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Subject: Re: How important is a big hash table? Measurements... (here is my data)

Author: Vincent Diepeveen

Date: 07:01:34 03/31/03

Go up one level in this thread


On March 30, 2003 at 21:57:54, Robert Hyatt wrote:

>On March 30, 2003 at 14:09:33, Tom Kerrigan wrote:
>
>>On March 30, 2003 at 10:50:44, Robert Hyatt wrote:
>>
>>>Now I hope you will choose to dump that "this disproves the hyatt claim"
>>>stuff, you clearly didn't disprove _anything_...
>>
>>I was of course referring to:
>>
>>"The simple rule is that the hash table needs to be at _least_ large enough to
>>hold the entire tree."
>>
>>Don't you think the word "need" is a little strong in this situation? I mean,
>>chess programs work fine without huge hash tables, so maybe they don't "need"
>>them.
>
>From a simple theoretical point of view, the hash table is used to do two
>things.
>
>1.  Avoiding searching duplicate sub-trees once a single position has been
>searched fully;
>
>2.  grafting information from one part of the tree to another, which rather
>than speeding the search up, makes the search more accurate.  For example,
>you can't solve fine 70 without this particular aspect since the solution is
>26 plies deep but we all find it at a significantly shallower depth than that,
>but only if we have hash tables.
>
>As a result, it is _possible_ that any position you store is a "key" position,

That is a matter of a good replacement algorithm. It is impossible that diep
loses 'key' positions just like that. Chance is near zero that a key position
gets overwritten just like that. Especially if depth is like 3 ply left to go,
this is practically hardly possible considering the 8 probes i do.

>and if you can't hang on to it long enough, either (1) or (2) (or both) will
>not happen, and the tree you search will be larger or less accurate (or both)
>than it could be.  The only way to be _sure_ you don't lose something important
>is to have a table large enough to hold everything you store.  Anything less and
>the probability increases that critical information gets overwritten.  So for
>_optimal_ results, holding the entire tree is best.  It is likely that less
>hash table memory will still produce good results, but on occasion it will not
>produce the best results.  The data I posted shows one example where a bigger
>table produces a more accurate result on one of six positions.  Without the
>key entry (or entries) that get overwritten with smaller sizes, the search
>result is less accurate.  With more space, the real (better) score is found.
>
>So while it might be reasonable to quibble about whether the entire tree needs
>to be stored in the normal case or not, it is intuitively obvious that if you
>_can_ do that, you will get the best possible result.  Whether this result is
>as good as, or worse than, the result you get from smaller tables is another
>issue with probability analysis involved.
>
>
>
>
>>
>>I notice that you didn't present any data on how much of the search tree was
>>being stored in the hash tables, and without that data you obviously can't point
>>to a significant performance increase when the entire table is stored, so I
>>don't see that you even touched on the issue, much less proved it or disproved
>>it.
>>
>>-Tom
>
>I believe _did_ give as much info about how much of the tree was stored, as I
>possibly could.  Based on table size vs search space size.  All I can't be
>sure of is what percentage of the search space is q-search which doesn't impact
>table entries at all.
>
>However, it is likely that looking down the numbers, you see that the larger
>the table, the better the search, whether the improvement is significant or
>not.  Better is _still_ better.  And in some cases, better == much better, as
>in the bt2630 position 6 that a larger table produces a better score on.



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