Update docs/src/gpu.md

Co-authored-by: tmigot <[email protected]>
JuliaSmoothOptimizers · Mar 24, 2023 · b6ed790 · b6ed790
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 ```
 
 !!! note
-    The `CUSPARSE` library of CUDA toolkits `v"12.x"` has some bugs. We recommend to use an older CUDA toolkit with `CUDA.set_runtime_version!(v"11.8")`.
+    The `CUSPARSE` library of CUDA toolkits `v"12.x"` is unstable. We recommend using CUDA toolkit v"11.8" with `CUDA.set_runtime_version!(v"11.8")`.
 
 ## AMD GPUs