Questions tagged with Amazon SageMaker Pipelines
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I created a Sagemaker pipeline using Python SDK containing a fail step with a custom error message, which is part of a condition step, as seen at the bottom of this post.
Whenever the execution of...
1
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0
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1732
views
asked a year agolg...
https://github.com/aws/amazon-sagemaker-examples/blob/main/sagemaker-pipelines/tabular/abalone_build_train_deploy/sagemaker-pipelines-preprocess-train-evaluate-batch-transform.ipynb, I have created...
1
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0
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439
views
asked a year agolg...
A pipeline train step saves a custom json file in the output path, set in the estimator's `output_path` param, as seen below:
```
estimator = TensorFlow(
entry_point=code_entry,
...
2
answers
0
votes
939
views
asked a year agolg...
Hello, I get an error in the explicability module of the model registry (see screenshot below).
How can I debug this ? I would like to access logs to investigate this error.
![Screenshot of the Model...
2
answers
0
votes
337
views
asked a year agolg...
How can I use TuningStep's properties fields as arguments for the ProcessStep script? Some of the properties work normally, like `properties.HyperParameterTuningJobName` and`...
1
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0
votes
635
views
asked a year agolg...
Hello! I created an estimator with a metrics definition for the validation binary accuracy of the trained model as seen below:
```
estimator = TensorFlow(entry_point=code_entry,
...
0
answers
0
votes
58
views
asked 2 years agolg...
Hi! The following error happens while trying to create an endpoint from a successful trained model:
* In the web console:
> The customer:primary container for production variant AllTraffic did not...
1
answers
0
votes
353
views
asked 2 years agolg...
According to [Sagemaker's Pipeline Python SDK documenation](https://docs.aws.amazon.com/sagemaker/latest/dg/build-and-manage-steps.html), looks like there is no specific pipeline step for model...
1
answers
0
votes
1488
views
asked 2 years agolg...
Using Sagemaker's Python SDK 2.11 when I run my pipeline, I see this strange warning message:
```
/personal_dir/lib/python3.8/site-packages/sagemaker/workflow/pipeline_context.py:233: UserWarning:...
2
answers
0
votes
934
views
asked 2 years agolg...
Error when saving custom metrics in SageMaker Experiments through SageMaker Pipelines Training Joblg...
IHAC that I am working on enabling sagemaker experiments through a training job using SageMaker Pipelines. The below is the logic inserted into the train script which was working fine a few days ago...
1
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0
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513
views
asked 2 years agolg...
Hi! I am trying to implement a Sagemaker Pipeline including the following steps (among other things):
* **ProcessingStep**: processing script (PySparkProcessor) generating a train , validation and...
2
answers
0
votes
1255
views
asked 2 years agolg...
I'm trying to use MLOps template for model building, training, and deployment with third-party Git repositories using CodePipeline in my ML project. I created the project successfully using the...
1
answers
0
votes
338
views
asked 2 years agolg...