Questions tagged with Amazon SageMaker Pipelines
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I have created a multi-container model in SageMaker notebook and deployed it through an endpoint. But while attempting to do the same through a SageMaker Studio Project (build, train and deploy model...
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763
views
asked 2 years agolg...
Hi there,
I have a SM pipeline which contains a lambda step.
I have recently run into problems with the pipeline/lambda function, everytime I call the `pipeline.upsert()` method, I receive the...
1
answers
0
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616
views
asked 2 years agolg...
Hi,
I have a scenario where I am building different models for multiple different use cases. For each use case I have a SageMaker Pipeline for it ( with preprocessing, training ....deployment etc)....
2
answers
0
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899
views
asked 2 years agolg...
Hi all!
So, we're trying to implement a very simple Sagemaker Pipeline with 3 steps:
* **ETL:** for now it only runs a simple query
* **Batch transform:** uses the ETL's result and generates...
1
answers
0
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1262
views
asked 2 years agolg...
Hi all,
I am asking if it's possible to use `framework processor` inside a `sagemaker pipeline`.
I am asking because the to submit the source_dir for the framework processor, we have to do so when...
1
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0
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829
views
asked 2 years agolg...
I have a sagemaker notebook instance having two jupyter notebook ipynb files.
When I had one jupyter notebook, I was able to run it automatically with one lambda function trigger and lifecycle...
2
answers
0
votes
885
views
asked 2 years agolg...
I have a sagemaker notebook instance having two jupyter notebook ipynb files.
When I had one jupyter notebook, I was able to run it automatically with one lambda function trigger and lifecycle...
0
answers
0
votes
128
views
asked 2 years agolg...
I want to bind processing pipeline to multiple training pipeline. I just want to compare algorithm accuracy. Same dataset will be trained by multiple algorithms and will be predicted by them. My goal...
1
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0
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1759
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
139
views
asked 2 years agolg...
Hello,
I am able to invoke my endpoint using the following command template:
> aws --profile ‘insert_profile_name’ sagemaker-runtime invoke-endpoint --endpoint-name 'insert_endpoint_name' --body...
1
answers
0
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513
views
asked 2 years agolg...
I'm creating a pipeline with multiple steps
One to preprocess a dataset and the other one takes the preprocessed one as an input to train a BlazingText model for classification
My first...
0
answers
0
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79
views
asked 2 years agolg...
We are developing a machine learning algorithm that creates additional features. These features should then be fed into eg a classification algorithm (SVM, XGboost,...). We are using a pipeline to put...
2
answers
1
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601
views
asked 2 years agolg...