Questions tagged with Amazon SageMaker
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Best Practices for Fast Scaling SageMaker Async Endpoint from 0 to 1 Instance for Single Requestslg...
Hello everyone,
I'm currently working on an AWS SageMaker project where I need to scale an async endpoint from 0 to 1 instance to handle a single request. The goal is to maintain cost efficiency by...
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72
views
asked 14 hours agolg...
I am trying to deploy an endpoint to Amazon SageMaker using an example from AWS samples for activity detection. I am following the instructions in this...
0
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56
views
asked 3 days agolg...
Hey all,
Despite not running any kernels or analytics, our Sagemaker costs are very high. How do I determine what is driving these costs? Our cost analytics tell us that these are all driven by...
3
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52
views
asked 5 days agolg...
On old GPU notebooks and new GPU notebooks `nvidia-smi` gives the following error:
```
NVIDIA-SMI has failed because it couldn't communicate with the NVIDIA driver. Make sure that the latest NVIDIA...
I've been running the same 7 models for weeks, and today SageMaker said the prediction files uploaded today are all in invalid format. When the models try to access data files to make a prediction,...
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51
views
asked 6 days agolg...
What is the maximum processing time for SageMaker Async inference?
Some docs say 1 hour: [here](https://docs.aws.amazon.com/sagemaker/latest/dg/async-inference.html)
While others say 15 mins:...
1
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68
views
asked 6 days agolg...
Hi there
I am trying to schedule a notebook job on the Jenkins pipeline. I connected ec2 to SageMaker using the role, is there a way to create a Sagemaker session to run a notebook scheduling...
I have be getting this error message in my pipeline preprocessing and evaluation steps.
...ClientError: Failed to invoke sagemaker:CreateProcessingJob. Error Details: The account-level service limit...
2
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0
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67
views
asked 10 days agolg...
my AWS Sagemaker notebook instance cannot be started because VPC is deleted accidentaly.
how can I restore EBS data for this Sagemaker notebook instance? I cannot find any EBS volume in EBS list.
1
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105
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asked 10 days agolg...
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...
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111
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asked 11 days agolg...
We are using cloudformation to create jupyter notebook with tags we want. While when we execute Estimators, it will create a training job without any tags. We tried to copy tags from notebook instance...
1
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170
views
asked 11 days agolg...
I am loading the `mistral-7b` model from HF Transformers, however, I keep getting kernel dead error on jupyter notebook.
```
from transformers import AutoModelForSequenceClassification,...
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112
views
asked 11 days agolg...