Cherry pick Few minor updates in single gpu tutorial (563) into r0.7.0
#352
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Few minor updates in single gpu tutorial (563) into r0.7.0
#352
| Job | Run time |
|---|---|
| 0s | |
| 1s | |
| 1s |