PR GPU tests

Add profiler support in llm foundry #2616

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Run time

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Job	Run time
gpu-2.0.1 / pytest-gpu	11m 58s
gpu-2.1.0 / pytest-gpu	9m 40s
gpu-2.1.0-flash2 / pytest-gpu	10m 26s
gpu-latest / pytest-gpu	16m 39s
	48m 43s