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E2E Test with pytorch-mnist

Update README and out-of-date docs #1119

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Update README and out-of-date docs

Update README and out-of-date docs #1119

Run time

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Job Run time
e2e (v1.27.11, long-running-resume,from-volume-resume,median-stop)
8m 5s
e2e (v1.27.11, long-running-resume,from-volume-resume,median-stop)
17m 4s
e2e (v1.27.11, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)
20m 15s
e2e (v1.27.11, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)
20m 15s
e2e (v1.27.11, file-metrics-collector,pytorchjob-mnist)
13m 1s
e2e (v1.27.11, file-metrics-collector,pytorchjob-mnist)
13m 1s
e2e (v1.27.11, median-stop-with-json-format,file-metrics-collector-with-json-format)
6m 32s
e2e (v1.27.11, median-stop-with-json-format,file-metrics-collector-with-json-format)
14m 53s
e2e (v1.28.7, long-running-resume,from-volume-resume,median-stop)
16m 32s
e2e (v1.28.7, long-running-resume,from-volume-resume,median-stop)
16m 32s
e2e (v1.28.7, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)
19m 53s
e2e (v1.28.7, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)
19m 53s
e2e (v1.28.7, file-metrics-collector,pytorchjob-mnist)
12m 48s
e2e (v1.28.7, file-metrics-collector,pytorchjob-mnist)
12m 48s
e2e (v1.28.7, median-stop-with-json-format,file-metrics-collector-with-json-format)
12m 48s
e2e (v1.28.7, median-stop-with-json-format,file-metrics-collector-with-json-format)
12m 48s
e2e (v1.29.2, long-running-resume,from-volume-resume,median-stop)
17m 3s
e2e (v1.29.2, long-running-resume,from-volume-resume,median-stop)
17m 3s
e2e (v1.29.2, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)
20m 13s
e2e (v1.29.2, grid,bayesian-optimization,tpe,multivariate-tpe,cma-es,hyperband)
20m 13s
e2e (v1.29.2, file-metrics-collector,pytorchjob-mnist)
12m 59s
e2e (v1.29.2, file-metrics-collector,pytorchjob-mnist)
12m 59s
e2e (v1.29.2, median-stop-with-json-format,file-metrics-collector-with-json-format)
12m 50s
e2e (v1.29.2, median-stop-with-json-format,file-metrics-collector-with-json-format)
12m 50s
6h 3m 18s