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Change rocksdb configs #2581

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Summary:
Add option to set block cache size

Add async_io option

Differential Revision: D57219710

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This pull request was exported from Phabricator. Differential Revision: D57219710

Summary:

Set ssd location options in training benchmark.
Some Other small nits, improving log messages.

Differential Revision: D57219714
Summary:

Helps check trends of SSD perf(read/write) over time

Differential Revision: D57219709
Summary:

Add option to set block cache size

Add async_io option

Differential Revision: D57219710
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This pull request was exported from Phabricator. Differential Revision: D57219710

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This pull request has been merged in 5d35f5c.

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