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The ideal value for MaxConcurrentTransforms varies based on instance type as well as based on your specific model.
it could make sense to increase MaxConcurrentTransforms up to the core count of the instance you are using (for cpu based transform), however, you should also take into account the memory utilisation by your model.
The ultimate answer is it "depends" and I would recommend that you experiment with increasing this number gradually from 1 up to instance core count, while monitoring RAM/cpu utilisation to find the optimal.
respondido há 2 anos
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@georgios_s - thanks . You pointed out instance count for the cpu based instances , if you don’t mind could you elaborate what would be the case for gpu based