Best Practices for Integrating Intel Arc GPUs with Databricks for Data Processing

[leoarthur]

Hello Databricks Community,

I'm exploring the integration of Intel Arc GPUs with Databricks for data processing and would appreciate any insights or recommendations. Specifically, I'm interested in understanding the best practices for:

1. Configuration: What are the optimal settings for leveraging Intel Arc GPUs within a Databricks environment? Are there specific configurations or runtime adjustments that enhance performance?
2. Performance Optimization: How can I maximize the efficiency of Intel Arc GPUs in Databricks? Any tips on balancing GPU and CPU resources for improved processing speeds?
3. Compatibility: Are there known issues or limitations when using Intel Arc GPUs with Databricks? How can I address or work around these challenges?
4. Cost Efficiency: What strategies can help in optimizing costs when using Intel Arc GPUs for large-scale data processing tasks?

Your experiences and advice would be greatly appreciated!

Thanks in advance!