amazon-sagemaker-examples
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aws
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Hi Team, Greetings!! I tried going through following notebook to understand how real-time batch inference works, but it's returning this error - "number of batch response mismatched". Could you please...
*Issue #, if available:* *Description of changes:* *Testing done:* Ran end to end, succeeded ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these...
AWS SageMaker now supports PyTorch training (single node && distributed) using Lightning (https://pytorch-lightning.readthedocs.io/en/stable/). The blogpost with the announcement will be amended to this description once it has been released. In...
Hi Team, Greetings!! I am trying to execute the instructions in the following notebook but am not able to parse the ONNX model. Could you please have a look? Notebook:...
*Issue #, if available:* *Description of changes: WIP DeepAR and Amazon Forecast comparison notebook* *Testing done:* Notebook works end to end when rerunning all cells ## Merge Checklist _Put an...
**Describe the bug** Yesterday, when I was using the notebook, it suddenly stuck in the following state, unable to run any simple code, with a symbol [*] before the cell....
**Link to the notebook** https://github.com/aws/amazon-sagemaker-examples/blob/main/advanced_functionality/autogluon-tabular-containers/AutoGluon_Tabular_SageMaker_Containers.ipynb **Describe the bug** While running below cell, I had AttributeError in example notebook. This is because probably SageMaker depends old versionon of aiobotocore. ```python df_train...
**Link to the notebook** https://github.com/aws/amazon-sagemaker-examples/blob/main/sagemaker_neo_compilation_jobs/deploy_huggingface_model_on_Inf1_instance/inf1_bert_compile_and_deploy.ipynb **Describe the bug** Running the cell to get model from HuggingFace Model Hub in SageMaker Studio result in `ImportError: IProgress not found. Please update jupyter...
**Link to the notebook** Add the link to the notebook. https://github.com/aws/amazon-sagemaker-examples/blob/main/reinforcement_learning/rl_predictive_autoscaling_coach_customEnv/rl_predictive_autoscaling_coach_customEnv.ipynb **What aspects of the notebook can be improved?** It only plot rewards, but not actual scaling results, e.g. load...
Hello community, I would like you to add an example of how to create a transform job with ResNet 152 Model, trained with data from a specific project. It should...
