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Several scientific applications are already able to offload computations to the MI250X, many others are in the process of being ported to AMD GPUs. Here is a list of the main ones and their current status.

NameAMD GPU AccelerationModule on Setonix
AmberYesYes
GromacsYesYes
LAMMPSYesYes
NAMDYes
NekRSYes
PyTorchYes
Not yet
Yes*
ROMSNo
TensorflowYesYes*

Table 1. List of popular applications applications. * indicates module is a container as module. 

Module names of AMD GPU applications end with the postfix amd-gfx90a. The most accurate list is given by the module  command:

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