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Fix typo in document (#41965)
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Signed-off-by: Yuchao Zhang <418121364@qq.com>
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npuichigo authored Jan 12, 2024
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Expand Up @@ -147,7 +147,7 @@ How does Ray Data compare to X for ML training ingest?
.. dropdown:: NVTabular

* **Supported data types:** `NVTabular <https://github.com/NVIDIA-Merlin/NVTabular>`__ only supports tabular (Parquet, CSV, Avro) data, while Ray Data supports many other file formats.
* **Lower overhead:** Datasets is lower overhead: it supports zero-copy exchange between processes, in contrast to the multi-processing-based pipelines used by Petastorm.
* **Lower overhead:** Datasets is lower overhead: it supports zero-copy exchange between processes, in contrast to the multi-processing-based pipelines used by NVTabular.
* **Heterogeneous compute:** NVTabular doesn't support mixing heterogeneous resources in dataset transforms (e.g. both CPU and GPU transformations), while Ray Data supports this.

ML ingest case studies
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