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Questions tagged [amazon-sagemaker-studio]

106 questions
3
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0 answers

AWS Sagemaker Studio Local Ram Overload

Every time i open studio and get to the jupyter labs page about 10s seconds later the browser starts to eat local ram at ~0.1GB/s and one or two cores max out at 100% utilization. It will continue doing this until all local ram on my local computer…
aris-t
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2
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1 answer

ImportError: Using `low_cpu_mem_usage=True` or a `device_map` requires Accelerate: `pip install accelerate`

Using HuggingFace Transformer I am trying to create a pipeline, by running below code (code is running on a SageMaker Jupyter Lab): pipeline = transformers.pipeline( "text-generation", model="meta-llama/Llama-2-7b-chat-hf", …
Mohammad Sadoughi
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2
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2 answers

SageMaker Studio credentials errors

I can no longer view projects, pipelines or create new note books. The complaint appears to be credential related. Failed to launch app [None]. Error when retrieving credentials from container-role: Error retrieving metadata: Received non 200…
Ray Hogan
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2
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1 answer

can one pipeline pass parameters/arguments to another pipeline in aws sagemaker pipeline?

Doing some research/experimentation, I can trigger one pipeline from another pipeline in aws sagemaker via Eventbridge. is it possible to pass any parameters/values/arguments from one pipeline to another this way? say, i have a model building…
kyagu
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2
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1 answer

Customer Error: Record could not be parsed to valid data point

I've been trying to run ensemble prediction from multiple models based on this example and I managed to add KNN to the other two algorithms. However, I'm facing this error during the prediction step (copied from CloudWatch): Customer Error: Record…
Saba Hussein
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2
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1 answer

Is it possible to choose the S3 directory I want to store my pipeline run files?

My pipeline run directories are being created in my defaul bucket dir and it is getting messy. I've been trying to set a subdirectory in my s3 default bucket to store all my pipeline run directories (PreProcess, Train, Evaluate, Interpret...) but I…
Sayuri Iwai
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2
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1 answer

Amazon Sagemaker Studio Data Wrangler athena query failing for large datasets

Trying to query a large dataset from Athena using AWS data wrangler. The query fails for large datasets. This is for setting up a datawrangler pipeline using UI in AWS studio trying to add a Athena Source. Some observations: Small Athena queries…
user2242666
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How to allow Sagemaker studio to access data stored in MongoDB?

I'm trying to read data that is stored in MongoDB in Sagemaker studio, and both the MongoDB instance and Sagemaker studio domain is under the same VPC and security group, but I keep getting connection timeout error when I try to do it. Any help is…
user157410
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2
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1 answer

How to add additional files in Sagemaker Pipeline Processing Step

I want to have additional files which can be imported in preprocess.py file but i am not able to import these directly. My directory looks like this: Want to import from helper_functions directory into preprocess. I tried to add this in setup.py…
sid8491
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2
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1 answer

Sagemaker Local Mode: RuntimeError: Giving up, endpoint: didn't launch correctly

While running sagemaker in local mode. I am experimenting with an inference endpoint in local mode using docker container. But as soon as my model.tar.gz file exceeds a certain size i.e. around 200 mb, the deployment fails and returns the…
andyk
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2
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1 answer

How to use Conda kernels while executing jupyter notebook from lambda function

How can I execute jupyter notebook using pre-installed conda kernels from lambda function instead of using the default kernel? Currently, I'm using the following code snippet to execute jupyter notebook from the lambda function. import time import…
Muhammad Azeem
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2
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1 answer

Can't read uploaded csv file in SageMaker Studio Lab anymore

I used to use the pandas command: pd.read_csv('path copied from studio lab') to read the csv file but now this same command seems to not work anymore. The path that I used in the pandas command I got by right-clicking on the upload filed and then…
Guga
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1
vote
2 answers

Where are files located in Sagemaker Studio?

I have seen answers to this question and the answer is always that these files are located in /home/ec2-user/Sagemaker/ however when I'm in Terminal in Sagemaker Studio I don't see this. It seems that Sagemaker Studio has a different directory than…
Leigh
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1
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2 answers

Is it possible to use docker commands in Sagemaker Studio

It is not possible to install docker in the SageMaker Studio. Is there a way to install and use it? $ sudo yum install docker Loaded plugins: ovl, priorities No package docker available. Error: Nothing to do
mon
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Enabling MFA in Sagemaker Studio Lab

Is there any way to enable Multi Factor Authentication in AWS Sagemaker Studio Lab? I want to use my private data to analyze and run ML algorithms. How secure is Sagemaker Studio Lab? Is there any way to make it more secure? Thank You very much.
Samit
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