Questions tagged with Amazon SageMaker Deployment
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I would like to deploy an async endpoint in SageMaker. However when trying to deploy it I get the following error:
ParamValidationError: Parameter validation failed:
Unknown parameter in input:...
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249
views
asked 2 years agolg...
In SageMaker, I've created an async endpoint from a model. How does one access this endpoint from a notebook instance so that it can be used to make predictions?
Thanks!
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0
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210
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asked 2 years agolg...
2022/11/09 05:21:09 [error] 11#11: *213 upstream prematurely closed connection while reading response header from upstream, client: 169.254.178.2, server: , request: "POST /invocations HTTP/1.1",...
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0
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762
views
asked 2 years agolg...
I have built a pipeline using sklearn.pipeline that can take in, pre-process and make predictions on text. Is it possible to deploy this Pipeline object as an endpoint using SageMaker?
Thanks!
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0
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209
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asked 2 years agolg...
I'm trying to Neo compile a Pytorch YoloV5 Large model for edge deployment on an Nvidia Jetson Xavier NX device. I'm able to do it using the default settings for FP32 precision but I'm unable to do it...
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259
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asked 2 years agolg...
I am facing issue in implementing BYOC with multi container with one end point. I am training my own model in Container and when I am running this container singularly it is working but integrating...
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0
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242
views
asked 2 years agolg...
Hi,
I've deployed a custom model container as Sagemaker Async Endpoint which works fine so far. It's callable and provides results as expected.
I now want to apply a TargetTrackingScalingPolicy but...
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0
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100
views
asked 2 years agolg...
I want to train and deploy multiple comprehend custom classifiers (for example 50 models). I want to be able to classify my documents in near real-time (a couple of seconds are fine) 24/7. The problem...
1
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0
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318
views
asked 2 years agolg...
Following this [document](https://sagemaker.readthedocs.io/en/stable/api/inference/multi_data_model.html), I try to async inference with Multi Model Endpoint.
I try to set **kwargs from...
1
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0
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1491
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asked 2 years agolg...
Hey I trained a sickst learn model using python sdk and I want to deploy the model as a Serverless inference now. I am new to AWS and can't seem to make sense of the documentation. the model is fit it...
2
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0
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1009
views
asked 2 years agolg...
No such file or directory: '/opt/ml/input/data/test/revenue_train.csv' Sagemaker [SM_CHANNEL_TRAIN]lg...
I am trying to deploy my RandomForestClassifier on Amazon Sagemaker using Python SDK. I have been following this example...
1
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0
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718
views
asked 2 years agolg...
I've deployed an extended Pytorch model as an endpoint and I'm trying to make inference requests to it. Problem is, the responses from the endpoint get timed out and CloudWatch logs show nothing...
2
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0
votes
1740
views
asked 2 years agolg...