I'm also facing the same issue. If I'm deploying one container on one endpoint, then it works perfectly. But when I'm trying to deploy the multiple containers on an endpoint. Then the serve file is not going inside the ping…
I'm looking for some advice from anyone who's tried aws Sagemaker. I'm very new to this and would appreciate anyone kind enough to help me out. I have created a basic time series project in a Sagemaker notebook. It trains…
I am training a model with tqdm in the dataloader, the log prints every update in a seperate line that fills up the entire notebook. Is there a way to reduce the verbosity or remove the logs entirely from the…
I'm using Sagemaker Pipelines to chain together two consecutive ProcessingJobs. I'm getting a weird error when I call pipeline.upsert() botocore.exceptions.ClientError: An error occurred (ValidationException) when calling the CreatePipeline operation: Unable to parse pipeline definition. Property 'null' with value 'null' is…
I'm looking to combine the Autopilot AutoML training and deployment step into a wider Pipeline using Sagemaker. I can't find anything in the documentation around using AutoML with Pipelines. Does anyone have any experience with trying something like this with…
I created a sagemaker project with a terraform template which successfully created with a stack successfully created and associated with it. However, there is no repository associated or pipeline associated with the sagemaker project despite there being both in the…
I am trying to attach custom image in SageMaker, it was working fine until I deleted couple of previous version, it started giving me errors as bellow and now I am unable to attach either new image or a new…
I have a Docker image in Elastic Container Registry (ECR). It was created via a simple Dockerfile which I have control over. The image itself is fine, but I have a problem where the shared memory is insufficient when working…
I am trying to create a Sagemaker endpoint for model inference using the Build your own algorithm container (https://sagemaker-examples.readthedocs.io/en/latest/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.html) but am having an issue when installing Numpy in the creation of the image. We've already previously have gotten it to…
I created an event rule for the Sagemaker training job state change in cloudwatch to monitor my training jobs. Then I use this events to trigger a lambda function that send messages in a telegram group as a bot. In…