PR GPU tests

add act checkpoint at sub layer level (#720) #3114

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Run time

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Job	Run time
gpu-2.0.1 / pytest-gpu	15m 22s
gpu-2.1.0 / pytest-gpu	20m 34s
gpu-2.1.0-flash2 / pytest-gpu	22m 3s
gpu-latest / pytest-gpu	20m 28s
	1h 18m 27s