am thinking of storing image embedding in a feature store and use the AWS Rekognition custom label and I am weighing whether it is better to store frames/embeddings/image hashes. But before that I...
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555
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asked 5 months agolg...
Like the individual who posted this question on the AWS forum, I am also looking to use create_monitoring_schedule. In a record_preprocessor_script file, I want to import various dependent Python...
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263
views
asked 5 months agolg...
I am trying to delete my inference endpoint using the AWS CLI because I can't do so via the Studio. However, when I try to list the inference components using
```
aws sagemaker...
2
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317
views
asked 5 months agolg...
What AWS service is relevant for MLOps/LLMOps? What do we use for logging, monitoring, model performance, versioning for ML models on AWS cloud? Is this built into SageMaker?
2
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721
views
asked 5 months agolg...
Hello,
I am new to Amazon SageMaker and trying to use Mistral 7B instruct model from JumpStart. I get this error message when I press Deploy:
"Failed to deploy endpoint
The account-level service...
1
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0
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1496
views
asked 5 months agolg...
I have set a notebook up on SageMaker Studio Lab to run on a schedule once a day during the week. When I checked the notebook jobs, I saw that the notebook did not run during the scheduled time. I...
1
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453
views
asked 5 months agolg...
Hello,
I have a cloud watch alarm that triggers when the InvocationsPerInstance metric for our Sagemaker endpoint breaches a threshold in one minute period. The general setup:
...
1
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0
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401
views
asked 5 months agolg...