Zero Code Change GPU Acceleration

Transcript

1. We love pandas, but it can be slow
2. Accelerated pandas cudf.pandas: the zero code change GPU accelerator for pandas built on cuDF
3. Zero code change Your existing code, but faster
4. Accelerated NetworkX Zero code change acceleration for NetworkX, powered by cuGraph • Zero code change GPU-acceleration for NetworkX code • Accelerates algorithms up to 600x, based on algorithm and graph size • Support for 60 popular graph algorithms and growing • Fallback to using CPU NetworkX for any unsupported algorithms NetworkX 3.2, CPU: Intel(R) Xeon(R) Platinum 8480CL 2TB, GPU: NVIDIA H100 80GB pip install nx-cugraph-cu12 --extra-index-url https://pypi.nvidia.com conda install -c rapidsai -c conda-forge -c nvidia nx-cugraph
5. https://nvda.ws/45vQqdr