PR GPU tests

Add profiler support in llm foundry #2620

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Run time

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Job	Run time
gpu-latest / pytest-gpu	7m 15s
gpu-2.1.0 / pytest-gpu	6m 57s
gpu-2.1.0-flash2 / pytest-gpu	7m 15s
gpu-2.0.1 / pytest-gpu	7m 16s
	28m 43s