sagemaker-python-sdk
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aws
A library for training and deploying machine learning models on Amazon SageMaker
https://github.com/aws/sagemaker-python-sdk/blob/994651a56744447b8ef90a2f2a424c4e6c5248b7/src/sagemaker/local/data.py#L60 Could you please add support for tfrecord split_type in local mode? Testing against remote AWS endpoint is unbearably inefficient. Thank you.
**Describe the feature you'd like** Right now, its expected that `requirements.txt` will be found (**With that name**) in the script directory. In some cases, multiple requirements.txt files are needed to...
**Describe the bug** I cannot seem to run sagemaker in "local code" mode with an entry point that is not in the root of the source path. I think [this](https://github.com/aws/sagemaker-python-sdk/blob/master/src/sagemaker/estimator.py#L1685)...
**Describe the bug** When running the object sagemaker.estimator.Estimator in local mode: ```python sagemaker_session.config = {'local': {'local_code': True}} ``` dependencies are not copied to the container. **To reproduce** 1. We created...
## **Describe the bug** Input objects configured with `s3_data_type="S3Prefix"`: * in remote jobs, will name the files they matched using their full basename. * In local mode, names of matched...
When running a processing job that: - uses a custom image - takes some 'arguments' - and being run in a local mode ..the user is forced to always pass...
**Describe the bug** Providing `code_location` in `**kwargs` of method `create_model()` in class `HuggingFace` throws an error message. **To reproduce** * Run notebook https://github.com/huggingface/notebooks/blob/main/sagemaker/01_getting_started_pytorch/sagemaker-notebook.ipynb * After `estimator.fit()`, call `create_model()` and provide...
**What did you find confusing? Please describe.** In the docs, the various code blocks do not have a consistent code style and the code examples do not adhere to a...
**Describe the feature you'd like** Currently, everything for PySpark (Processor, training etc.) is logged at INFO level, including basic setup of cluster, for example: ``` yarn.resourcemanager.hostname 10.0.215.164 The hostname of...
**Describe the bug** SageMaker deployment of a HuggingFace model from the Hub in local mode fails with `KeyError: 'ModelDataUrl'` in `entities.py`. **To reproduce** 1. Open the example HuggingFace deployment notebook...
