Stack Overflow
Stack Overflow

Questions tagged [amazon-sagemaker-studio]

106 questions
0
votes
1 answer

Failed to launch app from custom SageMaker image: ResourceNotFoundError with UID/GID in AppImageConfig

I'm trying to create a custom SageMaker image and launch a kernel from it, because I want to see if I can use black, the python code formatter, in SageMaker Studio via a custom SageMaker image. So far, I've been able to attach the image to the…
Yann Stoneman
  • 953
  • 11
  • 35
0
votes
1 answer

Debugging Sagemaker Pipeline with custom cloudwatch log messages

I have scoured the docs and I cannot figure out how to create custom log messages that are more descriptive. We are using sagemaker to run pipelines and they are failing, but the logs I see in cloudwatch are too generic. Is there any way to just…
Nathaniel Rink
  • 475
  • 4
  • 19
0
votes
0 answers

How to verify cross account model registry in AWS SageMaker?

I followed this page to register a model version from a different account: https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-version.html#model-registry-version-xaccount After adding the required permissions, i have a step to registry…
wawawa
  • 2,835
  • 6
  • 44
  • 105
0
votes
0 answers

How To Clear Storage In studiolab.sagemaker.aws

I deleted all the files i made but still a problem comeing:- untitled.ipynb [Errno 28] No space left on device to clear my runtime storage
PRANAV K D
  • 1
0
votes
1 answer

Sagemaker HyperparameterTuner and fixed hyper parameters (StaticHyperParameters)

I used to use this type of hyper parameter (optimisation) specification: "OutputDataConfig": {"S3OutputPath": output_path}, "ResourceConfig": {"InstanceCount": 1, "InstanceType": "ml.m4.xlarge", "VolumeSizeInGB": 3}, "RoleArn": role_arn, …
cs0815
  • 16,751
  • 45
  • 136
  • 299
0
votes
2 answers

AWS SageMaker Notebook's Default S3 Bucket - Cant Access Uploaded Files within Notebook

In SageMaker Studio, I created directories and uploaded files to my SageMaker's default S3 bucket using the GUI, and was exploring how to work with those uploaded files using a SageMaker Studio Notebook. Within the SageMaker Studio Notebook, I…
Kai
  • 17
  • 7
0
votes
0 answers

SageMaker : Client Error - Provided train label is in 'float32' format, 'float32' label is required

I have my training data uploaded to s3 bucket and I have type-casted the columns with float64 dtype to float32 in my training data. I have defined a linear estimator from sagemaker and fit the training data in this cell. linear =…
ab_padfoot
  • 63
  • 1
  • 10
0
votes
1 answer

how to configure default bucket in sagemaker pipeline?

I am doing some experimentation in training models in amazon sagemaker/studio via sagemaker piplines. based on samples/aws docs , in my notebook ( sample code below) , in my jupyter notebook, i set up sagemaker session , execution role via code like…
kyagu
  • 155
  • 2
  • 11
0
votes
1 answer

AWS MLOps - Do we need dev/test environments for the model-development environment that data scientist work on (SageMaker))

assuming I have AWS accounts: DEV (where data scientists use SageMaker notebooks/studio to actively explore data and develop models) Test (where the model monitor happens) Prod (where the accepted model is hosted) My question is, from engineering…
wawawa
  • 2,835
  • 6
  • 44
  • 105
0
votes
1 answer

how to run only training step in a sagemaker pipeline?

based on the docs, we can create different steps and chain them together in sagemaker pipeline, but I am wondering, if i wanted to just run one training step, without processing step , like in the example below, will i able to pass a s3 location as…
kyagu
  • 155
  • 2
  • 11
0
votes
1 answer

Graphviz running on SageMaker notebook instance but not SageMaker Studio

I'm running a python script with PyTorch/Graphviz. It executes in a SageMaker notebook instance, but not in SageMaker Studio. It appears the notebook instance with kernel conda_pytorch_p39 already contains an installation of Graphviz so the script…
Edison
  • 11,881
  • 5
  • 42
  • 50
0
votes
1 answer

`Not a directory: '/home/sagemaker-user/XXX` Error downloading wheelfiles from s3 to SageMaker studio

I uploaded a couple of packages (tar.gz and whl files) to s3, I'd like to download them to a Juypter noteook inside SageMaker Studio. When i run aws s3 cp s3://bucket-name/dependencies/ dependencies_from_s3/ it keeps giving me error download failed:…
wawawa
  • 2,835
  • 6
  • 44
  • 105
0
votes
1 answer

How to display metrics and value on SageMaker pipeline UI?

Run a SageMaker pipeline from SageMaker studio, each pipeline step (e.g., ProcessingStep, TrainingStep, LambdaStep) has an output tab, I tried to search for the SDK doc, but couldn't find anything related. How may I display metrics from custom…
PolarStorm
  • 21
  • 3
0
votes
1 answer

Visualize Batch-Transform-Model-Quality-On-schedule Result Metrics

How can i visualize batch transform Model Quality Monitoring violation reports only sagemaker studio ?? I try to do Model Quality Monitoring using Batch Transform job notebook in AWS
Muhammad Yahya
  • 1
0
votes
1 answer

Accessing instance storage in AWS SageMaker notebooks

I'm trying to train a model using AWS SageMaker notebooks and am disappointed with how slowly the model is training. I think my bottleneck lies with the IOPS speed to the persistent storage (EFS and EBS) my SageMaker notebooks are accessing for the…
Luke Sutor
  • 1
1 2 3 4 5
6
7 8