Unanswered Questions tagged with Amazon SageMaker Deployment
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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...
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answers
0
votes
105
views
asked 2 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...
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answers
0
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70
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]...
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answers
1
votes
179
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...
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answers
0
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69
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).
#...
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answers
0
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239
views
asked 4 months agolg...
I recently created a sagemaker model for data cloud salesforce integration, I approved the version and pipeline was created
Source and Build are successful but deploy step was rolled back due to...
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answers
0
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99
views
asked 7 months agolg...
Hi, I am new to Sagemaker and I am having some issues where I am trying to set up an autopilot experiment with the use of my csv file. However, when I tried to key in my s3 bucket in input data field....
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answers
0
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60
views
asked 9 months agolg...
On Google Colab, I fine-tuned my stable diffusion model and deployed it on hugging face. Now I want to create an endpoint in Sagamaker and generate new images. I am experiencing problems with image...
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answers
0
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121
views
asked 10 months agolg...
Hi,
I'm encountering an issue with deploying a SageMaker endpoint that was previously working fine. I successfully deployed the Nous Hermes Llama 2 7B model to a g5.2xlarge endpoint about a week ago....
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answers
0
votes
93
views
asked 10 months agolg...
Hi,
I've deployed a custom model container as Sagemaker Async Endpoint which works fine so far. It's callable and provides results as expected.
I now want to apply a TargetTrackingScalingPolicy but...
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answers
0
votes
100
views
asked 2 years agolg...
I'm using a standard **AWS EKS** cluster, all cloud based (K8S 1.22) with multiple node groups, one of which uses a Launch Template that defines an Elastic Inference Accelerator attached to the...
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answers
0
votes
292
views
asked 2 years agolg...
SageMaker Studio domain lifecycle configuration for hosting VSCode not working and no error logslg...
Hi all,
I've followed the guide provided in this medium blog by senior AWS ML SA: https://towardsdatascience.com/hosting-vs-code-in-sagemaker-studio-f211385e25f7
I've created the lifecycle...
0
answers
0
votes
151
views
asked 2 years agolg...