The GPU web page looks like it is 8 years old ... this link is dead (but
ex47cu seems to be in the repo):


   - Example that uses CUDA directly in the user function evaluation
   
<http://www.mcs.anl.gov/petsc-master/src/snes/examples/tutorials/ex47cu.cu.html>

Thanks,
Mark

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