Questions tagged with Amazon SageMaker Deployment
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hello everyone, i want to deploy a pretrained model on the AWS Server using endpoint so that i can fetch it on the mobile device. i am also sharing the github link of the model which i want to deploy...
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248
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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...
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407
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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...
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609
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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
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802
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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,...
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146
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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
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1520
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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...
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0
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95
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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
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0
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526
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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
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385
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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
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0
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907
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...
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2642
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asked 2 years agolg...
I am trying to setup an aws code pipeline project that will deploy a sagemaker model from a model registry cross-account from our qa account.
The plan is to deploy the latest approval model from the...
1
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1
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864
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asked 2 years agolg...