xlb refactor

Autodesk · Dec 15, 2023 · b3acb4a · b3acb4a
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diff --git a/examples/backend_comparisons/README.md b/examples/backend_comparisons/README.md
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+# Performance Comparisons
+
+This directory contains a minimal LBM implementation in Warp, Numba, and Jax. The
+code can be run with the following command:
+
+```bash
+python3 lattice_boltzmann.py
+```
+
+This will give MLUPs numbers for each implementation. The Warp implementation
+is the fastest, followed by Numba, and then Jax.
+
+This example should be used as a test for properly implementing more backends in
+XLB.