Questions tagged with Amazon SageMaker Pipelines
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I'm aware hot to specify the training job name when calling `fit` on an estiamator, but when I create a pipeline I end up with multiple folders on s3 containing different "bits" and I'd really like to...
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218
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asked 6 months agolg...
I have a sagemaker pipeline that trains a Deep-AR algorithm. The model metrics are displayed as "Output" in the sagemaker DAG, but I want to persist these metrics in a JSON file so I can baseline the...
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163
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asked 7 months agolg...
Hello Experts!
I'm working on a SageMaker Pipeline poc that uses two custom containers: one for creating a preprocessing model and data, and another for inference to serve the model. I've defined...
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294
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asked 7 months agolg...
We have a Sagemaker Notebook created via python .ipynb file. The preprocessing step sets the `network_config` like so:
![Enter image description...
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102
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asked 7 months agolg...
While doing the data Quality check between baseline and current run data, even though the actual data is string datatype , few numbers are also present in the column but as a string dtype - but the...
Accepted AnswerAmazon SageMaker Pipelines
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199
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asked 7 months agolg...
![Enter image description here](/media/postImages/original/IMSrxNbBhIS5SX8DXoQA1WMQ)
I'm trying to implement a pipeline as shown in the image. If '**AblaoneMSECond**' is true then...
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442
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asked 8 months agolg...
I'm currently exploring using Sagemaker DeepAR for a forecasting problem. I've set up a simple aproach with the Sagemaker SDK for model training, using the Sagemaker Tuner with the Bayesian...
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277
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asked 8 months agolg...
I want to create a training step in sagemaker pipeline, and use custom processor like below. But instead of python code I want to use java code in the place of [code = 'src/processing.py' ]. Is it...
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286
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asked 9 months agolg...
AWS SageMaker jobs finish successfully, even though inside the VM an error stops the execution.lg...
## Issue 1
In AWS SageMaker studio, I ran a pipeline and checked on its status in Pipelines -> cltv-long-term-predict. It seemingly finished successfully:
![Enter image description...
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158
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asked 9 months agolg...
I'm using a PipeModeDataset to read the data from an augmented manifest file. Right now, if I try something like this:
```
ds = PipeModeDataset(channel=channel_name)
for epoch in...
2
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200
views
asked 10 months agolg...
I'm running a sagemaker pipeline for training purposes (sample code/setup below) . notice there is a model_path=model_path = f"s3://{default_bucket}/AbaloneTrain"
defined, but when the training runs...
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48
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asked 10 months agolg...
I started adapting the Abalone pipelines example to fit my use case, and I noticed a little late that the...
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46
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asked a year agolg...