Unanswered Questions tagged with Amazon SageMaker
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I stumbled upon this error when invoking the streaming endpoint using boto3:
```
An error occurred (ModelStreamError) when calling the InvokeEndpointWithResponseStream operation: Your model primary...
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answers
0
votes
61
views
asked 6 months agolg...
Hi,
I am trying to run an SQL query from sagemaker R kernel notebook.
I have connected to db using rJDBC and this works:
```
show_databases <- dbGetQuery(conn, "show...
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answers
0
votes
131
views
asked 6 months agolg...
Hi,
I am trying to set up an XGBoost estimator as following
```
estimator = XGBoost(
entry_point="code/train_sagemaker.py",
role=role,
instance_count=1,
instance_type="ml.m5.large",...
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answers
0
votes
60
views
asked 6 months agolg...
AWS Endpoint Failurelg...
Hello, I've been trying to make an endpoint to my model that was traind, it's cnn/gru tensorflow model, while creating endpoint using the following code, first is for conversion to .tar.gz, and after...
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answers
0
votes
244
views
asked 6 months agolg...
I'm hoping I can get some guidance/confirmation on this design.
I would like to enable access for all SageMaker components (notebooks, training and hosting instances) over a private network from the...
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answers
0
votes
68
views
asked 6 months agolg...
I'm deploying an LLM that uses huggingface transformers on Sagemaker with custom inference code (e.g. custom model_fn, predict_fn, etc). I know that Sagemaker has support for response streaming, and...
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answers
0
votes
137
views
asked 6 months agolg...
Traceability and Reproducibility of Models Generated using SageMaker Training Jobs with S3 Datasetlg...
I have a dataset in S3 bucket which is passed as input to the SageMaker training job. The default **traceability** in SageMaker provides only the S3 URI and doesn't include the version details. If at...
0
answers
1
votes
229
views
asked 6 months agolg...
Traceback (most recent call last):
File "data.py", line 88, in <module>
generate(STREAM_NAME, boto3.client('kinesis',region_name='us-east-2'))
File "data.py", line 83, in generate
...
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answers
0
votes
81
views
asked 6 months agolg...
I have a Resnet50 and Resnet101 model running on a SageMaker MME with Triton server. I have two inference scripts placed in respective folders but it keeps getting ignored by SageMaker. My directory...
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answers
0
votes
90
views
asked 6 months agolg...
The image sagemaker-model-monitor-analyzer in processing job can’t support more than 4 instanceslg...
**Background**
Our team uses sagemaker processing job to do data baselining, which is to produce statistics result based on a large scale of training dataset. In other words, the goal of solving this...
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answers
0
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249
views
asked 7 months agolg...
I am getting the error in the title every time I attempt to create an an endpoint using an image in ECR. The ECR repository has the following IAM permissions applied:
{
"Version": "2012-10-17",
...
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answers
0
votes
102
views
asked 7 months agolg...
I'm running a Sagemaker Processing job with SKLearnProcessor processor. I tested code locally and it works fine.
```
from sklearn.model_selection import StratifiedGroupKFold
```
But when I run it...
0
answers
0
votes
214
views
asked 7 months agolg...