amazon-sagemaker-examples
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Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
it's -> its *Issue #, if available:* *Description of changes:* *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these out after...
**Describe the use case example you want to see** A notebook example describing how to tune hyper-parameters while training with SM Training Compiler on PyTorch 1.11. This particular example will...
**Describe the use case example you want to see** A notebook example describing how to use SM Training Compiler with PyTorch 1.12 This particular example will explore how to use...
Link to the notebook: https://github.com/aws/amazon-sagemaker-examples/blob/master/step-functions-data-science-sdk/automate_model_retraining_workflow/automate_model_retraining_workflow.ipynb Error: --------------------------------------------------------------------------- Exception encountered at "In [8]": --------------------------------------------------------------------------- InvalidInputException Traceback (most recent call last) in 22 WorkerType='Standard', 23 NumberOfWorkers=2, ---> 24 Timeout=60 25 ) /opt/conda/lib/python3.7/site-packages/botocore/client.py...
*Issue #, if available:* *Description of changes:* See https://github.com/aws/amazon-sagemaker-examples/pull/3536 *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these out after creating...
*Issue #, if available:* *Description of changes:* See https://github.com/aws/amazon-sagemaker-examples/pull/3536 *Testing done:* ## Merge Checklist _Put an `x` in the boxes that apply. You can also fill these out after creating...
**Link to the notebook** [Machine Translation English-German Example Using SageMaker Seq2Seq](https://sagemaker-examples.readthedocs.io/en/latest/introduction_to_amazon_algorithms/seq2seq_translation_en-de/SageMaker-Seq2Seq-Translation-English-German.html) **What aspects of the notebook can be improved?◇ This notebook has an extreme (about 250 pages A4) amount of...
*Issue #, if available:* Daily CI fails *Description of changes:* Updated Dockerfile to delete expired NVIDIA keys and install new ones. Also updated broken links for pip and dynalab installation...
**Link to the notebook** [Link to the notebook.](https://github.com/aws/amazon-sagemaker-examples/blob/main/sagemaker_neo_compilation_jobs/pytorch_torchvision/pytorch_torchvision_neo.ipynb) **Describe the bug** the step "Deploy the model" fails with "FileNotFoundError: [Errno 2] No such file or directory: 'code'" **To reproduce** Use...
…ear Learner notebooks. *Issue #, if available:* This is not in response to an issue. *Description of changes:* HPO is increasing its attach to 1P Algorithms. One area of attach...
