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Run Pandas on cloud GPUs (without Docker or K8s)
- scj13 1y agoNVIDIA published this blog post showing how to run GPU-accelerated pandas in the cloud using Coiled. In the example they do some typical data wrangling (read in parquet files from S3, do some filtering, aggregation, return a result) and saw ~9x speedup. They used Coiled to manage the cloud infrastructure, a UX-friendly tool for Python devs who want to use the cloud, without needing to directly manage EC2 instances. Whether you _should_ be running pandas on cloud GPUs is a whole other question (and probably pretty specific to the use case).