Questions tagged with Amazon SageMaker Deployment
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Good day!
**My main purpose:**
Easy way to collect information about different failure scenarios in SageMaker TrainingJob.
**What do I use currently?**
Sagemaker SKLearn Estimator(TrainingJobs...
4
answers
0
votes
933
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
152
views
asked 2 years agolg...
After create model in Redshift i can load the generated model in python via Sagemaker. The features are generated automatically e.g. f0, f1 and so on. Altough i have only 10 columns i get maybe 500...
1
answers
0
votes
411
views
asked 2 years agolg...
Note: I am a senior developer, but am very new to the topic of machine learning.
I have two frozen TensorFlow model weight files: `weights_face_v1.0.0.pb` and `weights_plate_v1.0.0.pb`. I also have...
1
answers
0
votes
618
views
asked 2 years agolg...
Hi,
Greetings!!
I found some errors in cloud watch logs while executing a training job via SageMake pipelines but unfortunately training job did not fail. Hence I tried stopping a training job using...
1
answers
0
votes
812
views
asked 2 years agolg...
I'm trying to troubleshoot why the sagemaker staging endpoint is not using the latest model version. I did the following steps:
1. I started a **new Sagemaker project** and used the build, train,...
0
answers
0
votes
146
views
asked 2 years agolg...
I was able to create a sagemaker endpoint a few weeks ago using as endpoint configuration the following parameters:
```
{'EndpointConfigName': 'xxxx',
'ProductionVariants': [{'VariantName':...
1
answers
0
votes
1531
views
asked 2 years agolg...
I am an IAM user. The permission policies I have from the admin are IAMFullAccess, AmazonS3FullAccess, AmazonSageMakerFullAccess, and AmazonEC2FullAccess. When trying to onboard sagemaker, I get the...
0
answers
0
votes
97
views
asked 2 years agolg...
Pip download fails in my instance when sagemaker is connected through VPC. It is successful when VPC is not specified. I have internet gateway configured for my public subnets.
I was able to pip...
1
answers
0
votes
535
views
asked 2 years agolg...
We updated our endpoint on Sagemaker and we get 403 errors that lasts a couple of hours and then resolves themselves without us doing anything. Does anyone know why this is happening or how we could...
1
answers
0
votes
390
views
asked 2 years agolg...
I attempted to create an endpoint using the huggingface features of the sagemaker package for Python
```python
from sagemaker.huggingface import HuggingFaceModel
import sagemaker
role =...
1
answers
0
votes
915
views
asked 2 years agolg...
I can easily create and version a model using SM model registry: https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-version.html
After registering the model, it is also possible to access...
1
answers
0
votes
2664
views
asked 2 years agolg...