Healpix JAX implementation.
Project description
Healpy with JAX
This project intends to assess the interest of implementing healpy functions using JAX.
WARNING: BETA STAGE!!!
Installation
First install JAX following the documentation.
Then install the package with:
pip install jax-healpy
To use the spherical harmonics functions, you will need s2fft, part of the recommended dependencies:
pip install jax-healpy[recommended]
Benchmarks
Execution time measured on the Jean Zay supercomputer.
- CPU: Intel(R) Xeon(R) Gold 2648 @ 2.50GHz
- GPU: NVIDIA Tesla V100-SXM2-16GB
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