Sdk tests with papermill #1149

Job	Run time
e2e (v1.27.11, long-running-resume,from-volume-resume,median-stop)	19m 19s
e2e (v1.27.11, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)	21m 52s
e2e (v1.27.11, file-metrics-collector,pytorchjob-mnist)	14m 30s
e2e (v1.27.11, median-stop-with-json-format,file-metrics-collector-with-json-format)	17m 18s
e2e (v1.28.7, long-running-resume,from-volume-resume,median-stop)	18m 28s
e2e (v1.28.7, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)	24m 27s
e2e (v1.28.7, file-metrics-collector,pytorchjob-mnist)	15m 4s
e2e (v1.28.7, median-stop-with-json-format,file-metrics-collector-with-json-format)	16m 13s
e2e (v1.29.2, long-running-resume,from-volume-resume,median-stop)	17m 48s
e2e (v1.29.2, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)	22m 24s
e2e (v1.29.2, file-metrics-collector,pytorchjob-mnist)	14m 45s
e2e (v1.29.2, median-stop-with-json-format,file-metrics-collector-with-json-format)	15m 36s
	3h 37m 44s

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